{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Big Mart Sales\n",
    "\n",
    ">. To build a regression methodology to determine the sales of items at a particular outlet."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## How to run this notebook??\n",
    "\n",
    "- ensure the input data absolute path is 'Sales_Training.csv' \n",
    "- import the libraries (1.2)\n",
    "- run all the functions (1.10)\n",
    "- run sequentially (1.3 onwards)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Importing the Libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:09.984571Z",
     "start_time": "2021-02-16T07:32:09.964606Z"
    }
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt \n",
    "import seaborn as sns\n",
    "from sklearn import preprocessing\n",
    "from statsmodels.stats.outliers_influence import variance_inflation_factor\n",
    "from sklearn import metrics\n",
    "from sklearn.metrics import pairwise_distances\n",
    "from joblib import Parallel, delayed\n",
    "import time \n",
    "from datetime import datetime\n",
    "import plotly.express as px\n",
    "from sklearn.decomposition import PCA\n",
    "from sklearn.cluster import KMeans\n",
    "\n",
    "from scipy.spatial.distance import cdist\n",
    "from yellowbrick.cluster import KElbowVisualizer\n",
    "from sklearn.metrics import silhouette_samples, silhouette_score\n",
    "import matplotlib.cm as cm\n",
    "\n",
    "from sklearn.metrics import davies_bouldin_score\n",
    "import scipy.cluster.hierarchy as shc\n",
    "\n",
    "from sklearn.metrics.pairwise import euclidean_distances\n",
    "from sklearn import metrics\n",
    "from time import time\n",
    "from sklearn.cluster import KMeans\n",
    "from sklearn.decomposition import PCA\n",
    "#from sklearn_extra.cluster import KMedoids\n",
    "from sklearn.cluster import AgglomerativeClustering\n",
    "import plotly as py\n",
    "import plotly.graph_objs as go\n",
    "from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Reading the Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:10.248419Z",
     "start_time": "2021-02-16T07:32:09.987568Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Item_Identifier</th>\n",
       "      <th>Item_Weight</th>\n",
       "      <th>Item_Visibility</th>\n",
       "      <th>Item_MRP</th>\n",
       "      <th>Outlet_Identifier</th>\n",
       "      <th>Item_Outlet_Sales</th>\n",
       "      <th>Outlet_Years</th>\n",
       "      <th>Item_Fat_Content_0</th>\n",
       "      <th>Item_Fat_Content_1</th>\n",
       "      <th>Outlet_Location_Type_0</th>\n",
       "      <th>...</th>\n",
       "      <th>Outlet_0</th>\n",
       "      <th>Outlet_1</th>\n",
       "      <th>Outlet_2</th>\n",
       "      <th>Outlet_3</th>\n",
       "      <th>Outlet_4</th>\n",
       "      <th>Outlet_5</th>\n",
       "      <th>Outlet_6</th>\n",
       "      <th>Outlet_7</th>\n",
       "      <th>Outlet_8</th>\n",
       "      <th>Outlet_9</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>FDA15</td>\n",
       "      <td>9.30</td>\n",
       "      <td>0.016047</td>\n",
       "      <td>249.8092</td>\n",
       "      <td>OUT049</td>\n",
       "      <td>3735.1380</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>DRC01</td>\n",
       "      <td>5.92</td>\n",
       "      <td>0.019278</td>\n",
       "      <td>48.2692</td>\n",
       "      <td>OUT018</td>\n",
       "      <td>443.4228</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>FDN15</td>\n",
       "      <td>17.50</td>\n",
       "      <td>0.016760</td>\n",
       "      <td>141.6180</td>\n",
       "      <td>OUT049</td>\n",
       "      <td>2097.2700</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>FDX07</td>\n",
       "      <td>19.20</td>\n",
       "      <td>0.017834</td>\n",
       "      <td>182.0950</td>\n",
       "      <td>OUT010</td>\n",
       "      <td>732.3800</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>NCD19</td>\n",
       "      <td>8.93</td>\n",
       "      <td>0.009780</td>\n",
       "      <td>53.8614</td>\n",
       "      <td>OUT013</td>\n",
       "      <td>994.7052</td>\n",
       "      <td>22</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 33 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "  Item_Identifier  Item_Weight  Item_Visibility  Item_MRP Outlet_Identifier  \\\n",
       "0           FDA15         9.30         0.016047  249.8092            OUT049   \n",
       "1           DRC01         5.92         0.019278   48.2692            OUT018   \n",
       "2           FDN15        17.50         0.016760  141.6180            OUT049   \n",
       "3           FDX07        19.20         0.017834  182.0950            OUT010   \n",
       "4           NCD19         8.93         0.009780   53.8614            OUT013   \n",
       "\n",
       "   Item_Outlet_Sales  Outlet_Years  Item_Fat_Content_0  Item_Fat_Content_1  \\\n",
       "0          3735.1380            10                   1                   0   \n",
       "1           443.4228             0                   0                   1   \n",
       "2          2097.2700            10                   1                   0   \n",
       "3           732.3800            11                   0                   1   \n",
       "4           994.7052            22                   1                   0   \n",
       "\n",
       "   Outlet_Location_Type_0  ...  Outlet_0  Outlet_1  Outlet_2  Outlet_3  \\\n",
       "0                       1  ...         0         0         0         0   \n",
       "1                       0  ...         0         0         0         1   \n",
       "2                       1  ...         0         0         0         0   \n",
       "3                       0  ...         1         0         0         0   \n",
       "4                       0  ...         0         1         0         0   \n",
       "\n",
       "   Outlet_4  Outlet_5  Outlet_6  Outlet_7  Outlet_8  Outlet_9  \n",
       "0         0         0         0         0         0         1  \n",
       "1         0         0         0         0         0         0  \n",
       "2         0         0         0         0         0         1  \n",
       "3         0         0         0         0         0         0  \n",
       "4         0         0         0         0         0         0  \n",
       "\n",
       "[5 rows x 33 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_main=pd.read_csv('Sales_Training.csv')\n",
    "df_main.head(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:10.293394Z",
     "start_time": "2021-02-16T07:32:10.252416Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Item_Identifier', 'Item_Weight', 'Item_Visibility', 'Item_MRP',\n",
       "       'Outlet_Identifier', 'Item_Outlet_Sales', 'Outlet_Years',\n",
       "       'Item_Fat_Content_0', 'Item_Fat_Content_1', 'Outlet_Location_Type_0',\n",
       "       'Outlet_Location_Type_1', 'Outlet_Location_Type_2', 'Outlet_Size_0',\n",
       "       'Outlet_Size_1', 'Outlet_Size_2', 'Outlet_Size_3', 'Outlet_Type_0',\n",
       "       'Outlet_Type_1', 'Outlet_Type_2', 'Outlet_Type_3',\n",
       "       'Item_Type_Combined_0', 'Item_Type_Combined_1', 'Item_Type_Combined_2',\n",
       "       'Outlet_0', 'Outlet_1', 'Outlet_2', 'Outlet_3', 'Outlet_4', 'Outlet_5',\n",
       "       'Outlet_6', 'Outlet_7', 'Outlet_8', 'Outlet_9'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_main.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:10.480288Z",
     "start_time": "2021-02-16T07:32:10.297389Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>nunique</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Identifier</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>DRA12</th>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DRB13</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DRB48</th>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DRC27</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DRD24</th>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NCY41</th>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NCZ06</th>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NCZ18</th>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NCZ42</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NCZ54</th>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>585 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                 nunique\n",
       "Item_Identifier         \n",
       "DRA12                  4\n",
       "DRB13                  2\n",
       "DRB48                  4\n",
       "DRC27                  2\n",
       "DRD24                  3\n",
       "...                  ...\n",
       "NCY41                  4\n",
       "NCZ06                  4\n",
       "NCZ18                  3\n",
       "NCZ42                  2\n",
       "NCZ54                  3\n",
       "\n",
       "[585 rows x 1 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x=df_main[['Outlet_Identifier','Item_Identifier']].groupby(['Item_Identifier'])['Outlet_Identifier'].agg({'nunique'})\n",
    "x[x['nunique']>1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:10.574236Z",
     "start_time": "2021-02-16T07:32:10.483285Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>count</th>\n",
       "      <th>nunique</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Identifier</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>OUT010</th>\n",
       "      <td>295</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OUT013</th>\n",
       "      <td>555</td>\n",
       "      <td>225</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OUT017</th>\n",
       "      <td>557</td>\n",
       "      <td>215</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OUT018</th>\n",
       "      <td>524</td>\n",
       "      <td>203</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OUT019</th>\n",
       "      <td>317</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OUT027</th>\n",
       "      <td>530</td>\n",
       "      <td>227</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OUT035</th>\n",
       "      <td>560</td>\n",
       "      <td>221</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OUT045</th>\n",
       "      <td>580</td>\n",
       "      <td>235</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OUT046</th>\n",
       "      <td>548</td>\n",
       "      <td>224</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OUT049</th>\n",
       "      <td>539</td>\n",
       "      <td>206</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   count  nunique\n",
       "Outlet_Identifier                \n",
       "OUT010               295      121\n",
       "OUT013               555      225\n",
       "OUT017               557      215\n",
       "OUT018               524      203\n",
       "OUT019               317      125\n",
       "OUT027               530      227\n",
       "OUT035               560      221\n",
       "OUT045               580      235\n",
       "OUT046               548      224\n",
       "OUT049               539      206"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_main[['Outlet_Identifier','Item_Identifier']].groupby(['Outlet_Identifier'])['Item_Identifier'].agg({'count','nunique'})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<b>insights</b>\n",
    "- one outlet has multiple products & one product could be sold in multiple outlets. we will keep item id as prediction index, as for outlet identifier, it can be discarded as there are 10 different outlets & its already one hot encoded to produce the columns [Outlet_0],[Outlet_1] ,[Outlet_2]  ,[Outlet_3]   ,[Outlet_4]   ,[Outlet_5]   ,[Outlet_6]  ,[Outlet_7] ,[Outlet_8]\n",
    ",[Outlet_9].\n",
    "\n",
    "- the table below shows 'OUTLET_IDENTIFIER' based on the values of outlet_i where i is number of outlets -1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:10.746136Z",
     "start_time": "2021-02-16T07:32:10.577232Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Outlet_Identifier</th>\n",
       "      <th>Outlet_0</th>\n",
       "      <th>Outlet_1</th>\n",
       "      <th>Outlet_2</th>\n",
       "      <th>Outlet_3</th>\n",
       "      <th>Outlet_4</th>\n",
       "      <th>Outlet_5</th>\n",
       "      <th>Outlet_6</th>\n",
       "      <th>Outlet_7</th>\n",
       "      <th>Outlet_8</th>\n",
       "      <th>Outlet_9</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>OUT049</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>OUT018</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>OUT010</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>OUT013</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>OUT027</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>OUT045</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>OUT017</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>OUT046</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>OUT035</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>OUT019</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Outlet_Identifier  Outlet_0  Outlet_1  Outlet_2  Outlet_3  Outlet_4  \\\n",
       "0            OUT049         0         0         0         0         0   \n",
       "1            OUT018         0         0         0         1         0   \n",
       "2            OUT010         1         0         0         0         0   \n",
       "3            OUT013         0         1         0         0         0   \n",
       "4            OUT027         0         0         0         0         0   \n",
       "5            OUT045         0         0         0         0         0   \n",
       "6            OUT017         0         0         1         0         0   \n",
       "7            OUT046         0         0         0         0         0   \n",
       "8            OUT035         0         0         0         0         0   \n",
       "9            OUT019         0         0         0         0         1   \n",
       "\n",
       "   Outlet_5  Outlet_6  Outlet_7  Outlet_8  Outlet_9  \n",
       "0         0         0         0         0         1  \n",
       "1         0         0         0         0         0  \n",
       "2         0         0         0         0         0  \n",
       "3         0         0         0         0         0  \n",
       "4         1         0         0         0         0  \n",
       "5         0         0         1         0         0  \n",
       "6         0         0         0         0         0  \n",
       "7         0         0         0         1         0  \n",
       "8         0         1         0         0         0  \n",
       "9         0         0         0         0         0  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_main[['Outlet_Identifier','Outlet_0', 'Outlet_1', 'Outlet_2', 'Outlet_3', 'Outlet_4', 'Outlet_5',\n",
    "       'Outlet_6', 'Outlet_7', 'Outlet_8', 'Outlet_9']].drop_duplicates().reset_index(drop=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:10.840078Z",
     "start_time": "2021-02-16T07:32:10.749132Z"
    }
   },
   "outputs": [],
   "source": [
    "df=df_main.copy()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Exploratory Data Analysis\n",
    "there are main components of exploring data:\n",
    "- Understanding your variables\n",
    "- Cleaning your dataset\n",
    "- Analyzing relationships between variables"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### List of Columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:10.965009Z",
     "start_time": "2021-02-16T07:32:10.846077Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "list of parameters in the data \n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Index(['Item_Identifier', 'Item_Weight', 'Item_Visibility', 'Item_MRP',\n",
       "       'Outlet_Identifier', 'Item_Outlet_Sales', 'Outlet_Years',\n",
       "       'Item_Fat_Content_0', 'Item_Fat_Content_1', 'Outlet_Location_Type_0',\n",
       "       'Outlet_Location_Type_1', 'Outlet_Location_Type_2', 'Outlet_Size_0',\n",
       "       'Outlet_Size_1', 'Outlet_Size_2', 'Outlet_Size_3', 'Outlet_Type_0',\n",
       "       'Outlet_Type_1', 'Outlet_Type_2', 'Outlet_Type_3',\n",
       "       'Item_Type_Combined_0', 'Item_Type_Combined_1', 'Item_Type_Combined_2',\n",
       "       'Outlet_0', 'Outlet_1', 'Outlet_2', 'Outlet_3', 'Outlet_4', 'Outlet_5',\n",
       "       'Outlet_6', 'Outlet_7', 'Outlet_8', 'Outlet_9'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print('list of parameters in the data ')\n",
    "df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:11.071944Z",
     "start_time": "2021-02-16T07:32:10.969006Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "number of rows in the data 5005\n",
      "number of columns in the data 33\n"
     ]
    }
   ],
   "source": [
    "print('number of rows in the data',df.shape[0])\n",
    "print('number of columns in the data',df.shape[1])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Summary Statistics "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:11.318828Z",
     "start_time": "2021-02-16T07:32:11.075944Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>count</th>\n",
       "      <th>mean</th>\n",
       "      <th>std</th>\n",
       "      <th>min</th>\n",
       "      <th>25%</th>\n",
       "      <th>50%</th>\n",
       "      <th>75%</th>\n",
       "      <th>max</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Item_Weight</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>13.012739</td>\n",
       "      <td>4.570505</td>\n",
       "      <td>4.59000</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>13.000000</td>\n",
       "      <td>16.850000</td>\n",
       "      <td>21.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Visibility</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.071238</td>\n",
       "      <td>0.049871</td>\n",
       "      <td>0.00478</td>\n",
       "      <td>0.032284</td>\n",
       "      <td>0.061331</td>\n",
       "      <td>0.098664</td>\n",
       "      <td>0.328391</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_MRP</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>142.253086</td>\n",
       "      <td>62.656992</td>\n",
       "      <td>31.29000</td>\n",
       "      <td>93.912000</td>\n",
       "      <td>145.047000</td>\n",
       "      <td>187.387200</td>\n",
       "      <td>265.222600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Outlet_Sales</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>2233.863293</td>\n",
       "      <td>1754.290056</td>\n",
       "      <td>33.29000</td>\n",
       "      <td>866.871600</td>\n",
       "      <td>1808.312800</td>\n",
       "      <td>3125.931000</td>\n",
       "      <td>11445.102000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Years</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>11.133467</td>\n",
       "      <td>8.354372</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>5.000000</td>\n",
       "      <td>10.000000</td>\n",
       "      <td>22.000000</td>\n",
       "      <td>24.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Fat_Content_0</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.654745</td>\n",
       "      <td>0.475499</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Fat_Content_1</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.345255</td>\n",
       "      <td>0.475499</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Location_Type_0</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.280519</td>\n",
       "      <td>0.449298</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Location_Type_1</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.339061</td>\n",
       "      <td>0.473438</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Location_Type_2</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.380420</td>\n",
       "      <td>0.485538</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Size_0</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.110889</td>\n",
       "      <td>0.314026</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Size_1</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.318282</td>\n",
       "      <td>0.465856</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Size_2</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.511888</td>\n",
       "      <td>0.499909</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Size_3</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.058941</td>\n",
       "      <td>0.235538</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Type_0</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.122278</td>\n",
       "      <td>0.327639</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Type_1</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.667133</td>\n",
       "      <td>0.471287</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Type_2</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.104695</td>\n",
       "      <td>0.306191</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Type_3</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.105894</td>\n",
       "      <td>0.307733</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Type_Combined_0</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.096304</td>\n",
       "      <td>0.295037</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Type_Combined_1</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.721079</td>\n",
       "      <td>0.448513</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Type_Combined_2</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.182617</td>\n",
       "      <td>0.386391</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_0</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.058941</td>\n",
       "      <td>0.235538</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_1</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.110889</td>\n",
       "      <td>0.314026</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_2</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.111289</td>\n",
       "      <td>0.314521</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_3</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.104695</td>\n",
       "      <td>0.306191</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_4</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.063337</td>\n",
       "      <td>0.243592</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_5</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.105894</td>\n",
       "      <td>0.307733</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_6</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.111888</td>\n",
       "      <td>0.315260</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_7</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.115884</td>\n",
       "      <td>0.320118</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_8</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.109491</td>\n",
       "      <td>0.312285</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_9</th>\n",
       "      <td>5005.0</td>\n",
       "      <td>0.107692</td>\n",
       "      <td>0.310022</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                         count         mean          std       min  \\\n",
       "Item_Weight             5005.0    13.012739     4.570505   4.59000   \n",
       "Item_Visibility         5005.0     0.071238     0.049871   0.00478   \n",
       "Item_MRP                5005.0   142.253086    62.656992  31.29000   \n",
       "Item_Outlet_Sales       5005.0  2233.863293  1754.290056  33.29000   \n",
       "Outlet_Years            5005.0    11.133467     8.354372   0.00000   \n",
       "Item_Fat_Content_0      5005.0     0.654745     0.475499   0.00000   \n",
       "Item_Fat_Content_1      5005.0     0.345255     0.475499   0.00000   \n",
       "Outlet_Location_Type_0  5005.0     0.280519     0.449298   0.00000   \n",
       "Outlet_Location_Type_1  5005.0     0.339061     0.473438   0.00000   \n",
       "Outlet_Location_Type_2  5005.0     0.380420     0.485538   0.00000   \n",
       "Outlet_Size_0           5005.0     0.110889     0.314026   0.00000   \n",
       "Outlet_Size_1           5005.0     0.318282     0.465856   0.00000   \n",
       "Outlet_Size_2           5005.0     0.511888     0.499909   0.00000   \n",
       "Outlet_Size_3           5005.0     0.058941     0.235538   0.00000   \n",
       "Outlet_Type_0           5005.0     0.122278     0.327639   0.00000   \n",
       "Outlet_Type_1           5005.0     0.667133     0.471287   0.00000   \n",
       "Outlet_Type_2           5005.0     0.104695     0.306191   0.00000   \n",
       "Outlet_Type_3           5005.0     0.105894     0.307733   0.00000   \n",
       "Item_Type_Combined_0    5005.0     0.096304     0.295037   0.00000   \n",
       "Item_Type_Combined_1    5005.0     0.721079     0.448513   0.00000   \n",
       "Item_Type_Combined_2    5005.0     0.182617     0.386391   0.00000   \n",
       "Outlet_0                5005.0     0.058941     0.235538   0.00000   \n",
       "Outlet_1                5005.0     0.110889     0.314026   0.00000   \n",
       "Outlet_2                5005.0     0.111289     0.314521   0.00000   \n",
       "Outlet_3                5005.0     0.104695     0.306191   0.00000   \n",
       "Outlet_4                5005.0     0.063337     0.243592   0.00000   \n",
       "Outlet_5                5005.0     0.105894     0.307733   0.00000   \n",
       "Outlet_6                5005.0     0.111888     0.315260   0.00000   \n",
       "Outlet_7                5005.0     0.115884     0.320118   0.00000   \n",
       "Outlet_8                5005.0     0.109491     0.312285   0.00000   \n",
       "Outlet_9                5005.0     0.107692     0.310022   0.00000   \n",
       "\n",
       "                               25%          50%          75%           max  \n",
       "Item_Weight               9.000000    13.000000    16.850000     21.350000  \n",
       "Item_Visibility           0.032284     0.061331     0.098664      0.328391  \n",
       "Item_MRP                 93.912000   145.047000   187.387200    265.222600  \n",
       "Item_Outlet_Sales       866.871600  1808.312800  3125.931000  11445.102000  \n",
       "Outlet_Years              5.000000    10.000000    22.000000     24.000000  \n",
       "Item_Fat_Content_0        0.000000     1.000000     1.000000      1.000000  \n",
       "Item_Fat_Content_1        0.000000     0.000000     1.000000      1.000000  \n",
       "Outlet_Location_Type_0    0.000000     0.000000     1.000000      1.000000  \n",
       "Outlet_Location_Type_1    0.000000     0.000000     1.000000      1.000000  \n",
       "Outlet_Location_Type_2    0.000000     0.000000     1.000000      1.000000  \n",
       "Outlet_Size_0             0.000000     0.000000     0.000000      1.000000  \n",
       "Outlet_Size_1             0.000000     0.000000     1.000000      1.000000  \n",
       "Outlet_Size_2             0.000000     1.000000     1.000000      1.000000  \n",
       "Outlet_Size_3             0.000000     0.000000     0.000000      1.000000  \n",
       "Outlet_Type_0             0.000000     0.000000     0.000000      1.000000  \n",
       "Outlet_Type_1             0.000000     1.000000     1.000000      1.000000  \n",
       "Outlet_Type_2             0.000000     0.000000     0.000000      1.000000  \n",
       "Outlet_Type_3             0.000000     0.000000     0.000000      1.000000  \n",
       "Item_Type_Combined_0      0.000000     0.000000     0.000000      1.000000  \n",
       "Item_Type_Combined_1      0.000000     1.000000     1.000000      1.000000  \n",
       "Item_Type_Combined_2      0.000000     0.000000     0.000000      1.000000  \n",
       "Outlet_0                  0.000000     0.000000     0.000000      1.000000  \n",
       "Outlet_1                  0.000000     0.000000     0.000000      1.000000  \n",
       "Outlet_2                  0.000000     0.000000     0.000000      1.000000  \n",
       "Outlet_3                  0.000000     0.000000     0.000000      1.000000  \n",
       "Outlet_4                  0.000000     0.000000     0.000000      1.000000  \n",
       "Outlet_5                  0.000000     0.000000     0.000000      1.000000  \n",
       "Outlet_6                  0.000000     0.000000     0.000000      1.000000  \n",
       "Outlet_7                  0.000000     0.000000     0.000000      1.000000  \n",
       "Outlet_8                  0.000000     0.000000     0.000000      1.000000  \n",
       "Outlet_9                  0.000000     0.000000     0.000000      1.000000  "
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.describe().T"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<b> Insights </b>\n",
    "- all columns have count of 200 i.e there are no null values in any column\n",
    "- but there is '?' instead"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:11.412751Z",
     "start_time": "2021-02-16T07:32:11.321809Z"
    }
   },
   "outputs": [],
   "source": [
    "df.replace('?', np.NAN, inplace=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Null values per column"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:11.552691Z",
     "start_time": "2021-02-16T07:32:11.415749Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Null values in the number of columns ?\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#double check the null values\n",
    "print('Null values in the number of columns ?')\n",
    "df.isnull().any().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:11.661609Z",
     "start_time": "2021-02-16T07:32:11.555672Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Item_Identifier           0\n",
       "Item_Weight               0\n",
       "Item_Visibility           0\n",
       "Item_MRP                  0\n",
       "Outlet_Identifier         0\n",
       "Item_Outlet_Sales         0\n",
       "Outlet_Years              0\n",
       "Item_Fat_Content_0        0\n",
       "Item_Fat_Content_1        0\n",
       "Outlet_Location_Type_0    0\n",
       "Outlet_Location_Type_1    0\n",
       "Outlet_Location_Type_2    0\n",
       "Outlet_Size_0             0\n",
       "Outlet_Size_1             0\n",
       "Outlet_Size_2             0\n",
       "Outlet_Size_3             0\n",
       "Outlet_Type_0             0\n",
       "Outlet_Type_1             0\n",
       "Outlet_Type_2             0\n",
       "Outlet_Type_3             0\n",
       "Item_Type_Combined_0      0\n",
       "Item_Type_Combined_1      0\n",
       "Item_Type_Combined_2      0\n",
       "Outlet_0                  0\n",
       "Outlet_1                  0\n",
       "Outlet_2                  0\n",
       "Outlet_3                  0\n",
       "Outlet_4                  0\n",
       "Outlet_5                  0\n",
       "Outlet_6                  0\n",
       "Outlet_7                  0\n",
       "Outlet_8                  0\n",
       "Outlet_9                  0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.isnull().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:11.771547Z",
     "start_time": "2021-02-16T07:32:11.665607Z"
    },
    "cell_style": "center"
   },
   "outputs": [],
   "source": [
    "bool_value= False\n",
    "columns_with_null = []\n",
    "\n",
    "count_null = df.isnull().sum()\n",
    "for count_ in count_null:\n",
    "    if count_ > 0:\n",
    "        bool_value= True\n",
    "\n",
    "if bool_value:\n",
    "    null_df = pd.DataFrame(count_null).reset_index().rename(columns={'index': 'col_name', 0:'no_of_nulls'})\n",
    "    columns_with_null = list(null_df[null_df['no_of_nulls'] > 0]['col_name'].values)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:11.881507Z",
     "start_time": "2021-02-16T07:32:11.774544Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "columns_with_null"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Data types of columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:11.990436Z",
     "start_time": "2021-02-16T07:32:11.884481Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 5005 entries, 0 to 5004\n",
      "Data columns (total 33 columns):\n",
      "Item_Identifier           5005 non-null object\n",
      "Item_Weight               5005 non-null float64\n",
      "Item_Visibility           5005 non-null float64\n",
      "Item_MRP                  5005 non-null float64\n",
      "Outlet_Identifier         5005 non-null object\n",
      "Item_Outlet_Sales         5005 non-null float64\n",
      "Outlet_Years              5005 non-null int64\n",
      "Item_Fat_Content_0        5005 non-null int64\n",
      "Item_Fat_Content_1        5005 non-null int64\n",
      "Outlet_Location_Type_0    5005 non-null int64\n",
      "Outlet_Location_Type_1    5005 non-null int64\n",
      "Outlet_Location_Type_2    5005 non-null int64\n",
      "Outlet_Size_0             5005 non-null int64\n",
      "Outlet_Size_1             5005 non-null int64\n",
      "Outlet_Size_2             5005 non-null int64\n",
      "Outlet_Size_3             5005 non-null int64\n",
      "Outlet_Type_0             5005 non-null int64\n",
      "Outlet_Type_1             5005 non-null int64\n",
      "Outlet_Type_2             5005 non-null int64\n",
      "Outlet_Type_3             5005 non-null int64\n",
      "Item_Type_Combined_0      5005 non-null int64\n",
      "Item_Type_Combined_1      5005 non-null int64\n",
      "Item_Type_Combined_2      5005 non-null int64\n",
      "Outlet_0                  5005 non-null int64\n",
      "Outlet_1                  5005 non-null int64\n",
      "Outlet_2                  5005 non-null int64\n",
      "Outlet_3                  5005 non-null int64\n",
      "Outlet_4                  5005 non-null int64\n",
      "Outlet_5                  5005 non-null int64\n",
      "Outlet_6                  5005 non-null int64\n",
      "Outlet_7                  5005 non-null int64\n",
      "Outlet_8                  5005 non-null int64\n",
      "Outlet_9                  5005 non-null int64\n",
      "dtypes: float64(4), int64(27), object(2)\n",
      "memory usage: 1.3+ MB\n"
     ]
    }
   ],
   "source": [
    "#checking for data types of the columns\n",
    "df.info()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Encoding Categorical Columns"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "from doccumentation we know , we have the following as categorical features, but its already one hot encoded data."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Data Distribution"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:12.099358Z",
     "start_time": "2021-02-16T07:32:11.993418Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Item_Identifier', 'Item_Weight', 'Item_Visibility', 'Item_MRP',\n",
       "       'Outlet_Identifier', 'Item_Outlet_Sales', 'Outlet_Years',\n",
       "       'Item_Fat_Content_0', 'Item_Fat_Content_1', 'Outlet_Location_Type_0',\n",
       "       'Outlet_Location_Type_1', 'Outlet_Location_Type_2', 'Outlet_Size_0',\n",
       "       'Outlet_Size_1', 'Outlet_Size_2', 'Outlet_Size_3', 'Outlet_Type_0',\n",
       "       'Outlet_Type_1', 'Outlet_Type_2', 'Outlet_Type_3',\n",
       "       'Item_Type_Combined_0', 'Item_Type_Combined_1', 'Item_Type_Combined_2',\n",
       "       'Outlet_0', 'Outlet_1', 'Outlet_2', 'Outlet_3', 'Outlet_4', 'Outlet_5',\n",
       "       'Outlet_6', 'Outlet_7', 'Outlet_8', 'Outlet_9'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:18.157905Z",
     "start_time": "2021-02-16T07:32:12.102356Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1080x720 with 36 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p=df.hist(figsize=(15,10))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###  Outlier detection"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Box Plot "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:18.172895Z",
     "start_time": "2021-02-16T07:32:18.160883Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Item_Identifier', 'Item_Weight', 'Item_Visibility', 'Item_MRP',\n",
       "       'Outlet_Identifier', 'Item_Outlet_Sales', 'Outlet_Years',\n",
       "       'Item_Fat_Content_0', 'Item_Fat_Content_1', 'Outlet_Location_Type_0',\n",
       "       'Outlet_Location_Type_1', 'Outlet_Location_Type_2', 'Outlet_Size_0',\n",
       "       'Outlet_Size_1', 'Outlet_Size_2', 'Outlet_Size_3', 'Outlet_Type_0',\n",
       "       'Outlet_Type_1', 'Outlet_Type_2', 'Outlet_Type_3',\n",
       "       'Item_Type_Combined_0', 'Item_Type_Combined_1', 'Item_Type_Combined_2',\n",
       "       'Outlet_0', 'Outlet_1', 'Outlet_2', 'Outlet_3', 'Outlet_4', 'Outlet_5',\n",
       "       'Outlet_6', 'Outlet_7', 'Outlet_8', 'Outlet_9'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_main.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:18.575642Z",
     "start_time": "2021-02-16T07:32:18.175877Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x156d1a28a88>"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "df[['Item_Weight', 'Item_Visibility', 'Item_MRP']].boxplot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:18.809510Z",
     "start_time": "2021-02-16T07:32:18.579643Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x156d4b837c8>"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "df[['Item_Outlet_Sales']].boxplot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:19.043376Z",
     "start_time": "2021-02-16T07:32:18.813506Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x156d46117c8>"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAW8AAAD5CAYAAADodLT+AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8li6FKAAAM1ElEQVR4nO3df4yk9V3A8fdyxw1tcrRYTUub6oEtn0TH1DIUrlTkbGsjJg1KFLSBWhqs1BqvQi0GjpA0qIFwF4MNpOEkhAunHDQXSyqUGFvkR8DLgNoJ7efaAxJbabQEKthmNtytf8yD7G1vZ2bndpb73L5fySUzzzPP8/0cIe979tmZ3Zm5uTkkSbUc81oPIElaOuMtSQUZb0kqyHhLUkHGW5IKMt6SVNDaYTsj4ljgVmAD0AKuBb4D3AN8q3nZzZl552Ln6Ha7LeA9wLPA/sMfWZJWhTXAicCeTqfTX7hzaLyBC4HnMvOiiHgT8ATwOWBbZm4dc4D3AA8uYWBJ0qvOAh5auHFUvO8C7p73/GWgA0REnMvg6vvTmfnikHM8C3DKKaewbt26JU0srYRer0e73X6tx5AOMjs7y969e6Fp6EIz43zCMiLWA18CbmFw++TfM7MbEVcBJ2TmZxY7ttvtbgCeXvrokiTgpE6n88zCjaOuvImItwO7gZsyc2dEvDEzX2h27wb+epzV2+02rVZrCfNKK6Pb7dLpdF7rMaSD9Pt9er3eovuHvtskIt4M3A9ckZm3Npu/EhGnN48/AHSXY1BJ0vhGXXlfCZwAXB0RVzfbLgP+KiJmge8Bn5jifJKkQxga78zcDGw+xK4zpzOOJGkcfkhHkgoy3pJUkPGWpIKMt44q7XabmZmZJf057bTTlvR6P9CjI4Hx1lGl1+sxNze3pD/HXHb7kl4/7L230kox3pJUkPGWpIKMtyQVZLwlqSDjLUkFGW9JKsh4S1JBxluSCjLeklSQ8Zakgoy3JBVkvCWpIOMtSQUZb0kqyHhLUkGjfnu89Jr6yS138vyPZqe+zprLd0z1/Ce8bh3fv/aCqa6h1cV464j2/I9m2b/1oqmu0e126XQ6U11j2v84aPXxtokkFWS8Jakg4y1JBRlvSSrIeEtSQcZbkgoy3pJUkPGWpIKMtyQVZLwlqSDjLUkFDf3ZJhFxLHArsAFoAdcCTwK3AXNAD/hUZh6Y6pSSpIOMuvK+EHguM88CzgE+D2wDtjTbZoBzpzuiJGmhUfG+C7h63vOXgQ7wQPP8XuCDU5hLkjTE0NsmmfkSQESsB+4GtgA3ZOZc85IXgTeMs1Cv1zuMMbWadbtd15AWGPnzvCPi7cBu4KbM3BkR18/bvR54YZyF2u02rVZrsim1eu18cuo/a3slfp73Svw9dHTp9/tDL3qH3jaJiDcD9wNXZOatzeYnImJT8/gc4MFlmFOStASjrryvBE4Aro6IV+59bwZujIh1wDcY3E6RJK2gUfe8NzOI9UJnT2ccSdI4/JCOJBVkvCWpIOMtSQUZb0kqyHhLUkHGW5IKMt6SVJDxlqSCjLckFWS8Jakg4y1JBRlvSSrIeEtSQcZbkgoy3pJUkPGWpIKMtyQVZLwlqSDjLUkFGW9JKsh4S1JBxluSCjLeklSQ8Zakgoy3JBVkvCWpIOMtSQUZb0kqyHhLUkHGW5IKMt6SVJDxlqSCjLckFWS8JamgteO8KCLOAK7LzE0RcSpwD/CtZvfNmXnntAaUJP24kfGOiM8CFwH/22w6FdiWmVunOZgkaXHjXHnvA84DdjTPO0BExLkMrr4/nZkvjjpJr9ebeEitbt1u1zWkBUbGOzO/GBEb5m36F2B7ZnYj4irgGuAzo87TbrdptVoTD6pVaueTdDqdqS7R7XanvsZK/D10dOn3+0Mveif5huXuzHzlEmI38O5JBpMkTW6SeH8lIk5vHn8A8GtBSVphY73bZIFPAp+PiFnge8AnlnckSdIoY8U7M58BNjaPHwfOnOJMkqQR/JCOJBVkvCWpIOMtSQUZb0kqyHhLUkHGW5IKMt6SVJDxlqSCjLckFWS8Jakg4y1JBRlvSSrIeEtSQcZbkgoy3pJUkPGWpIKMtyQVZLwlqSDjLUkFGW9JKsh4S1JBxluSCjLeklSQ8Zakgoy3JBVkvCWpIOMtSQUZb0kqyHhLUkHGW5IKMt6SVJDxlqSCjLckFbR2nBdFxBnAdZm5KSLeAdwGzAE94FOZeWB6I0qSFhp55R0RnwW2A8c1m7YBWzLzLGAGOHd640mSDmWc2yb7gPPmPe8ADzSP7wU+uNxDSZKGG3nbJDO/GBEb5m2aycy55vGLwBvGWajX6y19Oq16d+zawp4vXDz1dfZM+fx3nPA2uh/5uSmvotVkrHveC8y/v70eeGGcg9rtNq1Wa4LltJqdfv617N960VTX6Ha7dDqdqa6x8fId7J/yGjq69Pv9oRe9k7zb5ImI2NQ8Pgd4cIJzSJIOwyRX3pcDt0TEOuAbwN3LO5IkaZSx4p2ZzwAbm8d7gbOnOJMkaQQ/pCNJBRlvSSrIeEtSQcZbkgoy3pJUkPGWpIKMtyQVZLwlqSDjLUkFGW9JKsh4S1JBxluSCjLeklSQ8Zakgoy3JBVkvCWpIOMtSQUZb0kqyHhLUkHGW5IKMt6SVJDxlqSCjLckFWS8Jakg4y1JBRlvSSrIeEtSQcZbkgoy3pJUkPGWpIKMtyQVZLwlqSDjLUkFrZ30wIh4AvhB8/TpzLx4eUaSJI0yUbwj4jiAzNy0rNNIksYy6ZX3u4DXR8T9zTmuzMxHl28sSdIwk8b7h8ANwHbgncC9ERGZ+fJiB/R6vQmX0mq35vId019k55NTPf3x646h2+1OdQ2tLpPGey/w7cycA/ZGxHPAicB/LHZAu92m1WpNuJxWq/2dztTXWHP5DvZvvWjq60hL0e/3h170Tvpuk48DWwEi4q3A8cCzE55LkrREk155/w1wW0Q8BMwBHx92y0SStLwmindmzgIfWeZZJElj8kM6klSQ8Zakgoy3JBVkvCWpIOMtSQUZb0kqyHhLUkHGW5IKMt6SVJDxlqSCjLckFWS8Jakg4y1JBRlvSSrIeEtSQcZbkgoy3pJUkPGWpIKMtyQVZLwlqSDjLUkFGW9JKsh4S1JBxluSCjLeklSQ8Zakgoy3JBVkvCWpIOMtSQUZb0kqyHhLUkHGW5IKMt6SVNDaSQ6KiGOAm4B3AX3gksz89nIOJkla3KRX3r8BHJeZ7wX+DNi6fCNJkkaZNN6/BNwHkJmPAqct20SSpJEmum0CHA/8YN7z/RGxNjNfXuyAXq834VLS+M4//3yeeuqpJR83s+2jY7/25JNPZteuXUteQ1pOk8b7f4D1854fMyzcAO12m1arNeFy0nj27du35GO63S6dTmcK00iT6/f7Qy96J71t8jDw6wARsRH4+oTnkSRNYNIr793Ar0bEI8AMcPHyjSRJGmWieGfmAeDSZZ5FkjQmP6QjSQUZb0kqyHhLUkHGW5IKmvTdJkuxBmB2dnYFlpIm0+/3X+sRpIPMa+aaQ+1fiXifCLB3794VWEqajJ8A1hHsRODHPn22EvHeA5wFPAvsX4H1JOlosIZBuPccaufM3Nzcyo4jSTpsfsNSkgoy3pJUkPGWpIKMtyQVZLwlqaCVeKugtCQRcRJwA/Am4Fjg34ArMvPFRV7/m8BjwDrg7zJz4yKvOw64MDO3L7L/VAY/7vgXM/P5ZtsfA+/LzAsO728lLS+vvHVEiYjXAV8Crs/MTZn5PgZh/tshh21m8Kv5RnkLcMliOzPzcWA7cGMzy88CnwT+YLzppZXj+7x1RImI3wI2ZeYfLdj+KLAX2JmZ90XErwG/A9wF3NHsuxC4PTM3RsTZwJ8z+GDYPgYBvgm4ALghMz+3yPprgEeAa4DLgL/IzK81+/4S+GUGFz3bMvOuZp1rmsNfD3wUmAXuAZ4D/gF4Cfg94ADwUGb+6WH9R5LwyltHnpM5xEeBgacZhPMgmfll4F95NZpExAxwC3BeZp4NfBf4GIOYP7lYuJvz7W/OdRvw+LxwnwOc1Hwl8CvAVRHxRuDnGdyKeT+Drxh+uznVW4APZeb1DH7T1ObMfC/wVER4u1KHzXjrSPNdYMMhtr8T+Od5z2eGnOOnGHyseFdEfA34EPDT4w6QmQl8k0HAX/ELQKc5330M7sX/TDPvjRFxG4OoH9u8/unMfOUnC10MXBoRDzTHDJtdGovx1pHm7xn8ftTTX9kQEZcA/w38kOYHnQGnzjvmAAf/v/x94DvAuZm5icEV91cP8bql+Cbw1eZ87wd2AU8xuEd+cWZ+DPhPXg3zgXnH/j5wafNVwLuBMyecQfp/xltHlMx8CfgwsCUiHo6Ix4AzgN9lEMo/iYh/BN4277BHgNuBn2jOcYDBNzG/3PyS7D8EesB/Aesi4roJRrsHeCkiHgS6wFzz7pcdwGMR8TCwHnjrIY79OrAnIv6pmeGxCdaXDuI3LCWpIL9xolWnuSVz/SF23ZmZN6/0PNIkvPKWpIK85y1JBRlvSSrIeEtSQcZbkgoy3pJU0P8BSXASenrOmVgAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "df[['Outlet_Years']].boxplot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Relationship between Parameters "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Item_MRP"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:19.491120Z",
     "start_time": "2021-02-16T07:32:19.051369Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\affine\\AppData\\Roaming\\Python\\Python37\\site-packages\\seaborn\\_decorators.py:43: FutureWarning:\n",
      "\n",
      "Pass the following variables as keyword args: x, y. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p=sns.scatterplot(df_main[\"Item_MRP\"],df_main[\"Item_Outlet_Sales\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Item_Visibility\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:19.507110Z",
     "start_time": "2021-02-16T07:32:19.497115Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.0160473 , 0.01927822, 0.01676007, ..., 0.03922186, 0.02158192,\n",
       "       0.128206  ])"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_main['Item_Visibility'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:20.143746Z",
     "start_time": "2021-02-16T07:32:19.510110Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\affine\\AppData\\Roaming\\Python\\Python37\\site-packages\\seaborn\\_decorators.py:43: FutureWarning:\n",
      "\n",
      "Pass the following variables as keyword args: x, y. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p=sns.scatterplot(df_main[\"Item_Visibility\"],df_main[\"Item_Outlet_Sales\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Outlet Years"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:21.019241Z",
     "start_time": "2021-02-16T07:32:20.147746Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\affine\\AppData\\Roaming\\Python\\Python37\\site-packages\\seaborn\\_decorators.py:43: FutureWarning:\n",
      "\n",
      "Pass the following variables as keyword args: x, y. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p=sns.barplot(df_main[\"Outlet_Years\"],df_main[\"Item_Outlet_Sales\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Outlet name"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:21.439001Z",
     "start_time": "2021-02-16T07:32:21.022243Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x156d4821a88>"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "temp=df_main[[\"Outlet_Identifier\",'Item_Outlet_Sales']].groupby([\"Outlet_Identifier\"]).agg({'Item_Outlet_Sales':'sum'})\n",
    "temp.plot(kind=\"bar\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:22.123611Z",
     "start_time": "2021-02-16T07:32:21.441999Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Outlet_Identifier vs Item_Outlet_Sales ')"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1008x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize = (14,9))\n",
    "sns.boxplot(x='Outlet_Identifier', y='Item_Outlet_Sales', data=df_main, palette=\"Set1\")\n",
    "plt.title(\"Outlet_Identifier vs Item_Outlet_Sales \")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Item Type\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:22.153591Z",
     "start_time": "2021-02-16T07:32:22.126606Z"
    }
   },
   "outputs": [],
   "source": [
    "x,y,z = df_main[df_main[\"Item_Type_Combined_0\"]==1],df_main[df_main[\"Item_Type_Combined_1\"]==1],df_main[df_main[\"Item_Type_Combined_2\"]==1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:22.262538Z",
     "start_time": "2021-02-16T07:32:22.156591Z"
    }
   },
   "outputs": [],
   "source": [
    "df_pie = pd.DataFrame([[x.shape[0],y.shape[0],z.shape[0]]], columns=[\"Item_Type_Combined_0\",\"Item_Type_Combined_1\",\"Item_Type_Combined_2\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:22.400471Z",
     "start_time": "2021-02-16T07:32:22.265527Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Item_Type_Combined_0</th>\n",
       "      <th>Item_Type_Combined_1</th>\n",
       "      <th>Item_Type_Combined_2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>482</td>\n",
       "      <td>3609</td>\n",
       "      <td>914</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Item_Type_Combined_0  Item_Type_Combined_1  Item_Type_Combined_2\n",
       "0                   482                  3609                   914"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_pie"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:22.633319Z",
     "start_time": "2021-02-16T07:32:22.403450Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Anaconda3\\lib\\site-packages\\ipykernel_launcher.py:2: MatplotlibDeprecationWarning:\n",
      "\n",
      "Non-1D inputs to pie() are currently squeeze()d, but this behavior is deprecated since 3.1 and will be removed in 3.3; pass a 1D array instead.\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.pie(df_pie, labels=df_pie.columns, autopct='%1.1f%%',\n",
    "        shadow=True, startangle=90)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:22.665320Z",
     "start_time": "2021-02-16T07:32:22.636316Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Item_Type_Combined_0 482\n",
      "Item_Type_Combined_1 3609\n",
      "Item_Type_Combined_2 914\n"
     ]
    }
   ],
   "source": [
    "column= [\"Item_Type_Combined_0\",\"Item_Type_Combined_1\",\"Item_Type_Combined_2\"]\n",
    "for col in column:\n",
    "    print(col,df_main[df_main[col]==1][col].value_counts()[1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:23.440854Z",
     "start_time": "2021-02-16T07:32:22.668299Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x504 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(20,7), facecolor='white')\n",
    "plotnumber = 1\n",
    "for column in [\"Item_Type_Combined_0\",\"Item_Type_Combined_1\",\"Item_Type_Combined_2\"]:\n",
    "    ax = plt.subplot(1,3,plotnumber)\n",
    "    sns.countplot(x = column,data = df_main,ax=ax)\n",
    "    plt.xlabel(column,fontsize=20)\n",
    "    plotnumber+=1\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:23.704726Z",
     "start_time": "2021-02-16T07:32:23.444851Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x156d5fabd88>"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.boxplot(x='Item_Type_Combined_0', y='Item_Outlet_Sales', data=df_main, palette=\"Set1\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Item Fat Content"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:23.720715Z",
     "start_time": "2021-02-16T07:32:23.707700Z"
    }
   },
   "outputs": [],
   "source": [
    "x,y = df_main[df_main[\"Item_Fat_Content_0\"]==1],df_main[df_main[\"Item_Fat_Content_1\"]==1]\n",
    "df_pie = pd.DataFrame([[x.shape[0],y.shape[0]]], columns=[\"Item_Fat_Content_0\",\"Item_Fat_Content_1\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:23.860612Z",
     "start_time": "2021-02-16T07:32:23.722692Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Item_Fat_Content_0</th>\n",
       "      <th>Item_Fat_Content_1</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>3277</td>\n",
       "      <td>1728</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Item_Fat_Content_0  Item_Fat_Content_1\n",
       "0                3277                1728"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_pie"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:24.076831Z",
     "start_time": "2021-02-16T07:32:23.863610Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Anaconda3\\lib\\site-packages\\ipykernel_launcher.py:2: MatplotlibDeprecationWarning:\n",
      "\n",
      "Non-1D inputs to pie() are currently squeeze()d, but this behavior is deprecated since 3.1 and will be removed in 3.3; pass a 1D array instead.\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.pie(df_pie, labels=df_pie.columns, autopct='%1.1f%%',\n",
    "        shadow=True, startangle=90)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Outlet Location"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:24.140793Z",
     "start_time": "2021-02-16T07:32:24.082826Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>sales</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Outlet_Location_Type_0</th>\n",
       "      <td>2.712625e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Location_Type_1</th>\n",
       "      <td>4.027673e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Location_Type_2</th>\n",
       "      <td>4.440188e+06</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                               sales\n",
       "Outlet_Location_Type_0  2.712625e+06\n",
       "Outlet_Location_Type_1  4.027673e+06\n",
       "Outlet_Location_Type_2  4.440188e+06"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x=df_main[df_main[\"Outlet_Location_Type_0\"]==1]['Item_Outlet_Sales'].sum()\n",
    "y=df_main[df_main[\"Outlet_Location_Type_1\"]==1]['Item_Outlet_Sales'].sum()\n",
    "z=df_main[df_main[\"Outlet_Location_Type_2\"]==1]['Item_Outlet_Sales'].sum()\n",
    "temp=pd.DataFrame([x,y,z],index=[\"Outlet_Location_Type_0\",\"Outlet_Location_Type_1\",\"Outlet_Location_Type_2\"],columns=['sales'])\n",
    "temp.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:24.592538Z",
     "start_time": "2021-02-16T07:32:24.144792Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x156d609c688>"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "temp.plot(kind='bar',rot=10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Sales by Product"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:24.607532Z",
     "start_time": "2021-02-16T07:32:24.596535Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['FDA15', 'DRC01', 'FDN15', ..., 'FDZ43', 'FDJ50', 'FDV35'],\n",
       "      dtype=object)"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_main['Item_Identifier'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:24.731456Z",
     "start_time": "2021-02-16T07:32:24.610529Z"
    }
   },
   "outputs": [],
   "source": [
    "temp=df_main[[\"Item_Identifier\",'Item_Outlet_Sales']].groupby([\"Item_Identifier\"]).agg({'Item_Outlet_Sales':'sum'})\n",
    "temp['Item_Outlet_Sales']=round(temp['Item_Outlet_Sales'],2)\n",
    "temp=temp.sort_values(by = 'Item_Outlet_Sales',ascending=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### Top 20 selling products"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:25.293462Z",
     "start_time": "2021-02-16T07:32:24.734455Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x156d6115708>"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "temp.head(20).plot(kind='bar')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### Bottom  20 selling products"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:25.742206Z",
     "start_time": "2021-02-16T07:32:25.296462Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x156d4ab1f88>"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "temp.tail(20).plot(kind='bar')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Correlation matrix and its heat map\n",
    "- <b>A correlation matrix </b>is a table showing correlation coefficients between variables. Each cell in the table shows the correlation between two variables. A correlation matrix is used to summarize data, as an input into a more advanced analysis, and as a diagnostic for advanced analyses."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:25.819161Z",
     "start_time": "2021-02-16T07:32:25.745203Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Item_Weight</th>\n",
       "      <th>Item_Visibility</th>\n",
       "      <th>Item_MRP</th>\n",
       "      <th>Item_Outlet_Sales</th>\n",
       "      <th>Outlet_Years</th>\n",
       "      <th>Item_Fat_Content_0</th>\n",
       "      <th>Item_Fat_Content_1</th>\n",
       "      <th>Outlet_Location_Type_0</th>\n",
       "      <th>Outlet_Location_Type_1</th>\n",
       "      <th>Outlet_Location_Type_2</th>\n",
       "      <th>...</th>\n",
       "      <th>Outlet_0</th>\n",
       "      <th>Outlet_1</th>\n",
       "      <th>Outlet_2</th>\n",
       "      <th>Outlet_3</th>\n",
       "      <th>Outlet_4</th>\n",
       "      <th>Outlet_5</th>\n",
       "      <th>Outlet_6</th>\n",
       "      <th>Outlet_7</th>\n",
       "      <th>Outlet_8</th>\n",
       "      <th>Outlet_9</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Item_Weight</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.028674</td>\n",
       "      <td>-0.000255</td>\n",
       "      <td>0.010784</td>\n",
       "      <td>0.016975</td>\n",
       "      <td>0.024335</td>\n",
       "      <td>-0.024335</td>\n",
       "      <td>-0.022108</td>\n",
       "      <td>0.012272</td>\n",
       "      <td>0.008492</td>\n",
       "      <td>...</td>\n",
       "      <td>0.022577</td>\n",
       "      <td>0.010177</td>\n",
       "      <td>0.012942</td>\n",
       "      <td>-0.028762</td>\n",
       "      <td>-0.002504</td>\n",
       "      <td>0.014350</td>\n",
       "      <td>0.014923</td>\n",
       "      <td>-0.009263</td>\n",
       "      <td>0.006385</td>\n",
       "      <td>-0.036504</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Visibility</th>\n",
       "      <td>-0.028674</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.030495</td>\n",
       "      <td>-0.141637</td>\n",
       "      <td>0.100036</td>\n",
       "      <td>-0.032534</td>\n",
       "      <td>0.032534</td>\n",
       "      <td>0.070483</td>\n",
       "      <td>-0.091197</td>\n",
       "      <td>0.023702</td>\n",
       "      <td>...</td>\n",
       "      <td>0.178385</td>\n",
       "      <td>-0.022856</td>\n",
       "      <td>-0.042400</td>\n",
       "      <td>-0.031459</td>\n",
       "      <td>0.222598</td>\n",
       "      <td>-0.044514</td>\n",
       "      <td>-0.056060</td>\n",
       "      <td>-0.038007</td>\n",
       "      <td>-0.024618</td>\n",
       "      <td>-0.047956</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_MRP</th>\n",
       "      <td>-0.000255</td>\n",
       "      <td>-0.030495</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.586390</td>\n",
       "      <td>0.003133</td>\n",
       "      <td>-0.026634</td>\n",
       "      <td>0.026634</td>\n",
       "      <td>-0.016943</td>\n",
       "      <td>0.025257</td>\n",
       "      <td>-0.008949</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.016716</td>\n",
       "      <td>0.005037</td>\n",
       "      <td>0.006770</td>\n",
       "      <td>-0.019139</td>\n",
       "      <td>-0.019026</td>\n",
       "      <td>0.012579</td>\n",
       "      <td>-0.004686</td>\n",
       "      <td>0.035316</td>\n",
       "      <td>0.010870</td>\n",
       "      <td>-0.020555</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Outlet_Sales</th>\n",
       "      <td>0.010784</td>\n",
       "      <td>-0.141637</td>\n",
       "      <td>0.586390</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.059710</td>\n",
       "      <td>-0.032061</td>\n",
       "      <td>0.032061</td>\n",
       "      <td>-0.107430</td>\n",
       "      <td>0.056979</td>\n",
       "      <td>0.043853</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.267919</td>\n",
       "      <td>0.009033</td>\n",
       "      <td>0.051358</td>\n",
       "      <td>-0.068616</td>\n",
       "      <td>-0.282744</td>\n",
       "      <td>0.333309</td>\n",
       "      <td>-0.003498</td>\n",
       "      <td>0.037254</td>\n",
       "      <td>0.008891</td>\n",
       "      <td>0.057511</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Years</th>\n",
       "      <td>0.016975</td>\n",
       "      <td>0.100036</td>\n",
       "      <td>0.003133</td>\n",
       "      <td>0.059710</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.020204</td>\n",
       "      <td>-0.020204</td>\n",
       "      <td>0.209903</td>\n",
       "      <td>-0.551707</td>\n",
       "      <td>0.343721</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.003999</td>\n",
       "      <td>0.459396</td>\n",
       "      <td>-0.386910</td>\n",
       "      <td>-0.455762</td>\n",
       "      <td>0.400523</td>\n",
       "      <td>0.530069</td>\n",
       "      <td>-0.260612</td>\n",
       "      <td>-0.179144</td>\n",
       "      <td>0.036373</td>\n",
       "      <td>-0.047138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Fat_Content_0</th>\n",
       "      <td>0.024335</td>\n",
       "      <td>-0.032534</td>\n",
       "      <td>-0.026634</td>\n",
       "      <td>-0.032061</td>\n",
       "      <td>0.020204</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.042783</td>\n",
       "      <td>-0.038263</td>\n",
       "      <td>-0.002281</td>\n",
       "      <td>...</td>\n",
       "      <td>0.001517</td>\n",
       "      <td>-0.036649</td>\n",
       "      <td>-0.019633</td>\n",
       "      <td>0.010862</td>\n",
       "      <td>0.040452</td>\n",
       "      <td>0.021831</td>\n",
       "      <td>-0.023539</td>\n",
       "      <td>-0.014116</td>\n",
       "      <td>0.012381</td>\n",
       "      <td>0.017748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Fat_Content_1</th>\n",
       "      <td>-0.024335</td>\n",
       "      <td>0.032534</td>\n",
       "      <td>0.026634</td>\n",
       "      <td>0.032061</td>\n",
       "      <td>-0.020204</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.042783</td>\n",
       "      <td>0.038263</td>\n",
       "      <td>0.002281</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.001517</td>\n",
       "      <td>0.036649</td>\n",
       "      <td>0.019633</td>\n",
       "      <td>-0.010862</td>\n",
       "      <td>-0.040452</td>\n",
       "      <td>-0.021831</td>\n",
       "      <td>0.023539</td>\n",
       "      <td>0.014116</td>\n",
       "      <td>-0.012381</td>\n",
       "      <td>-0.017748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Location_Type_0</th>\n",
       "      <td>-0.022108</td>\n",
       "      <td>0.070483</td>\n",
       "      <td>-0.016943</td>\n",
       "      <td>-0.107430</td>\n",
       "      <td>0.209903</td>\n",
       "      <td>0.042783</td>\n",
       "      <td>-0.042783</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.447229</td>\n",
       "      <td>-0.489277</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.156269</td>\n",
       "      <td>-0.220515</td>\n",
       "      <td>-0.220962</td>\n",
       "      <td>-0.213526</td>\n",
       "      <td>0.416451</td>\n",
       "      <td>-0.214889</td>\n",
       "      <td>-0.221631</td>\n",
       "      <td>-0.226063</td>\n",
       "      <td>0.561561</td>\n",
       "      <td>0.556369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Location_Type_1</th>\n",
       "      <td>0.012272</td>\n",
       "      <td>-0.091197</td>\n",
       "      <td>0.025257</td>\n",
       "      <td>0.056979</td>\n",
       "      <td>-0.551707</td>\n",
       "      <td>-0.038263</td>\n",
       "      <td>0.038263</td>\n",
       "      <td>-0.447229</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.561230</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.179250</td>\n",
       "      <td>-0.252944</td>\n",
       "      <td>0.494068</td>\n",
       "      <td>-0.244927</td>\n",
       "      <td>-0.186249</td>\n",
       "      <td>-0.246490</td>\n",
       "      <td>0.495564</td>\n",
       "      <td>0.505474</td>\n",
       "      <td>-0.251147</td>\n",
       "      <td>-0.248825</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Location_Type_2</th>\n",
       "      <td>0.008492</td>\n",
       "      <td>0.023702</td>\n",
       "      <td>-0.008949</td>\n",
       "      <td>0.043853</td>\n",
       "      <td>0.343721</td>\n",
       "      <td>-0.002281</td>\n",
       "      <td>0.002281</td>\n",
       "      <td>-0.489277</td>\n",
       "      <td>-0.561230</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.319388</td>\n",
       "      <td>0.450696</td>\n",
       "      <td>-0.277286</td>\n",
       "      <td>0.436411</td>\n",
       "      <td>-0.203760</td>\n",
       "      <td>0.439196</td>\n",
       "      <td>-0.278125</td>\n",
       "      <td>-0.283687</td>\n",
       "      <td>-0.274759</td>\n",
       "      <td>-0.272218</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Size_0</th>\n",
       "      <td>0.010177</td>\n",
       "      <td>-0.022856</td>\n",
       "      <td>0.005037</td>\n",
       "      <td>0.009033</td>\n",
       "      <td>0.459396</td>\n",
       "      <td>-0.036649</td>\n",
       "      <td>0.036649</td>\n",
       "      <td>-0.220515</td>\n",
       "      <td>-0.252944</td>\n",
       "      <td>0.450696</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.088383</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.124972</td>\n",
       "      <td>-0.120766</td>\n",
       "      <td>-0.091834</td>\n",
       "      <td>-0.121537</td>\n",
       "      <td>-0.125350</td>\n",
       "      <td>-0.127857</td>\n",
       "      <td>-0.123833</td>\n",
       "      <td>-0.122688</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Size_1</th>\n",
       "      <td>-0.033718</td>\n",
       "      <td>-0.081995</td>\n",
       "      <td>-0.017949</td>\n",
       "      <td>0.213349</td>\n",
       "      <td>0.019224</td>\n",
       "      <td>0.033371</td>\n",
       "      <td>-0.033371</td>\n",
       "      <td>0.087965</td>\n",
       "      <td>-0.489397</td>\n",
       "      <td>0.395801</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.171003</td>\n",
       "      <td>-0.241307</td>\n",
       "      <td>-0.241796</td>\n",
       "      <td>0.500466</td>\n",
       "      <td>-0.177680</td>\n",
       "      <td>0.503661</td>\n",
       "      <td>-0.242528</td>\n",
       "      <td>-0.247378</td>\n",
       "      <td>-0.239592</td>\n",
       "      <td>0.508431</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Size_2</th>\n",
       "      <td>0.014391</td>\n",
       "      <td>0.006719</td>\n",
       "      <td>0.021439</td>\n",
       "      <td>-0.078258</td>\n",
       "      <td>-0.304608</td>\n",
       "      <td>-0.008792</td>\n",
       "      <td>0.008792</td>\n",
       "      <td>0.130175</td>\n",
       "      <td>0.699408</td>\n",
       "      <td>-0.802436</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.256288</td>\n",
       "      <td>-0.361655</td>\n",
       "      <td>0.345555</td>\n",
       "      <td>-0.350192</td>\n",
       "      <td>0.253926</td>\n",
       "      <td>-0.352427</td>\n",
       "      <td>0.346601</td>\n",
       "      <td>0.353533</td>\n",
       "      <td>0.342406</td>\n",
       "      <td>-0.355765</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Size_3</th>\n",
       "      <td>0.022577</td>\n",
       "      <td>0.178385</td>\n",
       "      <td>-0.016716</td>\n",
       "      <td>-0.267919</td>\n",
       "      <td>-0.003999</td>\n",
       "      <td>0.001517</td>\n",
       "      <td>-0.001517</td>\n",
       "      <td>-0.156269</td>\n",
       "      <td>-0.179250</td>\n",
       "      <td>0.319388</td>\n",
       "      <td>...</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.088383</td>\n",
       "      <td>-0.088562</td>\n",
       "      <td>-0.085581</td>\n",
       "      <td>-0.065078</td>\n",
       "      <td>-0.086128</td>\n",
       "      <td>-0.088830</td>\n",
       "      <td>-0.090606</td>\n",
       "      <td>-0.087755</td>\n",
       "      <td>-0.086943</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Type_0</th>\n",
       "      <td>0.014369</td>\n",
       "      <td>0.293736</td>\n",
       "      <td>-0.026162</td>\n",
       "      <td>-0.402819</td>\n",
       "      <td>0.294904</td>\n",
       "      <td>0.031165</td>\n",
       "      <td>-0.031165</td>\n",
       "      <td>0.197281</td>\n",
       "      <td>-0.267333</td>\n",
       "      <td>0.078115</td>\n",
       "      <td>...</td>\n",
       "      <td>0.670510</td>\n",
       "      <td>-0.131814</td>\n",
       "      <td>-0.132081</td>\n",
       "      <td>-0.127636</td>\n",
       "      <td>0.696692</td>\n",
       "      <td>-0.128451</td>\n",
       "      <td>-0.132481</td>\n",
       "      <td>-0.135130</td>\n",
       "      <td>-0.130877</td>\n",
       "      <td>-0.129667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Type_1</th>\n",
       "      <td>-0.000673</td>\n",
       "      <td>-0.154702</td>\n",
       "      <td>0.022409</td>\n",
       "      <td>0.106981</td>\n",
       "      <td>-0.255029</td>\n",
       "      <td>-0.042978</td>\n",
       "      <td>0.042978</td>\n",
       "      <td>0.141891</td>\n",
       "      <td>0.505927</td>\n",
       "      <td>-0.624618</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.354300</td>\n",
       "      <td>0.249457</td>\n",
       "      <td>0.249962</td>\n",
       "      <td>-0.484115</td>\n",
       "      <td>-0.368135</td>\n",
       "      <td>-0.487205</td>\n",
       "      <td>0.250719</td>\n",
       "      <td>0.255733</td>\n",
       "      <td>0.247684</td>\n",
       "      <td>0.245394</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Type_2</th>\n",
       "      <td>-0.028762</td>\n",
       "      <td>-0.031459</td>\n",
       "      <td>-0.019139</td>\n",
       "      <td>-0.068616</td>\n",
       "      <td>-0.455762</td>\n",
       "      <td>0.010862</td>\n",
       "      <td>-0.010862</td>\n",
       "      <td>-0.213526</td>\n",
       "      <td>-0.244927</td>\n",
       "      <td>0.436411</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.085581</td>\n",
       "      <td>-0.120766</td>\n",
       "      <td>-0.121011</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.088923</td>\n",
       "      <td>-0.117685</td>\n",
       "      <td>-0.121377</td>\n",
       "      <td>-0.123804</td>\n",
       "      <td>-0.119908</td>\n",
       "      <td>-0.118799</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_Type_3</th>\n",
       "      <td>0.014350</td>\n",
       "      <td>-0.044514</td>\n",
       "      <td>0.012579</td>\n",
       "      <td>0.333309</td>\n",
       "      <td>0.530069</td>\n",
       "      <td>0.021831</td>\n",
       "      <td>-0.021831</td>\n",
       "      <td>-0.214889</td>\n",
       "      <td>-0.246490</td>\n",
       "      <td>0.439196</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.086128</td>\n",
       "      <td>-0.121537</td>\n",
       "      <td>-0.121783</td>\n",
       "      <td>-0.117685</td>\n",
       "      <td>-0.089491</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.122152</td>\n",
       "      <td>-0.124594</td>\n",
       "      <td>-0.120673</td>\n",
       "      <td>-0.119557</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Type_Combined_0</th>\n",
       "      <td>-0.060947</td>\n",
       "      <td>-0.025330</td>\n",
       "      <td>-0.062313</td>\n",
       "      <td>-0.042982</td>\n",
       "      <td>-0.003756</td>\n",
       "      <td>0.170101</td>\n",
       "      <td>-0.170101</td>\n",
       "      <td>0.026819</td>\n",
       "      <td>0.045170</td>\n",
       "      <td>-0.068862</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.038562</td>\n",
       "      <td>-0.026851</td>\n",
       "      <td>0.030923</td>\n",
       "      <td>-0.038631</td>\n",
       "      <td>0.040241</td>\n",
       "      <td>-0.013297</td>\n",
       "      <td>0.034526</td>\n",
       "      <td>0.002420</td>\n",
       "      <td>0.024348</td>\n",
       "      <td>-0.017277</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Type_Combined_1</th>\n",
       "      <td>0.010059</td>\n",
       "      <td>0.048820</td>\n",
       "      <td>0.066332</td>\n",
       "      <td>0.061257</td>\n",
       "      <td>0.027430</td>\n",
       "      <td>-0.407589</td>\n",
       "      <td>0.407589</td>\n",
       "      <td>0.000600</td>\n",
       "      <td>-0.039217</td>\n",
       "      <td>0.037685</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.020276</td>\n",
       "      <td>0.038027</td>\n",
       "      <td>-0.032074</td>\n",
       "      <td>0.019142</td>\n",
       "      <td>-0.015698</td>\n",
       "      <td>0.017126</td>\n",
       "      <td>-0.009616</td>\n",
       "      <td>-0.017017</td>\n",
       "      <td>0.026893</td>\n",
       "      <td>-0.013885</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Item_Type_Combined_2</th>\n",
       "      <td>0.034861</td>\n",
       "      <td>-0.037328</td>\n",
       "      <td>-0.029417</td>\n",
       "      <td>-0.038286</td>\n",
       "      <td>-0.028972</td>\n",
       "      <td>0.343235</td>\n",
       "      <td>-0.343235</td>\n",
       "      <td>-0.021175</td>\n",
       "      <td>0.011032</td>\n",
       "      <td>0.008837</td>\n",
       "      <td>...</td>\n",
       "      <td>0.052980</td>\n",
       "      <td>-0.023639</td>\n",
       "      <td>0.013619</td>\n",
       "      <td>0.007278</td>\n",
       "      <td>-0.012505</td>\n",
       "      <td>-0.009726</td>\n",
       "      <td>-0.015201</td>\n",
       "      <td>0.017904</td>\n",
       "      <td>-0.049808</td>\n",
       "      <td>0.029310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_0</th>\n",
       "      <td>0.022577</td>\n",
       "      <td>0.178385</td>\n",
       "      <td>-0.016716</td>\n",
       "      <td>-0.267919</td>\n",
       "      <td>-0.003999</td>\n",
       "      <td>0.001517</td>\n",
       "      <td>-0.001517</td>\n",
       "      <td>-0.156269</td>\n",
       "      <td>-0.179250</td>\n",
       "      <td>0.319388</td>\n",
       "      <td>...</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.088383</td>\n",
       "      <td>-0.088562</td>\n",
       "      <td>-0.085581</td>\n",
       "      <td>-0.065078</td>\n",
       "      <td>-0.086128</td>\n",
       "      <td>-0.088830</td>\n",
       "      <td>-0.090606</td>\n",
       "      <td>-0.087755</td>\n",
       "      <td>-0.086943</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_1</th>\n",
       "      <td>0.010177</td>\n",
       "      <td>-0.022856</td>\n",
       "      <td>0.005037</td>\n",
       "      <td>0.009033</td>\n",
       "      <td>0.459396</td>\n",
       "      <td>-0.036649</td>\n",
       "      <td>0.036649</td>\n",
       "      <td>-0.220515</td>\n",
       "      <td>-0.252944</td>\n",
       "      <td>0.450696</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.088383</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.124972</td>\n",
       "      <td>-0.120766</td>\n",
       "      <td>-0.091834</td>\n",
       "      <td>-0.121537</td>\n",
       "      <td>-0.125350</td>\n",
       "      <td>-0.127857</td>\n",
       "      <td>-0.123833</td>\n",
       "      <td>-0.122688</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_2</th>\n",
       "      <td>0.012942</td>\n",
       "      <td>-0.042400</td>\n",
       "      <td>0.006770</td>\n",
       "      <td>0.051358</td>\n",
       "      <td>-0.386910</td>\n",
       "      <td>-0.019633</td>\n",
       "      <td>0.019633</td>\n",
       "      <td>-0.220962</td>\n",
       "      <td>0.494068</td>\n",
       "      <td>-0.277286</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.088562</td>\n",
       "      <td>-0.124972</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.121011</td>\n",
       "      <td>-0.092020</td>\n",
       "      <td>-0.121783</td>\n",
       "      <td>-0.125604</td>\n",
       "      <td>-0.128116</td>\n",
       "      <td>-0.124084</td>\n",
       "      <td>-0.122936</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_3</th>\n",
       "      <td>-0.028762</td>\n",
       "      <td>-0.031459</td>\n",
       "      <td>-0.019139</td>\n",
       "      <td>-0.068616</td>\n",
       "      <td>-0.455762</td>\n",
       "      <td>0.010862</td>\n",
       "      <td>-0.010862</td>\n",
       "      <td>-0.213526</td>\n",
       "      <td>-0.244927</td>\n",
       "      <td>0.436411</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.085581</td>\n",
       "      <td>-0.120766</td>\n",
       "      <td>-0.121011</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.088923</td>\n",
       "      <td>-0.117685</td>\n",
       "      <td>-0.121377</td>\n",
       "      <td>-0.123804</td>\n",
       "      <td>-0.119908</td>\n",
       "      <td>-0.118799</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_4</th>\n",
       "      <td>-0.002504</td>\n",
       "      <td>0.222598</td>\n",
       "      <td>-0.019026</td>\n",
       "      <td>-0.282744</td>\n",
       "      <td>0.400523</td>\n",
       "      <td>0.040452</td>\n",
       "      <td>-0.040452</td>\n",
       "      <td>0.416451</td>\n",
       "      <td>-0.186249</td>\n",
       "      <td>-0.203760</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.065078</td>\n",
       "      <td>-0.091834</td>\n",
       "      <td>-0.092020</td>\n",
       "      <td>-0.088923</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.089491</td>\n",
       "      <td>-0.092298</td>\n",
       "      <td>-0.094144</td>\n",
       "      <td>-0.091181</td>\n",
       "      <td>-0.090338</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_5</th>\n",
       "      <td>0.014350</td>\n",
       "      <td>-0.044514</td>\n",
       "      <td>0.012579</td>\n",
       "      <td>0.333309</td>\n",
       "      <td>0.530069</td>\n",
       "      <td>0.021831</td>\n",
       "      <td>-0.021831</td>\n",
       "      <td>-0.214889</td>\n",
       "      <td>-0.246490</td>\n",
       "      <td>0.439196</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.086128</td>\n",
       "      <td>-0.121537</td>\n",
       "      <td>-0.121783</td>\n",
       "      <td>-0.117685</td>\n",
       "      <td>-0.089491</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.122152</td>\n",
       "      <td>-0.124594</td>\n",
       "      <td>-0.120673</td>\n",
       "      <td>-0.119557</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_6</th>\n",
       "      <td>0.014923</td>\n",
       "      <td>-0.056060</td>\n",
       "      <td>-0.004686</td>\n",
       "      <td>-0.003498</td>\n",
       "      <td>-0.260612</td>\n",
       "      <td>-0.023539</td>\n",
       "      <td>0.023539</td>\n",
       "      <td>-0.221631</td>\n",
       "      <td>0.495564</td>\n",
       "      <td>-0.278125</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.088830</td>\n",
       "      <td>-0.125350</td>\n",
       "      <td>-0.125604</td>\n",
       "      <td>-0.121377</td>\n",
       "      <td>-0.092298</td>\n",
       "      <td>-0.122152</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.128504</td>\n",
       "      <td>-0.124459</td>\n",
       "      <td>-0.123309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_7</th>\n",
       "      <td>-0.009263</td>\n",
       "      <td>-0.038007</td>\n",
       "      <td>0.035316</td>\n",
       "      <td>0.037254</td>\n",
       "      <td>-0.179144</td>\n",
       "      <td>-0.014116</td>\n",
       "      <td>0.014116</td>\n",
       "      <td>-0.226063</td>\n",
       "      <td>0.505474</td>\n",
       "      <td>-0.283687</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.090606</td>\n",
       "      <td>-0.127857</td>\n",
       "      <td>-0.128116</td>\n",
       "      <td>-0.123804</td>\n",
       "      <td>-0.094144</td>\n",
       "      <td>-0.124594</td>\n",
       "      <td>-0.128504</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.126948</td>\n",
       "      <td>-0.125774</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_8</th>\n",
       "      <td>0.006385</td>\n",
       "      <td>-0.024618</td>\n",
       "      <td>0.010870</td>\n",
       "      <td>0.008891</td>\n",
       "      <td>0.036373</td>\n",
       "      <td>0.012381</td>\n",
       "      <td>-0.012381</td>\n",
       "      <td>0.561561</td>\n",
       "      <td>-0.251147</td>\n",
       "      <td>-0.274759</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.087755</td>\n",
       "      <td>-0.123833</td>\n",
       "      <td>-0.124084</td>\n",
       "      <td>-0.119908</td>\n",
       "      <td>-0.091181</td>\n",
       "      <td>-0.120673</td>\n",
       "      <td>-0.124459</td>\n",
       "      <td>-0.126948</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.121816</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Outlet_9</th>\n",
       "      <td>-0.036504</td>\n",
       "      <td>-0.047956</td>\n",
       "      <td>-0.020555</td>\n",
       "      <td>0.057511</td>\n",
       "      <td>-0.047138</td>\n",
       "      <td>0.017748</td>\n",
       "      <td>-0.017748</td>\n",
       "      <td>0.556369</td>\n",
       "      <td>-0.248825</td>\n",
       "      <td>-0.272218</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.086943</td>\n",
       "      <td>-0.122688</td>\n",
       "      <td>-0.122936</td>\n",
       "      <td>-0.118799</td>\n",
       "      <td>-0.090338</td>\n",
       "      <td>-0.119557</td>\n",
       "      <td>-0.123309</td>\n",
       "      <td>-0.125774</td>\n",
       "      <td>-0.121816</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>31 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        Item_Weight  Item_Visibility  Item_MRP  \\\n",
       "Item_Weight                1.000000        -0.028674 -0.000255   \n",
       "Item_Visibility           -0.028674         1.000000 -0.030495   \n",
       "Item_MRP                  -0.000255        -0.030495  1.000000   \n",
       "Item_Outlet_Sales          0.010784        -0.141637  0.586390   \n",
       "Outlet_Years               0.016975         0.100036  0.003133   \n",
       "Item_Fat_Content_0         0.024335        -0.032534 -0.026634   \n",
       "Item_Fat_Content_1        -0.024335         0.032534  0.026634   \n",
       "Outlet_Location_Type_0    -0.022108         0.070483 -0.016943   \n",
       "Outlet_Location_Type_1     0.012272        -0.091197  0.025257   \n",
       "Outlet_Location_Type_2     0.008492         0.023702 -0.008949   \n",
       "Outlet_Size_0              0.010177        -0.022856  0.005037   \n",
       "Outlet_Size_1             -0.033718        -0.081995 -0.017949   \n",
       "Outlet_Size_2              0.014391         0.006719  0.021439   \n",
       "Outlet_Size_3              0.022577         0.178385 -0.016716   \n",
       "Outlet_Type_0              0.014369         0.293736 -0.026162   \n",
       "Outlet_Type_1             -0.000673        -0.154702  0.022409   \n",
       "Outlet_Type_2             -0.028762        -0.031459 -0.019139   \n",
       "Outlet_Type_3              0.014350        -0.044514  0.012579   \n",
       "Item_Type_Combined_0      -0.060947        -0.025330 -0.062313   \n",
       "Item_Type_Combined_1       0.010059         0.048820  0.066332   \n",
       "Item_Type_Combined_2       0.034861        -0.037328 -0.029417   \n",
       "Outlet_0                   0.022577         0.178385 -0.016716   \n",
       "Outlet_1                   0.010177        -0.022856  0.005037   \n",
       "Outlet_2                   0.012942        -0.042400  0.006770   \n",
       "Outlet_3                  -0.028762        -0.031459 -0.019139   \n",
       "Outlet_4                  -0.002504         0.222598 -0.019026   \n",
       "Outlet_5                   0.014350        -0.044514  0.012579   \n",
       "Outlet_6                   0.014923        -0.056060 -0.004686   \n",
       "Outlet_7                  -0.009263        -0.038007  0.035316   \n",
       "Outlet_8                   0.006385        -0.024618  0.010870   \n",
       "Outlet_9                  -0.036504        -0.047956 -0.020555   \n",
       "\n",
       "                        Item_Outlet_Sales  Outlet_Years  Item_Fat_Content_0  \\\n",
       "Item_Weight                      0.010784      0.016975            0.024335   \n",
       "Item_Visibility                 -0.141637      0.100036           -0.032534   \n",
       "Item_MRP                         0.586390      0.003133           -0.026634   \n",
       "Item_Outlet_Sales                1.000000      0.059710           -0.032061   \n",
       "Outlet_Years                     0.059710      1.000000            0.020204   \n",
       "Item_Fat_Content_0              -0.032061      0.020204            1.000000   \n",
       "Item_Fat_Content_1               0.032061     -0.020204           -1.000000   \n",
       "Outlet_Location_Type_0          -0.107430      0.209903            0.042783   \n",
       "Outlet_Location_Type_1           0.056979     -0.551707           -0.038263   \n",
       "Outlet_Location_Type_2           0.043853      0.343721           -0.002281   \n",
       "Outlet_Size_0                    0.009033      0.459396           -0.036649   \n",
       "Outlet_Size_1                    0.213349      0.019224            0.033371   \n",
       "Outlet_Size_2                   -0.078258     -0.304608           -0.008792   \n",
       "Outlet_Size_3                   -0.267919     -0.003999            0.001517   \n",
       "Outlet_Type_0                   -0.402819      0.294904            0.031165   \n",
       "Outlet_Type_1                    0.106981     -0.255029           -0.042978   \n",
       "Outlet_Type_2                   -0.068616     -0.455762            0.010862   \n",
       "Outlet_Type_3                    0.333309      0.530069            0.021831   \n",
       "Item_Type_Combined_0            -0.042982     -0.003756            0.170101   \n",
       "Item_Type_Combined_1             0.061257      0.027430           -0.407589   \n",
       "Item_Type_Combined_2            -0.038286     -0.028972            0.343235   \n",
       "Outlet_0                        -0.267919     -0.003999            0.001517   \n",
       "Outlet_1                         0.009033      0.459396           -0.036649   \n",
       "Outlet_2                         0.051358     -0.386910           -0.019633   \n",
       "Outlet_3                        -0.068616     -0.455762            0.010862   \n",
       "Outlet_4                        -0.282744      0.400523            0.040452   \n",
       "Outlet_5                         0.333309      0.530069            0.021831   \n",
       "Outlet_6                        -0.003498     -0.260612           -0.023539   \n",
       "Outlet_7                         0.037254     -0.179144           -0.014116   \n",
       "Outlet_8                         0.008891      0.036373            0.012381   \n",
       "Outlet_9                         0.057511     -0.047138            0.017748   \n",
       "\n",
       "                        Item_Fat_Content_1  Outlet_Location_Type_0  \\\n",
       "Item_Weight                      -0.024335               -0.022108   \n",
       "Item_Visibility                   0.032534                0.070483   \n",
       "Item_MRP                          0.026634               -0.016943   \n",
       "Item_Outlet_Sales                 0.032061               -0.107430   \n",
       "Outlet_Years                     -0.020204                0.209903   \n",
       "Item_Fat_Content_0               -1.000000                0.042783   \n",
       "Item_Fat_Content_1                1.000000               -0.042783   \n",
       "Outlet_Location_Type_0           -0.042783                1.000000   \n",
       "Outlet_Location_Type_1            0.038263               -0.447229   \n",
       "Outlet_Location_Type_2            0.002281               -0.489277   \n",
       "Outlet_Size_0                     0.036649               -0.220515   \n",
       "Outlet_Size_1                    -0.033371                0.087965   \n",
       "Outlet_Size_2                     0.008792                0.130175   \n",
       "Outlet_Size_3                    -0.001517               -0.156269   \n",
       "Outlet_Type_0                    -0.031165                0.197281   \n",
       "Outlet_Type_1                     0.042978                0.141891   \n",
       "Outlet_Type_2                    -0.010862               -0.213526   \n",
       "Outlet_Type_3                    -0.021831               -0.214889   \n",
       "Item_Type_Combined_0             -0.170101                0.026819   \n",
       "Item_Type_Combined_1              0.407589                0.000600   \n",
       "Item_Type_Combined_2             -0.343235               -0.021175   \n",
       "Outlet_0                         -0.001517               -0.156269   \n",
       "Outlet_1                          0.036649               -0.220515   \n",
       "Outlet_2                          0.019633               -0.220962   \n",
       "Outlet_3                         -0.010862               -0.213526   \n",
       "Outlet_4                         -0.040452                0.416451   \n",
       "Outlet_5                         -0.021831               -0.214889   \n",
       "Outlet_6                          0.023539               -0.221631   \n",
       "Outlet_7                          0.014116               -0.226063   \n",
       "Outlet_8                         -0.012381                0.561561   \n",
       "Outlet_9                         -0.017748                0.556369   \n",
       "\n",
       "                        Outlet_Location_Type_1  Outlet_Location_Type_2  ...  \\\n",
       "Item_Weight                           0.012272                0.008492  ...   \n",
       "Item_Visibility                      -0.091197                0.023702  ...   \n",
       "Item_MRP                              0.025257               -0.008949  ...   \n",
       "Item_Outlet_Sales                     0.056979                0.043853  ...   \n",
       "Outlet_Years                         -0.551707                0.343721  ...   \n",
       "Item_Fat_Content_0                   -0.038263               -0.002281  ...   \n",
       "Item_Fat_Content_1                    0.038263                0.002281  ...   \n",
       "Outlet_Location_Type_0               -0.447229               -0.489277  ...   \n",
       "Outlet_Location_Type_1                1.000000               -0.561230  ...   \n",
       "Outlet_Location_Type_2               -0.561230                1.000000  ...   \n",
       "Outlet_Size_0                        -0.252944                0.450696  ...   \n",
       "Outlet_Size_1                        -0.489397                0.395801  ...   \n",
       "Outlet_Size_2                         0.699408               -0.802436  ...   \n",
       "Outlet_Size_3                        -0.179250                0.319388  ...   \n",
       "Outlet_Type_0                        -0.267333                0.078115  ...   \n",
       "Outlet_Type_1                         0.505927               -0.624618  ...   \n",
       "Outlet_Type_2                        -0.244927                0.436411  ...   \n",
       "Outlet_Type_3                        -0.246490                0.439196  ...   \n",
       "Item_Type_Combined_0                  0.045170               -0.068862  ...   \n",
       "Item_Type_Combined_1                 -0.039217                0.037685  ...   \n",
       "Item_Type_Combined_2                  0.011032                0.008837  ...   \n",
       "Outlet_0                             -0.179250                0.319388  ...   \n",
       "Outlet_1                             -0.252944                0.450696  ...   \n",
       "Outlet_2                              0.494068               -0.277286  ...   \n",
       "Outlet_3                             -0.244927                0.436411  ...   \n",
       "Outlet_4                             -0.186249               -0.203760  ...   \n",
       "Outlet_5                             -0.246490                0.439196  ...   \n",
       "Outlet_6                              0.495564               -0.278125  ...   \n",
       "Outlet_7                              0.505474               -0.283687  ...   \n",
       "Outlet_8                             -0.251147               -0.274759  ...   \n",
       "Outlet_9                             -0.248825               -0.272218  ...   \n",
       "\n",
       "                        Outlet_0  Outlet_1  Outlet_2  Outlet_3  Outlet_4  \\\n",
       "Item_Weight             0.022577  0.010177  0.012942 -0.028762 -0.002504   \n",
       "Item_Visibility         0.178385 -0.022856 -0.042400 -0.031459  0.222598   \n",
       "Item_MRP               -0.016716  0.005037  0.006770 -0.019139 -0.019026   \n",
       "Item_Outlet_Sales      -0.267919  0.009033  0.051358 -0.068616 -0.282744   \n",
       "Outlet_Years           -0.003999  0.459396 -0.386910 -0.455762  0.400523   \n",
       "Item_Fat_Content_0      0.001517 -0.036649 -0.019633  0.010862  0.040452   \n",
       "Item_Fat_Content_1     -0.001517  0.036649  0.019633 -0.010862 -0.040452   \n",
       "Outlet_Location_Type_0 -0.156269 -0.220515 -0.220962 -0.213526  0.416451   \n",
       "Outlet_Location_Type_1 -0.179250 -0.252944  0.494068 -0.244927 -0.186249   \n",
       "Outlet_Location_Type_2  0.319388  0.450696 -0.277286  0.436411 -0.203760   \n",
       "Outlet_Size_0          -0.088383  1.000000 -0.124972 -0.120766 -0.091834   \n",
       "Outlet_Size_1          -0.171003 -0.241307 -0.241796  0.500466 -0.177680   \n",
       "Outlet_Size_2          -0.256288 -0.361655  0.345555 -0.350192  0.253926   \n",
       "Outlet_Size_3           1.000000 -0.088383 -0.088562 -0.085581 -0.065078   \n",
       "Outlet_Type_0           0.670510 -0.131814 -0.132081 -0.127636  0.696692   \n",
       "Outlet_Type_1          -0.354300  0.249457  0.249962 -0.484115 -0.368135   \n",
       "Outlet_Type_2          -0.085581 -0.120766 -0.121011  1.000000 -0.088923   \n",
       "Outlet_Type_3          -0.086128 -0.121537 -0.121783 -0.117685 -0.089491   \n",
       "Item_Type_Combined_0   -0.038562 -0.026851  0.030923 -0.038631  0.040241   \n",
       "Item_Type_Combined_1   -0.020276  0.038027 -0.032074  0.019142 -0.015698   \n",
       "Item_Type_Combined_2    0.052980 -0.023639  0.013619  0.007278 -0.012505   \n",
       "Outlet_0                1.000000 -0.088383 -0.088562 -0.085581 -0.065078   \n",
       "Outlet_1               -0.088383  1.000000 -0.124972 -0.120766 -0.091834   \n",
       "Outlet_2               -0.088562 -0.124972  1.000000 -0.121011 -0.092020   \n",
       "Outlet_3               -0.085581 -0.120766 -0.121011  1.000000 -0.088923   \n",
       "Outlet_4               -0.065078 -0.091834 -0.092020 -0.088923  1.000000   \n",
       "Outlet_5               -0.086128 -0.121537 -0.121783 -0.117685 -0.089491   \n",
       "Outlet_6               -0.088830 -0.125350 -0.125604 -0.121377 -0.092298   \n",
       "Outlet_7               -0.090606 -0.127857 -0.128116 -0.123804 -0.094144   \n",
       "Outlet_8               -0.087755 -0.123833 -0.124084 -0.119908 -0.091181   \n",
       "Outlet_9               -0.086943 -0.122688 -0.122936 -0.118799 -0.090338   \n",
       "\n",
       "                        Outlet_5  Outlet_6  Outlet_7  Outlet_8  Outlet_9  \n",
       "Item_Weight             0.014350  0.014923 -0.009263  0.006385 -0.036504  \n",
       "Item_Visibility        -0.044514 -0.056060 -0.038007 -0.024618 -0.047956  \n",
       "Item_MRP                0.012579 -0.004686  0.035316  0.010870 -0.020555  \n",
       "Item_Outlet_Sales       0.333309 -0.003498  0.037254  0.008891  0.057511  \n",
       "Outlet_Years            0.530069 -0.260612 -0.179144  0.036373 -0.047138  \n",
       "Item_Fat_Content_0      0.021831 -0.023539 -0.014116  0.012381  0.017748  \n",
       "Item_Fat_Content_1     -0.021831  0.023539  0.014116 -0.012381 -0.017748  \n",
       "Outlet_Location_Type_0 -0.214889 -0.221631 -0.226063  0.561561  0.556369  \n",
       "Outlet_Location_Type_1 -0.246490  0.495564  0.505474 -0.251147 -0.248825  \n",
       "Outlet_Location_Type_2  0.439196 -0.278125 -0.283687 -0.274759 -0.272218  \n",
       "Outlet_Size_0          -0.121537 -0.125350 -0.127857 -0.123833 -0.122688  \n",
       "Outlet_Size_1           0.503661 -0.242528 -0.247378 -0.239592  0.508431  \n",
       "Outlet_Size_2          -0.352427  0.346601  0.353533  0.342406 -0.355765  \n",
       "Outlet_Size_3          -0.086128 -0.088830 -0.090606 -0.087755 -0.086943  \n",
       "Outlet_Type_0          -0.128451 -0.132481 -0.135130 -0.130877 -0.129667  \n",
       "Outlet_Type_1          -0.487205  0.250719  0.255733  0.247684  0.245394  \n",
       "Outlet_Type_2          -0.117685 -0.121377 -0.123804 -0.119908 -0.118799  \n",
       "Outlet_Type_3           1.000000 -0.122152 -0.124594 -0.120673 -0.119557  \n",
       "Item_Type_Combined_0   -0.013297  0.034526  0.002420  0.024348 -0.017277  \n",
       "Item_Type_Combined_1    0.017126 -0.009616 -0.017017  0.026893 -0.013885  \n",
       "Item_Type_Combined_2   -0.009726 -0.015201  0.017904 -0.049808  0.029310  \n",
       "Outlet_0               -0.086128 -0.088830 -0.090606 -0.087755 -0.086943  \n",
       "Outlet_1               -0.121537 -0.125350 -0.127857 -0.123833 -0.122688  \n",
       "Outlet_2               -0.121783 -0.125604 -0.128116 -0.124084 -0.122936  \n",
       "Outlet_3               -0.117685 -0.121377 -0.123804 -0.119908 -0.118799  \n",
       "Outlet_4               -0.089491 -0.092298 -0.094144 -0.091181 -0.090338  \n",
       "Outlet_5                1.000000 -0.122152 -0.124594 -0.120673 -0.119557  \n",
       "Outlet_6               -0.122152  1.000000 -0.128504 -0.124459 -0.123309  \n",
       "Outlet_7               -0.124594 -0.128504  1.000000 -0.126948 -0.125774  \n",
       "Outlet_8               -0.120673 -0.124459 -0.126948  1.000000 -0.121816  \n",
       "Outlet_9               -0.119557 -0.123309 -0.125774 -0.121816  1.000000  \n",
       "\n",
       "[31 rows x 31 columns]"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_main.corr()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:33.703638Z",
     "start_time": "2021-02-16T07:32:25.822161Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x1296 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(20,18))\n",
    "#matrix = np.triu(df_main.corr())\n",
    "p=sns.heatmap(df_main.corr(), annot=True,cmap= 'RdYlGn',linewidths=1, linecolor='black')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data Prep "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Final Data for modeling"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:33.719628Z",
     "start_time": "2021-02-16T07:32:33.706639Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Item_Identifier', 'Item_Weight', 'Item_Visibility', 'Item_MRP',\n",
       "       'Outlet_Identifier', 'Item_Outlet_Sales', 'Outlet_Years',\n",
       "       'Item_Fat_Content_0', 'Item_Fat_Content_1', 'Outlet_Location_Type_0',\n",
       "       'Outlet_Location_Type_1', 'Outlet_Location_Type_2', 'Outlet_Size_0',\n",
       "       'Outlet_Size_1', 'Outlet_Size_2', 'Outlet_Size_3', 'Outlet_Type_0',\n",
       "       'Outlet_Type_1', 'Outlet_Type_2', 'Outlet_Type_3',\n",
       "       'Item_Type_Combined_0', 'Item_Type_Combined_1', 'Item_Type_Combined_2',\n",
       "       'Outlet_0', 'Outlet_1', 'Outlet_2', 'Outlet_3', 'Outlet_4', 'Outlet_5',\n",
       "       'Outlet_6', 'Outlet_7', 'Outlet_8', 'Outlet_9'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:33.954620Z",
     "start_time": "2021-02-16T07:32:33.722629Z"
    }
   },
   "outputs": [],
   "source": [
    "df.drop(columns=[\"Item_Identifier\",\"Outlet_Identifier\"],inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:34.109510Z",
     "start_time": "2021-02-16T07:32:33.957596Z"
    }
   },
   "outputs": [],
   "source": [
    "X = df_main.drop([\"Item_Identifier\",\"Outlet_Identifier\",\"Item_Outlet_Sales\"],axis=1)\n",
    "y = df_main[\"Item_Outlet_Sales\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:34.251455Z",
     "start_time": "2021-02-16T07:32:34.112511Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Item_Weight</th>\n",
       "      <th>Item_Visibility</th>\n",
       "      <th>Item_MRP</th>\n",
       "      <th>Outlet_Years</th>\n",
       "      <th>Item_Fat_Content_0</th>\n",
       "      <th>Item_Fat_Content_1</th>\n",
       "      <th>Outlet_Location_Type_0</th>\n",
       "      <th>Outlet_Location_Type_1</th>\n",
       "      <th>Outlet_Location_Type_2</th>\n",
       "      <th>Outlet_Size_0</th>\n",
       "      <th>...</th>\n",
       "      <th>Outlet_0</th>\n",
       "      <th>Outlet_1</th>\n",
       "      <th>Outlet_2</th>\n",
       "      <th>Outlet_3</th>\n",
       "      <th>Outlet_4</th>\n",
       "      <th>Outlet_5</th>\n",
       "      <th>Outlet_6</th>\n",
       "      <th>Outlet_7</th>\n",
       "      <th>Outlet_8</th>\n",
       "      <th>Outlet_9</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>9.30</td>\n",
       "      <td>0.016047</td>\n",
       "      <td>249.8092</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>5.92</td>\n",
       "      <td>0.019278</td>\n",
       "      <td>48.2692</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>17.50</td>\n",
       "      <td>0.016760</td>\n",
       "      <td>141.6180</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19.20</td>\n",
       "      <td>0.017834</td>\n",
       "      <td>182.0950</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>8.93</td>\n",
       "      <td>0.009780</td>\n",
       "      <td>53.8614</td>\n",
       "      <td>22</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 30 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   Item_Weight  Item_Visibility  Item_MRP  Outlet_Years  Item_Fat_Content_0  \\\n",
       "0         9.30         0.016047  249.8092            10                   1   \n",
       "1         5.92         0.019278   48.2692             0                   0   \n",
       "2        17.50         0.016760  141.6180            10                   1   \n",
       "3        19.20         0.017834  182.0950            11                   0   \n",
       "4         8.93         0.009780   53.8614            22                   1   \n",
       "\n",
       "   Item_Fat_Content_1  Outlet_Location_Type_0  Outlet_Location_Type_1  \\\n",
       "0                   0                       1                       0   \n",
       "1                   1                       0                       0   \n",
       "2                   0                       1                       0   \n",
       "3                   1                       0                       0   \n",
       "4                   0                       0                       0   \n",
       "\n",
       "   Outlet_Location_Type_2  Outlet_Size_0  ...  Outlet_0  Outlet_1  Outlet_2  \\\n",
       "0                       0              0  ...         0         0         0   \n",
       "1                       1              0  ...         0         0         0   \n",
       "2                       0              0  ...         0         0         0   \n",
       "3                       1              0  ...         1         0         0   \n",
       "4                       1              1  ...         0         1         0   \n",
       "\n",
       "   Outlet_3  Outlet_4  Outlet_5  Outlet_6  Outlet_7  Outlet_8  Outlet_9  \n",
       "0         0         0         0         0         0         0         1  \n",
       "1         1         0         0         0         0         0         0  \n",
       "2         0         0         0         0         0         0         1  \n",
       "3         0         0         0         0         0         0         0  \n",
       "4         0         0         0         0         0         0         0  \n",
       "\n",
       "[5 rows x 30 columns]"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:34.361366Z",
     "start_time": "2021-02-16T07:32:34.254427Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0    3735.1380\n",
       "1     443.4228\n",
       "2    2097.2700\n",
       "3     732.3800\n",
       "4     994.7052\n",
       "Name: Item_Outlet_Sales, dtype: float64"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:34.471903Z",
     "start_time": "2021-02-16T07:32:34.364367Z"
    }
   },
   "outputs": [],
   "source": [
    "import sklearn\n",
    "x_train,x_test,y_train,y_test = sklearn.model_selection.train_test_split(X,y,test_size=1 / 3,random_state=0)                                                                                                                                                                                     "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Linear Regression"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:34.610841Z",
     "start_time": "2021-02-16T07:32:34.476879Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LinearRegression(copy_X=True, fit_intercept=True, n_jobs=None, normalize=False)"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.linear_model import LinearRegression\n",
    "reg = LinearRegression()\n",
    "reg.fit(x_train,y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:34.719777Z",
     "start_time": "2021-02-16T07:32:34.613840Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.5829014005926508"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reg.score(x_train,y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:34.844705Z",
     "start_time": "2021-02-16T07:32:34.724774Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.5745067008281586"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reg.score(x_test,y_test)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Ridge Regression"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:35.093561Z",
     "start_time": "2021-02-16T07:32:34.941649Z"
    }
   },
   "outputs": [],
   "source": [
    "from sklearn.preprocessing import PolynomialFeatures\n",
    "poly= PolynomialFeatures(2)\n",
    "x_tr=poly.fit_transform(x_train)\n",
    "x_te=poly.transform(x_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:35.156527Z",
     "start_time": "2021-02-16T07:32:35.097559Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "((3336, 30), (3336, 496))"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "(x_train.shape,x_tr.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:36.541731Z",
     "start_time": "2021-02-16T07:32:35.160523Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "RidgeCV(alphas=array([ 0.1,  1. , 10. ]), cv=5, fit_intercept=True,\n",
       "        gcv_mode=None, normalize=False, scoring='neg_mean_absolute_error',\n",
       "        store_cv_values=False)"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.linear_model import RidgeCV\n",
    "reg=RidgeCV(cv=5,scoring='neg_mean_absolute_error')\n",
    "reg.fit(x_tr,y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:36.571714Z",
     "start_time": "2021-02-16T07:32:36.548730Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.6339190443896361"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reg.score(x_tr,y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:36.713633Z",
     "start_time": "2021-02-16T07:32:36.574714Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.6268405557416854"
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reg.score(x_te,y_test)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Random forest"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:38.754465Z",
     "start_time": "2021-02-16T07:32:36.716630Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "RandomForestRegressor(bootstrap=True, ccp_alpha=0.0, criterion='mse',\n",
       "                      max_depth=None, max_features='auto', max_leaf_nodes=None,\n",
       "                      max_samples=None, min_impurity_decrease=0.0,\n",
       "                      min_impurity_split=None, min_samples_leaf=1,\n",
       "                      min_samples_split=2, min_weight_fraction_leaf=0.0,\n",
       "                      n_estimators=100, n_jobs=None, oob_score=False,\n",
       "                      random_state=None, verbose=0, warm_start=False)"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.ensemble import RandomForestRegressor\n",
    "estimator = RandomForestRegressor()\n",
    "\n",
    "estimator.fit(x_train,y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:38.878435Z",
     "start_time": "2021-02-16T07:32:38.757462Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.9805070802427924"
      ]
     },
     "execution_count": 77,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "estimator.score(x_train,y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:38.942398Z",
     "start_time": "2021-02-16T07:32:38.881433Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.8480563202395021"
      ]
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "estimator.score(x_test,y_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:39.706981Z",
     "start_time": "2021-02-16T07:32:38.946397Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p=pd.Series(estimator.feature_importances_,X.columns).sort_values(ascending=False).plot(kind='bar',figsize=(20,10))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Hyperparameter tuning using Grid Search"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:32:39.753955Z",
     "start_time": "2021-02-16T07:32:39.710958Z"
    }
   },
   "outputs": [],
   "source": [
    "from sklearn.linear_model import LinearRegression\n",
    "from sklearn.model_selection import GridSearchCV\n",
    "from sklearn.ensemble import RandomForestRegressor\n",
    "from sklearn.ensemble import ExtraTreesRegressor\n",
    "from catboost import CatBoostRegressor\n",
    "\n",
    "model_params = {\n",
    "    'Linear_reg': {\n",
    "        'model': LinearRegression(),\n",
    "        'params' : {\n",
    "                'fit_intercept': [True, False], 'normalize': [True, False], 'copy_X': [True, False]\n",
    "\n",
    "            }\n",
    "    },\n",
    "    'random_forest': {\n",
    "        'model': RandomForestRegressor(),\n",
    "        'params' : {\"n_estimators\": [10, 50, 100, 130],\n",
    "                     'criterion':['mse'],\n",
    "                        \"max_depth\": [None,2,3,4],\n",
    "                       \"max_features\": ['auto', 'log2']\n",
    "                       }\n",
    "    },\n",
    "    'ExtraTree_reg' : {\n",
    "        'model': ExtraTreesRegressor(),\n",
    "        'params': {\"n_estimators\": [10, 50, 100, 130],\n",
    "                     'criterion':['mse'],\n",
    "                        \"max_depth\": [None,2,3,4],\n",
    "                       \"max_features\": ['auto', 'log2']\n",
    "                    }\n",
    "    },\n",
    "     'CatBoost_reg':\n",
    "        {\n",
    "         'model':CatBoostRegressor(),\n",
    "         'params':{\"n_estimators\": [130,200],\n",
    "                     'loss_function':['RMSE','MAE'],\n",
    "                   'learning_rate':[0.01,0.5,1]\n",
    "                  \n",
    "                      \n",
    "                    }\n",
    "        }\n",
    "    \n",
    "    }\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:35:27.111026Z",
     "start_time": "2021-02-16T07:32:39.756932Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:\tlearn: 1722.6568390\ttotal: 183ms\tremaining: 23.6s\n",
      "1:\tlearn: 1713.2948690\ttotal: 193ms\tremaining: 12.4s\n",
      "2:\tlearn: 1704.2264131\ttotal: 203ms\tremaining: 8.58s\n",
      "3:\tlearn: 1694.9734443\ttotal: 212ms\tremaining: 6.69s\n",
      "4:\tlearn: 1686.4903392\ttotal: 216ms\tremaining: 5.41s\n",
      "5:\tlearn: 1677.1368405\ttotal: 220ms\tremaining: 4.55s\n",
      "6:\tlearn: 1668.0450769\ttotal: 225ms\tremaining: 3.95s\n",
      "7:\tlearn: 1659.3933747\ttotal: 229ms\tremaining: 3.48s\n",
      "8:\tlearn: 1650.4958581\ttotal: 232ms\tremaining: 3.12s\n",
      "9:\tlearn: 1642.2307188\ttotal: 235ms\tremaining: 2.82s\n",
      "10:\tlearn: 1633.9016115\ttotal: 240ms\tremaining: 2.59s\n",
      "11:\tlearn: 1626.0123336\ttotal: 243ms\tremaining: 2.39s\n",
      "12:\tlearn: 1617.4378132\ttotal: 247ms\tremaining: 2.23s\n",
      "13:\tlearn: 1608.9231538\ttotal: 251ms\tremaining: 2.08s\n",
      "14:\tlearn: 1600.7772872\ttotal: 255ms\tremaining: 1.95s\n",
      "15:\tlearn: 1592.8590533\ttotal: 258ms\tremaining: 1.84s\n",
      "16:\tlearn: 1585.2890346\ttotal: 261ms\tremaining: 1.74s\n",
      "17:\tlearn: 1577.1953829\ttotal: 264ms\tremaining: 1.64s\n",
      "18:\tlearn: 1570.0752771\ttotal: 267ms\tremaining: 1.56s\n",
      "19:\tlearn: 1562.8368842\ttotal: 270ms\tremaining: 1.49s\n",
      "20:\tlearn: 1555.6637375\ttotal: 273ms\tremaining: 1.42s\n",
      "21:\tlearn: 1548.2374806\ttotal: 276ms\tremaining: 1.36s\n",
      "22:\tlearn: 1540.9686960\ttotal: 279ms\tremaining: 1.3s\n",
      "23:\tlearn: 1533.9434005\ttotal: 283ms\tremaining: 1.25s\n",
      "24:\tlearn: 1526.8925947\ttotal: 286ms\tremaining: 1.2s\n",
      "25:\tlearn: 1520.3129258\ttotal: 289ms\tremaining: 1.16s\n",
      "26:\tlearn: 1513.9005730\ttotal: 292ms\tremaining: 1.11s\n",
      "27:\tlearn: 1507.5208309\ttotal: 295ms\tremaining: 1.07s\n",
      "28:\tlearn: 1500.7766656\ttotal: 299ms\tremaining: 1.04s\n",
      "29:\tlearn: 1494.1161091\ttotal: 302ms\tremaining: 1s\n",
      "30:\tlearn: 1487.5408897\ttotal: 305ms\tremaining: 974ms\n",
      "31:\tlearn: 1481.1435663\ttotal: 308ms\tremaining: 943ms\n",
      "32:\tlearn: 1474.9643649\ttotal: 311ms\tremaining: 914ms\n",
      "33:\tlearn: 1468.9509867\ttotal: 314ms\tremaining: 886ms\n",
      "34:\tlearn: 1463.4944815\ttotal: 316ms\tremaining: 858ms\n",
      "35:\tlearn: 1457.8967833\ttotal: 319ms\tremaining: 833ms\n",
      "36:\tlearn: 1452.4806593\ttotal: 322ms\tremaining: 809ms\n",
      "37:\tlearn: 1446.5699658\ttotal: 325ms\tremaining: 787ms\n",
      "38:\tlearn: 1440.5531811\ttotal: 329ms\tremaining: 767ms\n",
      "39:\tlearn: 1434.6858180\ttotal: 332ms\tremaining: 746ms\n",
      "40:\tlearn: 1429.2899321\ttotal: 334ms\tremaining: 725ms\n",
      "41:\tlearn: 1423.7312545\ttotal: 337ms\tremaining: 706ms\n",
      "42:\tlearn: 1418.3367803\ttotal: 340ms\tremaining: 688ms\n",
      "43:\tlearn: 1413.1478550\ttotal: 346ms\tremaining: 676ms\n",
      "44:\tlearn: 1407.8186172\ttotal: 350ms\tremaining: 662ms\n",
      "45:\tlearn: 1402.2846688\ttotal: 355ms\tremaining: 648ms\n",
      "46:\tlearn: 1396.7135316\ttotal: 360ms\tremaining: 635ms\n",
      "47:\tlearn: 1391.8435630\ttotal: 364ms\tremaining: 622ms\n",
      "48:\tlearn: 1386.8992647\ttotal: 368ms\tremaining: 609ms\n",
      "49:\tlearn: 1381.8236036\ttotal: 373ms\tremaining: 597ms\n",
      "50:\tlearn: 1376.7734345\ttotal: 377ms\tremaining: 584ms\n",
      "51:\tlearn: 1372.1512056\ttotal: 381ms\tremaining: 571ms\n",
      "52:\tlearn: 1367.0589515\ttotal: 384ms\tremaining: 558ms\n",
      "53:\tlearn: 1362.1508010\ttotal: 388ms\tremaining: 546ms\n",
      "54:\tlearn: 1357.8106618\ttotal: 392ms\tremaining: 534ms\n",
      "55:\tlearn: 1353.2600026\ttotal: 396ms\tremaining: 523ms\n",
      "56:\tlearn: 1348.6279239\ttotal: 400ms\tremaining: 512ms\n",
      "57:\tlearn: 1344.1487712\ttotal: 403ms\tremaining: 501ms\n",
      "58:\tlearn: 1339.7994149\ttotal: 407ms\tremaining: 489ms\n",
      "59:\tlearn: 1335.5334607\ttotal: 410ms\tremaining: 479ms\n",
      "60:\tlearn: 1331.4215056\ttotal: 414ms\tremaining: 468ms\n",
      "61:\tlearn: 1327.1455263\ttotal: 420ms\tremaining: 461ms\n",
      "62:\tlearn: 1322.9335828\ttotal: 424ms\tremaining: 451ms\n",
      "63:\tlearn: 1318.7150424\ttotal: 429ms\tremaining: 442ms\n",
      "64:\tlearn: 1315.0039158\ttotal: 434ms\tremaining: 434ms\n",
      "65:\tlearn: 1311.0325280\ttotal: 439ms\tremaining: 426ms\n",
      "66:\tlearn: 1307.6949483\ttotal: 459ms\tremaining: 431ms\n",
      "67:\tlearn: 1303.5559160\ttotal: 464ms\tremaining: 423ms\n",
      "68:\tlearn: 1299.8762402\ttotal: 469ms\tremaining: 415ms\n",
      "69:\tlearn: 1296.3369131\ttotal: 473ms\tremaining: 406ms\n",
      "70:\tlearn: 1292.6146023\ttotal: 479ms\tremaining: 398ms\n",
      "71:\tlearn: 1289.1549447\ttotal: 482ms\tremaining: 389ms\n",
      "72:\tlearn: 1285.6352890\ttotal: 486ms\tremaining: 380ms\n",
      "73:\tlearn: 1282.1802709\ttotal: 491ms\tremaining: 371ms\n",
      "74:\tlearn: 1278.9219100\ttotal: 494ms\tremaining: 362ms\n",
      "75:\tlearn: 1275.4452176\ttotal: 497ms\tremaining: 353ms\n",
      "76:\tlearn: 1271.8985906\ttotal: 501ms\tremaining: 345ms\n",
      "77:\tlearn: 1268.5413194\ttotal: 506ms\tremaining: 337ms\n",
      "78:\tlearn: 1265.8241489\ttotal: 510ms\tremaining: 329ms\n",
      "79:\tlearn: 1262.7085943\ttotal: 514ms\tremaining: 321ms\n",
      "80:\tlearn: 1259.6356452\ttotal: 521ms\tremaining: 315ms\n",
      "81:\tlearn: 1256.5572006\ttotal: 524ms\tremaining: 307ms\n",
      "82:\tlearn: 1253.1702425\ttotal: 528ms\tremaining: 299ms\n",
      "83:\tlearn: 1249.7894341\ttotal: 534ms\tremaining: 292ms\n",
      "84:\tlearn: 1246.5430698\ttotal: 538ms\tremaining: 285ms\n",
      "85:\tlearn: 1243.6029825\ttotal: 543ms\tremaining: 278ms\n",
      "86:\tlearn: 1240.7120589\ttotal: 546ms\tremaining: 270ms\n",
      "87:\tlearn: 1237.8245561\ttotal: 551ms\tremaining: 263ms\n",
      "88:\tlearn: 1234.9198394\ttotal: 554ms\tremaining: 255ms\n",
      "89:\tlearn: 1232.0963283\ttotal: 557ms\tremaining: 248ms\n",
      "90:\tlearn: 1229.2333292\ttotal: 561ms\tremaining: 240ms\n",
      "91:\tlearn: 1226.4062005\ttotal: 565ms\tremaining: 233ms\n",
      "92:\tlearn: 1223.6929219\ttotal: 568ms\tremaining: 226ms\n",
      "93:\tlearn: 1221.0474573\ttotal: 572ms\tremaining: 219ms\n",
      "94:\tlearn: 1218.2578616\ttotal: 575ms\tremaining: 212ms\n",
      "95:\tlearn: 1215.4551500\ttotal: 581ms\tremaining: 206ms\n",
      "96:\tlearn: 1212.8334952\ttotal: 585ms\tremaining: 199ms\n",
      "97:\tlearn: 1210.2611583\ttotal: 589ms\tremaining: 192ms\n",
      "98:\tlearn: 1207.9419642\ttotal: 592ms\tremaining: 185ms\n",
      "99:\tlearn: 1205.6851694\ttotal: 596ms\tremaining: 179ms\n",
      "100:\tlearn: 1203.2879817\ttotal: 599ms\tremaining: 172ms\n",
      "101:\tlearn: 1201.1306484\ttotal: 602ms\tremaining: 165ms\n",
      "102:\tlearn: 1198.7955109\ttotal: 605ms\tremaining: 159ms\n",
      "103:\tlearn: 1196.4499250\ttotal: 609ms\tremaining: 152ms\n",
      "104:\tlearn: 1194.1515721\ttotal: 612ms\tremaining: 146ms\n",
      "105:\tlearn: 1191.6895652\ttotal: 615ms\tremaining: 139ms\n",
      "106:\tlearn: 1189.9103396\ttotal: 617ms\tremaining: 133ms\n",
      "107:\tlearn: 1187.6881914\ttotal: 620ms\tremaining: 126ms\n",
      "108:\tlearn: 1185.4611786\ttotal: 624ms\tremaining: 120ms\n",
      "109:\tlearn: 1183.4140919\ttotal: 627ms\tremaining: 114ms\n",
      "110:\tlearn: 1181.4650285\ttotal: 630ms\tremaining: 108ms\n",
      "111:\tlearn: 1179.7276819\ttotal: 633ms\tremaining: 102ms\n",
      "112:\tlearn: 1177.7121207\ttotal: 636ms\tremaining: 95.7ms\n",
      "113:\tlearn: 1175.6630545\ttotal: 639ms\tremaining: 89.7ms\n",
      "114:\tlearn: 1173.6347537\ttotal: 642ms\tremaining: 83.8ms\n",
      "115:\tlearn: 1171.6305989\ttotal: 646ms\tremaining: 77.9ms\n",
      "116:\tlearn: 1169.5990571\ttotal: 649ms\tremaining: 72.1ms\n",
      "117:\tlearn: 1167.7458599\ttotal: 652ms\tremaining: 66.3ms\n",
      "118:\tlearn: 1165.7937724\ttotal: 655ms\tremaining: 60.5ms\n",
      "119:\tlearn: 1163.8787372\ttotal: 658ms\tremaining: 54.8ms\n",
      "120:\tlearn: 1161.9548213\ttotal: 661ms\tremaining: 49.2ms\n",
      "121:\tlearn: 1160.4637370\ttotal: 664ms\tremaining: 43.6ms\n",
      "122:\tlearn: 1158.6175462\ttotal: 668ms\tremaining: 38ms\n",
      "123:\tlearn: 1156.9945717\ttotal: 671ms\tremaining: 32.5ms\n",
      "124:\tlearn: 1155.2426377\ttotal: 674ms\tremaining: 27ms\n",
      "125:\tlearn: 1153.6402311\ttotal: 678ms\tremaining: 21.5ms\n",
      "126:\tlearn: 1152.0059482\ttotal: 683ms\tremaining: 16.1ms\n",
      "127:\tlearn: 1150.2924086\ttotal: 688ms\tremaining: 10.7ms\n",
      "128:\tlearn: 1148.8291446\ttotal: 692ms\tremaining: 5.37ms\n",
      "129:\tlearn: 1147.2493235\ttotal: 697ms\tremaining: 0us\n",
      "0:\tlearn: 1745.2207186\ttotal: 9.1ms\tremaining: 1.17s\n",
      "1:\tlearn: 1735.6254677\ttotal: 20.3ms\tremaining: 1.3s\n",
      "2:\tlearn: 1726.2209308\ttotal: 24.7ms\tremaining: 1.04s\n",
      "3:\tlearn: 1716.6389044\ttotal: 29.2ms\tremaining: 920ms\n",
      "4:\tlearn: 1708.2973217\ttotal: 34.2ms\tremaining: 854ms\n",
      "5:\tlearn: 1698.7293533\ttotal: 38.5ms\tremaining: 795ms\n",
      "6:\tlearn: 1689.7059925\ttotal: 42.9ms\tremaining: 754ms\n",
      "7:\tlearn: 1681.6016040\ttotal: 48ms\tremaining: 732ms\n",
      "8:\tlearn: 1672.6222288\ttotal: 51.5ms\tremaining: 692ms\n",
      "9:\tlearn: 1663.8103868\ttotal: 54.8ms\tremaining: 658ms\n",
      "10:\tlearn: 1655.3648593\ttotal: 58.5ms\tremaining: 632ms\n",
      "11:\tlearn: 1646.9959589\ttotal: 62.1ms\tremaining: 611ms\n",
      "12:\tlearn: 1638.4558499\ttotal: 74.7ms\tremaining: 672ms\n",
      "13:\tlearn: 1629.9286615\ttotal: 78.3ms\tremaining: 648ms\n",
      "14:\tlearn: 1622.7867034\ttotal: 80.3ms\tremaining: 616ms\n",
      "15:\tlearn: 1614.9576413\ttotal: 83.5ms\tremaining: 595ms\n",
      "16:\tlearn: 1606.7222705\ttotal: 86.8ms\tremaining: 577ms\n",
      "17:\tlearn: 1599.1227801\ttotal: 90.1ms\tremaining: 561ms\n",
      "18:\tlearn: 1591.3585743\ttotal: 93.8ms\tremaining: 548ms\n",
      "19:\tlearn: 1584.1623959\ttotal: 97.2ms\tremaining: 535ms\n",
      "20:\tlearn: 1576.9159610\ttotal: 99.5ms\tremaining: 517ms\n",
      "21:\tlearn: 1569.6318533\ttotal: 103ms\tremaining: 503ms\n",
      "22:\tlearn: 1562.8108165\ttotal: 106ms\tremaining: 492ms\n",
      "23:\tlearn: 1556.3391446\ttotal: 109ms\tremaining: 482ms\n",
      "24:\tlearn: 1549.1099522\ttotal: 112ms\tremaining: 472ms\n",
      "25:\tlearn: 1542.2021203\ttotal: 116ms\tremaining: 465ms\n",
      "26:\tlearn: 1535.3377173\ttotal: 119ms\tremaining: 455ms\n",
      "27:\tlearn: 1528.4857206\ttotal: 122ms\tremaining: 446ms\n",
      "28:\tlearn: 1521.8029346\ttotal: 126ms\tremaining: 438ms\n",
      "29:\tlearn: 1515.1930945\ttotal: 129ms\tremaining: 429ms\n",
      "30:\tlearn: 1508.2921771\ttotal: 132ms\tremaining: 421ms\n",
      "31:\tlearn: 1501.6476853\ttotal: 135ms\tremaining: 413ms\n",
      "32:\tlearn: 1495.6014025\ttotal: 138ms\tremaining: 406ms\n",
      "33:\tlearn: 1489.3972740\ttotal: 141ms\tremaining: 399ms\n",
      "34:\tlearn: 1483.2809934\ttotal: 144ms\tremaining: 392ms\n",
      "35:\tlearn: 1477.3218838\ttotal: 147ms\tremaining: 385ms\n",
      "36:\tlearn: 1471.0318165\ttotal: 150ms\tremaining: 378ms\n",
      "37:\tlearn: 1464.9464195\ttotal: 154ms\tremaining: 373ms\n",
      "38:\tlearn: 1459.5379595\ttotal: 157ms\tremaining: 366ms\n",
      "39:\tlearn: 1453.6744576\ttotal: 160ms\tremaining: 360ms\n",
      "40:\tlearn: 1448.1591066\ttotal: 163ms\tremaining: 354ms\n",
      "41:\tlearn: 1442.1481428\ttotal: 166ms\tremaining: 348ms\n",
      "42:\tlearn: 1436.7300563\ttotal: 169ms\tremaining: 342ms\n",
      "43:\tlearn: 1430.9391497\ttotal: 172ms\tremaining: 336ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "44:\tlearn: 1425.4376562\ttotal: 176ms\tremaining: 333ms\n",
      "45:\tlearn: 1420.0871966\ttotal: 183ms\tremaining: 334ms\n",
      "46:\tlearn: 1415.0107711\ttotal: 187ms\tremaining: 330ms\n",
      "47:\tlearn: 1410.6230005\ttotal: 191ms\tremaining: 327ms\n",
      "48:\tlearn: 1405.3370068\ttotal: 196ms\tremaining: 324ms\n",
      "49:\tlearn: 1400.4159761\ttotal: 200ms\tremaining: 320ms\n",
      "50:\tlearn: 1395.7494386\ttotal: 204ms\tremaining: 316ms\n",
      "51:\tlearn: 1390.8618424\ttotal: 209ms\tremaining: 314ms\n",
      "52:\tlearn: 1386.0896034\ttotal: 214ms\tremaining: 310ms\n",
      "53:\tlearn: 1381.1050725\ttotal: 217ms\tremaining: 305ms\n",
      "54:\tlearn: 1376.3322817\ttotal: 220ms\tremaining: 299ms\n",
      "55:\tlearn: 1371.6581096\ttotal: 223ms\tremaining: 294ms\n",
      "56:\tlearn: 1367.2580051\ttotal: 226ms\tremaining: 290ms\n",
      "57:\tlearn: 1362.7542408\ttotal: 230ms\tremaining: 285ms\n",
      "58:\tlearn: 1358.0911961\ttotal: 233ms\tremaining: 280ms\n",
      "59:\tlearn: 1353.8249952\ttotal: 236ms\tremaining: 275ms\n",
      "60:\tlearn: 1349.3298853\ttotal: 239ms\tremaining: 270ms\n",
      "61:\tlearn: 1345.0001292\ttotal: 242ms\tremaining: 266ms\n",
      "62:\tlearn: 1340.5843793\ttotal: 245ms\tremaining: 261ms\n",
      "63:\tlearn: 1336.5221748\ttotal: 248ms\tremaining: 256ms\n",
      "64:\tlearn: 1332.0428710\ttotal: 251ms\tremaining: 251ms\n",
      "65:\tlearn: 1328.0734675\ttotal: 254ms\tremaining: 247ms\n",
      "66:\tlearn: 1324.0802070\ttotal: 258ms\tremaining: 243ms\n",
      "67:\tlearn: 1320.1734065\ttotal: 261ms\tremaining: 238ms\n",
      "68:\tlearn: 1316.2472472\ttotal: 264ms\tremaining: 233ms\n",
      "69:\tlearn: 1312.5096039\ttotal: 267ms\tremaining: 229ms\n",
      "70:\tlearn: 1308.6200620\ttotal: 271ms\tremaining: 225ms\n",
      "71:\tlearn: 1304.6787308\ttotal: 274ms\tremaining: 221ms\n",
      "72:\tlearn: 1301.6508526\ttotal: 277ms\tremaining: 216ms\n",
      "73:\tlearn: 1298.0120438\ttotal: 280ms\tremaining: 212ms\n",
      "74:\tlearn: 1294.8589163\ttotal: 283ms\tremaining: 208ms\n",
      "75:\tlearn: 1291.7187847\ttotal: 286ms\tremaining: 203ms\n",
      "76:\tlearn: 1287.9738874\ttotal: 289ms\tremaining: 199ms\n",
      "77:\tlearn: 1284.7474743\ttotal: 292ms\tremaining: 195ms\n",
      "78:\tlearn: 1281.2177546\ttotal: 296ms\tremaining: 191ms\n",
      "79:\tlearn: 1277.7475676\ttotal: 299ms\tremaining: 187ms\n",
      "80:\tlearn: 1274.4264835\ttotal: 302ms\tremaining: 183ms\n",
      "81:\tlearn: 1270.9761863\ttotal: 305ms\tremaining: 179ms\n",
      "82:\tlearn: 1267.5709021\ttotal: 308ms\tremaining: 175ms\n",
      "83:\tlearn: 1264.3743618\ttotal: 311ms\tremaining: 171ms\n",
      "84:\tlearn: 1261.2357293\ttotal: 314ms\tremaining: 166ms\n",
      "85:\tlearn: 1258.1159999\ttotal: 318ms\tremaining: 163ms\n",
      "86:\tlearn: 1255.0707325\ttotal: 321ms\tremaining: 159ms\n",
      "87:\tlearn: 1252.2625088\ttotal: 324ms\tremaining: 155ms\n",
      "88:\tlearn: 1249.2463265\ttotal: 327ms\tremaining: 151ms\n",
      "89:\tlearn: 1246.5733558\ttotal: 330ms\tremaining: 147ms\n",
      "90:\tlearn: 1244.2306044\ttotal: 333ms\tremaining: 143ms\n",
      "91:\tlearn: 1241.8505408\ttotal: 335ms\tremaining: 139ms\n",
      "92:\tlearn: 1239.0045373\ttotal: 339ms\tremaining: 135ms\n",
      "93:\tlearn: 1236.3937344\ttotal: 343ms\tremaining: 132ms\n",
      "94:\tlearn: 1233.6334736\ttotal: 348ms\tremaining: 128ms\n",
      "95:\tlearn: 1230.8649620\ttotal: 353ms\tremaining: 125ms\n",
      "96:\tlearn: 1228.5364002\ttotal: 357ms\tremaining: 122ms\n",
      "97:\tlearn: 1226.0309422\ttotal: 365ms\tremaining: 119ms\n",
      "98:\tlearn: 1223.5145315\ttotal: 369ms\tremaining: 116ms\n",
      "99:\tlearn: 1221.0099467\ttotal: 372ms\tremaining: 112ms\n",
      "100:\tlearn: 1218.5188827\ttotal: 376ms\tremaining: 108ms\n",
      "101:\tlearn: 1215.9346390\ttotal: 379ms\tremaining: 104ms\n",
      "102:\tlearn: 1213.4803541\ttotal: 382ms\tremaining: 100ms\n",
      "103:\tlearn: 1211.0837503\ttotal: 385ms\tremaining: 96.3ms\n",
      "104:\tlearn: 1208.7250503\ttotal: 388ms\tremaining: 92.4ms\n",
      "105:\tlearn: 1206.5993957\ttotal: 391ms\tremaining: 88.6ms\n",
      "106:\tlearn: 1204.1366548\ttotal: 394ms\tremaining: 84.8ms\n",
      "107:\tlearn: 1202.0454735\ttotal: 397ms\tremaining: 80.9ms\n",
      "108:\tlearn: 1199.9883777\ttotal: 400ms\tremaining: 77.1ms\n",
      "109:\tlearn: 1197.7352483\ttotal: 403ms\tremaining: 73.3ms\n",
      "110:\tlearn: 1196.1029768\ttotal: 405ms\tremaining: 69.4ms\n",
      "111:\tlearn: 1193.8909910\ttotal: 408ms\tremaining: 65.6ms\n",
      "112:\tlearn: 1191.9064996\ttotal: 411ms\tremaining: 61.9ms\n",
      "113:\tlearn: 1189.7467323\ttotal: 414ms\tremaining: 58.2ms\n",
      "114:\tlearn: 1187.8703094\ttotal: 417ms\tremaining: 54.4ms\n",
      "115:\tlearn: 1186.0458144\ttotal: 421ms\tremaining: 50.8ms\n",
      "116:\tlearn: 1184.0320122\ttotal: 424ms\tremaining: 47.1ms\n",
      "117:\tlearn: 1182.0393097\ttotal: 427ms\tremaining: 43.4ms\n",
      "118:\tlearn: 1179.8701980\ttotal: 430ms\tremaining: 39.8ms\n",
      "119:\tlearn: 1177.8476790\ttotal: 433ms\tremaining: 36.1ms\n",
      "120:\tlearn: 1176.3302506\ttotal: 437ms\tremaining: 32.5ms\n",
      "121:\tlearn: 1174.5820406\ttotal: 440ms\tremaining: 28.8ms\n",
      "122:\tlearn: 1172.6464849\ttotal: 443ms\tremaining: 25.2ms\n",
      "123:\tlearn: 1170.8479408\ttotal: 446ms\tremaining: 21.6ms\n",
      "124:\tlearn: 1169.1917733\ttotal: 449ms\tremaining: 17.9ms\n",
      "125:\tlearn: 1167.6225549\ttotal: 453ms\tremaining: 14.4ms\n",
      "126:\tlearn: 1165.8381796\ttotal: 460ms\tremaining: 10.9ms\n",
      "127:\tlearn: 1164.1745112\ttotal: 464ms\tremaining: 7.24ms\n",
      "128:\tlearn: 1162.4095749\ttotal: 467ms\tremaining: 3.62ms\n",
      "129:\tlearn: 1160.7748621\ttotal: 470ms\tremaining: 0us\n",
      "0:\tlearn: 1718.4161636\ttotal: 8.97ms\tremaining: 1.16s\n",
      "1:\tlearn: 1709.0603933\ttotal: 20.3ms\tremaining: 1.3s\n",
      "2:\tlearn: 1699.7568359\ttotal: 28.3ms\tremaining: 1.2s\n",
      "3:\tlearn: 1690.5233350\ttotal: 33.3ms\tremaining: 1.05s\n",
      "4:\tlearn: 1681.9257711\ttotal: 37.8ms\tremaining: 946ms\n",
      "5:\tlearn: 1672.5465295\ttotal: 42.3ms\tremaining: 875ms\n",
      "6:\tlearn: 1663.7402364\ttotal: 47.1ms\tremaining: 828ms\n",
      "7:\tlearn: 1655.6734339\ttotal: 51.7ms\tremaining: 789ms\n",
      "8:\tlearn: 1646.7890686\ttotal: 55.8ms\tremaining: 751ms\n",
      "9:\tlearn: 1638.2533624\ttotal: 59.2ms\tremaining: 710ms\n",
      "10:\tlearn: 1629.9394153\ttotal: 63ms\tremaining: 682ms\n",
      "11:\tlearn: 1621.5323434\ttotal: 66.5ms\tremaining: 654ms\n",
      "12:\tlearn: 1613.5638656\ttotal: 78.5ms\tremaining: 706ms\n",
      "13:\tlearn: 1605.2258906\ttotal: 81.9ms\tremaining: 679ms\n",
      "14:\tlearn: 1598.3222733\ttotal: 84.1ms\tremaining: 644ms\n",
      "15:\tlearn: 1590.6134048\ttotal: 87.2ms\tremaining: 621ms\n",
      "16:\tlearn: 1582.5411023\ttotal: 90.6ms\tremaining: 602ms\n",
      "17:\tlearn: 1574.6201223\ttotal: 94.5ms\tremaining: 588ms\n",
      "18:\tlearn: 1567.4518676\ttotal: 97.8ms\tremaining: 571ms\n",
      "19:\tlearn: 1560.3477857\ttotal: 101ms\tremaining: 556ms\n",
      "20:\tlearn: 1553.1266789\ttotal: 104ms\tremaining: 539ms\n",
      "21:\tlearn: 1545.7525728\ttotal: 107ms\tremaining: 525ms\n",
      "22:\tlearn: 1539.0152549\ttotal: 111ms\tremaining: 515ms\n",
      "23:\tlearn: 1532.2400880\ttotal: 114ms\tremaining: 504ms\n",
      "24:\tlearn: 1525.2348629\ttotal: 117ms\tremaining: 492ms\n",
      "25:\tlearn: 1518.3113478\ttotal: 120ms\tremaining: 481ms\n",
      "26:\tlearn: 1511.5688039\ttotal: 124ms\tremaining: 472ms\n",
      "27:\tlearn: 1504.4990324\ttotal: 131ms\tremaining: 477ms\n",
      "28:\tlearn: 1497.4098620\ttotal: 134ms\tremaining: 467ms\n",
      "29:\tlearn: 1490.9234108\ttotal: 137ms\tremaining: 458ms\n",
      "30:\tlearn: 1484.0509004\ttotal: 141ms\tremaining: 450ms\n",
      "31:\tlearn: 1477.8570426\ttotal: 144ms\tremaining: 441ms\n",
      "32:\tlearn: 1472.0752657\ttotal: 147ms\tremaining: 433ms\n",
      "33:\tlearn: 1465.5416221\ttotal: 150ms\tremaining: 425ms\n",
      "34:\tlearn: 1459.0708197\ttotal: 154ms\tremaining: 418ms\n",
      "35:\tlearn: 1453.1333018\ttotal: 157ms\tremaining: 410ms\n",
      "36:\tlearn: 1446.9994821\ttotal: 160ms\tremaining: 403ms\n",
      "37:\tlearn: 1440.9885932\ttotal: 163ms\tremaining: 395ms\n",
      "38:\tlearn: 1435.2595882\ttotal: 166ms\tremaining: 388ms\n",
      "39:\tlearn: 1429.3476146\ttotal: 170ms\tremaining: 382ms\n",
      "40:\tlearn: 1423.3897789\ttotal: 173ms\tremaining: 375ms\n",
      "41:\tlearn: 1417.4423394\ttotal: 176ms\tremaining: 369ms\n",
      "42:\tlearn: 1411.9857648\ttotal: 178ms\tremaining: 361ms\n",
      "43:\tlearn: 1406.5991334\ttotal: 181ms\tremaining: 355ms\n",
      "44:\tlearn: 1401.0797994\ttotal: 186ms\tremaining: 352ms\n",
      "45:\tlearn: 1396.0785012\ttotal: 190ms\tremaining: 348ms\n",
      "46:\tlearn: 1390.5496011\ttotal: 195ms\tremaining: 344ms\n",
      "47:\tlearn: 1385.5064054\ttotal: 200ms\tremaining: 341ms\n",
      "48:\tlearn: 1380.3710128\ttotal: 204ms\tremaining: 337ms\n",
      "49:\tlearn: 1375.5399207\ttotal: 209ms\tremaining: 335ms\n",
      "50:\tlearn: 1370.9763087\ttotal: 215ms\tremaining: 333ms\n",
      "51:\tlearn: 1366.1985042\ttotal: 218ms\tremaining: 327ms\n",
      "52:\tlearn: 1361.5940676\ttotal: 221ms\tremaining: 321ms\n",
      "53:\tlearn: 1356.7448087\ttotal: 224ms\tremaining: 316ms\n",
      "54:\tlearn: 1352.1093009\ttotal: 228ms\tremaining: 312ms\n",
      "55:\tlearn: 1347.4925790\ttotal: 232ms\tremaining: 306ms\n",
      "56:\tlearn: 1343.1964405\ttotal: 235ms\tremaining: 301ms\n",
      "57:\tlearn: 1338.5549456\ttotal: 238ms\tremaining: 295ms\n",
      "58:\tlearn: 1333.9942113\ttotal: 241ms\tremaining: 290ms\n",
      "59:\tlearn: 1329.5843116\ttotal: 245ms\tremaining: 285ms\n",
      "60:\tlearn: 1325.3779754\ttotal: 248ms\tremaining: 280ms\n",
      "61:\tlearn: 1321.2441667\ttotal: 251ms\tremaining: 275ms\n",
      "62:\tlearn: 1317.3100032\ttotal: 254ms\tremaining: 270ms\n",
      "63:\tlearn: 1312.9819124\ttotal: 258ms\tremaining: 266ms\n",
      "64:\tlearn: 1309.1088079\ttotal: 260ms\tremaining: 260ms\n",
      "65:\tlearn: 1305.3427358\ttotal: 263ms\tremaining: 255ms\n",
      "66:\tlearn: 1301.3815173\ttotal: 266ms\tremaining: 250ms\n",
      "67:\tlearn: 1297.9111868\ttotal: 269ms\tremaining: 246ms\n",
      "68:\tlearn: 1294.1314235\ttotal: 273ms\tremaining: 241ms\n",
      "69:\tlearn: 1290.1490666\ttotal: 276ms\tremaining: 237ms\n",
      "70:\tlearn: 1286.2686306\ttotal: 279ms\tremaining: 232ms\n",
      "71:\tlearn: 1282.5802655\ttotal: 282ms\tremaining: 227ms\n",
      "72:\tlearn: 1278.6918844\ttotal: 285ms\tremaining: 223ms\n",
      "73:\tlearn: 1275.4503331\ttotal: 289ms\tremaining: 218ms\n",
      "74:\tlearn: 1272.2291438\ttotal: 292ms\tremaining: 214ms\n",
      "75:\tlearn: 1268.9052377\ttotal: 295ms\tremaining: 210ms\n",
      "76:\tlearn: 1265.1857358\ttotal: 298ms\tremaining: 205ms\n",
      "77:\tlearn: 1262.1138597\ttotal: 302ms\tremaining: 201ms\n",
      "78:\tlearn: 1258.7347538\ttotal: 305ms\tremaining: 197ms\n",
      "79:\tlearn: 1255.2690193\ttotal: 308ms\tremaining: 192ms\n",
      "80:\tlearn: 1252.0889972\ttotal: 311ms\tremaining: 188ms\n",
      "81:\tlearn: 1248.7518193\ttotal: 314ms\tremaining: 184ms\n",
      "82:\tlearn: 1245.3454704\ttotal: 318ms\tremaining: 180ms\n",
      "83:\tlearn: 1242.1514883\ttotal: 321ms\tremaining: 176ms\n",
      "84:\tlearn: 1239.2805187\ttotal: 324ms\tremaining: 171ms\n",
      "85:\tlearn: 1236.1778983\ttotal: 327ms\tremaining: 167ms\n",
      "86:\tlearn: 1233.1160809\ttotal: 330ms\tremaining: 163ms\n",
      "87:\tlearn: 1230.3010257\ttotal: 333ms\tremaining: 159ms\n",
      "88:\tlearn: 1227.3079041\ttotal: 336ms\tremaining: 155ms\n",
      "89:\tlearn: 1224.3830877\ttotal: 340ms\tremaining: 151ms\n",
      "90:\tlearn: 1222.1250229\ttotal: 342ms\tremaining: 147ms\n",
      "91:\tlearn: 1219.6092109\ttotal: 345ms\tremaining: 143ms\n",
      "92:\tlearn: 1216.8822604\ttotal: 348ms\tremaining: 139ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "93:\tlearn: 1214.3367362\ttotal: 353ms\tremaining: 135ms\n",
      "94:\tlearn: 1211.9446082\ttotal: 357ms\tremaining: 132ms\n",
      "95:\tlearn: 1209.6632057\ttotal: 364ms\tremaining: 129ms\n",
      "96:\tlearn: 1207.1574760\ttotal: 368ms\tremaining: 125ms\n",
      "97:\tlearn: 1204.5345274\ttotal: 373ms\tremaining: 122ms\n",
      "98:\tlearn: 1201.8405086\ttotal: 377ms\tremaining: 118ms\n",
      "99:\tlearn: 1199.9747396\ttotal: 380ms\tremaining: 114ms\n",
      "100:\tlearn: 1197.7695771\ttotal: 383ms\tremaining: 110ms\n",
      "101:\tlearn: 1195.4990036\ttotal: 387ms\tremaining: 106ms\n",
      "102:\tlearn: 1193.1358550\ttotal: 392ms\tremaining: 103ms\n",
      "103:\tlearn: 1190.8943440\ttotal: 395ms\tremaining: 98.8ms\n",
      "104:\tlearn: 1188.5246236\ttotal: 398ms\tremaining: 94.9ms\n",
      "105:\tlearn: 1186.1983225\ttotal: 402ms\tremaining: 90.9ms\n",
      "106:\tlearn: 1184.1529770\ttotal: 405ms\tremaining: 87.1ms\n",
      "107:\tlearn: 1181.9151316\ttotal: 408ms\tremaining: 83.2ms\n",
      "108:\tlearn: 1179.9039893\ttotal: 412ms\tremaining: 79.3ms\n",
      "109:\tlearn: 1177.9485701\ttotal: 415ms\tremaining: 75.4ms\n",
      "110:\tlearn: 1176.3466898\ttotal: 418ms\tremaining: 71.5ms\n",
      "111:\tlearn: 1174.3561747\ttotal: 421ms\tremaining: 67.7ms\n",
      "112:\tlearn: 1172.2284773\ttotal: 425ms\tremaining: 63.9ms\n",
      "113:\tlearn: 1170.1633943\ttotal: 428ms\tremaining: 60ms\n",
      "114:\tlearn: 1168.1010047\ttotal: 431ms\tremaining: 56.2ms\n",
      "115:\tlearn: 1165.9933871\ttotal: 434ms\tremaining: 52.4ms\n",
      "116:\tlearn: 1164.0164470\ttotal: 437ms\tremaining: 48.6ms\n",
      "117:\tlearn: 1162.0199991\ttotal: 441ms\tremaining: 44.8ms\n",
      "118:\tlearn: 1160.0190220\ttotal: 444ms\tremaining: 41ms\n",
      "119:\tlearn: 1158.0709132\ttotal: 447ms\tremaining: 37.2ms\n",
      "120:\tlearn: 1156.4725302\ttotal: 450ms\tremaining: 33.5ms\n",
      "121:\tlearn: 1154.8783688\ttotal: 454ms\tremaining: 29.7ms\n",
      "122:\tlearn: 1153.2627117\ttotal: 457ms\tremaining: 26ms\n",
      "123:\tlearn: 1151.4580571\ttotal: 460ms\tremaining: 22.2ms\n",
      "124:\tlearn: 1149.7547032\ttotal: 465ms\tremaining: 18.6ms\n",
      "125:\tlearn: 1148.0087569\ttotal: 468ms\tremaining: 14.9ms\n",
      "126:\tlearn: 1146.1625787\ttotal: 471ms\tremaining: 11.1ms\n",
      "127:\tlearn: 1144.5429882\ttotal: 474ms\tremaining: 7.41ms\n",
      "128:\tlearn: 1142.8629093\ttotal: 477ms\tremaining: 3.7ms\n",
      "129:\tlearn: 1141.3374448\ttotal: 481ms\tremaining: 0us\n",
      "0:\tlearn: 1718.2214193\ttotal: 3.62ms\tremaining: 466ms\n",
      "1:\tlearn: 1708.7318315\ttotal: 7.61ms\tremaining: 487ms\n",
      "2:\tlearn: 1699.5915151\ttotal: 11.7ms\tremaining: 493ms\n",
      "3:\tlearn: 1690.1200865\ttotal: 15.6ms\tremaining: 493ms\n",
      "4:\tlearn: 1681.2834697\ttotal: 20.2ms\tremaining: 504ms\n",
      "5:\tlearn: 1671.9022182\ttotal: 33.9ms\tremaining: 700ms\n",
      "6:\tlearn: 1663.1588060\ttotal: 37.8ms\tremaining: 664ms\n",
      "7:\tlearn: 1655.1773041\ttotal: 41.1ms\tremaining: 627ms\n",
      "8:\tlearn: 1646.2405418\ttotal: 44.5ms\tremaining: 599ms\n",
      "9:\tlearn: 1637.9815886\ttotal: 47.1ms\tremaining: 565ms\n",
      "10:\tlearn: 1629.7688546\ttotal: 50.4ms\tremaining: 545ms\n",
      "11:\tlearn: 1621.9257970\ttotal: 54.1ms\tremaining: 532ms\n",
      "12:\tlearn: 1613.7078712\ttotal: 57.5ms\tremaining: 517ms\n",
      "13:\tlearn: 1605.1826263\ttotal: 60.7ms\tremaining: 503ms\n",
      "14:\tlearn: 1596.9895484\ttotal: 64.1ms\tremaining: 491ms\n",
      "15:\tlearn: 1589.1801375\ttotal: 68.1ms\tremaining: 485ms\n",
      "16:\tlearn: 1581.2697035\ttotal: 71.6ms\tremaining: 476ms\n",
      "17:\tlearn: 1573.4792316\ttotal: 74.9ms\tremaining: 466ms\n",
      "18:\tlearn: 1566.4070633\ttotal: 78.4ms\tremaining: 458ms\n",
      "19:\tlearn: 1559.2882522\ttotal: 82ms\tremaining: 451ms\n",
      "20:\tlearn: 1551.9933780\ttotal: 85.2ms\tremaining: 442ms\n",
      "21:\tlearn: 1544.6076196\ttotal: 88.3ms\tremaining: 434ms\n",
      "22:\tlearn: 1537.4042952\ttotal: 91.4ms\tremaining: 425ms\n",
      "23:\tlearn: 1530.4383409\ttotal: 93.9ms\tremaining: 415ms\n",
      "24:\tlearn: 1523.5604371\ttotal: 97.5ms\tremaining: 409ms\n",
      "25:\tlearn: 1516.5847695\ttotal: 101ms\tremaining: 403ms\n",
      "26:\tlearn: 1509.6832375\ttotal: 104ms\tremaining: 396ms\n",
      "27:\tlearn: 1502.8659087\ttotal: 107ms\tremaining: 390ms\n",
      "28:\tlearn: 1496.0371740\ttotal: 110ms\tremaining: 384ms\n",
      "29:\tlearn: 1489.1873155\ttotal: 114ms\tremaining: 380ms\n",
      "30:\tlearn: 1483.1040179\ttotal: 117ms\tremaining: 374ms\n",
      "31:\tlearn: 1476.5800445\ttotal: 120ms\tremaining: 368ms\n",
      "32:\tlearn: 1470.6391049\ttotal: 127ms\tremaining: 374ms\n",
      "33:\tlearn: 1464.3702731\ttotal: 130ms\tremaining: 368ms\n",
      "34:\tlearn: 1458.4778131\ttotal: 133ms\tremaining: 362ms\n",
      "35:\tlearn: 1452.2073360\ttotal: 136ms\tremaining: 356ms\n",
      "36:\tlearn: 1446.5844326\ttotal: 140ms\tremaining: 351ms\n",
      "37:\tlearn: 1441.7203307\ttotal: 143ms\tremaining: 346ms\n",
      "38:\tlearn: 1435.4791675\ttotal: 146ms\tremaining: 341ms\n",
      "39:\tlearn: 1429.9977633\ttotal: 149ms\tremaining: 335ms\n",
      "40:\tlearn: 1424.8481785\ttotal: 152ms\tremaining: 331ms\n",
      "41:\tlearn: 1419.2960157\ttotal: 155ms\tremaining: 326ms\n",
      "42:\tlearn: 1413.7566132\ttotal: 159ms\tremaining: 321ms\n",
      "43:\tlearn: 1408.1774629\ttotal: 162ms\tremaining: 316ms\n",
      "44:\tlearn: 1402.7810350\ttotal: 167ms\tremaining: 315ms\n",
      "45:\tlearn: 1397.4398545\ttotal: 172ms\tremaining: 313ms\n",
      "46:\tlearn: 1391.7819977\ttotal: 176ms\tremaining: 311ms\n",
      "47:\tlearn: 1387.3480943\ttotal: 183ms\tremaining: 312ms\n",
      "48:\tlearn: 1382.4548246\ttotal: 187ms\tremaining: 310ms\n",
      "49:\tlearn: 1377.3021704\ttotal: 193ms\tremaining: 308ms\n",
      "50:\tlearn: 1372.4008238\ttotal: 197ms\tremaining: 305ms\n",
      "51:\tlearn: 1367.6173908\ttotal: 202ms\tremaining: 304ms\n",
      "52:\tlearn: 1362.8714721\ttotal: 206ms\tremaining: 299ms\n",
      "53:\tlearn: 1358.0605925\ttotal: 209ms\tremaining: 294ms\n",
      "54:\tlearn: 1353.0972664\ttotal: 212ms\tremaining: 289ms\n",
      "55:\tlearn: 1348.9367251\ttotal: 214ms\tremaining: 283ms\n",
      "56:\tlearn: 1344.5734294\ttotal: 218ms\tremaining: 279ms\n",
      "57:\tlearn: 1339.9679732\ttotal: 221ms\tremaining: 274ms\n",
      "58:\tlearn: 1335.5008796\ttotal: 224ms\tremaining: 270ms\n",
      "59:\tlearn: 1331.1291201\ttotal: 227ms\tremaining: 265ms\n",
      "60:\tlearn: 1326.7835961\ttotal: 231ms\tremaining: 261ms\n",
      "61:\tlearn: 1322.4249765\ttotal: 234ms\tremaining: 257ms\n",
      "62:\tlearn: 1318.8724483\ttotal: 237ms\tremaining: 252ms\n",
      "63:\tlearn: 1314.5400035\ttotal: 240ms\tremaining: 248ms\n",
      "64:\tlearn: 1310.5126824\ttotal: 243ms\tremaining: 243ms\n",
      "65:\tlearn: 1306.6446499\ttotal: 247ms\tremaining: 239ms\n",
      "66:\tlearn: 1302.5073810\ttotal: 250ms\tremaining: 235ms\n",
      "67:\tlearn: 1298.8233652\ttotal: 253ms\tremaining: 231ms\n",
      "68:\tlearn: 1294.7339492\ttotal: 256ms\tremaining: 226ms\n",
      "69:\tlearn: 1291.1170260\ttotal: 259ms\tremaining: 222ms\n",
      "70:\tlearn: 1287.5074706\ttotal: 262ms\tremaining: 218ms\n",
      "71:\tlearn: 1283.5960107\ttotal: 265ms\tremaining: 214ms\n",
      "72:\tlearn: 1280.1190790\ttotal: 268ms\tremaining: 210ms\n",
      "73:\tlearn: 1276.7662874\ttotal: 272ms\tremaining: 205ms\n",
      "74:\tlearn: 1273.4360656\ttotal: 275ms\tremaining: 202ms\n",
      "75:\tlearn: 1269.8915269\ttotal: 278ms\tremaining: 198ms\n",
      "76:\tlearn: 1266.2682641\ttotal: 281ms\tremaining: 194ms\n",
      "77:\tlearn: 1262.9610652\ttotal: 284ms\tremaining: 190ms\n",
      "78:\tlearn: 1259.5779916\ttotal: 288ms\tremaining: 186ms\n",
      "79:\tlearn: 1256.8675623\ttotal: 291ms\tremaining: 182ms\n",
      "80:\tlearn: 1253.6813672\ttotal: 294ms\tremaining: 178ms\n",
      "81:\tlearn: 1250.4007675\ttotal: 297ms\tremaining: 174ms\n",
      "82:\tlearn: 1247.4476874\ttotal: 300ms\tremaining: 170ms\n",
      "83:\tlearn: 1244.5552460\ttotal: 303ms\tremaining: 166ms\n",
      "84:\tlearn: 1241.4680543\ttotal: 307ms\tremaining: 162ms\n",
      "85:\tlearn: 1238.3563459\ttotal: 310ms\tremaining: 158ms\n",
      "86:\tlearn: 1235.5396858\ttotal: 313ms\tremaining: 155ms\n",
      "87:\tlearn: 1232.3570458\ttotal: 316ms\tremaining: 151ms\n",
      "88:\tlearn: 1229.3745236\ttotal: 320ms\tremaining: 147ms\n",
      "89:\tlearn: 1226.3206087\ttotal: 323ms\tremaining: 144ms\n",
      "90:\tlearn: 1223.2589423\ttotal: 326ms\tremaining: 140ms\n",
      "91:\tlearn: 1220.2390720\ttotal: 329ms\tremaining: 136ms\n",
      "92:\tlearn: 1217.5101053\ttotal: 336ms\tremaining: 133ms\n",
      "93:\tlearn: 1214.8194221\ttotal: 340ms\tremaining: 130ms\n",
      "94:\tlearn: 1211.9724336\ttotal: 345ms\tremaining: 127ms\n",
      "95:\tlearn: 1209.2802673\ttotal: 350ms\tremaining: 124ms\n",
      "96:\tlearn: 1206.6356333\ttotal: 355ms\tremaining: 121ms\n",
      "97:\tlearn: 1204.0435817\ttotal: 359ms\tremaining: 117ms\n",
      "98:\tlearn: 1201.3073586\ttotal: 365ms\tremaining: 114ms\n",
      "99:\tlearn: 1199.0690545\ttotal: 367ms\tremaining: 110ms\n",
      "100:\tlearn: 1196.5165118\ttotal: 370ms\tremaining: 106ms\n",
      "101:\tlearn: 1193.9536971\ttotal: 373ms\tremaining: 102ms\n",
      "102:\tlearn: 1191.5433037\ttotal: 376ms\tremaining: 98.7ms\n",
      "103:\tlearn: 1189.5110956\ttotal: 380ms\tremaining: 95ms\n",
      "104:\tlearn: 1187.1369980\ttotal: 383ms\tremaining: 91.2ms\n",
      "105:\tlearn: 1184.9001439\ttotal: 386ms\tremaining: 87.4ms\n",
      "106:\tlearn: 1182.7801617\ttotal: 389ms\tremaining: 83.7ms\n",
      "107:\tlearn: 1180.3782904\ttotal: 392ms\tremaining: 79.9ms\n",
      "108:\tlearn: 1178.2588445\ttotal: 395ms\tremaining: 76.1ms\n",
      "109:\tlearn: 1176.4759185\ttotal: 398ms\tremaining: 72.3ms\n",
      "110:\tlearn: 1174.5208704\ttotal: 401ms\tremaining: 68.6ms\n",
      "111:\tlearn: 1172.9269899\ttotal: 403ms\tremaining: 64.7ms\n",
      "112:\tlearn: 1171.2487035\ttotal: 405ms\tremaining: 60.9ms\n",
      "113:\tlearn: 1169.2846576\ttotal: 408ms\tremaining: 57.3ms\n",
      "114:\tlearn: 1167.2448305\ttotal: 411ms\tremaining: 53.7ms\n",
      "115:\tlearn: 1165.4456799\ttotal: 415ms\tremaining: 50ms\n",
      "116:\tlearn: 1163.3449956\ttotal: 418ms\tremaining: 46.4ms\n",
      "117:\tlearn: 1161.5530199\ttotal: 421ms\tremaining: 42.8ms\n",
      "118:\tlearn: 1159.6459452\ttotal: 424ms\tremaining: 39.2ms\n",
      "119:\tlearn: 1157.9345794\ttotal: 427ms\tremaining: 35.6ms\n",
      "120:\tlearn: 1156.1293986\ttotal: 430ms\tremaining: 32ms\n",
      "121:\tlearn: 1154.2021434\ttotal: 433ms\tremaining: 28.4ms\n",
      "122:\tlearn: 1152.4731299\ttotal: 436ms\tremaining: 24.8ms\n",
      "123:\tlearn: 1150.5588170\ttotal: 440ms\tremaining: 21.3ms\n",
      "124:\tlearn: 1148.7534117\ttotal: 443ms\tremaining: 17.7ms\n",
      "125:\tlearn: 1146.9878016\ttotal: 446ms\tremaining: 14.2ms\n",
      "126:\tlearn: 1145.5022884\ttotal: 449ms\tremaining: 10.6ms\n",
      "127:\tlearn: 1143.8828974\ttotal: 453ms\tremaining: 7.07ms\n",
      "128:\tlearn: 1142.2465020\ttotal: 461ms\tremaining: 3.57ms\n",
      "129:\tlearn: 1140.7712569\ttotal: 464ms\tremaining: 0us\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:\tlearn: 1707.4164731\ttotal: 2.97ms\tremaining: 383ms\n",
      "1:\tlearn: 1698.2447012\ttotal: 6.58ms\tremaining: 421ms\n",
      "2:\tlearn: 1689.1710646\ttotal: 9.91ms\tremaining: 420ms\n",
      "3:\tlearn: 1679.9802963\ttotal: 13.5ms\tremaining: 424ms\n",
      "4:\tlearn: 1671.9699370\ttotal: 16.7ms\tremaining: 418ms\n",
      "5:\tlearn: 1662.7903544\ttotal: 21.9ms\tremaining: 454ms\n",
      "6:\tlearn: 1654.1645842\ttotal: 25.2ms\tremaining: 444ms\n",
      "7:\tlearn: 1646.2104140\ttotal: 29.1ms\tremaining: 444ms\n",
      "8:\tlearn: 1637.4428011\ttotal: 32.5ms\tremaining: 436ms\n",
      "9:\tlearn: 1629.2911643\ttotal: 36.1ms\tremaining: 433ms\n",
      "10:\tlearn: 1621.1742089\ttotal: 39.5ms\tremaining: 428ms\n",
      "11:\tlearn: 1613.1875326\ttotal: 42.9ms\tremaining: 422ms\n",
      "12:\tlearn: 1605.3843154\ttotal: 46.6ms\tremaining: 420ms\n",
      "13:\tlearn: 1597.2297574\ttotal: 50ms\tremaining: 414ms\n",
      "14:\tlearn: 1590.3810611\ttotal: 52.2ms\tremaining: 400ms\n",
      "15:\tlearn: 1582.7735509\ttotal: 55.3ms\tremaining: 394ms\n",
      "16:\tlearn: 1575.4238219\ttotal: 58.8ms\tremaining: 391ms\n",
      "17:\tlearn: 1567.9373958\ttotal: 62.4ms\tremaining: 388ms\n",
      "18:\tlearn: 1560.8781429\ttotal: 65.8ms\tremaining: 384ms\n",
      "19:\tlearn: 1553.6642166\ttotal: 69.1ms\tremaining: 380ms\n",
      "20:\tlearn: 1546.7273099\ttotal: 71.8ms\tremaining: 373ms\n",
      "21:\tlearn: 1539.4681414\ttotal: 75.4ms\tremaining: 370ms\n",
      "22:\tlearn: 1532.8896377\ttotal: 78.9ms\tremaining: 367ms\n",
      "23:\tlearn: 1525.7705519\ttotal: 82ms\tremaining: 362ms\n",
      "24:\tlearn: 1518.8243430\ttotal: 85.3ms\tremaining: 358ms\n",
      "25:\tlearn: 1512.3484556\ttotal: 88.3ms\tremaining: 353ms\n",
      "26:\tlearn: 1505.6652050\ttotal: 92.1ms\tremaining: 351ms\n",
      "27:\tlearn: 1498.7493336\ttotal: 95.4ms\tremaining: 348ms\n",
      "28:\tlearn: 1492.0594817\ttotal: 108ms\tremaining: 376ms\n",
      "29:\tlearn: 1485.6097488\ttotal: 111ms\tremaining: 370ms\n",
      "30:\tlearn: 1478.9467073\ttotal: 114ms\tremaining: 365ms\n",
      "31:\tlearn: 1472.9843309\ttotal: 117ms\tremaining: 359ms\n",
      "32:\tlearn: 1467.2827194\ttotal: 121ms\tremaining: 355ms\n",
      "33:\tlearn: 1461.4313614\ttotal: 124ms\tremaining: 350ms\n",
      "34:\tlearn: 1455.4785281\ttotal: 127ms\tremaining: 345ms\n",
      "35:\tlearn: 1449.7438626\ttotal: 130ms\tremaining: 340ms\n",
      "36:\tlearn: 1443.4777744\ttotal: 133ms\tremaining: 335ms\n",
      "37:\tlearn: 1437.5241061\ttotal: 137ms\tremaining: 331ms\n",
      "38:\tlearn: 1432.3443349\ttotal: 140ms\tremaining: 326ms\n",
      "39:\tlearn: 1426.5192792\ttotal: 143ms\tremaining: 322ms\n",
      "40:\tlearn: 1421.2563276\ttotal: 146ms\tremaining: 317ms\n",
      "41:\tlearn: 1415.6520846\ttotal: 149ms\tremaining: 312ms\n",
      "42:\tlearn: 1410.2875885\ttotal: 152ms\tremaining: 307ms\n",
      "43:\tlearn: 1405.1013328\ttotal: 155ms\tremaining: 303ms\n",
      "44:\tlearn: 1399.6539273\ttotal: 158ms\tremaining: 298ms\n",
      "45:\tlearn: 1394.3629538\ttotal: 161ms\tremaining: 294ms\n",
      "46:\tlearn: 1389.1532517\ttotal: 164ms\tremaining: 289ms\n",
      "47:\tlearn: 1384.8806915\ttotal: 167ms\tremaining: 286ms\n",
      "48:\tlearn: 1379.8037266\ttotal: 170ms\tremaining: 282ms\n",
      "49:\tlearn: 1374.8495108\ttotal: 173ms\tremaining: 277ms\n",
      "50:\tlearn: 1369.7548948\ttotal: 178ms\tremaining: 276ms\n",
      "51:\tlearn: 1365.0500662\ttotal: 183ms\tremaining: 275ms\n",
      "52:\tlearn: 1360.2019668\ttotal: 188ms\tremaining: 273ms\n",
      "53:\tlearn: 1355.7011888\ttotal: 192ms\tremaining: 270ms\n",
      "54:\tlearn: 1351.1722630\ttotal: 197ms\tremaining: 268ms\n",
      "55:\tlearn: 1346.4685081\ttotal: 203ms\tremaining: 268ms\n",
      "56:\tlearn: 1342.2315685\ttotal: 206ms\tremaining: 264ms\n",
      "57:\tlearn: 1337.8892438\ttotal: 209ms\tremaining: 259ms\n",
      "58:\tlearn: 1333.4281095\ttotal: 212ms\tremaining: 256ms\n",
      "59:\tlearn: 1329.1880451\ttotal: 216ms\tremaining: 252ms\n",
      "60:\tlearn: 1325.0748389\ttotal: 219ms\tremaining: 247ms\n",
      "61:\tlearn: 1320.9768511\ttotal: 222ms\tremaining: 243ms\n",
      "62:\tlearn: 1317.0400097\ttotal: 225ms\tremaining: 240ms\n",
      "63:\tlearn: 1312.9961413\ttotal: 229ms\tremaining: 236ms\n",
      "64:\tlearn: 1309.1436513\ttotal: 231ms\tremaining: 231ms\n",
      "65:\tlearn: 1305.5115820\ttotal: 234ms\tremaining: 227ms\n",
      "66:\tlearn: 1301.6674769\ttotal: 236ms\tremaining: 222ms\n",
      "67:\tlearn: 1297.6788332\ttotal: 240ms\tremaining: 218ms\n",
      "68:\tlearn: 1293.8715088\ttotal: 243ms\tremaining: 214ms\n",
      "69:\tlearn: 1290.1281226\ttotal: 246ms\tremaining: 211ms\n",
      "70:\tlearn: 1286.5502545\ttotal: 249ms\tremaining: 207ms\n",
      "71:\tlearn: 1283.0792650\ttotal: 252ms\tremaining: 203ms\n",
      "72:\tlearn: 1279.6092055\ttotal: 256ms\tremaining: 200ms\n",
      "73:\tlearn: 1276.1145820\ttotal: 259ms\tremaining: 196ms\n",
      "74:\tlearn: 1272.5414901\ttotal: 262ms\tremaining: 192ms\n",
      "75:\tlearn: 1269.2683204\ttotal: 265ms\tremaining: 188ms\n",
      "76:\tlearn: 1265.8104297\ttotal: 268ms\tremaining: 185ms\n",
      "77:\tlearn: 1262.5080994\ttotal: 271ms\tremaining: 181ms\n",
      "78:\tlearn: 1259.4420567\ttotal: 274ms\tremaining: 177ms\n",
      "79:\tlearn: 1256.0565275\ttotal: 277ms\tremaining: 173ms\n",
      "80:\tlearn: 1252.8071993\ttotal: 280ms\tremaining: 170ms\n",
      "81:\tlearn: 1249.7199393\ttotal: 284ms\tremaining: 166ms\n",
      "82:\tlearn: 1246.7902431\ttotal: 287ms\tremaining: 162ms\n",
      "83:\tlearn: 1243.6783173\ttotal: 290ms\tremaining: 159ms\n",
      "84:\tlearn: 1240.6132122\ttotal: 293ms\tremaining: 155ms\n",
      "85:\tlearn: 1237.6611004\ttotal: 296ms\tremaining: 151ms\n",
      "86:\tlearn: 1234.9714069\ttotal: 301ms\tremaining: 149ms\n",
      "87:\tlearn: 1232.0131801\ttotal: 304ms\tremaining: 145ms\n",
      "88:\tlearn: 1229.2411698\ttotal: 307ms\tremaining: 142ms\n",
      "89:\tlearn: 1226.6335712\ttotal: 310ms\tremaining: 138ms\n",
      "90:\tlearn: 1223.7008275\ttotal: 314ms\tremaining: 135ms\n",
      "91:\tlearn: 1221.2277200\ttotal: 317ms\tremaining: 131ms\n",
      "92:\tlearn: 1218.8873728\ttotal: 320ms\tremaining: 127ms\n",
      "93:\tlearn: 1216.5026783\ttotal: 323ms\tremaining: 124ms\n",
      "94:\tlearn: 1214.1511884\ttotal: 326ms\tremaining: 120ms\n",
      "95:\tlearn: 1211.9065963\ttotal: 330ms\tremaining: 117ms\n",
      "96:\tlearn: 1209.5218536\ttotal: 333ms\tremaining: 113ms\n",
      "97:\tlearn: 1207.1396014\ttotal: 336ms\tremaining: 110ms\n",
      "98:\tlearn: 1204.5353598\ttotal: 339ms\tremaining: 106ms\n",
      "99:\tlearn: 1202.1176084\ttotal: 344ms\tremaining: 103ms\n",
      "100:\tlearn: 1199.5881333\ttotal: 348ms\tremaining: 99.9ms\n",
      "101:\tlearn: 1197.4321825\ttotal: 352ms\tremaining: 96.7ms\n",
      "102:\tlearn: 1195.1326147\ttotal: 356ms\tremaining: 93.4ms\n",
      "103:\tlearn: 1192.7531684\ttotal: 360ms\tremaining: 90.1ms\n",
      "104:\tlearn: 1190.3962968\ttotal: 367ms\tremaining: 87.4ms\n",
      "105:\tlearn: 1188.0770264\ttotal: 371ms\tremaining: 84.1ms\n",
      "106:\tlearn: 1186.2247010\ttotal: 375ms\tremaining: 80.6ms\n",
      "107:\tlearn: 1183.9644914\ttotal: 378ms\tremaining: 77ms\n",
      "108:\tlearn: 1181.9598021\ttotal: 381ms\tremaining: 73.4ms\n",
      "109:\tlearn: 1179.8764191\ttotal: 384ms\tremaining: 69.9ms\n",
      "110:\tlearn: 1177.7933105\ttotal: 388ms\tremaining: 66.4ms\n",
      "111:\tlearn: 1175.8920660\ttotal: 391ms\tremaining: 62.9ms\n",
      "112:\tlearn: 1173.8666991\ttotal: 394ms\tremaining: 59.3ms\n",
      "113:\tlearn: 1171.7732232\ttotal: 397ms\tremaining: 55.7ms\n",
      "114:\tlearn: 1169.5902273\ttotal: 400ms\tremaining: 52.2ms\n",
      "115:\tlearn: 1167.7370378\ttotal: 404ms\tremaining: 48.7ms\n",
      "116:\tlearn: 1165.7586110\ttotal: 407ms\tremaining: 45.2ms\n",
      "117:\tlearn: 1163.7380458\ttotal: 410ms\tremaining: 41.7ms\n",
      "118:\tlearn: 1161.9479391\ttotal: 413ms\tremaining: 38.2ms\n",
      "119:\tlearn: 1160.2325852\ttotal: 416ms\tremaining: 34.6ms\n",
      "120:\tlearn: 1158.4310812\ttotal: 419ms\tremaining: 31.2ms\n",
      "121:\tlearn: 1156.4642843\ttotal: 422ms\tremaining: 27.7ms\n",
      "122:\tlearn: 1154.6098735\ttotal: 425ms\tremaining: 24.2ms\n",
      "123:\tlearn: 1152.9043879\ttotal: 428ms\tremaining: 20.7ms\n",
      "124:\tlearn: 1151.0812134\ttotal: 431ms\tremaining: 17.2ms\n",
      "125:\tlearn: 1149.6954128\ttotal: 434ms\tremaining: 13.8ms\n",
      "126:\tlearn: 1147.8994232\ttotal: 437ms\tremaining: 10.3ms\n",
      "127:\tlearn: 1146.2228709\ttotal: 440ms\tremaining: 6.88ms\n",
      "128:\tlearn: 1144.5656900\ttotal: 443ms\tremaining: 3.44ms\n",
      "129:\tlearn: 1142.9175055\ttotal: 447ms\tremaining: 0us\n",
      "0:\tlearn: 1722.6568390\ttotal: 3.01ms\tremaining: 599ms\n",
      "1:\tlearn: 1713.2948690\ttotal: 6.47ms\tremaining: 641ms\n",
      "2:\tlearn: 1704.2264131\ttotal: 9.78ms\tremaining: 642ms\n",
      "3:\tlearn: 1694.9734443\ttotal: 13.6ms\tremaining: 666ms\n",
      "4:\tlearn: 1686.4903392\ttotal: 17.7ms\tremaining: 690ms\n",
      "5:\tlearn: 1677.1368405\ttotal: 22.1ms\tremaining: 715ms\n",
      "6:\tlearn: 1668.0450769\ttotal: 26.7ms\tremaining: 736ms\n",
      "7:\tlearn: 1659.3933747\ttotal: 30.4ms\tremaining: 729ms\n",
      "8:\tlearn: 1650.4958581\ttotal: 33.6ms\tremaining: 712ms\n",
      "9:\tlearn: 1642.2307188\ttotal: 35.8ms\tremaining: 681ms\n",
      "10:\tlearn: 1633.9016115\ttotal: 38.8ms\tremaining: 667ms\n",
      "11:\tlearn: 1626.0123336\ttotal: 42.5ms\tremaining: 667ms\n",
      "12:\tlearn: 1617.4378132\ttotal: 45.8ms\tremaining: 660ms\n",
      "13:\tlearn: 1608.9231538\ttotal: 49.1ms\tremaining: 652ms\n",
      "14:\tlearn: 1600.7772872\ttotal: 52.4ms\tremaining: 646ms\n",
      "15:\tlearn: 1592.8590533\ttotal: 55.6ms\tremaining: 640ms\n",
      "16:\tlearn: 1585.2890346\ttotal: 59.4ms\tremaining: 639ms\n",
      "17:\tlearn: 1577.1953829\ttotal: 62.7ms\tremaining: 634ms\n",
      "18:\tlearn: 1570.0752771\ttotal: 66ms\tremaining: 628ms\n",
      "19:\tlearn: 1562.8368842\ttotal: 69.3ms\tremaining: 624ms\n",
      "20:\tlearn: 1555.6637375\ttotal: 72.9ms\tremaining: 621ms\n",
      "21:\tlearn: 1548.2374806\ttotal: 76.4ms\tremaining: 618ms\n",
      "22:\tlearn: 1540.9686960\ttotal: 79.7ms\tremaining: 614ms\n",
      "23:\tlearn: 1533.9434005\ttotal: 83ms\tremaining: 609ms\n",
      "24:\tlearn: 1526.8925947\ttotal: 86.3ms\tremaining: 604ms\n",
      "25:\tlearn: 1520.3129258\ttotal: 90.2ms\tremaining: 604ms\n",
      "26:\tlearn: 1513.9005730\ttotal: 93.4ms\tremaining: 599ms\n",
      "27:\tlearn: 1507.5208309\ttotal: 96.7ms\tremaining: 594ms\n",
      "28:\tlearn: 1500.7766656\ttotal: 99.9ms\tremaining: 589ms\n",
      "29:\tlearn: 1494.1161091\ttotal: 103ms\tremaining: 584ms\n",
      "30:\tlearn: 1487.5408897\ttotal: 106ms\tremaining: 579ms\n",
      "31:\tlearn: 1481.1435663\ttotal: 109ms\tremaining: 574ms\n",
      "32:\tlearn: 1474.9643649\ttotal: 113ms\tremaining: 570ms\n",
      "33:\tlearn: 1468.9509867\ttotal: 115ms\tremaining: 561ms\n",
      "34:\tlearn: 1463.4944815\ttotal: 118ms\tremaining: 555ms\n",
      "35:\tlearn: 1457.8967833\ttotal: 121ms\tremaining: 550ms\n",
      "36:\tlearn: 1452.4806593\ttotal: 124ms\tremaining: 545ms\n",
      "37:\tlearn: 1446.5699658\ttotal: 127ms\tremaining: 541ms\n",
      "38:\tlearn: 1440.5531811\ttotal: 130ms\tremaining: 537ms\n",
      "39:\tlearn: 1434.6858180\ttotal: 134ms\tremaining: 535ms\n",
      "40:\tlearn: 1429.2899321\ttotal: 136ms\tremaining: 527ms\n",
      "41:\tlearn: 1423.7312545\ttotal: 139ms\tremaining: 523ms\n",
      "42:\tlearn: 1418.3367803\ttotal: 142ms\tremaining: 519ms\n",
      "43:\tlearn: 1413.1478550\ttotal: 145ms\tremaining: 514ms\n",
      "44:\tlearn: 1407.8186172\ttotal: 149ms\tremaining: 513ms\n",
      "45:\tlearn: 1402.2846688\ttotal: 152ms\tremaining: 509ms\n",
      "46:\tlearn: 1396.7135316\ttotal: 155ms\tremaining: 505ms\n",
      "47:\tlearn: 1391.8435630\ttotal: 158ms\tremaining: 501ms\n",
      "48:\tlearn: 1386.8992647\ttotal: 161ms\tremaining: 497ms\n",
      "49:\tlearn: 1381.8236036\ttotal: 164ms\tremaining: 493ms\n",
      "50:\tlearn: 1376.7734345\ttotal: 168ms\tremaining: 489ms\n",
      "51:\tlearn: 1372.1512056\ttotal: 171ms\tremaining: 486ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "52:\tlearn: 1367.0589515\ttotal: 175ms\tremaining: 487ms\n",
      "53:\tlearn: 1362.1508010\ttotal: 181ms\tremaining: 489ms\n",
      "54:\tlearn: 1357.8106618\ttotal: 185ms\tremaining: 488ms\n",
      "55:\tlearn: 1353.2600026\ttotal: 194ms\tremaining: 498ms\n",
      "56:\tlearn: 1348.6279239\ttotal: 198ms\tremaining: 496ms\n",
      "57:\tlearn: 1344.1487712\ttotal: 202ms\tremaining: 494ms\n",
      "58:\tlearn: 1339.7994149\ttotal: 207ms\tremaining: 494ms\n",
      "59:\tlearn: 1335.5334607\ttotal: 210ms\tremaining: 491ms\n",
      "60:\tlearn: 1331.4215056\ttotal: 213ms\tremaining: 486ms\n",
      "61:\tlearn: 1327.1455263\ttotal: 216ms\tremaining: 482ms\n",
      "62:\tlearn: 1322.9335828\ttotal: 220ms\tremaining: 478ms\n",
      "63:\tlearn: 1318.7150424\ttotal: 223ms\tremaining: 474ms\n",
      "64:\tlearn: 1315.0039158\ttotal: 226ms\tremaining: 470ms\n",
      "65:\tlearn: 1311.0325280\ttotal: 229ms\tremaining: 466ms\n",
      "66:\tlearn: 1307.6949483\ttotal: 232ms\tremaining: 461ms\n",
      "67:\tlearn: 1303.5559160\ttotal: 235ms\tremaining: 457ms\n",
      "68:\tlearn: 1299.8762402\ttotal: 239ms\tremaining: 454ms\n",
      "69:\tlearn: 1296.3369131\ttotal: 242ms\tremaining: 449ms\n",
      "70:\tlearn: 1292.6146023\ttotal: 245ms\tremaining: 445ms\n",
      "71:\tlearn: 1289.1549447\ttotal: 248ms\tremaining: 441ms\n",
      "72:\tlearn: 1285.6352890\ttotal: 251ms\tremaining: 437ms\n",
      "73:\tlearn: 1282.1802709\ttotal: 254ms\tremaining: 433ms\n",
      "74:\tlearn: 1278.9219100\ttotal: 257ms\tremaining: 429ms\n",
      "75:\tlearn: 1275.4452176\ttotal: 261ms\tremaining: 425ms\n",
      "76:\tlearn: 1271.8985906\ttotal: 264ms\tremaining: 421ms\n",
      "77:\tlearn: 1268.5413194\ttotal: 267ms\tremaining: 418ms\n",
      "78:\tlearn: 1265.8241489\ttotal: 270ms\tremaining: 414ms\n",
      "79:\tlearn: 1262.7085943\ttotal: 273ms\tremaining: 410ms\n",
      "80:\tlearn: 1259.6356452\ttotal: 276ms\tremaining: 406ms\n",
      "81:\tlearn: 1256.5572006\ttotal: 280ms\tremaining: 402ms\n",
      "82:\tlearn: 1253.1702425\ttotal: 283ms\tremaining: 399ms\n",
      "83:\tlearn: 1249.7894341\ttotal: 286ms\tremaining: 395ms\n",
      "84:\tlearn: 1246.5430698\ttotal: 289ms\tremaining: 391ms\n",
      "85:\tlearn: 1243.6029825\ttotal: 292ms\tremaining: 387ms\n",
      "86:\tlearn: 1240.7120589\ttotal: 295ms\tremaining: 384ms\n",
      "87:\tlearn: 1237.8245561\ttotal: 299ms\tremaining: 380ms\n",
      "88:\tlearn: 1234.9198394\ttotal: 301ms\tremaining: 375ms\n",
      "89:\tlearn: 1232.0963283\ttotal: 304ms\tremaining: 371ms\n",
      "90:\tlearn: 1229.2333292\ttotal: 307ms\tremaining: 368ms\n",
      "91:\tlearn: 1226.4062005\ttotal: 310ms\tremaining: 364ms\n",
      "92:\tlearn: 1223.6929219\ttotal: 313ms\tremaining: 360ms\n",
      "93:\tlearn: 1221.0474573\ttotal: 316ms\tremaining: 357ms\n",
      "94:\tlearn: 1218.2578616\ttotal: 319ms\tremaining: 353ms\n",
      "95:\tlearn: 1215.4551500\ttotal: 322ms\tremaining: 349ms\n",
      "96:\tlearn: 1212.8334952\ttotal: 326ms\tremaining: 346ms\n",
      "97:\tlearn: 1210.2611583\ttotal: 329ms\tremaining: 342ms\n",
      "98:\tlearn: 1207.9419642\ttotal: 332ms\tremaining: 339ms\n",
      "99:\tlearn: 1205.6851694\ttotal: 335ms\tremaining: 335ms\n",
      "100:\tlearn: 1203.2879817\ttotal: 338ms\tremaining: 331ms\n",
      "101:\tlearn: 1201.1306484\ttotal: 346ms\tremaining: 332ms\n",
      "102:\tlearn: 1198.7955109\ttotal: 350ms\tremaining: 329ms\n",
      "103:\tlearn: 1196.4499250\ttotal: 354ms\tremaining: 327ms\n",
      "104:\tlearn: 1194.1515721\ttotal: 358ms\tremaining: 324ms\n",
      "105:\tlearn: 1191.6895652\ttotal: 362ms\tremaining: 321ms\n",
      "106:\tlearn: 1189.9103396\ttotal: 366ms\tremaining: 319ms\n",
      "107:\tlearn: 1187.6881914\ttotal: 369ms\tremaining: 315ms\n",
      "108:\tlearn: 1185.4611786\ttotal: 373ms\tremaining: 311ms\n",
      "109:\tlearn: 1183.4140919\ttotal: 376ms\tremaining: 307ms\n",
      "110:\tlearn: 1181.4650285\ttotal: 379ms\tremaining: 304ms\n",
      "111:\tlearn: 1179.7276819\ttotal: 382ms\tremaining: 300ms\n",
      "112:\tlearn: 1177.7121207\ttotal: 386ms\tremaining: 297ms\n",
      "113:\tlearn: 1175.6630545\ttotal: 389ms\tremaining: 293ms\n",
      "114:\tlearn: 1173.6347537\ttotal: 392ms\tremaining: 289ms\n",
      "115:\tlearn: 1171.6305989\ttotal: 395ms\tremaining: 286ms\n",
      "116:\tlearn: 1169.5990571\ttotal: 398ms\tremaining: 282ms\n",
      "117:\tlearn: 1167.7458599\ttotal: 401ms\tremaining: 279ms\n",
      "118:\tlearn: 1165.7937724\ttotal: 404ms\tremaining: 275ms\n",
      "119:\tlearn: 1163.8787372\ttotal: 407ms\tremaining: 272ms\n",
      "120:\tlearn: 1161.9548213\ttotal: 410ms\tremaining: 268ms\n",
      "121:\tlearn: 1160.4637370\ttotal: 414ms\tremaining: 265ms\n",
      "122:\tlearn: 1158.6175462\ttotal: 417ms\tremaining: 261ms\n",
      "123:\tlearn: 1156.9945717\ttotal: 420ms\tremaining: 257ms\n",
      "124:\tlearn: 1155.2426377\ttotal: 423ms\tremaining: 254ms\n",
      "125:\tlearn: 1153.6402311\ttotal: 426ms\tremaining: 250ms\n",
      "126:\tlearn: 1152.0059482\ttotal: 430ms\tremaining: 247ms\n",
      "127:\tlearn: 1150.2924086\ttotal: 433ms\tremaining: 243ms\n",
      "128:\tlearn: 1148.8291446\ttotal: 436ms\tremaining: 240ms\n",
      "129:\tlearn: 1147.2493235\ttotal: 445ms\tremaining: 239ms\n",
      "130:\tlearn: 1145.7248294\ttotal: 448ms\tremaining: 236ms\n",
      "131:\tlearn: 1144.3660332\ttotal: 451ms\tremaining: 232ms\n",
      "132:\tlearn: 1142.8933281\ttotal: 460ms\tremaining: 232ms\n",
      "133:\tlearn: 1141.3481721\ttotal: 463ms\tremaining: 228ms\n",
      "134:\tlearn: 1139.9179186\ttotal: 466ms\tremaining: 224ms\n",
      "135:\tlearn: 1138.5287911\ttotal: 469ms\tremaining: 221ms\n",
      "136:\tlearn: 1137.1567639\ttotal: 472ms\tremaining: 217ms\n",
      "137:\tlearn: 1135.5195963\ttotal: 476ms\tremaining: 214ms\n",
      "138:\tlearn: 1133.8691660\ttotal: 479ms\tremaining: 210ms\n",
      "139:\tlearn: 1132.5208556\ttotal: 482ms\tremaining: 207ms\n",
      "140:\tlearn: 1131.3176736\ttotal: 486ms\tremaining: 203ms\n",
      "141:\tlearn: 1129.9120758\ttotal: 490ms\tremaining: 200ms\n",
      "142:\tlearn: 1128.6986174\ttotal: 493ms\tremaining: 197ms\n",
      "143:\tlearn: 1127.3490173\ttotal: 497ms\tremaining: 193ms\n",
      "144:\tlearn: 1125.9264615\ttotal: 500ms\tremaining: 190ms\n",
      "145:\tlearn: 1124.6877895\ttotal: 504ms\tremaining: 186ms\n",
      "146:\tlearn: 1123.5004048\ttotal: 507ms\tremaining: 183ms\n",
      "147:\tlearn: 1122.1843233\ttotal: 512ms\tremaining: 180ms\n",
      "148:\tlearn: 1121.0641853\ttotal: 516ms\tremaining: 177ms\n",
      "149:\tlearn: 1119.8880221\ttotal: 524ms\tremaining: 175ms\n",
      "150:\tlearn: 1118.6257630\ttotal: 528ms\tremaining: 171ms\n",
      "151:\tlearn: 1117.3404024\ttotal: 533ms\tremaining: 168ms\n",
      "152:\tlearn: 1116.1219610\ttotal: 539ms\tremaining: 166ms\n",
      "153:\tlearn: 1114.9589335\ttotal: 543ms\tremaining: 162ms\n",
      "154:\tlearn: 1113.6677732\ttotal: 546ms\tremaining: 159ms\n",
      "155:\tlearn: 1112.4582635\ttotal: 553ms\tremaining: 156ms\n",
      "156:\tlearn: 1111.3733628\ttotal: 556ms\tremaining: 152ms\n",
      "157:\tlearn: 1110.3869599\ttotal: 559ms\tremaining: 149ms\n",
      "158:\tlearn: 1109.0689693\ttotal: 562ms\tremaining: 145ms\n",
      "159:\tlearn: 1107.9568952\ttotal: 566ms\tremaining: 141ms\n",
      "160:\tlearn: 1106.7765602\ttotal: 569ms\tremaining: 138ms\n",
      "161:\tlearn: 1105.7908725\ttotal: 572ms\tremaining: 134ms\n",
      "162:\tlearn: 1104.7192557\ttotal: 575ms\tremaining: 131ms\n",
      "163:\tlearn: 1103.6921497\ttotal: 579ms\tremaining: 127ms\n",
      "164:\tlearn: 1102.8467339\ttotal: 582ms\tremaining: 123ms\n",
      "165:\tlearn: 1101.6513103\ttotal: 585ms\tremaining: 120ms\n",
      "166:\tlearn: 1100.5908017\ttotal: 589ms\tremaining: 116ms\n",
      "167:\tlearn: 1099.6695634\ttotal: 592ms\tremaining: 113ms\n",
      "168:\tlearn: 1098.7896618\ttotal: 595ms\tremaining: 109ms\n",
      "169:\tlearn: 1097.7166885\ttotal: 598ms\tremaining: 106ms\n",
      "170:\tlearn: 1096.6243044\ttotal: 602ms\tremaining: 102ms\n",
      "171:\tlearn: 1095.5665746\ttotal: 605ms\tremaining: 98.5ms\n",
      "172:\tlearn: 1094.7797726\ttotal: 609ms\tremaining: 95ms\n",
      "173:\tlearn: 1093.8081940\ttotal: 612ms\tremaining: 91.4ms\n",
      "174:\tlearn: 1092.9197367\ttotal: 614ms\tremaining: 87.8ms\n",
      "175:\tlearn: 1092.1513802\ttotal: 618ms\tremaining: 84.2ms\n",
      "176:\tlearn: 1091.2726272\ttotal: 621ms\tremaining: 80.7ms\n",
      "177:\tlearn: 1090.1397422\ttotal: 624ms\tremaining: 77.2ms\n",
      "178:\tlearn: 1089.4531808\ttotal: 628ms\tremaining: 73.6ms\n",
      "179:\tlearn: 1088.4722573\ttotal: 631ms\tremaining: 70.1ms\n",
      "180:\tlearn: 1087.7408231\ttotal: 634ms\tremaining: 66.6ms\n",
      "181:\tlearn: 1087.0235946\ttotal: 638ms\tremaining: 63.1ms\n",
      "182:\tlearn: 1086.3047950\ttotal: 641ms\tremaining: 59.5ms\n",
      "183:\tlearn: 1085.4587473\ttotal: 644ms\tremaining: 56ms\n",
      "184:\tlearn: 1084.7057740\ttotal: 647ms\tremaining: 52.5ms\n",
      "185:\tlearn: 1083.9472322\ttotal: 651ms\tremaining: 49ms\n",
      "186:\tlearn: 1083.1606649\ttotal: 654ms\tremaining: 45.5ms\n",
      "187:\tlearn: 1082.3433272\ttotal: 657ms\tremaining: 42ms\n",
      "188:\tlearn: 1081.4426099\ttotal: 661ms\tremaining: 38.5ms\n",
      "189:\tlearn: 1080.7287440\ttotal: 665ms\tremaining: 35ms\n",
      "190:\tlearn: 1080.0370920\ttotal: 668ms\tremaining: 31.5ms\n",
      "191:\tlearn: 1079.3592240\ttotal: 675ms\tremaining: 28.1ms\n",
      "192:\tlearn: 1078.5242689\ttotal: 680ms\tremaining: 24.6ms\n",
      "193:\tlearn: 1077.8277053\ttotal: 684ms\tremaining: 21.1ms\n",
      "194:\tlearn: 1077.1580111\ttotal: 688ms\tremaining: 17.6ms\n",
      "195:\tlearn: 1076.5328751\ttotal: 693ms\tremaining: 14.1ms\n",
      "196:\tlearn: 1075.8020808\ttotal: 698ms\tremaining: 10.6ms\n",
      "197:\tlearn: 1074.9159083\ttotal: 702ms\tremaining: 7.09ms\n",
      "198:\tlearn: 1074.0414345\ttotal: 707ms\tremaining: 3.55ms\n",
      "199:\tlearn: 1073.4484091\ttotal: 711ms\tremaining: 0us\n",
      "0:\tlearn: 1745.2207186\ttotal: 9.5ms\tremaining: 1.89s\n",
      "1:\tlearn: 1735.6254677\ttotal: 15.7ms\tremaining: 1.55s\n",
      "2:\tlearn: 1726.2209308\ttotal: 20.9ms\tremaining: 1.37s\n",
      "3:\tlearn: 1716.6389044\ttotal: 26.9ms\tremaining: 1.32s\n",
      "4:\tlearn: 1708.2973217\ttotal: 32.2ms\tremaining: 1.26s\n",
      "5:\tlearn: 1698.7293533\ttotal: 37.5ms\tremaining: 1.21s\n",
      "6:\tlearn: 1689.7059925\ttotal: 42ms\tremaining: 1.16s\n",
      "7:\tlearn: 1681.6016040\ttotal: 45.4ms\tremaining: 1.09s\n",
      "8:\tlearn: 1672.6222288\ttotal: 48.7ms\tremaining: 1.03s\n",
      "9:\tlearn: 1663.8103868\ttotal: 52ms\tremaining: 988ms\n",
      "10:\tlearn: 1655.3648593\ttotal: 55.8ms\tremaining: 958ms\n",
      "11:\tlearn: 1646.9959589\ttotal: 59.2ms\tremaining: 927ms\n",
      "12:\tlearn: 1638.4558499\ttotal: 62.5ms\tremaining: 900ms\n",
      "13:\tlearn: 1629.9286615\ttotal: 65.8ms\tremaining: 875ms\n",
      "14:\tlearn: 1622.7867034\ttotal: 68.8ms\tremaining: 849ms\n",
      "15:\tlearn: 1614.9576413\ttotal: 73ms\tremaining: 839ms\n",
      "16:\tlearn: 1606.7222705\ttotal: 77.2ms\tremaining: 832ms\n",
      "17:\tlearn: 1599.1227801\ttotal: 81.4ms\tremaining: 823ms\n",
      "18:\tlearn: 1591.3585743\ttotal: 84.6ms\tremaining: 806ms\n",
      "19:\tlearn: 1584.1623959\ttotal: 88ms\tremaining: 792ms\n",
      "20:\tlearn: 1576.9159610\ttotal: 90.7ms\tremaining: 773ms\n",
      "21:\tlearn: 1569.6318533\ttotal: 93.8ms\tremaining: 759ms\n",
      "22:\tlearn: 1562.8108165\ttotal: 96.9ms\tremaining: 746ms\n",
      "23:\tlearn: 1556.3391446\ttotal: 100ms\tremaining: 737ms\n",
      "24:\tlearn: 1549.1099522\ttotal: 103ms\tremaining: 724ms\n",
      "25:\tlearn: 1542.2021203\ttotal: 106ms\tremaining: 712ms\n",
      "26:\tlearn: 1535.3377173\ttotal: 109ms\tremaining: 701ms\n",
      "27:\tlearn: 1528.4857206\ttotal: 112ms\tremaining: 690ms\n",
      "28:\tlearn: 1521.8029346\ttotal: 116ms\tremaining: 683ms\n",
      "29:\tlearn: 1515.1930945\ttotal: 121ms\tremaining: 684ms\n",
      "30:\tlearn: 1508.2921771\ttotal: 125ms\tremaining: 680ms\n",
      "31:\tlearn: 1501.6476853\ttotal: 129ms\tremaining: 676ms\n",
      "32:\tlearn: 1495.6014025\ttotal: 132ms\tremaining: 669ms\n",
      "33:\tlearn: 1489.3972740\ttotal: 135ms\tremaining: 660ms\n",
      "34:\tlearn: 1483.2809934\ttotal: 138ms\tremaining: 651ms\n",
      "35:\tlearn: 1477.3218838\ttotal: 141ms\tremaining: 643ms\n",
      "36:\tlearn: 1471.0318165\ttotal: 145ms\tremaining: 637ms\n",
      "37:\tlearn: 1464.9464195\ttotal: 148ms\tremaining: 629ms\n",
      "38:\tlearn: 1459.5379595\ttotal: 151ms\tremaining: 621ms\n",
      "39:\tlearn: 1453.6744576\ttotal: 154ms\tremaining: 614ms\n",
      "40:\tlearn: 1448.1591066\ttotal: 157ms\tremaining: 607ms\n",
      "41:\tlearn: 1442.1481428\ttotal: 160ms\tremaining: 602ms\n",
      "42:\tlearn: 1436.7300563\ttotal: 162ms\tremaining: 592ms\n",
      "43:\tlearn: 1430.9391497\ttotal: 165ms\tremaining: 585ms\n",
      "44:\tlearn: 1425.4376562\ttotal: 168ms\tremaining: 579ms\n",
      "45:\tlearn: 1420.0871966\ttotal: 171ms\tremaining: 573ms\n",
      "46:\tlearn: 1415.0107711\ttotal: 175ms\tremaining: 568ms\n",
      "47:\tlearn: 1410.6230005\ttotal: 178ms\tremaining: 562ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "48:\tlearn: 1405.3370068\ttotal: 185ms\tremaining: 570ms\n",
      "49:\tlearn: 1400.4159761\ttotal: 190ms\tremaining: 569ms\n",
      "50:\tlearn: 1395.7494386\ttotal: 194ms\tremaining: 566ms\n",
      "51:\tlearn: 1390.8618424\ttotal: 198ms\tremaining: 563ms\n",
      "52:\tlearn: 1386.0896034\ttotal: 202ms\tremaining: 560ms\n",
      "53:\tlearn: 1381.1050725\ttotal: 208ms\tremaining: 561ms\n",
      "54:\tlearn: 1376.3322817\ttotal: 211ms\tremaining: 557ms\n",
      "55:\tlearn: 1371.6581096\ttotal: 218ms\tremaining: 561ms\n",
      "56:\tlearn: 1367.2580051\ttotal: 222ms\tremaining: 558ms\n",
      "57:\tlearn: 1362.7542408\ttotal: 225ms\tremaining: 552ms\n",
      "58:\tlearn: 1358.0911961\ttotal: 229ms\tremaining: 546ms\n",
      "59:\tlearn: 1353.8249952\ttotal: 232ms\tremaining: 540ms\n",
      "60:\tlearn: 1349.3298853\ttotal: 235ms\tremaining: 536ms\n",
      "61:\tlearn: 1345.0001292\ttotal: 238ms\tremaining: 530ms\n",
      "62:\tlearn: 1340.5843793\ttotal: 241ms\tremaining: 525ms\n",
      "63:\tlearn: 1336.5221748\ttotal: 244ms\tremaining: 519ms\n",
      "64:\tlearn: 1332.0428710\ttotal: 247ms\tremaining: 513ms\n",
      "65:\tlearn: 1328.0734675\ttotal: 251ms\tremaining: 509ms\n",
      "66:\tlearn: 1324.0802070\ttotal: 254ms\tremaining: 503ms\n",
      "67:\tlearn: 1320.1734065\ttotal: 257ms\tremaining: 499ms\n",
      "68:\tlearn: 1316.2472472\ttotal: 260ms\tremaining: 494ms\n",
      "69:\tlearn: 1312.5096039\ttotal: 263ms\tremaining: 489ms\n",
      "70:\tlearn: 1308.6200620\ttotal: 266ms\tremaining: 484ms\n",
      "71:\tlearn: 1304.6787308\ttotal: 269ms\tremaining: 479ms\n",
      "72:\tlearn: 1301.6508526\ttotal: 272ms\tremaining: 474ms\n",
      "73:\tlearn: 1298.0120438\ttotal: 275ms\tremaining: 469ms\n",
      "74:\tlearn: 1294.8589163\ttotal: 279ms\tremaining: 465ms\n",
      "75:\tlearn: 1291.7187847\ttotal: 281ms\tremaining: 459ms\n",
      "76:\tlearn: 1287.9738874\ttotal: 284ms\tremaining: 454ms\n",
      "77:\tlearn: 1284.7474743\ttotal: 287ms\tremaining: 449ms\n",
      "78:\tlearn: 1281.2177546\ttotal: 290ms\tremaining: 445ms\n",
      "79:\tlearn: 1277.7475676\ttotal: 294ms\tremaining: 440ms\n",
      "80:\tlearn: 1274.4264835\ttotal: 297ms\tremaining: 436ms\n",
      "81:\tlearn: 1270.9761863\ttotal: 300ms\tremaining: 431ms\n",
      "82:\tlearn: 1267.5709021\ttotal: 303ms\tremaining: 427ms\n",
      "83:\tlearn: 1264.3743618\ttotal: 306ms\tremaining: 422ms\n",
      "84:\tlearn: 1261.2357293\ttotal: 309ms\tremaining: 418ms\n",
      "85:\tlearn: 1258.1159999\ttotal: 312ms\tremaining: 413ms\n",
      "86:\tlearn: 1255.0707325\ttotal: 315ms\tremaining: 409ms\n",
      "87:\tlearn: 1252.2625088\ttotal: 318ms\tremaining: 405ms\n",
      "88:\tlearn: 1249.2463265\ttotal: 321ms\tremaining: 400ms\n",
      "89:\tlearn: 1246.5733558\ttotal: 324ms\tremaining: 397ms\n",
      "90:\tlearn: 1244.2306044\ttotal: 327ms\tremaining: 392ms\n",
      "91:\tlearn: 1241.8505408\ttotal: 330ms\tremaining: 387ms\n",
      "92:\tlearn: 1239.0045373\ttotal: 333ms\tremaining: 383ms\n",
      "93:\tlearn: 1236.3937344\ttotal: 336ms\tremaining: 379ms\n",
      "94:\tlearn: 1233.6334736\ttotal: 340ms\tremaining: 375ms\n",
      "95:\tlearn: 1230.8649620\ttotal: 343ms\tremaining: 371ms\n",
      "96:\tlearn: 1228.5364002\ttotal: 346ms\tremaining: 367ms\n",
      "97:\tlearn: 1226.0309422\ttotal: 350ms\tremaining: 365ms\n",
      "98:\tlearn: 1223.5145315\ttotal: 355ms\tremaining: 362ms\n",
      "99:\tlearn: 1221.0099467\ttotal: 359ms\tremaining: 359ms\n",
      "100:\tlearn: 1218.5188827\ttotal: 364ms\tremaining: 356ms\n",
      "101:\tlearn: 1215.9346390\ttotal: 368ms\tremaining: 354ms\n",
      "102:\tlearn: 1213.4803541\ttotal: 374ms\tremaining: 352ms\n",
      "103:\tlearn: 1211.0837503\ttotal: 377ms\tremaining: 348ms\n",
      "104:\tlearn: 1208.7250503\ttotal: 380ms\tremaining: 344ms\n",
      "105:\tlearn: 1206.5993957\ttotal: 382ms\tremaining: 339ms\n",
      "106:\tlearn: 1204.1366548\ttotal: 385ms\tremaining: 335ms\n",
      "107:\tlearn: 1202.0454735\ttotal: 388ms\tremaining: 331ms\n",
      "108:\tlearn: 1199.9883777\ttotal: 391ms\tremaining: 326ms\n",
      "109:\tlearn: 1197.7352483\ttotal: 394ms\tremaining: 322ms\n",
      "110:\tlearn: 1196.1029768\ttotal: 396ms\tremaining: 317ms\n",
      "111:\tlearn: 1193.8909910\ttotal: 399ms\tremaining: 313ms\n",
      "112:\tlearn: 1191.9064996\ttotal: 402ms\tremaining: 309ms\n",
      "113:\tlearn: 1189.7467323\ttotal: 405ms\tremaining: 305ms\n",
      "114:\tlearn: 1187.8703094\ttotal: 408ms\tremaining: 302ms\n",
      "115:\tlearn: 1186.0458144\ttotal: 412ms\tremaining: 298ms\n",
      "116:\tlearn: 1184.0320122\ttotal: 415ms\tremaining: 294ms\n",
      "117:\tlearn: 1182.0393097\ttotal: 418ms\tremaining: 290ms\n",
      "118:\tlearn: 1179.8701980\ttotal: 421ms\tremaining: 287ms\n",
      "119:\tlearn: 1177.8476790\ttotal: 424ms\tremaining: 283ms\n",
      "120:\tlearn: 1176.3302506\ttotal: 427ms\tremaining: 279ms\n",
      "121:\tlearn: 1174.5820406\ttotal: 430ms\tremaining: 275ms\n",
      "122:\tlearn: 1172.6464849\ttotal: 434ms\tremaining: 271ms\n",
      "123:\tlearn: 1170.8479408\ttotal: 437ms\tremaining: 268ms\n",
      "124:\tlearn: 1169.1917733\ttotal: 440ms\tremaining: 264ms\n",
      "125:\tlearn: 1167.6225549\ttotal: 443ms\tremaining: 260ms\n",
      "126:\tlearn: 1165.8381796\ttotal: 446ms\tremaining: 256ms\n",
      "127:\tlearn: 1164.1745112\ttotal: 449ms\tremaining: 253ms\n",
      "128:\tlearn: 1162.4095749\ttotal: 452ms\tremaining: 249ms\n",
      "129:\tlearn: 1160.7748621\ttotal: 455ms\tremaining: 245ms\n",
      "130:\tlearn: 1159.1186250\ttotal: 458ms\tremaining: 241ms\n",
      "131:\tlearn: 1157.3801635\ttotal: 461ms\tremaining: 238ms\n",
      "132:\tlearn: 1155.7995272\ttotal: 464ms\tremaining: 234ms\n",
      "133:\tlearn: 1153.9990352\ttotal: 467ms\tremaining: 230ms\n",
      "134:\tlearn: 1152.5218502\ttotal: 471ms\tremaining: 227ms\n",
      "135:\tlearn: 1151.2370096\ttotal: 473ms\tremaining: 223ms\n",
      "136:\tlearn: 1149.7341319\ttotal: 476ms\tremaining: 219ms\n",
      "137:\tlearn: 1148.5082963\ttotal: 479ms\tremaining: 215ms\n",
      "138:\tlearn: 1146.8050475\ttotal: 482ms\tremaining: 212ms\n",
      "139:\tlearn: 1145.5950457\ttotal: 486ms\tremaining: 208ms\n",
      "140:\tlearn: 1144.2779218\ttotal: 489ms\tremaining: 205ms\n",
      "141:\tlearn: 1143.0222606\ttotal: 492ms\tremaining: 201ms\n",
      "142:\tlearn: 1141.5528592\ttotal: 495ms\tremaining: 197ms\n",
      "143:\tlearn: 1140.0154836\ttotal: 498ms\tremaining: 194ms\n",
      "144:\tlearn: 1138.7542917\ttotal: 522ms\tremaining: 198ms\n",
      "145:\tlearn: 1137.5545879\ttotal: 526ms\tremaining: 195ms\n",
      "146:\tlearn: 1136.6557087\ttotal: 529ms\tremaining: 191ms\n",
      "147:\tlearn: 1135.6039626\ttotal: 533ms\tremaining: 187ms\n",
      "148:\tlearn: 1134.0553716\ttotal: 537ms\tremaining: 184ms\n",
      "149:\tlearn: 1132.6357702\ttotal: 542ms\tremaining: 181ms\n",
      "150:\tlearn: 1131.5539481\ttotal: 547ms\tremaining: 177ms\n",
      "151:\tlearn: 1130.2476425\ttotal: 554ms\tremaining: 175ms\n",
      "152:\tlearn: 1128.8122725\ttotal: 557ms\tremaining: 171ms\n",
      "153:\tlearn: 1127.8426994\ttotal: 561ms\tremaining: 168ms\n",
      "154:\tlearn: 1126.5792385\ttotal: 564ms\tremaining: 164ms\n",
      "155:\tlearn: 1125.4388739\ttotal: 567ms\tremaining: 160ms\n",
      "156:\tlearn: 1124.2511529\ttotal: 570ms\tremaining: 156ms\n",
      "157:\tlearn: 1123.1847572\ttotal: 574ms\tremaining: 153ms\n",
      "158:\tlearn: 1122.1692641\ttotal: 577ms\tremaining: 149ms\n",
      "159:\tlearn: 1120.9606796\ttotal: 580ms\tremaining: 145ms\n",
      "160:\tlearn: 1119.7892147\ttotal: 583ms\tremaining: 141ms\n",
      "161:\tlearn: 1118.8116721\ttotal: 586ms\tremaining: 137ms\n",
      "162:\tlearn: 1117.7088902\ttotal: 590ms\tremaining: 134ms\n",
      "163:\tlearn: 1116.6328871\ttotal: 593ms\tremaining: 130ms\n",
      "164:\tlearn: 1115.5189985\ttotal: 596ms\tremaining: 126ms\n",
      "165:\tlearn: 1114.4207795\ttotal: 599ms\tremaining: 123ms\n",
      "166:\tlearn: 1113.5692067\ttotal: 602ms\tremaining: 119ms\n",
      "167:\tlearn: 1112.5588552\ttotal: 605ms\tremaining: 115ms\n",
      "168:\tlearn: 1111.6616489\ttotal: 608ms\tremaining: 112ms\n",
      "169:\tlearn: 1110.6763629\ttotal: 611ms\tremaining: 108ms\n",
      "170:\tlearn: 1109.7258880\ttotal: 614ms\tremaining: 104ms\n",
      "171:\tlearn: 1108.8519196\ttotal: 619ms\tremaining: 101ms\n",
      "172:\tlearn: 1107.8622334\ttotal: 622ms\tremaining: 97ms\n",
      "173:\tlearn: 1106.9814774\ttotal: 625ms\tremaining: 93.4ms\n",
      "174:\tlearn: 1106.0018337\ttotal: 628ms\tremaining: 89.7ms\n",
      "175:\tlearn: 1104.7388990\ttotal: 631ms\tremaining: 86.1ms\n",
      "176:\tlearn: 1104.0427866\ttotal: 635ms\tremaining: 82.5ms\n",
      "177:\tlearn: 1103.2079976\ttotal: 638ms\tremaining: 78.8ms\n",
      "178:\tlearn: 1102.1930331\ttotal: 641ms\tremaining: 75.2ms\n",
      "179:\tlearn: 1101.2321685\ttotal: 644ms\tremaining: 71.5ms\n",
      "180:\tlearn: 1100.2346889\ttotal: 647ms\tremaining: 67.9ms\n",
      "181:\tlearn: 1099.4917317\ttotal: 650ms\tremaining: 64.3ms\n",
      "182:\tlearn: 1098.7281443\ttotal: 653ms\tremaining: 60.7ms\n",
      "183:\tlearn: 1097.9767820\ttotal: 656ms\tremaining: 57.1ms\n",
      "184:\tlearn: 1096.8353628\ttotal: 659ms\tremaining: 53.5ms\n",
      "185:\tlearn: 1096.2505774\ttotal: 663ms\tremaining: 49.9ms\n",
      "186:\tlearn: 1095.6001969\ttotal: 666ms\tremaining: 46.3ms\n",
      "187:\tlearn: 1094.9689344\ttotal: 669ms\tremaining: 42.7ms\n",
      "188:\tlearn: 1094.0152756\ttotal: 672ms\tremaining: 39.1ms\n",
      "189:\tlearn: 1093.3546800\ttotal: 675ms\tremaining: 35.5ms\n",
      "190:\tlearn: 1092.5590824\ttotal: 679ms\tremaining: 32ms\n",
      "191:\tlearn: 1091.6425415\ttotal: 684ms\tremaining: 28.5ms\n",
      "192:\tlearn: 1091.0126017\ttotal: 688ms\tremaining: 25ms\n",
      "193:\tlearn: 1090.2818423\ttotal: 693ms\tremaining: 21.4ms\n",
      "194:\tlearn: 1089.5536802\ttotal: 697ms\tremaining: 17.9ms\n",
      "195:\tlearn: 1088.8913215\ttotal: 705ms\tremaining: 14.4ms\n",
      "196:\tlearn: 1088.0509053\ttotal: 710ms\tremaining: 10.8ms\n",
      "197:\tlearn: 1087.5045372\ttotal: 714ms\tremaining: 7.21ms\n",
      "198:\tlearn: 1086.7691647\ttotal: 717ms\tremaining: 3.6ms\n",
      "199:\tlearn: 1085.7137092\ttotal: 720ms\tremaining: 0us\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:\tlearn: 1718.4161636\ttotal: 2.99ms\tremaining: 596ms\n",
      "1:\tlearn: 1709.0603933\ttotal: 6.53ms\tremaining: 647ms\n",
      "2:\tlearn: 1699.7568359\ttotal: 10.6ms\tremaining: 698ms\n",
      "3:\tlearn: 1690.5233350\ttotal: 14ms\tremaining: 686ms\n",
      "4:\tlearn: 1681.9257711\ttotal: 17.5ms\tremaining: 684ms\n",
      "5:\tlearn: 1672.5465295\ttotal: 20.9ms\tremaining: 676ms\n",
      "6:\tlearn: 1663.7402364\ttotal: 24.5ms\tremaining: 674ms\n",
      "7:\tlearn: 1655.6734339\ttotal: 27.7ms\tremaining: 664ms\n",
      "8:\tlearn: 1646.7890686\ttotal: 31.4ms\tremaining: 666ms\n",
      "9:\tlearn: 1638.2533624\ttotal: 34.7ms\tremaining: 660ms\n",
      "10:\tlearn: 1629.9394153\ttotal: 38.1ms\tremaining: 655ms\n",
      "11:\tlearn: 1621.5323434\ttotal: 42.1ms\tremaining: 659ms\n",
      "12:\tlearn: 1613.5638656\ttotal: 45.5ms\tremaining: 655ms\n",
      "13:\tlearn: 1605.2258906\ttotal: 48.9ms\tremaining: 649ms\n",
      "14:\tlearn: 1598.3222733\ttotal: 51ms\tremaining: 629ms\n",
      "15:\tlearn: 1590.6134048\ttotal: 54.3ms\tremaining: 625ms\n",
      "16:\tlearn: 1582.5411023\ttotal: 58ms\tremaining: 624ms\n",
      "17:\tlearn: 1574.6201223\ttotal: 62.8ms\tremaining: 635ms\n",
      "18:\tlearn: 1567.4518676\ttotal: 65.9ms\tremaining: 628ms\n",
      "19:\tlearn: 1560.3477857\ttotal: 69ms\tremaining: 621ms\n",
      "20:\tlearn: 1553.1266789\ttotal: 72.1ms\tremaining: 615ms\n",
      "21:\tlearn: 1545.7525728\ttotal: 75.1ms\tremaining: 608ms\n",
      "22:\tlearn: 1539.0152549\ttotal: 78.1ms\tremaining: 601ms\n",
      "23:\tlearn: 1532.2400880\ttotal: 81.3ms\tremaining: 596ms\n",
      "24:\tlearn: 1525.2348629\ttotal: 84.3ms\tremaining: 590ms\n",
      "25:\tlearn: 1518.3113478\ttotal: 87.7ms\tremaining: 587ms\n",
      "26:\tlearn: 1511.5688039\ttotal: 90.8ms\tremaining: 582ms\n",
      "27:\tlearn: 1504.4990324\ttotal: 94.1ms\tremaining: 578ms\n",
      "28:\tlearn: 1497.4098620\ttotal: 97.1ms\tremaining: 573ms\n",
      "29:\tlearn: 1490.9234108\ttotal: 101ms\tremaining: 571ms\n",
      "30:\tlearn: 1484.0509004\ttotal: 104ms\tremaining: 566ms\n",
      "31:\tlearn: 1477.8570426\ttotal: 107ms\tremaining: 562ms\n",
      "32:\tlearn: 1472.0752657\ttotal: 110ms\tremaining: 557ms\n",
      "33:\tlearn: 1465.5416221\ttotal: 113ms\tremaining: 553ms\n",
      "34:\tlearn: 1459.0708197\ttotal: 117ms\tremaining: 551ms\n",
      "35:\tlearn: 1453.1333018\ttotal: 120ms\tremaining: 546ms\n",
      "36:\tlearn: 1446.9994821\ttotal: 123ms\tremaining: 542ms\n",
      "37:\tlearn: 1440.9885932\ttotal: 126ms\tremaining: 538ms\n",
      "38:\tlearn: 1435.2595882\ttotal: 129ms\tremaining: 534ms\n",
      "39:\tlearn: 1429.3476146\ttotal: 133ms\tremaining: 530ms\n",
      "40:\tlearn: 1423.3897789\ttotal: 136ms\tremaining: 527ms\n",
      "41:\tlearn: 1417.4423394\ttotal: 140ms\tremaining: 528ms\n",
      "42:\tlearn: 1411.9857648\ttotal: 144ms\tremaining: 525ms\n",
      "43:\tlearn: 1406.5991334\ttotal: 148ms\tremaining: 524ms\n",
      "44:\tlearn: 1401.0797994\ttotal: 151ms\tremaining: 520ms\n",
      "45:\tlearn: 1396.0785012\ttotal: 154ms\tremaining: 516ms\n",
      "46:\tlearn: 1390.5496011\ttotal: 157ms\tremaining: 512ms\n",
      "47:\tlearn: 1385.5064054\ttotal: 161ms\tremaining: 509ms\n",
      "48:\tlearn: 1380.3710128\ttotal: 164ms\tremaining: 505ms\n",
      "49:\tlearn: 1375.5399207\ttotal: 169ms\tremaining: 507ms\n",
      "50:\tlearn: 1370.9763087\ttotal: 174ms\tremaining: 507ms\n",
      "51:\tlearn: 1366.1985042\ttotal: 178ms\tremaining: 506ms\n",
      "52:\tlearn: 1361.5940676\ttotal: 183ms\tremaining: 506ms\n",
      "53:\tlearn: 1356.7448087\ttotal: 198ms\tremaining: 535ms\n",
      "54:\tlearn: 1352.1093009\ttotal: 201ms\tremaining: 530ms\n",
      "55:\tlearn: 1347.4925790\ttotal: 205ms\tremaining: 527ms\n",
      "56:\tlearn: 1343.1964405\ttotal: 208ms\tremaining: 522ms\n",
      "57:\tlearn: 1338.5549456\ttotal: 211ms\tremaining: 517ms\n",
      "58:\tlearn: 1333.9942113\ttotal: 214ms\tremaining: 512ms\n",
      "59:\tlearn: 1329.5843116\ttotal: 217ms\tremaining: 507ms\n",
      "60:\tlearn: 1325.3779754\ttotal: 221ms\tremaining: 504ms\n",
      "61:\tlearn: 1321.2441667\ttotal: 224ms\tremaining: 499ms\n",
      "62:\tlearn: 1317.3100032\ttotal: 228ms\tremaining: 496ms\n",
      "63:\tlearn: 1312.9819124\ttotal: 231ms\tremaining: 491ms\n",
      "64:\tlearn: 1309.1088079\ttotal: 234ms\tremaining: 486ms\n",
      "65:\tlearn: 1305.3427358\ttotal: 237ms\tremaining: 481ms\n",
      "66:\tlearn: 1301.3815173\ttotal: 240ms\tremaining: 476ms\n",
      "67:\tlearn: 1297.9111868\ttotal: 243ms\tremaining: 472ms\n",
      "68:\tlearn: 1294.1314235\ttotal: 246ms\tremaining: 467ms\n",
      "69:\tlearn: 1290.1490666\ttotal: 250ms\tremaining: 463ms\n",
      "70:\tlearn: 1286.2686306\ttotal: 253ms\tremaining: 459ms\n",
      "71:\tlearn: 1282.5802655\ttotal: 256ms\tremaining: 455ms\n",
      "72:\tlearn: 1278.6918844\ttotal: 259ms\tremaining: 450ms\n",
      "73:\tlearn: 1275.4503331\ttotal: 262ms\tremaining: 446ms\n",
      "74:\tlearn: 1272.2291438\ttotal: 265ms\tremaining: 442ms\n",
      "75:\tlearn: 1268.9052377\ttotal: 268ms\tremaining: 438ms\n",
      "76:\tlearn: 1265.1857358\ttotal: 271ms\tremaining: 433ms\n",
      "77:\tlearn: 1262.1138597\ttotal: 274ms\tremaining: 429ms\n",
      "78:\tlearn: 1258.7347538\ttotal: 278ms\tremaining: 425ms\n",
      "79:\tlearn: 1255.2690193\ttotal: 281ms\tremaining: 421ms\n",
      "80:\tlearn: 1252.0889972\ttotal: 284ms\tremaining: 417ms\n",
      "81:\tlearn: 1248.7518193\ttotal: 287ms\tremaining: 413ms\n",
      "82:\tlearn: 1245.3454704\ttotal: 290ms\tremaining: 408ms\n",
      "83:\tlearn: 1242.1514883\ttotal: 293ms\tremaining: 405ms\n",
      "84:\tlearn: 1239.2805187\ttotal: 296ms\tremaining: 401ms\n",
      "85:\tlearn: 1236.1778983\ttotal: 299ms\tremaining: 397ms\n",
      "86:\tlearn: 1233.1160809\ttotal: 302ms\tremaining: 393ms\n",
      "87:\tlearn: 1230.3010257\ttotal: 305ms\tremaining: 389ms\n",
      "88:\tlearn: 1227.3079041\ttotal: 309ms\tremaining: 385ms\n",
      "89:\tlearn: 1224.3830877\ttotal: 312ms\tremaining: 381ms\n",
      "90:\tlearn: 1222.1250229\ttotal: 314ms\tremaining: 377ms\n",
      "91:\tlearn: 1219.6092109\ttotal: 317ms\tremaining: 373ms\n",
      "92:\tlearn: 1216.8822604\ttotal: 320ms\tremaining: 369ms\n",
      "93:\tlearn: 1214.3367362\ttotal: 324ms\tremaining: 365ms\n",
      "94:\tlearn: 1211.9446082\ttotal: 327ms\tremaining: 361ms\n",
      "95:\tlearn: 1209.6632057\ttotal: 329ms\tremaining: 357ms\n",
      "96:\tlearn: 1207.1574760\ttotal: 335ms\tremaining: 356ms\n",
      "97:\tlearn: 1204.5345274\ttotal: 340ms\tremaining: 354ms\n",
      "98:\tlearn: 1201.8405086\ttotal: 344ms\tremaining: 351ms\n",
      "99:\tlearn: 1199.9747396\ttotal: 347ms\tremaining: 347ms\n",
      "100:\tlearn: 1197.7695771\ttotal: 351ms\tremaining: 344ms\n",
      "101:\tlearn: 1195.4990036\ttotal: 355ms\tremaining: 341ms\n",
      "102:\tlearn: 1193.1358550\ttotal: 360ms\tremaining: 339ms\n",
      "103:\tlearn: 1190.8943440\ttotal: 363ms\tremaining: 335ms\n",
      "104:\tlearn: 1188.5246236\ttotal: 368ms\tremaining: 333ms\n",
      "105:\tlearn: 1186.1983225\ttotal: 371ms\tremaining: 329ms\n",
      "106:\tlearn: 1184.1529770\ttotal: 374ms\tremaining: 325ms\n",
      "107:\tlearn: 1181.9151316\ttotal: 377ms\tremaining: 321ms\n",
      "108:\tlearn: 1179.9039893\ttotal: 380ms\tremaining: 317ms\n",
      "109:\tlearn: 1177.9485701\ttotal: 383ms\tremaining: 314ms\n",
      "110:\tlearn: 1176.3466898\ttotal: 386ms\tremaining: 310ms\n",
      "111:\tlearn: 1174.3561747\ttotal: 389ms\tremaining: 306ms\n",
      "112:\tlearn: 1172.2284773\ttotal: 393ms\tremaining: 303ms\n",
      "113:\tlearn: 1170.1633943\ttotal: 396ms\tremaining: 299ms\n",
      "114:\tlearn: 1168.1010047\ttotal: 399ms\tremaining: 295ms\n",
      "115:\tlearn: 1165.9933871\ttotal: 403ms\tremaining: 291ms\n",
      "116:\tlearn: 1164.0164470\ttotal: 406ms\tremaining: 288ms\n",
      "117:\tlearn: 1162.0199991\ttotal: 408ms\tremaining: 284ms\n",
      "118:\tlearn: 1160.0190220\ttotal: 412ms\tremaining: 280ms\n",
      "119:\tlearn: 1158.0709132\ttotal: 415ms\tremaining: 277ms\n",
      "120:\tlearn: 1156.4725302\ttotal: 418ms\tremaining: 273ms\n",
      "121:\tlearn: 1154.8783688\ttotal: 421ms\tremaining: 269ms\n",
      "122:\tlearn: 1153.2627117\ttotal: 424ms\tremaining: 265ms\n",
      "123:\tlearn: 1151.4580571\ttotal: 428ms\tremaining: 262ms\n",
      "124:\tlearn: 1149.7547032\ttotal: 431ms\tremaining: 259ms\n",
      "125:\tlearn: 1148.0087569\ttotal: 434ms\tremaining: 255ms\n",
      "126:\tlearn: 1146.1625787\ttotal: 437ms\tremaining: 251ms\n",
      "127:\tlearn: 1144.5429882\ttotal: 440ms\tremaining: 248ms\n",
      "128:\tlearn: 1142.8629093\ttotal: 444ms\tremaining: 244ms\n",
      "129:\tlearn: 1141.3374448\ttotal: 447ms\tremaining: 241ms\n",
      "130:\tlearn: 1139.6736712\ttotal: 450ms\tremaining: 237ms\n",
      "131:\tlearn: 1137.8587509\ttotal: 453ms\tremaining: 233ms\n",
      "132:\tlearn: 1136.1995355\ttotal: 456ms\tremaining: 230ms\n",
      "133:\tlearn: 1134.7533372\ttotal: 459ms\tremaining: 226ms\n",
      "134:\tlearn: 1133.1060292\ttotal: 462ms\tremaining: 222ms\n",
      "135:\tlearn: 1131.6041927\ttotal: 465ms\tremaining: 219ms\n",
      "136:\tlearn: 1130.1571448\ttotal: 468ms\tremaining: 215ms\n",
      "137:\tlearn: 1128.7149458\ttotal: 471ms\tremaining: 212ms\n",
      "138:\tlearn: 1127.4831579\ttotal: 474ms\tremaining: 208ms\n",
      "139:\tlearn: 1126.0863245\ttotal: 477ms\tremaining: 205ms\n",
      "140:\tlearn: 1124.5831602\ttotal: 480ms\tremaining: 201ms\n",
      "141:\tlearn: 1123.3853585\ttotal: 483ms\tremaining: 197ms\n",
      "142:\tlearn: 1121.9764982\ttotal: 487ms\tremaining: 194ms\n",
      "143:\tlearn: 1120.7342619\ttotal: 490ms\tremaining: 191ms\n",
      "144:\tlearn: 1119.5801900\ttotal: 493ms\tremaining: 187ms\n",
      "145:\tlearn: 1118.3433931\ttotal: 496ms\tremaining: 184ms\n",
      "146:\tlearn: 1116.9488055\ttotal: 502ms\tremaining: 181ms\n",
      "147:\tlearn: 1115.6661007\ttotal: 506ms\tremaining: 178ms\n",
      "148:\tlearn: 1114.3653818\ttotal: 510ms\tremaining: 175ms\n",
      "149:\tlearn: 1113.2285274\ttotal: 515ms\tremaining: 172ms\n",
      "150:\tlearn: 1111.9804640\ttotal: 521ms\tremaining: 169ms\n",
      "151:\tlearn: 1111.0073100\ttotal: 524ms\tremaining: 166ms\n",
      "152:\tlearn: 1110.0045437\ttotal: 529ms\tremaining: 162ms\n",
      "153:\tlearn: 1108.6280447\ttotal: 533ms\tremaining: 159ms\n",
      "154:\tlearn: 1107.5323467\ttotal: 536ms\tremaining: 156ms\n",
      "155:\tlearn: 1106.3965698\ttotal: 539ms\tremaining: 152ms\n",
      "156:\tlearn: 1105.2284985\ttotal: 542ms\tremaining: 149ms\n",
      "157:\tlearn: 1104.5555952\ttotal: 546ms\tremaining: 145ms\n",
      "158:\tlearn: 1103.3726903\ttotal: 548ms\tremaining: 141ms\n",
      "159:\tlearn: 1102.4403083\ttotal: 552ms\tremaining: 138ms\n",
      "160:\tlearn: 1101.4748430\ttotal: 555ms\tremaining: 134ms\n",
      "161:\tlearn: 1100.4583286\ttotal: 558ms\tremaining: 131ms\n",
      "162:\tlearn: 1099.3194014\ttotal: 562ms\tremaining: 127ms\n",
      "163:\tlearn: 1098.4161691\ttotal: 565ms\tremaining: 124ms\n",
      "164:\tlearn: 1097.1984188\ttotal: 568ms\tremaining: 120ms\n",
      "165:\tlearn: 1096.2925619\ttotal: 571ms\tremaining: 117ms\n",
      "166:\tlearn: 1095.1485860\ttotal: 574ms\tremaining: 113ms\n",
      "167:\tlearn: 1094.0817482\ttotal: 577ms\tremaining: 110ms\n",
      "168:\tlearn: 1093.2228947\ttotal: 580ms\tremaining: 106ms\n",
      "169:\tlearn: 1092.4288052\ttotal: 583ms\tremaining: 103ms\n",
      "170:\tlearn: 1091.3983120\ttotal: 586ms\tremaining: 99.4ms\n",
      "171:\tlearn: 1090.3100102\ttotal: 590ms\tremaining: 96ms\n",
      "172:\tlearn: 1089.2263498\ttotal: 593ms\tremaining: 92.5ms\n",
      "173:\tlearn: 1088.2779731\ttotal: 596ms\tremaining: 89ms\n",
      "174:\tlearn: 1087.1954723\ttotal: 599ms\tremaining: 85.6ms\n",
      "175:\tlearn: 1086.3178302\ttotal: 602ms\tremaining: 82.1ms\n",
      "176:\tlearn: 1085.3423115\ttotal: 606ms\tremaining: 78.7ms\n",
      "177:\tlearn: 1084.6020784\ttotal: 609ms\tremaining: 75.2ms\n",
      "178:\tlearn: 1083.7500251\ttotal: 612ms\tremaining: 71.8ms\n",
      "179:\tlearn: 1083.0827140\ttotal: 614ms\tremaining: 68.2ms\n",
      "180:\tlearn: 1082.2062733\ttotal: 617ms\tremaining: 64.8ms\n",
      "181:\tlearn: 1081.6377825\ttotal: 619ms\tremaining: 61.2ms\n",
      "182:\tlearn: 1080.8739119\ttotal: 622ms\tremaining: 57.8ms\n",
      "183:\tlearn: 1080.0691296\ttotal: 625ms\tremaining: 54.4ms\n",
      "184:\tlearn: 1079.2707087\ttotal: 628ms\tremaining: 50.9ms\n",
      "185:\tlearn: 1078.4604568\ttotal: 631ms\tremaining: 47.5ms\n",
      "186:\tlearn: 1077.6666537\ttotal: 635ms\tremaining: 44.1ms\n",
      "187:\tlearn: 1077.0458916\ttotal: 638ms\tremaining: 40.7ms\n",
      "188:\tlearn: 1076.2324312\ttotal: 643ms\tremaining: 37.4ms\n",
      "189:\tlearn: 1075.3256018\ttotal: 646ms\tremaining: 34ms\n",
      "190:\tlearn: 1074.6537566\ttotal: 650ms\tremaining: 30.6ms\n",
      "191:\tlearn: 1073.8178010\ttotal: 653ms\tremaining: 27.2ms\n",
      "192:\tlearn: 1073.0654258\ttotal: 656ms\tremaining: 23.8ms\n",
      "193:\tlearn: 1072.4745132\ttotal: 659ms\tremaining: 20.4ms\n",
      "194:\tlearn: 1071.5148278\ttotal: 663ms\tremaining: 17ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "195:\tlearn: 1070.9078742\ttotal: 667ms\tremaining: 13.6ms\n",
      "196:\tlearn: 1070.0084376\ttotal: 671ms\tremaining: 10.2ms\n",
      "197:\tlearn: 1069.2717430\ttotal: 675ms\tremaining: 6.82ms\n",
      "198:\tlearn: 1068.4904424\ttotal: 680ms\tremaining: 3.42ms\n",
      "199:\tlearn: 1067.8280073\ttotal: 684ms\tremaining: 0us\n",
      "0:\tlearn: 1718.2214193\ttotal: 3.13ms\tremaining: 623ms\n",
      "1:\tlearn: 1708.7318315\ttotal: 6.68ms\tremaining: 661ms\n",
      "2:\tlearn: 1699.5915151\ttotal: 10.3ms\tremaining: 677ms\n",
      "3:\tlearn: 1690.1200865\ttotal: 13.5ms\tremaining: 661ms\n",
      "4:\tlearn: 1681.2834697\ttotal: 16.9ms\tremaining: 658ms\n",
      "5:\tlearn: 1671.9022182\ttotal: 20.2ms\tremaining: 654ms\n",
      "6:\tlearn: 1663.1588060\ttotal: 23.5ms\tremaining: 648ms\n",
      "7:\tlearn: 1655.1773041\ttotal: 27.3ms\tremaining: 655ms\n",
      "8:\tlearn: 1646.2405418\ttotal: 30.4ms\tremaining: 645ms\n",
      "9:\tlearn: 1637.9815886\ttotal: 33.1ms\tremaining: 628ms\n",
      "10:\tlearn: 1629.7688546\ttotal: 36.3ms\tremaining: 624ms\n",
      "11:\tlearn: 1621.9257970\ttotal: 39.7ms\tremaining: 622ms\n",
      "12:\tlearn: 1613.7078712\ttotal: 43.6ms\tremaining: 627ms\n",
      "13:\tlearn: 1605.1826263\ttotal: 46.9ms\tremaining: 624ms\n",
      "14:\tlearn: 1596.9895484\ttotal: 50.4ms\tremaining: 622ms\n",
      "15:\tlearn: 1589.1801375\ttotal: 53.8ms\tremaining: 618ms\n",
      "16:\tlearn: 1581.2697035\ttotal: 58.1ms\tremaining: 626ms\n",
      "17:\tlearn: 1573.4792316\ttotal: 61.5ms\tremaining: 622ms\n",
      "18:\tlearn: 1566.4070633\ttotal: 64.9ms\tremaining: 618ms\n",
      "19:\tlearn: 1559.2882522\ttotal: 68.4ms\tremaining: 616ms\n",
      "20:\tlearn: 1551.9933780\ttotal: 71.8ms\tremaining: 612ms\n",
      "21:\tlearn: 1544.6076196\ttotal: 75.1ms\tremaining: 607ms\n",
      "22:\tlearn: 1537.4042952\ttotal: 78.3ms\tremaining: 603ms\n",
      "23:\tlearn: 1530.4383409\ttotal: 80.9ms\tremaining: 593ms\n",
      "24:\tlearn: 1523.5604371\ttotal: 84.1ms\tremaining: 588ms\n",
      "25:\tlearn: 1516.5847695\ttotal: 87.8ms\tremaining: 588ms\n",
      "26:\tlearn: 1509.6832375\ttotal: 90.9ms\tremaining: 583ms\n",
      "27:\tlearn: 1502.8659087\ttotal: 94ms\tremaining: 577ms\n",
      "28:\tlearn: 1496.0371740\ttotal: 97.1ms\tremaining: 572ms\n",
      "29:\tlearn: 1489.1873155\ttotal: 100ms\tremaining: 568ms\n",
      "30:\tlearn: 1483.1040179\ttotal: 104ms\tremaining: 566ms\n",
      "31:\tlearn: 1476.5800445\ttotal: 107ms\tremaining: 561ms\n",
      "32:\tlearn: 1470.6391049\ttotal: 110ms\tremaining: 557ms\n",
      "33:\tlearn: 1464.3702731\ttotal: 113ms\tremaining: 552ms\n",
      "34:\tlearn: 1458.4778131\ttotal: 116ms\tremaining: 547ms\n",
      "35:\tlearn: 1452.2073360\ttotal: 119ms\tremaining: 543ms\n",
      "36:\tlearn: 1446.5844326\ttotal: 122ms\tremaining: 539ms\n",
      "37:\tlearn: 1441.7203307\ttotal: 125ms\tremaining: 535ms\n",
      "38:\tlearn: 1435.4791675\ttotal: 129ms\tremaining: 531ms\n",
      "39:\tlearn: 1429.9977633\ttotal: 132ms\tremaining: 529ms\n",
      "40:\tlearn: 1424.8481785\ttotal: 135ms\tremaining: 525ms\n",
      "41:\tlearn: 1419.2960157\ttotal: 138ms\tremaining: 521ms\n",
      "42:\tlearn: 1413.7566132\ttotal: 141ms\tremaining: 516ms\n",
      "43:\tlearn: 1408.1774629\ttotal: 145ms\tremaining: 513ms\n",
      "44:\tlearn: 1402.7810350\ttotal: 148ms\tremaining: 510ms\n",
      "45:\tlearn: 1397.4398545\ttotal: 151ms\tremaining: 506ms\n",
      "46:\tlearn: 1391.7819977\ttotal: 154ms\tremaining: 502ms\n",
      "47:\tlearn: 1387.3480943\ttotal: 157ms\tremaining: 496ms\n",
      "48:\tlearn: 1382.4548246\ttotal: 160ms\tremaining: 492ms\n",
      "49:\tlearn: 1377.3021704\ttotal: 163ms\tremaining: 489ms\n",
      "50:\tlearn: 1372.4008238\ttotal: 168ms\tremaining: 491ms\n",
      "51:\tlearn: 1367.6173908\ttotal: 172ms\tremaining: 490ms\n",
      "52:\tlearn: 1362.8714721\ttotal: 177ms\tremaining: 491ms\n",
      "53:\tlearn: 1358.0605925\ttotal: 181ms\tremaining: 490ms\n",
      "54:\tlearn: 1353.0972664\ttotal: 185ms\tremaining: 488ms\n",
      "55:\tlearn: 1348.9367251\ttotal: 189ms\tremaining: 486ms\n",
      "56:\tlearn: 1344.5734294\ttotal: 193ms\tremaining: 485ms\n",
      "57:\tlearn: 1339.9679732\ttotal: 197ms\tremaining: 481ms\n",
      "58:\tlearn: 1335.5008796\ttotal: 200ms\tremaining: 477ms\n",
      "59:\tlearn: 1331.1291201\ttotal: 203ms\tremaining: 473ms\n",
      "60:\tlearn: 1326.7835961\ttotal: 207ms\tremaining: 472ms\n",
      "61:\tlearn: 1322.4249765\ttotal: 210ms\tremaining: 467ms\n",
      "62:\tlearn: 1318.8724483\ttotal: 213ms\tremaining: 464ms\n",
      "63:\tlearn: 1314.5400035\ttotal: 216ms\tremaining: 460ms\n",
      "64:\tlearn: 1310.5126824\ttotal: 220ms\tremaining: 456ms\n",
      "65:\tlearn: 1306.6446499\ttotal: 223ms\tremaining: 452ms\n",
      "66:\tlearn: 1302.5073810\ttotal: 226ms\tremaining: 448ms\n",
      "67:\tlearn: 1298.8233652\ttotal: 229ms\tremaining: 444ms\n",
      "68:\tlearn: 1294.7339492\ttotal: 232ms\tremaining: 440ms\n",
      "69:\tlearn: 1291.1170260\ttotal: 235ms\tremaining: 437ms\n",
      "70:\tlearn: 1287.5074706\ttotal: 239ms\tremaining: 434ms\n",
      "71:\tlearn: 1283.5960107\ttotal: 242ms\tremaining: 430ms\n",
      "72:\tlearn: 1280.1190790\ttotal: 245ms\tremaining: 426ms\n",
      "73:\tlearn: 1276.7662874\ttotal: 248ms\tremaining: 422ms\n",
      "74:\tlearn: 1273.4360656\ttotal: 251ms\tremaining: 419ms\n",
      "75:\tlearn: 1269.8915269\ttotal: 254ms\tremaining: 415ms\n",
      "76:\tlearn: 1266.2682641\ttotal: 257ms\tremaining: 411ms\n",
      "77:\tlearn: 1262.9610652\ttotal: 261ms\tremaining: 407ms\n",
      "78:\tlearn: 1259.5779916\ttotal: 264ms\tremaining: 404ms\n",
      "79:\tlearn: 1256.8675623\ttotal: 266ms\tremaining: 399ms\n",
      "80:\tlearn: 1253.6813672\ttotal: 269ms\tremaining: 395ms\n",
      "81:\tlearn: 1250.4007675\ttotal: 272ms\tremaining: 391ms\n",
      "82:\tlearn: 1247.4476874\ttotal: 276ms\tremaining: 389ms\n",
      "83:\tlearn: 1244.5552460\ttotal: 281ms\tremaining: 387ms\n",
      "84:\tlearn: 1241.4680543\ttotal: 285ms\tremaining: 386ms\n",
      "85:\tlearn: 1238.3563459\ttotal: 290ms\tremaining: 384ms\n",
      "86:\tlearn: 1235.5396858\ttotal: 293ms\tremaining: 380ms\n",
      "87:\tlearn: 1232.3570458\ttotal: 296ms\tremaining: 377ms\n",
      "88:\tlearn: 1229.3745236\ttotal: 299ms\tremaining: 373ms\n",
      "89:\tlearn: 1226.3206087\ttotal: 303ms\tremaining: 370ms\n",
      "90:\tlearn: 1223.2589423\ttotal: 306ms\tremaining: 366ms\n",
      "91:\tlearn: 1220.2390720\ttotal: 309ms\tremaining: 363ms\n",
      "92:\tlearn: 1217.5101053\ttotal: 313ms\tremaining: 360ms\n",
      "93:\tlearn: 1214.8194221\ttotal: 316ms\tremaining: 356ms\n",
      "94:\tlearn: 1211.9724336\ttotal: 319ms\tremaining: 352ms\n",
      "95:\tlearn: 1209.2802673\ttotal: 322ms\tremaining: 349ms\n",
      "96:\tlearn: 1206.6356333\ttotal: 325ms\tremaining: 345ms\n",
      "97:\tlearn: 1204.0435817\ttotal: 328ms\tremaining: 342ms\n",
      "98:\tlearn: 1201.3073586\ttotal: 336ms\tremaining: 343ms\n",
      "99:\tlearn: 1199.0690545\ttotal: 340ms\tremaining: 340ms\n",
      "100:\tlearn: 1196.5165118\ttotal: 344ms\tremaining: 338ms\n",
      "101:\tlearn: 1193.9536971\ttotal: 349ms\tremaining: 335ms\n",
      "102:\tlearn: 1191.5433037\ttotal: 354ms\tremaining: 333ms\n",
      "103:\tlearn: 1189.5110956\ttotal: 359ms\tremaining: 331ms\n",
      "104:\tlearn: 1187.1369980\ttotal: 362ms\tremaining: 327ms\n",
      "105:\tlearn: 1184.9001439\ttotal: 365ms\tremaining: 323ms\n",
      "106:\tlearn: 1182.7801617\ttotal: 369ms\tremaining: 321ms\n",
      "107:\tlearn: 1180.3782904\ttotal: 372ms\tremaining: 317ms\n",
      "108:\tlearn: 1178.2588445\ttotal: 374ms\tremaining: 313ms\n",
      "109:\tlearn: 1176.4759185\ttotal: 377ms\tremaining: 309ms\n",
      "110:\tlearn: 1174.5208704\ttotal: 381ms\tremaining: 305ms\n",
      "111:\tlearn: 1172.9269899\ttotal: 383ms\tremaining: 301ms\n",
      "112:\tlearn: 1171.2487035\ttotal: 385ms\tremaining: 296ms\n",
      "113:\tlearn: 1169.2846576\ttotal: 388ms\tremaining: 293ms\n",
      "114:\tlearn: 1167.2448305\ttotal: 391ms\tremaining: 289ms\n",
      "115:\tlearn: 1165.4456799\ttotal: 394ms\tremaining: 285ms\n",
      "116:\tlearn: 1163.3449956\ttotal: 398ms\tremaining: 282ms\n",
      "117:\tlearn: 1161.5530199\ttotal: 401ms\tremaining: 278ms\n",
      "118:\tlearn: 1159.6459452\ttotal: 404ms\tremaining: 275ms\n",
      "119:\tlearn: 1157.9345794\ttotal: 407ms\tremaining: 271ms\n",
      "120:\tlearn: 1156.1293986\ttotal: 410ms\tremaining: 268ms\n",
      "121:\tlearn: 1154.2021434\ttotal: 413ms\tremaining: 264ms\n",
      "122:\tlearn: 1152.4731299\ttotal: 416ms\tremaining: 260ms\n",
      "123:\tlearn: 1150.5588170\ttotal: 419ms\tremaining: 257ms\n",
      "124:\tlearn: 1148.7534117\ttotal: 422ms\tremaining: 253ms\n",
      "125:\tlearn: 1146.9878016\ttotal: 426ms\tremaining: 250ms\n",
      "126:\tlearn: 1145.5022884\ttotal: 429ms\tremaining: 246ms\n",
      "127:\tlearn: 1143.8828974\ttotal: 432ms\tremaining: 243ms\n",
      "128:\tlearn: 1142.2465020\ttotal: 435ms\tremaining: 239ms\n",
      "129:\tlearn: 1140.7712569\ttotal: 438ms\tremaining: 236ms\n",
      "130:\tlearn: 1139.2211998\ttotal: 442ms\tremaining: 233ms\n",
      "131:\tlearn: 1137.5641102\ttotal: 445ms\tremaining: 229ms\n",
      "132:\tlearn: 1135.8921912\ttotal: 448ms\tremaining: 226ms\n",
      "133:\tlearn: 1134.2473661\ttotal: 451ms\tremaining: 222ms\n",
      "134:\tlearn: 1132.6390391\ttotal: 455ms\tremaining: 219ms\n",
      "135:\tlearn: 1131.1465319\ttotal: 458ms\tremaining: 215ms\n",
      "136:\tlearn: 1129.6893872\ttotal: 461ms\tremaining: 212ms\n",
      "137:\tlearn: 1128.4299056\ttotal: 464ms\tremaining: 208ms\n",
      "138:\tlearn: 1127.0145144\ttotal: 467ms\tremaining: 205ms\n",
      "139:\tlearn: 1125.6874384\ttotal: 470ms\tremaining: 202ms\n",
      "140:\tlearn: 1124.5808175\ttotal: 473ms\tremaining: 198ms\n",
      "141:\tlearn: 1123.1693982\ttotal: 476ms\tremaining: 195ms\n",
      "142:\tlearn: 1121.6715328\ttotal: 479ms\tremaining: 191ms\n",
      "143:\tlearn: 1120.4021261\ttotal: 483ms\tremaining: 188ms\n",
      "144:\tlearn: 1119.1986093\ttotal: 486ms\tremaining: 184ms\n",
      "145:\tlearn: 1118.2828959\ttotal: 488ms\tremaining: 180ms\n",
      "146:\tlearn: 1116.7638970\ttotal: 491ms\tremaining: 177ms\n",
      "147:\tlearn: 1115.3964196\ttotal: 494ms\tremaining: 174ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "148:\tlearn: 1114.0543924\ttotal: 499ms\tremaining: 171ms\n",
      "149:\tlearn: 1112.7795434\ttotal: 503ms\tremaining: 168ms\n",
      "150:\tlearn: 1111.5205357\ttotal: 507ms\tremaining: 165ms\n",
      "151:\tlearn: 1110.4087139\ttotal: 512ms\tremaining: 162ms\n",
      "152:\tlearn: 1109.1795498\ttotal: 520ms\tremaining: 160ms\n",
      "153:\tlearn: 1108.0283370\ttotal: 524ms\tremaining: 156ms\n",
      "154:\tlearn: 1106.8770376\ttotal: 529ms\tremaining: 154ms\n",
      "155:\tlearn: 1105.7453071\ttotal: 532ms\tremaining: 150ms\n",
      "156:\tlearn: 1104.6543636\ttotal: 535ms\tremaining: 147ms\n",
      "157:\tlearn: 1103.9642299\ttotal: 537ms\tremaining: 143ms\n",
      "158:\tlearn: 1102.7489512\ttotal: 540ms\tremaining: 139ms\n",
      "159:\tlearn: 1101.8308217\ttotal: 545ms\tremaining: 136ms\n",
      "160:\tlearn: 1100.7992913\ttotal: 548ms\tremaining: 133ms\n",
      "161:\tlearn: 1099.6561041\ttotal: 551ms\tremaining: 129ms\n",
      "162:\tlearn: 1098.5854767\ttotal: 554ms\tremaining: 126ms\n",
      "163:\tlearn: 1097.7616332\ttotal: 558ms\tremaining: 122ms\n",
      "164:\tlearn: 1096.7808269\ttotal: 561ms\tremaining: 119ms\n",
      "165:\tlearn: 1095.9238006\ttotal: 564ms\tremaining: 116ms\n",
      "166:\tlearn: 1094.9169901\ttotal: 567ms\tremaining: 112ms\n",
      "167:\tlearn: 1093.8723637\ttotal: 570ms\tremaining: 109ms\n",
      "168:\tlearn: 1092.7240869\ttotal: 574ms\tremaining: 105ms\n",
      "169:\tlearn: 1091.6938647\ttotal: 577ms\tremaining: 102ms\n",
      "170:\tlearn: 1090.8272713\ttotal: 580ms\tremaining: 98.3ms\n",
      "171:\tlearn: 1089.9150493\ttotal: 583ms\tremaining: 94.9ms\n",
      "172:\tlearn: 1088.9162083\ttotal: 586ms\tremaining: 91.4ms\n",
      "173:\tlearn: 1087.8255607\ttotal: 589ms\tremaining: 88ms\n",
      "174:\tlearn: 1086.7593371\ttotal: 592ms\tremaining: 84.6ms\n",
      "175:\tlearn: 1085.8507017\ttotal: 596ms\tremaining: 81.2ms\n",
      "176:\tlearn: 1084.8990776\ttotal: 599ms\tremaining: 77.8ms\n",
      "177:\tlearn: 1084.0906449\ttotal: 602ms\tremaining: 74.5ms\n",
      "178:\tlearn: 1083.4063487\ttotal: 605ms\tremaining: 71ms\n",
      "179:\tlearn: 1082.7120342\ttotal: 608ms\tremaining: 67.5ms\n",
      "180:\tlearn: 1081.8725799\ttotal: 611ms\tremaining: 64.1ms\n",
      "181:\tlearn: 1081.1104393\ttotal: 614ms\tremaining: 60.7ms\n",
      "182:\tlearn: 1080.4814841\ttotal: 617ms\tremaining: 57.4ms\n",
      "183:\tlearn: 1079.5704949\ttotal: 620ms\tremaining: 53.9ms\n",
      "184:\tlearn: 1078.9697786\ttotal: 624ms\tremaining: 50.6ms\n",
      "185:\tlearn: 1078.1229119\ttotal: 627ms\tremaining: 47.2ms\n",
      "186:\tlearn: 1077.1905768\ttotal: 630ms\tremaining: 43.8ms\n",
      "187:\tlearn: 1076.4039885\ttotal: 633ms\tremaining: 40.4ms\n",
      "188:\tlearn: 1075.5220074\ttotal: 636ms\tremaining: 37ms\n",
      "189:\tlearn: 1074.6484282\ttotal: 640ms\tremaining: 33.7ms\n",
      "190:\tlearn: 1073.9550501\ttotal: 643ms\tremaining: 30.3ms\n",
      "191:\tlearn: 1073.0857107\ttotal: 646ms\tremaining: 26.9ms\n",
      "192:\tlearn: 1072.3287456\ttotal: 649ms\tremaining: 23.5ms\n",
      "193:\tlearn: 1071.6225638\ttotal: 652ms\tremaining: 20.2ms\n",
      "194:\tlearn: 1071.0457242\ttotal: 655ms\tremaining: 16.8ms\n",
      "195:\tlearn: 1070.1745512\ttotal: 658ms\tremaining: 13.4ms\n",
      "196:\tlearn: 1069.3875139\ttotal: 662ms\tremaining: 10.1ms\n",
      "197:\tlearn: 1068.5909974\ttotal: 667ms\tremaining: 6.73ms\n",
      "198:\tlearn: 1067.7561922\ttotal: 674ms\tremaining: 3.39ms\n",
      "199:\tlearn: 1067.2036798\ttotal: 689ms\tremaining: 0us\n",
      "0:\tlearn: 1707.4164731\ttotal: 3.13ms\tremaining: 623ms\n",
      "1:\tlearn: 1698.2447012\ttotal: 6.87ms\tremaining: 680ms\n",
      "2:\tlearn: 1689.1710646\ttotal: 10.3ms\tremaining: 679ms\n",
      "3:\tlearn: 1679.9802963\ttotal: 13.7ms\tremaining: 671ms\n",
      "4:\tlearn: 1671.9699370\ttotal: 17.1ms\tremaining: 669ms\n",
      "5:\tlearn: 1662.7903544\ttotal: 20.3ms\tremaining: 657ms\n",
      "6:\tlearn: 1654.1645842\ttotal: 23.8ms\tremaining: 655ms\n",
      "7:\tlearn: 1646.2104140\ttotal: 27.2ms\tremaining: 653ms\n",
      "8:\tlearn: 1637.4428011\ttotal: 31.2ms\tremaining: 662ms\n",
      "9:\tlearn: 1629.2911643\ttotal: 34.7ms\tremaining: 659ms\n",
      "10:\tlearn: 1621.1742089\ttotal: 38.1ms\tremaining: 655ms\n",
      "11:\tlearn: 1613.1875326\ttotal: 41.7ms\tremaining: 653ms\n",
      "12:\tlearn: 1605.3843154\ttotal: 45.6ms\tremaining: 657ms\n",
      "13:\tlearn: 1597.2297574\ttotal: 49ms\tremaining: 651ms\n",
      "14:\tlearn: 1590.3810611\ttotal: 51.1ms\tremaining: 631ms\n",
      "15:\tlearn: 1582.7735509\ttotal: 54.4ms\tremaining: 626ms\n",
      "16:\tlearn: 1575.4238219\ttotal: 57.9ms\tremaining: 623ms\n",
      "17:\tlearn: 1567.9373958\ttotal: 61.8ms\tremaining: 625ms\n",
      "18:\tlearn: 1560.8781429\ttotal: 65.3ms\tremaining: 622ms\n",
      "19:\tlearn: 1553.6642166\ttotal: 68.7ms\tremaining: 618ms\n",
      "20:\tlearn: 1546.7273099\ttotal: 71.4ms\tremaining: 609ms\n",
      "21:\tlearn: 1539.4681414\ttotal: 74.9ms\tremaining: 606ms\n",
      "22:\tlearn: 1532.8896377\ttotal: 78.4ms\tremaining: 603ms\n",
      "23:\tlearn: 1525.7705519\ttotal: 81.8ms\tremaining: 600ms\n",
      "24:\tlearn: 1518.8243430\ttotal: 85ms\tremaining: 595ms\n",
      "25:\tlearn: 1512.3484556\ttotal: 88.2ms\tremaining: 590ms\n",
      "26:\tlearn: 1505.6652050\ttotal: 91.7ms\tremaining: 588ms\n",
      "27:\tlearn: 1498.7493336\ttotal: 94.8ms\tremaining: 582ms\n",
      "28:\tlearn: 1492.0594817\ttotal: 98ms\tremaining: 578ms\n",
      "29:\tlearn: 1485.6097488\ttotal: 101ms\tremaining: 573ms\n",
      "30:\tlearn: 1478.9467073\ttotal: 104ms\tremaining: 569ms\n",
      "31:\tlearn: 1472.9843309\ttotal: 108ms\tremaining: 565ms\n",
      "32:\tlearn: 1467.2827194\ttotal: 111ms\tremaining: 560ms\n",
      "33:\tlearn: 1461.4313614\ttotal: 114ms\tremaining: 556ms\n",
      "34:\tlearn: 1455.4785281\ttotal: 117ms\tremaining: 552ms\n",
      "35:\tlearn: 1449.7438626\ttotal: 121ms\tremaining: 550ms\n",
      "36:\tlearn: 1443.4777744\ttotal: 124ms\tremaining: 546ms\n",
      "37:\tlearn: 1437.5241061\ttotal: 127ms\tremaining: 542ms\n",
      "38:\tlearn: 1432.3443349\ttotal: 130ms\tremaining: 538ms\n",
      "39:\tlearn: 1426.5192792\ttotal: 133ms\tremaining: 534ms\n",
      "40:\tlearn: 1421.2563276\ttotal: 137ms\tremaining: 530ms\n",
      "41:\tlearn: 1415.6520846\ttotal: 140ms\tremaining: 526ms\n",
      "42:\tlearn: 1410.2875885\ttotal: 142ms\tremaining: 519ms\n",
      "43:\tlearn: 1405.1013328\ttotal: 145ms\tremaining: 515ms\n",
      "44:\tlearn: 1399.6539273\ttotal: 148ms\tremaining: 511ms\n",
      "45:\tlearn: 1394.3629538\ttotal: 152ms\tremaining: 508ms\n",
      "46:\tlearn: 1389.1532517\ttotal: 155ms\tremaining: 504ms\n",
      "47:\tlearn: 1384.8806915\ttotal: 158ms\tremaining: 500ms\n",
      "48:\tlearn: 1379.8037266\ttotal: 161ms\tremaining: 496ms\n",
      "49:\tlearn: 1374.8495108\ttotal: 165ms\tremaining: 494ms\n",
      "50:\tlearn: 1369.7548948\ttotal: 169ms\tremaining: 495ms\n",
      "51:\tlearn: 1365.0500662\ttotal: 174ms\tremaining: 494ms\n",
      "52:\tlearn: 1360.2019668\ttotal: 179ms\tremaining: 496ms\n",
      "53:\tlearn: 1355.7011888\ttotal: 183ms\tremaining: 496ms\n",
      "54:\tlearn: 1351.1722630\ttotal: 188ms\tremaining: 495ms\n",
      "55:\tlearn: 1346.4685081\ttotal: 193ms\tremaining: 498ms\n",
      "56:\tlearn: 1342.2315685\ttotal: 199ms\tremaining: 498ms\n",
      "57:\tlearn: 1337.8892438\ttotal: 202ms\tremaining: 494ms\n",
      "58:\tlearn: 1333.4281095\ttotal: 205ms\tremaining: 489ms\n",
      "59:\tlearn: 1329.1880451\ttotal: 210ms\tremaining: 489ms\n",
      "60:\tlearn: 1325.0748389\ttotal: 213ms\tremaining: 484ms\n",
      "61:\tlearn: 1320.9768511\ttotal: 216ms\tremaining: 480ms\n",
      "62:\tlearn: 1317.0400097\ttotal: 219ms\tremaining: 476ms\n",
      "63:\tlearn: 1312.9961413\ttotal: 224ms\tremaining: 477ms\n",
      "64:\tlearn: 1309.1436513\ttotal: 227ms\tremaining: 471ms\n",
      "65:\tlearn: 1305.5115820\ttotal: 230ms\tremaining: 466ms\n",
      "66:\tlearn: 1301.6674769\ttotal: 232ms\tremaining: 460ms\n",
      "67:\tlearn: 1297.6788332\ttotal: 235ms\tremaining: 456ms\n",
      "68:\tlearn: 1293.8715088\ttotal: 238ms\tremaining: 453ms\n",
      "69:\tlearn: 1290.1281226\ttotal: 241ms\tremaining: 448ms\n",
      "70:\tlearn: 1286.5502545\ttotal: 245ms\tremaining: 444ms\n",
      "71:\tlearn: 1283.0792650\ttotal: 248ms\tremaining: 440ms\n",
      "72:\tlearn: 1279.6092055\ttotal: 251ms\tremaining: 436ms\n",
      "73:\tlearn: 1276.1145820\ttotal: 254ms\tremaining: 433ms\n",
      "74:\tlearn: 1272.5414901\ttotal: 257ms\tremaining: 429ms\n",
      "75:\tlearn: 1269.2683204\ttotal: 260ms\tremaining: 425ms\n",
      "76:\tlearn: 1265.8104297\ttotal: 264ms\tremaining: 421ms\n",
      "77:\tlearn: 1262.5080994\ttotal: 267ms\tremaining: 417ms\n",
      "78:\tlearn: 1259.4420567\ttotal: 270ms\tremaining: 413ms\n",
      "79:\tlearn: 1256.0565275\ttotal: 273ms\tremaining: 409ms\n",
      "80:\tlearn: 1252.8071993\ttotal: 276ms\tremaining: 405ms\n",
      "81:\tlearn: 1249.7199393\ttotal: 279ms\tremaining: 402ms\n",
      "82:\tlearn: 1246.7902431\ttotal: 283ms\tremaining: 398ms\n",
      "83:\tlearn: 1243.6783173\ttotal: 286ms\tremaining: 395ms\n",
      "84:\tlearn: 1240.6132122\ttotal: 289ms\tremaining: 391ms\n",
      "85:\tlearn: 1237.6611004\ttotal: 292ms\tremaining: 387ms\n",
      "86:\tlearn: 1234.9714069\ttotal: 295ms\tremaining: 383ms\n",
      "87:\tlearn: 1232.0131801\ttotal: 298ms\tremaining: 380ms\n",
      "88:\tlearn: 1229.2411698\ttotal: 301ms\tremaining: 376ms\n",
      "89:\tlearn: 1226.6335712\ttotal: 305ms\tremaining: 372ms\n",
      "90:\tlearn: 1223.7008275\ttotal: 308ms\tremaining: 368ms\n",
      "91:\tlearn: 1221.2277200\ttotal: 311ms\tremaining: 365ms\n",
      "92:\tlearn: 1218.8873728\ttotal: 314ms\tremaining: 361ms\n",
      "93:\tlearn: 1216.5026783\ttotal: 317ms\tremaining: 357ms\n",
      "94:\tlearn: 1214.1511884\ttotal: 320ms\tremaining: 354ms\n",
      "95:\tlearn: 1211.9065963\ttotal: 324ms\tremaining: 350ms\n",
      "96:\tlearn: 1209.5218536\ttotal: 327ms\tremaining: 347ms\n",
      "97:\tlearn: 1207.1396014\ttotal: 330ms\tremaining: 344ms\n",
      "98:\tlearn: 1204.5353598\ttotal: 335ms\tremaining: 341ms\n",
      "99:\tlearn: 1202.1176084\ttotal: 339ms\tremaining: 339ms\n",
      "100:\tlearn: 1199.5881333\ttotal: 343ms\tremaining: 337ms\n",
      "101:\tlearn: 1197.4321825\ttotal: 348ms\tremaining: 334ms\n",
      "102:\tlearn: 1195.1326147\ttotal: 352ms\tremaining: 332ms\n",
      "103:\tlearn: 1192.7531684\ttotal: 357ms\tremaining: 329ms\n",
      "104:\tlearn: 1190.3962968\ttotal: 365ms\tremaining: 330ms\n",
      "105:\tlearn: 1188.0770264\ttotal: 368ms\tremaining: 327ms\n",
      "106:\tlearn: 1186.2247010\ttotal: 373ms\tremaining: 324ms\n",
      "107:\tlearn: 1183.9644914\ttotal: 376ms\tremaining: 320ms\n",
      "108:\tlearn: 1181.9598021\ttotal: 379ms\tremaining: 316ms\n",
      "109:\tlearn: 1179.8764191\ttotal: 382ms\tremaining: 313ms\n",
      "110:\tlearn: 1177.7933105\ttotal: 386ms\tremaining: 309ms\n",
      "111:\tlearn: 1175.8920660\ttotal: 389ms\tremaining: 306ms\n",
      "112:\tlearn: 1173.8666991\ttotal: 392ms\tremaining: 302ms\n",
      "113:\tlearn: 1171.7732232\ttotal: 395ms\tremaining: 298ms\n",
      "114:\tlearn: 1169.5902273\ttotal: 399ms\tremaining: 295ms\n",
      "115:\tlearn: 1167.7370378\ttotal: 402ms\tremaining: 291ms\n",
      "116:\tlearn: 1165.7586110\ttotal: 405ms\tremaining: 287ms\n",
      "117:\tlearn: 1163.7380458\ttotal: 408ms\tremaining: 284ms\n",
      "118:\tlearn: 1161.9479391\ttotal: 411ms\tremaining: 280ms\n",
      "119:\tlearn: 1160.2325852\ttotal: 416ms\tremaining: 277ms\n",
      "120:\tlearn: 1158.4310812\ttotal: 421ms\tremaining: 275ms\n",
      "121:\tlearn: 1156.4642843\ttotal: 426ms\tremaining: 272ms\n",
      "122:\tlearn: 1154.6098735\ttotal: 429ms\tremaining: 269ms\n",
      "123:\tlearn: 1152.9043879\ttotal: 433ms\tremaining: 265ms\n",
      "124:\tlearn: 1151.0812134\ttotal: 436ms\tremaining: 262ms\n",
      "125:\tlearn: 1149.6954128\ttotal: 439ms\tremaining: 258ms\n",
      "126:\tlearn: 1147.8994232\ttotal: 442ms\tremaining: 254ms\n",
      "127:\tlearn: 1146.2228709\ttotal: 446ms\tremaining: 251ms\n",
      "128:\tlearn: 1144.5656900\ttotal: 450ms\tremaining: 247ms\n",
      "129:\tlearn: 1142.9175055\ttotal: 453ms\tremaining: 244ms\n",
      "130:\tlearn: 1141.5898036\ttotal: 456ms\tremaining: 240ms\n",
      "131:\tlearn: 1140.0194093\ttotal: 459ms\tremaining: 237ms\n",
      "132:\tlearn: 1138.3340746\ttotal: 462ms\tremaining: 233ms\n",
      "133:\tlearn: 1136.6183848\ttotal: 466ms\tremaining: 229ms\n",
      "134:\tlearn: 1135.0959367\ttotal: 469ms\tremaining: 226ms\n",
      "135:\tlearn: 1133.6872378\ttotal: 472ms\tremaining: 222ms\n",
      "136:\tlearn: 1132.3313759\ttotal: 475ms\tremaining: 219ms\n",
      "137:\tlearn: 1131.1209637\ttotal: 478ms\tremaining: 215ms\n",
      "138:\tlearn: 1129.9123802\ttotal: 481ms\tremaining: 211ms\n",
      "139:\tlearn: 1128.6134555\ttotal: 484ms\tremaining: 208ms\n",
      "140:\tlearn: 1127.1706855\ttotal: 487ms\tremaining: 204ms\n",
      "141:\tlearn: 1125.8565396\ttotal: 491ms\tremaining: 200ms\n",
      "142:\tlearn: 1124.5988904\ttotal: 494ms\tremaining: 197ms\n",
      "143:\tlearn: 1123.2064261\ttotal: 497ms\tremaining: 193ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "144:\tlearn: 1122.1499242\ttotal: 502ms\tremaining: 190ms\n",
      "145:\tlearn: 1121.2978476\ttotal: 505ms\tremaining: 187ms\n",
      "146:\tlearn: 1119.9415706\ttotal: 509ms\tremaining: 184ms\n",
      "147:\tlearn: 1118.6992828\ttotal: 517ms\tremaining: 182ms\n",
      "148:\tlearn: 1117.4911365\ttotal: 522ms\tremaining: 179ms\n",
      "149:\tlearn: 1116.5274166\ttotal: 526ms\tremaining: 175ms\n",
      "150:\tlearn: 1115.4935378\ttotal: 530ms\tremaining: 172ms\n",
      "151:\tlearn: 1114.3955927\ttotal: 535ms\tremaining: 169ms\n",
      "152:\tlearn: 1113.3713510\ttotal: 539ms\tremaining: 166ms\n",
      "153:\tlearn: 1112.1728955\ttotal: 542ms\tremaining: 162ms\n",
      "154:\tlearn: 1110.9731574\ttotal: 545ms\tremaining: 158ms\n",
      "155:\tlearn: 1109.8710286\ttotal: 550ms\tremaining: 155ms\n",
      "156:\tlearn: 1108.6839151\ttotal: 553ms\tremaining: 151ms\n",
      "157:\tlearn: 1108.0218930\ttotal: 556ms\tremaining: 148ms\n",
      "158:\tlearn: 1107.2708405\ttotal: 558ms\tremaining: 144ms\n",
      "159:\tlearn: 1106.3408626\ttotal: 561ms\tremaining: 140ms\n",
      "160:\tlearn: 1105.2544631\ttotal: 564ms\tremaining: 137ms\n",
      "161:\tlearn: 1104.1359934\ttotal: 568ms\tremaining: 133ms\n",
      "162:\tlearn: 1103.1413687\ttotal: 571ms\tremaining: 130ms\n",
      "163:\tlearn: 1102.1877487\ttotal: 574ms\tremaining: 126ms\n",
      "164:\tlearn: 1101.1987555\ttotal: 578ms\tremaining: 123ms\n",
      "165:\tlearn: 1100.1898655\ttotal: 581ms\tremaining: 119ms\n",
      "166:\tlearn: 1099.2894844\ttotal: 584ms\tremaining: 115ms\n",
      "167:\tlearn: 1098.0702027\ttotal: 587ms\tremaining: 112ms\n",
      "168:\tlearn: 1097.1389636\ttotal: 590ms\tremaining: 108ms\n",
      "169:\tlearn: 1096.2492571\ttotal: 594ms\tremaining: 105ms\n",
      "170:\tlearn: 1095.2719489\ttotal: 598ms\tremaining: 101ms\n",
      "171:\tlearn: 1094.2006349\ttotal: 602ms\tremaining: 97.9ms\n",
      "172:\tlearn: 1093.3562216\ttotal: 605ms\tremaining: 94.4ms\n",
      "173:\tlearn: 1092.5163356\ttotal: 608ms\tremaining: 90.9ms\n",
      "174:\tlearn: 1091.6915715\ttotal: 613ms\tremaining: 87.6ms\n",
      "175:\tlearn: 1090.5518037\ttotal: 616ms\tremaining: 84ms\n",
      "176:\tlearn: 1089.7206103\ttotal: 619ms\tremaining: 80.5ms\n",
      "177:\tlearn: 1088.8255471\ttotal: 623ms\tremaining: 77ms\n",
      "178:\tlearn: 1088.1180870\ttotal: 626ms\tremaining: 73.4ms\n",
      "179:\tlearn: 1087.2545307\ttotal: 629ms\tremaining: 69.9ms\n",
      "180:\tlearn: 1086.4844772\ttotal: 632ms\tremaining: 66.4ms\n",
      "181:\tlearn: 1085.7626670\ttotal: 635ms\tremaining: 62.8ms\n",
      "182:\tlearn: 1084.9251362\ttotal: 638ms\tremaining: 59.3ms\n",
      "183:\tlearn: 1084.1362564\ttotal: 642ms\tremaining: 55.8ms\n",
      "184:\tlearn: 1083.4354034\ttotal: 645ms\tremaining: 52.3ms\n",
      "185:\tlearn: 1082.5851388\ttotal: 648ms\tremaining: 48.8ms\n",
      "186:\tlearn: 1081.7814530\ttotal: 651ms\tremaining: 45.3ms\n",
      "187:\tlearn: 1080.9049194\ttotal: 654ms\tremaining: 41.8ms\n",
      "188:\tlearn: 1080.3612518\ttotal: 658ms\tremaining: 38.3ms\n",
      "189:\tlearn: 1079.6760801\ttotal: 661ms\tremaining: 34.8ms\n",
      "190:\tlearn: 1079.0587266\ttotal: 665ms\tremaining: 31.3ms\n",
      "191:\tlearn: 1078.1888525\ttotal: 671ms\tremaining: 28ms\n",
      "192:\tlearn: 1077.4307858\ttotal: 675ms\tremaining: 24.5ms\n",
      "193:\tlearn: 1076.6065258\ttotal: 680ms\tremaining: 21ms\n",
      "194:\tlearn: 1075.9771388\ttotal: 684ms\tremaining: 17.5ms\n",
      "195:\tlearn: 1075.1075567\ttotal: 689ms\tremaining: 14.1ms\n",
      "196:\tlearn: 1074.4457894\ttotal: 694ms\tremaining: 10.6ms\n",
      "197:\tlearn: 1073.4705411\ttotal: 698ms\tremaining: 7.05ms\n",
      "198:\tlearn: 1072.9430158\ttotal: 701ms\tremaining: 3.52ms\n",
      "199:\tlearn: 1072.3796141\ttotal: 704ms\tremaining: 0us\n",
      "0:\tlearn: 1339.2217826\ttotal: 7.72ms\tremaining: 996ms\n",
      "1:\tlearn: 1331.8199935\ttotal: 11.7ms\tremaining: 749ms\n",
      "2:\tlearn: 1324.5674054\ttotal: 16ms\tremaining: 678ms\n",
      "3:\tlearn: 1317.0565956\ttotal: 19.7ms\tremaining: 621ms\n",
      "4:\tlearn: 1309.3256077\ttotal: 23.3ms\tremaining: 582ms\n",
      "5:\tlearn: 1303.4354270\ttotal: 25.3ms\tremaining: 523ms\n",
      "6:\tlearn: 1296.4711299\ttotal: 28.9ms\tremaining: 507ms\n",
      "7:\tlearn: 1289.5656209\ttotal: 32.9ms\tremaining: 502ms\n",
      "8:\tlearn: 1281.9412276\ttotal: 36.7ms\tremaining: 493ms\n",
      "9:\tlearn: 1275.0003561\ttotal: 40.3ms\tremaining: 484ms\n",
      "10:\tlearn: 1268.5659620\ttotal: 44.3ms\tremaining: 479ms\n",
      "11:\tlearn: 1261.2630024\ttotal: 48.6ms\tremaining: 478ms\n",
      "12:\tlearn: 1254.3558583\ttotal: 52.4ms\tremaining: 471ms\n",
      "13:\tlearn: 1247.9953213\ttotal: 56.1ms\tremaining: 465ms\n",
      "14:\tlearn: 1241.4767974\ttotal: 59.9ms\tremaining: 459ms\n",
      "15:\tlearn: 1235.2871223\ttotal: 64.1ms\tremaining: 456ms\n",
      "16:\tlearn: 1229.4329224\ttotal: 67.8ms\tremaining: 451ms\n",
      "17:\tlearn: 1222.7415379\ttotal: 71.7ms\tremaining: 446ms\n",
      "18:\tlearn: 1216.7949190\ttotal: 75.5ms\tremaining: 441ms\n",
      "19:\tlearn: 1211.2216603\ttotal: 79.7ms\tremaining: 438ms\n",
      "20:\tlearn: 1205.1090804\ttotal: 83.3ms\tremaining: 433ms\n",
      "21:\tlearn: 1199.2484839\ttotal: 87.2ms\tremaining: 428ms\n",
      "22:\tlearn: 1193.4690278\ttotal: 90.9ms\tremaining: 423ms\n",
      "23:\tlearn: 1187.2144001\ttotal: 94.9ms\tremaining: 419ms\n",
      "24:\tlearn: 1181.9876123\ttotal: 98.5ms\tremaining: 414ms\n",
      "25:\tlearn: 1175.8414448\ttotal: 102ms\tremaining: 408ms\n",
      "26:\tlearn: 1169.8811771\ttotal: 105ms\tremaining: 402ms\n",
      "27:\tlearn: 1164.1295013\ttotal: 109ms\tremaining: 398ms\n",
      "28:\tlearn: 1158.9299125\ttotal: 113ms\tremaining: 394ms\n",
      "29:\tlearn: 1153.0468874\ttotal: 117ms\tremaining: 389ms\n",
      "30:\tlearn: 1148.3874147\ttotal: 120ms\tremaining: 383ms\n",
      "31:\tlearn: 1143.8947316\ttotal: 123ms\tremaining: 377ms\n",
      "32:\tlearn: 1138.9841164\ttotal: 126ms\tremaining: 371ms\n",
      "33:\tlearn: 1134.1954238\ttotal: 130ms\tremaining: 366ms\n",
      "34:\tlearn: 1128.7764146\ttotal: 133ms\tremaining: 361ms\n",
      "35:\tlearn: 1123.4456697\ttotal: 137ms\tremaining: 357ms\n",
      "36:\tlearn: 1118.5908406\ttotal: 139ms\tremaining: 350ms\n",
      "37:\tlearn: 1113.2546952\ttotal: 143ms\tremaining: 345ms\n",
      "38:\tlearn: 1108.1845419\ttotal: 146ms\tremaining: 341ms\n",
      "39:\tlearn: 1103.3563288\ttotal: 149ms\tremaining: 336ms\n",
      "40:\tlearn: 1098.2381264\ttotal: 153ms\tremaining: 333ms\n",
      "41:\tlearn: 1093.9877058\ttotal: 157ms\tremaining: 329ms\n",
      "42:\tlearn: 1089.4882805\ttotal: 160ms\tremaining: 324ms\n",
      "43:\tlearn: 1084.8711234\ttotal: 164ms\tremaining: 320ms\n",
      "44:\tlearn: 1081.0484216\ttotal: 168ms\tremaining: 317ms\n",
      "45:\tlearn: 1076.4221084\ttotal: 171ms\tremaining: 312ms\n",
      "46:\tlearn: 1071.6367611\ttotal: 175ms\tremaining: 308ms\n",
      "47:\tlearn: 1067.3003538\ttotal: 178ms\tremaining: 304ms\n",
      "48:\tlearn: 1063.2684002\ttotal: 181ms\tremaining: 300ms\n",
      "49:\tlearn: 1058.6902554\ttotal: 187ms\tremaining: 299ms\n",
      "50:\tlearn: 1055.2896505\ttotal: 191ms\tremaining: 296ms\n",
      "51:\tlearn: 1051.1155644\ttotal: 196ms\tremaining: 294ms\n",
      "52:\tlearn: 1047.5830259\ttotal: 201ms\tremaining: 292ms\n",
      "53:\tlearn: 1043.4305113\ttotal: 205ms\tremaining: 289ms\n",
      "54:\tlearn: 1040.0816183\ttotal: 210ms\tremaining: 287ms\n",
      "55:\tlearn: 1035.4587293\ttotal: 215ms\tremaining: 284ms\n",
      "56:\tlearn: 1031.2085524\ttotal: 218ms\tremaining: 280ms\n",
      "57:\tlearn: 1027.5283955\ttotal: 222ms\tremaining: 275ms\n",
      "58:\tlearn: 1023.3782740\ttotal: 229ms\tremaining: 275ms\n",
      "59:\tlearn: 1019.2243104\ttotal: 232ms\tremaining: 271ms\n",
      "60:\tlearn: 1016.1772557\ttotal: 236ms\tremaining: 266ms\n",
      "61:\tlearn: 1012.4141496\ttotal: 239ms\tremaining: 262ms\n",
      "62:\tlearn: 1008.8306737\ttotal: 243ms\tremaining: 259ms\n",
      "63:\tlearn: 1005.1612355\ttotal: 247ms\tremaining: 254ms\n",
      "64:\tlearn: 1001.6856882\ttotal: 250ms\tremaining: 250ms\n",
      "65:\tlearn: 998.0640575\ttotal: 253ms\tremaining: 246ms\n",
      "66:\tlearn: 994.4998211\ttotal: 257ms\tremaining: 242ms\n",
      "67:\tlearn: 991.0087064\ttotal: 261ms\tremaining: 238ms\n",
      "68:\tlearn: 988.2442633\ttotal: 264ms\tremaining: 233ms\n",
      "69:\tlearn: 984.8342150\ttotal: 268ms\tremaining: 229ms\n",
      "70:\tlearn: 981.7132005\ttotal: 271ms\tremaining: 225ms\n",
      "71:\tlearn: 978.4727229\ttotal: 274ms\tremaining: 221ms\n",
      "72:\tlearn: 975.2287554\ttotal: 278ms\tremaining: 217ms\n",
      "73:\tlearn: 972.6241142\ttotal: 280ms\tremaining: 212ms\n",
      "74:\tlearn: 970.0479090\ttotal: 284ms\tremaining: 208ms\n",
      "75:\tlearn: 966.6727869\ttotal: 288ms\tremaining: 204ms\n",
      "76:\tlearn: 963.6288952\ttotal: 291ms\tremaining: 200ms\n",
      "77:\tlearn: 960.9295070\ttotal: 295ms\tremaining: 196ms\n",
      "78:\tlearn: 957.9780563\ttotal: 298ms\tremaining: 192ms\n",
      "79:\tlearn: 954.6474094\ttotal: 302ms\tremaining: 189ms\n",
      "80:\tlearn: 951.5333613\ttotal: 305ms\tremaining: 185ms\n",
      "81:\tlearn: 948.5532837\ttotal: 309ms\tremaining: 181ms\n",
      "82:\tlearn: 945.7416914\ttotal: 312ms\tremaining: 177ms\n",
      "83:\tlearn: 942.7090410\ttotal: 316ms\tremaining: 173ms\n",
      "84:\tlearn: 940.3736216\ttotal: 321ms\tremaining: 170ms\n",
      "85:\tlearn: 937.7728439\ttotal: 325ms\tremaining: 166ms\n",
      "86:\tlearn: 935.1518174\ttotal: 329ms\tremaining: 162ms\n",
      "87:\tlearn: 932.4960796\ttotal: 332ms\tremaining: 159ms\n",
      "88:\tlearn: 930.0870751\ttotal: 336ms\tremaining: 155ms\n",
      "89:\tlearn: 927.5667301\ttotal: 340ms\tremaining: 151ms\n",
      "90:\tlearn: 925.1727438\ttotal: 343ms\tremaining: 147ms\n",
      "91:\tlearn: 922.7873503\ttotal: 347ms\tremaining: 143ms\n",
      "92:\tlearn: 921.3116676\ttotal: 350ms\tremaining: 139ms\n",
      "93:\tlearn: 919.0872419\ttotal: 355ms\tremaining: 136ms\n",
      "94:\tlearn: 916.8895724\ttotal: 358ms\tremaining: 132ms\n",
      "95:\tlearn: 914.1801432\ttotal: 363ms\tremaining: 129ms\n",
      "96:\tlearn: 911.9147514\ttotal: 368ms\tremaining: 125ms\n",
      "97:\tlearn: 909.8449913\ttotal: 373ms\tremaining: 122ms\n",
      "98:\tlearn: 908.0731298\ttotal: 378ms\tremaining: 118ms\n",
      "99:\tlearn: 905.8467562\ttotal: 383ms\tremaining: 115ms\n",
      "100:\tlearn: 903.6724634\ttotal: 386ms\tremaining: 111ms\n",
      "101:\tlearn: 901.3153386\ttotal: 390ms\tremaining: 107ms\n",
      "102:\tlearn: 899.3537470\ttotal: 395ms\tremaining: 103ms\n",
      "103:\tlearn: 897.5806225\ttotal: 398ms\tremaining: 99.5ms\n",
      "104:\tlearn: 895.5360898\ttotal: 401ms\tremaining: 95.5ms\n",
      "105:\tlearn: 893.2229378\ttotal: 405ms\tremaining: 91.6ms\n",
      "106:\tlearn: 891.9767447\ttotal: 407ms\tremaining: 87.5ms\n",
      "107:\tlearn: 889.8541972\ttotal: 410ms\tremaining: 83.5ms\n",
      "108:\tlearn: 887.9319208\ttotal: 413ms\tremaining: 79.6ms\n",
      "109:\tlearn: 886.3408559\ttotal: 417ms\tremaining: 75.8ms\n",
      "110:\tlearn: 884.3355102\ttotal: 420ms\tremaining: 71.9ms\n",
      "111:\tlearn: 882.7576163\ttotal: 424ms\tremaining: 68.1ms\n",
      "112:\tlearn: 881.2631109\ttotal: 427ms\tremaining: 64.2ms\n",
      "113:\tlearn: 879.4715159\ttotal: 430ms\tremaining: 60.4ms\n",
      "114:\tlearn: 877.6816894\ttotal: 434ms\tremaining: 56.6ms\n",
      "115:\tlearn: 875.8206826\ttotal: 438ms\tremaining: 52.8ms\n",
      "116:\tlearn: 874.5051697\ttotal: 441ms\tremaining: 49ms\n",
      "117:\tlearn: 872.9173908\ttotal: 445ms\tremaining: 45.2ms\n",
      "118:\tlearn: 871.2352330\ttotal: 448ms\tremaining: 41.4ms\n",
      "119:\tlearn: 869.3095457\ttotal: 452ms\tremaining: 37.7ms\n",
      "120:\tlearn: 867.9722832\ttotal: 456ms\tremaining: 33.9ms\n",
      "121:\tlearn: 866.3557902\ttotal: 459ms\tremaining: 30.1ms\n",
      "122:\tlearn: 864.5793112\ttotal: 462ms\tremaining: 26.3ms\n",
      "123:\tlearn: 862.8172405\ttotal: 466ms\tremaining: 22.5ms\n",
      "124:\tlearn: 860.8695211\ttotal: 469ms\tremaining: 18.8ms\n",
      "125:\tlearn: 859.1426124\ttotal: 473ms\tremaining: 15ms\n",
      "126:\tlearn: 857.7068838\ttotal: 476ms\tremaining: 11.2ms\n",
      "127:\tlearn: 856.4033828\ttotal: 479ms\tremaining: 7.49ms\n",
      "128:\tlearn: 854.7595517\ttotal: 483ms\tremaining: 3.74ms\n",
      "129:\tlearn: 853.0434252\ttotal: 487ms\tremaining: 0us\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:\tlearn: 1359.5767778\ttotal: 3.58ms\tremaining: 462ms\n",
      "1:\tlearn: 1352.0670280\ttotal: 7.02ms\tremaining: 449ms\n",
      "2:\tlearn: 1344.7065533\ttotal: 10.5ms\tremaining: 445ms\n",
      "3:\tlearn: 1337.0749190\ttotal: 13.9ms\tremaining: 437ms\n",
      "4:\tlearn: 1329.2431405\ttotal: 17.3ms\tremaining: 433ms\n",
      "5:\tlearn: 1323.5580971\ttotal: 19.2ms\tremaining: 396ms\n",
      "6:\tlearn: 1316.4899949\ttotal: 22.7ms\tremaining: 400ms\n",
      "7:\tlearn: 1308.9883766\ttotal: 26.4ms\tremaining: 403ms\n",
      "8:\tlearn: 1301.2968972\ttotal: 30.1ms\tremaining: 405ms\n",
      "9:\tlearn: 1294.0252804\ttotal: 34.4ms\tremaining: 412ms\n",
      "10:\tlearn: 1287.0786796\ttotal: 38.1ms\tremaining: 412ms\n",
      "11:\tlearn: 1280.1686791\ttotal: 41.8ms\tremaining: 411ms\n",
      "12:\tlearn: 1273.1484932\ttotal: 45.7ms\tremaining: 411ms\n",
      "13:\tlearn: 1266.7741359\ttotal: 49.8ms\tremaining: 413ms\n",
      "14:\tlearn: 1260.3543693\ttotal: 53.5ms\tremaining: 410ms\n",
      "15:\tlearn: 1253.9102402\ttotal: 57.2ms\tremaining: 408ms\n",
      "16:\tlearn: 1247.9835755\ttotal: 60.9ms\tremaining: 405ms\n",
      "17:\tlearn: 1241.2181834\ttotal: 64.9ms\tremaining: 404ms\n",
      "18:\tlearn: 1234.4177297\ttotal: 68.4ms\tremaining: 399ms\n",
      "19:\tlearn: 1229.0772398\ttotal: 71.7ms\tremaining: 394ms\n",
      "20:\tlearn: 1222.7611384\ttotal: 75.1ms\tremaining: 390ms\n",
      "21:\tlearn: 1216.9464347\ttotal: 78.5ms\tremaining: 385ms\n",
      "22:\tlearn: 1210.9637284\ttotal: 82ms\tremaining: 382ms\n",
      "23:\tlearn: 1204.4643912\ttotal: 85.8ms\tremaining: 379ms\n",
      "24:\tlearn: 1199.1067412\ttotal: 89.6ms\tremaining: 376ms\n",
      "25:\tlearn: 1192.9869844\ttotal: 93.1ms\tremaining: 373ms\n",
      "26:\tlearn: 1187.0880839\ttotal: 97.2ms\tremaining: 371ms\n",
      "27:\tlearn: 1181.2820203\ttotal: 101ms\tremaining: 367ms\n",
      "28:\tlearn: 1175.8882103\ttotal: 104ms\tremaining: 363ms\n",
      "29:\tlearn: 1170.8844175\ttotal: 109ms\tremaining: 362ms\n",
      "30:\tlearn: 1165.7081005\ttotal: 113ms\tremaining: 360ms\n",
      "31:\tlearn: 1161.0931380\ttotal: 116ms\tremaining: 356ms\n",
      "32:\tlearn: 1156.1900285\ttotal: 120ms\tremaining: 352ms\n",
      "33:\tlearn: 1151.3358148\ttotal: 123ms\tremaining: 347ms\n",
      "34:\tlearn: 1146.7547133\ttotal: 127ms\tremaining: 344ms\n",
      "35:\tlearn: 1141.4195355\ttotal: 130ms\tremaining: 340ms\n",
      "36:\tlearn: 1136.1416630\ttotal: 133ms\tremaining: 334ms\n",
      "37:\tlearn: 1130.6810238\ttotal: 136ms\tremaining: 330ms\n",
      "38:\tlearn: 1125.8027341\ttotal: 140ms\tremaining: 326ms\n",
      "39:\tlearn: 1120.7170068\ttotal: 143ms\tremaining: 322ms\n",
      "40:\tlearn: 1115.6507874\ttotal: 147ms\tremaining: 318ms\n",
      "41:\tlearn: 1111.2762449\ttotal: 150ms\tremaining: 314ms\n",
      "42:\tlearn: 1106.6347492\ttotal: 153ms\tremaining: 311ms\n",
      "43:\tlearn: 1102.0724035\ttotal: 157ms\tremaining: 307ms\n",
      "44:\tlearn: 1098.0418676\ttotal: 160ms\tremaining: 303ms\n",
      "45:\tlearn: 1093.2168409\ttotal: 164ms\tremaining: 299ms\n",
      "46:\tlearn: 1089.1437433\ttotal: 166ms\tremaining: 294ms\n",
      "47:\tlearn: 1084.3097811\ttotal: 172ms\tremaining: 294ms\n",
      "48:\tlearn: 1080.1126767\ttotal: 176ms\tremaining: 291ms\n",
      "49:\tlearn: 1075.7383602\ttotal: 182ms\tremaining: 291ms\n",
      "50:\tlearn: 1071.6978873\ttotal: 195ms\tremaining: 302ms\n",
      "51:\tlearn: 1067.8473431\ttotal: 199ms\tremaining: 298ms\n",
      "52:\tlearn: 1063.7498028\ttotal: 202ms\tremaining: 294ms\n",
      "53:\tlearn: 1059.4057468\ttotal: 206ms\tremaining: 290ms\n",
      "54:\tlearn: 1054.9314980\ttotal: 209ms\tremaining: 286ms\n",
      "55:\tlearn: 1051.6766840\ttotal: 213ms\tremaining: 281ms\n",
      "56:\tlearn: 1047.3281022\ttotal: 217ms\tremaining: 278ms\n",
      "57:\tlearn: 1043.5218244\ttotal: 220ms\tremaining: 274ms\n",
      "58:\tlearn: 1039.4544896\ttotal: 224ms\tremaining: 270ms\n",
      "59:\tlearn: 1035.4210919\ttotal: 227ms\tremaining: 265ms\n",
      "60:\tlearn: 1032.3022201\ttotal: 231ms\tremaining: 262ms\n",
      "61:\tlearn: 1028.8818698\ttotal: 235ms\tremaining: 258ms\n",
      "62:\tlearn: 1025.2554091\ttotal: 238ms\tremaining: 253ms\n",
      "63:\tlearn: 1021.4535613\ttotal: 242ms\tremaining: 249ms\n",
      "64:\tlearn: 1017.9138626\ttotal: 246ms\tremaining: 246ms\n",
      "65:\tlearn: 1014.6269141\ttotal: 249ms\tremaining: 242ms\n",
      "66:\tlearn: 1010.9497903\ttotal: 253ms\tremaining: 237ms\n",
      "67:\tlearn: 1007.8949171\ttotal: 255ms\tremaining: 233ms\n",
      "68:\tlearn: 1005.0443635\ttotal: 259ms\tremaining: 229ms\n",
      "69:\tlearn: 1001.4279709\ttotal: 263ms\tremaining: 225ms\n",
      "70:\tlearn: 997.7069400\ttotal: 266ms\tremaining: 221ms\n",
      "71:\tlearn: 994.7379153\ttotal: 270ms\tremaining: 217ms\n",
      "72:\tlearn: 991.2483350\ttotal: 274ms\tremaining: 214ms\n",
      "73:\tlearn: 988.0643461\ttotal: 277ms\tremaining: 210ms\n",
      "74:\tlearn: 984.4930287\ttotal: 281ms\tremaining: 206ms\n",
      "75:\tlearn: 981.8407490\ttotal: 285ms\tremaining: 202ms\n",
      "76:\tlearn: 978.5157453\ttotal: 288ms\tremaining: 199ms\n",
      "77:\tlearn: 975.3507484\ttotal: 292ms\tremaining: 195ms\n",
      "78:\tlearn: 972.0194646\ttotal: 295ms\tremaining: 191ms\n",
      "79:\tlearn: 968.9220456\ttotal: 299ms\tremaining: 187ms\n",
      "80:\tlearn: 965.8830625\ttotal: 302ms\tremaining: 183ms\n",
      "81:\tlearn: 962.7484559\ttotal: 306ms\tremaining: 179ms\n",
      "82:\tlearn: 959.8350721\ttotal: 309ms\tremaining: 175ms\n",
      "83:\tlearn: 957.3316925\ttotal: 313ms\tremaining: 171ms\n",
      "84:\tlearn: 954.9376310\ttotal: 316ms\tremaining: 167ms\n",
      "85:\tlearn: 952.6229364\ttotal: 320ms\tremaining: 164ms\n",
      "86:\tlearn: 949.7452372\ttotal: 324ms\tremaining: 160ms\n",
      "87:\tlearn: 947.0091577\ttotal: 327ms\tremaining: 156ms\n",
      "88:\tlearn: 944.2059412\ttotal: 330ms\tremaining: 152ms\n",
      "89:\tlearn: 941.9456500\ttotal: 334ms\tremaining: 149ms\n",
      "90:\tlearn: 939.6883225\ttotal: 338ms\tremaining: 145ms\n",
      "91:\tlearn: 937.4093468\ttotal: 343ms\tremaining: 142ms\n",
      "92:\tlearn: 934.9074702\ttotal: 349ms\tremaining: 139ms\n",
      "93:\tlearn: 932.8538386\ttotal: 354ms\tremaining: 135ms\n",
      "94:\tlearn: 931.0970730\ttotal: 356ms\tremaining: 131ms\n",
      "95:\tlearn: 928.2617809\ttotal: 361ms\tremaining: 128ms\n",
      "96:\tlearn: 925.9330561\ttotal: 368ms\tremaining: 125ms\n",
      "97:\tlearn: 923.5355639\ttotal: 371ms\tremaining: 121ms\n",
      "98:\tlearn: 921.4230613\ttotal: 375ms\tremaining: 117ms\n",
      "99:\tlearn: 919.2684884\ttotal: 378ms\tremaining: 113ms\n",
      "100:\tlearn: 916.7090633\ttotal: 382ms\tremaining: 110ms\n",
      "101:\tlearn: 914.5679001\ttotal: 386ms\tremaining: 106ms\n",
      "102:\tlearn: 912.4103623\ttotal: 389ms\tremaining: 102ms\n",
      "103:\tlearn: 910.7778005\ttotal: 392ms\tremaining: 98.1ms\n",
      "104:\tlearn: 908.4245803\ttotal: 396ms\tremaining: 94.4ms\n",
      "105:\tlearn: 906.0204917\ttotal: 400ms\tremaining: 90.5ms\n",
      "106:\tlearn: 904.4623631\ttotal: 403ms\tremaining: 86.7ms\n",
      "107:\tlearn: 902.5379575\ttotal: 407ms\tremaining: 82.8ms\n",
      "108:\tlearn: 900.7313049\ttotal: 410ms\tremaining: 78.9ms\n",
      "109:\tlearn: 898.7169532\ttotal: 413ms\tremaining: 75.1ms\n",
      "110:\tlearn: 896.6376337\ttotal: 417ms\tremaining: 71.3ms\n",
      "111:\tlearn: 895.1097521\ttotal: 420ms\tremaining: 67.5ms\n",
      "112:\tlearn: 893.8814899\ttotal: 423ms\tremaining: 63.6ms\n",
      "113:\tlearn: 891.7925415\ttotal: 426ms\tremaining: 59.8ms\n",
      "114:\tlearn: 889.9719434\ttotal: 430ms\tremaining: 56.1ms\n",
      "115:\tlearn: 887.9828143\ttotal: 433ms\tremaining: 52.3ms\n",
      "116:\tlearn: 886.2642271\ttotal: 437ms\tremaining: 48.5ms\n",
      "117:\tlearn: 884.8332880\ttotal: 441ms\tremaining: 44.8ms\n",
      "118:\tlearn: 883.2555022\ttotal: 444ms\tremaining: 41.1ms\n",
      "119:\tlearn: 881.1971641\ttotal: 448ms\tremaining: 37.3ms\n",
      "120:\tlearn: 879.6401987\ttotal: 451ms\tremaining: 33.5ms\n",
      "121:\tlearn: 877.9523715\ttotal: 455ms\tremaining: 29.8ms\n",
      "122:\tlearn: 876.0599790\ttotal: 458ms\tremaining: 26.1ms\n",
      "123:\tlearn: 874.3470062\ttotal: 462ms\tremaining: 22.4ms\n",
      "124:\tlearn: 872.6029276\ttotal: 465ms\tremaining: 18.6ms\n",
      "125:\tlearn: 871.0087098\ttotal: 469ms\tremaining: 14.9ms\n",
      "126:\tlearn: 869.1106334\ttotal: 473ms\tremaining: 11.2ms\n",
      "127:\tlearn: 867.9282111\ttotal: 476ms\tremaining: 7.44ms\n",
      "128:\tlearn: 866.1821728\ttotal: 479ms\tremaining: 3.72ms\n",
      "129:\tlearn: 864.4863597\ttotal: 483ms\tremaining: 0us\n",
      "0:\tlearn: 1327.2154479\ttotal: 10.7ms\tremaining: 1.38s\n",
      "1:\tlearn: 1319.7839824\ttotal: 16.5ms\tremaining: 1.06s\n",
      "2:\tlearn: 1312.3617027\ttotal: 22.9ms\tremaining: 967ms\n",
      "3:\tlearn: 1304.9438602\ttotal: 28.9ms\tremaining: 911ms\n",
      "4:\tlearn: 1297.3863250\ttotal: 34.7ms\tremaining: 869ms\n",
      "5:\tlearn: 1291.5103684\ttotal: 38ms\tremaining: 786ms\n",
      "6:\tlearn: 1284.0871396\ttotal: 41.8ms\tremaining: 734ms\n",
      "7:\tlearn: 1278.0156568\ttotal: 45.7ms\tremaining: 697ms\n",
      "8:\tlearn: 1270.5112848\ttotal: 49.5ms\tremaining: 665ms\n",
      "9:\tlearn: 1263.5769557\ttotal: 53.5ms\tremaining: 642ms\n",
      "10:\tlearn: 1256.3509846\ttotal: 57.2ms\tremaining: 619ms\n",
      "11:\tlearn: 1249.5292528\ttotal: 61.6ms\tremaining: 606ms\n",
      "12:\tlearn: 1243.1728070\ttotal: 65.4ms\tremaining: 589ms\n",
      "13:\tlearn: 1236.9881954\ttotal: 69.5ms\tremaining: 576ms\n",
      "14:\tlearn: 1231.1108543\ttotal: 73.3ms\tremaining: 562ms\n",
      "15:\tlearn: 1224.5504009\ttotal: 77ms\tremaining: 549ms\n",
      "16:\tlearn: 1218.6319083\ttotal: 80.7ms\tremaining: 537ms\n",
      "17:\tlearn: 1211.9621107\ttotal: 84.7ms\tremaining: 527ms\n",
      "18:\tlearn: 1206.0638531\ttotal: 88.6ms\tremaining: 517ms\n",
      "19:\tlearn: 1200.6280050\ttotal: 92.3ms\tremaining: 508ms\n",
      "20:\tlearn: 1194.6910216\ttotal: 95.9ms\tremaining: 498ms\n",
      "21:\tlearn: 1188.9965647\ttotal: 99.3ms\tremaining: 488ms\n",
      "22:\tlearn: 1182.3395258\ttotal: 103ms\tremaining: 478ms\n",
      "23:\tlearn: 1176.1146721\ttotal: 106ms\tremaining: 469ms\n",
      "24:\tlearn: 1170.0251834\ttotal: 110ms\tremaining: 461ms\n",
      "25:\tlearn: 1163.9084978\ttotal: 113ms\tremaining: 452ms\n",
      "26:\tlearn: 1158.0427722\ttotal: 117ms\tremaining: 446ms\n",
      "27:\tlearn: 1152.4687304\ttotal: 120ms\tremaining: 439ms\n",
      "28:\tlearn: 1147.2186864\ttotal: 124ms\tremaining: 431ms\n",
      "29:\tlearn: 1141.7161945\ttotal: 127ms\tremaining: 425ms\n",
      "30:\tlearn: 1136.8438329\ttotal: 131ms\tremaining: 420ms\n",
      "31:\tlearn: 1132.2950731\ttotal: 134ms\tremaining: 410ms\n",
      "32:\tlearn: 1127.1556923\ttotal: 137ms\tremaining: 403ms\n",
      "33:\tlearn: 1122.3861775\ttotal: 141ms\tremaining: 397ms\n",
      "34:\tlearn: 1117.8152709\ttotal: 144ms\tremaining: 391ms\n",
      "35:\tlearn: 1112.6439435\ttotal: 148ms\tremaining: 386ms\n",
      "36:\tlearn: 1107.5027019\ttotal: 151ms\tremaining: 380ms\n",
      "37:\tlearn: 1102.5312230\ttotal: 155ms\tremaining: 374ms\n",
      "38:\tlearn: 1098.0537754\ttotal: 158ms\tremaining: 369ms\n",
      "39:\tlearn: 1094.5497699\ttotal: 161ms\tremaining: 362ms\n",
      "40:\tlearn: 1089.4471673\ttotal: 164ms\tremaining: 356ms\n",
      "41:\tlearn: 1084.9406931\ttotal: 168ms\tremaining: 351ms\n",
      "42:\tlearn: 1079.9905769\ttotal: 171ms\tremaining: 346ms\n",
      "43:\tlearn: 1075.1484761\ttotal: 175ms\tremaining: 341ms\n",
      "44:\tlearn: 1071.1450614\ttotal: 178ms\tremaining: 336ms\n",
      "45:\tlearn: 1066.9757881\ttotal: 181ms\tremaining: 330ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "46:\tlearn: 1063.0230708\ttotal: 186ms\tremaining: 329ms\n",
      "47:\tlearn: 1058.8337247\ttotal: 191ms\tremaining: 327ms\n",
      "48:\tlearn: 1055.0356379\ttotal: 196ms\tremaining: 324ms\n",
      "49:\tlearn: 1050.5541848\ttotal: 203ms\tremaining: 324ms\n",
      "50:\tlearn: 1046.7426641\ttotal: 208ms\tremaining: 322ms\n",
      "51:\tlearn: 1042.3757935\ttotal: 214ms\tremaining: 321ms\n",
      "52:\tlearn: 1038.2764681\ttotal: 219ms\tremaining: 318ms\n",
      "53:\tlearn: 1034.6623954\ttotal: 223ms\tremaining: 314ms\n",
      "54:\tlearn: 1030.1608227\ttotal: 227ms\tremaining: 309ms\n",
      "55:\tlearn: 1026.3719644\ttotal: 230ms\tremaining: 304ms\n",
      "56:\tlearn: 1022.3427463\ttotal: 233ms\tremaining: 299ms\n",
      "57:\tlearn: 1018.0940012\ttotal: 237ms\tremaining: 295ms\n",
      "58:\tlearn: 1013.9923491\ttotal: 241ms\tremaining: 290ms\n",
      "59:\tlearn: 1010.3360653\ttotal: 244ms\tremaining: 285ms\n",
      "60:\tlearn: 1006.9322598\ttotal: 248ms\tremaining: 280ms\n",
      "61:\tlearn: 1003.6149996\ttotal: 252ms\tremaining: 276ms\n",
      "62:\tlearn: 1000.5642426\ttotal: 255ms\tremaining: 271ms\n",
      "63:\tlearn: 996.9870652\ttotal: 259ms\tremaining: 267ms\n",
      "64:\tlearn: 993.8663513\ttotal: 262ms\tremaining: 262ms\n",
      "65:\tlearn: 991.4121803\ttotal: 266ms\tremaining: 258ms\n",
      "66:\tlearn: 988.1749437\ttotal: 269ms\tremaining: 253ms\n",
      "67:\tlearn: 984.9895901\ttotal: 273ms\tremaining: 248ms\n",
      "68:\tlearn: 981.7158997\ttotal: 276ms\tremaining: 244ms\n",
      "69:\tlearn: 978.0414867\ttotal: 279ms\tremaining: 239ms\n",
      "70:\tlearn: 975.0339845\ttotal: 283ms\tremaining: 235ms\n",
      "71:\tlearn: 971.6913473\ttotal: 287ms\tremaining: 231ms\n",
      "72:\tlearn: 968.3995310\ttotal: 290ms\tremaining: 226ms\n",
      "73:\tlearn: 964.9851441\ttotal: 294ms\tremaining: 222ms\n",
      "74:\tlearn: 961.5760219\ttotal: 298ms\tremaining: 219ms\n",
      "75:\tlearn: 958.5782928\ttotal: 303ms\tremaining: 215ms\n",
      "76:\tlearn: 955.4693999\ttotal: 308ms\tremaining: 212ms\n",
      "77:\tlearn: 952.1766735\ttotal: 312ms\tremaining: 208ms\n",
      "78:\tlearn: 949.0837760\ttotal: 316ms\tremaining: 204ms\n",
      "79:\tlearn: 946.5482042\ttotal: 320ms\tremaining: 200ms\n",
      "80:\tlearn: 944.0826789\ttotal: 323ms\tremaining: 195ms\n",
      "81:\tlearn: 941.2895257\ttotal: 330ms\tremaining: 193ms\n",
      "82:\tlearn: 938.4743664\ttotal: 334ms\tremaining: 189ms\n",
      "83:\tlearn: 935.7726463\ttotal: 337ms\tremaining: 185ms\n",
      "84:\tlearn: 933.4201279\ttotal: 341ms\tremaining: 181ms\n",
      "85:\tlearn: 930.8594544\ttotal: 344ms\tremaining: 176ms\n",
      "86:\tlearn: 928.1956404\ttotal: 348ms\tremaining: 172ms\n",
      "87:\tlearn: 925.5680601\ttotal: 351ms\tremaining: 168ms\n",
      "88:\tlearn: 922.9838492\ttotal: 357ms\tremaining: 164ms\n",
      "89:\tlearn: 920.0483463\ttotal: 362ms\tremaining: 161ms\n",
      "90:\tlearn: 917.2403688\ttotal: 369ms\tremaining: 158ms\n",
      "91:\tlearn: 914.5831990\ttotal: 374ms\tremaining: 154ms\n",
      "92:\tlearn: 912.3061790\ttotal: 379ms\tremaining: 151ms\n",
      "93:\tlearn: 909.9760202\ttotal: 384ms\tremaining: 147ms\n",
      "94:\tlearn: 907.6924724\ttotal: 388ms\tremaining: 143ms\n",
      "95:\tlearn: 905.2488665\ttotal: 392ms\tremaining: 139ms\n",
      "96:\tlearn: 903.0710009\ttotal: 395ms\tremaining: 134ms\n",
      "97:\tlearn: 901.3855470\ttotal: 397ms\tremaining: 130ms\n",
      "98:\tlearn: 899.3185450\ttotal: 401ms\tremaining: 126ms\n",
      "99:\tlearn: 897.2777541\ttotal: 404ms\tremaining: 121ms\n",
      "100:\tlearn: 895.2478810\ttotal: 408ms\tremaining: 117ms\n",
      "101:\tlearn: 893.2098143\ttotal: 411ms\tremaining: 113ms\n",
      "102:\tlearn: 891.3569006\ttotal: 415ms\tremaining: 109ms\n",
      "103:\tlearn: 889.6564341\ttotal: 418ms\tremaining: 105ms\n",
      "104:\tlearn: 887.6620623\ttotal: 422ms\tremaining: 100ms\n",
      "105:\tlearn: 885.3615566\ttotal: 425ms\tremaining: 96.2ms\n",
      "106:\tlearn: 883.9538526\ttotal: 427ms\tremaining: 91.8ms\n",
      "107:\tlearn: 881.9345154\ttotal: 431ms\tremaining: 87.7ms\n",
      "108:\tlearn: 879.9996874\ttotal: 434ms\tremaining: 83.6ms\n",
      "109:\tlearn: 878.0359123\ttotal: 438ms\tremaining: 79.6ms\n",
      "110:\tlearn: 876.0065225\ttotal: 441ms\tremaining: 75.6ms\n",
      "111:\tlearn: 874.5170125\ttotal: 445ms\tremaining: 71.5ms\n",
      "112:\tlearn: 872.9376062\ttotal: 448ms\tremaining: 67.5ms\n",
      "113:\tlearn: 870.9846517\ttotal: 452ms\tremaining: 63.4ms\n",
      "114:\tlearn: 869.2704216\ttotal: 455ms\tremaining: 59.4ms\n",
      "115:\tlearn: 867.7696018\ttotal: 459ms\tremaining: 55.3ms\n",
      "116:\tlearn: 866.2176211\ttotal: 462ms\tremaining: 51.3ms\n",
      "117:\tlearn: 864.8656904\ttotal: 466ms\tremaining: 47.3ms\n",
      "118:\tlearn: 863.2044669\ttotal: 469ms\tremaining: 43.4ms\n",
      "119:\tlearn: 861.2180565\ttotal: 472ms\tremaining: 39.4ms\n",
      "120:\tlearn: 859.6010109\ttotal: 476ms\tremaining: 35.4ms\n",
      "121:\tlearn: 857.9833869\ttotal: 480ms\tremaining: 31.5ms\n",
      "122:\tlearn: 856.3145088\ttotal: 483ms\tremaining: 27.5ms\n",
      "123:\tlearn: 854.4696613\ttotal: 487ms\tremaining: 23.6ms\n",
      "124:\tlearn: 852.8601896\ttotal: 491ms\tremaining: 19.6ms\n",
      "125:\tlearn: 851.3174966\ttotal: 494ms\tremaining: 15.7ms\n",
      "126:\tlearn: 849.8826091\ttotal: 497ms\tremaining: 11.7ms\n",
      "127:\tlearn: 848.1819041\ttotal: 501ms\tremaining: 7.82ms\n",
      "128:\tlearn: 846.3719620\ttotal: 504ms\tremaining: 3.91ms\n",
      "129:\tlearn: 844.6907338\ttotal: 508ms\tremaining: 0us\n",
      "0:\tlearn: 1325.8625936\ttotal: 4.02ms\tremaining: 519ms\n",
      "1:\tlearn: 1318.5656839\ttotal: 8.5ms\tremaining: 544ms\n",
      "2:\tlearn: 1311.3637763\ttotal: 13ms\tremaining: 549ms\n",
      "3:\tlearn: 1304.0309100\ttotal: 18.1ms\tremaining: 569ms\n",
      "4:\tlearn: 1296.4910706\ttotal: 22.2ms\tremaining: 556ms\n",
      "5:\tlearn: 1290.7094162\ttotal: 24.6ms\tremaining: 508ms\n",
      "6:\tlearn: 1283.9531061\ttotal: 28.8ms\tremaining: 506ms\n",
      "7:\tlearn: 1278.3790875\ttotal: 33.6ms\tremaining: 512ms\n",
      "8:\tlearn: 1270.9076548\ttotal: 38.2ms\tremaining: 513ms\n",
      "9:\tlearn: 1263.8924991\ttotal: 42.4ms\tremaining: 508ms\n",
      "10:\tlearn: 1257.4793370\ttotal: 46.1ms\tremaining: 498ms\n",
      "11:\tlearn: 1250.9167626\ttotal: 50ms\tremaining: 492ms\n",
      "12:\tlearn: 1244.2109606\ttotal: 53.7ms\tremaining: 484ms\n",
      "13:\tlearn: 1237.3215505\ttotal: 57.4ms\tremaining: 475ms\n",
      "14:\tlearn: 1231.5878818\ttotal: 61.2ms\tremaining: 469ms\n",
      "15:\tlearn: 1226.4526194\ttotal: 65.2ms\tremaining: 465ms\n",
      "16:\tlearn: 1220.6447894\ttotal: 68.9ms\tremaining: 458ms\n",
      "17:\tlearn: 1213.9461818\ttotal: 72.5ms\tremaining: 451ms\n",
      "18:\tlearn: 1208.5910350\ttotal: 76.2ms\tremaining: 445ms\n",
      "19:\tlearn: 1203.4621169\ttotal: 80.1ms\tremaining: 441ms\n",
      "20:\tlearn: 1197.4983578\ttotal: 83.5ms\tremaining: 433ms\n",
      "21:\tlearn: 1191.6882868\ttotal: 86.8ms\tremaining: 426ms\n",
      "22:\tlearn: 1185.1149852\ttotal: 90.2ms\tremaining: 420ms\n",
      "23:\tlearn: 1178.8530382\ttotal: 94.1ms\tremaining: 416ms\n",
      "24:\tlearn: 1173.7192936\ttotal: 97.5ms\tremaining: 410ms\n",
      "25:\tlearn: 1167.5728938\ttotal: 101ms\tremaining: 403ms\n",
      "26:\tlearn: 1161.6983044\ttotal: 104ms\tremaining: 398ms\n",
      "27:\tlearn: 1156.1194570\ttotal: 108ms\tremaining: 393ms\n",
      "28:\tlearn: 1150.9214689\ttotal: 111ms\tremaining: 388ms\n",
      "29:\tlearn: 1145.2960360\ttotal: 115ms\tremaining: 383ms\n",
      "30:\tlearn: 1140.8407959\ttotal: 118ms\tremaining: 377ms\n",
      "31:\tlearn: 1136.3980469\ttotal: 121ms\tremaining: 370ms\n",
      "32:\tlearn: 1131.2678467\ttotal: 124ms\tremaining: 366ms\n",
      "33:\tlearn: 1126.6560049\ttotal: 128ms\tremaining: 361ms\n",
      "34:\tlearn: 1122.2720092\ttotal: 131ms\tremaining: 356ms\n",
      "35:\tlearn: 1117.0020826\ttotal: 135ms\tremaining: 351ms\n",
      "36:\tlearn: 1112.2380054\ttotal: 137ms\tremaining: 345ms\n",
      "37:\tlearn: 1107.1915764\ttotal: 140ms\tremaining: 340ms\n",
      "38:\tlearn: 1102.4491588\ttotal: 144ms\tremaining: 336ms\n",
      "39:\tlearn: 1097.5191512\ttotal: 147ms\tremaining: 331ms\n",
      "40:\tlearn: 1092.4289963\ttotal: 151ms\tremaining: 327ms\n",
      "41:\tlearn: 1087.7291201\ttotal: 155ms\tremaining: 324ms\n",
      "42:\tlearn: 1082.7005742\ttotal: 158ms\tremaining: 319ms\n",
      "43:\tlearn: 1078.8406661\ttotal: 161ms\tremaining: 315ms\n",
      "44:\tlearn: 1075.2063749\ttotal: 165ms\tremaining: 311ms\n",
      "45:\tlearn: 1071.5087991\ttotal: 168ms\tremaining: 308ms\n",
      "46:\tlearn: 1067.5120002\ttotal: 171ms\tremaining: 302ms\n",
      "47:\tlearn: 1062.9598388\ttotal: 176ms\tremaining: 300ms\n",
      "48:\tlearn: 1058.8299773\ttotal: 180ms\tremaining: 298ms\n",
      "49:\tlearn: 1054.3714423\ttotal: 190ms\tremaining: 304ms\n",
      "50:\tlearn: 1050.3480423\ttotal: 195ms\tremaining: 302ms\n",
      "51:\tlearn: 1046.6393071\ttotal: 200ms\tremaining: 300ms\n",
      "52:\tlearn: 1043.0007823\ttotal: 205ms\tremaining: 298ms\n",
      "53:\tlearn: 1038.6185447\ttotal: 209ms\tremaining: 294ms\n",
      "54:\tlearn: 1034.2314002\ttotal: 213ms\tremaining: 291ms\n",
      "55:\tlearn: 1031.1519983\ttotal: 217ms\tremaining: 286ms\n",
      "56:\tlearn: 1026.9563938\ttotal: 220ms\tremaining: 282ms\n",
      "57:\tlearn: 1023.5126935\ttotal: 223ms\tremaining: 277ms\n",
      "58:\tlearn: 1019.5124473\ttotal: 227ms\tremaining: 273ms\n",
      "59:\tlearn: 1015.3903289\ttotal: 230ms\tremaining: 269ms\n",
      "60:\tlearn: 1012.4040388\ttotal: 234ms\tremaining: 264ms\n",
      "61:\tlearn: 1009.0861296\ttotal: 237ms\tremaining: 260ms\n",
      "62:\tlearn: 1005.5300916\ttotal: 240ms\tremaining: 256ms\n",
      "63:\tlearn: 1001.6125985\ttotal: 244ms\tremaining: 252ms\n",
      "64:\tlearn: 998.2593899\ttotal: 248ms\tremaining: 248ms\n",
      "65:\tlearn: 995.1880858\ttotal: 251ms\tremaining: 243ms\n",
      "66:\tlearn: 992.1022383\ttotal: 254ms\tremaining: 239ms\n",
      "67:\tlearn: 989.2159190\ttotal: 257ms\tremaining: 234ms\n",
      "68:\tlearn: 986.4660230\ttotal: 260ms\tremaining: 230ms\n",
      "69:\tlearn: 983.1857289\ttotal: 264ms\tremaining: 226ms\n",
      "70:\tlearn: 979.9316374\ttotal: 267ms\tremaining: 222ms\n",
      "71:\tlearn: 976.7342100\ttotal: 271ms\tremaining: 218ms\n",
      "72:\tlearn: 973.4634434\ttotal: 275ms\tremaining: 215ms\n",
      "73:\tlearn: 970.4632074\ttotal: 278ms\tremaining: 210ms\n",
      "74:\tlearn: 966.9343733\ttotal: 282ms\tremaining: 207ms\n",
      "75:\tlearn: 963.9903941\ttotal: 285ms\tremaining: 203ms\n",
      "76:\tlearn: 960.9511424\ttotal: 290ms\tremaining: 199ms\n",
      "77:\tlearn: 958.2181980\ttotal: 293ms\tremaining: 195ms\n",
      "78:\tlearn: 955.1560822\ttotal: 296ms\tremaining: 191ms\n",
      "79:\tlearn: 952.0761463\ttotal: 300ms\tremaining: 187ms\n",
      "80:\tlearn: 949.1074640\ttotal: 304ms\tremaining: 184ms\n",
      "81:\tlearn: 946.3400764\ttotal: 307ms\tremaining: 180ms\n",
      "82:\tlearn: 943.3902932\ttotal: 311ms\tremaining: 176ms\n",
      "83:\tlearn: 940.5623045\ttotal: 314ms\tremaining: 172ms\n",
      "84:\tlearn: 938.4467621\ttotal: 318ms\tremaining: 168ms\n",
      "85:\tlearn: 935.5436067\ttotal: 321ms\tremaining: 164ms\n",
      "86:\tlearn: 932.7189092\ttotal: 325ms\tremaining: 160ms\n",
      "87:\tlearn: 930.0316139\ttotal: 328ms\tremaining: 157ms\n",
      "88:\tlearn: 927.0647277\ttotal: 332ms\tremaining: 153ms\n",
      "89:\tlearn: 924.1466591\ttotal: 335ms\tremaining: 149ms\n",
      "90:\tlearn: 921.6263568\ttotal: 338ms\tremaining: 145ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "91:\tlearn: 919.5172439\ttotal: 344ms\tremaining: 142ms\n",
      "92:\tlearn: 917.1523677\ttotal: 349ms\tremaining: 139ms\n",
      "93:\tlearn: 915.2760115\ttotal: 353ms\tremaining: 135ms\n",
      "94:\tlearn: 913.5588139\ttotal: 355ms\tremaining: 131ms\n",
      "95:\tlearn: 910.7028739\ttotal: 360ms\tremaining: 127ms\n",
      "96:\tlearn: 908.3406908\ttotal: 364ms\tremaining: 124ms\n",
      "97:\tlearn: 905.9586948\ttotal: 370ms\tremaining: 121ms\n",
      "98:\tlearn: 904.2756730\ttotal: 374ms\tremaining: 117ms\n",
      "99:\tlearn: 902.2267348\ttotal: 379ms\tremaining: 114ms\n",
      "100:\tlearn: 899.8470139\ttotal: 382ms\tremaining: 110ms\n",
      "101:\tlearn: 897.7401274\ttotal: 386ms\tremaining: 106ms\n",
      "102:\tlearn: 895.8184476\ttotal: 389ms\tremaining: 102ms\n",
      "103:\tlearn: 894.1202824\ttotal: 394ms\tremaining: 98.4ms\n",
      "104:\tlearn: 892.3318088\ttotal: 397ms\tremaining: 94.5ms\n",
      "105:\tlearn: 890.0058306\ttotal: 400ms\tremaining: 90.7ms\n",
      "106:\tlearn: 888.6304271\ttotal: 404ms\tremaining: 86.8ms\n",
      "107:\tlearn: 887.3087633\ttotal: 408ms\tremaining: 83.1ms\n",
      "108:\tlearn: 884.9357063\ttotal: 411ms\tremaining: 79.2ms\n",
      "109:\tlearn: 882.8583925\ttotal: 415ms\tremaining: 75.4ms\n",
      "110:\tlearn: 881.0120235\ttotal: 418ms\tremaining: 71.6ms\n",
      "111:\tlearn: 879.5426899\ttotal: 422ms\tremaining: 67.8ms\n",
      "112:\tlearn: 878.3700028\ttotal: 424ms\tremaining: 63.8ms\n",
      "113:\tlearn: 876.2170212\ttotal: 428ms\tremaining: 60.1ms\n",
      "114:\tlearn: 874.4198511\ttotal: 432ms\tremaining: 56.3ms\n",
      "115:\tlearn: 872.5879558\ttotal: 435ms\tremaining: 52.5ms\n",
      "116:\tlearn: 870.8916865\ttotal: 439ms\tremaining: 48.8ms\n",
      "117:\tlearn: 869.2833872\ttotal: 442ms\tremaining: 45ms\n",
      "118:\tlearn: 867.8765508\ttotal: 446ms\tremaining: 41.2ms\n",
      "119:\tlearn: 865.7875428\ttotal: 449ms\tremaining: 37.4ms\n",
      "120:\tlearn: 864.0453904\ttotal: 453ms\tremaining: 33.7ms\n",
      "121:\tlearn: 862.8626614\ttotal: 462ms\tremaining: 30.3ms\n",
      "122:\tlearn: 861.0153367\ttotal: 465ms\tremaining: 26.5ms\n",
      "123:\tlearn: 859.4163802\ttotal: 469ms\tremaining: 22.7ms\n",
      "124:\tlearn: 857.3504175\ttotal: 473ms\tremaining: 18.9ms\n",
      "125:\tlearn: 855.7337017\ttotal: 476ms\tremaining: 15.1ms\n",
      "126:\tlearn: 853.7589138\ttotal: 479ms\tremaining: 11.3ms\n",
      "127:\tlearn: 852.4479764\ttotal: 483ms\tremaining: 7.55ms\n",
      "128:\tlearn: 850.5815928\ttotal: 487ms\tremaining: 3.77ms\n",
      "129:\tlearn: 848.7786613\ttotal: 490ms\tremaining: 0us\n",
      "0:\tlearn: 1322.7437636\ttotal: 6.76ms\tremaining: 872ms\n",
      "1:\tlearn: 1315.5843742\ttotal: 13.7ms\tremaining: 876ms\n",
      "2:\tlearn: 1308.3593476\ttotal: 22.7ms\tremaining: 960ms\n",
      "3:\tlearn: 1300.9873277\ttotal: 33.8ms\tremaining: 1.06s\n",
      "4:\tlearn: 1292.8756817\ttotal: 42.2ms\tremaining: 1.05s\n",
      "5:\tlearn: 1287.0869317\ttotal: 44.1ms\tremaining: 912ms\n",
      "6:\tlearn: 1280.3923743\ttotal: 47.6ms\tremaining: 837ms\n",
      "7:\tlearn: 1273.4786336\ttotal: 51.3ms\tremaining: 783ms\n",
      "8:\tlearn: 1266.0979287\ttotal: 55.1ms\tremaining: 740ms\n",
      "9:\tlearn: 1259.1286882\ttotal: 58.7ms\tremaining: 704ms\n",
      "10:\tlearn: 1252.8631662\ttotal: 62.2ms\tremaining: 672ms\n",
      "11:\tlearn: 1246.1273744\ttotal: 65.8ms\tremaining: 648ms\n",
      "12:\tlearn: 1239.6539677\ttotal: 69.4ms\tremaining: 624ms\n",
      "13:\tlearn: 1233.5847790\ttotal: 73.2ms\tremaining: 606ms\n",
      "14:\tlearn: 1227.8188905\ttotal: 76.9ms\tremaining: 589ms\n",
      "15:\tlearn: 1221.6314147\ttotal: 80.5ms\tremaining: 573ms\n",
      "16:\tlearn: 1215.6572237\ttotal: 84.3ms\tremaining: 560ms\n",
      "17:\tlearn: 1209.2001643\ttotal: 88.9ms\tremaining: 553ms\n",
      "18:\tlearn: 1202.9020314\ttotal: 92.2ms\tremaining: 538ms\n",
      "19:\tlearn: 1197.5013215\ttotal: 95.5ms\tremaining: 525ms\n",
      "20:\tlearn: 1191.4681296\ttotal: 99.1ms\tremaining: 514ms\n",
      "21:\tlearn: 1185.6480140\ttotal: 114ms\tremaining: 559ms\n",
      "22:\tlearn: 1179.6116040\ttotal: 117ms\tremaining: 546ms\n",
      "23:\tlearn: 1173.3069548\ttotal: 121ms\tremaining: 534ms\n",
      "24:\tlearn: 1168.3015743\ttotal: 124ms\tremaining: 522ms\n",
      "25:\tlearn: 1162.2380698\ttotal: 128ms\tremaining: 512ms\n",
      "26:\tlearn: 1157.4576424\ttotal: 132ms\tremaining: 503ms\n",
      "27:\tlearn: 1151.7462147\ttotal: 135ms\tremaining: 493ms\n",
      "28:\tlearn: 1146.4718067\ttotal: 139ms\tremaining: 483ms\n",
      "29:\tlearn: 1141.6555802\ttotal: 142ms\tremaining: 473ms\n",
      "30:\tlearn: 1136.9484536\ttotal: 145ms\tremaining: 464ms\n",
      "31:\tlearn: 1132.5214255\ttotal: 148ms\tremaining: 453ms\n",
      "32:\tlearn: 1127.1767470\ttotal: 151ms\tremaining: 444ms\n",
      "33:\tlearn: 1122.4134645\ttotal: 155ms\tremaining: 436ms\n",
      "34:\tlearn: 1117.4642452\ttotal: 158ms\tremaining: 430ms\n",
      "35:\tlearn: 1112.3333656\ttotal: 162ms\tremaining: 422ms\n",
      "36:\tlearn: 1107.5761751\ttotal: 164ms\tremaining: 413ms\n",
      "37:\tlearn: 1102.3861555\ttotal: 168ms\tremaining: 406ms\n",
      "38:\tlearn: 1097.7122476\ttotal: 171ms\tremaining: 399ms\n",
      "39:\tlearn: 1092.9702676\ttotal: 175ms\tremaining: 393ms\n",
      "40:\tlearn: 1088.0338474\ttotal: 178ms\tremaining: 387ms\n",
      "41:\tlearn: 1083.9338673\ttotal: 184ms\tremaining: 386ms\n",
      "42:\tlearn: 1079.9943927\ttotal: 189ms\tremaining: 383ms\n",
      "43:\tlearn: 1075.0656179\ttotal: 194ms\tremaining: 379ms\n",
      "44:\tlearn: 1070.5367710\ttotal: 198ms\tremaining: 375ms\n",
      "45:\tlearn: 1066.2660312\ttotal: 203ms\tremaining: 371ms\n",
      "46:\tlearn: 1062.4213780\ttotal: 206ms\tremaining: 365ms\n",
      "47:\tlearn: 1058.2137093\ttotal: 210ms\tremaining: 358ms\n",
      "48:\tlearn: 1054.0599359\ttotal: 213ms\tremaining: 353ms\n",
      "49:\tlearn: 1049.6779017\ttotal: 217ms\tremaining: 347ms\n",
      "50:\tlearn: 1045.9210111\ttotal: 220ms\tremaining: 342ms\n",
      "51:\tlearn: 1042.0064642\ttotal: 224ms\tremaining: 336ms\n",
      "52:\tlearn: 1037.8031951\ttotal: 227ms\tremaining: 330ms\n",
      "53:\tlearn: 1033.6077751\ttotal: 231ms\tremaining: 325ms\n",
      "54:\tlearn: 1029.4923350\ttotal: 235ms\tremaining: 320ms\n",
      "55:\tlearn: 1025.7451520\ttotal: 238ms\tremaining: 315ms\n",
      "56:\tlearn: 1021.4743807\ttotal: 241ms\tremaining: 309ms\n",
      "57:\tlearn: 1017.3156753\ttotal: 245ms\tremaining: 304ms\n",
      "58:\tlearn: 1013.5516565\ttotal: 249ms\tremaining: 299ms\n",
      "59:\tlearn: 1009.9249428\ttotal: 252ms\tremaining: 294ms\n",
      "60:\tlearn: 1006.6389961\ttotal: 256ms\tremaining: 289ms\n",
      "61:\tlearn: 1003.2759304\ttotal: 259ms\tremaining: 284ms\n",
      "62:\tlearn: 1000.5145699\ttotal: 263ms\tremaining: 279ms\n",
      "63:\tlearn: 996.7929762\ttotal: 266ms\tremaining: 274ms\n",
      "64:\tlearn: 993.1495284\ttotal: 270ms\tremaining: 270ms\n",
      "65:\tlearn: 990.1339177\ttotal: 273ms\tremaining: 265ms\n",
      "66:\tlearn: 986.8172632\ttotal: 276ms\tremaining: 260ms\n",
      "67:\tlearn: 983.9482266\ttotal: 280ms\tremaining: 255ms\n",
      "68:\tlearn: 980.7614863\ttotal: 283ms\tremaining: 250ms\n",
      "69:\tlearn: 977.2226596\ttotal: 287ms\tremaining: 246ms\n",
      "70:\tlearn: 974.1973033\ttotal: 290ms\tremaining: 241ms\n",
      "71:\tlearn: 971.0208758\ttotal: 294ms\tremaining: 237ms\n",
      "72:\tlearn: 967.7820548\ttotal: 297ms\tremaining: 232ms\n",
      "73:\tlearn: 964.6061944\ttotal: 301ms\tremaining: 228ms\n",
      "74:\tlearn: 961.2818569\ttotal: 304ms\tremaining: 223ms\n",
      "75:\tlearn: 958.7650525\ttotal: 308ms\tremaining: 219ms\n",
      "76:\tlearn: 955.7117662\ttotal: 311ms\tremaining: 214ms\n",
      "77:\tlearn: 952.4673410\ttotal: 315ms\tremaining: 210ms\n",
      "78:\tlearn: 950.1222326\ttotal: 318ms\tremaining: 205ms\n",
      "79:\tlearn: 947.5199589\ttotal: 321ms\tremaining: 201ms\n",
      "80:\tlearn: 944.9447376\ttotal: 325ms\tremaining: 197ms\n",
      "81:\tlearn: 942.1488892\ttotal: 329ms\tremaining: 192ms\n",
      "82:\tlearn: 939.3079201\ttotal: 332ms\tremaining: 188ms\n",
      "83:\tlearn: 936.8781748\ttotal: 335ms\tremaining: 184ms\n",
      "84:\tlearn: 934.5214941\ttotal: 339ms\tremaining: 180ms\n",
      "85:\tlearn: 932.2197315\ttotal: 342ms\tremaining: 175ms\n",
      "86:\tlearn: 929.5491970\ttotal: 347ms\tremaining: 172ms\n",
      "87:\tlearn: 926.8304274\ttotal: 353ms\tremaining: 168ms\n",
      "88:\tlearn: 924.0223730\ttotal: 357ms\tremaining: 165ms\n",
      "89:\tlearn: 921.2228855\ttotal: 362ms\tremaining: 161ms\n",
      "90:\tlearn: 918.8803866\ttotal: 369ms\tremaining: 158ms\n",
      "91:\tlearn: 916.7732134\ttotal: 375ms\tremaining: 155ms\n",
      "92:\tlearn: 914.4602119\ttotal: 378ms\tremaining: 150ms\n",
      "93:\tlearn: 912.3611011\ttotal: 381ms\tremaining: 146ms\n",
      "94:\tlearn: 910.6576550\ttotal: 384ms\tremaining: 142ms\n",
      "95:\tlearn: 907.8454631\ttotal: 388ms\tremaining: 137ms\n",
      "96:\tlearn: 905.4655624\ttotal: 391ms\tremaining: 133ms\n",
      "97:\tlearn: 903.0515593\ttotal: 394ms\tremaining: 129ms\n",
      "98:\tlearn: 901.3529462\ttotal: 398ms\tremaining: 125ms\n",
      "99:\tlearn: 899.1471274\ttotal: 402ms\tremaining: 121ms\n",
      "100:\tlearn: 896.6851728\ttotal: 405ms\tremaining: 116ms\n",
      "101:\tlearn: 894.5555388\ttotal: 409ms\tremaining: 112ms\n",
      "102:\tlearn: 892.5995127\ttotal: 412ms\tremaining: 108ms\n",
      "103:\tlearn: 890.8269641\ttotal: 416ms\tremaining: 104ms\n",
      "104:\tlearn: 888.5387200\ttotal: 419ms\tremaining: 99.8ms\n",
      "105:\tlearn: 886.3111485\ttotal: 423ms\tremaining: 95.7ms\n",
      "106:\tlearn: 884.7702640\ttotal: 426ms\tremaining: 91.6ms\n",
      "107:\tlearn: 883.3833666\ttotal: 430ms\tremaining: 87.6ms\n",
      "108:\tlearn: 881.1467470\ttotal: 433ms\tremaining: 83.5ms\n",
      "109:\tlearn: 879.2921502\ttotal: 437ms\tremaining: 79.4ms\n",
      "110:\tlearn: 877.5327439\ttotal: 440ms\tremaining: 75.4ms\n",
      "111:\tlearn: 876.1866476\ttotal: 444ms\tremaining: 71.4ms\n",
      "112:\tlearn: 874.9917699\ttotal: 446ms\tremaining: 67.1ms\n",
      "113:\tlearn: 872.8794706\ttotal: 450ms\tremaining: 63.1ms\n",
      "114:\tlearn: 870.9481399\ttotal: 453ms\tremaining: 59.1ms\n",
      "115:\tlearn: 869.1482848\ttotal: 457ms\tremaining: 55.1ms\n",
      "116:\tlearn: 867.5225102\ttotal: 460ms\tremaining: 51.2ms\n",
      "117:\tlearn: 865.9694237\ttotal: 464ms\tremaining: 47.2ms\n",
      "118:\tlearn: 863.9805251\ttotal: 467ms\tremaining: 43.2ms\n",
      "119:\tlearn: 861.9885750\ttotal: 471ms\tremaining: 39.2ms\n",
      "120:\tlearn: 860.3004187\ttotal: 475ms\tremaining: 35.3ms\n",
      "121:\tlearn: 858.7082148\ttotal: 478ms\tremaining: 31.3ms\n",
      "122:\tlearn: 856.9631610\ttotal: 481ms\tremaining: 27.4ms\n",
      "123:\tlearn: 855.3855299\ttotal: 485ms\tremaining: 23.5ms\n",
      "124:\tlearn: 853.8285146\ttotal: 488ms\tremaining: 19.5ms\n",
      "125:\tlearn: 852.1652150\ttotal: 491ms\tremaining: 15.6ms\n",
      "126:\tlearn: 850.7942696\ttotal: 494ms\tremaining: 11.7ms\n",
      "127:\tlearn: 849.5321422\ttotal: 498ms\tremaining: 7.78ms\n",
      "128:\tlearn: 848.1566179\ttotal: 501ms\tremaining: 3.88ms\n",
      "129:\tlearn: 846.5515496\ttotal: 505ms\tremaining: 0us\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:\tlearn: 1339.2217826\ttotal: 5.59ms\tremaining: 1.11s\n",
      "1:\tlearn: 1331.8199935\ttotal: 11.4ms\tremaining: 1.13s\n",
      "2:\tlearn: 1324.5674054\ttotal: 17.3ms\tremaining: 1.14s\n",
      "3:\tlearn: 1317.0565956\ttotal: 22.8ms\tremaining: 1.12s\n",
      "4:\tlearn: 1309.3256077\ttotal: 28.4ms\tremaining: 1.11s\n",
      "5:\tlearn: 1303.4354270\ttotal: 31.4ms\tremaining: 1.01s\n",
      "6:\tlearn: 1296.4711299\ttotal: 36.8ms\tremaining: 1.01s\n",
      "7:\tlearn: 1289.5656209\ttotal: 40.6ms\tremaining: 975ms\n",
      "8:\tlearn: 1281.9412276\ttotal: 44.4ms\tremaining: 942ms\n",
      "9:\tlearn: 1275.0003561\ttotal: 48.6ms\tremaining: 923ms\n",
      "10:\tlearn: 1268.5659620\ttotal: 52.3ms\tremaining: 899ms\n",
      "11:\tlearn: 1261.2630024\ttotal: 56.1ms\tremaining: 880ms\n",
      "12:\tlearn: 1254.3558583\ttotal: 59.9ms\tremaining: 862ms\n",
      "13:\tlearn: 1247.9953213\ttotal: 64ms\tremaining: 850ms\n",
      "14:\tlearn: 1241.4767974\ttotal: 67.8ms\tremaining: 836ms\n",
      "15:\tlearn: 1235.2871223\ttotal: 71.6ms\tremaining: 823ms\n",
      "16:\tlearn: 1229.4329224\ttotal: 75.4ms\tremaining: 812ms\n",
      "17:\tlearn: 1222.7415379\ttotal: 79.5ms\tremaining: 803ms\n",
      "18:\tlearn: 1216.7949190\ttotal: 83.3ms\tremaining: 794ms\n",
      "19:\tlearn: 1211.2216603\ttotal: 86.7ms\tremaining: 781ms\n",
      "20:\tlearn: 1205.1090804\ttotal: 90.1ms\tremaining: 768ms\n",
      "21:\tlearn: 1199.2484839\ttotal: 93.5ms\tremaining: 757ms\n",
      "22:\tlearn: 1193.4690278\ttotal: 97.1ms\tremaining: 747ms\n",
      "23:\tlearn: 1187.2144001\ttotal: 101ms\tremaining: 738ms\n",
      "24:\tlearn: 1181.9876123\ttotal: 104ms\tremaining: 728ms\n",
      "25:\tlearn: 1175.8414448\ttotal: 107ms\tremaining: 719ms\n",
      "26:\tlearn: 1169.8811771\ttotal: 111ms\tremaining: 714ms\n",
      "27:\tlearn: 1164.1295013\ttotal: 115ms\tremaining: 708ms\n",
      "28:\tlearn: 1158.9299125\ttotal: 119ms\tremaining: 701ms\n",
      "29:\tlearn: 1153.0468874\ttotal: 122ms\tremaining: 693ms\n",
      "30:\tlearn: 1148.3874147\ttotal: 126ms\tremaining: 688ms\n",
      "31:\tlearn: 1143.8947316\ttotal: 129ms\tremaining: 678ms\n",
      "32:\tlearn: 1138.9841164\ttotal: 132ms\tremaining: 670ms\n",
      "33:\tlearn: 1134.1954238\ttotal: 136ms\tremaining: 663ms\n",
      "34:\tlearn: 1128.7764146\ttotal: 140ms\tremaining: 658ms\n",
      "35:\tlearn: 1123.4456697\ttotal: 147ms\tremaining: 670ms\n",
      "36:\tlearn: 1118.5908406\ttotal: 150ms\tremaining: 659ms\n",
      "37:\tlearn: 1113.2546952\ttotal: 153ms\tremaining: 652ms\n",
      "38:\tlearn: 1108.1845419\ttotal: 157ms\tremaining: 648ms\n",
      "39:\tlearn: 1103.3563288\ttotal: 160ms\tremaining: 641ms\n",
      "40:\tlearn: 1098.2381264\ttotal: 164ms\tremaining: 635ms\n",
      "41:\tlearn: 1093.9877058\ttotal: 167ms\tremaining: 629ms\n",
      "42:\tlearn: 1089.4882805\ttotal: 171ms\tremaining: 626ms\n",
      "43:\tlearn: 1084.8711234\ttotal: 176ms\tremaining: 625ms\n",
      "44:\tlearn: 1081.0484216\ttotal: 181ms\tremaining: 622ms\n",
      "45:\tlearn: 1076.4221084\ttotal: 186ms\tremaining: 623ms\n",
      "46:\tlearn: 1071.6367611\ttotal: 191ms\tremaining: 620ms\n",
      "47:\tlearn: 1067.3003538\ttotal: 196ms\tremaining: 619ms\n",
      "48:\tlearn: 1063.2684002\ttotal: 202ms\tremaining: 623ms\n",
      "49:\tlearn: 1058.6902554\ttotal: 206ms\tremaining: 617ms\n",
      "50:\tlearn: 1055.2896505\ttotal: 209ms\tremaining: 610ms\n",
      "51:\tlearn: 1051.1155644\ttotal: 213ms\tremaining: 605ms\n",
      "52:\tlearn: 1047.5830259\ttotal: 217ms\tremaining: 603ms\n",
      "53:\tlearn: 1043.4305113\ttotal: 221ms\tremaining: 597ms\n",
      "54:\tlearn: 1040.0816183\ttotal: 224ms\tremaining: 591ms\n",
      "55:\tlearn: 1035.4587293\ttotal: 228ms\tremaining: 586ms\n",
      "56:\tlearn: 1031.2085524\ttotal: 232ms\tremaining: 581ms\n",
      "57:\tlearn: 1027.5283955\ttotal: 235ms\tremaining: 576ms\n",
      "58:\tlearn: 1023.3782740\ttotal: 239ms\tremaining: 570ms\n",
      "59:\tlearn: 1019.2243104\ttotal: 242ms\tremaining: 565ms\n",
      "60:\tlearn: 1016.1772557\ttotal: 246ms\tremaining: 560ms\n",
      "61:\tlearn: 1012.4141496\ttotal: 249ms\tremaining: 555ms\n",
      "62:\tlearn: 1008.8306737\ttotal: 253ms\tremaining: 550ms\n",
      "63:\tlearn: 1005.1612355\ttotal: 256ms\tremaining: 544ms\n",
      "64:\tlearn: 1001.6856882\ttotal: 260ms\tremaining: 540ms\n",
      "65:\tlearn: 998.0640575\ttotal: 264ms\tremaining: 535ms\n",
      "66:\tlearn: 994.4998211\ttotal: 267ms\tremaining: 530ms\n",
      "67:\tlearn: 991.0087064\ttotal: 270ms\tremaining: 525ms\n",
      "68:\tlearn: 988.2442633\ttotal: 274ms\tremaining: 521ms\n",
      "69:\tlearn: 984.8342150\ttotal: 278ms\tremaining: 516ms\n",
      "70:\tlearn: 981.7132005\ttotal: 281ms\tremaining: 511ms\n",
      "71:\tlearn: 978.4727229\ttotal: 285ms\tremaining: 506ms\n",
      "72:\tlearn: 975.2287554\ttotal: 288ms\tremaining: 501ms\n",
      "73:\tlearn: 972.6241142\ttotal: 291ms\tremaining: 495ms\n",
      "74:\tlearn: 970.0479090\ttotal: 294ms\tremaining: 491ms\n",
      "75:\tlearn: 966.6727869\ttotal: 299ms\tremaining: 487ms\n",
      "76:\tlearn: 963.6288952\ttotal: 305ms\tremaining: 487ms\n",
      "77:\tlearn: 960.9295070\ttotal: 310ms\tremaining: 484ms\n",
      "78:\tlearn: 957.9780563\ttotal: 313ms\tremaining: 480ms\n",
      "79:\tlearn: 954.6474094\ttotal: 317ms\tremaining: 476ms\n",
      "80:\tlearn: 951.5333613\ttotal: 321ms\tremaining: 472ms\n",
      "81:\tlearn: 948.5532837\ttotal: 325ms\tremaining: 467ms\n",
      "82:\tlearn: 945.7416914\ttotal: 328ms\tremaining: 463ms\n",
      "83:\tlearn: 942.7090410\ttotal: 332ms\tremaining: 458ms\n",
      "84:\tlearn: 940.3736216\ttotal: 336ms\tremaining: 454ms\n",
      "85:\tlearn: 937.7728439\ttotal: 339ms\tremaining: 450ms\n",
      "86:\tlearn: 935.1518174\ttotal: 344ms\tremaining: 447ms\n",
      "87:\tlearn: 932.4960796\ttotal: 349ms\tremaining: 444ms\n",
      "88:\tlearn: 930.0870751\ttotal: 354ms\tremaining: 442ms\n",
      "89:\tlearn: 927.5667301\ttotal: 359ms\tremaining: 439ms\n",
      "90:\tlearn: 925.1727438\ttotal: 364ms\tremaining: 436ms\n",
      "91:\tlearn: 922.7873503\ttotal: 369ms\tremaining: 433ms\n",
      "92:\tlearn: 921.3116676\ttotal: 371ms\tremaining: 427ms\n",
      "93:\tlearn: 919.0872419\ttotal: 375ms\tremaining: 423ms\n",
      "94:\tlearn: 916.8895724\ttotal: 377ms\tremaining: 417ms\n",
      "95:\tlearn: 914.1801432\ttotal: 381ms\tremaining: 413ms\n",
      "96:\tlearn: 911.9147514\ttotal: 384ms\tremaining: 408ms\n",
      "97:\tlearn: 909.8449913\ttotal: 388ms\tremaining: 404ms\n",
      "98:\tlearn: 908.0731298\ttotal: 391ms\tremaining: 399ms\n",
      "99:\tlearn: 905.8467562\ttotal: 395ms\tremaining: 395ms\n",
      "100:\tlearn: 903.6724634\ttotal: 398ms\tremaining: 391ms\n",
      "101:\tlearn: 901.3153386\ttotal: 402ms\tremaining: 386ms\n",
      "102:\tlearn: 899.3537470\ttotal: 405ms\tremaining: 382ms\n",
      "103:\tlearn: 897.5806225\ttotal: 409ms\tremaining: 378ms\n",
      "104:\tlearn: 895.5360898\ttotal: 413ms\tremaining: 373ms\n",
      "105:\tlearn: 893.2229378\ttotal: 416ms\tremaining: 369ms\n",
      "106:\tlearn: 891.9767447\ttotal: 418ms\tremaining: 363ms\n",
      "107:\tlearn: 889.8541972\ttotal: 423ms\tremaining: 360ms\n",
      "108:\tlearn: 887.9319208\ttotal: 426ms\tremaining: 356ms\n",
      "109:\tlearn: 886.3408559\ttotal: 430ms\tremaining: 351ms\n",
      "110:\tlearn: 884.3355102\ttotal: 433ms\tremaining: 347ms\n",
      "111:\tlearn: 882.7576163\ttotal: 437ms\tremaining: 343ms\n",
      "112:\tlearn: 881.2631109\ttotal: 440ms\tremaining: 339ms\n",
      "113:\tlearn: 879.4715159\ttotal: 444ms\tremaining: 335ms\n",
      "114:\tlearn: 877.6816894\ttotal: 447ms\tremaining: 331ms\n",
      "115:\tlearn: 875.8206826\ttotal: 453ms\tremaining: 328ms\n",
      "116:\tlearn: 874.5051697\ttotal: 457ms\tremaining: 324ms\n",
      "117:\tlearn: 872.9173908\ttotal: 460ms\tremaining: 320ms\n",
      "118:\tlearn: 871.2352330\ttotal: 464ms\tremaining: 316ms\n",
      "119:\tlearn: 869.3095457\ttotal: 468ms\tremaining: 312ms\n",
      "120:\tlearn: 867.9722832\ttotal: 471ms\tremaining: 308ms\n",
      "121:\tlearn: 866.3557902\ttotal: 475ms\tremaining: 303ms\n",
      "122:\tlearn: 864.5793112\ttotal: 478ms\tremaining: 299ms\n",
      "123:\tlearn: 862.8172405\ttotal: 482ms\tremaining: 295ms\n",
      "124:\tlearn: 860.8695211\ttotal: 485ms\tremaining: 291ms\n",
      "125:\tlearn: 859.1426124\ttotal: 489ms\tremaining: 287ms\n",
      "126:\tlearn: 857.7068838\ttotal: 492ms\tremaining: 283ms\n",
      "127:\tlearn: 856.4033828\ttotal: 496ms\tremaining: 279ms\n",
      "128:\tlearn: 854.7595517\ttotal: 499ms\tremaining: 275ms\n",
      "129:\tlearn: 853.0434252\ttotal: 503ms\tremaining: 271ms\n",
      "130:\tlearn: 851.6883818\ttotal: 506ms\tremaining: 267ms\n",
      "131:\tlearn: 850.0301716\ttotal: 512ms\tremaining: 264ms\n",
      "132:\tlearn: 848.3946229\ttotal: 520ms\tremaining: 262ms\n",
      "133:\tlearn: 846.7770901\ttotal: 524ms\tremaining: 258ms\n",
      "134:\tlearn: 845.3837339\ttotal: 530ms\tremaining: 255ms\n",
      "135:\tlearn: 844.0227524\ttotal: 534ms\tremaining: 251ms\n",
      "136:\tlearn: 842.9105164\ttotal: 538ms\tremaining: 248ms\n",
      "137:\tlearn: 841.4647691\ttotal: 544ms\tremaining: 244ms\n",
      "138:\tlearn: 839.9485749\ttotal: 547ms\tremaining: 240ms\n",
      "139:\tlearn: 838.5304261\ttotal: 551ms\tremaining: 236ms\n",
      "140:\tlearn: 837.2283461\ttotal: 554ms\tremaining: 232ms\n",
      "141:\tlearn: 835.7546978\ttotal: 558ms\tremaining: 228ms\n",
      "142:\tlearn: 834.2402345\ttotal: 562ms\tremaining: 224ms\n",
      "143:\tlearn: 832.6614677\ttotal: 565ms\tremaining: 220ms\n",
      "144:\tlearn: 831.3944969\ttotal: 569ms\tremaining: 216ms\n",
      "145:\tlearn: 830.4263078\ttotal: 571ms\tremaining: 211ms\n",
      "146:\tlearn: 828.8232135\ttotal: 575ms\tremaining: 207ms\n",
      "147:\tlearn: 827.5895770\ttotal: 578ms\tremaining: 203ms\n",
      "148:\tlearn: 826.3869765\ttotal: 582ms\tremaining: 199ms\n",
      "149:\tlearn: 825.2049559\ttotal: 585ms\tremaining: 195ms\n",
      "150:\tlearn: 823.9010144\ttotal: 589ms\tremaining: 191ms\n",
      "151:\tlearn: 822.8023187\ttotal: 593ms\tremaining: 187ms\n",
      "152:\tlearn: 821.6910634\ttotal: 596ms\tremaining: 183ms\n",
      "153:\tlearn: 820.6084236\ttotal: 600ms\tremaining: 179ms\n",
      "154:\tlearn: 819.4709318\ttotal: 604ms\tremaining: 175ms\n",
      "155:\tlearn: 818.6493335\ttotal: 607ms\tremaining: 171ms\n",
      "156:\tlearn: 817.7218505\ttotal: 610ms\tremaining: 167ms\n",
      "157:\tlearn: 816.6255841\ttotal: 614ms\tremaining: 163ms\n",
      "158:\tlearn: 815.3833284\ttotal: 617ms\tremaining: 159ms\n",
      "159:\tlearn: 814.5907834\ttotal: 621ms\tremaining: 155ms\n",
      "160:\tlearn: 813.4779959\ttotal: 625ms\tremaining: 151ms\n",
      "161:\tlearn: 812.7850283\ttotal: 628ms\tremaining: 147ms\n",
      "162:\tlearn: 812.0431424\ttotal: 632ms\tremaining: 143ms\n",
      "163:\tlearn: 811.1012840\ttotal: 635ms\tremaining: 139ms\n",
      "164:\tlearn: 810.1833273\ttotal: 638ms\tremaining: 135ms\n",
      "165:\tlearn: 809.1268883\ttotal: 642ms\tremaining: 131ms\n",
      "166:\tlearn: 808.4942984\ttotal: 644ms\tremaining: 127ms\n",
      "167:\tlearn: 807.7819793\ttotal: 647ms\tremaining: 123ms\n",
      "168:\tlearn: 806.8214482\ttotal: 650ms\tremaining: 119ms\n",
      "169:\tlearn: 805.7815542\ttotal: 654ms\tremaining: 115ms\n",
      "170:\tlearn: 804.8963933\ttotal: 657ms\tremaining: 111ms\n",
      "171:\tlearn: 804.0673401\ttotal: 661ms\tremaining: 108ms\n",
      "172:\tlearn: 803.2521953\ttotal: 664ms\tremaining: 104ms\n",
      "173:\tlearn: 802.3426813\ttotal: 668ms\tremaining: 99.8ms\n",
      "174:\tlearn: 801.5714636\ttotal: 671ms\tremaining: 95.9ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "175:\tlearn: 800.7995048\ttotal: 677ms\tremaining: 92.3ms\n",
      "176:\tlearn: 799.9537031\ttotal: 681ms\tremaining: 88.5ms\n",
      "177:\tlearn: 799.3036022\ttotal: 686ms\tremaining: 84.8ms\n",
      "178:\tlearn: 798.3995034\ttotal: 691ms\tremaining: 81ms\n",
      "179:\tlearn: 797.6290242\ttotal: 695ms\tremaining: 77.3ms\n",
      "180:\tlearn: 796.7237309\ttotal: 701ms\tremaining: 73.6ms\n",
      "181:\tlearn: 796.0829508\ttotal: 707ms\tremaining: 69.9ms\n",
      "182:\tlearn: 795.1986036\ttotal: 710ms\tremaining: 66ms\n",
      "183:\tlearn: 794.4963922\ttotal: 714ms\tremaining: 62.1ms\n",
      "184:\tlearn: 793.8641190\ttotal: 716ms\tremaining: 58.1ms\n",
      "185:\tlearn: 793.1151767\ttotal: 721ms\tremaining: 54.2ms\n",
      "186:\tlearn: 792.1410535\ttotal: 724ms\tremaining: 50.3ms\n",
      "187:\tlearn: 791.3417546\ttotal: 728ms\tremaining: 46.4ms\n",
      "188:\tlearn: 790.5069903\ttotal: 731ms\tremaining: 42.5ms\n",
      "189:\tlearn: 789.9782063\ttotal: 733ms\tremaining: 38.6ms\n",
      "190:\tlearn: 789.3389413\ttotal: 737ms\tremaining: 34.7ms\n",
      "191:\tlearn: 788.4557615\ttotal: 740ms\tremaining: 30.8ms\n",
      "192:\tlearn: 787.6293960\ttotal: 744ms\tremaining: 27ms\n",
      "193:\tlearn: 786.6699289\ttotal: 747ms\tremaining: 23.1ms\n",
      "194:\tlearn: 785.8098850\ttotal: 751ms\tremaining: 19.2ms\n",
      "195:\tlearn: 785.1848026\ttotal: 754ms\tremaining: 15.4ms\n",
      "196:\tlearn: 784.6474954\ttotal: 757ms\tremaining: 11.5ms\n",
      "197:\tlearn: 784.0645120\ttotal: 761ms\tremaining: 7.68ms\n",
      "198:\tlearn: 783.4523029\ttotal: 764ms\tremaining: 3.84ms\n",
      "199:\tlearn: 782.5278587\ttotal: 768ms\tremaining: 0us\n",
      "0:\tlearn: 1359.5767778\ttotal: 3.26ms\tremaining: 648ms\n",
      "1:\tlearn: 1352.0670280\ttotal: 7.03ms\tremaining: 696ms\n",
      "2:\tlearn: 1344.7065533\ttotal: 10.7ms\tremaining: 703ms\n",
      "3:\tlearn: 1337.0749190\ttotal: 14.7ms\tremaining: 720ms\n",
      "4:\tlearn: 1329.2431405\ttotal: 18.4ms\tremaining: 719ms\n",
      "5:\tlearn: 1323.5580971\ttotal: 20.4ms\tremaining: 661ms\n",
      "6:\tlearn: 1316.4899949\ttotal: 24ms\tremaining: 661ms\n",
      "7:\tlearn: 1308.9883766\ttotal: 27.4ms\tremaining: 659ms\n",
      "8:\tlearn: 1301.2968972\ttotal: 31.7ms\tremaining: 673ms\n",
      "9:\tlearn: 1294.0252804\ttotal: 35.5ms\tremaining: 674ms\n",
      "10:\tlearn: 1287.0786796\ttotal: 39.1ms\tremaining: 672ms\n",
      "11:\tlearn: 1280.1686791\ttotal: 42.8ms\tremaining: 670ms\n",
      "12:\tlearn: 1273.1484932\ttotal: 47ms\tremaining: 676ms\n",
      "13:\tlearn: 1266.7741359\ttotal: 50.7ms\tremaining: 674ms\n",
      "14:\tlearn: 1260.3543693\ttotal: 54.3ms\tremaining: 670ms\n",
      "15:\tlearn: 1253.9102402\ttotal: 58ms\tremaining: 667ms\n",
      "16:\tlearn: 1247.9835755\ttotal: 62.3ms\tremaining: 671ms\n",
      "17:\tlearn: 1241.2181834\ttotal: 66ms\tremaining: 667ms\n",
      "18:\tlearn: 1234.4177297\ttotal: 69.6ms\tremaining: 663ms\n",
      "19:\tlearn: 1229.0772398\ttotal: 73.2ms\tremaining: 659ms\n",
      "20:\tlearn: 1222.7611384\ttotal: 77.2ms\tremaining: 658ms\n",
      "21:\tlearn: 1216.9464347\ttotal: 80.9ms\tremaining: 654ms\n",
      "22:\tlearn: 1210.9637284\ttotal: 84.6ms\tremaining: 651ms\n",
      "23:\tlearn: 1204.4643912\ttotal: 88.3ms\tremaining: 647ms\n",
      "24:\tlearn: 1199.1067412\ttotal: 92.5ms\tremaining: 647ms\n",
      "25:\tlearn: 1192.9869844\ttotal: 96.1ms\tremaining: 643ms\n",
      "26:\tlearn: 1187.0880839\ttotal: 99.7ms\tremaining: 639ms\n",
      "27:\tlearn: 1181.2820203\ttotal: 103ms\tremaining: 634ms\n",
      "28:\tlearn: 1175.8882103\ttotal: 107ms\tremaining: 630ms\n",
      "29:\tlearn: 1170.8844175\ttotal: 111ms\tremaining: 627ms\n",
      "30:\tlearn: 1165.7081005\ttotal: 114ms\tremaining: 621ms\n",
      "31:\tlearn: 1161.0931380\ttotal: 117ms\tremaining: 612ms\n",
      "32:\tlearn: 1156.1900285\ttotal: 120ms\tremaining: 606ms\n",
      "33:\tlearn: 1151.3358148\ttotal: 124ms\tremaining: 604ms\n",
      "34:\tlearn: 1146.7547133\ttotal: 127ms\tremaining: 599ms\n",
      "35:\tlearn: 1141.4195355\ttotal: 131ms\tremaining: 595ms\n",
      "36:\tlearn: 1136.1416630\ttotal: 133ms\tremaining: 586ms\n",
      "37:\tlearn: 1130.6810238\ttotal: 136ms\tremaining: 581ms\n",
      "38:\tlearn: 1125.8027341\ttotal: 140ms\tremaining: 578ms\n",
      "39:\tlearn: 1120.7170068\ttotal: 143ms\tremaining: 573ms\n",
      "40:\tlearn: 1115.6507874\ttotal: 147ms\tremaining: 569ms\n",
      "41:\tlearn: 1111.2762449\ttotal: 150ms\tremaining: 565ms\n",
      "42:\tlearn: 1106.6347492\ttotal: 154ms\tremaining: 563ms\n",
      "43:\tlearn: 1102.0724035\ttotal: 158ms\tremaining: 559ms\n",
      "44:\tlearn: 1098.0418676\ttotal: 161ms\tremaining: 554ms\n",
      "45:\tlearn: 1093.2168409\ttotal: 164ms\tremaining: 550ms\n",
      "46:\tlearn: 1089.1437433\ttotal: 167ms\tremaining: 543ms\n",
      "47:\tlearn: 1084.3097811\ttotal: 172ms\tremaining: 546ms\n",
      "48:\tlearn: 1080.1126767\ttotal: 177ms\tremaining: 546ms\n",
      "49:\tlearn: 1075.7383602\ttotal: 182ms\tremaining: 547ms\n",
      "50:\tlearn: 1071.6978873\ttotal: 188ms\tremaining: 550ms\n",
      "51:\tlearn: 1067.8473431\ttotal: 196ms\tremaining: 558ms\n",
      "52:\tlearn: 1063.7498028\ttotal: 201ms\tremaining: 558ms\n",
      "53:\tlearn: 1059.4057468\ttotal: 204ms\tremaining: 553ms\n",
      "54:\tlearn: 1054.9314980\ttotal: 208ms\tremaining: 548ms\n",
      "55:\tlearn: 1051.6766840\ttotal: 211ms\tremaining: 543ms\n",
      "56:\tlearn: 1047.3281022\ttotal: 216ms\tremaining: 541ms\n",
      "57:\tlearn: 1043.5218244\ttotal: 219ms\tremaining: 536ms\n",
      "58:\tlearn: 1039.4544896\ttotal: 223ms\tremaining: 534ms\n",
      "59:\tlearn: 1035.4210919\ttotal: 227ms\tremaining: 529ms\n",
      "60:\tlearn: 1032.3022201\ttotal: 230ms\tremaining: 525ms\n",
      "61:\tlearn: 1028.8818698\ttotal: 234ms\tremaining: 520ms\n",
      "62:\tlearn: 1025.2554091\ttotal: 237ms\tremaining: 516ms\n",
      "63:\tlearn: 1021.4535613\ttotal: 241ms\tremaining: 511ms\n",
      "64:\tlearn: 1017.9138626\ttotal: 245ms\tremaining: 508ms\n",
      "65:\tlearn: 1014.6269141\ttotal: 248ms\tremaining: 503ms\n",
      "66:\tlearn: 1010.9497903\ttotal: 251ms\tremaining: 499ms\n",
      "67:\tlearn: 1007.8949171\ttotal: 254ms\tremaining: 493ms\n",
      "68:\tlearn: 1005.0443635\ttotal: 257ms\tremaining: 488ms\n",
      "69:\tlearn: 1001.4279709\ttotal: 261ms\tremaining: 485ms\n",
      "70:\tlearn: 997.7069400\ttotal: 265ms\tremaining: 481ms\n",
      "71:\tlearn: 994.7379153\ttotal: 268ms\tremaining: 477ms\n",
      "72:\tlearn: 991.2483350\ttotal: 272ms\tremaining: 472ms\n",
      "73:\tlearn: 988.0643461\ttotal: 276ms\tremaining: 469ms\n",
      "74:\tlearn: 984.4930287\ttotal: 279ms\tremaining: 465ms\n",
      "75:\tlearn: 981.8407490\ttotal: 282ms\tremaining: 461ms\n",
      "76:\tlearn: 978.5157453\ttotal: 286ms\tremaining: 456ms\n",
      "77:\tlearn: 975.3507484\ttotal: 290ms\tremaining: 453ms\n",
      "78:\tlearn: 972.0194646\ttotal: 293ms\tremaining: 449ms\n",
      "79:\tlearn: 968.9220456\ttotal: 297ms\tremaining: 445ms\n",
      "80:\tlearn: 965.8830625\ttotal: 300ms\tremaining: 441ms\n",
      "81:\tlearn: 962.7484559\ttotal: 304ms\tremaining: 437ms\n",
      "82:\tlearn: 959.8350721\ttotal: 307ms\tremaining: 433ms\n",
      "83:\tlearn: 957.3316925\ttotal: 312ms\tremaining: 431ms\n",
      "84:\tlearn: 954.9376310\ttotal: 317ms\tremaining: 429ms\n",
      "85:\tlearn: 952.6229364\ttotal: 322ms\tremaining: 427ms\n",
      "86:\tlearn: 949.7452372\ttotal: 325ms\tremaining: 423ms\n",
      "87:\tlearn: 947.0091577\ttotal: 329ms\tremaining: 419ms\n",
      "88:\tlearn: 944.2059412\ttotal: 333ms\tremaining: 415ms\n",
      "89:\tlearn: 941.9456500\ttotal: 337ms\tremaining: 411ms\n",
      "90:\tlearn: 939.6883225\ttotal: 341ms\tremaining: 409ms\n",
      "91:\tlearn: 937.4093468\ttotal: 346ms\tremaining: 406ms\n",
      "92:\tlearn: 934.9074702\ttotal: 351ms\tremaining: 404ms\n",
      "93:\tlearn: 932.8538386\ttotal: 355ms\tremaining: 401ms\n",
      "94:\tlearn: 931.0970730\ttotal: 358ms\tremaining: 396ms\n",
      "95:\tlearn: 928.2617809\ttotal: 363ms\tremaining: 394ms\n",
      "96:\tlearn: 925.9330561\ttotal: 369ms\tremaining: 392ms\n",
      "97:\tlearn: 923.5355639\ttotal: 372ms\tremaining: 387ms\n",
      "98:\tlearn: 921.4230613\ttotal: 376ms\tremaining: 383ms\n",
      "99:\tlearn: 919.2684884\ttotal: 380ms\tremaining: 380ms\n",
      "100:\tlearn: 916.7090633\ttotal: 384ms\tremaining: 376ms\n",
      "101:\tlearn: 914.5679001\ttotal: 387ms\tremaining: 372ms\n",
      "102:\tlearn: 912.4103623\ttotal: 390ms\tremaining: 368ms\n",
      "103:\tlearn: 910.7778005\ttotal: 394ms\tremaining: 364ms\n",
      "104:\tlearn: 908.4245803\ttotal: 398ms\tremaining: 360ms\n",
      "105:\tlearn: 906.0204917\ttotal: 401ms\tremaining: 356ms\n",
      "106:\tlearn: 904.4623631\ttotal: 405ms\tremaining: 352ms\n",
      "107:\tlearn: 902.5379575\ttotal: 408ms\tremaining: 348ms\n",
      "108:\tlearn: 900.7313049\ttotal: 411ms\tremaining: 343ms\n",
      "109:\tlearn: 898.7169532\ttotal: 414ms\tremaining: 339ms\n",
      "110:\tlearn: 896.6376337\ttotal: 417ms\tremaining: 335ms\n",
      "111:\tlearn: 895.1097521\ttotal: 421ms\tremaining: 331ms\n",
      "112:\tlearn: 893.8814899\ttotal: 424ms\tremaining: 326ms\n",
      "113:\tlearn: 891.7925415\ttotal: 427ms\tremaining: 322ms\n",
      "114:\tlearn: 889.9719434\ttotal: 431ms\tremaining: 318ms\n",
      "115:\tlearn: 887.9828143\ttotal: 439ms\tremaining: 318ms\n",
      "116:\tlearn: 886.2642271\ttotal: 443ms\tremaining: 314ms\n",
      "117:\tlearn: 884.8332880\ttotal: 446ms\tremaining: 310ms\n",
      "118:\tlearn: 883.2555022\ttotal: 450ms\tremaining: 306ms\n",
      "119:\tlearn: 881.1971641\ttotal: 453ms\tremaining: 302ms\n",
      "120:\tlearn: 879.6401987\ttotal: 456ms\tremaining: 298ms\n",
      "121:\tlearn: 877.9523715\ttotal: 460ms\tremaining: 294ms\n",
      "122:\tlearn: 876.0599790\ttotal: 463ms\tremaining: 290ms\n",
      "123:\tlearn: 874.3470062\ttotal: 467ms\tremaining: 286ms\n",
      "124:\tlearn: 872.6029276\ttotal: 470ms\tremaining: 282ms\n",
      "125:\tlearn: 871.0087098\ttotal: 474ms\tremaining: 278ms\n",
      "126:\tlearn: 869.1106334\ttotal: 477ms\tremaining: 274ms\n",
      "127:\tlearn: 867.9282111\ttotal: 480ms\tremaining: 270ms\n",
      "128:\tlearn: 866.1821728\ttotal: 484ms\tremaining: 266ms\n",
      "129:\tlearn: 864.4863597\ttotal: 487ms\tremaining: 262ms\n",
      "130:\tlearn: 863.1139496\ttotal: 491ms\tremaining: 259ms\n",
      "131:\tlearn: 861.5993756\ttotal: 494ms\tremaining: 255ms\n",
      "132:\tlearn: 860.1745883\ttotal: 498ms\tremaining: 251ms\n",
      "133:\tlearn: 858.6439714\ttotal: 501ms\tremaining: 247ms\n",
      "134:\tlearn: 857.1270477\ttotal: 505ms\tremaining: 243ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "135:\tlearn: 855.7715044\ttotal: 510ms\tremaining: 240ms\n",
      "136:\tlearn: 854.2497795\ttotal: 515ms\tremaining: 237ms\n",
      "137:\tlearn: 852.7933264\ttotal: 521ms\tremaining: 234ms\n",
      "138:\tlearn: 851.4072769\ttotal: 526ms\tremaining: 231ms\n",
      "139:\tlearn: 850.4675895\ttotal: 529ms\tremaining: 227ms\n",
      "140:\tlearn: 849.1039948\ttotal: 533ms\tremaining: 223ms\n",
      "141:\tlearn: 847.9334014\ttotal: 538ms\tremaining: 220ms\n",
      "142:\tlearn: 846.1869235\ttotal: 542ms\tremaining: 216ms\n",
      "143:\tlearn: 844.6672257\ttotal: 546ms\tremaining: 212ms\n",
      "144:\tlearn: 843.3183745\ttotal: 550ms\tremaining: 208ms\n",
      "145:\tlearn: 842.0375067\ttotal: 553ms\tremaining: 205ms\n",
      "146:\tlearn: 840.5845847\ttotal: 556ms\tremaining: 201ms\n",
      "147:\tlearn: 839.3246450\ttotal: 560ms\tremaining: 197ms\n",
      "148:\tlearn: 837.7681631\ttotal: 564ms\tremaining: 193ms\n",
      "149:\tlearn: 836.5880943\ttotal: 566ms\tremaining: 189ms\n",
      "150:\tlearn: 835.4655175\ttotal: 569ms\tremaining: 185ms\n",
      "151:\tlearn: 834.0392930\ttotal: 573ms\tremaining: 181ms\n",
      "152:\tlearn: 832.9230179\ttotal: 576ms\tremaining: 177ms\n",
      "153:\tlearn: 832.1677190\ttotal: 578ms\tremaining: 173ms\n",
      "154:\tlearn: 831.0164084\ttotal: 581ms\tremaining: 169ms\n",
      "155:\tlearn: 829.8690323\ttotal: 584ms\tremaining: 165ms\n",
      "156:\tlearn: 828.7252203\ttotal: 588ms\tremaining: 161ms\n",
      "157:\tlearn: 827.5348882\ttotal: 591ms\tremaining: 157ms\n",
      "158:\tlearn: 826.5279662\ttotal: 595ms\tremaining: 153ms\n",
      "159:\tlearn: 825.6876516\ttotal: 598ms\tremaining: 149ms\n",
      "160:\tlearn: 824.7337777\ttotal: 601ms\tremaining: 146ms\n",
      "161:\tlearn: 823.6467723\ttotal: 605ms\tremaining: 142ms\n",
      "162:\tlearn: 822.7018048\ttotal: 608ms\tremaining: 138ms\n",
      "163:\tlearn: 821.7445583\ttotal: 612ms\tremaining: 134ms\n",
      "164:\tlearn: 820.8306301\ttotal: 615ms\tremaining: 131ms\n",
      "165:\tlearn: 819.8979303\ttotal: 619ms\tremaining: 127ms\n",
      "166:\tlearn: 818.8888484\ttotal: 623ms\tremaining: 123ms\n",
      "167:\tlearn: 817.8804544\ttotal: 626ms\tremaining: 119ms\n",
      "168:\tlearn: 817.0265529\ttotal: 629ms\tremaining: 115ms\n",
      "169:\tlearn: 815.9674011\ttotal: 633ms\tremaining: 112ms\n",
      "170:\tlearn: 815.1162856\ttotal: 637ms\tremaining: 108ms\n",
      "171:\tlearn: 814.2764473\ttotal: 640ms\tremaining: 104ms\n",
      "172:\tlearn: 813.3183191\ttotal: 644ms\tremaining: 100ms\n",
      "173:\tlearn: 812.3980563\ttotal: 647ms\tremaining: 96.7ms\n",
      "174:\tlearn: 811.5617095\ttotal: 650ms\tremaining: 92.9ms\n",
      "175:\tlearn: 810.7749351\ttotal: 654ms\tremaining: 89.2ms\n",
      "176:\tlearn: 809.8102168\ttotal: 657ms\tremaining: 85.4ms\n",
      "177:\tlearn: 809.2194822\ttotal: 661ms\tremaining: 81.7ms\n",
      "178:\tlearn: 808.4127973\ttotal: 664ms\tremaining: 78ms\n",
      "179:\tlearn: 807.5612270\ttotal: 668ms\tremaining: 74.2ms\n",
      "180:\tlearn: 807.0770967\ttotal: 671ms\tremaining: 70.5ms\n",
      "181:\tlearn: 806.0683748\ttotal: 676ms\tremaining: 66.9ms\n",
      "182:\tlearn: 805.0389331\ttotal: 682ms\tremaining: 63.3ms\n",
      "183:\tlearn: 804.3324572\ttotal: 687ms\tremaining: 59.7ms\n",
      "184:\tlearn: 803.6724369\ttotal: 692ms\tremaining: 56.1ms\n",
      "185:\tlearn: 803.0942324\ttotal: 700ms\tremaining: 52.7ms\n",
      "186:\tlearn: 802.1927089\ttotal: 703ms\tremaining: 48.9ms\n",
      "187:\tlearn: 801.3415455\ttotal: 707ms\tremaining: 45.1ms\n",
      "188:\tlearn: 800.6555088\ttotal: 711ms\tremaining: 41.4ms\n",
      "189:\tlearn: 800.1998295\ttotal: 713ms\tremaining: 37.5ms\n",
      "190:\tlearn: 799.4532276\ttotal: 716ms\tremaining: 33.7ms\n",
      "191:\tlearn: 798.5048507\ttotal: 719ms\tremaining: 30ms\n",
      "192:\tlearn: 797.6585182\ttotal: 723ms\tremaining: 26.2ms\n",
      "193:\tlearn: 796.8737821\ttotal: 727ms\tremaining: 22.5ms\n",
      "194:\tlearn: 795.9295362\ttotal: 730ms\tremaining: 18.7ms\n",
      "195:\tlearn: 795.4340854\ttotal: 734ms\tremaining: 15ms\n",
      "196:\tlearn: 794.6555392\ttotal: 737ms\tremaining: 11.2ms\n",
      "197:\tlearn: 793.9536603\ttotal: 741ms\tremaining: 7.48ms\n",
      "198:\tlearn: 793.2074801\ttotal: 744ms\tremaining: 3.74ms\n",
      "199:\tlearn: 792.6417769\ttotal: 747ms\tremaining: 0us\n",
      "0:\tlearn: 1327.2154479\ttotal: 11ms\tremaining: 2.18s\n",
      "1:\tlearn: 1319.7839824\ttotal: 22.1ms\tremaining: 2.19s\n",
      "2:\tlearn: 1312.3617027\ttotal: 28ms\tremaining: 1.84s\n",
      "3:\tlearn: 1304.9438602\ttotal: 33.3ms\tremaining: 1.63s\n",
      "4:\tlearn: 1297.3863250\ttotal: 38.4ms\tremaining: 1.5s\n",
      "5:\tlearn: 1291.5103684\ttotal: 41.1ms\tremaining: 1.33s\n",
      "6:\tlearn: 1284.0871396\ttotal: 46.1ms\tremaining: 1.27s\n",
      "7:\tlearn: 1278.0156568\ttotal: 51ms\tremaining: 1.22s\n",
      "8:\tlearn: 1270.5112848\ttotal: 55.4ms\tremaining: 1.17s\n",
      "9:\tlearn: 1263.5769557\ttotal: 59ms\tremaining: 1.12s\n",
      "10:\tlearn: 1256.3509846\ttotal: 62.6ms\tremaining: 1.07s\n",
      "11:\tlearn: 1249.5292528\ttotal: 66.5ms\tremaining: 1.04s\n",
      "12:\tlearn: 1243.1728070\ttotal: 70.6ms\tremaining: 1.02s\n",
      "13:\tlearn: 1236.9881954\ttotal: 74.4ms\tremaining: 989ms\n",
      "14:\tlearn: 1231.1108543\ttotal: 78.2ms\tremaining: 964ms\n",
      "15:\tlearn: 1224.5504009\ttotal: 81.8ms\tremaining: 941ms\n",
      "16:\tlearn: 1218.6319083\ttotal: 85.9ms\tremaining: 924ms\n",
      "17:\tlearn: 1211.9621107\ttotal: 89.4ms\tremaining: 904ms\n",
      "18:\tlearn: 1206.0638531\ttotal: 92.8ms\tremaining: 884ms\n",
      "19:\tlearn: 1200.6280050\ttotal: 96.2ms\tremaining: 866ms\n",
      "20:\tlearn: 1194.6910216\ttotal: 99.6ms\tremaining: 849ms\n",
      "21:\tlearn: 1188.9965647\ttotal: 103ms\tremaining: 834ms\n",
      "22:\tlearn: 1182.3395258\ttotal: 106ms\tremaining: 819ms\n",
      "23:\tlearn: 1176.1146721\ttotal: 110ms\tremaining: 805ms\n",
      "24:\tlearn: 1170.0251834\ttotal: 113ms\tremaining: 792ms\n",
      "25:\tlearn: 1163.9084978\ttotal: 117ms\tremaining: 783ms\n",
      "26:\tlearn: 1158.0427722\ttotal: 120ms\tremaining: 771ms\n",
      "27:\tlearn: 1152.4687304\ttotal: 124ms\tremaining: 760ms\n",
      "28:\tlearn: 1147.2186864\ttotal: 127ms\tremaining: 749ms\n",
      "29:\tlearn: 1141.7161945\ttotal: 131ms\tremaining: 743ms\n",
      "30:\tlearn: 1136.8438329\ttotal: 135ms\tremaining: 733ms\n",
      "31:\tlearn: 1132.2950731\ttotal: 137ms\tremaining: 720ms\n",
      "32:\tlearn: 1127.1556923\ttotal: 140ms\tremaining: 710ms\n",
      "33:\tlearn: 1122.3861775\ttotal: 144ms\tremaining: 702ms\n",
      "34:\tlearn: 1117.8152709\ttotal: 147ms\tremaining: 695ms\n",
      "35:\tlearn: 1112.6439435\ttotal: 151ms\tremaining: 688ms\n",
      "36:\tlearn: 1107.5027019\ttotal: 155ms\tremaining: 681ms\n",
      "37:\tlearn: 1102.5312230\ttotal: 158ms\tremaining: 673ms\n",
      "38:\tlearn: 1098.0537754\ttotal: 162ms\tremaining: 668ms\n",
      "39:\tlearn: 1094.5497699\ttotal: 164ms\tremaining: 655ms\n",
      "40:\tlearn: 1089.4471673\ttotal: 167ms\tremaining: 648ms\n",
      "41:\tlearn: 1084.9406931\ttotal: 170ms\tremaining: 641ms\n",
      "42:\tlearn: 1079.9905769\ttotal: 174ms\tremaining: 634ms\n",
      "43:\tlearn: 1075.1484761\ttotal: 177ms\tremaining: 629ms\n",
      "44:\tlearn: 1071.1450614\ttotal: 182ms\tremaining: 625ms\n",
      "45:\tlearn: 1066.9757881\ttotal: 186ms\tremaining: 622ms\n",
      "46:\tlearn: 1063.0230708\ttotal: 191ms\tremaining: 621ms\n",
      "47:\tlearn: 1058.8337247\ttotal: 195ms\tremaining: 619ms\n",
      "48:\tlearn: 1055.0356379\ttotal: 200ms\tremaining: 615ms\n",
      "49:\tlearn: 1050.5541848\ttotal: 205ms\tremaining: 615ms\n",
      "50:\tlearn: 1046.7426641\ttotal: 210ms\tremaining: 613ms\n",
      "51:\tlearn: 1042.3757935\ttotal: 217ms\tremaining: 616ms\n",
      "52:\tlearn: 1038.2764681\ttotal: 221ms\tremaining: 614ms\n",
      "53:\tlearn: 1034.6623954\ttotal: 225ms\tremaining: 608ms\n",
      "54:\tlearn: 1030.1608227\ttotal: 228ms\tremaining: 602ms\n",
      "55:\tlearn: 1026.3719644\ttotal: 232ms\tremaining: 595ms\n",
      "56:\tlearn: 1022.3427463\ttotal: 236ms\tremaining: 591ms\n",
      "57:\tlearn: 1018.0940012\ttotal: 239ms\tremaining: 585ms\n",
      "58:\tlearn: 1013.9923491\ttotal: 242ms\tremaining: 579ms\n",
      "59:\tlearn: 1010.3360653\ttotal: 246ms\tremaining: 574ms\n",
      "60:\tlearn: 1006.9322598\ttotal: 249ms\tremaining: 568ms\n",
      "61:\tlearn: 1003.6149996\ttotal: 253ms\tremaining: 563ms\n",
      "62:\tlearn: 1000.5642426\ttotal: 256ms\tremaining: 557ms\n",
      "63:\tlearn: 996.9870652\ttotal: 260ms\tremaining: 552ms\n",
      "64:\tlearn: 993.8663513\ttotal: 263ms\tremaining: 547ms\n",
      "65:\tlearn: 991.4121803\ttotal: 267ms\tremaining: 542ms\n",
      "66:\tlearn: 988.1749437\ttotal: 270ms\tremaining: 537ms\n",
      "67:\tlearn: 984.9895901\ttotal: 274ms\tremaining: 532ms\n",
      "68:\tlearn: 981.7158997\ttotal: 277ms\tremaining: 526ms\n",
      "69:\tlearn: 978.0414867\ttotal: 281ms\tremaining: 522ms\n",
      "70:\tlearn: 975.0339845\ttotal: 285ms\tremaining: 517ms\n",
      "71:\tlearn: 971.6913473\ttotal: 288ms\tremaining: 512ms\n",
      "72:\tlearn: 968.3995310\ttotal: 292ms\tremaining: 508ms\n",
      "73:\tlearn: 964.9851441\ttotal: 296ms\tremaining: 504ms\n",
      "74:\tlearn: 961.5760219\ttotal: 299ms\tremaining: 499ms\n",
      "75:\tlearn: 958.5782928\ttotal: 303ms\tremaining: 494ms\n",
      "76:\tlearn: 955.4693999\ttotal: 306ms\tremaining: 489ms\n",
      "77:\tlearn: 952.1766735\ttotal: 310ms\tremaining: 485ms\n",
      "78:\tlearn: 949.0837760\ttotal: 313ms\tremaining: 480ms\n",
      "79:\tlearn: 946.5482042\ttotal: 317ms\tremaining: 475ms\n",
      "80:\tlearn: 944.0826789\ttotal: 320ms\tremaining: 471ms\n",
      "81:\tlearn: 941.2895257\ttotal: 324ms\tremaining: 466ms\n",
      "82:\tlearn: 938.4743664\ttotal: 327ms\tremaining: 462ms\n",
      "83:\tlearn: 935.7726463\ttotal: 331ms\tremaining: 457ms\n",
      "84:\tlearn: 933.4201279\ttotal: 334ms\tremaining: 452ms\n",
      "85:\tlearn: 930.8594544\ttotal: 338ms\tremaining: 448ms\n",
      "86:\tlearn: 928.1956404\ttotal: 363ms\tremaining: 471ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "87:\tlearn: 925.5680601\ttotal: 368ms\tremaining: 468ms\n",
      "88:\tlearn: 922.9838492\ttotal: 373ms\tremaining: 465ms\n",
      "89:\tlearn: 920.0483463\ttotal: 378ms\tremaining: 462ms\n",
      "90:\tlearn: 917.2403688\ttotal: 382ms\tremaining: 458ms\n",
      "91:\tlearn: 914.5831990\ttotal: 388ms\tremaining: 456ms\n",
      "92:\tlearn: 912.3061790\ttotal: 394ms\tremaining: 453ms\n",
      "93:\tlearn: 909.9760202\ttotal: 398ms\tremaining: 449ms\n",
      "94:\tlearn: 907.6924724\ttotal: 404ms\tremaining: 447ms\n",
      "95:\tlearn: 905.2488665\ttotal: 408ms\tremaining: 442ms\n",
      "96:\tlearn: 903.0710009\ttotal: 412ms\tremaining: 437ms\n",
      "97:\tlearn: 901.3855470\ttotal: 414ms\tremaining: 431ms\n",
      "98:\tlearn: 899.3185450\ttotal: 418ms\tremaining: 427ms\n",
      "99:\tlearn: 897.2777541\ttotal: 422ms\tremaining: 422ms\n",
      "100:\tlearn: 895.2478810\ttotal: 426ms\tremaining: 418ms\n",
      "101:\tlearn: 893.2098143\ttotal: 430ms\tremaining: 413ms\n",
      "102:\tlearn: 891.3569006\ttotal: 434ms\tremaining: 408ms\n",
      "103:\tlearn: 889.6564341\ttotal: 437ms\tremaining: 403ms\n",
      "104:\tlearn: 887.6620623\ttotal: 440ms\tremaining: 398ms\n",
      "105:\tlearn: 885.3615566\ttotal: 444ms\tremaining: 393ms\n",
      "106:\tlearn: 883.9538526\ttotal: 445ms\tremaining: 387ms\n",
      "107:\tlearn: 881.9345154\ttotal: 449ms\tremaining: 382ms\n",
      "108:\tlearn: 879.9996874\ttotal: 452ms\tremaining: 377ms\n",
      "109:\tlearn: 878.0359123\ttotal: 455ms\tremaining: 373ms\n",
      "110:\tlearn: 876.0065225\ttotal: 459ms\tremaining: 368ms\n",
      "111:\tlearn: 874.5170125\ttotal: 463ms\tremaining: 363ms\n",
      "112:\tlearn: 872.9376062\ttotal: 466ms\tremaining: 359ms\n",
      "113:\tlearn: 870.9846517\ttotal: 469ms\tremaining: 354ms\n",
      "114:\tlearn: 869.2704216\ttotal: 473ms\tremaining: 349ms\n",
      "115:\tlearn: 867.7696018\ttotal: 477ms\tremaining: 345ms\n",
      "116:\tlearn: 866.2176211\ttotal: 480ms\tremaining: 340ms\n",
      "117:\tlearn: 864.8656904\ttotal: 483ms\tremaining: 336ms\n",
      "118:\tlearn: 863.2044669\ttotal: 487ms\tremaining: 331ms\n",
      "119:\tlearn: 861.2180565\ttotal: 490ms\tremaining: 327ms\n",
      "120:\tlearn: 859.6010109\ttotal: 494ms\tremaining: 322ms\n",
      "121:\tlearn: 857.9833869\ttotal: 497ms\tremaining: 318ms\n",
      "122:\tlearn: 856.3145088\ttotal: 500ms\tremaining: 313ms\n",
      "123:\tlearn: 854.4696613\ttotal: 504ms\tremaining: 309ms\n",
      "124:\tlearn: 852.8601896\ttotal: 508ms\tremaining: 305ms\n",
      "125:\tlearn: 851.3174966\ttotal: 511ms\tremaining: 300ms\n",
      "126:\tlearn: 849.8826091\ttotal: 514ms\tremaining: 296ms\n",
      "127:\tlearn: 848.1819041\ttotal: 520ms\tremaining: 293ms\n",
      "128:\tlearn: 846.3719620\ttotal: 526ms\tremaining: 289ms\n",
      "129:\tlearn: 844.6907338\ttotal: 531ms\tremaining: 286ms\n",
      "130:\tlearn: 843.3043149\ttotal: 536ms\tremaining: 282ms\n",
      "131:\tlearn: 841.7301160\ttotal: 541ms\tremaining: 279ms\n",
      "132:\tlearn: 840.3316979\ttotal: 546ms\tremaining: 275ms\n",
      "133:\tlearn: 838.9772439\ttotal: 551ms\tremaining: 271ms\n",
      "134:\tlearn: 837.5365790\ttotal: 554ms\tremaining: 267ms\n",
      "135:\tlearn: 836.2171951\ttotal: 558ms\tremaining: 262ms\n",
      "136:\tlearn: 835.1911580\ttotal: 561ms\tremaining: 258ms\n",
      "137:\tlearn: 833.7305480\ttotal: 564ms\tremaining: 254ms\n",
      "138:\tlearn: 832.0381046\ttotal: 568ms\tremaining: 249ms\n",
      "139:\tlearn: 831.2470124\ttotal: 570ms\tremaining: 244ms\n",
      "140:\tlearn: 830.0289231\ttotal: 573ms\tremaining: 240ms\n",
      "141:\tlearn: 828.5081682\ttotal: 577ms\tremaining: 236ms\n",
      "142:\tlearn: 826.9411964\ttotal: 581ms\tremaining: 231ms\n",
      "143:\tlearn: 825.4503954\ttotal: 584ms\tremaining: 227ms\n",
      "144:\tlearn: 824.2149862\ttotal: 587ms\tremaining: 223ms\n",
      "145:\tlearn: 823.0088384\ttotal: 591ms\tremaining: 219ms\n",
      "146:\tlearn: 821.5575303\ttotal: 594ms\tremaining: 214ms\n",
      "147:\tlearn: 820.3377122\ttotal: 600ms\tremaining: 211ms\n",
      "148:\tlearn: 819.0607030\ttotal: 604ms\tremaining: 207ms\n",
      "149:\tlearn: 817.9635495\ttotal: 606ms\tremaining: 202ms\n",
      "150:\tlearn: 816.7837402\ttotal: 610ms\tremaining: 198ms\n",
      "151:\tlearn: 815.3155024\ttotal: 613ms\tremaining: 194ms\n",
      "152:\tlearn: 814.2686195\ttotal: 617ms\tremaining: 189ms\n",
      "153:\tlearn: 813.6152426\ttotal: 619ms\tremaining: 185ms\n",
      "154:\tlearn: 812.6776809\ttotal: 622ms\tremaining: 181ms\n",
      "155:\tlearn: 811.5463383\ttotal: 626ms\tremaining: 177ms\n",
      "156:\tlearn: 810.6347514\ttotal: 629ms\tremaining: 172ms\n",
      "157:\tlearn: 809.4759983\ttotal: 633ms\tremaining: 168ms\n",
      "158:\tlearn: 808.5665466\ttotal: 636ms\tremaining: 164ms\n",
      "159:\tlearn: 807.7856201\ttotal: 640ms\tremaining: 160ms\n",
      "160:\tlearn: 806.9566878\ttotal: 643ms\tremaining: 156ms\n",
      "161:\tlearn: 805.9011164\ttotal: 647ms\tremaining: 152ms\n",
      "162:\tlearn: 804.8733125\ttotal: 650ms\tremaining: 148ms\n",
      "163:\tlearn: 804.1664376\ttotal: 653ms\tremaining: 143ms\n",
      "164:\tlearn: 803.1680427\ttotal: 657ms\tremaining: 139ms\n",
      "165:\tlearn: 801.9667021\ttotal: 660ms\tremaining: 135ms\n",
      "166:\tlearn: 801.0889387\ttotal: 664ms\tremaining: 131ms\n",
      "167:\tlearn: 800.2604448\ttotal: 667ms\tremaining: 127ms\n",
      "168:\tlearn: 799.0462526\ttotal: 671ms\tremaining: 123ms\n",
      "169:\tlearn: 798.1224676\ttotal: 675ms\tremaining: 119ms\n",
      "170:\tlearn: 797.3222681\ttotal: 678ms\tremaining: 115ms\n",
      "171:\tlearn: 796.6019128\ttotal: 681ms\tremaining: 111ms\n",
      "172:\tlearn: 795.6059899\ttotal: 685ms\tremaining: 107ms\n",
      "173:\tlearn: 794.7875987\ttotal: 689ms\tremaining: 103ms\n",
      "174:\tlearn: 794.0713420\ttotal: 694ms\tremaining: 99.1ms\n",
      "175:\tlearn: 793.3055324\ttotal: 699ms\tremaining: 95.3ms\n",
      "176:\tlearn: 792.3866022\ttotal: 706ms\tremaining: 91.7ms\n",
      "177:\tlearn: 791.7097419\ttotal: 711ms\tremaining: 87.8ms\n",
      "178:\tlearn: 791.0156987\ttotal: 715ms\tremaining: 83.9ms\n",
      "179:\tlearn: 790.0181564\ttotal: 720ms\tremaining: 80ms\n",
      "180:\tlearn: 789.0997041\ttotal: 723ms\tremaining: 75.9ms\n",
      "181:\tlearn: 788.2649571\ttotal: 727ms\tremaining: 71.9ms\n",
      "182:\tlearn: 787.6724777\ttotal: 731ms\tremaining: 67.9ms\n",
      "183:\tlearn: 787.0433056\ttotal: 735ms\tremaining: 63.9ms\n",
      "184:\tlearn: 786.4056703\ttotal: 737ms\tremaining: 59.8ms\n",
      "185:\tlearn: 785.8299008\ttotal: 741ms\tremaining: 55.8ms\n",
      "186:\tlearn: 784.9799200\ttotal: 745ms\tremaining: 51.8ms\n",
      "187:\tlearn: 784.1129640\ttotal: 748ms\tremaining: 47.8ms\n",
      "188:\tlearn: 783.4598020\ttotal: 755ms\tremaining: 44ms\n",
      "189:\tlearn: 783.0310276\ttotal: 757ms\tremaining: 39.8ms\n",
      "190:\tlearn: 782.2369554\ttotal: 761ms\tremaining: 35.8ms\n",
      "191:\tlearn: 781.6459290\ttotal: 764ms\tremaining: 31.8ms\n",
      "192:\tlearn: 780.8394658\ttotal: 768ms\tremaining: 27.8ms\n",
      "193:\tlearn: 779.9778422\ttotal: 771ms\tremaining: 23.8ms\n",
      "194:\tlearn: 778.9788796\ttotal: 775ms\tremaining: 19.9ms\n",
      "195:\tlearn: 778.2192990\ttotal: 778ms\tremaining: 15.9ms\n",
      "196:\tlearn: 777.5569002\ttotal: 782ms\tremaining: 11.9ms\n",
      "197:\tlearn: 776.8729989\ttotal: 785ms\tremaining: 7.93ms\n",
      "198:\tlearn: 776.1887782\ttotal: 789ms\tremaining: 3.96ms\n",
      "199:\tlearn: 775.6551179\ttotal: 792ms\tremaining: 0us\n",
      "0:\tlearn: 1325.8625936\ttotal: 7.8ms\tremaining: 1.55s\n",
      "1:\tlearn: 1318.5656839\ttotal: 18.1ms\tremaining: 1.79s\n",
      "2:\tlearn: 1311.3637763\ttotal: 27.1ms\tremaining: 1.78s\n",
      "3:\tlearn: 1304.0309100\ttotal: 32ms\tremaining: 1.57s\n",
      "4:\tlearn: 1296.4910706\ttotal: 35.7ms\tremaining: 1.39s\n",
      "5:\tlearn: 1290.7094162\ttotal: 37.7ms\tremaining: 1.22s\n",
      "6:\tlearn: 1283.9531061\ttotal: 41.2ms\tremaining: 1.14s\n",
      "7:\tlearn: 1278.3790875\ttotal: 45.6ms\tremaining: 1.09s\n",
      "8:\tlearn: 1270.9076548\ttotal: 49.3ms\tremaining: 1.05s\n",
      "9:\tlearn: 1263.8924991\ttotal: 53.1ms\tremaining: 1.01s\n",
      "10:\tlearn: 1257.4793370\ttotal: 56.8ms\tremaining: 976ms\n",
      "11:\tlearn: 1250.9167626\ttotal: 61ms\tremaining: 956ms\n",
      "12:\tlearn: 1244.2109606\ttotal: 64.8ms\tremaining: 933ms\n",
      "13:\tlearn: 1237.3215505\ttotal: 68.6ms\tremaining: 911ms\n",
      "14:\tlearn: 1231.5878818\ttotal: 72.3ms\tremaining: 892ms\n",
      "15:\tlearn: 1226.4526194\ttotal: 76.6ms\tremaining: 880ms\n",
      "16:\tlearn: 1220.6447894\ttotal: 80.3ms\tremaining: 864ms\n",
      "17:\tlearn: 1213.9461818\ttotal: 83.9ms\tremaining: 849ms\n",
      "18:\tlearn: 1208.5910350\ttotal: 87.6ms\tremaining: 835ms\n",
      "19:\tlearn: 1203.4621169\ttotal: 91.6ms\tremaining: 824ms\n",
      "20:\tlearn: 1197.4983578\ttotal: 95ms\tremaining: 809ms\n",
      "21:\tlearn: 1191.6882868\ttotal: 98.3ms\tremaining: 796ms\n",
      "22:\tlearn: 1185.1149852\ttotal: 102ms\tremaining: 783ms\n",
      "23:\tlearn: 1178.8530382\ttotal: 105ms\tremaining: 772ms\n",
      "24:\tlearn: 1173.7192936\ttotal: 109ms\tremaining: 761ms\n",
      "25:\tlearn: 1167.5728938\ttotal: 112ms\tremaining: 750ms\n",
      "26:\tlearn: 1161.6983044\ttotal: 116ms\tremaining: 740ms\n",
      "27:\tlearn: 1156.1194570\ttotal: 119ms\tremaining: 731ms\n",
      "28:\tlearn: 1150.9214689\ttotal: 123ms\tremaining: 723ms\n",
      "29:\tlearn: 1145.2960360\ttotal: 126ms\tremaining: 715ms\n",
      "30:\tlearn: 1140.8407959\ttotal: 130ms\tremaining: 706ms\n",
      "31:\tlearn: 1136.3980469\ttotal: 132ms\tremaining: 694ms\n",
      "32:\tlearn: 1131.2678467\ttotal: 136ms\tremaining: 687ms\n",
      "33:\tlearn: 1126.6560049\ttotal: 139ms\tremaining: 680ms\n",
      "34:\tlearn: 1122.2720092\ttotal: 143ms\tremaining: 672ms\n",
      "35:\tlearn: 1117.0020826\ttotal: 146ms\tremaining: 666ms\n",
      "36:\tlearn: 1112.2380054\ttotal: 149ms\tremaining: 655ms\n",
      "37:\tlearn: 1107.1915764\ttotal: 153ms\tremaining: 650ms\n",
      "38:\tlearn: 1102.4491588\ttotal: 156ms\tremaining: 644ms\n",
      "39:\tlearn: 1097.5191512\ttotal: 159ms\tremaining: 638ms\n",
      "40:\tlearn: 1092.4289963\ttotal: 163ms\tremaining: 632ms\n",
      "41:\tlearn: 1087.7291201\ttotal: 167ms\tremaining: 627ms\n",
      "42:\tlearn: 1082.7005742\ttotal: 170ms\tremaining: 621ms\n",
      "43:\tlearn: 1078.8406661\ttotal: 174ms\tremaining: 616ms\n",
      "44:\tlearn: 1075.2063749\ttotal: 177ms\tremaining: 609ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "45:\tlearn: 1071.5087991\ttotal: 183ms\tremaining: 611ms\n",
      "46:\tlearn: 1067.5120002\ttotal: 186ms\tremaining: 605ms\n",
      "47:\tlearn: 1062.9598388\ttotal: 191ms\tremaining: 604ms\n",
      "48:\tlearn: 1058.8299773\ttotal: 195ms\tremaining: 601ms\n",
      "49:\tlearn: 1054.3714423\ttotal: 199ms\tremaining: 598ms\n",
      "50:\tlearn: 1050.3480423\ttotal: 204ms\tremaining: 596ms\n",
      "51:\tlearn: 1046.6393071\ttotal: 208ms\tremaining: 593ms\n",
      "52:\tlearn: 1043.0007823\ttotal: 216ms\tremaining: 600ms\n",
      "53:\tlearn: 1038.6185447\ttotal: 220ms\tremaining: 595ms\n",
      "54:\tlearn: 1034.2314002\ttotal: 223ms\tremaining: 589ms\n",
      "55:\tlearn: 1031.1519983\ttotal: 228ms\tremaining: 587ms\n",
      "56:\tlearn: 1026.9563938\ttotal: 232ms\tremaining: 581ms\n",
      "57:\tlearn: 1023.5126935\ttotal: 235ms\tremaining: 575ms\n",
      "58:\tlearn: 1019.5124473\ttotal: 238ms\tremaining: 570ms\n",
      "59:\tlearn: 1015.3903289\ttotal: 243ms\tremaining: 566ms\n",
      "60:\tlearn: 1012.4040388\ttotal: 246ms\tremaining: 561ms\n",
      "61:\tlearn: 1009.0861296\ttotal: 250ms\tremaining: 555ms\n",
      "62:\tlearn: 1005.5300916\ttotal: 253ms\tremaining: 550ms\n",
      "63:\tlearn: 1001.6125985\ttotal: 257ms\tremaining: 546ms\n",
      "64:\tlearn: 998.2593899\ttotal: 261ms\tremaining: 541ms\n",
      "65:\tlearn: 995.1880858\ttotal: 264ms\tremaining: 536ms\n",
      "66:\tlearn: 992.1022383\ttotal: 267ms\tremaining: 531ms\n",
      "67:\tlearn: 989.2159190\ttotal: 270ms\tremaining: 524ms\n",
      "68:\tlearn: 986.4660230\ttotal: 273ms\tremaining: 519ms\n",
      "69:\tlearn: 983.1857289\ttotal: 277ms\tremaining: 514ms\n",
      "70:\tlearn: 979.9316374\ttotal: 280ms\tremaining: 509ms\n",
      "71:\tlearn: 976.7342100\ttotal: 284ms\tremaining: 504ms\n",
      "72:\tlearn: 973.4634434\ttotal: 287ms\tremaining: 500ms\n",
      "73:\tlearn: 970.4632074\ttotal: 291ms\tremaining: 495ms\n",
      "74:\tlearn: 966.9343733\ttotal: 294ms\tremaining: 491ms\n",
      "75:\tlearn: 963.9903941\ttotal: 298ms\tremaining: 486ms\n",
      "76:\tlearn: 960.9511424\ttotal: 302ms\tremaining: 482ms\n",
      "77:\tlearn: 958.2181980\ttotal: 305ms\tremaining: 477ms\n",
      "78:\tlearn: 955.1560822\ttotal: 309ms\tremaining: 473ms\n",
      "79:\tlearn: 952.0761463\ttotal: 312ms\tremaining: 468ms\n",
      "80:\tlearn: 949.1074640\ttotal: 316ms\tremaining: 464ms\n",
      "81:\tlearn: 946.3400764\ttotal: 319ms\tremaining: 459ms\n",
      "82:\tlearn: 943.3902932\ttotal: 323ms\tremaining: 455ms\n",
      "83:\tlearn: 940.5623045\ttotal: 326ms\tremaining: 450ms\n",
      "84:\tlearn: 938.4467621\ttotal: 329ms\tremaining: 446ms\n",
      "85:\tlearn: 935.5436067\ttotal: 333ms\tremaining: 441ms\n",
      "86:\tlearn: 932.7189092\ttotal: 336ms\tremaining: 437ms\n",
      "87:\tlearn: 930.0316139\ttotal: 340ms\tremaining: 432ms\n",
      "88:\tlearn: 927.0647277\ttotal: 343ms\tremaining: 428ms\n",
      "89:\tlearn: 924.1466591\ttotal: 347ms\tremaining: 424ms\n",
      "90:\tlearn: 921.6263568\ttotal: 352ms\tremaining: 422ms\n",
      "91:\tlearn: 919.5172439\ttotal: 357ms\tremaining: 419ms\n",
      "92:\tlearn: 917.1523677\ttotal: 363ms\tremaining: 417ms\n",
      "93:\tlearn: 915.2760115\ttotal: 371ms\tremaining: 419ms\n",
      "94:\tlearn: 913.5588139\ttotal: 374ms\tremaining: 413ms\n",
      "95:\tlearn: 910.7028739\ttotal: 378ms\tremaining: 410ms\n",
      "96:\tlearn: 908.3406908\ttotal: 382ms\tremaining: 406ms\n",
      "97:\tlearn: 905.9586948\ttotal: 386ms\tremaining: 401ms\n",
      "98:\tlearn: 904.2756730\ttotal: 390ms\tremaining: 398ms\n",
      "99:\tlearn: 902.2267348\ttotal: 394ms\tremaining: 394ms\n",
      "100:\tlearn: 899.8470139\ttotal: 398ms\tremaining: 390ms\n",
      "101:\tlearn: 897.7401274\ttotal: 402ms\tremaining: 386ms\n",
      "102:\tlearn: 895.8184476\ttotal: 406ms\tremaining: 382ms\n",
      "103:\tlearn: 894.1202824\ttotal: 409ms\tremaining: 378ms\n",
      "104:\tlearn: 892.3318088\ttotal: 413ms\tremaining: 373ms\n",
      "105:\tlearn: 890.0058306\ttotal: 416ms\tremaining: 369ms\n",
      "106:\tlearn: 888.6304271\ttotal: 420ms\tremaining: 365ms\n",
      "107:\tlearn: 887.3087633\ttotal: 423ms\tremaining: 360ms\n",
      "108:\tlearn: 884.9357063\ttotal: 426ms\tremaining: 356ms\n",
      "109:\tlearn: 882.8583925\ttotal: 430ms\tremaining: 352ms\n",
      "110:\tlearn: 881.0120235\ttotal: 433ms\tremaining: 347ms\n",
      "111:\tlearn: 879.5426899\ttotal: 437ms\tremaining: 343ms\n",
      "112:\tlearn: 878.3700028\ttotal: 439ms\tremaining: 338ms\n",
      "113:\tlearn: 876.2170212\ttotal: 442ms\tremaining: 334ms\n",
      "114:\tlearn: 874.4198511\ttotal: 446ms\tremaining: 329ms\n",
      "115:\tlearn: 872.5879558\ttotal: 449ms\tremaining: 325ms\n",
      "116:\tlearn: 870.8916865\ttotal: 453ms\tremaining: 321ms\n",
      "117:\tlearn: 869.2833872\ttotal: 456ms\tremaining: 317ms\n",
      "118:\tlearn: 867.8765508\ttotal: 460ms\tremaining: 313ms\n",
      "119:\tlearn: 865.7875428\ttotal: 463ms\tremaining: 309ms\n",
      "120:\tlearn: 864.0453904\ttotal: 467ms\tremaining: 305ms\n",
      "121:\tlearn: 862.8626614\ttotal: 470ms\tremaining: 301ms\n",
      "122:\tlearn: 861.0153367\ttotal: 474ms\tremaining: 297ms\n",
      "123:\tlearn: 859.4163802\ttotal: 477ms\tremaining: 292ms\n",
      "124:\tlearn: 857.3504175\ttotal: 481ms\tremaining: 289ms\n",
      "125:\tlearn: 855.7337017\ttotal: 484ms\tremaining: 284ms\n",
      "126:\tlearn: 853.7589138\ttotal: 488ms\tremaining: 280ms\n",
      "127:\tlearn: 852.4479764\ttotal: 491ms\tremaining: 276ms\n",
      "128:\tlearn: 850.5815928\ttotal: 495ms\tremaining: 272ms\n",
      "129:\tlearn: 848.7786613\ttotal: 499ms\tremaining: 268ms\n",
      "130:\tlearn: 847.4467840\ttotal: 502ms\tremaining: 264ms\n",
      "131:\tlearn: 845.7937537\ttotal: 505ms\tremaining: 260ms\n",
      "132:\tlearn: 844.3109552\ttotal: 509ms\tremaining: 257ms\n",
      "133:\tlearn: 842.6886297\ttotal: 513ms\tremaining: 253ms\n",
      "134:\tlearn: 841.3306932\ttotal: 518ms\tremaining: 249ms\n",
      "135:\tlearn: 840.0406099\ttotal: 522ms\tremaining: 246ms\n",
      "136:\tlearn: 838.9421752\ttotal: 526ms\tremaining: 242ms\n",
      "137:\tlearn: 837.3527620\ttotal: 531ms\tremaining: 239ms\n",
      "138:\tlearn: 835.8706961\ttotal: 535ms\tremaining: 235ms\n",
      "139:\tlearn: 834.5171357\ttotal: 542ms\tremaining: 232ms\n",
      "140:\tlearn: 833.1296008\ttotal: 546ms\tremaining: 229ms\n",
      "141:\tlearn: 831.8768460\ttotal: 550ms\tremaining: 225ms\n",
      "142:\tlearn: 830.3495272\ttotal: 554ms\tremaining: 221ms\n",
      "143:\tlearn: 828.9749477\ttotal: 557ms\tremaining: 217ms\n",
      "144:\tlearn: 827.5515713\ttotal: 561ms\tremaining: 213ms\n",
      "145:\tlearn: 826.6079478\ttotal: 563ms\tremaining: 208ms\n",
      "146:\tlearn: 825.1480299\ttotal: 567ms\tremaining: 204ms\n",
      "147:\tlearn: 824.1321751\ttotal: 571ms\tremaining: 201ms\n",
      "148:\tlearn: 823.1037687\ttotal: 574ms\tremaining: 196ms\n",
      "149:\tlearn: 821.7647896\ttotal: 577ms\tremaining: 192ms\n",
      "150:\tlearn: 820.7184534\ttotal: 580ms\tremaining: 188ms\n",
      "151:\tlearn: 819.1071746\ttotal: 584ms\tremaining: 184ms\n",
      "152:\tlearn: 818.0710038\ttotal: 588ms\tremaining: 181ms\n",
      "153:\tlearn: 817.3099118\ttotal: 590ms\tremaining: 176ms\n",
      "154:\tlearn: 816.1301796\ttotal: 593ms\tremaining: 172ms\n",
      "155:\tlearn: 814.7614241\ttotal: 596ms\tremaining: 168ms\n",
      "156:\tlearn: 813.9101391\ttotal: 600ms\tremaining: 164ms\n",
      "157:\tlearn: 812.7115408\ttotal: 604ms\tremaining: 160ms\n",
      "158:\tlearn: 811.8397321\ttotal: 607ms\tremaining: 157ms\n",
      "159:\tlearn: 811.1117677\ttotal: 611ms\tremaining: 153ms\n",
      "160:\tlearn: 810.2323005\ttotal: 615ms\tremaining: 149ms\n",
      "161:\tlearn: 809.2165000\ttotal: 618ms\tremaining: 145ms\n",
      "162:\tlearn: 808.0984823\ttotal: 622ms\tremaining: 141ms\n",
      "163:\tlearn: 807.3387487\ttotal: 625ms\tremaining: 137ms\n",
      "164:\tlearn: 806.2461137\ttotal: 629ms\tremaining: 133ms\n",
      "165:\tlearn: 805.0651320\ttotal: 632ms\tremaining: 130ms\n",
      "166:\tlearn: 804.1963220\ttotal: 636ms\tremaining: 126ms\n",
      "167:\tlearn: 803.3923871\ttotal: 639ms\tremaining: 122ms\n",
      "168:\tlearn: 802.3569165\ttotal: 643ms\tremaining: 118ms\n",
      "169:\tlearn: 801.3557942\ttotal: 647ms\tremaining: 114ms\n",
      "170:\tlearn: 800.5026694\ttotal: 650ms\tremaining: 110ms\n",
      "171:\tlearn: 799.8965579\ttotal: 654ms\tremaining: 106ms\n",
      "172:\tlearn: 799.1686924\ttotal: 657ms\tremaining: 103ms\n",
      "173:\tlearn: 798.0493645\ttotal: 661ms\tremaining: 98.7ms\n",
      "174:\tlearn: 797.2327391\ttotal: 664ms\tremaining: 94.9ms\n",
      "175:\tlearn: 796.4376072\ttotal: 668ms\tremaining: 91ms\n",
      "176:\tlearn: 795.6163154\ttotal: 671ms\tremaining: 87.2ms\n",
      "177:\tlearn: 794.5917925\ttotal: 675ms\tremaining: 83.4ms\n",
      "178:\tlearn: 793.8134003\ttotal: 678ms\tremaining: 79.5ms\n",
      "179:\tlearn: 792.8308295\ttotal: 681ms\tremaining: 75.7ms\n",
      "180:\tlearn: 791.9242364\ttotal: 686ms\tremaining: 72ms\n",
      "181:\tlearn: 791.0223488\ttotal: 691ms\tremaining: 68.3ms\n",
      "182:\tlearn: 790.3116207\ttotal: 695ms\tremaining: 64.6ms\n",
      "183:\tlearn: 789.3837996\ttotal: 699ms\tremaining: 60.8ms\n",
      "184:\tlearn: 788.3513478\ttotal: 704ms\tremaining: 57.1ms\n",
      "185:\tlearn: 787.6142074\ttotal: 709ms\tremaining: 53.3ms\n",
      "186:\tlearn: 786.8743664\ttotal: 714ms\tremaining: 49.6ms\n",
      "187:\tlearn: 786.1184477\ttotal: 719ms\tremaining: 45.9ms\n",
      "188:\tlearn: 785.2315840\ttotal: 722ms\tremaining: 42ms\n",
      "189:\tlearn: 784.5557071\ttotal: 725ms\tremaining: 38.2ms\n",
      "190:\tlearn: 783.9031660\ttotal: 729ms\tremaining: 34.4ms\n",
      "191:\tlearn: 782.9274952\ttotal: 733ms\tremaining: 30.5ms\n",
      "192:\tlearn: 782.4377241\ttotal: 736ms\tremaining: 26.7ms\n",
      "193:\tlearn: 781.7463740\ttotal: 739ms\tremaining: 22.9ms\n",
      "194:\tlearn: 781.0771618\ttotal: 743ms\tremaining: 19ms\n",
      "195:\tlearn: 780.2345579\ttotal: 746ms\tremaining: 15.2ms\n",
      "196:\tlearn: 779.4167417\ttotal: 750ms\tremaining: 11.4ms\n",
      "197:\tlearn: 778.7726170\ttotal: 753ms\tremaining: 7.61ms\n",
      "198:\tlearn: 778.3001448\ttotal: 757ms\tremaining: 3.8ms\n",
      "199:\tlearn: 777.7440078\ttotal: 760ms\tremaining: 0us\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:\tlearn: 1322.7437636\ttotal: 6.1ms\tremaining: 1.21s\n",
      "1:\tlearn: 1315.5843742\ttotal: 12.1ms\tremaining: 1.2s\n",
      "2:\tlearn: 1308.3593476\ttotal: 18.4ms\tremaining: 1.21s\n",
      "3:\tlearn: 1300.9873277\ttotal: 24.4ms\tremaining: 1.2s\n",
      "4:\tlearn: 1292.8756817\ttotal: 29.4ms\tremaining: 1.15s\n",
      "5:\tlearn: 1287.0869317\ttotal: 31.4ms\tremaining: 1.02s\n",
      "6:\tlearn: 1280.3923743\ttotal: 35.5ms\tremaining: 979ms\n",
      "7:\tlearn: 1273.4786336\ttotal: 39.2ms\tremaining: 940ms\n",
      "8:\tlearn: 1266.0979287\ttotal: 43ms\tremaining: 912ms\n",
      "9:\tlearn: 1259.1286882\ttotal: 46.7ms\tremaining: 887ms\n",
      "10:\tlearn: 1252.8631662\ttotal: 50.8ms\tremaining: 873ms\n",
      "11:\tlearn: 1246.1273744\ttotal: 54.6ms\tremaining: 856ms\n",
      "12:\tlearn: 1239.6539677\ttotal: 58.4ms\tremaining: 840ms\n",
      "13:\tlearn: 1233.5847790\ttotal: 62.1ms\tremaining: 825ms\n",
      "14:\tlearn: 1227.8188905\ttotal: 66.3ms\tremaining: 818ms\n",
      "15:\tlearn: 1221.6314147\ttotal: 70ms\tremaining: 805ms\n",
      "16:\tlearn: 1215.6572237\ttotal: 73.8ms\tremaining: 794ms\n",
      "17:\tlearn: 1209.2001643\ttotal: 77.5ms\tremaining: 783ms\n",
      "18:\tlearn: 1202.9020314\ttotal: 81.6ms\tremaining: 778ms\n",
      "19:\tlearn: 1197.5013215\ttotal: 85.4ms\tremaining: 768ms\n",
      "20:\tlearn: 1191.4681296\ttotal: 89.1ms\tremaining: 760ms\n",
      "21:\tlearn: 1185.6480140\ttotal: 92.9ms\tremaining: 752ms\n",
      "22:\tlearn: 1179.6116040\ttotal: 97.3ms\tremaining: 749ms\n",
      "23:\tlearn: 1173.3069548\ttotal: 101ms\tremaining: 741ms\n",
      "24:\tlearn: 1168.3015743\ttotal: 104ms\tremaining: 731ms\n",
      "25:\tlearn: 1162.2380698\ttotal: 108ms\tremaining: 722ms\n",
      "26:\tlearn: 1157.4576424\ttotal: 112ms\tremaining: 715ms\n",
      "27:\tlearn: 1151.7462147\ttotal: 115ms\tremaining: 707ms\n",
      "28:\tlearn: 1146.4718067\ttotal: 118ms\tremaining: 699ms\n",
      "29:\tlearn: 1141.6555802\ttotal: 122ms\tremaining: 691ms\n",
      "30:\tlearn: 1136.9484536\ttotal: 125ms\tremaining: 683ms\n",
      "31:\tlearn: 1132.5214255\ttotal: 128ms\tremaining: 673ms\n",
      "32:\tlearn: 1127.1767470\ttotal: 132ms\tremaining: 667ms\n",
      "33:\tlearn: 1122.4134645\ttotal: 135ms\tremaining: 661ms\n",
      "34:\tlearn: 1117.4642452\ttotal: 139ms\tremaining: 654ms\n",
      "35:\tlearn: 1112.3333656\ttotal: 143ms\tremaining: 650ms\n",
      "36:\tlearn: 1107.5761751\ttotal: 145ms\tremaining: 640ms\n",
      "37:\tlearn: 1102.3861555\ttotal: 149ms\tremaining: 633ms\n",
      "38:\tlearn: 1097.7122476\ttotal: 152ms\tremaining: 627ms\n",
      "39:\tlearn: 1092.9702676\ttotal: 156ms\tremaining: 622ms\n",
      "40:\tlearn: 1088.0338474\ttotal: 158ms\tremaining: 614ms\n",
      "41:\tlearn: 1083.9338673\ttotal: 162ms\tremaining: 608ms\n",
      "42:\tlearn: 1079.9943927\ttotal: 165ms\tremaining: 602ms\n",
      "43:\tlearn: 1075.0656179\ttotal: 168ms\tremaining: 597ms\n",
      "44:\tlearn: 1070.5367710\ttotal: 172ms\tremaining: 594ms\n",
      "45:\tlearn: 1066.2660312\ttotal: 175ms\tremaining: 586ms\n",
      "46:\tlearn: 1062.4213780\ttotal: 180ms\tremaining: 586ms\n",
      "47:\tlearn: 1058.2137093\ttotal: 188ms\tremaining: 595ms\n",
      "48:\tlearn: 1054.0599359\ttotal: 193ms\tremaining: 593ms\n",
      "49:\tlearn: 1049.6779017\ttotal: 197ms\tremaining: 591ms\n",
      "50:\tlearn: 1045.9210111\ttotal: 203ms\tremaining: 592ms\n",
      "51:\tlearn: 1042.0064642\ttotal: 208ms\tremaining: 593ms\n",
      "52:\tlearn: 1037.8031951\ttotal: 212ms\tremaining: 587ms\n",
      "53:\tlearn: 1033.6077751\ttotal: 216ms\tremaining: 583ms\n",
      "54:\tlearn: 1029.4923350\ttotal: 219ms\tremaining: 577ms\n",
      "55:\tlearn: 1025.7451520\ttotal: 222ms\tremaining: 572ms\n",
      "56:\tlearn: 1021.4743807\ttotal: 226ms\tremaining: 566ms\n",
      "57:\tlearn: 1017.3156753\ttotal: 229ms\tremaining: 561ms\n",
      "58:\tlearn: 1013.5516565\ttotal: 233ms\tremaining: 556ms\n",
      "59:\tlearn: 1009.9249428\ttotal: 236ms\tremaining: 551ms\n",
      "60:\tlearn: 1006.6389961\ttotal: 240ms\tremaining: 546ms\n",
      "61:\tlearn: 1003.2759304\ttotal: 243ms\tremaining: 541ms\n",
      "62:\tlearn: 1000.5145699\ttotal: 247ms\tremaining: 537ms\n",
      "63:\tlearn: 996.7929762\ttotal: 250ms\tremaining: 532ms\n",
      "64:\tlearn: 993.1495284\ttotal: 254ms\tremaining: 527ms\n",
      "65:\tlearn: 990.1339177\ttotal: 257ms\tremaining: 523ms\n",
      "66:\tlearn: 986.8172632\ttotal: 261ms\tremaining: 519ms\n",
      "67:\tlearn: 983.9482266\ttotal: 265ms\tremaining: 514ms\n",
      "68:\tlearn: 980.7614863\ttotal: 268ms\tremaining: 509ms\n",
      "69:\tlearn: 977.2226596\ttotal: 272ms\tremaining: 504ms\n",
      "70:\tlearn: 974.1973033\ttotal: 276ms\tremaining: 501ms\n",
      "71:\tlearn: 971.0208758\ttotal: 279ms\tremaining: 496ms\n",
      "72:\tlearn: 967.7820548\ttotal: 283ms\tremaining: 492ms\n",
      "73:\tlearn: 964.6061944\ttotal: 286ms\tremaining: 487ms\n",
      "74:\tlearn: 961.2818569\ttotal: 290ms\tremaining: 483ms\n",
      "75:\tlearn: 958.7650525\ttotal: 293ms\tremaining: 478ms\n",
      "76:\tlearn: 955.7117662\ttotal: 297ms\tremaining: 474ms\n",
      "77:\tlearn: 952.4673410\ttotal: 300ms\tremaining: 470ms\n",
      "78:\tlearn: 950.1222326\ttotal: 304ms\tremaining: 465ms\n",
      "79:\tlearn: 947.5199589\ttotal: 307ms\tremaining: 461ms\n",
      "80:\tlearn: 944.9447376\ttotal: 311ms\tremaining: 457ms\n",
      "81:\tlearn: 942.1488892\ttotal: 314ms\tremaining: 452ms\n",
      "82:\tlearn: 939.3079201\ttotal: 318ms\tremaining: 448ms\n",
      "83:\tlearn: 936.8781748\ttotal: 322ms\tremaining: 444ms\n",
      "84:\tlearn: 934.5214941\ttotal: 325ms\tremaining: 440ms\n",
      "85:\tlearn: 932.2197315\ttotal: 329ms\tremaining: 436ms\n",
      "86:\tlearn: 929.5491970\ttotal: 332ms\tremaining: 431ms\n",
      "87:\tlearn: 926.8304274\ttotal: 336ms\tremaining: 428ms\n",
      "88:\tlearn: 924.0223730\ttotal: 340ms\tremaining: 424ms\n",
      "89:\tlearn: 921.2228855\ttotal: 343ms\tremaining: 419ms\n",
      "90:\tlearn: 918.8803866\ttotal: 349ms\tremaining: 418ms\n",
      "91:\tlearn: 916.7732134\ttotal: 353ms\tremaining: 415ms\n",
      "92:\tlearn: 914.4602119\ttotal: 358ms\tremaining: 412ms\n",
      "93:\tlearn: 912.3611011\ttotal: 363ms\tremaining: 409ms\n",
      "94:\tlearn: 910.6576550\ttotal: 365ms\tremaining: 404ms\n",
      "95:\tlearn: 907.8454631\ttotal: 373ms\tremaining: 404ms\n",
      "96:\tlearn: 905.4655624\ttotal: 376ms\tremaining: 400ms\n",
      "97:\tlearn: 903.0515593\ttotal: 381ms\tremaining: 397ms\n",
      "98:\tlearn: 901.3529462\ttotal: 385ms\tremaining: 392ms\n",
      "99:\tlearn: 899.1471274\ttotal: 388ms\tremaining: 388ms\n",
      "100:\tlearn: 896.6851728\ttotal: 392ms\tremaining: 384ms\n",
      "101:\tlearn: 894.5555388\ttotal: 396ms\tremaining: 380ms\n",
      "102:\tlearn: 892.5995127\ttotal: 401ms\tremaining: 377ms\n",
      "103:\tlearn: 890.8269641\ttotal: 408ms\tremaining: 377ms\n",
      "104:\tlearn: 888.5387200\ttotal: 412ms\tremaining: 373ms\n",
      "105:\tlearn: 886.3111485\ttotal: 416ms\tremaining: 369ms\n",
      "106:\tlearn: 884.7702640\ttotal: 419ms\tremaining: 364ms\n",
      "107:\tlearn: 883.3833666\ttotal: 423ms\tremaining: 360ms\n",
      "108:\tlearn: 881.1467470\ttotal: 426ms\tremaining: 356ms\n",
      "109:\tlearn: 879.2921502\ttotal: 430ms\tremaining: 352ms\n",
      "110:\tlearn: 877.5327439\ttotal: 433ms\tremaining: 347ms\n",
      "111:\tlearn: 876.1866476\ttotal: 437ms\tremaining: 343ms\n",
      "112:\tlearn: 874.9917699\ttotal: 439ms\tremaining: 338ms\n",
      "113:\tlearn: 872.8794706\ttotal: 442ms\tremaining: 334ms\n",
      "114:\tlearn: 870.9481399\ttotal: 446ms\tremaining: 330ms\n",
      "115:\tlearn: 869.1482848\ttotal: 449ms\tremaining: 325ms\n",
      "116:\tlearn: 867.5225102\ttotal: 453ms\tremaining: 322ms\n",
      "117:\tlearn: 865.9694237\ttotal: 457ms\tremaining: 317ms\n",
      "118:\tlearn: 863.9805251\ttotal: 460ms\tremaining: 313ms\n",
      "119:\tlearn: 861.9885750\ttotal: 463ms\tremaining: 309ms\n",
      "120:\tlearn: 860.3004187\ttotal: 467ms\tremaining: 305ms\n",
      "121:\tlearn: 858.7082148\ttotal: 471ms\tremaining: 301ms\n",
      "122:\tlearn: 856.9631610\ttotal: 474ms\tremaining: 297ms\n",
      "123:\tlearn: 855.3855299\ttotal: 478ms\tremaining: 293ms\n",
      "124:\tlearn: 853.8285146\ttotal: 480ms\tremaining: 288ms\n",
      "125:\tlearn: 852.1652150\ttotal: 484ms\tremaining: 284ms\n",
      "126:\tlearn: 850.7942696\ttotal: 488ms\tremaining: 281ms\n",
      "127:\tlearn: 849.5321422\ttotal: 491ms\tremaining: 276ms\n",
      "128:\tlearn: 848.1566179\ttotal: 495ms\tremaining: 272ms\n",
      "129:\tlearn: 846.5515496\ttotal: 499ms\tremaining: 269ms\n",
      "130:\tlearn: 845.0943239\ttotal: 502ms\tremaining: 264ms\n",
      "131:\tlearn: 843.3937662\ttotal: 506ms\tremaining: 260ms\n",
      "132:\tlearn: 841.9116647\ttotal: 509ms\tremaining: 256ms\n",
      "133:\tlearn: 840.5107267\ttotal: 515ms\tremaining: 254ms\n",
      "134:\tlearn: 838.8632224\ttotal: 520ms\tremaining: 250ms\n",
      "135:\tlearn: 837.4683682\ttotal: 525ms\tremaining: 247ms\n",
      "136:\tlearn: 835.7389098\ttotal: 539ms\tremaining: 248ms\n",
      "137:\tlearn: 834.2934354\ttotal: 544ms\tremaining: 244ms\n",
      "138:\tlearn: 832.8412715\ttotal: 549ms\tremaining: 241ms\n",
      "139:\tlearn: 831.5036937\ttotal: 552ms\tremaining: 237ms\n",
      "140:\tlearn: 830.6622138\ttotal: 554ms\tremaining: 232ms\n",
      "141:\tlearn: 829.1055476\ttotal: 558ms\tremaining: 228ms\n",
      "142:\tlearn: 827.7124245\ttotal: 561ms\tremaining: 224ms\n",
      "143:\tlearn: 826.3116491\ttotal: 565ms\tremaining: 220ms\n",
      "144:\tlearn: 824.9991606\ttotal: 568ms\tremaining: 216ms\n",
      "145:\tlearn: 823.4739791\ttotal: 572ms\tremaining: 211ms\n",
      "146:\tlearn: 822.4466594\ttotal: 575ms\tremaining: 207ms\n",
      "147:\tlearn: 821.3983629\ttotal: 578ms\tremaining: 203ms\n",
      "148:\tlearn: 820.3872916\ttotal: 582ms\tremaining: 199ms\n",
      "149:\tlearn: 819.1223421\ttotal: 585ms\tremaining: 195ms\n",
      "150:\tlearn: 817.8544821\ttotal: 589ms\tremaining: 191ms\n",
      "151:\tlearn: 816.7449662\ttotal: 593ms\tremaining: 187ms\n",
      "152:\tlearn: 815.4500868\ttotal: 597ms\tremaining: 183ms\n",
      "153:\tlearn: 814.3701737\ttotal: 600ms\tremaining: 179ms\n",
      "154:\tlearn: 813.0330274\ttotal: 604ms\tremaining: 175ms\n",
      "155:\tlearn: 811.8795635\ttotal: 608ms\tremaining: 171ms\n",
      "156:\tlearn: 810.8944136\ttotal: 611ms\tremaining: 167ms\n",
      "157:\tlearn: 809.9014264\ttotal: 615ms\tremaining: 163ms\n",
      "158:\tlearn: 808.8798308\ttotal: 619ms\tremaining: 160ms\n",
      "159:\tlearn: 808.1115136\ttotal: 622ms\tremaining: 156ms\n",
      "160:\tlearn: 806.9933152\ttotal: 625ms\tremaining: 151ms\n",
      "161:\tlearn: 805.9374387\ttotal: 629ms\tremaining: 147ms\n",
      "162:\tlearn: 805.2252016\ttotal: 633ms\tremaining: 144ms\n",
      "163:\tlearn: 804.1181308\ttotal: 636ms\tremaining: 140ms\n",
      "164:\tlearn: 803.2183805\ttotal: 640ms\tremaining: 136ms\n",
      "165:\tlearn: 802.2074781\ttotal: 643ms\tremaining: 132ms\n",
      "166:\tlearn: 801.6140723\ttotal: 645ms\tremaining: 127ms\n",
      "167:\tlearn: 800.7444714\ttotal: 648ms\tremaining: 124ms\n",
      "168:\tlearn: 799.7308013\ttotal: 652ms\tremaining: 120ms\n",
      "169:\tlearn: 798.6483460\ttotal: 655ms\tremaining: 116ms\n",
      "170:\tlearn: 797.5751829\ttotal: 659ms\tremaining: 112ms\n",
      "171:\tlearn: 796.9036689\ttotal: 663ms\tremaining: 108ms\n",
      "172:\tlearn: 796.1122112\ttotal: 666ms\tremaining: 104ms\n",
      "173:\tlearn: 795.3531719\ttotal: 670ms\tremaining: 100ms\n",
      "174:\tlearn: 794.4891976\ttotal: 673ms\tremaining: 96.2ms\n",
      "175:\tlearn: 793.5289306\ttotal: 677ms\tremaining: 92.4ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "176:\tlearn: 792.6284032\ttotal: 683ms\tremaining: 88.8ms\n",
      "177:\tlearn: 791.8833211\ttotal: 688ms\tremaining: 85ms\n",
      "178:\tlearn: 791.0330278\ttotal: 693ms\tremaining: 81.3ms\n",
      "179:\tlearn: 790.2247073\ttotal: 698ms\tremaining: 77.5ms\n",
      "180:\tlearn: 789.4606058\ttotal: 703ms\tremaining: 73.8ms\n",
      "181:\tlearn: 788.6545488\ttotal: 708ms\tremaining: 70ms\n",
      "182:\tlearn: 787.9857839\ttotal: 712ms\tremaining: 66.1ms\n",
      "183:\tlearn: 787.0844725\ttotal: 718ms\tremaining: 62.4ms\n",
      "184:\tlearn: 786.2655720\ttotal: 723ms\tremaining: 58.6ms\n",
      "185:\tlearn: 785.3644107\ttotal: 726ms\tremaining: 54.7ms\n",
      "186:\tlearn: 784.7746057\ttotal: 730ms\tremaining: 50.7ms\n",
      "187:\tlearn: 784.0444369\ttotal: 733ms\tremaining: 46.8ms\n",
      "188:\tlearn: 783.4182607\ttotal: 737ms\tremaining: 42.9ms\n",
      "189:\tlearn: 782.9060448\ttotal: 741ms\tremaining: 39ms\n",
      "190:\tlearn: 782.1549795\ttotal: 744ms\tremaining: 35.1ms\n",
      "191:\tlearn: 781.2040877\ttotal: 748ms\tremaining: 31.1ms\n",
      "192:\tlearn: 780.9724417\ttotal: 749ms\tremaining: 27.2ms\n",
      "193:\tlearn: 780.3206295\ttotal: 753ms\tremaining: 23.3ms\n",
      "194:\tlearn: 779.7744380\ttotal: 757ms\tremaining: 19.4ms\n",
      "195:\tlearn: 779.1856176\ttotal: 760ms\tremaining: 15.5ms\n",
      "196:\tlearn: 778.5469139\ttotal: 763ms\tremaining: 11.6ms\n",
      "197:\tlearn: 777.8510740\ttotal: 766ms\tremaining: 7.74ms\n",
      "198:\tlearn: 777.1141534\ttotal: 770ms\tremaining: 3.87ms\n",
      "199:\tlearn: 776.3618218\ttotal: 773ms\tremaining: 0us\n",
      "0:\tlearn: 1337.9173595\ttotal: 9.05ms\tremaining: 1.17s\n",
      "1:\tlearn: 1152.9846448\ttotal: 18.3ms\tremaining: 1.17s\n",
      "2:\tlearn: 1088.9654195\ttotal: 22.4ms\tremaining: 949ms\n",
      "3:\tlearn: 1056.7123940\ttotal: 27ms\tremaining: 850ms\n",
      "4:\tlearn: 1033.0555264\ttotal: 31.1ms\tremaining: 778ms\n",
      "5:\tlearn: 1019.0460118\ttotal: 35ms\tremaining: 723ms\n",
      "6:\tlearn: 1004.4913540\ttotal: 39ms\tremaining: 686ms\n",
      "7:\tlearn: 989.2103133\ttotal: 43.8ms\tremaining: 668ms\n",
      "8:\tlearn: 978.4661466\ttotal: 47.4ms\tremaining: 637ms\n",
      "9:\tlearn: 969.8456112\ttotal: 50.7ms\tremaining: 608ms\n",
      "10:\tlearn: 965.8787147\ttotal: 54ms\tremaining: 584ms\n",
      "11:\tlearn: 956.4123300\ttotal: 58.4ms\tremaining: 575ms\n",
      "12:\tlearn: 932.3442666\ttotal: 61.8ms\tremaining: 557ms\n",
      "13:\tlearn: 924.0772077\ttotal: 65.2ms\tremaining: 541ms\n",
      "14:\tlearn: 920.3401960\ttotal: 68.6ms\tremaining: 526ms\n",
      "15:\tlearn: 906.9360215\ttotal: 71.9ms\tremaining: 512ms\n",
      "16:\tlearn: 899.3597296\ttotal: 75.7ms\tremaining: 503ms\n",
      "17:\tlearn: 886.5342046\ttotal: 79ms\tremaining: 492ms\n",
      "18:\tlearn: 870.1509416\ttotal: 82.3ms\tremaining: 481ms\n",
      "19:\tlearn: 864.3242384\ttotal: 85.4ms\tremaining: 470ms\n",
      "20:\tlearn: 858.5672825\ttotal: 89.1ms\tremaining: 462ms\n",
      "21:\tlearn: 850.2628242\ttotal: 92.2ms\tremaining: 453ms\n",
      "22:\tlearn: 839.3965480\ttotal: 95.2ms\tremaining: 443ms\n",
      "23:\tlearn: 825.3220791\ttotal: 98.3ms\tremaining: 434ms\n",
      "24:\tlearn: 812.2192595\ttotal: 101ms\tremaining: 426ms\n",
      "25:\tlearn: 803.0871290\ttotal: 105ms\tremaining: 420ms\n",
      "26:\tlearn: 796.2113458\ttotal: 108ms\tremaining: 412ms\n",
      "27:\tlearn: 790.0017936\ttotal: 111ms\tremaining: 404ms\n",
      "28:\tlearn: 786.0160648\ttotal: 114ms\tremaining: 396ms\n",
      "29:\tlearn: 776.0740605\ttotal: 117ms\tremaining: 391ms\n",
      "30:\tlearn: 770.1782658\ttotal: 121ms\tremaining: 385ms\n",
      "31:\tlearn: 763.1859519\ttotal: 124ms\tremaining: 379ms\n",
      "32:\tlearn: 754.8102666\ttotal: 127ms\tremaining: 373ms\n",
      "33:\tlearn: 749.3852404\ttotal: 130ms\tremaining: 367ms\n",
      "34:\tlearn: 742.1177576\ttotal: 133ms\tremaining: 362ms\n",
      "35:\tlearn: 735.4055050\ttotal: 136ms\tremaining: 356ms\n",
      "36:\tlearn: 730.6790999\ttotal: 140ms\tremaining: 351ms\n",
      "37:\tlearn: 725.7602700\ttotal: 143ms\tremaining: 345ms\n",
      "38:\tlearn: 719.0469735\ttotal: 146ms\tremaining: 340ms\n",
      "39:\tlearn: 711.2400066\ttotal: 149ms\tremaining: 336ms\n",
      "40:\tlearn: 705.3113308\ttotal: 152ms\tremaining: 330ms\n",
      "41:\tlearn: 699.2236239\ttotal: 155ms\tremaining: 325ms\n",
      "42:\tlearn: 695.2232152\ttotal: 158ms\tremaining: 320ms\n",
      "43:\tlearn: 691.6010626\ttotal: 161ms\tremaining: 315ms\n",
      "44:\tlearn: 683.3139945\ttotal: 164ms\tremaining: 311ms\n",
      "45:\tlearn: 677.3913068\ttotal: 168ms\tremaining: 306ms\n",
      "46:\tlearn: 673.0652023\ttotal: 171ms\tremaining: 301ms\n",
      "47:\tlearn: 668.4144864\ttotal: 176ms\tremaining: 301ms\n",
      "48:\tlearn: 664.4417867\ttotal: 184ms\tremaining: 305ms\n",
      "49:\tlearn: 659.5720124\ttotal: 189ms\tremaining: 302ms\n",
      "50:\tlearn: 654.1306547\ttotal: 195ms\tremaining: 303ms\n",
      "51:\tlearn: 649.4139570\ttotal: 200ms\tremaining: 300ms\n",
      "52:\tlearn: 646.1850064\ttotal: 204ms\tremaining: 296ms\n",
      "53:\tlearn: 642.6642125\ttotal: 210ms\tremaining: 296ms\n",
      "54:\tlearn: 638.9853550\ttotal: 213ms\tremaining: 291ms\n",
      "55:\tlearn: 633.2372012\ttotal: 216ms\tremaining: 286ms\n",
      "56:\tlearn: 624.9241089\ttotal: 220ms\tremaining: 281ms\n",
      "57:\tlearn: 621.3223221\ttotal: 223ms\tremaining: 277ms\n",
      "58:\tlearn: 614.1139114\ttotal: 226ms\tremaining: 272ms\n",
      "59:\tlearn: 609.1857718\ttotal: 229ms\tremaining: 268ms\n",
      "60:\tlearn: 604.6749964\ttotal: 233ms\tremaining: 263ms\n",
      "61:\tlearn: 600.6427536\ttotal: 236ms\tremaining: 258ms\n",
      "62:\tlearn: 595.2611089\ttotal: 239ms\tremaining: 254ms\n",
      "63:\tlearn: 591.9288335\ttotal: 242ms\tremaining: 250ms\n",
      "64:\tlearn: 587.2346734\ttotal: 245ms\tremaining: 245ms\n",
      "65:\tlearn: 580.6456422\ttotal: 248ms\tremaining: 241ms\n",
      "66:\tlearn: 577.8089428\ttotal: 251ms\tremaining: 236ms\n",
      "67:\tlearn: 576.1103933\ttotal: 255ms\tremaining: 232ms\n",
      "68:\tlearn: 574.1921413\ttotal: 258ms\tremaining: 228ms\n",
      "69:\tlearn: 571.1647952\ttotal: 261ms\tremaining: 224ms\n",
      "70:\tlearn: 568.0615588\ttotal: 264ms\tremaining: 219ms\n",
      "71:\tlearn: 563.3819502\ttotal: 267ms\tremaining: 215ms\n",
      "72:\tlearn: 562.1825603\ttotal: 270ms\tremaining: 211ms\n",
      "73:\tlearn: 557.5569519\ttotal: 273ms\tremaining: 207ms\n",
      "74:\tlearn: 555.8828796\ttotal: 276ms\tremaining: 203ms\n",
      "75:\tlearn: 550.5174820\ttotal: 279ms\tremaining: 199ms\n",
      "76:\tlearn: 543.7016554\ttotal: 283ms\tremaining: 195ms\n",
      "77:\tlearn: 539.5269350\ttotal: 286ms\tremaining: 191ms\n",
      "78:\tlearn: 537.5802108\ttotal: 289ms\tremaining: 187ms\n",
      "79:\tlearn: 533.0292392\ttotal: 292ms\tremaining: 183ms\n",
      "80:\tlearn: 529.4039149\ttotal: 295ms\tremaining: 179ms\n",
      "81:\tlearn: 523.8240117\ttotal: 299ms\tremaining: 175ms\n",
      "82:\tlearn: 521.0560971\ttotal: 302ms\tremaining: 171ms\n",
      "83:\tlearn: 516.7403062\ttotal: 305ms\tremaining: 167ms\n",
      "84:\tlearn: 514.7272757\ttotal: 308ms\tremaining: 163ms\n",
      "85:\tlearn: 509.0454545\ttotal: 311ms\tremaining: 159ms\n",
      "86:\tlearn: 506.9383031\ttotal: 315ms\tremaining: 156ms\n",
      "87:\tlearn: 504.8438790\ttotal: 318ms\tremaining: 152ms\n",
      "88:\tlearn: 502.5771513\ttotal: 321ms\tremaining: 148ms\n",
      "89:\tlearn: 499.3381269\ttotal: 324ms\tremaining: 144ms\n",
      "90:\tlearn: 496.4556603\ttotal: 328ms\tremaining: 140ms\n",
      "91:\tlearn: 493.7351464\ttotal: 331ms\tremaining: 137ms\n",
      "92:\tlearn: 491.2572779\ttotal: 334ms\tremaining: 133ms\n",
      "93:\tlearn: 487.8329844\ttotal: 337ms\tremaining: 129ms\n",
      "94:\tlearn: 485.8498253\ttotal: 340ms\tremaining: 125ms\n",
      "95:\tlearn: 483.5733208\ttotal: 343ms\tremaining: 122ms\n",
      "96:\tlearn: 481.0983463\ttotal: 348ms\tremaining: 118ms\n",
      "97:\tlearn: 478.0228948\ttotal: 352ms\tremaining: 115ms\n",
      "98:\tlearn: 473.6779960\ttotal: 357ms\tremaining: 112ms\n",
      "99:\tlearn: 469.2989430\ttotal: 362ms\tremaining: 108ms\n",
      "100:\tlearn: 465.5316693\ttotal: 368ms\tremaining: 106ms\n",
      "101:\tlearn: 462.4734639\ttotal: 374ms\tremaining: 103ms\n",
      "102:\tlearn: 461.1818204\ttotal: 378ms\tremaining: 99.1ms\n",
      "103:\tlearn: 458.1808777\ttotal: 381ms\tremaining: 95.3ms\n",
      "104:\tlearn: 455.4547253\ttotal: 384ms\tremaining: 91.5ms\n",
      "105:\tlearn: 454.5340118\ttotal: 388ms\tremaining: 88ms\n",
      "106:\tlearn: 452.7860213\ttotal: 392ms\tremaining: 84.2ms\n",
      "107:\tlearn: 450.8253036\ttotal: 395ms\tremaining: 80.4ms\n",
      "108:\tlearn: 446.0616783\ttotal: 398ms\tremaining: 76.6ms\n",
      "109:\tlearn: 443.5615159\ttotal: 401ms\tremaining: 72.9ms\n",
      "110:\tlearn: 440.9953932\ttotal: 404ms\tremaining: 69.2ms\n",
      "111:\tlearn: 438.9942213\ttotal: 407ms\tremaining: 65.5ms\n",
      "112:\tlearn: 437.4176739\ttotal: 410ms\tremaining: 61.7ms\n",
      "113:\tlearn: 435.9623425\ttotal: 413ms\tremaining: 58ms\n",
      "114:\tlearn: 434.1931310\ttotal: 417ms\tremaining: 54.4ms\n",
      "115:\tlearn: 431.3395045\ttotal: 420ms\tremaining: 50.7ms\n",
      "116:\tlearn: 429.5173370\ttotal: 423ms\tremaining: 47ms\n",
      "117:\tlearn: 427.6250169\ttotal: 426ms\tremaining: 43.3ms\n",
      "118:\tlearn: 425.9776085\ttotal: 432ms\tremaining: 40ms\n",
      "119:\tlearn: 424.4275962\ttotal: 437ms\tremaining: 36.4ms\n",
      "120:\tlearn: 422.4651234\ttotal: 441ms\tremaining: 32.8ms\n",
      "121:\tlearn: 420.4077305\ttotal: 444ms\tremaining: 29.1ms\n",
      "122:\tlearn: 419.2255964\ttotal: 447ms\tremaining: 25.5ms\n",
      "123:\tlearn: 416.8260826\ttotal: 451ms\tremaining: 21.8ms\n",
      "124:\tlearn: 413.5373753\ttotal: 454ms\tremaining: 18.2ms\n",
      "125:\tlearn: 411.8331740\ttotal: 457ms\tremaining: 14.5ms\n",
      "126:\tlearn: 410.2029481\ttotal: 460ms\tremaining: 10.9ms\n",
      "127:\tlearn: 408.2389156\ttotal: 464ms\tremaining: 7.24ms\n",
      "128:\tlearn: 407.1205878\ttotal: 467ms\tremaining: 3.62ms\n",
      "129:\tlearn: 405.3251107\ttotal: 470ms\tremaining: 0us\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:\tlearn: 1351.1861407\ttotal: 4.8ms\tremaining: 620ms\n",
      "1:\tlearn: 1175.8743086\ttotal: 10.2ms\tremaining: 652ms\n",
      "2:\tlearn: 1104.6773912\ttotal: 16.2ms\tremaining: 686ms\n",
      "3:\tlearn: 1074.5017693\ttotal: 21.4ms\tremaining: 675ms\n",
      "4:\tlearn: 1047.0500994\ttotal: 26.6ms\tremaining: 666ms\n",
      "5:\tlearn: 1032.0328132\ttotal: 31.8ms\tremaining: 658ms\n",
      "6:\tlearn: 1022.5330159\ttotal: 35.1ms\tremaining: 616ms\n",
      "7:\tlearn: 1006.7707048\ttotal: 38.5ms\tremaining: 587ms\n",
      "8:\tlearn: 989.9250016\ttotal: 41.8ms\tremaining: 562ms\n",
      "9:\tlearn: 975.6949987\ttotal: 45.2ms\tremaining: 542ms\n",
      "10:\tlearn: 972.5089813\ttotal: 48.7ms\tremaining: 527ms\n",
      "11:\tlearn: 953.9186089\ttotal: 52ms\tremaining: 512ms\n",
      "12:\tlearn: 941.0727069\ttotal: 55.4ms\tremaining: 499ms\n",
      "13:\tlearn: 934.6845254\ttotal: 58.8ms\tremaining: 487ms\n",
      "14:\tlearn: 921.3420435\ttotal: 62.7ms\tremaining: 480ms\n",
      "15:\tlearn: 906.9703240\ttotal: 66ms\tremaining: 470ms\n",
      "16:\tlearn: 898.7548951\ttotal: 69.5ms\tremaining: 462ms\n",
      "17:\tlearn: 882.3672319\ttotal: 72.8ms\tremaining: 453ms\n",
      "18:\tlearn: 874.6907137\ttotal: 76.2ms\tremaining: 445ms\n",
      "19:\tlearn: 865.8789076\ttotal: 79.4ms\tremaining: 437ms\n",
      "20:\tlearn: 860.5825523\ttotal: 82.7ms\tremaining: 429ms\n",
      "21:\tlearn: 848.1840694\ttotal: 86.2ms\tremaining: 423ms\n",
      "22:\tlearn: 838.9516351\ttotal: 89.5ms\tremaining: 417ms\n",
      "23:\tlearn: 830.7793208\ttotal: 93.4ms\tremaining: 413ms\n",
      "24:\tlearn: 820.7751850\ttotal: 96.5ms\tremaining: 405ms\n",
      "25:\tlearn: 810.3484455\ttotal: 99.6ms\tremaining: 398ms\n",
      "26:\tlearn: 796.0266597\ttotal: 103ms\tremaining: 391ms\n",
      "27:\tlearn: 785.8954814\ttotal: 106ms\tremaining: 385ms\n",
      "28:\tlearn: 772.7780555\ttotal: 109ms\tremaining: 379ms\n",
      "29:\tlearn: 768.0428954\ttotal: 112ms\tremaining: 374ms\n",
      "30:\tlearn: 759.0014027\ttotal: 115ms\tremaining: 368ms\n",
      "31:\tlearn: 746.6361075\ttotal: 118ms\tremaining: 363ms\n",
      "32:\tlearn: 740.6552941\ttotal: 122ms\tremaining: 359ms\n",
      "33:\tlearn: 735.0056768\ttotal: 125ms\tremaining: 353ms\n",
      "34:\tlearn: 725.8991743\ttotal: 128ms\tremaining: 348ms\n",
      "35:\tlearn: 720.7064061\ttotal: 131ms\tremaining: 342ms\n",
      "36:\tlearn: 716.3299147\ttotal: 134ms\tremaining: 337ms\n",
      "37:\tlearn: 710.5222700\ttotal: 138ms\tremaining: 333ms\n",
      "38:\tlearn: 703.0333073\ttotal: 141ms\tremaining: 328ms\n",
      "39:\tlearn: 697.0469610\ttotal: 144ms\tremaining: 323ms\n",
      "40:\tlearn: 688.5544913\ttotal: 147ms\tremaining: 318ms\n",
      "41:\tlearn: 684.9599432\ttotal: 150ms\tremaining: 314ms\n",
      "42:\tlearn: 680.0730246\ttotal: 153ms\tremaining: 310ms\n",
      "43:\tlearn: 675.3069113\ttotal: 156ms\tremaining: 305ms\n",
      "44:\tlearn: 671.3389287\ttotal: 159ms\tremaining: 300ms\n",
      "45:\tlearn: 668.2125109\ttotal: 162ms\tremaining: 296ms\n",
      "46:\tlearn: 662.4905881\ttotal: 165ms\tremaining: 291ms\n",
      "47:\tlearn: 658.8787769\ttotal: 168ms\tremaining: 287ms\n",
      "48:\tlearn: 654.3188611\ttotal: 171ms\tremaining: 283ms\n",
      "49:\tlearn: 646.1028590\ttotal: 174ms\tremaining: 279ms\n",
      "50:\tlearn: 639.6371801\ttotal: 177ms\tremaining: 275ms\n",
      "51:\tlearn: 638.4025194\ttotal: 182ms\tremaining: 273ms\n",
      "52:\tlearn: 635.5343264\ttotal: 187ms\tremaining: 271ms\n",
      "53:\tlearn: 632.6146822\ttotal: 191ms\tremaining: 269ms\n",
      "54:\tlearn: 626.3390132\ttotal: 196ms\tremaining: 268ms\n",
      "55:\tlearn: 620.9208862\ttotal: 201ms\tremaining: 266ms\n",
      "56:\tlearn: 615.5944686\ttotal: 206ms\tremaining: 263ms\n",
      "57:\tlearn: 610.0272857\ttotal: 211ms\tremaining: 262ms\n",
      "58:\tlearn: 607.1768613\ttotal: 216ms\tremaining: 260ms\n",
      "59:\tlearn: 603.7515786\ttotal: 219ms\tremaining: 256ms\n",
      "60:\tlearn: 599.1731791\ttotal: 223ms\tremaining: 253ms\n",
      "61:\tlearn: 596.1988602\ttotal: 227ms\tremaining: 249ms\n",
      "62:\tlearn: 594.0302091\ttotal: 231ms\tremaining: 246ms\n",
      "63:\tlearn: 592.5726772\ttotal: 235ms\tremaining: 242ms\n",
      "64:\tlearn: 587.9092374\ttotal: 240ms\tremaining: 240ms\n",
      "65:\tlearn: 583.4848545\ttotal: 243ms\tremaining: 235ms\n",
      "66:\tlearn: 578.3826607\ttotal: 246ms\tremaining: 231ms\n",
      "67:\tlearn: 574.9324519\ttotal: 249ms\tremaining: 227ms\n",
      "68:\tlearn: 572.1856554\ttotal: 252ms\tremaining: 223ms\n",
      "69:\tlearn: 569.4274182\ttotal: 255ms\tremaining: 219ms\n",
      "70:\tlearn: 565.1488258\ttotal: 259ms\tremaining: 215ms\n",
      "71:\tlearn: 562.0071271\ttotal: 262ms\tremaining: 211ms\n",
      "72:\tlearn: 559.3034443\ttotal: 265ms\tremaining: 207ms\n",
      "73:\tlearn: 556.4473312\ttotal: 268ms\tremaining: 203ms\n",
      "74:\tlearn: 554.3858668\ttotal: 271ms\tremaining: 199ms\n",
      "75:\tlearn: 549.9235049\ttotal: 274ms\tremaining: 195ms\n",
      "76:\tlearn: 548.0658812\ttotal: 277ms\tremaining: 191ms\n",
      "77:\tlearn: 546.7245309\ttotal: 280ms\tremaining: 187ms\n",
      "78:\tlearn: 544.9128163\ttotal: 283ms\tremaining: 183ms\n",
      "79:\tlearn: 542.9365618\ttotal: 287ms\tremaining: 179ms\n",
      "80:\tlearn: 540.7874842\ttotal: 290ms\tremaining: 175ms\n",
      "81:\tlearn: 537.9271823\ttotal: 293ms\tremaining: 171ms\n",
      "82:\tlearn: 533.9046407\ttotal: 296ms\tremaining: 167ms\n",
      "83:\tlearn: 530.3079650\ttotal: 299ms\tremaining: 164ms\n",
      "84:\tlearn: 528.3121701\ttotal: 302ms\tremaining: 160ms\n",
      "85:\tlearn: 525.8008262\ttotal: 305ms\tremaining: 156ms\n",
      "86:\tlearn: 523.6577614\ttotal: 308ms\tremaining: 152ms\n",
      "87:\tlearn: 520.1383486\ttotal: 311ms\tremaining: 149ms\n",
      "88:\tlearn: 517.4573313\ttotal: 315ms\tremaining: 145ms\n",
      "89:\tlearn: 514.3531124\ttotal: 318ms\tremaining: 141ms\n",
      "90:\tlearn: 511.1404521\ttotal: 321ms\tremaining: 138ms\n",
      "91:\tlearn: 507.7013254\ttotal: 324ms\tremaining: 134ms\n",
      "92:\tlearn: 505.5305061\ttotal: 327ms\tremaining: 130ms\n",
      "93:\tlearn: 501.8768702\ttotal: 330ms\tremaining: 127ms\n",
      "94:\tlearn: 497.7754870\ttotal: 334ms\tremaining: 123ms\n",
      "95:\tlearn: 493.7909903\ttotal: 337ms\tremaining: 119ms\n",
      "96:\tlearn: 491.1154139\ttotal: 340ms\tremaining: 116ms\n",
      "97:\tlearn: 488.5471958\ttotal: 343ms\tremaining: 112ms\n",
      "98:\tlearn: 487.1844422\ttotal: 348ms\tremaining: 109ms\n",
      "99:\tlearn: 484.9961250\ttotal: 352ms\tremaining: 106ms\n",
      "100:\tlearn: 482.4593769\ttotal: 356ms\tremaining: 102ms\n",
      "101:\tlearn: 479.1878247\ttotal: 361ms\tremaining: 99ms\n",
      "102:\tlearn: 474.7345792\ttotal: 366ms\tremaining: 95.9ms\n",
      "103:\tlearn: 472.3072236\ttotal: 370ms\tremaining: 92.4ms\n",
      "104:\tlearn: 469.8500051\ttotal: 375ms\tremaining: 89.3ms\n",
      "105:\tlearn: 467.2627163\ttotal: 378ms\tremaining: 85.6ms\n",
      "106:\tlearn: 465.9687514\ttotal: 381ms\tremaining: 81.9ms\n",
      "107:\tlearn: 465.0529651\ttotal: 384ms\tremaining: 78.2ms\n",
      "108:\tlearn: 462.8755571\ttotal: 387ms\tremaining: 74.6ms\n",
      "109:\tlearn: 459.9493075\ttotal: 391ms\tremaining: 71.1ms\n",
      "110:\tlearn: 458.4641278\ttotal: 394ms\tremaining: 67.5ms\n",
      "111:\tlearn: 456.9675153\ttotal: 397ms\tremaining: 63.8ms\n",
      "112:\tlearn: 454.1725037\ttotal: 400ms\tremaining: 60.2ms\n",
      "113:\tlearn: 451.0562565\ttotal: 404ms\tremaining: 56.7ms\n",
      "114:\tlearn: 450.0025305\ttotal: 407ms\tremaining: 53ms\n",
      "115:\tlearn: 448.7647494\ttotal: 410ms\tremaining: 49.4ms\n",
      "116:\tlearn: 445.8095392\ttotal: 413ms\tremaining: 45.8ms\n",
      "117:\tlearn: 442.2071906\ttotal: 416ms\tremaining: 42.3ms\n",
      "118:\tlearn: 440.9439334\ttotal: 419ms\tremaining: 38.7ms\n",
      "119:\tlearn: 438.6048027\ttotal: 422ms\tremaining: 35.2ms\n",
      "120:\tlearn: 436.4148560\ttotal: 425ms\tremaining: 31.6ms\n",
      "121:\tlearn: 435.0508735\ttotal: 428ms\tremaining: 28.1ms\n",
      "122:\tlearn: 432.7001676\ttotal: 431ms\tremaining: 24.5ms\n",
      "123:\tlearn: 431.1300178\ttotal: 435ms\tremaining: 21ms\n",
      "124:\tlearn: 429.1322333\ttotal: 438ms\tremaining: 17.5ms\n",
      "125:\tlearn: 425.7104691\ttotal: 441ms\tremaining: 14ms\n",
      "126:\tlearn: 423.1586733\ttotal: 444ms\tremaining: 10.5ms\n",
      "127:\tlearn: 420.2168712\ttotal: 447ms\tremaining: 6.99ms\n",
      "128:\tlearn: 418.4354567\ttotal: 454ms\tremaining: 3.52ms\n",
      "129:\tlearn: 416.2473314\ttotal: 457ms\tremaining: 0us\n",
      "0:\tlearn: 1335.2192377\ttotal: 3.06ms\tremaining: 395ms\n",
      "1:\tlearn: 1158.7644898\ttotal: 6.49ms\tremaining: 416ms\n",
      "2:\tlearn: 1088.1614338\ttotal: 9.82ms\tremaining: 416ms\n",
      "3:\tlearn: 1059.7497958\ttotal: 13.6ms\tremaining: 428ms\n",
      "4:\tlearn: 1038.5287946\ttotal: 17ms\tremaining: 425ms\n",
      "5:\tlearn: 1021.9266572\ttotal: 20.4ms\tremaining: 422ms\n",
      "6:\tlearn: 1005.1199133\ttotal: 23.8ms\tremaining: 418ms\n",
      "7:\tlearn: 990.4275299\ttotal: 27.5ms\tremaining: 419ms\n",
      "8:\tlearn: 982.6583459\ttotal: 30.7ms\tremaining: 413ms\n",
      "9:\tlearn: 970.4473105\ttotal: 34ms\tremaining: 408ms\n",
      "10:\tlearn: 959.7036808\ttotal: 37.4ms\tremaining: 404ms\n",
      "11:\tlearn: 945.3804784\ttotal: 40.8ms\tremaining: 401ms\n",
      "12:\tlearn: 932.3470842\ttotal: 44.6ms\tremaining: 401ms\n",
      "13:\tlearn: 922.6908938\ttotal: 47.9ms\tremaining: 397ms\n",
      "14:\tlearn: 919.0954526\ttotal: 51.1ms\tremaining: 392ms\n",
      "15:\tlearn: 916.7112478\ttotal: 54.4ms\tremaining: 387ms\n",
      "16:\tlearn: 898.5854297\ttotal: 57.8ms\tremaining: 384ms\n",
      "17:\tlearn: 889.8892795\ttotal: 60.9ms\tremaining: 379ms\n",
      "18:\tlearn: 878.4317009\ttotal: 64ms\tremaining: 374ms\n",
      "19:\tlearn: 870.5739372\ttotal: 67.1ms\tremaining: 369ms\n",
      "20:\tlearn: 860.5949426\ttotal: 70.1ms\tremaining: 364ms\n",
      "21:\tlearn: 854.1685210\ttotal: 73.6ms\tremaining: 361ms\n",
      "22:\tlearn: 839.9820133\ttotal: 76.9ms\tremaining: 358ms\n",
      "23:\tlearn: 827.8332495\ttotal: 80.1ms\tremaining: 354ms\n",
      "24:\tlearn: 821.3948216\ttotal: 83.3ms\tremaining: 350ms\n",
      "25:\tlearn: 810.6764850\ttotal: 86.6ms\tremaining: 346ms\n",
      "26:\tlearn: 801.2740341\ttotal: 90.4ms\tremaining: 345ms\n",
      "27:\tlearn: 792.4954187\ttotal: 93.6ms\tremaining: 341ms\n",
      "28:\tlearn: 786.8134268\ttotal: 96.7ms\tremaining: 337ms\n",
      "29:\tlearn: 778.2234225\ttotal: 99.7ms\tremaining: 332ms\n",
      "30:\tlearn: 772.2195236\ttotal: 103ms\tremaining: 329ms\n",
      "31:\tlearn: 764.9057689\ttotal: 106ms\tremaining: 326ms\n",
      "32:\tlearn: 754.3454731\ttotal: 110ms\tremaining: 322ms\n",
      "33:\tlearn: 747.5895018\ttotal: 113ms\tremaining: 318ms\n",
      "34:\tlearn: 740.9232739\ttotal: 116ms\tremaining: 314ms\n",
      "35:\tlearn: 737.8636987\ttotal: 119ms\tremaining: 312ms\n",
      "36:\tlearn: 730.6983137\ttotal: 122ms\tremaining: 308ms\n",
      "37:\tlearn: 727.1514860\ttotal: 125ms\tremaining: 304ms\n",
      "38:\tlearn: 721.8698086\ttotal: 128ms\tremaining: 300ms\n",
      "39:\tlearn: 715.9890000\ttotal: 131ms\tremaining: 296ms\n",
      "40:\tlearn: 710.1571214\ttotal: 135ms\tremaining: 293ms\n",
      "41:\tlearn: 704.4608339\ttotal: 138ms\tremaining: 289ms\n",
      "42:\tlearn: 701.5690103\ttotal: 141ms\tremaining: 285ms\n",
      "43:\tlearn: 697.2892800\ttotal: 144ms\tremaining: 281ms\n",
      "44:\tlearn: 689.1092530\ttotal: 147ms\tremaining: 278ms\n",
      "45:\tlearn: 684.3283014\ttotal: 150ms\tremaining: 274ms\n",
      "46:\tlearn: 675.7304361\ttotal: 153ms\tremaining: 271ms\n",
      "47:\tlearn: 671.8897226\ttotal: 156ms\tremaining: 267ms\n",
      "48:\tlearn: 666.1814066\ttotal: 161ms\tremaining: 266ms\n",
      "49:\tlearn: 662.9675923\ttotal: 166ms\tremaining: 265ms\n",
      "50:\tlearn: 658.6849163\ttotal: 170ms\tremaining: 263ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "51:\tlearn: 654.1616452\ttotal: 175ms\tremaining: 262ms\n",
      "52:\tlearn: 651.2115055\ttotal: 180ms\tremaining: 261ms\n",
      "53:\tlearn: 647.8056402\ttotal: 186ms\tremaining: 262ms\n",
      "54:\tlearn: 641.8011738\ttotal: 191ms\tremaining: 260ms\n",
      "55:\tlearn: 638.6704853\ttotal: 195ms\tremaining: 258ms\n",
      "56:\tlearn: 629.6514734\ttotal: 199ms\tremaining: 255ms\n",
      "57:\tlearn: 628.1828322\ttotal: 203ms\tremaining: 252ms\n",
      "58:\tlearn: 622.2763295\ttotal: 207ms\tremaining: 249ms\n",
      "59:\tlearn: 617.1531653\ttotal: 211ms\tremaining: 246ms\n",
      "60:\tlearn: 613.5645685\ttotal: 215ms\tremaining: 244ms\n",
      "61:\tlearn: 611.8844410\ttotal: 218ms\tremaining: 239ms\n",
      "62:\tlearn: 604.9997138\ttotal: 222ms\tremaining: 236ms\n",
      "63:\tlearn: 601.8349137\ttotal: 225ms\tremaining: 232ms\n",
      "64:\tlearn: 596.7008583\ttotal: 228ms\tremaining: 228ms\n",
      "65:\tlearn: 590.9407043\ttotal: 231ms\tremaining: 224ms\n",
      "66:\tlearn: 587.8357110\ttotal: 234ms\tremaining: 220ms\n",
      "67:\tlearn: 584.3938399\ttotal: 238ms\tremaining: 217ms\n",
      "68:\tlearn: 581.3198381\ttotal: 241ms\tremaining: 213ms\n",
      "69:\tlearn: 578.9229326\ttotal: 244ms\tremaining: 209ms\n",
      "70:\tlearn: 573.9552199\ttotal: 247ms\tremaining: 205ms\n",
      "71:\tlearn: 572.0556414\ttotal: 250ms\tremaining: 201ms\n",
      "72:\tlearn: 568.4336417\ttotal: 253ms\tremaining: 198ms\n",
      "73:\tlearn: 563.9963522\ttotal: 256ms\tremaining: 194ms\n",
      "74:\tlearn: 560.7513722\ttotal: 259ms\tremaining: 190ms\n",
      "75:\tlearn: 560.1327197\ttotal: 262ms\tremaining: 186ms\n",
      "76:\tlearn: 555.8477983\ttotal: 265ms\tremaining: 183ms\n",
      "77:\tlearn: 554.0757737\ttotal: 268ms\tremaining: 179ms\n",
      "78:\tlearn: 550.8314769\ttotal: 271ms\tremaining: 175ms\n",
      "79:\tlearn: 547.6717884\ttotal: 275ms\tremaining: 172ms\n",
      "80:\tlearn: 545.8963921\ttotal: 277ms\tremaining: 168ms\n",
      "81:\tlearn: 543.5715335\ttotal: 281ms\tremaining: 164ms\n",
      "82:\tlearn: 540.1312594\ttotal: 284ms\tremaining: 161ms\n",
      "83:\tlearn: 536.5704755\ttotal: 287ms\tremaining: 157ms\n",
      "84:\tlearn: 534.6778945\ttotal: 289ms\tremaining: 153ms\n",
      "85:\tlearn: 531.3493716\ttotal: 293ms\tremaining: 150ms\n",
      "86:\tlearn: 529.6979004\ttotal: 296ms\tremaining: 146ms\n",
      "87:\tlearn: 527.6918306\ttotal: 299ms\tremaining: 143ms\n",
      "88:\tlearn: 526.0750773\ttotal: 302ms\tremaining: 139ms\n",
      "89:\tlearn: 521.5991400\ttotal: 305ms\tremaining: 136ms\n",
      "90:\tlearn: 519.4519545\ttotal: 308ms\tremaining: 132ms\n",
      "91:\tlearn: 517.2575873\ttotal: 311ms\tremaining: 129ms\n",
      "92:\tlearn: 514.0726088\ttotal: 314ms\tremaining: 125ms\n",
      "93:\tlearn: 510.1757730\ttotal: 317ms\tremaining: 121ms\n",
      "94:\tlearn: 507.7189952\ttotal: 320ms\tremaining: 118ms\n",
      "95:\tlearn: 505.2630257\ttotal: 323ms\tremaining: 114ms\n",
      "96:\tlearn: 503.0235706\ttotal: 326ms\tremaining: 111ms\n",
      "97:\tlearn: 498.1280920\ttotal: 329ms\tremaining: 108ms\n",
      "98:\tlearn: 496.3742611\ttotal: 332ms\tremaining: 104ms\n",
      "99:\tlearn: 494.0710317\ttotal: 335ms\tremaining: 101ms\n",
      "100:\tlearn: 490.8388872\ttotal: 338ms\tremaining: 97.2ms\n",
      "101:\tlearn: 488.1941925\ttotal: 343ms\tremaining: 94.2ms\n",
      "102:\tlearn: 486.9666156\ttotal: 346ms\tremaining: 90.8ms\n",
      "103:\tlearn: 482.3671069\ttotal: 349ms\tremaining: 87.4ms\n",
      "104:\tlearn: 481.6141015\ttotal: 352ms\tremaining: 83.9ms\n",
      "105:\tlearn: 476.4920340\ttotal: 357ms\tremaining: 80.7ms\n",
      "106:\tlearn: 472.9874850\ttotal: 360ms\tremaining: 77.3ms\n",
      "107:\tlearn: 470.4187560\ttotal: 363ms\tremaining: 73.9ms\n",
      "108:\tlearn: 466.5752495\ttotal: 366ms\tremaining: 70.5ms\n",
      "109:\tlearn: 464.3982223\ttotal: 370ms\tremaining: 67.2ms\n",
      "110:\tlearn: 462.5053387\ttotal: 373ms\tremaining: 63.8ms\n",
      "111:\tlearn: 460.2803249\ttotal: 376ms\tremaining: 60.4ms\n",
      "112:\tlearn: 457.1974019\ttotal: 379ms\tremaining: 57ms\n",
      "113:\tlearn: 455.1951450\ttotal: 382ms\tremaining: 53.6ms\n",
      "114:\tlearn: 453.6924628\ttotal: 385ms\tremaining: 50.2ms\n",
      "115:\tlearn: 451.1018084\ttotal: 388ms\tremaining: 46.9ms\n",
      "116:\tlearn: 448.4088417\ttotal: 391ms\tremaining: 43.5ms\n",
      "117:\tlearn: 446.9147950\ttotal: 394ms\tremaining: 40.1ms\n",
      "118:\tlearn: 443.7652614\ttotal: 397ms\tremaining: 36.7ms\n",
      "119:\tlearn: 442.4689989\ttotal: 401ms\tremaining: 33.4ms\n",
      "120:\tlearn: 441.3418945\ttotal: 404ms\tremaining: 30ms\n",
      "121:\tlearn: 439.4083210\ttotal: 407ms\tremaining: 26.7ms\n",
      "122:\tlearn: 437.6477116\ttotal: 410ms\tremaining: 23.3ms\n",
      "123:\tlearn: 435.3800647\ttotal: 413ms\tremaining: 20ms\n",
      "124:\tlearn: 432.8179206\ttotal: 416ms\tremaining: 16.6ms\n",
      "125:\tlearn: 429.7773346\ttotal: 419ms\tremaining: 13.3ms\n",
      "126:\tlearn: 426.6541870\ttotal: 422ms\tremaining: 9.97ms\n",
      "127:\tlearn: 423.8507728\ttotal: 429ms\tremaining: 6.7ms\n",
      "128:\tlearn: 421.0413439\ttotal: 432ms\tremaining: 3.35ms\n",
      "129:\tlearn: 419.3413078\ttotal: 435ms\tremaining: 0us\n",
      "0:\tlearn: 1342.0587494\ttotal: 6.44ms\tremaining: 831ms\n",
      "1:\tlearn: 1147.3487178\ttotal: 14.6ms\tremaining: 936ms\n",
      "2:\tlearn: 1087.1403221\ttotal: 18ms\tremaining: 761ms\n",
      "3:\tlearn: 1052.7477099\ttotal: 21.3ms\tremaining: 671ms\n",
      "4:\tlearn: 1020.6663170\ttotal: 24.7ms\tremaining: 617ms\n",
      "5:\tlearn: 999.5693052\ttotal: 28.5ms\tremaining: 589ms\n",
      "6:\tlearn: 976.1205238\ttotal: 31.9ms\tremaining: 560ms\n",
      "7:\tlearn: 963.2152000\ttotal: 35.1ms\tremaining: 536ms\n",
      "8:\tlearn: 946.1499179\ttotal: 38.5ms\tremaining: 517ms\n",
      "9:\tlearn: 942.3060021\ttotal: 42.4ms\tremaining: 508ms\n",
      "10:\tlearn: 936.6355162\ttotal: 45.7ms\tremaining: 494ms\n",
      "11:\tlearn: 926.3071174\ttotal: 49.1ms\tremaining: 482ms\n",
      "12:\tlearn: 914.4502619\ttotal: 52.5ms\tremaining: 473ms\n",
      "13:\tlearn: 906.6261343\ttotal: 55.9ms\tremaining: 463ms\n",
      "14:\tlearn: 899.7137015\ttotal: 59.6ms\tremaining: 457ms\n",
      "15:\tlearn: 890.8425565\ttotal: 62.9ms\tremaining: 449ms\n",
      "16:\tlearn: 880.4111000\ttotal: 66.3ms\tremaining: 441ms\n",
      "17:\tlearn: 872.1698894\ttotal: 69.7ms\tremaining: 434ms\n",
      "18:\tlearn: 867.1772808\ttotal: 73.4ms\tremaining: 429ms\n",
      "19:\tlearn: 853.7458343\ttotal: 76.7ms\tremaining: 422ms\n",
      "20:\tlearn: 842.0087829\ttotal: 80ms\tremaining: 415ms\n",
      "21:\tlearn: 831.8772653\ttotal: 83.3ms\tremaining: 409ms\n",
      "22:\tlearn: 822.1751215\ttotal: 86.6ms\tremaining: 403ms\n",
      "23:\tlearn: 815.5934854\ttotal: 90.4ms\tremaining: 399ms\n",
      "24:\tlearn: 809.8170330\ttotal: 93.5ms\tremaining: 393ms\n",
      "25:\tlearn: 799.5152360\ttotal: 96.5ms\tremaining: 386ms\n",
      "26:\tlearn: 789.9944783\ttotal: 99.5ms\tremaining: 380ms\n",
      "27:\tlearn: 783.8263794\ttotal: 103ms\tremaining: 374ms\n",
      "28:\tlearn: 776.5130646\ttotal: 106ms\tremaining: 369ms\n",
      "29:\tlearn: 770.1910169\ttotal: 109ms\tremaining: 363ms\n",
      "30:\tlearn: 762.9999594\ttotal: 112ms\tremaining: 358ms\n",
      "31:\tlearn: 757.7077246\ttotal: 119ms\tremaining: 364ms\n",
      "32:\tlearn: 753.1040775\ttotal: 122ms\tremaining: 359ms\n",
      "33:\tlearn: 749.0030367\ttotal: 125ms\tremaining: 353ms\n",
      "34:\tlearn: 740.6204562\ttotal: 128ms\tremaining: 348ms\n",
      "35:\tlearn: 732.9490643\ttotal: 131ms\tremaining: 343ms\n",
      "36:\tlearn: 726.0121322\ttotal: 135ms\tremaining: 339ms\n",
      "37:\tlearn: 720.9751822\ttotal: 138ms\tremaining: 333ms\n",
      "38:\tlearn: 714.9696987\ttotal: 141ms\tremaining: 329ms\n",
      "39:\tlearn: 706.8368727\ttotal: 144ms\tremaining: 324ms\n",
      "40:\tlearn: 700.6132603\ttotal: 147ms\tremaining: 319ms\n",
      "41:\tlearn: 695.4156895\ttotal: 150ms\tremaining: 315ms\n",
      "42:\tlearn: 692.2002093\ttotal: 153ms\tremaining: 310ms\n",
      "43:\tlearn: 685.0447792\ttotal: 156ms\tremaining: 306ms\n",
      "44:\tlearn: 679.3828824\ttotal: 159ms\tremaining: 301ms\n",
      "45:\tlearn: 675.3166145\ttotal: 163ms\tremaining: 298ms\n",
      "46:\tlearn: 669.9715662\ttotal: 166ms\tremaining: 293ms\n",
      "47:\tlearn: 661.1825310\ttotal: 169ms\tremaining: 289ms\n",
      "48:\tlearn: 654.8782001\ttotal: 172ms\tremaining: 284ms\n",
      "49:\tlearn: 650.4821222\ttotal: 175ms\tremaining: 280ms\n",
      "50:\tlearn: 647.1250828\ttotal: 180ms\tremaining: 278ms\n",
      "51:\tlearn: 643.0432595\ttotal: 188ms\tremaining: 282ms\n",
      "52:\tlearn: 637.5146102\ttotal: 193ms\tremaining: 280ms\n",
      "53:\tlearn: 633.7551394\ttotal: 197ms\tremaining: 278ms\n",
      "54:\tlearn: 627.4425540\ttotal: 203ms\tremaining: 277ms\n",
      "55:\tlearn: 624.8979442\ttotal: 208ms\tremaining: 275ms\n",
      "56:\tlearn: 622.2362335\ttotal: 213ms\tremaining: 272ms\n",
      "57:\tlearn: 617.0544429\ttotal: 216ms\tremaining: 269ms\n",
      "58:\tlearn: 614.4766561\ttotal: 220ms\tremaining: 264ms\n",
      "59:\tlearn: 610.4223311\ttotal: 224ms\tremaining: 261ms\n",
      "60:\tlearn: 607.4547483\ttotal: 227ms\tremaining: 256ms\n",
      "61:\tlearn: 602.2087444\ttotal: 230ms\tremaining: 252ms\n",
      "62:\tlearn: 599.1799393\ttotal: 233ms\tremaining: 247ms\n",
      "63:\tlearn: 596.3221698\ttotal: 236ms\tremaining: 243ms\n",
      "64:\tlearn: 591.2869605\ttotal: 239ms\tremaining: 239ms\n",
      "65:\tlearn: 587.7900899\ttotal: 242ms\tremaining: 235ms\n",
      "66:\tlearn: 584.1992543\ttotal: 245ms\tremaining: 231ms\n",
      "67:\tlearn: 579.2448742\ttotal: 248ms\tremaining: 226ms\n",
      "68:\tlearn: 577.5822412\ttotal: 252ms\tremaining: 222ms\n",
      "69:\tlearn: 572.6315551\ttotal: 255ms\tremaining: 218ms\n",
      "70:\tlearn: 568.5532747\ttotal: 258ms\tremaining: 214ms\n",
      "71:\tlearn: 565.3673926\ttotal: 261ms\tremaining: 210ms\n",
      "72:\tlearn: 561.1951475\ttotal: 264ms\tremaining: 206ms\n",
      "73:\tlearn: 558.8918800\ttotal: 267ms\tremaining: 202ms\n",
      "74:\tlearn: 555.3838900\ttotal: 270ms\tremaining: 198ms\n",
      "75:\tlearn: 552.3653343\ttotal: 273ms\tremaining: 194ms\n",
      "76:\tlearn: 546.9454479\ttotal: 276ms\tremaining: 190ms\n",
      "77:\tlearn: 541.8071463\ttotal: 279ms\tremaining: 186ms\n",
      "78:\tlearn: 538.8351992\ttotal: 283ms\tremaining: 183ms\n",
      "79:\tlearn: 537.1888945\ttotal: 286ms\tremaining: 179ms\n",
      "80:\tlearn: 534.4566894\ttotal: 289ms\tremaining: 175ms\n",
      "81:\tlearn: 531.9267191\ttotal: 292ms\tremaining: 171ms\n",
      "82:\tlearn: 529.1820050\ttotal: 295ms\tremaining: 167ms\n",
      "83:\tlearn: 524.5632425\ttotal: 298ms\tremaining: 163ms\n",
      "84:\tlearn: 521.5764544\ttotal: 301ms\tremaining: 160ms\n",
      "85:\tlearn: 519.4607292\ttotal: 304ms\tremaining: 156ms\n",
      "86:\tlearn: 516.8131613\ttotal: 307ms\tremaining: 152ms\n",
      "87:\tlearn: 514.1973740\ttotal: 311ms\tremaining: 148ms\n",
      "88:\tlearn: 509.4556552\ttotal: 314ms\tremaining: 145ms\n",
      "89:\tlearn: 503.7594912\ttotal: 317ms\tremaining: 141ms\n",
      "90:\tlearn: 502.2368431\ttotal: 320ms\tremaining: 137ms\n",
      "91:\tlearn: 499.1058047\ttotal: 323ms\tremaining: 133ms\n",
      "92:\tlearn: 497.4392787\ttotal: 327ms\tremaining: 130ms\n",
      "93:\tlearn: 493.1988651\ttotal: 330ms\tremaining: 126ms\n",
      "94:\tlearn: 490.7489471\ttotal: 333ms\tremaining: 123ms\n",
      "95:\tlearn: 489.2681762\ttotal: 336ms\tremaining: 119ms\n",
      "96:\tlearn: 486.1932328\ttotal: 339ms\tremaining: 115ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "97:\tlearn: 484.8017766\ttotal: 344ms\tremaining: 112ms\n",
      "98:\tlearn: 481.0546425\ttotal: 348ms\tremaining: 109ms\n",
      "99:\tlearn: 477.0226182\ttotal: 352ms\tremaining: 106ms\n",
      "100:\tlearn: 474.3183393\ttotal: 359ms\tremaining: 103ms\n",
      "101:\tlearn: 472.8014131\ttotal: 366ms\tremaining: 100ms\n",
      "102:\tlearn: 470.8210296\ttotal: 371ms\tremaining: 97.1ms\n",
      "103:\tlearn: 468.5184110\ttotal: 374ms\tremaining: 93.4ms\n",
      "104:\tlearn: 466.4772930\ttotal: 377ms\tremaining: 89.8ms\n",
      "105:\tlearn: 464.7961976\ttotal: 380ms\tremaining: 86.1ms\n",
      "106:\tlearn: 462.7405905\ttotal: 384ms\tremaining: 82.5ms\n",
      "107:\tlearn: 461.0181744\ttotal: 388ms\tremaining: 79ms\n",
      "108:\tlearn: 458.6034462\ttotal: 391ms\tremaining: 75.3ms\n",
      "109:\tlearn: 456.2702079\ttotal: 394ms\tremaining: 71.7ms\n",
      "110:\tlearn: 454.8268128\ttotal: 397ms\tremaining: 68ms\n",
      "111:\tlearn: 451.7367938\ttotal: 401ms\tremaining: 64.5ms\n",
      "112:\tlearn: 449.0411919\ttotal: 404ms\tremaining: 60.8ms\n",
      "113:\tlearn: 445.9643581\ttotal: 407ms\tremaining: 57.2ms\n",
      "114:\tlearn: 443.3928010\ttotal: 410ms\tremaining: 53.5ms\n",
      "115:\tlearn: 441.5873176\ttotal: 414ms\tremaining: 50ms\n",
      "116:\tlearn: 439.3838332\ttotal: 417ms\tremaining: 46.3ms\n",
      "117:\tlearn: 438.1956855\ttotal: 420ms\tremaining: 42.7ms\n",
      "118:\tlearn: 435.6003843\ttotal: 423ms\tremaining: 39.1ms\n",
      "119:\tlearn: 432.5547307\ttotal: 426ms\tremaining: 35.5ms\n",
      "120:\tlearn: 431.0324651\ttotal: 430ms\tremaining: 32ms\n",
      "121:\tlearn: 429.6825868\ttotal: 433ms\tremaining: 28.4ms\n",
      "122:\tlearn: 428.5414130\ttotal: 436ms\tremaining: 24.8ms\n",
      "123:\tlearn: 427.4222698\ttotal: 439ms\tremaining: 21.2ms\n",
      "124:\tlearn: 426.1016866\ttotal: 442ms\tremaining: 17.7ms\n",
      "125:\tlearn: 424.8951307\ttotal: 445ms\tremaining: 14.1ms\n",
      "126:\tlearn: 423.8891816\ttotal: 448ms\tremaining: 10.6ms\n",
      "127:\tlearn: 422.3832542\ttotal: 451ms\tremaining: 7.05ms\n",
      "128:\tlearn: 420.3798511\ttotal: 454ms\tremaining: 3.52ms\n",
      "129:\tlearn: 417.7696184\ttotal: 457ms\tremaining: 0us\n",
      "0:\tlearn: 1331.8631988\ttotal: 4.38ms\tremaining: 565ms\n",
      "1:\tlearn: 1160.7659531\ttotal: 9.63ms\tremaining: 616ms\n",
      "2:\tlearn: 1095.2711301\ttotal: 12.9ms\tremaining: 546ms\n",
      "3:\tlearn: 1052.0469221\ttotal: 16.2ms\tremaining: 510ms\n",
      "4:\tlearn: 1022.4967241\ttotal: 19.6ms\tremaining: 489ms\n",
      "5:\tlearn: 1010.5701584\ttotal: 24ms\tremaining: 496ms\n",
      "6:\tlearn: 1002.0352743\ttotal: 27.3ms\tremaining: 480ms\n",
      "7:\tlearn: 985.9701468\ttotal: 30.6ms\tremaining: 467ms\n",
      "8:\tlearn: 967.5134197\ttotal: 33.9ms\tremaining: 456ms\n",
      "9:\tlearn: 963.7547754\ttotal: 37.6ms\tremaining: 451ms\n",
      "10:\tlearn: 953.5821998\ttotal: 41.1ms\tremaining: 445ms\n",
      "11:\tlearn: 942.1112629\ttotal: 44.4ms\tremaining: 437ms\n",
      "12:\tlearn: 933.2140951\ttotal: 47.8ms\tremaining: 430ms\n",
      "13:\tlearn: 916.8745478\ttotal: 51.2ms\tremaining: 424ms\n",
      "14:\tlearn: 910.5936748\ttotal: 55ms\tremaining: 421ms\n",
      "15:\tlearn: 895.7075761\ttotal: 58.2ms\tremaining: 415ms\n",
      "16:\tlearn: 889.0176187\ttotal: 61.5ms\tremaining: 409ms\n",
      "17:\tlearn: 883.4187027\ttotal: 64.9ms\tremaining: 404ms\n",
      "18:\tlearn: 872.9198849\ttotal: 68.2ms\tremaining: 398ms\n",
      "19:\tlearn: 865.3677355\ttotal: 71.7ms\tremaining: 394ms\n",
      "20:\tlearn: 858.2446416\ttotal: 74.9ms\tremaining: 389ms\n",
      "21:\tlearn: 850.3949886\ttotal: 78.3ms\tremaining: 384ms\n",
      "22:\tlearn: 843.8279891\ttotal: 81.7ms\tremaining: 380ms\n",
      "23:\tlearn: 829.9649393\ttotal: 85.4ms\tremaining: 377ms\n",
      "24:\tlearn: 821.0682707\ttotal: 88.5ms\tremaining: 372ms\n",
      "25:\tlearn: 811.3485910\ttotal: 91.5ms\tremaining: 366ms\n",
      "26:\tlearn: 800.4016490\ttotal: 94.7ms\tremaining: 361ms\n",
      "27:\tlearn: 788.1663021\ttotal: 97.8ms\tremaining: 356ms\n",
      "28:\tlearn: 778.5340380\ttotal: 101ms\tremaining: 353ms\n",
      "29:\tlearn: 771.8963845\ttotal: 104ms\tremaining: 348ms\n",
      "30:\tlearn: 765.2352810\ttotal: 108ms\tremaining: 344ms\n",
      "31:\tlearn: 759.5954997\ttotal: 111ms\tremaining: 339ms\n",
      "32:\tlearn: 753.1809903\ttotal: 114ms\tremaining: 334ms\n",
      "33:\tlearn: 745.8168701\ttotal: 117ms\tremaining: 330ms\n",
      "34:\tlearn: 740.9283427\ttotal: 120ms\tremaining: 325ms\n",
      "35:\tlearn: 737.2435278\ttotal: 123ms\tremaining: 321ms\n",
      "36:\tlearn: 730.7658460\ttotal: 126ms\tremaining: 317ms\n",
      "37:\tlearn: 723.0716445\ttotal: 129ms\tremaining: 314ms\n",
      "38:\tlearn: 717.2162522\ttotal: 132ms\tremaining: 309ms\n",
      "39:\tlearn: 711.7842161\ttotal: 135ms\tremaining: 305ms\n",
      "40:\tlearn: 706.9197683\ttotal: 138ms\tremaining: 300ms\n",
      "41:\tlearn: 702.1441353\ttotal: 141ms\tremaining: 296ms\n",
      "42:\tlearn: 698.4735813\ttotal: 145ms\tremaining: 293ms\n",
      "43:\tlearn: 694.3877607\ttotal: 148ms\tremaining: 289ms\n",
      "44:\tlearn: 689.1049262\ttotal: 151ms\tremaining: 286ms\n",
      "45:\tlearn: 683.0751101\ttotal: 154ms\tremaining: 282ms\n",
      "46:\tlearn: 679.1572454\ttotal: 157ms\tremaining: 278ms\n",
      "47:\tlearn: 675.6880550\ttotal: 160ms\tremaining: 274ms\n",
      "48:\tlearn: 669.6784508\ttotal: 164ms\tremaining: 270ms\n",
      "49:\tlearn: 665.7929287\ttotal: 167ms\tremaining: 266ms\n",
      "50:\tlearn: 658.2838418\ttotal: 170ms\tremaining: 263ms\n",
      "51:\tlearn: 651.8170211\ttotal: 174ms\tremaining: 261ms\n",
      "52:\tlearn: 643.6395366\ttotal: 178ms\tremaining: 259ms\n",
      "53:\tlearn: 640.6720289\ttotal: 186ms\tremaining: 262ms\n",
      "54:\tlearn: 634.8497920\ttotal: 191ms\tremaining: 260ms\n",
      "55:\tlearn: 630.0327986\ttotal: 195ms\tremaining: 258ms\n",
      "56:\tlearn: 626.6711889\ttotal: 199ms\tremaining: 255ms\n",
      "57:\tlearn: 623.5956194\ttotal: 204ms\tremaining: 254ms\n",
      "58:\tlearn: 617.0855876\ttotal: 207ms\tremaining: 249ms\n",
      "59:\tlearn: 615.4822146\ttotal: 210ms\tremaining: 245ms\n",
      "60:\tlearn: 613.3493559\ttotal: 213ms\tremaining: 241ms\n",
      "61:\tlearn: 608.5650955\ttotal: 216ms\tremaining: 237ms\n",
      "62:\tlearn: 602.5021204\ttotal: 220ms\tremaining: 234ms\n",
      "63:\tlearn: 597.4037676\ttotal: 223ms\tremaining: 230ms\n",
      "64:\tlearn: 591.2261898\ttotal: 226ms\tremaining: 226ms\n",
      "65:\tlearn: 586.5559659\ttotal: 229ms\tremaining: 222ms\n",
      "66:\tlearn: 582.3356310\ttotal: 233ms\tremaining: 219ms\n",
      "67:\tlearn: 577.0338231\ttotal: 236ms\tremaining: 215ms\n",
      "68:\tlearn: 573.5000519\ttotal: 239ms\tremaining: 211ms\n",
      "69:\tlearn: 570.1412634\ttotal: 242ms\tremaining: 207ms\n",
      "70:\tlearn: 567.2330160\ttotal: 245ms\tremaining: 204ms\n",
      "71:\tlearn: 561.4364026\ttotal: 249ms\tremaining: 200ms\n",
      "72:\tlearn: 558.9367728\ttotal: 252ms\tremaining: 197ms\n",
      "73:\tlearn: 557.1784484\ttotal: 255ms\tremaining: 193ms\n",
      "74:\tlearn: 552.0715508\ttotal: 258ms\tremaining: 189ms\n",
      "75:\tlearn: 546.2561693\ttotal: 261ms\tremaining: 185ms\n",
      "76:\tlearn: 541.4313346\ttotal: 264ms\tremaining: 182ms\n",
      "77:\tlearn: 537.3489809\ttotal: 268ms\tremaining: 178ms\n",
      "78:\tlearn: 534.2531591\ttotal: 271ms\tremaining: 175ms\n",
      "79:\tlearn: 531.3237403\ttotal: 274ms\tremaining: 171ms\n",
      "80:\tlearn: 528.1782729\ttotal: 277ms\tremaining: 168ms\n",
      "81:\tlearn: 525.5242151\ttotal: 280ms\tremaining: 164ms\n",
      "82:\tlearn: 523.4863680\ttotal: 283ms\tremaining: 160ms\n",
      "83:\tlearn: 521.5913742\ttotal: 286ms\tremaining: 157ms\n",
      "84:\tlearn: 516.8691987\ttotal: 290ms\tremaining: 153ms\n",
      "85:\tlearn: 514.0823615\ttotal: 293ms\tremaining: 150ms\n",
      "86:\tlearn: 511.5081323\ttotal: 296ms\tremaining: 146ms\n",
      "87:\tlearn: 508.3033978\ttotal: 299ms\tremaining: 143ms\n",
      "88:\tlearn: 507.5764944\ttotal: 306ms\tremaining: 141ms\n",
      "89:\tlearn: 503.0535098\ttotal: 309ms\tremaining: 137ms\n",
      "90:\tlearn: 499.8894593\ttotal: 312ms\tremaining: 134ms\n",
      "91:\tlearn: 498.4431846\ttotal: 316ms\tremaining: 130ms\n",
      "92:\tlearn: 496.8066056\ttotal: 319ms\tremaining: 127ms\n",
      "93:\tlearn: 492.8903622\ttotal: 322ms\tremaining: 123ms\n",
      "94:\tlearn: 490.6726260\ttotal: 325ms\tremaining: 120ms\n",
      "95:\tlearn: 488.5463647\ttotal: 328ms\tremaining: 116ms\n",
      "96:\tlearn: 486.3995882\ttotal: 331ms\tremaining: 113ms\n",
      "97:\tlearn: 482.7820968\ttotal: 335ms\tremaining: 109ms\n",
      "98:\tlearn: 481.1107880\ttotal: 339ms\tremaining: 106ms\n",
      "99:\tlearn: 477.9958028\ttotal: 344ms\tremaining: 103ms\n",
      "100:\tlearn: 476.1331688\ttotal: 348ms\tremaining: 99.9ms\n",
      "101:\tlearn: 471.9387743\ttotal: 353ms\tremaining: 96.8ms\n",
      "102:\tlearn: 469.7917707\ttotal: 357ms\tremaining: 93.6ms\n",
      "103:\tlearn: 464.5568276\ttotal: 361ms\tremaining: 90.3ms\n",
      "104:\tlearn: 461.7737712\ttotal: 367ms\tremaining: 87.5ms\n",
      "105:\tlearn: 459.7247819\ttotal: 370ms\tremaining: 83.9ms\n",
      "106:\tlearn: 456.6906815\ttotal: 373ms\tremaining: 80.3ms\n",
      "107:\tlearn: 454.6405300\ttotal: 377ms\tremaining: 76.7ms\n",
      "108:\tlearn: 452.8324205\ttotal: 380ms\tremaining: 73.1ms\n",
      "109:\tlearn: 450.9629709\ttotal: 384ms\tremaining: 69.8ms\n",
      "110:\tlearn: 447.9896430\ttotal: 387ms\tremaining: 66.2ms\n",
      "111:\tlearn: 444.4457365\ttotal: 390ms\tremaining: 62.7ms\n",
      "112:\tlearn: 443.3875355\ttotal: 393ms\tremaining: 59.1ms\n",
      "113:\tlearn: 441.4958657\ttotal: 397ms\tremaining: 55.7ms\n",
      "114:\tlearn: 438.6475328\ttotal: 400ms\tremaining: 52.1ms\n",
      "115:\tlearn: 437.4917127\ttotal: 403ms\tremaining: 48.6ms\n",
      "116:\tlearn: 434.9755975\ttotal: 406ms\tremaining: 45.1ms\n",
      "117:\tlearn: 433.0333962\ttotal: 409ms\tremaining: 41.6ms\n",
      "118:\tlearn: 431.6095835\ttotal: 412ms\tremaining: 38.1ms\n",
      "119:\tlearn: 430.7956094\ttotal: 415ms\tremaining: 34.6ms\n",
      "120:\tlearn: 430.1543425\ttotal: 418ms\tremaining: 31.1ms\n",
      "121:\tlearn: 428.1584791\ttotal: 421ms\tremaining: 27.6ms\n",
      "122:\tlearn: 424.1231133\ttotal: 425ms\tremaining: 24.2ms\n",
      "123:\tlearn: 422.5601012\ttotal: 428ms\tremaining: 20.7ms\n",
      "124:\tlearn: 420.6499126\ttotal: 431ms\tremaining: 17.3ms\n",
      "125:\tlearn: 418.1383299\ttotal: 435ms\tremaining: 13.8ms\n",
      "126:\tlearn: 415.6958752\ttotal: 438ms\tremaining: 10.3ms\n",
      "127:\tlearn: 412.4974589\ttotal: 441ms\tremaining: 6.89ms\n",
      "128:\tlearn: 410.0497086\ttotal: 444ms\tremaining: 3.44ms\n",
      "129:\tlearn: 407.3933150\ttotal: 447ms\tremaining: 0us\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:\tlearn: 1337.9173595\ttotal: 3.2ms\tremaining: 637ms\n",
      "1:\tlearn: 1152.9846448\ttotal: 6.33ms\tremaining: 627ms\n",
      "2:\tlearn: 1088.9654195\ttotal: 9.76ms\tremaining: 641ms\n",
      "3:\tlearn: 1056.7123940\ttotal: 13.1ms\tremaining: 641ms\n",
      "4:\tlearn: 1033.0555264\ttotal: 16.4ms\tremaining: 639ms\n",
      "5:\tlearn: 1019.0460118\ttotal: 20.4ms\tremaining: 658ms\n",
      "6:\tlearn: 1004.4913540\ttotal: 23.7ms\tremaining: 654ms\n",
      "7:\tlearn: 989.2103133\ttotal: 27.2ms\tremaining: 652ms\n",
      "8:\tlearn: 978.4661466\ttotal: 30.4ms\tremaining: 646ms\n",
      "9:\tlearn: 969.8456112\ttotal: 34ms\tremaining: 646ms\n",
      "10:\tlearn: 965.8787147\ttotal: 37.1ms\tremaining: 638ms\n",
      "11:\tlearn: 956.4123300\ttotal: 40.6ms\tremaining: 636ms\n",
      "12:\tlearn: 932.3442666\ttotal: 44ms\tremaining: 633ms\n",
      "13:\tlearn: 924.0772077\ttotal: 47.4ms\tremaining: 630ms\n",
      "14:\tlearn: 920.3401960\ttotal: 51.2ms\tremaining: 632ms\n",
      "15:\tlearn: 906.9360215\ttotal: 54.2ms\tremaining: 624ms\n",
      "16:\tlearn: 899.3597296\ttotal: 57.3ms\tremaining: 617ms\n",
      "17:\tlearn: 886.5342046\ttotal: 60.4ms\tremaining: 610ms\n",
      "18:\tlearn: 870.1509416\ttotal: 63.3ms\tremaining: 603ms\n",
      "19:\tlearn: 864.3242384\ttotal: 66.4ms\tremaining: 598ms\n",
      "20:\tlearn: 858.5672825\ttotal: 69.6ms\tremaining: 593ms\n",
      "21:\tlearn: 850.2628242\ttotal: 72.6ms\tremaining: 588ms\n",
      "22:\tlearn: 839.3965480\ttotal: 75.7ms\tremaining: 583ms\n",
      "23:\tlearn: 825.3220791\ttotal: 79.4ms\tremaining: 582ms\n",
      "24:\tlearn: 812.2192595\ttotal: 82.7ms\tremaining: 579ms\n",
      "25:\tlearn: 803.0871290\ttotal: 86ms\tremaining: 576ms\n",
      "26:\tlearn: 796.2113458\ttotal: 89ms\tremaining: 570ms\n",
      "27:\tlearn: 790.0017936\ttotal: 92ms\tremaining: 565ms\n",
      "28:\tlearn: 786.0160648\ttotal: 95.6ms\tremaining: 564ms\n",
      "29:\tlearn: 776.0740605\ttotal: 98.7ms\tremaining: 559ms\n",
      "30:\tlearn: 770.1782658\ttotal: 102ms\tremaining: 554ms\n",
      "31:\tlearn: 763.1859519\ttotal: 105ms\tremaining: 550ms\n",
      "32:\tlearn: 754.8102666\ttotal: 108ms\tremaining: 545ms\n",
      "33:\tlearn: 749.3852404\ttotal: 111ms\tremaining: 541ms\n",
      "34:\tlearn: 742.1177576\ttotal: 114ms\tremaining: 537ms\n",
      "35:\tlearn: 735.4055050\ttotal: 117ms\tremaining: 533ms\n",
      "36:\tlearn: 730.6790999\ttotal: 120ms\tremaining: 529ms\n",
      "37:\tlearn: 725.7602700\ttotal: 123ms\tremaining: 525ms\n",
      "38:\tlearn: 719.0469735\ttotal: 126ms\tremaining: 521ms\n",
      "39:\tlearn: 711.2400066\ttotal: 129ms\tremaining: 517ms\n",
      "40:\tlearn: 705.3113308\ttotal: 132ms\tremaining: 513ms\n",
      "41:\tlearn: 699.2236239\ttotal: 135ms\tremaining: 509ms\n",
      "42:\tlearn: 695.2232152\ttotal: 139ms\tremaining: 507ms\n",
      "43:\tlearn: 691.6010626\ttotal: 142ms\tremaining: 503ms\n",
      "44:\tlearn: 683.3139945\ttotal: 145ms\tremaining: 499ms\n",
      "45:\tlearn: 677.3913068\ttotal: 148ms\tremaining: 495ms\n",
      "46:\tlearn: 673.0652023\ttotal: 151ms\tremaining: 491ms\n",
      "47:\tlearn: 668.4144864\ttotal: 154ms\tremaining: 489ms\n",
      "48:\tlearn: 664.4417867\ttotal: 157ms\tremaining: 485ms\n",
      "49:\tlearn: 659.5720124\ttotal: 160ms\tremaining: 481ms\n",
      "50:\tlearn: 654.1306547\ttotal: 163ms\tremaining: 478ms\n",
      "51:\tlearn: 649.4139570\ttotal: 166ms\tremaining: 474ms\n",
      "52:\tlearn: 646.1850064\ttotal: 171ms\tremaining: 473ms\n",
      "53:\tlearn: 642.6642125\ttotal: 175ms\tremaining: 473ms\n",
      "54:\tlearn: 638.9853550\ttotal: 181ms\tremaining: 478ms\n",
      "55:\tlearn: 633.2372012\ttotal: 186ms\tremaining: 478ms\n",
      "56:\tlearn: 624.9241089\ttotal: 191ms\tremaining: 479ms\n",
      "57:\tlearn: 621.3223221\ttotal: 195ms\tremaining: 479ms\n",
      "58:\tlearn: 614.1139114\ttotal: 199ms\tremaining: 475ms\n",
      "59:\tlearn: 609.1857718\ttotal: 202ms\tremaining: 471ms\n",
      "60:\tlearn: 604.6749964\ttotal: 205ms\tremaining: 467ms\n",
      "61:\tlearn: 600.6427536\ttotal: 208ms\tremaining: 463ms\n",
      "62:\tlearn: 595.2611089\ttotal: 212ms\tremaining: 461ms\n",
      "63:\tlearn: 591.9288335\ttotal: 215ms\tremaining: 457ms\n",
      "64:\tlearn: 587.2346734\ttotal: 218ms\tremaining: 453ms\n",
      "65:\tlearn: 580.6456422\ttotal: 221ms\tremaining: 449ms\n",
      "66:\tlearn: 577.8089428\ttotal: 224ms\tremaining: 445ms\n",
      "67:\tlearn: 576.1103933\ttotal: 228ms\tremaining: 443ms\n",
      "68:\tlearn: 574.1921413\ttotal: 231ms\tremaining: 439ms\n",
      "69:\tlearn: 571.1647952\ttotal: 234ms\tremaining: 435ms\n",
      "70:\tlearn: 568.0615588\ttotal: 237ms\tremaining: 431ms\n",
      "71:\tlearn: 563.3819502\ttotal: 240ms\tremaining: 427ms\n",
      "72:\tlearn: 562.1825603\ttotal: 243ms\tremaining: 423ms\n",
      "73:\tlearn: 557.5569519\ttotal: 246ms\tremaining: 420ms\n",
      "74:\tlearn: 555.8828796\ttotal: 249ms\tremaining: 416ms\n",
      "75:\tlearn: 550.5174820\ttotal: 253ms\tremaining: 412ms\n",
      "76:\tlearn: 543.7016554\ttotal: 256ms\tremaining: 409ms\n",
      "77:\tlearn: 539.5269350\ttotal: 259ms\tremaining: 405ms\n",
      "78:\tlearn: 537.5802108\ttotal: 262ms\tremaining: 402ms\n",
      "79:\tlearn: 533.0292392\ttotal: 265ms\tremaining: 398ms\n",
      "80:\tlearn: 529.4039149\ttotal: 268ms\tremaining: 394ms\n",
      "81:\tlearn: 523.8240117\ttotal: 272ms\tremaining: 391ms\n",
      "82:\tlearn: 521.0560971\ttotal: 275ms\tremaining: 387ms\n",
      "83:\tlearn: 516.7403062\ttotal: 278ms\tremaining: 384ms\n",
      "84:\tlearn: 514.7272757\ttotal: 286ms\tremaining: 387ms\n",
      "85:\tlearn: 509.0454545\ttotal: 289ms\tremaining: 383ms\n",
      "86:\tlearn: 506.9383031\ttotal: 292ms\tremaining: 379ms\n",
      "87:\tlearn: 504.8438790\ttotal: 295ms\tremaining: 376ms\n",
      "88:\tlearn: 502.5771513\ttotal: 298ms\tremaining: 372ms\n",
      "89:\tlearn: 499.3381269\ttotal: 302ms\tremaining: 369ms\n",
      "90:\tlearn: 496.4556603\ttotal: 305ms\tremaining: 366ms\n",
      "91:\tlearn: 493.7351464\ttotal: 309ms\tremaining: 363ms\n",
      "92:\tlearn: 491.2572779\ttotal: 314ms\tremaining: 361ms\n",
      "93:\tlearn: 487.8329844\ttotal: 318ms\tremaining: 358ms\n",
      "94:\tlearn: 485.8498253\ttotal: 322ms\tremaining: 356ms\n",
      "95:\tlearn: 483.5733208\ttotal: 325ms\tremaining: 352ms\n",
      "96:\tlearn: 481.0983463\ttotal: 328ms\tremaining: 349ms\n",
      "97:\tlearn: 478.0228948\ttotal: 332ms\tremaining: 345ms\n",
      "98:\tlearn: 473.6779960\ttotal: 337ms\tremaining: 344ms\n",
      "99:\tlearn: 469.2989430\ttotal: 341ms\tremaining: 341ms\n",
      "100:\tlearn: 465.5316693\ttotal: 346ms\tremaining: 339ms\n",
      "101:\tlearn: 462.4734639\ttotal: 359ms\tremaining: 345ms\n",
      "102:\tlearn: 461.1818204\ttotal: 367ms\tremaining: 345ms\n",
      "103:\tlearn: 458.1808777\ttotal: 370ms\tremaining: 341ms\n",
      "104:\tlearn: 455.4547253\ttotal: 373ms\tremaining: 337ms\n",
      "105:\tlearn: 454.5340118\ttotal: 377ms\tremaining: 334ms\n",
      "106:\tlearn: 452.7860213\ttotal: 380ms\tremaining: 330ms\n",
      "107:\tlearn: 450.8253036\ttotal: 383ms\tremaining: 326ms\n",
      "108:\tlearn: 446.0616783\ttotal: 386ms\tremaining: 322ms\n",
      "109:\tlearn: 443.5615159\ttotal: 389ms\tremaining: 318ms\n",
      "110:\tlearn: 440.9953932\ttotal: 392ms\tremaining: 315ms\n",
      "111:\tlearn: 438.9942213\ttotal: 395ms\tremaining: 311ms\n",
      "112:\tlearn: 437.4176739\ttotal: 399ms\tremaining: 307ms\n",
      "113:\tlearn: 435.9623425\ttotal: 402ms\tremaining: 303ms\n",
      "114:\tlearn: 434.1931310\ttotal: 405ms\tremaining: 300ms\n",
      "115:\tlearn: 431.3395045\ttotal: 408ms\tremaining: 296ms\n",
      "116:\tlearn: 429.5173370\ttotal: 411ms\tremaining: 292ms\n",
      "117:\tlearn: 427.6250169\ttotal: 414ms\tremaining: 288ms\n",
      "118:\tlearn: 425.9776085\ttotal: 417ms\tremaining: 284ms\n",
      "119:\tlearn: 424.4275962\ttotal: 421ms\tremaining: 281ms\n",
      "120:\tlearn: 422.4651234\ttotal: 424ms\tremaining: 277ms\n",
      "121:\tlearn: 420.4077305\ttotal: 427ms\tremaining: 273ms\n",
      "122:\tlearn: 419.2255964\ttotal: 430ms\tremaining: 269ms\n",
      "123:\tlearn: 416.8260826\ttotal: 433ms\tremaining: 265ms\n",
      "124:\tlearn: 413.5373753\ttotal: 436ms\tremaining: 262ms\n",
      "125:\tlearn: 411.8331740\ttotal: 439ms\tremaining: 258ms\n",
      "126:\tlearn: 410.2029481\ttotal: 443ms\tremaining: 254ms\n",
      "127:\tlearn: 408.2389156\ttotal: 446ms\tremaining: 251ms\n",
      "128:\tlearn: 407.1205878\ttotal: 449ms\tremaining: 247ms\n",
      "129:\tlearn: 405.3251107\ttotal: 452ms\tremaining: 243ms\n",
      "130:\tlearn: 402.4327870\ttotal: 455ms\tremaining: 240ms\n",
      "131:\tlearn: 399.8523855\ttotal: 458ms\tremaining: 236ms\n",
      "132:\tlearn: 398.1019314\ttotal: 461ms\tremaining: 232ms\n",
      "133:\tlearn: 396.5332008\ttotal: 465ms\tremaining: 229ms\n",
      "134:\tlearn: 394.6754124\ttotal: 468ms\tremaining: 225ms\n",
      "135:\tlearn: 391.6515651\ttotal: 471ms\tremaining: 222ms\n",
      "136:\tlearn: 388.5183041\ttotal: 474ms\tremaining: 218ms\n",
      "137:\tlearn: 385.4098945\ttotal: 477ms\tremaining: 214ms\n",
      "138:\tlearn: 384.6803835\ttotal: 480ms\tremaining: 211ms\n",
      "139:\tlearn: 382.3645384\ttotal: 483ms\tremaining: 207ms\n",
      "140:\tlearn: 380.9360487\ttotal: 486ms\tremaining: 204ms\n",
      "141:\tlearn: 378.9223459\ttotal: 489ms\tremaining: 200ms\n",
      "142:\tlearn: 376.4062275\ttotal: 492ms\tremaining: 196ms\n",
      "143:\tlearn: 374.9381035\ttotal: 496ms\tremaining: 193ms\n",
      "144:\tlearn: 374.0149526\ttotal: 499ms\tremaining: 189ms\n",
      "145:\tlearn: 372.8501550\ttotal: 502ms\tremaining: 186ms\n",
      "146:\tlearn: 371.2119395\ttotal: 506ms\tremaining: 182ms\n",
      "147:\tlearn: 368.9096919\ttotal: 511ms\tremaining: 180ms\n",
      "148:\tlearn: 367.8246524\ttotal: 518ms\tremaining: 177ms\n",
      "149:\tlearn: 366.1738316\ttotal: 523ms\tremaining: 174ms\n",
      "150:\tlearn: 364.5215038\ttotal: 528ms\tremaining: 171ms\n",
      "151:\tlearn: 362.2771869\ttotal: 532ms\tremaining: 168ms\n",
      "152:\tlearn: 360.7455996\ttotal: 536ms\tremaining: 165ms\n",
      "153:\tlearn: 359.2394077\ttotal: 539ms\tremaining: 161ms\n",
      "154:\tlearn: 357.4666334\ttotal: 543ms\tremaining: 158ms\n",
      "155:\tlearn: 356.3562952\ttotal: 547ms\tremaining: 154ms\n",
      "156:\tlearn: 355.0670209\ttotal: 550ms\tremaining: 151ms\n",
      "157:\tlearn: 353.8409877\ttotal: 555ms\tremaining: 147ms\n",
      "158:\tlearn: 351.2495549\ttotal: 558ms\tremaining: 144ms\n",
      "159:\tlearn: 349.7144681\ttotal: 561ms\tremaining: 140ms\n",
      "160:\tlearn: 348.9614868\ttotal: 564ms\tremaining: 137ms\n",
      "161:\tlearn: 347.0193681\ttotal: 567ms\tremaining: 133ms\n",
      "162:\tlearn: 345.3734631\ttotal: 570ms\tremaining: 129ms\n",
      "163:\tlearn: 343.8438927\ttotal: 573ms\tremaining: 126ms\n",
      "164:\tlearn: 340.4120070\ttotal: 577ms\tremaining: 122ms\n",
      "165:\tlearn: 338.2997178\ttotal: 580ms\tremaining: 119ms\n",
      "166:\tlearn: 336.5783324\ttotal: 583ms\tremaining: 115ms\n",
      "167:\tlearn: 335.8660860\ttotal: 586ms\tremaining: 112ms\n",
      "168:\tlearn: 333.4135030\ttotal: 590ms\tremaining: 108ms\n",
      "169:\tlearn: 331.7283248\ttotal: 593ms\tremaining: 105ms\n",
      "170:\tlearn: 330.4684963\ttotal: 596ms\tremaining: 101ms\n",
      "171:\tlearn: 329.7361486\ttotal: 599ms\tremaining: 97.5ms\n",
      "172:\tlearn: 328.4551243\ttotal: 602ms\tremaining: 94ms\n",
      "173:\tlearn: 326.7041298\ttotal: 605ms\tremaining: 90.4ms\n",
      "174:\tlearn: 325.3993098\ttotal: 608ms\tremaining: 86.9ms\n",
      "175:\tlearn: 324.1299435\ttotal: 611ms\tremaining: 83.3ms\n",
      "176:\tlearn: 323.3555603\ttotal: 615ms\tremaining: 79.9ms\n",
      "177:\tlearn: 322.1172431\ttotal: 625ms\tremaining: 77.3ms\n",
      "178:\tlearn: 319.8830658\ttotal: 629ms\tremaining: 73.8ms\n",
      "179:\tlearn: 318.3074592\ttotal: 632ms\tremaining: 70.2ms\n",
      "180:\tlearn: 317.7069603\ttotal: 635ms\tremaining: 66.7ms\n",
      "181:\tlearn: 315.2760978\ttotal: 638ms\tremaining: 63.1ms\n",
      "182:\tlearn: 313.7725458\ttotal: 641ms\tremaining: 59.6ms\n",
      "183:\tlearn: 313.0146560\ttotal: 645ms\tremaining: 56.1ms\n",
      "184:\tlearn: 312.3706320\ttotal: 648ms\tremaining: 52.5ms\n",
      "185:\tlearn: 311.1647546\ttotal: 651ms\tremaining: 49ms\n",
      "186:\tlearn: 309.9990975\ttotal: 654ms\tremaining: 45.4ms\n",
      "187:\tlearn: 308.6004673\ttotal: 657ms\tremaining: 41.9ms\n",
      "188:\tlearn: 307.2812056\ttotal: 660ms\tremaining: 38.4ms\n",
      "189:\tlearn: 306.5883733\ttotal: 663ms\tremaining: 34.9ms\n",
      "190:\tlearn: 305.3262087\ttotal: 666ms\tremaining: 31.4ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "191:\tlearn: 304.4919911\ttotal: 671ms\tremaining: 27.9ms\n",
      "192:\tlearn: 303.1933567\ttotal: 675ms\tremaining: 24.5ms\n",
      "193:\tlearn: 302.6761161\ttotal: 680ms\tremaining: 21ms\n",
      "194:\tlearn: 302.1548799\ttotal: 684ms\tremaining: 17.5ms\n",
      "195:\tlearn: 301.4520343\ttotal: 689ms\tremaining: 14.1ms\n",
      "196:\tlearn: 300.4812391\ttotal: 693ms\tremaining: 10.6ms\n",
      "197:\tlearn: 299.5907757\ttotal: 697ms\tremaining: 7.04ms\n",
      "198:\tlearn: 297.7839912\ttotal: 700ms\tremaining: 3.52ms\n",
      "199:\tlearn: 296.9810296\ttotal: 704ms\tremaining: 0us\n",
      "0:\tlearn: 1351.1861407\ttotal: 6.71ms\tremaining: 1.33s\n",
      "1:\tlearn: 1175.8743086\ttotal: 12.9ms\tremaining: 1.28s\n",
      "2:\tlearn: 1104.6773912\ttotal: 20ms\tremaining: 1.31s\n",
      "3:\tlearn: 1074.5017693\ttotal: 23.4ms\tremaining: 1.15s\n",
      "4:\tlearn: 1047.0500994\ttotal: 26.7ms\tremaining: 1.04s\n",
      "5:\tlearn: 1032.0328132\ttotal: 30.1ms\tremaining: 972ms\n",
      "6:\tlearn: 1022.5330159\ttotal: 33.4ms\tremaining: 921ms\n",
      "7:\tlearn: 1006.7707048\ttotal: 37.1ms\tremaining: 890ms\n",
      "8:\tlearn: 989.9250016\ttotal: 40.4ms\tremaining: 857ms\n",
      "9:\tlearn: 975.6949987\ttotal: 43.7ms\tremaining: 830ms\n",
      "10:\tlearn: 972.5089813\ttotal: 47ms\tremaining: 808ms\n",
      "11:\tlearn: 953.9186089\ttotal: 51ms\tremaining: 799ms\n",
      "12:\tlearn: 941.0727069\ttotal: 54.4ms\tremaining: 782ms\n",
      "13:\tlearn: 934.6845254\ttotal: 57.5ms\tremaining: 764ms\n",
      "14:\tlearn: 921.3420435\ttotal: 60.7ms\tremaining: 748ms\n",
      "15:\tlearn: 906.9703240\ttotal: 63.7ms\tremaining: 733ms\n",
      "16:\tlearn: 898.7548951\ttotal: 67.2ms\tremaining: 723ms\n",
      "17:\tlearn: 882.3672319\ttotal: 85.3ms\tremaining: 862ms\n",
      "18:\tlearn: 874.6907137\ttotal: 88.2ms\tremaining: 841ms\n",
      "19:\tlearn: 865.8789076\ttotal: 91.3ms\tremaining: 821ms\n",
      "20:\tlearn: 860.5825523\ttotal: 94.2ms\tremaining: 803ms\n",
      "21:\tlearn: 848.1840694\ttotal: 97.7ms\tremaining: 791ms\n",
      "22:\tlearn: 838.9516351\ttotal: 101ms\tremaining: 775ms\n",
      "23:\tlearn: 830.7793208\ttotal: 104ms\tremaining: 761ms\n",
      "24:\tlearn: 820.7751850\ttotal: 107ms\tremaining: 748ms\n",
      "25:\tlearn: 810.3484455\ttotal: 110ms\tremaining: 736ms\n",
      "26:\tlearn: 796.0266597\ttotal: 113ms\tremaining: 727ms\n",
      "27:\tlearn: 785.8954814\ttotal: 117ms\tremaining: 716ms\n",
      "28:\tlearn: 772.7780555\ttotal: 120ms\tremaining: 705ms\n",
      "29:\tlearn: 768.0428954\ttotal: 123ms\tremaining: 694ms\n",
      "30:\tlearn: 759.0014027\ttotal: 126ms\tremaining: 685ms\n",
      "31:\tlearn: 746.6361075\ttotal: 129ms\tremaining: 676ms\n",
      "32:\tlearn: 740.6552941\ttotal: 132ms\tremaining: 667ms\n",
      "33:\tlearn: 735.0056768\ttotal: 135ms\tremaining: 658ms\n",
      "34:\tlearn: 725.8991743\ttotal: 138ms\tremaining: 650ms\n",
      "35:\tlearn: 720.7064061\ttotal: 141ms\tremaining: 644ms\n",
      "36:\tlearn: 716.3299147\ttotal: 144ms\tremaining: 636ms\n",
      "37:\tlearn: 710.5222700\ttotal: 147ms\tremaining: 628ms\n",
      "38:\tlearn: 703.0333073\ttotal: 150ms\tremaining: 621ms\n",
      "39:\tlearn: 697.0469610\ttotal: 153ms\tremaining: 613ms\n",
      "40:\tlearn: 688.5544913\ttotal: 157ms\tremaining: 608ms\n",
      "41:\tlearn: 684.9599432\ttotal: 160ms\tremaining: 601ms\n",
      "42:\tlearn: 680.0730246\ttotal: 163ms\tremaining: 595ms\n",
      "43:\tlearn: 675.3069113\ttotal: 166ms\tremaining: 588ms\n",
      "44:\tlearn: 671.3389287\ttotal: 169ms\tremaining: 582ms\n",
      "45:\tlearn: 668.2125109\ttotal: 173ms\tremaining: 578ms\n",
      "46:\tlearn: 662.4905881\ttotal: 176ms\tremaining: 571ms\n",
      "47:\tlearn: 658.8787769\ttotal: 179ms\tremaining: 566ms\n",
      "48:\tlearn: 654.3188611\ttotal: 183ms\tremaining: 565ms\n",
      "49:\tlearn: 646.1028590\ttotal: 188ms\tremaining: 563ms\n",
      "50:\tlearn: 639.6371801\ttotal: 192ms\tremaining: 561ms\n",
      "51:\tlearn: 638.4025194\ttotal: 201ms\tremaining: 573ms\n",
      "52:\tlearn: 635.5343264\ttotal: 206ms\tremaining: 571ms\n",
      "53:\tlearn: 632.6146822\ttotal: 209ms\tremaining: 565ms\n",
      "54:\tlearn: 626.3390132\ttotal: 212ms\tremaining: 559ms\n",
      "55:\tlearn: 620.9208862\ttotal: 216ms\tremaining: 556ms\n",
      "56:\tlearn: 615.5944686\ttotal: 219ms\tremaining: 550ms\n",
      "57:\tlearn: 610.0272857\ttotal: 222ms\tremaining: 544ms\n",
      "58:\tlearn: 607.1768613\ttotal: 225ms\tremaining: 538ms\n",
      "59:\tlearn: 603.7515786\ttotal: 228ms\tremaining: 533ms\n",
      "60:\tlearn: 599.1731791\ttotal: 232ms\tremaining: 529ms\n",
      "61:\tlearn: 596.1988602\ttotal: 235ms\tremaining: 523ms\n",
      "62:\tlearn: 594.0302091\ttotal: 238ms\tremaining: 518ms\n",
      "63:\tlearn: 592.5726772\ttotal: 241ms\tremaining: 513ms\n",
      "64:\tlearn: 587.9092374\ttotal: 244ms\tremaining: 507ms\n",
      "65:\tlearn: 583.4848545\ttotal: 248ms\tremaining: 503ms\n",
      "66:\tlearn: 578.3826607\ttotal: 251ms\tremaining: 498ms\n",
      "67:\tlearn: 574.9324519\ttotal: 254ms\tremaining: 494ms\n",
      "68:\tlearn: 572.1856554\ttotal: 257ms\tremaining: 489ms\n",
      "69:\tlearn: 569.4274182\ttotal: 261ms\tremaining: 484ms\n",
      "70:\tlearn: 565.1488258\ttotal: 264ms\tremaining: 479ms\n",
      "71:\tlearn: 562.0071271\ttotal: 267ms\tremaining: 474ms\n",
      "72:\tlearn: 559.3034443\ttotal: 270ms\tremaining: 470ms\n",
      "73:\tlearn: 556.4473312\ttotal: 273ms\tremaining: 465ms\n",
      "74:\tlearn: 554.3858668\ttotal: 276ms\tremaining: 461ms\n",
      "75:\tlearn: 549.9235049\ttotal: 280ms\tremaining: 456ms\n",
      "76:\tlearn: 548.0658812\ttotal: 283ms\tremaining: 451ms\n",
      "77:\tlearn: 546.7245309\ttotal: 286ms\tremaining: 447ms\n",
      "78:\tlearn: 544.9128163\ttotal: 288ms\tremaining: 442ms\n",
      "79:\tlearn: 542.9365618\ttotal: 292ms\tremaining: 438ms\n",
      "80:\tlearn: 540.7874842\ttotal: 295ms\tremaining: 433ms\n",
      "81:\tlearn: 537.9271823\ttotal: 298ms\tremaining: 428ms\n",
      "82:\tlearn: 533.9046407\ttotal: 301ms\tremaining: 424ms\n",
      "83:\tlearn: 530.3079650\ttotal: 304ms\tremaining: 419ms\n",
      "84:\tlearn: 528.3121701\ttotal: 307ms\tremaining: 416ms\n",
      "85:\tlearn: 525.8008262\ttotal: 310ms\tremaining: 411ms\n",
      "86:\tlearn: 523.6577614\ttotal: 313ms\tremaining: 407ms\n",
      "87:\tlearn: 520.1383486\ttotal: 317ms\tremaining: 403ms\n",
      "88:\tlearn: 517.4573313\ttotal: 320ms\tremaining: 399ms\n",
      "89:\tlearn: 514.3531124\ttotal: 323ms\tremaining: 395ms\n",
      "90:\tlearn: 511.1404521\ttotal: 326ms\tremaining: 391ms\n",
      "91:\tlearn: 507.7013254\ttotal: 329ms\tremaining: 387ms\n",
      "92:\tlearn: 505.5305061\ttotal: 332ms\tremaining: 382ms\n",
      "93:\tlearn: 501.8768702\ttotal: 336ms\tremaining: 379ms\n",
      "94:\tlearn: 497.7754870\ttotal: 339ms\tremaining: 375ms\n",
      "95:\tlearn: 493.7909903\ttotal: 342ms\tremaining: 370ms\n",
      "96:\tlearn: 491.1154139\ttotal: 345ms\tremaining: 366ms\n",
      "97:\tlearn: 488.5471958\ttotal: 350ms\tremaining: 364ms\n",
      "98:\tlearn: 487.1844422\ttotal: 354ms\tremaining: 361ms\n",
      "99:\tlearn: 484.9961250\ttotal: 359ms\tremaining: 359ms\n",
      "100:\tlearn: 482.4593769\ttotal: 363ms\tremaining: 355ms\n",
      "101:\tlearn: 479.1878247\ttotal: 367ms\tremaining: 353ms\n",
      "102:\tlearn: 474.7345792\ttotal: 372ms\tremaining: 350ms\n",
      "103:\tlearn: 472.3072236\ttotal: 376ms\tremaining: 347ms\n",
      "104:\tlearn: 469.8500051\ttotal: 381ms\tremaining: 345ms\n",
      "105:\tlearn: 467.2627163\ttotal: 384ms\tremaining: 341ms\n",
      "106:\tlearn: 465.9687514\ttotal: 387ms\tremaining: 337ms\n",
      "107:\tlearn: 465.0529651\ttotal: 390ms\tremaining: 332ms\n",
      "108:\tlearn: 462.8755571\ttotal: 393ms\tremaining: 328ms\n",
      "109:\tlearn: 459.9493075\ttotal: 397ms\tremaining: 325ms\n",
      "110:\tlearn: 458.4641278\ttotal: 400ms\tremaining: 320ms\n",
      "111:\tlearn: 456.9675153\ttotal: 403ms\tremaining: 317ms\n",
      "112:\tlearn: 454.1725037\ttotal: 408ms\tremaining: 314ms\n",
      "113:\tlearn: 451.0562565\ttotal: 412ms\tremaining: 311ms\n",
      "114:\tlearn: 450.0025305\ttotal: 416ms\tremaining: 307ms\n",
      "115:\tlearn: 448.7647494\ttotal: 419ms\tremaining: 303ms\n",
      "116:\tlearn: 445.8095392\ttotal: 422ms\tremaining: 300ms\n",
      "117:\tlearn: 442.2071906\ttotal: 426ms\tremaining: 296ms\n",
      "118:\tlearn: 440.9439334\ttotal: 429ms\tremaining: 292ms\n",
      "119:\tlearn: 438.6048027\ttotal: 432ms\tremaining: 288ms\n",
      "120:\tlearn: 436.4148560\ttotal: 435ms\tremaining: 284ms\n",
      "121:\tlearn: 435.0508735\ttotal: 439ms\tremaining: 281ms\n",
      "122:\tlearn: 432.7001676\ttotal: 442ms\tremaining: 277ms\n",
      "123:\tlearn: 431.1300178\ttotal: 445ms\tremaining: 273ms\n",
      "124:\tlearn: 429.1322333\ttotal: 448ms\tremaining: 269ms\n",
      "125:\tlearn: 425.7104691\ttotal: 451ms\tremaining: 265ms\n",
      "126:\tlearn: 423.1586733\ttotal: 455ms\tremaining: 261ms\n",
      "127:\tlearn: 420.2168712\ttotal: 458ms\tremaining: 258ms\n",
      "128:\tlearn: 418.4354567\ttotal: 469ms\tremaining: 258ms\n",
      "129:\tlearn: 416.2473314\ttotal: 472ms\tremaining: 254ms\n",
      "130:\tlearn: 415.0801012\ttotal: 475ms\tremaining: 250ms\n",
      "131:\tlearn: 413.2372943\ttotal: 478ms\tremaining: 246ms\n",
      "132:\tlearn: 409.8948568\ttotal: 481ms\tremaining: 242ms\n",
      "133:\tlearn: 408.9684502\ttotal: 485ms\tremaining: 239ms\n",
      "134:\tlearn: 407.6631432\ttotal: 488ms\tremaining: 235ms\n",
      "135:\tlearn: 406.9282710\ttotal: 491ms\tremaining: 231ms\n",
      "136:\tlearn: 403.8010353\ttotal: 494ms\tremaining: 227ms\n",
      "137:\tlearn: 401.5879337\ttotal: 497ms\tremaining: 223ms\n",
      "138:\tlearn: 399.9244690\ttotal: 500ms\tremaining: 219ms\n",
      "139:\tlearn: 398.2423208\ttotal: 503ms\tremaining: 216ms\n",
      "140:\tlearn: 397.4235543\ttotal: 506ms\tremaining: 212ms\n",
      "141:\tlearn: 395.8196343\ttotal: 509ms\tremaining: 208ms\n",
      "142:\tlearn: 394.5179106\ttotal: 512ms\tremaining: 204ms\n",
      "143:\tlearn: 392.4498992\ttotal: 516ms\tremaining: 201ms\n",
      "144:\tlearn: 389.2369938\ttotal: 521ms\tremaining: 197ms\n",
      "145:\tlearn: 387.9186997\ttotal: 525ms\tremaining: 194ms\n",
      "146:\tlearn: 386.3105710\ttotal: 532ms\tremaining: 192ms\n",
      "147:\tlearn: 384.1269653\ttotal: 536ms\tremaining: 188ms\n",
      "148:\tlearn: 382.6933548\ttotal: 542ms\tremaining: 186ms\n",
      "149:\tlearn: 380.4312222\ttotal: 546ms\tremaining: 182ms\n",
      "150:\tlearn: 377.9288396\ttotal: 550ms\tremaining: 179ms\n",
      "151:\tlearn: 375.7026404\ttotal: 553ms\tremaining: 175ms\n",
      "152:\tlearn: 373.0163057\ttotal: 557ms\tremaining: 171ms\n",
      "153:\tlearn: 371.8906047\ttotal: 560ms\tremaining: 167ms\n",
      "154:\tlearn: 371.1706470\ttotal: 563ms\tremaining: 164ms\n",
      "155:\tlearn: 368.8487633\ttotal: 566ms\tremaining: 160ms\n",
      "156:\tlearn: 368.0199245\ttotal: 569ms\tremaining: 156ms\n",
      "157:\tlearn: 365.9353769\ttotal: 573ms\tremaining: 152ms\n",
      "158:\tlearn: 364.3487559\ttotal: 576ms\tremaining: 148ms\n",
      "159:\tlearn: 363.2875528\ttotal: 579ms\tremaining: 145ms\n",
      "160:\tlearn: 359.8258853\ttotal: 582ms\tremaining: 141ms\n",
      "161:\tlearn: 358.0938846\ttotal: 585ms\tremaining: 137ms\n",
      "162:\tlearn: 356.7073293\ttotal: 588ms\tremaining: 134ms\n",
      "163:\tlearn: 355.2743610\ttotal: 591ms\tremaining: 130ms\n",
      "164:\tlearn: 354.5433191\ttotal: 594ms\tremaining: 126ms\n",
      "165:\tlearn: 353.2307787\ttotal: 597ms\tremaining: 122ms\n",
      "166:\tlearn: 351.4858329\ttotal: 600ms\tremaining: 119ms\n",
      "167:\tlearn: 350.8241558\ttotal: 604ms\tremaining: 115ms\n",
      "168:\tlearn: 349.3188293\ttotal: 607ms\tremaining: 111ms\n",
      "169:\tlearn: 347.2319580\ttotal: 610ms\tremaining: 108ms\n",
      "170:\tlearn: 346.5824504\ttotal: 613ms\tremaining: 104ms\n",
      "171:\tlearn: 344.8220062\ttotal: 616ms\tremaining: 100ms\n",
      "172:\tlearn: 343.5353556\ttotal: 619ms\tremaining: 96.6ms\n",
      "173:\tlearn: 341.2903677\ttotal: 622ms\tremaining: 92.9ms\n",
      "174:\tlearn: 339.6670194\ttotal: 625ms\tremaining: 89.3ms\n",
      "175:\tlearn: 338.4079435\ttotal: 628ms\tremaining: 85.6ms\n",
      "176:\tlearn: 337.3192745\ttotal: 631ms\tremaining: 82ms\n",
      "177:\tlearn: 333.8619968\ttotal: 634ms\tremaining: 78.4ms\n",
      "178:\tlearn: 332.4181174\ttotal: 638ms\tremaining: 74.8ms\n",
      "179:\tlearn: 330.8431953\ttotal: 640ms\tremaining: 71.2ms\n",
      "180:\tlearn: 329.4277014\ttotal: 643ms\tremaining: 67.5ms\n",
      "181:\tlearn: 328.2735031\ttotal: 647ms\tremaining: 64ms\n",
      "182:\tlearn: 326.3037490\ttotal: 650ms\tremaining: 60.4ms\n",
      "183:\tlearn: 325.8200261\ttotal: 653ms\tremaining: 56.8ms\n",
      "184:\tlearn: 324.0049307\ttotal: 656ms\tremaining: 53.2ms\n",
      "185:\tlearn: 323.2559308\ttotal: 659ms\tremaining: 49.6ms\n",
      "186:\tlearn: 322.1429266\ttotal: 663ms\tremaining: 46.1ms\n",
      "187:\tlearn: 321.7878341\ttotal: 666ms\tremaining: 42.5ms\n",
      "188:\tlearn: 321.1892018\ttotal: 669ms\tremaining: 38.9ms\n",
      "189:\tlearn: 320.5626644\ttotal: 672ms\tremaining: 35.3ms\n",
      "190:\tlearn: 318.6912461\ttotal: 675ms\tremaining: 31.8ms\n",
      "191:\tlearn: 317.2034308\ttotal: 678ms\tremaining: 28.2ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "192:\tlearn: 316.3229840\ttotal: 683ms\tremaining: 24.8ms\n",
      "193:\tlearn: 314.9671193\ttotal: 687ms\tremaining: 21.2ms\n",
      "194:\tlearn: 313.3915035\ttotal: 693ms\tremaining: 17.8ms\n",
      "195:\tlearn: 311.6885035\ttotal: 697ms\tremaining: 14.2ms\n",
      "196:\tlearn: 308.9901321\ttotal: 701ms\tremaining: 10.7ms\n",
      "197:\tlearn: 307.9504223\ttotal: 706ms\tremaining: 7.13ms\n",
      "198:\tlearn: 307.2538184\ttotal: 710ms\tremaining: 3.57ms\n",
      "199:\tlearn: 306.5658871\ttotal: 714ms\tremaining: 0us\n",
      "0:\tlearn: 1335.2192377\ttotal: 4.91ms\tremaining: 978ms\n",
      "1:\tlearn: 1158.7644898\ttotal: 10.1ms\tremaining: 997ms\n",
      "2:\tlearn: 1088.1614338\ttotal: 15.3ms\tremaining: 1s\n",
      "3:\tlearn: 1059.7497958\ttotal: 20.8ms\tremaining: 1.02s\n",
      "4:\tlearn: 1038.5287946\ttotal: 26ms\tremaining: 1.01s\n",
      "5:\tlearn: 1021.9266572\ttotal: 31.2ms\tremaining: 1.01s\n",
      "6:\tlearn: 1005.1199133\ttotal: 35.4ms\tremaining: 977ms\n",
      "7:\tlearn: 990.4275299\ttotal: 38.6ms\tremaining: 926ms\n",
      "8:\tlearn: 982.6583459\ttotal: 41.9ms\tremaining: 889ms\n",
      "9:\tlearn: 970.4473105\ttotal: 45.2ms\tremaining: 858ms\n",
      "10:\tlearn: 959.7036808\ttotal: 48.4ms\tremaining: 832ms\n",
      "11:\tlearn: 945.3804784\ttotal: 52.3ms\tremaining: 819ms\n",
      "12:\tlearn: 932.3470842\ttotal: 55.6ms\tremaining: 800ms\n",
      "13:\tlearn: 922.6908938\ttotal: 58.9ms\tremaining: 783ms\n",
      "14:\tlearn: 919.0954526\ttotal: 62.2ms\tremaining: 767ms\n",
      "15:\tlearn: 916.7112478\ttotal: 65.5ms\tremaining: 753ms\n",
      "16:\tlearn: 898.5854297\ttotal: 69.1ms\tremaining: 743ms\n",
      "17:\tlearn: 889.8892795\ttotal: 72.2ms\tremaining: 730ms\n",
      "18:\tlearn: 878.4317009\ttotal: 75.5ms\tremaining: 720ms\n",
      "19:\tlearn: 870.5739372\ttotal: 78.7ms\tremaining: 708ms\n",
      "20:\tlearn: 860.5949426\ttotal: 82ms\tremaining: 699ms\n",
      "21:\tlearn: 854.1685210\ttotal: 85ms\tremaining: 688ms\n",
      "22:\tlearn: 839.9820133\ttotal: 88ms\tremaining: 677ms\n",
      "23:\tlearn: 827.8332495\ttotal: 91.1ms\tremaining: 668ms\n",
      "24:\tlearn: 821.3948216\ttotal: 94ms\tremaining: 658ms\n",
      "25:\tlearn: 810.6764850\ttotal: 97.7ms\tremaining: 654ms\n",
      "26:\tlearn: 801.2740341\ttotal: 101ms\tremaining: 647ms\n",
      "27:\tlearn: 792.4954187\ttotal: 104ms\tremaining: 640ms\n",
      "28:\tlearn: 786.8134268\ttotal: 107ms\tremaining: 633ms\n",
      "29:\tlearn: 778.2234225\ttotal: 111ms\tremaining: 627ms\n",
      "30:\tlearn: 772.2195236\ttotal: 114ms\tremaining: 623ms\n",
      "31:\tlearn: 764.9057689\ttotal: 117ms\tremaining: 616ms\n",
      "32:\tlearn: 754.3454731\ttotal: 120ms\tremaining: 609ms\n",
      "33:\tlearn: 747.5895018\ttotal: 124ms\tremaining: 604ms\n",
      "34:\tlearn: 740.9232739\ttotal: 127ms\tremaining: 599ms\n",
      "35:\tlearn: 737.8636987\ttotal: 130ms\tremaining: 593ms\n",
      "36:\tlearn: 730.6983137\ttotal: 133ms\tremaining: 587ms\n",
      "37:\tlearn: 727.1514860\ttotal: 136ms\tremaining: 581ms\n",
      "38:\tlearn: 721.8698086\ttotal: 139ms\tremaining: 575ms\n",
      "39:\tlearn: 715.9890000\ttotal: 143ms\tremaining: 571ms\n",
      "40:\tlearn: 710.1571214\ttotal: 146ms\tremaining: 566ms\n",
      "41:\tlearn: 704.4608339\ttotal: 149ms\tremaining: 560ms\n",
      "42:\tlearn: 701.5690103\ttotal: 152ms\tremaining: 555ms\n",
      "43:\tlearn: 697.2892800\ttotal: 155ms\tremaining: 549ms\n",
      "44:\tlearn: 689.1092530\ttotal: 158ms\tremaining: 545ms\n",
      "45:\tlearn: 684.3283014\ttotal: 161ms\tremaining: 540ms\n",
      "46:\tlearn: 675.7304361\ttotal: 164ms\tremaining: 535ms\n",
      "47:\tlearn: 671.8897226\ttotal: 167ms\tremaining: 529ms\n",
      "48:\tlearn: 666.1814066\ttotal: 170ms\tremaining: 525ms\n",
      "49:\tlearn: 662.9675923\ttotal: 174ms\tremaining: 521ms\n",
      "50:\tlearn: 658.6849163\ttotal: 177ms\tremaining: 517ms\n",
      "51:\tlearn: 654.1616452\ttotal: 182ms\tremaining: 518ms\n",
      "52:\tlearn: 651.2115055\ttotal: 187ms\tremaining: 518ms\n",
      "53:\tlearn: 647.8056402\ttotal: 191ms\tremaining: 516ms\n",
      "54:\tlearn: 641.8011738\ttotal: 195ms\tremaining: 513ms\n",
      "55:\tlearn: 638.6704853\ttotal: 199ms\tremaining: 511ms\n",
      "56:\tlearn: 629.6514734\ttotal: 204ms\tremaining: 513ms\n",
      "57:\tlearn: 628.1828322\ttotal: 208ms\tremaining: 509ms\n",
      "58:\tlearn: 622.2763295\ttotal: 211ms\tremaining: 505ms\n",
      "59:\tlearn: 617.1531653\ttotal: 214ms\tremaining: 500ms\n",
      "60:\tlearn: 613.5645685\ttotal: 226ms\tremaining: 514ms\n",
      "61:\tlearn: 611.8844410\ttotal: 228ms\tremaining: 509ms\n",
      "62:\tlearn: 604.9997138\ttotal: 232ms\tremaining: 505ms\n",
      "63:\tlearn: 601.8349137\ttotal: 235ms\tremaining: 500ms\n",
      "64:\tlearn: 596.7008583\ttotal: 238ms\tremaining: 495ms\n",
      "65:\tlearn: 590.9407043\ttotal: 241ms\tremaining: 490ms\n",
      "66:\tlearn: 587.8357110\ttotal: 244ms\tremaining: 485ms\n",
      "67:\tlearn: 584.3938399\ttotal: 248ms\tremaining: 481ms\n",
      "68:\tlearn: 581.3198381\ttotal: 251ms\tremaining: 476ms\n",
      "69:\tlearn: 578.9229326\ttotal: 254ms\tremaining: 472ms\n",
      "70:\tlearn: 573.9552199\ttotal: 257ms\tremaining: 467ms\n",
      "71:\tlearn: 572.0556414\ttotal: 260ms\tremaining: 462ms\n",
      "72:\tlearn: 568.4336417\ttotal: 263ms\tremaining: 458ms\n",
      "73:\tlearn: 563.9963522\ttotal: 267ms\tremaining: 454ms\n",
      "74:\tlearn: 560.7513722\ttotal: 270ms\tremaining: 449ms\n",
      "75:\tlearn: 560.1327197\ttotal: 272ms\tremaining: 445ms\n",
      "76:\tlearn: 555.8477983\ttotal: 275ms\tremaining: 440ms\n",
      "77:\tlearn: 554.0757737\ttotal: 279ms\tremaining: 436ms\n",
      "78:\tlearn: 550.8314769\ttotal: 282ms\tremaining: 432ms\n",
      "79:\tlearn: 547.6717884\ttotal: 285ms\tremaining: 427ms\n",
      "80:\tlearn: 545.8963921\ttotal: 288ms\tremaining: 423ms\n",
      "81:\tlearn: 543.5715335\ttotal: 291ms\tremaining: 419ms\n",
      "82:\tlearn: 540.1312594\ttotal: 294ms\tremaining: 415ms\n",
      "83:\tlearn: 536.5704755\ttotal: 297ms\tremaining: 410ms\n",
      "84:\tlearn: 534.6778945\ttotal: 300ms\tremaining: 406ms\n",
      "85:\tlearn: 531.3493716\ttotal: 303ms\tremaining: 402ms\n",
      "86:\tlearn: 529.6979004\ttotal: 307ms\tremaining: 398ms\n",
      "87:\tlearn: 527.6918306\ttotal: 310ms\tremaining: 394ms\n",
      "88:\tlearn: 526.0750773\ttotal: 313ms\tremaining: 390ms\n",
      "89:\tlearn: 521.5991400\ttotal: 316ms\tremaining: 386ms\n",
      "90:\tlearn: 519.4519545\ttotal: 319ms\tremaining: 382ms\n",
      "91:\tlearn: 517.2575873\ttotal: 322ms\tremaining: 378ms\n",
      "92:\tlearn: 514.0726088\ttotal: 325ms\tremaining: 374ms\n",
      "93:\tlearn: 510.1757730\ttotal: 328ms\tremaining: 370ms\n",
      "94:\tlearn: 507.7189952\ttotal: 331ms\tremaining: 366ms\n",
      "95:\tlearn: 505.2630257\ttotal: 334ms\tremaining: 362ms\n",
      "96:\tlearn: 503.0235706\ttotal: 338ms\tremaining: 358ms\n",
      "97:\tlearn: 498.1280920\ttotal: 341ms\tremaining: 355ms\n",
      "98:\tlearn: 496.3742611\ttotal: 344ms\tremaining: 350ms\n",
      "99:\tlearn: 494.0710317\ttotal: 348ms\tremaining: 348ms\n",
      "100:\tlearn: 490.8388872\ttotal: 353ms\tremaining: 346ms\n",
      "101:\tlearn: 488.1941925\ttotal: 357ms\tremaining: 343ms\n",
      "102:\tlearn: 486.9666156\ttotal: 361ms\tremaining: 340ms\n",
      "103:\tlearn: 482.3671069\ttotal: 368ms\tremaining: 340ms\n",
      "104:\tlearn: 481.6141015\ttotal: 372ms\tremaining: 337ms\n",
      "105:\tlearn: 476.4920340\ttotal: 377ms\tremaining: 335ms\n",
      "106:\tlearn: 472.9874850\ttotal: 381ms\tremaining: 331ms\n",
      "107:\tlearn: 470.4187560\ttotal: 384ms\tremaining: 327ms\n",
      "108:\tlearn: 466.5752495\ttotal: 387ms\tremaining: 323ms\n",
      "109:\tlearn: 464.3982223\ttotal: 390ms\tremaining: 319ms\n",
      "110:\tlearn: 462.5053387\ttotal: 393ms\tremaining: 315ms\n",
      "111:\tlearn: 460.2803249\ttotal: 397ms\tremaining: 312ms\n",
      "112:\tlearn: 457.1974019\ttotal: 400ms\tremaining: 308ms\n",
      "113:\tlearn: 455.1951450\ttotal: 403ms\tremaining: 304ms\n",
      "114:\tlearn: 453.6924628\ttotal: 406ms\tremaining: 300ms\n",
      "115:\tlearn: 451.1018084\ttotal: 409ms\tremaining: 296ms\n",
      "116:\tlearn: 448.4088417\ttotal: 413ms\tremaining: 293ms\n",
      "117:\tlearn: 446.9147950\ttotal: 416ms\tremaining: 289ms\n",
      "118:\tlearn: 443.7652614\ttotal: 418ms\tremaining: 285ms\n",
      "119:\tlearn: 442.4689989\ttotal: 422ms\tremaining: 281ms\n",
      "120:\tlearn: 441.3418945\ttotal: 424ms\tremaining: 277ms\n",
      "121:\tlearn: 439.4083210\ttotal: 428ms\tremaining: 273ms\n",
      "122:\tlearn: 437.6477116\ttotal: 431ms\tremaining: 270ms\n",
      "123:\tlearn: 435.3800647\ttotal: 434ms\tremaining: 266ms\n",
      "124:\tlearn: 432.8179206\ttotal: 437ms\tremaining: 262ms\n",
      "125:\tlearn: 429.7773346\ttotal: 440ms\tremaining: 258ms\n",
      "126:\tlearn: 426.6541870\ttotal: 443ms\tremaining: 255ms\n",
      "127:\tlearn: 423.8507728\ttotal: 446ms\tremaining: 251ms\n",
      "128:\tlearn: 421.0413439\ttotal: 449ms\tremaining: 247ms\n",
      "129:\tlearn: 419.3413078\ttotal: 452ms\tremaining: 243ms\n",
      "130:\tlearn: 415.2283292\ttotal: 455ms\tremaining: 240ms\n",
      "131:\tlearn: 413.2126955\ttotal: 459ms\tremaining: 236ms\n",
      "132:\tlearn: 409.3519223\ttotal: 462ms\tremaining: 233ms\n",
      "133:\tlearn: 406.8262233\ttotal: 465ms\tremaining: 229ms\n",
      "134:\tlearn: 404.9927030\ttotal: 468ms\tremaining: 225ms\n",
      "135:\tlearn: 403.6636625\ttotal: 471ms\tremaining: 222ms\n",
      "136:\tlearn: 401.6470605\ttotal: 474ms\tremaining: 218ms\n",
      "137:\tlearn: 400.6443462\ttotal: 477ms\tremaining: 214ms\n",
      "138:\tlearn: 399.0821789\ttotal: 480ms\tremaining: 211ms\n",
      "139:\tlearn: 397.5767532\ttotal: 485ms\tremaining: 208ms\n",
      "140:\tlearn: 396.0429359\ttotal: 491ms\tremaining: 205ms\n",
      "141:\tlearn: 393.9088472\ttotal: 495ms\tremaining: 202ms\n",
      "142:\tlearn: 390.5025658\ttotal: 498ms\tremaining: 198ms\n",
      "143:\tlearn: 388.8357596\ttotal: 501ms\tremaining: 195ms\n",
      "144:\tlearn: 387.0441776\ttotal: 505ms\tremaining: 191ms\n",
      "145:\tlearn: 385.5866590\ttotal: 508ms\tremaining: 188ms\n",
      "146:\tlearn: 384.1139595\ttotal: 511ms\tremaining: 184ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "147:\tlearn: 381.9475750\ttotal: 516ms\tremaining: 181ms\n",
      "148:\tlearn: 380.0914223\ttotal: 521ms\tremaining: 178ms\n",
      "149:\tlearn: 378.2055143\ttotal: 526ms\tremaining: 175ms\n",
      "150:\tlearn: 376.8989279\ttotal: 530ms\tremaining: 172ms\n",
      "151:\tlearn: 374.5864714\ttotal: 535ms\tremaining: 169ms\n",
      "152:\tlearn: 372.9878032\ttotal: 539ms\tremaining: 166ms\n",
      "153:\tlearn: 371.9591945\ttotal: 544ms\tremaining: 163ms\n",
      "154:\tlearn: 370.8870284\ttotal: 549ms\tremaining: 159ms\n",
      "155:\tlearn: 368.8145209\ttotal: 552ms\tremaining: 156ms\n",
      "156:\tlearn: 367.9483062\ttotal: 555ms\tremaining: 152ms\n",
      "157:\tlearn: 364.5084775\ttotal: 559ms\tremaining: 149ms\n",
      "158:\tlearn: 362.0027953\ttotal: 562ms\tremaining: 145ms\n",
      "159:\tlearn: 360.3796287\ttotal: 565ms\tremaining: 141ms\n",
      "160:\tlearn: 358.6799490\ttotal: 568ms\tremaining: 138ms\n",
      "161:\tlearn: 357.4706360\ttotal: 571ms\tremaining: 134ms\n",
      "162:\tlearn: 356.9986442\ttotal: 575ms\tremaining: 131ms\n",
      "163:\tlearn: 354.9270375\ttotal: 578ms\tremaining: 127ms\n",
      "164:\tlearn: 352.5928341\ttotal: 581ms\tremaining: 123ms\n",
      "165:\tlearn: 351.2767154\ttotal: 584ms\tremaining: 120ms\n",
      "166:\tlearn: 350.4367329\ttotal: 587ms\tremaining: 116ms\n",
      "167:\tlearn: 349.6261519\ttotal: 590ms\tremaining: 112ms\n",
      "168:\tlearn: 348.3525785\ttotal: 593ms\tremaining: 109ms\n",
      "169:\tlearn: 346.3071403\ttotal: 596ms\tremaining: 105ms\n",
      "170:\tlearn: 345.4836266\ttotal: 599ms\tremaining: 102ms\n",
      "171:\tlearn: 344.3823051\ttotal: 602ms\tremaining: 98ms\n",
      "172:\tlearn: 343.5293035\ttotal: 605ms\tremaining: 94.4ms\n",
      "173:\tlearn: 342.3066788\ttotal: 608ms\tremaining: 90.9ms\n",
      "174:\tlearn: 340.2989172\ttotal: 611ms\tremaining: 87.3ms\n",
      "175:\tlearn: 338.8781429\ttotal: 614ms\tremaining: 83.8ms\n",
      "176:\tlearn: 336.7753013\ttotal: 618ms\tremaining: 80.2ms\n",
      "177:\tlearn: 335.9811793\ttotal: 621ms\tremaining: 76.7ms\n",
      "178:\tlearn: 335.3703239\ttotal: 624ms\tremaining: 73.2ms\n",
      "179:\tlearn: 333.4367156\ttotal: 627ms\tremaining: 69.7ms\n",
      "180:\tlearn: 332.1504616\ttotal: 630ms\tremaining: 66.1ms\n",
      "181:\tlearn: 331.4267713\ttotal: 633ms\tremaining: 62.6ms\n",
      "182:\tlearn: 329.5931196\ttotal: 636ms\tremaining: 59.1ms\n",
      "183:\tlearn: 328.2722595\ttotal: 639ms\tremaining: 55.6ms\n",
      "184:\tlearn: 327.3923511\ttotal: 642ms\tremaining: 52.1ms\n",
      "185:\tlearn: 326.2068304\ttotal: 645ms\tremaining: 48.6ms\n",
      "186:\tlearn: 324.7553813\ttotal: 649ms\tremaining: 45.1ms\n",
      "187:\tlearn: 323.0852215\ttotal: 652ms\tremaining: 41.6ms\n",
      "188:\tlearn: 321.5922737\ttotal: 655ms\tremaining: 38.1ms\n",
      "189:\tlearn: 320.2977453\ttotal: 658ms\tremaining: 34.6ms\n",
      "190:\tlearn: 318.9550481\ttotal: 661ms\tremaining: 31.1ms\n",
      "191:\tlearn: 317.6347785\ttotal: 664ms\tremaining: 27.7ms\n",
      "192:\tlearn: 316.1850253\ttotal: 667ms\tremaining: 24.2ms\n",
      "193:\tlearn: 315.5406908\ttotal: 670ms\tremaining: 20.7ms\n",
      "194:\tlearn: 314.5850161\ttotal: 673ms\tremaining: 17.3ms\n",
      "195:\tlearn: 313.5133748\ttotal: 676ms\tremaining: 13.8ms\n",
      "196:\tlearn: 312.1245488\ttotal: 681ms\tremaining: 10.4ms\n",
      "197:\tlearn: 311.0023664\ttotal: 685ms\tremaining: 6.92ms\n",
      "198:\tlearn: 308.9291297\ttotal: 690ms\tremaining: 3.46ms\n",
      "199:\tlearn: 306.8427291\ttotal: 694ms\tremaining: 0us\n",
      "0:\tlearn: 1342.0587494\ttotal: 10.2ms\tremaining: 2.03s\n",
      "1:\tlearn: 1147.3487178\ttotal: 16.4ms\tremaining: 1.63s\n",
      "2:\tlearn: 1087.1403221\ttotal: 22.9ms\tremaining: 1.5s\n",
      "3:\tlearn: 1052.7477099\ttotal: 28.8ms\tremaining: 1.41s\n",
      "4:\tlearn: 1020.6663170\ttotal: 35.6ms\tremaining: 1.39s\n",
      "5:\tlearn: 999.5693052\ttotal: 40ms\tremaining: 1.29s\n",
      "6:\tlearn: 976.1205238\ttotal: 43.4ms\tremaining: 1.2s\n",
      "7:\tlearn: 963.2152000\ttotal: 46.7ms\tremaining: 1.12s\n",
      "8:\tlearn: 946.1499179\ttotal: 50.7ms\tremaining: 1.07s\n",
      "9:\tlearn: 942.3060021\ttotal: 53.9ms\tremaining: 1.02s\n",
      "10:\tlearn: 936.6355162\ttotal: 57.3ms\tremaining: 985ms\n",
      "11:\tlearn: 926.3071174\ttotal: 60.6ms\tremaining: 950ms\n",
      "12:\tlearn: 914.4502619\ttotal: 64ms\tremaining: 920ms\n",
      "13:\tlearn: 906.6261343\ttotal: 67.1ms\tremaining: 891ms\n",
      "14:\tlearn: 899.7137015\ttotal: 70.4ms\tremaining: 868ms\n",
      "15:\tlearn: 890.8425565\ttotal: 73.7ms\tremaining: 847ms\n",
      "16:\tlearn: 880.4111000\ttotal: 77ms\tremaining: 829ms\n",
      "17:\tlearn: 872.1698894\ttotal: 81ms\tremaining: 819ms\n",
      "18:\tlearn: 867.1772808\ttotal: 84.3ms\tremaining: 803ms\n",
      "19:\tlearn: 853.7458343\ttotal: 87.7ms\tremaining: 789ms\n",
      "20:\tlearn: 842.0087829\ttotal: 91ms\tremaining: 776ms\n",
      "21:\tlearn: 831.8772653\ttotal: 94.5ms\tremaining: 765ms\n",
      "22:\tlearn: 822.1751215\ttotal: 98.1ms\tremaining: 755ms\n",
      "23:\tlearn: 815.5934854\ttotal: 101ms\tremaining: 744ms\n",
      "24:\tlearn: 809.8170330\ttotal: 104ms\tremaining: 731ms\n",
      "25:\tlearn: 799.5152360\ttotal: 107ms\tremaining: 719ms\n",
      "26:\tlearn: 789.9944783\ttotal: 111ms\tremaining: 711ms\n",
      "27:\tlearn: 783.8263794\ttotal: 114ms\tremaining: 701ms\n",
      "28:\tlearn: 776.5130646\ttotal: 117ms\tremaining: 691ms\n",
      "29:\tlearn: 770.1910169\ttotal: 120ms\tremaining: 682ms\n",
      "30:\tlearn: 762.9999594\ttotal: 123ms\tremaining: 672ms\n",
      "31:\tlearn: 757.7077246\ttotal: 127ms\tremaining: 665ms\n",
      "32:\tlearn: 753.1040775\ttotal: 130ms\tremaining: 657ms\n",
      "33:\tlearn: 749.0030367\ttotal: 133ms\tremaining: 650ms\n",
      "34:\tlearn: 740.6204562\ttotal: 136ms\tremaining: 642ms\n",
      "35:\tlearn: 732.9490643\ttotal: 139ms\tremaining: 635ms\n",
      "36:\tlearn: 726.0121322\ttotal: 143ms\tremaining: 628ms\n",
      "37:\tlearn: 720.9751822\ttotal: 146ms\tremaining: 620ms\n",
      "38:\tlearn: 714.9696987\ttotal: 149ms\tremaining: 614ms\n",
      "39:\tlearn: 706.8368727\ttotal: 152ms\tremaining: 607ms\n",
      "40:\tlearn: 700.6132603\ttotal: 155ms\tremaining: 602ms\n",
      "41:\tlearn: 695.4156895\ttotal: 158ms\tremaining: 595ms\n",
      "42:\tlearn: 692.2002093\ttotal: 161ms\tremaining: 589ms\n",
      "43:\tlearn: 685.0447792\ttotal: 164ms\tremaining: 582ms\n",
      "44:\tlearn: 679.3828824\ttotal: 167ms\tremaining: 577ms\n",
      "45:\tlearn: 675.3166145\ttotal: 171ms\tremaining: 573ms\n",
      "46:\tlearn: 669.9715662\ttotal: 174ms\tremaining: 567ms\n",
      "47:\tlearn: 661.1825310\ttotal: 177ms\tremaining: 561ms\n",
      "48:\tlearn: 654.8782001\ttotal: 180ms\tremaining: 555ms\n",
      "49:\tlearn: 650.4821222\ttotal: 184ms\tremaining: 553ms\n",
      "50:\tlearn: 647.1250828\ttotal: 189ms\tremaining: 551ms\n",
      "51:\tlearn: 643.0432595\ttotal: 193ms\tremaining: 549ms\n",
      "52:\tlearn: 637.5146102\ttotal: 197ms\tremaining: 546ms\n",
      "53:\tlearn: 633.7551394\ttotal: 202ms\tremaining: 545ms\n",
      "54:\tlearn: 627.4425540\ttotal: 206ms\tremaining: 544ms\n",
      "55:\tlearn: 624.8979442\ttotal: 213ms\tremaining: 548ms\n",
      "56:\tlearn: 622.2362335\ttotal: 223ms\tremaining: 559ms\n",
      "57:\tlearn: 617.0544429\ttotal: 226ms\tremaining: 553ms\n",
      "58:\tlearn: 614.4766561\ttotal: 229ms\tremaining: 548ms\n",
      "59:\tlearn: 610.4223311\ttotal: 232ms\tremaining: 542ms\n",
      "60:\tlearn: 607.4547483\ttotal: 235ms\tremaining: 536ms\n",
      "61:\tlearn: 602.2087444\ttotal: 238ms\tremaining: 531ms\n",
      "62:\tlearn: 599.1799393\ttotal: 241ms\tremaining: 525ms\n",
      "63:\tlearn: 596.3221698\ttotal: 245ms\tremaining: 521ms\n",
      "64:\tlearn: 591.2869605\ttotal: 248ms\tremaining: 515ms\n",
      "65:\tlearn: 587.7900899\ttotal: 251ms\tremaining: 510ms\n",
      "66:\tlearn: 584.1992543\ttotal: 254ms\tremaining: 505ms\n",
      "67:\tlearn: 579.2448742\ttotal: 257ms\tremaining: 500ms\n",
      "68:\tlearn: 577.5822412\ttotal: 261ms\tremaining: 495ms\n",
      "69:\tlearn: 572.6315551\ttotal: 264ms\tremaining: 490ms\n",
      "70:\tlearn: 568.5532747\ttotal: 267ms\tremaining: 485ms\n",
      "71:\tlearn: 565.3673926\ttotal: 270ms\tremaining: 480ms\n",
      "72:\tlearn: 561.1951475\ttotal: 274ms\tremaining: 477ms\n",
      "73:\tlearn: 558.8918800\ttotal: 277ms\tremaining: 472ms\n",
      "74:\tlearn: 555.3838900\ttotal: 280ms\tremaining: 467ms\n",
      "75:\tlearn: 552.3653343\ttotal: 283ms\tremaining: 462ms\n",
      "76:\tlearn: 546.9454479\ttotal: 286ms\tremaining: 457ms\n",
      "77:\tlearn: 541.8071463\ttotal: 290ms\tremaining: 453ms\n",
      "78:\tlearn: 538.8351992\ttotal: 293ms\tremaining: 449ms\n",
      "79:\tlearn: 537.1888945\ttotal: 296ms\tremaining: 444ms\n",
      "80:\tlearn: 534.4566894\ttotal: 299ms\tremaining: 439ms\n",
      "81:\tlearn: 531.9267191\ttotal: 302ms\tremaining: 434ms\n",
      "82:\tlearn: 529.1820050\ttotal: 305ms\tremaining: 430ms\n",
      "83:\tlearn: 524.5632425\ttotal: 308ms\tremaining: 426ms\n",
      "84:\tlearn: 521.5764544\ttotal: 312ms\tremaining: 421ms\n",
      "85:\tlearn: 519.4607292\ttotal: 315ms\tremaining: 417ms\n",
      "86:\tlearn: 516.8131613\ttotal: 318ms\tremaining: 413ms\n",
      "87:\tlearn: 514.1973740\ttotal: 321ms\tremaining: 409ms\n",
      "88:\tlearn: 509.4556552\ttotal: 324ms\tremaining: 405ms\n",
      "89:\tlearn: 503.7594912\ttotal: 328ms\tremaining: 400ms\n",
      "90:\tlearn: 502.2368431\ttotal: 331ms\tremaining: 396ms\n",
      "91:\tlearn: 499.1058047\ttotal: 334ms\tremaining: 392ms\n",
      "92:\tlearn: 497.4392787\ttotal: 337ms\tremaining: 388ms\n",
      "93:\tlearn: 493.1988651\ttotal: 340ms\tremaining: 384ms\n",
      "94:\tlearn: 490.7489471\ttotal: 344ms\tremaining: 380ms\n",
      "95:\tlearn: 489.2681762\ttotal: 347ms\tremaining: 376ms\n",
      "96:\tlearn: 486.1932328\ttotal: 352ms\tremaining: 374ms\n",
      "97:\tlearn: 484.8017766\ttotal: 356ms\tremaining: 371ms\n",
      "98:\tlearn: 481.0546425\ttotal: 361ms\tremaining: 368ms\n",
      "99:\tlearn: 477.0226182\ttotal: 368ms\tremaining: 368ms\n",
      "100:\tlearn: 474.3183393\ttotal: 372ms\tremaining: 364ms\n",
      "101:\tlearn: 472.8014131\ttotal: 376ms\tremaining: 361ms\n",
      "102:\tlearn: 470.8210296\ttotal: 380ms\tremaining: 358ms\n",
      "103:\tlearn: 468.5184110\ttotal: 386ms\tremaining: 356ms\n",
      "104:\tlearn: 466.4772930\ttotal: 389ms\tremaining: 352ms\n",
      "105:\tlearn: 464.7961976\ttotal: 392ms\tremaining: 347ms\n",
      "106:\tlearn: 462.7405905\ttotal: 395ms\tremaining: 343ms\n",
      "107:\tlearn: 461.0181744\ttotal: 398ms\tremaining: 339ms\n",
      "108:\tlearn: 458.6034462\ttotal: 401ms\tremaining: 335ms\n",
      "109:\tlearn: 456.2702079\ttotal: 404ms\tremaining: 331ms\n",
      "110:\tlearn: 454.8268128\ttotal: 408ms\tremaining: 327ms\n",
      "111:\tlearn: 451.7367938\ttotal: 411ms\tremaining: 323ms\n",
      "112:\tlearn: 449.0411919\ttotal: 414ms\tremaining: 319ms\n",
      "113:\tlearn: 445.9643581\ttotal: 417ms\tremaining: 315ms\n",
      "114:\tlearn: 443.3928010\ttotal: 420ms\tremaining: 310ms\n",
      "115:\tlearn: 441.5873176\ttotal: 424ms\tremaining: 307ms\n",
      "116:\tlearn: 439.3838332\ttotal: 430ms\tremaining: 305ms\n",
      "117:\tlearn: 438.1956855\ttotal: 433ms\tremaining: 301ms\n",
      "118:\tlearn: 435.6003843\ttotal: 437ms\tremaining: 297ms\n",
      "119:\tlearn: 432.5547307\ttotal: 440ms\tremaining: 293ms\n",
      "120:\tlearn: 431.0324651\ttotal: 443ms\tremaining: 289ms\n",
      "121:\tlearn: 429.6825868\ttotal: 446ms\tremaining: 285ms\n",
      "122:\tlearn: 428.5414130\ttotal: 449ms\tremaining: 281ms\n",
      "123:\tlearn: 427.4222698\ttotal: 452ms\tremaining: 277ms\n",
      "124:\tlearn: 426.1016866\ttotal: 458ms\tremaining: 275ms\n",
      "125:\tlearn: 424.8951307\ttotal: 461ms\tremaining: 271ms\n",
      "126:\tlearn: 423.8891816\ttotal: 464ms\tremaining: 267ms\n",
      "127:\tlearn: 422.3832542\ttotal: 467ms\tremaining: 263ms\n",
      "128:\tlearn: 420.3798511\ttotal: 471ms\tremaining: 259ms\n",
      "129:\tlearn: 417.7696184\ttotal: 474ms\tremaining: 255ms\n",
      "130:\tlearn: 414.3059478\ttotal: 477ms\tremaining: 251ms\n",
      "131:\tlearn: 412.6201078\ttotal: 480ms\tremaining: 247ms\n",
      "132:\tlearn: 408.9792612\ttotal: 483ms\tremaining: 244ms\n",
      "133:\tlearn: 406.5950242\ttotal: 486ms\tremaining: 240ms\n",
      "134:\tlearn: 405.4314278\ttotal: 489ms\tremaining: 236ms\n",
      "135:\tlearn: 404.7308343\ttotal: 492ms\tremaining: 232ms\n",
      "136:\tlearn: 402.8388576\ttotal: 496ms\tremaining: 228ms\n",
      "137:\tlearn: 401.6711900\ttotal: 499ms\tremaining: 224ms\n",
      "138:\tlearn: 400.3883146\ttotal: 502ms\tremaining: 220ms\n",
      "139:\tlearn: 397.7157355\ttotal: 505ms\tremaining: 216ms\n",
      "140:\tlearn: 396.8725715\ttotal: 508ms\tremaining: 213ms\n",
      "141:\tlearn: 395.3325581\ttotal: 512ms\tremaining: 209ms\n",
      "142:\tlearn: 391.8206116\ttotal: 515ms\tremaining: 205ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "143:\tlearn: 390.2654731\ttotal: 522ms\tremaining: 203ms\n",
      "144:\tlearn: 389.1478886\ttotal: 527ms\tremaining: 200ms\n",
      "145:\tlearn: 385.9462422\ttotal: 532ms\tremaining: 197ms\n",
      "146:\tlearn: 384.4561242\ttotal: 536ms\tremaining: 193ms\n",
      "147:\tlearn: 382.4182478\ttotal: 542ms\tremaining: 190ms\n",
      "148:\tlearn: 379.5572182\ttotal: 546ms\tremaining: 187ms\n",
      "149:\tlearn: 375.9903158\ttotal: 550ms\tremaining: 183ms\n",
      "150:\tlearn: 374.9659535\ttotal: 554ms\tremaining: 180ms\n",
      "151:\tlearn: 373.3760532\ttotal: 559ms\tremaining: 177ms\n",
      "152:\tlearn: 371.8193956\ttotal: 562ms\tremaining: 173ms\n",
      "153:\tlearn: 369.6371338\ttotal: 565ms\tremaining: 169ms\n",
      "154:\tlearn: 367.7185612\ttotal: 569ms\tremaining: 165ms\n",
      "155:\tlearn: 365.9521745\ttotal: 573ms\tremaining: 162ms\n",
      "156:\tlearn: 364.9779238\ttotal: 576ms\tremaining: 158ms\n",
      "157:\tlearn: 363.4984264\ttotal: 579ms\tremaining: 154ms\n",
      "158:\tlearn: 362.1739159\ttotal: 582ms\tremaining: 150ms\n",
      "159:\tlearn: 359.7741997\ttotal: 586ms\tremaining: 147ms\n",
      "160:\tlearn: 356.2884653\ttotal: 589ms\tremaining: 143ms\n",
      "161:\tlearn: 354.2949185\ttotal: 592ms\tremaining: 139ms\n",
      "162:\tlearn: 352.9149388\ttotal: 595ms\tremaining: 135ms\n",
      "163:\tlearn: 351.5185987\ttotal: 599ms\tremaining: 132ms\n",
      "164:\tlearn: 348.8580757\ttotal: 604ms\tremaining: 128ms\n",
      "165:\tlearn: 347.0965763\ttotal: 608ms\tremaining: 125ms\n",
      "166:\tlearn: 346.0783872\ttotal: 613ms\tremaining: 121ms\n",
      "167:\tlearn: 345.5102919\ttotal: 616ms\tremaining: 117ms\n",
      "168:\tlearn: 344.8817934\ttotal: 619ms\tremaining: 114ms\n",
      "169:\tlearn: 342.7772686\ttotal: 623ms\tremaining: 110ms\n",
      "170:\tlearn: 340.7605908\ttotal: 626ms\tremaining: 106ms\n",
      "171:\tlearn: 339.9068558\ttotal: 629ms\tremaining: 102ms\n",
      "172:\tlearn: 338.4559707\ttotal: 632ms\tremaining: 98.7ms\n",
      "173:\tlearn: 337.3766573\ttotal: 636ms\tremaining: 95ms\n",
      "174:\tlearn: 336.0858364\ttotal: 639ms\tremaining: 91.2ms\n",
      "175:\tlearn: 335.0368903\ttotal: 642ms\tremaining: 87.5ms\n",
      "176:\tlearn: 333.5358674\ttotal: 646ms\tremaining: 83.9ms\n",
      "177:\tlearn: 332.2824848\ttotal: 649ms\tremaining: 80.2ms\n",
      "178:\tlearn: 331.2155452\ttotal: 652ms\tremaining: 76.5ms\n",
      "179:\tlearn: 330.3056164\ttotal: 655ms\tremaining: 72.7ms\n",
      "180:\tlearn: 329.5004028\ttotal: 658ms\tremaining: 69.1ms\n",
      "181:\tlearn: 329.0760496\ttotal: 661ms\tremaining: 65.4ms\n",
      "182:\tlearn: 326.4715131\ttotal: 664ms\tremaining: 61.7ms\n",
      "183:\tlearn: 324.2780574\ttotal: 667ms\tremaining: 58ms\n",
      "184:\tlearn: 320.7557999\ttotal: 670ms\tremaining: 54.3ms\n",
      "185:\tlearn: 319.1795996\ttotal: 673ms\tremaining: 50.7ms\n",
      "186:\tlearn: 318.3372142\ttotal: 677ms\tremaining: 47ms\n",
      "187:\tlearn: 317.3568039\ttotal: 680ms\tremaining: 43.4ms\n",
      "188:\tlearn: 316.7232684\ttotal: 684ms\tremaining: 39.8ms\n",
      "189:\tlearn: 316.3335334\ttotal: 689ms\tremaining: 36.3ms\n",
      "190:\tlearn: 314.5336922\ttotal: 693ms\tremaining: 32.7ms\n",
      "191:\tlearn: 313.6476188\ttotal: 697ms\tremaining: 29.1ms\n",
      "192:\tlearn: 312.2726923\ttotal: 703ms\tremaining: 25.5ms\n",
      "193:\tlearn: 311.3377138\ttotal: 709ms\tremaining: 21.9ms\n",
      "194:\tlearn: 310.1415151\ttotal: 712ms\tremaining: 18.3ms\n",
      "195:\tlearn: 308.3666366\ttotal: 715ms\tremaining: 14.6ms\n",
      "196:\tlearn: 306.7133209\ttotal: 719ms\tremaining: 11ms\n",
      "197:\tlearn: 305.7373813\ttotal: 722ms\tremaining: 7.3ms\n",
      "198:\tlearn: 304.9178699\ttotal: 725ms\tremaining: 3.65ms\n",
      "199:\tlearn: 303.5445912\ttotal: 729ms\tremaining: 0us\n",
      "0:\tlearn: 1331.8631988\ttotal: 3.02ms\tremaining: 602ms\n",
      "1:\tlearn: 1160.7659531\ttotal: 6.61ms\tremaining: 655ms\n",
      "2:\tlearn: 1095.2711301\ttotal: 10.7ms\tremaining: 705ms\n",
      "3:\tlearn: 1052.0469221\ttotal: 14.2ms\tremaining: 696ms\n",
      "4:\tlearn: 1022.4967241\ttotal: 17.6ms\tremaining: 688ms\n",
      "5:\tlearn: 1010.5701584\ttotal: 21.1ms\tremaining: 681ms\n",
      "6:\tlearn: 1002.0352743\ttotal: 24.4ms\tremaining: 672ms\n",
      "7:\tlearn: 985.9701468\ttotal: 27.6ms\tremaining: 662ms\n",
      "8:\tlearn: 967.5134197\ttotal: 31ms\tremaining: 657ms\n",
      "9:\tlearn: 963.7547754\ttotal: 34.4ms\tremaining: 653ms\n",
      "10:\tlearn: 953.5821998\ttotal: 37.7ms\tremaining: 648ms\n",
      "11:\tlearn: 942.1112629\ttotal: 41.5ms\tremaining: 650ms\n",
      "12:\tlearn: 933.2140951\ttotal: 44.8ms\tremaining: 645ms\n",
      "13:\tlearn: 916.8745478\ttotal: 48.2ms\tremaining: 640ms\n",
      "14:\tlearn: 910.5936748\ttotal: 51.5ms\tremaining: 635ms\n",
      "15:\tlearn: 895.7075761\ttotal: 54.9ms\tremaining: 631ms\n",
      "16:\tlearn: 889.0176187\ttotal: 58ms\tremaining: 625ms\n",
      "17:\tlearn: 883.4187027\ttotal: 61.5ms\tremaining: 621ms\n",
      "18:\tlearn: 872.9198849\ttotal: 64.9ms\tremaining: 618ms\n",
      "19:\tlearn: 865.3677355\ttotal: 68.2ms\tremaining: 614ms\n",
      "20:\tlearn: 858.2446416\ttotal: 72ms\tremaining: 613ms\n",
      "21:\tlearn: 850.3949886\ttotal: 75.5ms\tremaining: 611ms\n",
      "22:\tlearn: 843.8279891\ttotal: 78.7ms\tremaining: 606ms\n",
      "23:\tlearn: 829.9649393\ttotal: 81.9ms\tremaining: 601ms\n",
      "24:\tlearn: 821.0682707\ttotal: 85.2ms\tremaining: 597ms\n",
      "25:\tlearn: 811.3485910\ttotal: 88.5ms\tremaining: 592ms\n",
      "26:\tlearn: 800.4016490\ttotal: 91.5ms\tremaining: 586ms\n",
      "27:\tlearn: 788.1663021\ttotal: 94.5ms\tremaining: 581ms\n",
      "28:\tlearn: 778.5340380\ttotal: 112ms\tremaining: 660ms\n",
      "29:\tlearn: 771.8963845\ttotal: 115ms\tremaining: 652ms\n",
      "30:\tlearn: 765.2352810\ttotal: 119ms\tremaining: 646ms\n",
      "31:\tlearn: 759.5954997\ttotal: 122ms\tremaining: 638ms\n",
      "32:\tlearn: 753.1809903\ttotal: 125ms\tremaining: 632ms\n",
      "33:\tlearn: 745.8168701\ttotal: 128ms\tremaining: 625ms\n",
      "34:\tlearn: 740.9283427\ttotal: 131ms\tremaining: 619ms\n",
      "35:\tlearn: 737.2435278\ttotal: 134ms\tremaining: 612ms\n",
      "36:\tlearn: 730.7658460\ttotal: 138ms\tremaining: 606ms\n",
      "37:\tlearn: 723.0716445\ttotal: 141ms\tremaining: 600ms\n",
      "38:\tlearn: 717.2162522\ttotal: 144ms\tremaining: 594ms\n",
      "39:\tlearn: 711.7842161\ttotal: 147ms\tremaining: 590ms\n",
      "40:\tlearn: 706.9197683\ttotal: 151ms\tremaining: 584ms\n",
      "41:\tlearn: 702.1441353\ttotal: 154ms\tremaining: 578ms\n",
      "42:\tlearn: 698.4735813\ttotal: 157ms\tremaining: 572ms\n",
      "43:\tlearn: 694.3877607\ttotal: 160ms\tremaining: 566ms\n",
      "44:\tlearn: 689.1049262\ttotal: 163ms\tremaining: 562ms\n",
      "45:\tlearn: 683.0751101\ttotal: 166ms\tremaining: 557ms\n",
      "46:\tlearn: 679.1572454\ttotal: 170ms\tremaining: 552ms\n",
      "47:\tlearn: 675.6880550\ttotal: 174ms\tremaining: 551ms\n",
      "48:\tlearn: 669.6784508\ttotal: 179ms\tremaining: 551ms\n",
      "49:\tlearn: 665.7929287\ttotal: 185ms\tremaining: 554ms\n",
      "50:\tlearn: 658.2838418\ttotal: 189ms\tremaining: 552ms\n",
      "51:\tlearn: 651.8170211\ttotal: 193ms\tremaining: 551ms\n",
      "52:\tlearn: 643.6395366\ttotal: 198ms\tremaining: 549ms\n",
      "53:\tlearn: 640.6720289\ttotal: 202ms\tremaining: 547ms\n",
      "54:\tlearn: 634.8497920\ttotal: 205ms\tremaining: 541ms\n",
      "55:\tlearn: 630.0327986\ttotal: 208ms\tremaining: 536ms\n",
      "56:\tlearn: 626.6711889\ttotal: 211ms\tremaining: 530ms\n",
      "57:\tlearn: 623.5956194\ttotal: 214ms\tremaining: 525ms\n",
      "58:\tlearn: 617.0855876\ttotal: 217ms\tremaining: 520ms\n",
      "59:\tlearn: 615.4822146\ttotal: 221ms\tremaining: 516ms\n",
      "60:\tlearn: 613.3493559\ttotal: 224ms\tremaining: 511ms\n",
      "61:\tlearn: 608.5650955\ttotal: 227ms\tremaining: 506ms\n",
      "62:\tlearn: 602.5021204\ttotal: 230ms\tremaining: 501ms\n",
      "63:\tlearn: 597.4037676\ttotal: 233ms\tremaining: 496ms\n",
      "64:\tlearn: 591.2261898\ttotal: 237ms\tremaining: 492ms\n",
      "65:\tlearn: 586.5559659\ttotal: 240ms\tremaining: 487ms\n",
      "66:\tlearn: 582.3356310\ttotal: 243ms\tremaining: 482ms\n",
      "67:\tlearn: 577.0338231\ttotal: 246ms\tremaining: 477ms\n",
      "68:\tlearn: 573.5000519\ttotal: 249ms\tremaining: 472ms\n",
      "69:\tlearn: 570.1412634\ttotal: 252ms\tremaining: 468ms\n",
      "70:\tlearn: 567.2330160\ttotal: 255ms\tremaining: 463ms\n",
      "71:\tlearn: 561.4364026\ttotal: 258ms\tremaining: 459ms\n",
      "72:\tlearn: 558.9367728\ttotal: 261ms\tremaining: 454ms\n",
      "73:\tlearn: 557.1784484\ttotal: 264ms\tremaining: 450ms\n",
      "74:\tlearn: 552.0715508\ttotal: 267ms\tremaining: 445ms\n",
      "75:\tlearn: 546.2561693\ttotal: 270ms\tremaining: 441ms\n",
      "76:\tlearn: 541.4313346\ttotal: 273ms\tremaining: 437ms\n",
      "77:\tlearn: 537.3489809\ttotal: 277ms\tremaining: 432ms\n",
      "78:\tlearn: 534.2531591\ttotal: 280ms\tremaining: 429ms\n",
      "79:\tlearn: 531.3237403\ttotal: 283ms\tremaining: 424ms\n",
      "80:\tlearn: 528.1782729\ttotal: 286ms\tremaining: 420ms\n",
      "81:\tlearn: 525.5242151\ttotal: 289ms\tremaining: 416ms\n",
      "82:\tlearn: 523.4863680\ttotal: 292ms\tremaining: 412ms\n",
      "83:\tlearn: 521.5913742\ttotal: 296ms\tremaining: 408ms\n",
      "84:\tlearn: 516.8691987\ttotal: 299ms\tremaining: 404ms\n",
      "85:\tlearn: 514.0823615\ttotal: 302ms\tremaining: 400ms\n",
      "86:\tlearn: 511.5081323\ttotal: 305ms\tremaining: 396ms\n",
      "87:\tlearn: 508.3033978\ttotal: 308ms\tremaining: 392ms\n",
      "88:\tlearn: 507.5764944\ttotal: 311ms\tremaining: 388ms\n",
      "89:\tlearn: 503.0535098\ttotal: 314ms\tremaining: 384ms\n",
      "90:\tlearn: 499.8894593\ttotal: 317ms\tremaining: 380ms\n",
      "91:\tlearn: 498.4431846\ttotal: 320ms\tremaining: 376ms\n",
      "92:\tlearn: 496.8066056\ttotal: 323ms\tremaining: 372ms\n",
      "93:\tlearn: 492.8903622\ttotal: 326ms\tremaining: 368ms\n",
      "94:\tlearn: 490.6726260\ttotal: 329ms\tremaining: 364ms\n",
      "95:\tlearn: 488.5463647\ttotal: 333ms\tremaining: 360ms\n",
      "96:\tlearn: 486.3995882\ttotal: 336ms\tremaining: 356ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "97:\tlearn: 482.7820968\ttotal: 341ms\tremaining: 355ms\n",
      "98:\tlearn: 481.1107880\ttotal: 345ms\tremaining: 352ms\n",
      "99:\tlearn: 477.9958028\ttotal: 350ms\tremaining: 350ms\n",
      "100:\tlearn: 476.1331688\ttotal: 354ms\tremaining: 347ms\n",
      "101:\tlearn: 471.9387743\ttotal: 359ms\tremaining: 344ms\n",
      "102:\tlearn: 469.7917707\ttotal: 362ms\tremaining: 341ms\n",
      "103:\tlearn: 464.5568276\ttotal: 366ms\tremaining: 338ms\n",
      "104:\tlearn: 461.7737712\ttotal: 370ms\tremaining: 335ms\n",
      "105:\tlearn: 459.7247819\ttotal: 375ms\tremaining: 333ms\n",
      "106:\tlearn: 456.6906815\ttotal: 378ms\tremaining: 329ms\n",
      "107:\tlearn: 454.6405300\ttotal: 381ms\tremaining: 325ms\n",
      "108:\tlearn: 452.8324205\ttotal: 386ms\tremaining: 322ms\n",
      "109:\tlearn: 450.9629709\ttotal: 389ms\tremaining: 318ms\n",
      "110:\tlearn: 447.9896430\ttotal: 392ms\tremaining: 314ms\n",
      "111:\tlearn: 444.4457365\ttotal: 395ms\tremaining: 310ms\n",
      "112:\tlearn: 443.3875355\ttotal: 398ms\tremaining: 307ms\n",
      "113:\tlearn: 441.4958657\ttotal: 402ms\tremaining: 303ms\n",
      "114:\tlearn: 438.6475328\ttotal: 405ms\tremaining: 299ms\n",
      "115:\tlearn: 437.4917127\ttotal: 408ms\tremaining: 295ms\n",
      "116:\tlearn: 434.9755975\ttotal: 411ms\tremaining: 291ms\n",
      "117:\tlearn: 433.0333962\ttotal: 414ms\tremaining: 288ms\n",
      "118:\tlearn: 431.6095835\ttotal: 417ms\tremaining: 284ms\n",
      "119:\tlearn: 430.7956094\ttotal: 420ms\tremaining: 280ms\n",
      "120:\tlearn: 430.1543425\ttotal: 423ms\tremaining: 276ms\n",
      "121:\tlearn: 428.1584791\ttotal: 426ms\tremaining: 272ms\n",
      "122:\tlearn: 424.1231133\ttotal: 430ms\tremaining: 269ms\n",
      "123:\tlearn: 422.5601012\ttotal: 433ms\tremaining: 265ms\n",
      "124:\tlearn: 420.6499126\ttotal: 436ms\tremaining: 261ms\n",
      "125:\tlearn: 418.1383299\ttotal: 439ms\tremaining: 258ms\n",
      "126:\tlearn: 415.6958752\ttotal: 442ms\tremaining: 254ms\n",
      "127:\tlearn: 412.4974589\ttotal: 445ms\tremaining: 250ms\n",
      "128:\tlearn: 410.0497086\ttotal: 448ms\tremaining: 247ms\n",
      "129:\tlearn: 407.3933150\ttotal: 451ms\tremaining: 243ms\n",
      "130:\tlearn: 406.0287767\ttotal: 454ms\tremaining: 239ms\n",
      "131:\tlearn: 404.0630189\ttotal: 458ms\tremaining: 236ms\n",
      "132:\tlearn: 401.7643665\ttotal: 461ms\tremaining: 232ms\n",
      "133:\tlearn: 399.8986697\ttotal: 464ms\tremaining: 228ms\n",
      "134:\tlearn: 396.9622316\ttotal: 467ms\tremaining: 225ms\n",
      "135:\tlearn: 394.6368474\ttotal: 470ms\tremaining: 221ms\n",
      "136:\tlearn: 392.9740596\ttotal: 473ms\tremaining: 218ms\n",
      "137:\tlearn: 391.1760560\ttotal: 476ms\tremaining: 214ms\n",
      "138:\tlearn: 390.2680472\ttotal: 479ms\tremaining: 210ms\n",
      "139:\tlearn: 387.4758895\ttotal: 482ms\tremaining: 207ms\n",
      "140:\tlearn: 385.3390932\ttotal: 485ms\tremaining: 203ms\n",
      "141:\tlearn: 383.7338609\ttotal: 489ms\tremaining: 200ms\n",
      "142:\tlearn: 381.1018548\ttotal: 492ms\tremaining: 196ms\n",
      "143:\tlearn: 379.2313806\ttotal: 495ms\tremaining: 192ms\n",
      "144:\tlearn: 376.6590345\ttotal: 498ms\tremaining: 189ms\n",
      "145:\tlearn: 375.6407968\ttotal: 501ms\tremaining: 185ms\n",
      "146:\tlearn: 373.8119464\ttotal: 504ms\tremaining: 182ms\n",
      "147:\tlearn: 372.0644248\ttotal: 509ms\tremaining: 179ms\n",
      "148:\tlearn: 371.1734371\ttotal: 514ms\tremaining: 176ms\n",
      "149:\tlearn: 370.2329683\ttotal: 518ms\tremaining: 173ms\n",
      "150:\tlearn: 367.9427594\ttotal: 523ms\tremaining: 170ms\n",
      "151:\tlearn: 366.8150132\ttotal: 527ms\tremaining: 166ms\n",
      "152:\tlearn: 364.3868055\ttotal: 531ms\tremaining: 163ms\n",
      "153:\tlearn: 363.0901227\ttotal: 536ms\tremaining: 160ms\n",
      "154:\tlearn: 362.0816267\ttotal: 539ms\tremaining: 156ms\n",
      "155:\tlearn: 359.4330731\ttotal: 542ms\tremaining: 153ms\n",
      "156:\tlearn: 358.3624577\ttotal: 545ms\tremaining: 149ms\n",
      "157:\tlearn: 357.2713989\ttotal: 549ms\tremaining: 146ms\n",
      "158:\tlearn: 355.7671688\ttotal: 552ms\tremaining: 142ms\n",
      "159:\tlearn: 354.4344315\ttotal: 555ms\tremaining: 139ms\n",
      "160:\tlearn: 354.0316010\ttotal: 558ms\tremaining: 135ms\n",
      "161:\tlearn: 352.6322178\ttotal: 562ms\tremaining: 132ms\n",
      "162:\tlearn: 350.6109641\ttotal: 565ms\tremaining: 128ms\n",
      "163:\tlearn: 349.4208614\ttotal: 568ms\tremaining: 125ms\n",
      "164:\tlearn: 347.3703312\ttotal: 571ms\tremaining: 121ms\n",
      "165:\tlearn: 344.3115418\ttotal: 574ms\tremaining: 118ms\n",
      "166:\tlearn: 343.0729611\ttotal: 577ms\tremaining: 114ms\n",
      "167:\tlearn: 340.9210902\ttotal: 581ms\tremaining: 111ms\n",
      "168:\tlearn: 339.4818978\ttotal: 584ms\tremaining: 107ms\n",
      "169:\tlearn: 339.0105088\ttotal: 586ms\tremaining: 103ms\n",
      "170:\tlearn: 338.0349931\ttotal: 589ms\tremaining: 100ms\n",
      "171:\tlearn: 336.0487700\ttotal: 593ms\tremaining: 96.5ms\n",
      "172:\tlearn: 335.4278011\ttotal: 596ms\tremaining: 93ms\n",
      "173:\tlearn: 335.0553698\ttotal: 599ms\tremaining: 89.5ms\n",
      "174:\tlearn: 333.7376448\ttotal: 602ms\tremaining: 86ms\n",
      "175:\tlearn: 331.3745819\ttotal: 605ms\tremaining: 82.6ms\n",
      "176:\tlearn: 328.9535478\ttotal: 615ms\tremaining: 80ms\n",
      "177:\tlearn: 327.2374508\ttotal: 618ms\tremaining: 76.4ms\n",
      "178:\tlearn: 326.0864795\ttotal: 622ms\tremaining: 73ms\n",
      "179:\tlearn: 324.2217774\ttotal: 625ms\tremaining: 69.5ms\n",
      "180:\tlearn: 322.6536756\ttotal: 628ms\tremaining: 65.9ms\n",
      "181:\tlearn: 320.2376452\ttotal: 631ms\tremaining: 62.4ms\n",
      "182:\tlearn: 319.5286313\ttotal: 634ms\tremaining: 58.9ms\n",
      "183:\tlearn: 317.9716942\ttotal: 637ms\tremaining: 55.4ms\n",
      "184:\tlearn: 316.1976948\ttotal: 640ms\tremaining: 51.9ms\n",
      "185:\tlearn: 314.9232161\ttotal: 643ms\tremaining: 48.4ms\n",
      "186:\tlearn: 314.3287817\ttotal: 647ms\tremaining: 44.9ms\n",
      "187:\tlearn: 312.7893448\ttotal: 650ms\tremaining: 41.5ms\n",
      "188:\tlearn: 311.0083276\ttotal: 653ms\tremaining: 38ms\n",
      "189:\tlearn: 309.8969709\ttotal: 656ms\tremaining: 34.5ms\n",
      "190:\tlearn: 308.6570644\ttotal: 659ms\tremaining: 31ms\n",
      "191:\tlearn: 307.3767128\ttotal: 662ms\tremaining: 27.6ms\n",
      "192:\tlearn: 305.9422214\ttotal: 665ms\tremaining: 24.1ms\n",
      "193:\tlearn: 305.8367877\ttotal: 668ms\tremaining: 20.7ms\n",
      "194:\tlearn: 304.2518546\ttotal: 671ms\tremaining: 17.2ms\n",
      "195:\tlearn: 301.8890476\ttotal: 676ms\tremaining: 13.8ms\n",
      "196:\tlearn: 300.2343206\ttotal: 681ms\tremaining: 10.4ms\n",
      "197:\tlearn: 299.2936442\ttotal: 686ms\tremaining: 6.93ms\n",
      "198:\tlearn: 298.3544333\ttotal: 696ms\tremaining: 3.5ms\n",
      "199:\tlearn: 296.4525739\ttotal: 701ms\tremaining: 0us\n",
      "0:\tlearn: 1031.9324733\ttotal: 3.28ms\tremaining: 423ms\n",
      "1:\tlearn: 865.1807086\ttotal: 7.04ms\tremaining: 450ms\n",
      "2:\tlearn: 819.3170263\ttotal: 11ms\tremaining: 465ms\n",
      "3:\tlearn: 778.8267713\ttotal: 14.6ms\tremaining: 459ms\n",
      "4:\tlearn: 754.2866177\ttotal: 18.3ms\tremaining: 456ms\n",
      "5:\tlearn: 747.8768259\ttotal: 22.6ms\tremaining: 466ms\n",
      "6:\tlearn: 742.2558825\ttotal: 26.7ms\tremaining: 469ms\n",
      "7:\tlearn: 734.1832485\ttotal: 30.4ms\tremaining: 464ms\n",
      "8:\tlearn: 721.8469457\ttotal: 34.1ms\tremaining: 459ms\n",
      "9:\tlearn: 714.6042407\ttotal: 37.8ms\tremaining: 453ms\n",
      "10:\tlearn: 707.3843091\ttotal: 41.5ms\tremaining: 449ms\n",
      "11:\tlearn: 704.4931716\ttotal: 45ms\tremaining: 442ms\n",
      "12:\tlearn: 695.9514799\ttotal: 49.2ms\tremaining: 442ms\n",
      "13:\tlearn: 690.9212827\ttotal: 53.9ms\tremaining: 447ms\n",
      "14:\tlearn: 686.2253129\ttotal: 59.3ms\tremaining: 455ms\n",
      "15:\tlearn: 682.1548936\ttotal: 64ms\tremaining: 456ms\n",
      "16:\tlearn: 676.5145208\ttotal: 67.7ms\tremaining: 450ms\n",
      "17:\tlearn: 675.2616075\ttotal: 72.4ms\tremaining: 450ms\n",
      "18:\tlearn: 674.2599866\ttotal: 76.4ms\tremaining: 447ms\n",
      "19:\tlearn: 667.4556245\ttotal: 81ms\tremaining: 446ms\n",
      "20:\tlearn: 651.6096921\ttotal: 85.2ms\tremaining: 442ms\n",
      "21:\tlearn: 645.0587257\ttotal: 90ms\tremaining: 442ms\n",
      "22:\tlearn: 639.9373976\ttotal: 94ms\tremaining: 437ms\n",
      "23:\tlearn: 633.5663592\ttotal: 97.7ms\tremaining: 432ms\n",
      "24:\tlearn: 625.7697058\ttotal: 101ms\tremaining: 424ms\n",
      "25:\tlearn: 622.2942940\ttotal: 105ms\tremaining: 420ms\n",
      "26:\tlearn: 618.4146212\ttotal: 108ms\tremaining: 414ms\n",
      "27:\tlearn: 616.8644793\ttotal: 112ms\tremaining: 407ms\n",
      "28:\tlearn: 612.8282513\ttotal: 115ms\tremaining: 401ms\n",
      "29:\tlearn: 607.3528189\ttotal: 119ms\tremaining: 397ms\n",
      "30:\tlearn: 603.4218695\ttotal: 122ms\tremaining: 391ms\n",
      "31:\tlearn: 602.6979638\ttotal: 126ms\tremaining: 385ms\n",
      "32:\tlearn: 597.5235258\ttotal: 129ms\tremaining: 379ms\n",
      "33:\tlearn: 593.3394681\ttotal: 133ms\tremaining: 374ms\n",
      "34:\tlearn: 592.0583576\ttotal: 136ms\tremaining: 369ms\n",
      "35:\tlearn: 584.6852624\ttotal: 139ms\tremaining: 363ms\n",
      "36:\tlearn: 582.4255659\ttotal: 142ms\tremaining: 358ms\n",
      "37:\tlearn: 574.1970071\ttotal: 146ms\tremaining: 353ms\n",
      "38:\tlearn: 571.0679159\ttotal: 150ms\tremaining: 349ms\n",
      "39:\tlearn: 567.7473576\ttotal: 153ms\tremaining: 344ms\n",
      "40:\tlearn: 565.6897338\ttotal: 156ms\tremaining: 339ms\n",
      "41:\tlearn: 563.5661215\ttotal: 160ms\tremaining: 335ms\n",
      "42:\tlearn: 560.8821547\ttotal: 164ms\tremaining: 331ms\n",
      "43:\tlearn: 557.4840729\ttotal: 167ms\tremaining: 327ms\n",
      "44:\tlearn: 553.9477414\ttotal: 171ms\tremaining: 322ms\n",
      "45:\tlearn: 550.3531457\ttotal: 175ms\tremaining: 320ms\n",
      "46:\tlearn: 548.8678778\ttotal: 180ms\tremaining: 318ms\n",
      "47:\tlearn: 548.2768351\ttotal: 185ms\tremaining: 316ms\n",
      "48:\tlearn: 542.2738886\ttotal: 190ms\tremaining: 313ms\n",
      "49:\tlearn: 538.1323842\ttotal: 195ms\tremaining: 311ms\n",
      "50:\tlearn: 537.4663698\ttotal: 199ms\tremaining: 308ms\n",
      "51:\tlearn: 536.8612405\ttotal: 204ms\tremaining: 307ms\n",
      "52:\tlearn: 533.7078339\ttotal: 209ms\tremaining: 304ms\n",
      "53:\tlearn: 533.0883048\ttotal: 213ms\tremaining: 299ms\n",
      "54:\tlearn: 532.3005508\ttotal: 216ms\tremaining: 294ms\n",
      "55:\tlearn: 531.1470999\ttotal: 219ms\tremaining: 290ms\n",
      "56:\tlearn: 527.9989401\ttotal: 223ms\tremaining: 286ms\n",
      "57:\tlearn: 524.9596791\ttotal: 227ms\tremaining: 281ms\n",
      "58:\tlearn: 524.5845324\ttotal: 230ms\tremaining: 277ms\n",
      "59:\tlearn: 523.5728439\ttotal: 233ms\tremaining: 272ms\n",
      "60:\tlearn: 523.3133409\ttotal: 237ms\tremaining: 268ms\n",
      "61:\tlearn: 521.8971553\ttotal: 240ms\tremaining: 263ms\n",
      "62:\tlearn: 521.1205525\ttotal: 243ms\tremaining: 259ms\n",
      "63:\tlearn: 519.6769439\ttotal: 246ms\tremaining: 254ms\n",
      "64:\tlearn: 516.0955791\ttotal: 250ms\tremaining: 250ms\n",
      "65:\tlearn: 515.3577714\ttotal: 254ms\tremaining: 246ms\n",
      "66:\tlearn: 514.4999861\ttotal: 257ms\tremaining: 242ms\n",
      "67:\tlearn: 514.0005907\ttotal: 260ms\tremaining: 237ms\n",
      "68:\tlearn: 511.2576931\ttotal: 264ms\tremaining: 233ms\n",
      "69:\tlearn: 509.3962435\ttotal: 268ms\tremaining: 230ms\n",
      "70:\tlearn: 507.9423396\ttotal: 271ms\tremaining: 225ms\n",
      "71:\tlearn: 505.8160690\ttotal: 275ms\tremaining: 221ms\n",
      "72:\tlearn: 505.0397381\ttotal: 278ms\tremaining: 217ms\n",
      "73:\tlearn: 503.3910949\ttotal: 282ms\tremaining: 213ms\n",
      "74:\tlearn: 501.9725953\ttotal: 285ms\tremaining: 209ms\n",
      "75:\tlearn: 499.3554207\ttotal: 289ms\tremaining: 205ms\n",
      "76:\tlearn: 498.6827458\ttotal: 293ms\tremaining: 201ms\n",
      "77:\tlearn: 497.8941135\ttotal: 296ms\tremaining: 197ms\n",
      "78:\tlearn: 493.1563197\ttotal: 300ms\tremaining: 193ms\n",
      "79:\tlearn: 491.8112386\ttotal: 305ms\tremaining: 191ms\n",
      "80:\tlearn: 490.6846178\ttotal: 309ms\tremaining: 187ms\n",
      "81:\tlearn: 490.5028617\ttotal: 313ms\tremaining: 183ms\n",
      "82:\tlearn: 489.4250582\ttotal: 316ms\tremaining: 179ms\n",
      "83:\tlearn: 484.8447133\ttotal: 319ms\tremaining: 175ms\n",
      "84:\tlearn: 484.4088699\ttotal: 323ms\tremaining: 171ms\n",
      "85:\tlearn: 480.9325164\ttotal: 326ms\tremaining: 167ms\n",
      "86:\tlearn: 478.8219281\ttotal: 330ms\tremaining: 163ms\n",
      "87:\tlearn: 476.9418545\ttotal: 333ms\tremaining: 159ms\n",
      "88:\tlearn: 476.3763838\ttotal: 337ms\tremaining: 155ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "89:\tlearn: 475.3553549\ttotal: 342ms\tremaining: 152ms\n",
      "90:\tlearn: 473.8190749\ttotal: 346ms\tremaining: 148ms\n",
      "91:\tlearn: 472.9127606\ttotal: 351ms\tremaining: 145ms\n",
      "92:\tlearn: 471.1747393\ttotal: 355ms\tremaining: 141ms\n",
      "93:\tlearn: 470.4047288\ttotal: 360ms\tremaining: 138ms\n",
      "94:\tlearn: 469.3303395\ttotal: 365ms\tremaining: 134ms\n",
      "95:\tlearn: 466.6932087\ttotal: 369ms\tremaining: 131ms\n",
      "96:\tlearn: 461.4843533\ttotal: 375ms\tremaining: 128ms\n",
      "97:\tlearn: 458.9577619\ttotal: 379ms\tremaining: 124ms\n",
      "98:\tlearn: 457.6230746\ttotal: 382ms\tremaining: 120ms\n",
      "99:\tlearn: 456.5383078\ttotal: 386ms\tremaining: 116ms\n",
      "100:\tlearn: 455.3831600\ttotal: 390ms\tremaining: 112ms\n",
      "101:\tlearn: 455.0429721\ttotal: 394ms\tremaining: 108ms\n",
      "102:\tlearn: 453.9668143\ttotal: 397ms\tremaining: 104ms\n",
      "103:\tlearn: 453.6248222\ttotal: 401ms\tremaining: 100ms\n",
      "104:\tlearn: 452.6810744\ttotal: 404ms\tremaining: 96.3ms\n",
      "105:\tlearn: 451.3638946\ttotal: 408ms\tremaining: 92.3ms\n",
      "106:\tlearn: 450.4778071\ttotal: 411ms\tremaining: 88.4ms\n",
      "107:\tlearn: 450.0048727\ttotal: 414ms\tremaining: 84.4ms\n",
      "108:\tlearn: 449.2814005\ttotal: 419ms\tremaining: 80.6ms\n",
      "109:\tlearn: 448.4892317\ttotal: 422ms\tremaining: 76.7ms\n",
      "110:\tlearn: 447.9359765\ttotal: 425ms\tremaining: 72.8ms\n",
      "111:\tlearn: 447.6800180\ttotal: 428ms\tremaining: 68.8ms\n",
      "112:\tlearn: 447.2418949\ttotal: 432ms\tremaining: 65ms\n",
      "113:\tlearn: 447.1441325\ttotal: 435ms\tremaining: 61.1ms\n",
      "114:\tlearn: 447.0122195\ttotal: 438ms\tremaining: 57.2ms\n",
      "115:\tlearn: 446.7608337\ttotal: 442ms\tremaining: 53.3ms\n",
      "116:\tlearn: 446.3180431\ttotal: 445ms\tremaining: 49.4ms\n",
      "117:\tlearn: 445.5315197\ttotal: 449ms\tremaining: 45.6ms\n",
      "118:\tlearn: 444.7790791\ttotal: 452ms\tremaining: 41.8ms\n",
      "119:\tlearn: 443.8439763\ttotal: 456ms\tremaining: 38ms\n",
      "120:\tlearn: 443.4843950\ttotal: 459ms\tremaining: 34.1ms\n",
      "121:\tlearn: 442.9210550\ttotal: 463ms\tremaining: 30.3ms\n",
      "122:\tlearn: 442.5809162\ttotal: 466ms\tremaining: 26.5ms\n",
      "123:\tlearn: 441.2578965\ttotal: 469ms\tremaining: 22.7ms\n",
      "124:\tlearn: 440.0867967\ttotal: 473ms\tremaining: 18.9ms\n",
      "125:\tlearn: 439.0888795\ttotal: 476ms\tremaining: 15.1ms\n",
      "126:\tlearn: 438.5286084\ttotal: 480ms\tremaining: 11.3ms\n",
      "127:\tlearn: 438.3479541\ttotal: 483ms\tremaining: 7.55ms\n",
      "128:\tlearn: 436.8392123\ttotal: 487ms\tremaining: 3.77ms\n",
      "129:\tlearn: 436.6276322\ttotal: 490ms\tremaining: 0us\n",
      "0:\tlearn: 1036.0007612\ttotal: 6.13ms\tremaining: 791ms\n",
      "1:\tlearn: 872.7936992\ttotal: 13.8ms\tremaining: 886ms\n",
      "2:\tlearn: 834.6995058\ttotal: 20.7ms\tremaining: 876ms\n",
      "3:\tlearn: 797.0798519\ttotal: 27.7ms\tremaining: 874ms\n",
      "4:\tlearn: 775.2222021\ttotal: 32.8ms\tremaining: 820ms\n",
      "5:\tlearn: 763.7494954\ttotal: 36.5ms\tremaining: 754ms\n",
      "6:\tlearn: 755.2293185\ttotal: 40.2ms\tremaining: 707ms\n",
      "7:\tlearn: 745.5429403\ttotal: 44.2ms\tremaining: 674ms\n",
      "8:\tlearn: 734.1836452\ttotal: 48ms\tremaining: 645ms\n",
      "9:\tlearn: 726.6135898\ttotal: 51.8ms\tremaining: 621ms\n",
      "10:\tlearn: 715.4934635\ttotal: 55.4ms\tremaining: 599ms\n",
      "11:\tlearn: 713.2896385\ttotal: 58.5ms\tremaining: 575ms\n",
      "12:\tlearn: 703.1066898\ttotal: 62.1ms\tremaining: 559ms\n",
      "13:\tlearn: 696.8645440\ttotal: 65.8ms\tremaining: 545ms\n",
      "14:\tlearn: 690.4454846\ttotal: 69.6ms\tremaining: 533ms\n",
      "15:\tlearn: 687.1338750\ttotal: 73.5ms\tremaining: 524ms\n",
      "16:\tlearn: 684.6909512\ttotal: 77.1ms\tremaining: 513ms\n",
      "17:\tlearn: 669.8794473\ttotal: 80.8ms\tremaining: 503ms\n",
      "18:\tlearn: 663.2638831\ttotal: 84.5ms\tremaining: 494ms\n",
      "19:\tlearn: 659.6608495\ttotal: 88.2ms\tremaining: 485ms\n",
      "20:\tlearn: 653.3682504\ttotal: 91.6ms\tremaining: 476ms\n",
      "21:\tlearn: 648.5961999\ttotal: 95.2ms\tremaining: 467ms\n",
      "22:\tlearn: 642.7071755\ttotal: 98.8ms\tremaining: 460ms\n",
      "23:\tlearn: 635.3381576\ttotal: 103ms\tremaining: 453ms\n",
      "24:\tlearn: 633.6208129\ttotal: 107ms\tremaining: 447ms\n",
      "25:\tlearn: 631.5595545\ttotal: 110ms\tremaining: 440ms\n",
      "26:\tlearn: 626.4882408\ttotal: 113ms\tremaining: 432ms\n",
      "27:\tlearn: 620.5744931\ttotal: 117ms\tremaining: 426ms\n",
      "28:\tlearn: 617.5116949\ttotal: 121ms\tremaining: 420ms\n",
      "29:\tlearn: 614.9150620\ttotal: 124ms\tremaining: 414ms\n",
      "30:\tlearn: 613.6661677\ttotal: 127ms\tremaining: 407ms\n",
      "31:\tlearn: 609.6899368\ttotal: 131ms\tremaining: 401ms\n",
      "32:\tlearn: 607.5969149\ttotal: 134ms\tremaining: 395ms\n",
      "33:\tlearn: 606.1657622\ttotal: 138ms\tremaining: 389ms\n",
      "34:\tlearn: 603.4262639\ttotal: 141ms\tremaining: 383ms\n",
      "35:\tlearn: 601.2677801\ttotal: 145ms\tremaining: 378ms\n",
      "36:\tlearn: 595.5703028\ttotal: 148ms\tremaining: 372ms\n",
      "37:\tlearn: 593.6185754\ttotal: 152ms\tremaining: 367ms\n",
      "38:\tlearn: 588.4438895\ttotal: 155ms\tremaining: 362ms\n",
      "39:\tlearn: 586.3899971\ttotal: 158ms\tremaining: 356ms\n",
      "40:\tlearn: 583.6572533\ttotal: 162ms\tremaining: 351ms\n",
      "41:\tlearn: 581.8998647\ttotal: 165ms\tremaining: 347ms\n",
      "42:\tlearn: 579.7616710\ttotal: 169ms\tremaining: 342ms\n",
      "43:\tlearn: 578.3894004\ttotal: 174ms\tremaining: 340ms\n",
      "44:\tlearn: 574.7237851\ttotal: 179ms\tremaining: 338ms\n",
      "45:\tlearn: 571.1089747\ttotal: 185ms\tremaining: 338ms\n",
      "46:\tlearn: 568.6737453\ttotal: 190ms\tremaining: 336ms\n",
      "47:\tlearn: 567.5437940\ttotal: 196ms\tremaining: 334ms\n",
      "48:\tlearn: 566.7311451\ttotal: 201ms\tremaining: 333ms\n",
      "49:\tlearn: 565.0377468\ttotal: 205ms\tremaining: 328ms\n",
      "50:\tlearn: 563.6419823\ttotal: 208ms\tremaining: 323ms\n",
      "51:\tlearn: 559.6106285\ttotal: 213ms\tremaining: 319ms\n",
      "52:\tlearn: 556.4460317\ttotal: 216ms\tremaining: 314ms\n",
      "53:\tlearn: 554.2902037\ttotal: 220ms\tremaining: 310ms\n",
      "54:\tlearn: 553.3642489\ttotal: 224ms\tremaining: 305ms\n",
      "55:\tlearn: 550.6948785\ttotal: 229ms\tremaining: 302ms\n",
      "56:\tlearn: 547.8133086\ttotal: 233ms\tremaining: 299ms\n",
      "57:\tlearn: 546.0598900\ttotal: 238ms\tremaining: 296ms\n",
      "58:\tlearn: 543.9510342\ttotal: 242ms\tremaining: 291ms\n",
      "59:\tlearn: 535.3543450\ttotal: 246ms\tremaining: 286ms\n",
      "60:\tlearn: 534.1939247\ttotal: 249ms\tremaining: 282ms\n",
      "61:\tlearn: 529.3861314\ttotal: 253ms\tremaining: 277ms\n",
      "62:\tlearn: 525.0587430\ttotal: 256ms\tremaining: 273ms\n",
      "63:\tlearn: 522.8141056\ttotal: 260ms\tremaining: 268ms\n",
      "64:\tlearn: 522.0766612\ttotal: 263ms\tremaining: 263ms\n",
      "65:\tlearn: 520.5018201\ttotal: 267ms\tremaining: 259ms\n",
      "66:\tlearn: 517.8499156\ttotal: 271ms\tremaining: 254ms\n",
      "67:\tlearn: 514.9727208\ttotal: 274ms\tremaining: 250ms\n",
      "68:\tlearn: 514.5733301\ttotal: 277ms\tremaining: 245ms\n",
      "69:\tlearn: 513.6195814\ttotal: 280ms\tremaining: 240ms\n",
      "70:\tlearn: 512.5593955\ttotal: 284ms\tremaining: 236ms\n",
      "71:\tlearn: 511.8722202\ttotal: 287ms\tremaining: 232ms\n",
      "72:\tlearn: 508.9806516\ttotal: 291ms\tremaining: 227ms\n",
      "73:\tlearn: 506.2240028\ttotal: 294ms\tremaining: 223ms\n",
      "74:\tlearn: 503.6920668\ttotal: 298ms\tremaining: 219ms\n",
      "75:\tlearn: 500.3775819\ttotal: 302ms\tremaining: 214ms\n",
      "76:\tlearn: 498.8720282\ttotal: 305ms\tremaining: 210ms\n",
      "77:\tlearn: 498.6204117\ttotal: 308ms\tremaining: 205ms\n",
      "78:\tlearn: 497.1418957\ttotal: 312ms\tremaining: 201ms\n",
      "79:\tlearn: 496.5224069\ttotal: 315ms\tremaining: 197ms\n",
      "80:\tlearn: 494.8263764\ttotal: 319ms\tremaining: 193ms\n",
      "81:\tlearn: 493.0198934\ttotal: 322ms\tremaining: 189ms\n",
      "82:\tlearn: 492.0928053\ttotal: 325ms\tremaining: 184ms\n",
      "83:\tlearn: 491.9349934\ttotal: 329ms\tremaining: 180ms\n",
      "84:\tlearn: 490.5057654\ttotal: 332ms\tremaining: 176ms\n",
      "85:\tlearn: 489.0361456\ttotal: 336ms\tremaining: 172ms\n",
      "86:\tlearn: 488.3026637\ttotal: 341ms\tremaining: 168ms\n",
      "87:\tlearn: 487.3328274\ttotal: 346ms\tremaining: 165ms\n",
      "88:\tlearn: 486.7838931\ttotal: 350ms\tremaining: 161ms\n",
      "89:\tlearn: 486.1791828\ttotal: 355ms\tremaining: 158ms\n",
      "90:\tlearn: 483.1671949\ttotal: 361ms\tremaining: 155ms\n",
      "91:\tlearn: 482.2065571\ttotal: 366ms\tremaining: 151ms\n",
      "92:\tlearn: 481.9488635\ttotal: 371ms\tremaining: 148ms\n",
      "93:\tlearn: 481.5943438\ttotal: 376ms\tremaining: 144ms\n",
      "94:\tlearn: 479.8740761\ttotal: 379ms\tremaining: 140ms\n",
      "95:\tlearn: 479.4712757\ttotal: 382ms\tremaining: 135ms\n",
      "96:\tlearn: 478.7173402\ttotal: 386ms\tremaining: 131ms\n",
      "97:\tlearn: 478.1392387\ttotal: 390ms\tremaining: 127ms\n",
      "98:\tlearn: 476.6201764\ttotal: 393ms\tremaining: 123ms\n",
      "99:\tlearn: 476.1180409\ttotal: 398ms\tremaining: 119ms\n",
      "100:\tlearn: 475.3331946\ttotal: 401ms\tremaining: 115ms\n",
      "101:\tlearn: 474.6849427\ttotal: 405ms\tremaining: 111ms\n",
      "102:\tlearn: 473.5610317\ttotal: 408ms\tremaining: 107ms\n",
      "103:\tlearn: 473.0568118\ttotal: 412ms\tremaining: 103ms\n",
      "104:\tlearn: 472.1577256\ttotal: 415ms\tremaining: 98.9ms\n",
      "105:\tlearn: 469.5312090\ttotal: 419ms\tremaining: 94.9ms\n",
      "106:\tlearn: 469.3111842\ttotal: 422ms\tremaining: 90.8ms\n",
      "107:\tlearn: 469.1681711\ttotal: 426ms\tremaining: 86.7ms\n",
      "108:\tlearn: 467.7906713\ttotal: 429ms\tremaining: 82.7ms\n",
      "109:\tlearn: 467.4572264\ttotal: 432ms\tremaining: 78.6ms\n",
      "110:\tlearn: 466.7606128\ttotal: 436ms\tremaining: 74.6ms\n",
      "111:\tlearn: 466.1345801\ttotal: 440ms\tremaining: 70.7ms\n",
      "112:\tlearn: 463.0534776\ttotal: 443ms\tremaining: 66.7ms\n",
      "113:\tlearn: 459.4126706\ttotal: 447ms\tremaining: 62.7ms\n",
      "114:\tlearn: 457.8308837\ttotal: 451ms\tremaining: 58.8ms\n",
      "115:\tlearn: 457.6977393\ttotal: 454ms\tremaining: 54.8ms\n",
      "116:\tlearn: 457.3404127\ttotal: 457ms\tremaining: 50.8ms\n",
      "117:\tlearn: 455.8169385\ttotal: 461ms\tremaining: 46.9ms\n",
      "118:\tlearn: 454.9420523\ttotal: 465ms\tremaining: 42.9ms\n",
      "119:\tlearn: 453.9780152\ttotal: 468ms\tremaining: 39ms\n",
      "120:\tlearn: 453.1908425\ttotal: 471ms\tremaining: 35.1ms\n",
      "121:\tlearn: 452.7845929\ttotal: 475ms\tremaining: 31.1ms\n",
      "122:\tlearn: 452.6176857\ttotal: 478ms\tremaining: 27.2ms\n",
      "123:\tlearn: 452.1162206\ttotal: 482ms\tremaining: 23.3ms\n",
      "124:\tlearn: 451.8974592\ttotal: 485ms\tremaining: 19.4ms\n",
      "125:\tlearn: 450.9765221\ttotal: 489ms\tremaining: 15.5ms\n",
      "126:\tlearn: 450.7724686\ttotal: 492ms\tremaining: 11.6ms\n",
      "127:\tlearn: 450.0127224\ttotal: 496ms\tremaining: 7.74ms\n",
      "128:\tlearn: 449.7830933\ttotal: 499ms\tremaining: 3.87ms\n",
      "129:\tlearn: 449.7045906\ttotal: 502ms\tremaining: 0us\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:\tlearn: 1001.7070704\ttotal: 6.74ms\tremaining: 869ms\n",
      "1:\tlearn: 860.2143472\ttotal: 13.6ms\tremaining: 871ms\n",
      "2:\tlearn: 785.8525137\ttotal: 21.1ms\tremaining: 894ms\n",
      "3:\tlearn: 757.8095867\ttotal: 27.7ms\tremaining: 872ms\n",
      "4:\tlearn: 747.5490575\ttotal: 34.3ms\tremaining: 858ms\n",
      "5:\tlearn: 736.9312115\ttotal: 38ms\tremaining: 784ms\n",
      "6:\tlearn: 729.5807896\ttotal: 41.6ms\tremaining: 731ms\n",
      "7:\tlearn: 718.1383563\ttotal: 45.3ms\tremaining: 691ms\n",
      "8:\tlearn: 706.7486046\ttotal: 49.6ms\tremaining: 666ms\n",
      "9:\tlearn: 700.9618069\ttotal: 53.1ms\tremaining: 638ms\n",
      "10:\tlearn: 693.4561159\ttotal: 56.9ms\tremaining: 615ms\n",
      "11:\tlearn: 688.8101970\ttotal: 60.7ms\tremaining: 596ms\n",
      "12:\tlearn: 681.4545915\ttotal: 64.6ms\tremaining: 581ms\n",
      "13:\tlearn: 679.2494404\ttotal: 68.1ms\tremaining: 564ms\n",
      "14:\tlearn: 673.7609645\ttotal: 71.7ms\tremaining: 550ms\n",
      "15:\tlearn: 670.7985536\ttotal: 75.4ms\tremaining: 537ms\n",
      "16:\tlearn: 663.8786701\ttotal: 79ms\tremaining: 525ms\n",
      "17:\tlearn: 659.7859264\ttotal: 82.4ms\tremaining: 513ms\n",
      "18:\tlearn: 655.6336795\ttotal: 85.8ms\tremaining: 501ms\n",
      "19:\tlearn: 653.8904955\ttotal: 90.8ms\tremaining: 500ms\n",
      "20:\tlearn: 650.9822325\ttotal: 94.4ms\tremaining: 490ms\n",
      "21:\tlearn: 640.8145901\ttotal: 98ms\tremaining: 481ms\n",
      "22:\tlearn: 636.4594416\ttotal: 101ms\tremaining: 471ms\n",
      "23:\tlearn: 633.3672073\ttotal: 105ms\tremaining: 462ms\n",
      "24:\tlearn: 629.9823565\ttotal: 108ms\tremaining: 453ms\n",
      "25:\tlearn: 624.8678669\ttotal: 112ms\tremaining: 446ms\n",
      "26:\tlearn: 621.1553041\ttotal: 115ms\tremaining: 439ms\n",
      "27:\tlearn: 617.3879636\ttotal: 118ms\tremaining: 431ms\n",
      "28:\tlearn: 614.6475557\ttotal: 122ms\tremaining: 423ms\n",
      "29:\tlearn: 611.2674322\ttotal: 125ms\tremaining: 417ms\n",
      "30:\tlearn: 607.0411724\ttotal: 128ms\tremaining: 410ms\n",
      "31:\tlearn: 604.3141579\ttotal: 132ms\tremaining: 404ms\n",
      "32:\tlearn: 593.0841562\ttotal: 135ms\tremaining: 398ms\n",
      "33:\tlearn: 590.6250050\ttotal: 139ms\tremaining: 391ms\n",
      "34:\tlearn: 587.2642141\ttotal: 142ms\tremaining: 386ms\n",
      "35:\tlearn: 586.4104636\ttotal: 146ms\tremaining: 380ms\n",
      "36:\tlearn: 585.3664773\ttotal: 149ms\tremaining: 374ms\n",
      "37:\tlearn: 580.3798055\ttotal: 152ms\tremaining: 369ms\n",
      "38:\tlearn: 579.9374165\ttotal: 156ms\tremaining: 364ms\n",
      "39:\tlearn: 577.3418194\ttotal: 159ms\tremaining: 358ms\n",
      "40:\tlearn: 574.8455475\ttotal: 163ms\tremaining: 353ms\n",
      "41:\tlearn: 572.7333071\ttotal: 166ms\tremaining: 347ms\n",
      "42:\tlearn: 566.2928234\ttotal: 169ms\tremaining: 343ms\n",
      "43:\tlearn: 564.7688340\ttotal: 173ms\tremaining: 338ms\n",
      "44:\tlearn: 563.7542534\ttotal: 178ms\tremaining: 336ms\n",
      "45:\tlearn: 560.7599283\ttotal: 185ms\tremaining: 337ms\n",
      "46:\tlearn: 556.1936597\ttotal: 189ms\tremaining: 334ms\n",
      "47:\tlearn: 552.9753276\ttotal: 194ms\tremaining: 331ms\n",
      "48:\tlearn: 549.8235883\ttotal: 199ms\tremaining: 329ms\n",
      "49:\tlearn: 549.1384783\ttotal: 215ms\tremaining: 344ms\n",
      "50:\tlearn: 545.5974101\ttotal: 219ms\tremaining: 340ms\n",
      "51:\tlearn: 544.0133350\ttotal: 223ms\tremaining: 334ms\n",
      "52:\tlearn: 542.4366575\ttotal: 226ms\tremaining: 328ms\n",
      "53:\tlearn: 539.3730945\ttotal: 229ms\tremaining: 323ms\n",
      "54:\tlearn: 534.2914531\ttotal: 233ms\tremaining: 318ms\n",
      "55:\tlearn: 529.4201367\ttotal: 237ms\tremaining: 313ms\n",
      "56:\tlearn: 528.4747041\ttotal: 240ms\tremaining: 308ms\n",
      "57:\tlearn: 526.5569246\ttotal: 244ms\tremaining: 302ms\n",
      "58:\tlearn: 525.2844706\ttotal: 248ms\tremaining: 298ms\n",
      "59:\tlearn: 523.5684351\ttotal: 253ms\tremaining: 295ms\n",
      "60:\tlearn: 521.1683985\ttotal: 260ms\tremaining: 294ms\n",
      "61:\tlearn: 518.1313673\ttotal: 269ms\tremaining: 295ms\n",
      "62:\tlearn: 517.6953935\ttotal: 273ms\tremaining: 290ms\n",
      "63:\tlearn: 515.5907563\ttotal: 278ms\tremaining: 287ms\n",
      "64:\tlearn: 510.0030650\ttotal: 284ms\tremaining: 284ms\n",
      "65:\tlearn: 508.4124100\ttotal: 290ms\tremaining: 281ms\n",
      "66:\tlearn: 507.9105625\ttotal: 295ms\tremaining: 277ms\n",
      "67:\tlearn: 505.9555528\ttotal: 302ms\tremaining: 275ms\n",
      "68:\tlearn: 504.5878522\ttotal: 306ms\tremaining: 271ms\n",
      "69:\tlearn: 503.0463922\ttotal: 311ms\tremaining: 266ms\n",
      "70:\tlearn: 501.3794842\ttotal: 315ms\tremaining: 262ms\n",
      "71:\tlearn: 500.4101841\ttotal: 320ms\tremaining: 258ms\n",
      "72:\tlearn: 498.3432209\ttotal: 325ms\tremaining: 254ms\n",
      "73:\tlearn: 494.4395802\ttotal: 329ms\tremaining: 249ms\n",
      "74:\tlearn: 493.5497009\ttotal: 337ms\tremaining: 247ms\n",
      "75:\tlearn: 492.9671794\ttotal: 341ms\tremaining: 242ms\n",
      "76:\tlearn: 492.3768093\ttotal: 344ms\tremaining: 237ms\n",
      "77:\tlearn: 491.6101736\ttotal: 349ms\tremaining: 233ms\n",
      "78:\tlearn: 490.2322690\ttotal: 355ms\tremaining: 229ms\n",
      "79:\tlearn: 486.8819495\ttotal: 359ms\tremaining: 225ms\n",
      "80:\tlearn: 483.4170609\ttotal: 367ms\tremaining: 222ms\n",
      "81:\tlearn: 479.6339781\ttotal: 372ms\tremaining: 218ms\n",
      "82:\tlearn: 476.4211420\ttotal: 378ms\tremaining: 214ms\n",
      "83:\tlearn: 474.2182299\ttotal: 382ms\tremaining: 209ms\n",
      "84:\tlearn: 473.7026588\ttotal: 386ms\tremaining: 204ms\n",
      "85:\tlearn: 472.2466826\ttotal: 391ms\tremaining: 200ms\n",
      "86:\tlearn: 469.6716478\ttotal: 395ms\tremaining: 195ms\n",
      "87:\tlearn: 468.4116907\ttotal: 400ms\tremaining: 191ms\n",
      "88:\tlearn: 468.0874494\ttotal: 404ms\tremaining: 186ms\n",
      "89:\tlearn: 467.4062978\ttotal: 407ms\tremaining: 181ms\n",
      "90:\tlearn: 465.9845948\ttotal: 411ms\tremaining: 176ms\n",
      "91:\tlearn: 465.8727820\ttotal: 415ms\tremaining: 171ms\n",
      "92:\tlearn: 465.2076102\ttotal: 420ms\tremaining: 167ms\n",
      "93:\tlearn: 464.0242381\ttotal: 424ms\tremaining: 162ms\n",
      "94:\tlearn: 463.2030777\ttotal: 427ms\tremaining: 157ms\n",
      "95:\tlearn: 462.7762398\ttotal: 430ms\tremaining: 152ms\n",
      "96:\tlearn: 462.2608216\ttotal: 434ms\tremaining: 148ms\n",
      "97:\tlearn: 461.6392207\ttotal: 437ms\tremaining: 143ms\n",
      "98:\tlearn: 460.2319580\ttotal: 440ms\tremaining: 138ms\n",
      "99:\tlearn: 459.2250015\ttotal: 444ms\tremaining: 133ms\n",
      "100:\tlearn: 456.4138033\ttotal: 447ms\tremaining: 128ms\n",
      "101:\tlearn: 455.8861897\ttotal: 451ms\tremaining: 124ms\n",
      "102:\tlearn: 455.2056335\ttotal: 454ms\tremaining: 119ms\n",
      "103:\tlearn: 453.6694578\ttotal: 458ms\tremaining: 114ms\n",
      "104:\tlearn: 453.2328257\ttotal: 461ms\tremaining: 110ms\n",
      "105:\tlearn: 451.9038201\ttotal: 464ms\tremaining: 105ms\n",
      "106:\tlearn: 451.5933595\ttotal: 467ms\tremaining: 100ms\n",
      "107:\tlearn: 450.1321806\ttotal: 471ms\tremaining: 95.9ms\n",
      "108:\tlearn: 449.6979664\ttotal: 475ms\tremaining: 91.4ms\n",
      "109:\tlearn: 448.7057153\ttotal: 478ms\tremaining: 86.9ms\n",
      "110:\tlearn: 448.5273142\ttotal: 481ms\tremaining: 82.3ms\n",
      "111:\tlearn: 445.6846751\ttotal: 484ms\tremaining: 77.8ms\n",
      "112:\tlearn: 445.0940480\ttotal: 488ms\tremaining: 73.4ms\n",
      "113:\tlearn: 444.3922072\ttotal: 491ms\tremaining: 68.9ms\n",
      "114:\tlearn: 443.0270083\ttotal: 495ms\tremaining: 64.5ms\n",
      "115:\tlearn: 441.8644157\ttotal: 498ms\tremaining: 60.1ms\n",
      "116:\tlearn: 441.1784085\ttotal: 501ms\tremaining: 55.7ms\n",
      "117:\tlearn: 440.8178689\ttotal: 505ms\tremaining: 51.4ms\n",
      "118:\tlearn: 440.2153517\ttotal: 508ms\tremaining: 47ms\n",
      "119:\tlearn: 439.4694180\ttotal: 512ms\tremaining: 42.6ms\n",
      "120:\tlearn: 439.2090064\ttotal: 517ms\tremaining: 38.5ms\n",
      "121:\tlearn: 438.4618430\ttotal: 522ms\tremaining: 34.2ms\n",
      "122:\tlearn: 438.3419594\ttotal: 526ms\tremaining: 29.9ms\n",
      "123:\tlearn: 437.5387752\ttotal: 532ms\tremaining: 25.7ms\n",
      "124:\tlearn: 437.0968580\ttotal: 538ms\tremaining: 21.5ms\n",
      "125:\tlearn: 436.1830218\ttotal: 543ms\tremaining: 17.2ms\n",
      "126:\tlearn: 435.4192653\ttotal: 549ms\tremaining: 13ms\n",
      "127:\tlearn: 434.3970963\ttotal: 553ms\tremaining: 8.64ms\n",
      "128:\tlearn: 431.5775669\ttotal: 557ms\tremaining: 4.32ms\n",
      "129:\tlearn: 431.4461374\ttotal: 560ms\tremaining: 0us\n",
      "0:\tlearn: 1014.4687735\ttotal: 11.7ms\tremaining: 1.51s\n",
      "1:\tlearn: 868.1575453\ttotal: 22.9ms\tremaining: 1.47s\n",
      "2:\tlearn: 789.0529443\ttotal: 27.8ms\tremaining: 1.18s\n",
      "3:\tlearn: 756.6871399\ttotal: 32.6ms\tremaining: 1.03s\n",
      "4:\tlearn: 745.1503479\ttotal: 38ms\tremaining: 949ms\n",
      "5:\tlearn: 732.1714790\ttotal: 42.9ms\tremaining: 886ms\n",
      "6:\tlearn: 719.5860735\ttotal: 47.7ms\tremaining: 839ms\n",
      "7:\tlearn: 712.2690778\ttotal: 52.1ms\tremaining: 795ms\n",
      "8:\tlearn: 697.3202305\ttotal: 55.7ms\tremaining: 748ms\n",
      "9:\tlearn: 693.9146945\ttotal: 59.4ms\tremaining: 712ms\n",
      "10:\tlearn: 689.0994455\ttotal: 62.9ms\tremaining: 681ms\n",
      "11:\tlearn: 683.5068134\ttotal: 66.8ms\tremaining: 657ms\n",
      "12:\tlearn: 681.4340188\ttotal: 70.7ms\tremaining: 636ms\n",
      "13:\tlearn: 678.7617127\ttotal: 74.4ms\tremaining: 616ms\n",
      "14:\tlearn: 672.9082350\ttotal: 78.2ms\tremaining: 599ms\n",
      "15:\tlearn: 663.6239416\ttotal: 81.8ms\tremaining: 583ms\n",
      "16:\tlearn: 658.7139535\ttotal: 85.9ms\tremaining: 571ms\n",
      "17:\tlearn: 654.6035373\ttotal: 89.5ms\tremaining: 557ms\n",
      "18:\tlearn: 651.7750089\ttotal: 93.1ms\tremaining: 544ms\n",
      "19:\tlearn: 643.2729524\ttotal: 96.8ms\tremaining: 532ms\n",
      "20:\tlearn: 639.2609156\ttotal: 101ms\tremaining: 523ms\n",
      "21:\tlearn: 637.5057257\ttotal: 104ms\tremaining: 511ms\n",
      "22:\tlearn: 634.9386194\ttotal: 107ms\tremaining: 500ms\n",
      "23:\tlearn: 632.6190004\ttotal: 111ms\tremaining: 489ms\n",
      "24:\tlearn: 628.4595178\ttotal: 114ms\tremaining: 479ms\n",
      "25:\tlearn: 618.9701262\ttotal: 117ms\tremaining: 470ms\n",
      "26:\tlearn: 616.3149723\ttotal: 121ms\tremaining: 461ms\n",
      "27:\tlearn: 612.0144681\ttotal: 124ms\tremaining: 453ms\n",
      "28:\tlearn: 606.9265233\ttotal: 128ms\tremaining: 445ms\n",
      "29:\tlearn: 605.1330157\ttotal: 131ms\tremaining: 438ms\n",
      "30:\tlearn: 602.1659311\ttotal: 135ms\tremaining: 430ms\n",
      "31:\tlearn: 600.7509546\ttotal: 138ms\tremaining: 423ms\n",
      "32:\tlearn: 600.3158660\ttotal: 141ms\tremaining: 415ms\n",
      "33:\tlearn: 597.5295730\ttotal: 145ms\tremaining: 409ms\n",
      "34:\tlearn: 595.8103619\ttotal: 148ms\tremaining: 403ms\n",
      "35:\tlearn: 590.7820173\ttotal: 152ms\tremaining: 397ms\n",
      "36:\tlearn: 589.8696400\ttotal: 155ms\tremaining: 390ms\n",
      "37:\tlearn: 586.8971524\ttotal: 159ms\tremaining: 384ms\n",
      "38:\tlearn: 586.3165543\ttotal: 162ms\tremaining: 378ms\n",
      "39:\tlearn: 581.6035604\ttotal: 169ms\tremaining: 380ms\n",
      "40:\tlearn: 579.0406808\ttotal: 172ms\tremaining: 374ms\n",
      "41:\tlearn: 576.9061147\ttotal: 176ms\tremaining: 369ms\n",
      "42:\tlearn: 574.1138529\ttotal: 180ms\tremaining: 363ms\n",
      "43:\tlearn: 572.4444225\ttotal: 183ms\tremaining: 358ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "44:\tlearn: 570.3457513\ttotal: 188ms\tremaining: 354ms\n",
      "45:\tlearn: 567.0706040\ttotal: 193ms\tremaining: 352ms\n",
      "46:\tlearn: 559.2120554\ttotal: 197ms\tremaining: 349ms\n",
      "47:\tlearn: 556.6120471\ttotal: 202ms\tremaining: 345ms\n",
      "48:\tlearn: 555.3476927\ttotal: 207ms\tremaining: 342ms\n",
      "49:\tlearn: 554.2804283\ttotal: 213ms\tremaining: 341ms\n",
      "50:\tlearn: 553.1055479\ttotal: 219ms\tremaining: 340ms\n",
      "51:\tlearn: 551.7867637\ttotal: 223ms\tremaining: 335ms\n",
      "52:\tlearn: 548.7243960\ttotal: 226ms\tremaining: 329ms\n",
      "53:\tlearn: 547.0936440\ttotal: 230ms\tremaining: 324ms\n",
      "54:\tlearn: 546.2274430\ttotal: 233ms\tremaining: 318ms\n",
      "55:\tlearn: 544.1704107\ttotal: 237ms\tremaining: 313ms\n",
      "56:\tlearn: 543.3663986\ttotal: 240ms\tremaining: 307ms\n",
      "57:\tlearn: 540.5702820\ttotal: 244ms\tremaining: 302ms\n",
      "58:\tlearn: 538.6657103\ttotal: 247ms\tremaining: 297ms\n",
      "59:\tlearn: 536.0860324\ttotal: 251ms\tremaining: 293ms\n",
      "60:\tlearn: 533.3035798\ttotal: 254ms\tremaining: 287ms\n",
      "61:\tlearn: 530.7697036\ttotal: 258ms\tremaining: 282ms\n",
      "62:\tlearn: 528.2563074\ttotal: 261ms\tremaining: 278ms\n",
      "63:\tlearn: 528.1709395\ttotal: 265ms\tremaining: 273ms\n",
      "64:\tlearn: 527.4569366\ttotal: 268ms\tremaining: 268ms\n",
      "65:\tlearn: 526.0578489\ttotal: 272ms\tremaining: 263ms\n",
      "66:\tlearn: 523.1969931\ttotal: 275ms\tremaining: 259ms\n",
      "67:\tlearn: 522.3409666\ttotal: 279ms\tremaining: 254ms\n",
      "68:\tlearn: 522.1916250\ttotal: 282ms\tremaining: 249ms\n",
      "69:\tlearn: 520.1765130\ttotal: 286ms\tremaining: 245ms\n",
      "70:\tlearn: 519.8912250\ttotal: 289ms\tremaining: 240ms\n",
      "71:\tlearn: 517.5121442\ttotal: 292ms\tremaining: 236ms\n",
      "72:\tlearn: 515.8285022\ttotal: 296ms\tremaining: 231ms\n",
      "73:\tlearn: 514.9145901\ttotal: 299ms\tremaining: 227ms\n",
      "74:\tlearn: 514.2233148\ttotal: 303ms\tremaining: 222ms\n",
      "75:\tlearn: 511.8270683\ttotal: 307ms\tremaining: 218ms\n",
      "76:\tlearn: 511.0002189\ttotal: 310ms\tremaining: 214ms\n",
      "77:\tlearn: 510.4119102\ttotal: 314ms\tremaining: 209ms\n",
      "78:\tlearn: 508.9299272\ttotal: 317ms\tremaining: 205ms\n",
      "79:\tlearn: 508.2419546\ttotal: 321ms\tremaining: 200ms\n",
      "80:\tlearn: 507.2939888\ttotal: 325ms\tremaining: 196ms\n",
      "81:\tlearn: 506.0979066\ttotal: 328ms\tremaining: 192ms\n",
      "82:\tlearn: 505.4263700\ttotal: 332ms\tremaining: 188ms\n",
      "83:\tlearn: 505.1289015\ttotal: 335ms\tremaining: 183ms\n",
      "84:\tlearn: 504.0870780\ttotal: 339ms\tremaining: 179ms\n",
      "85:\tlearn: 502.4885369\ttotal: 342ms\tremaining: 175ms\n",
      "86:\tlearn: 500.9405357\ttotal: 346ms\tremaining: 171ms\n",
      "87:\tlearn: 500.3562425\ttotal: 349ms\tremaining: 167ms\n",
      "88:\tlearn: 498.7120171\ttotal: 354ms\tremaining: 163ms\n",
      "89:\tlearn: 497.7210650\ttotal: 359ms\tremaining: 160ms\n",
      "90:\tlearn: 495.3393895\ttotal: 368ms\tremaining: 158ms\n",
      "91:\tlearn: 493.2732186\ttotal: 373ms\tremaining: 154ms\n",
      "92:\tlearn: 492.1835023\ttotal: 378ms\tremaining: 150ms\n",
      "93:\tlearn: 489.5917906\ttotal: 381ms\tremaining: 146ms\n",
      "94:\tlearn: 488.0484053\ttotal: 386ms\tremaining: 142ms\n",
      "95:\tlearn: 485.8335833\ttotal: 389ms\tremaining: 138ms\n",
      "96:\tlearn: 482.7073231\ttotal: 393ms\tremaining: 134ms\n",
      "97:\tlearn: 482.4650916\ttotal: 396ms\tremaining: 129ms\n",
      "98:\tlearn: 481.4113158\ttotal: 400ms\tremaining: 125ms\n",
      "99:\tlearn: 478.3095160\ttotal: 404ms\tremaining: 121ms\n",
      "100:\tlearn: 477.9546514\ttotal: 407ms\tremaining: 117ms\n",
      "101:\tlearn: 477.3284458\ttotal: 411ms\tremaining: 113ms\n",
      "102:\tlearn: 475.5972104\ttotal: 414ms\tremaining: 109ms\n",
      "103:\tlearn: 473.5202823\ttotal: 418ms\tremaining: 104ms\n",
      "104:\tlearn: 472.5230648\ttotal: 421ms\tremaining: 100ms\n",
      "105:\tlearn: 470.9652632\ttotal: 425ms\tremaining: 96.2ms\n",
      "106:\tlearn: 467.6491200\ttotal: 429ms\tremaining: 92.2ms\n",
      "107:\tlearn: 467.1303118\ttotal: 432ms\tremaining: 88.1ms\n",
      "108:\tlearn: 466.8969894\ttotal: 436ms\tremaining: 83.9ms\n",
      "109:\tlearn: 466.6701520\ttotal: 439ms\tremaining: 79.8ms\n",
      "110:\tlearn: 466.3829713\ttotal: 444ms\tremaining: 76.1ms\n",
      "111:\tlearn: 464.7900694\ttotal: 448ms\tremaining: 72ms\n",
      "112:\tlearn: 464.5818385\ttotal: 451ms\tremaining: 67.9ms\n",
      "113:\tlearn: 464.4267986\ttotal: 455ms\tremaining: 63.8ms\n",
      "114:\tlearn: 462.7541326\ttotal: 459ms\tremaining: 59.8ms\n",
      "115:\tlearn: 462.4480557\ttotal: 462ms\tremaining: 55.8ms\n",
      "116:\tlearn: 460.9573768\ttotal: 466ms\tremaining: 51.7ms\n",
      "117:\tlearn: 460.7132302\ttotal: 469ms\tremaining: 47.7ms\n",
      "118:\tlearn: 459.7433271\ttotal: 472ms\tremaining: 43.7ms\n",
      "119:\tlearn: 457.6944975\ttotal: 476ms\tremaining: 39.7ms\n",
      "120:\tlearn: 456.1362857\ttotal: 480ms\tremaining: 35.7ms\n",
      "121:\tlearn: 455.2592639\ttotal: 483ms\tremaining: 31.7ms\n",
      "122:\tlearn: 454.8420438\ttotal: 486ms\tremaining: 27.7ms\n",
      "123:\tlearn: 452.7586207\ttotal: 490ms\tremaining: 23.7ms\n",
      "124:\tlearn: 452.2903011\ttotal: 494ms\tremaining: 19.8ms\n",
      "125:\tlearn: 451.4347783\ttotal: 497ms\tremaining: 15.8ms\n",
      "126:\tlearn: 451.3045460\ttotal: 501ms\tremaining: 11.8ms\n",
      "127:\tlearn: 451.1231077\ttotal: 504ms\tremaining: 7.88ms\n",
      "128:\tlearn: 447.7786297\ttotal: 508ms\tremaining: 3.94ms\n",
      "129:\tlearn: 443.1757069\ttotal: 511ms\tremaining: 0us\n",
      "0:\tlearn: 1005.2809058\ttotal: 10.3ms\tremaining: 1.33s\n",
      "1:\tlearn: 855.6693653\ttotal: 17.5ms\tremaining: 1.12s\n",
      "2:\tlearn: 790.6414879\ttotal: 24.3ms\tremaining: 1.03s\n",
      "3:\tlearn: 764.4880873\ttotal: 31.2ms\tremaining: 982ms\n",
      "4:\tlearn: 739.5859145\ttotal: 37.1ms\tremaining: 927ms\n",
      "5:\tlearn: 731.0236322\ttotal: 40.9ms\tremaining: 844ms\n",
      "6:\tlearn: 709.1028417\ttotal: 44.7ms\tremaining: 786ms\n",
      "7:\tlearn: 705.1060530\ttotal: 49ms\tremaining: 748ms\n",
      "8:\tlearn: 700.4271888\ttotal: 52.6ms\tremaining: 707ms\n",
      "9:\tlearn: 694.4628113\ttotal: 56.4ms\tremaining: 676ms\n",
      "10:\tlearn: 685.8845691\ttotal: 60.1ms\tremaining: 650ms\n",
      "11:\tlearn: 674.2982794\ttotal: 64.3ms\tremaining: 632ms\n",
      "12:\tlearn: 667.1994072\ttotal: 67.9ms\tremaining: 611ms\n",
      "13:\tlearn: 666.1045880\ttotal: 70.1ms\tremaining: 581ms\n",
      "14:\tlearn: 660.4287636\ttotal: 73.6ms\tremaining: 564ms\n",
      "15:\tlearn: 656.3091129\ttotal: 77.3ms\tremaining: 550ms\n",
      "16:\tlearn: 654.2737523\ttotal: 81.1ms\tremaining: 539ms\n",
      "17:\tlearn: 649.4256918\ttotal: 84.7ms\tremaining: 527ms\n",
      "18:\tlearn: 648.8075059\ttotal: 88.3ms\tremaining: 516ms\n",
      "19:\tlearn: 642.3477713\ttotal: 92ms\tremaining: 506ms\n",
      "20:\tlearn: 640.6788908\ttotal: 96.1ms\tremaining: 499ms\n",
      "21:\tlearn: 639.9442219\ttotal: 99.6ms\tremaining: 489ms\n",
      "22:\tlearn: 629.6003848\ttotal: 103ms\tremaining: 481ms\n",
      "23:\tlearn: 625.2227669\ttotal: 107ms\tremaining: 473ms\n",
      "24:\tlearn: 624.3741954\ttotal: 111ms\tremaining: 467ms\n",
      "25:\tlearn: 617.8291862\ttotal: 114ms\tremaining: 458ms\n",
      "26:\tlearn: 616.4504104\ttotal: 118ms\tremaining: 449ms\n",
      "27:\tlearn: 613.7412809\ttotal: 121ms\tremaining: 442ms\n",
      "28:\tlearn: 608.1318419\ttotal: 125ms\tremaining: 435ms\n",
      "29:\tlearn: 604.4405074\ttotal: 129ms\tremaining: 429ms\n",
      "30:\tlearn: 599.3888215\ttotal: 132ms\tremaining: 422ms\n",
      "31:\tlearn: 594.1551252\ttotal: 135ms\tremaining: 415ms\n",
      "32:\tlearn: 587.3004075\ttotal: 140ms\tremaining: 410ms\n",
      "33:\tlearn: 584.1654212\ttotal: 143ms\tremaining: 404ms\n",
      "34:\tlearn: 579.8840259\ttotal: 146ms\tremaining: 397ms\n",
      "35:\tlearn: 578.0417706\ttotal: 150ms\tremaining: 390ms\n",
      "36:\tlearn: 576.4564798\ttotal: 153ms\tremaining: 384ms\n",
      "37:\tlearn: 571.6374250\ttotal: 157ms\tremaining: 379ms\n",
      "38:\tlearn: 568.9709482\ttotal: 161ms\tremaining: 377ms\n",
      "39:\tlearn: 566.8986040\ttotal: 166ms\tremaining: 374ms\n",
      "40:\tlearn: 563.9047726\ttotal: 172ms\tremaining: 373ms\n",
      "41:\tlearn: 557.2616074\ttotal: 177ms\tremaining: 370ms\n",
      "42:\tlearn: 555.1694644\ttotal: 185ms\tremaining: 374ms\n",
      "43:\tlearn: 553.6810431\ttotal: 189ms\tremaining: 370ms\n",
      "44:\tlearn: 551.1219155\ttotal: 201ms\tremaining: 381ms\n",
      "45:\tlearn: 550.6083352\ttotal: 207ms\tremaining: 377ms\n",
      "46:\tlearn: 547.5018293\ttotal: 211ms\tremaining: 372ms\n",
      "47:\tlearn: 544.9121968\ttotal: 215ms\tremaining: 368ms\n",
      "48:\tlearn: 543.3280875\ttotal: 219ms\tremaining: 361ms\n",
      "49:\tlearn: 539.9629053\ttotal: 222ms\tremaining: 355ms\n",
      "50:\tlearn: 538.6480028\ttotal: 225ms\tremaining: 349ms\n",
      "51:\tlearn: 535.4452484\ttotal: 229ms\tremaining: 343ms\n",
      "52:\tlearn: 532.8240153\ttotal: 233ms\tremaining: 338ms\n",
      "53:\tlearn: 530.3064035\ttotal: 236ms\tremaining: 332ms\n",
      "54:\tlearn: 529.3388300\ttotal: 239ms\tremaining: 326ms\n",
      "55:\tlearn: 529.0398442\ttotal: 243ms\tremaining: 321ms\n",
      "56:\tlearn: 527.7704685\ttotal: 246ms\tremaining: 316ms\n",
      "57:\tlearn: 523.3034311\ttotal: 250ms\tremaining: 310ms\n",
      "58:\tlearn: 520.3118752\ttotal: 253ms\tremaining: 305ms\n",
      "59:\tlearn: 518.9488241\ttotal: 257ms\tremaining: 299ms\n",
      "60:\tlearn: 517.8929231\ttotal: 260ms\tremaining: 294ms\n",
      "61:\tlearn: 514.8254986\ttotal: 264ms\tremaining: 289ms\n",
      "62:\tlearn: 512.9308924\ttotal: 267ms\tremaining: 284ms\n",
      "63:\tlearn: 511.7532182\ttotal: 270ms\tremaining: 279ms\n",
      "64:\tlearn: 509.3306972\ttotal: 274ms\tremaining: 274ms\n",
      "65:\tlearn: 508.8920043\ttotal: 277ms\tremaining: 269ms\n",
      "66:\tlearn: 508.0385694\ttotal: 280ms\tremaining: 264ms\n",
      "67:\tlearn: 507.7356581\ttotal: 284ms\tremaining: 259ms\n",
      "68:\tlearn: 506.6835514\ttotal: 287ms\tremaining: 254ms\n",
      "69:\tlearn: 506.0860500\ttotal: 291ms\tremaining: 249ms\n",
      "70:\tlearn: 504.2609001\ttotal: 294ms\tremaining: 245ms\n",
      "71:\tlearn: 503.4488424\ttotal: 298ms\tremaining: 240ms\n",
      "72:\tlearn: 502.8601156\ttotal: 301ms\tremaining: 235ms\n",
      "73:\tlearn: 500.9478690\ttotal: 305ms\tremaining: 231ms\n",
      "74:\tlearn: 499.0933976\ttotal: 308ms\tremaining: 226ms\n",
      "75:\tlearn: 498.9350835\ttotal: 312ms\tremaining: 221ms\n",
      "76:\tlearn: 496.3047311\ttotal: 315ms\tremaining: 217ms\n",
      "77:\tlearn: 495.6544144\ttotal: 318ms\tremaining: 212ms\n",
      "78:\tlearn: 495.3699691\ttotal: 322ms\tremaining: 208ms\n",
      "79:\tlearn: 495.2693166\ttotal: 325ms\tremaining: 203ms\n",
      "80:\tlearn: 494.2629579\ttotal: 328ms\tremaining: 199ms\n",
      "81:\tlearn: 493.7285274\ttotal: 332ms\tremaining: 194ms\n",
      "82:\tlearn: 491.2822070\ttotal: 336ms\tremaining: 190ms\n",
      "83:\tlearn: 488.6573915\ttotal: 339ms\tremaining: 186ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "84:\tlearn: 487.9399267\ttotal: 344ms\tremaining: 182ms\n",
      "85:\tlearn: 486.7530787\ttotal: 349ms\tremaining: 179ms\n",
      "86:\tlearn: 486.0085841\ttotal: 353ms\tremaining: 175ms\n",
      "87:\tlearn: 485.2792585\ttotal: 358ms\tremaining: 171ms\n",
      "88:\tlearn: 484.4547459\ttotal: 364ms\tremaining: 168ms\n",
      "89:\tlearn: 484.3114009\ttotal: 368ms\tremaining: 164ms\n",
      "90:\tlearn: 482.4539488\ttotal: 372ms\tremaining: 160ms\n",
      "91:\tlearn: 482.3044214\ttotal: 378ms\tremaining: 156ms\n",
      "92:\tlearn: 481.5872955\ttotal: 381ms\tremaining: 152ms\n",
      "93:\tlearn: 480.7490344\ttotal: 384ms\tremaining: 147ms\n",
      "94:\tlearn: 478.9739722\ttotal: 388ms\tremaining: 143ms\n",
      "95:\tlearn: 475.3605265\ttotal: 391ms\tremaining: 139ms\n",
      "96:\tlearn: 474.9720244\ttotal: 395ms\tremaining: 134ms\n",
      "97:\tlearn: 474.2166971\ttotal: 398ms\tremaining: 130ms\n",
      "98:\tlearn: 474.1084385\ttotal: 402ms\tremaining: 126ms\n",
      "99:\tlearn: 473.1649574\ttotal: 405ms\tremaining: 122ms\n",
      "100:\tlearn: 472.3096549\ttotal: 409ms\tremaining: 117ms\n",
      "101:\tlearn: 471.5587960\ttotal: 412ms\tremaining: 113ms\n",
      "102:\tlearn: 471.3771036\ttotal: 416ms\tremaining: 109ms\n",
      "103:\tlearn: 470.7927789\ttotal: 419ms\tremaining: 105ms\n",
      "104:\tlearn: 469.1200060\ttotal: 423ms\tremaining: 101ms\n",
      "105:\tlearn: 468.6421406\ttotal: 426ms\tremaining: 96.5ms\n",
      "106:\tlearn: 467.5926616\ttotal: 430ms\tremaining: 92.4ms\n",
      "107:\tlearn: 467.1454180\ttotal: 433ms\tremaining: 88.2ms\n",
      "108:\tlearn: 464.6981544\ttotal: 437ms\tremaining: 84.1ms\n",
      "109:\tlearn: 463.7303389\ttotal: 440ms\tremaining: 80ms\n",
      "110:\tlearn: 463.2419197\ttotal: 444ms\tremaining: 75.9ms\n",
      "111:\tlearn: 461.9932217\ttotal: 447ms\tremaining: 71.8ms\n",
      "112:\tlearn: 461.6912660\ttotal: 450ms\tremaining: 67.7ms\n",
      "113:\tlearn: 460.8447088\ttotal: 454ms\tremaining: 63.7ms\n",
      "114:\tlearn: 458.0859552\ttotal: 457ms\tremaining: 59.7ms\n",
      "115:\tlearn: 457.1602365\ttotal: 461ms\tremaining: 55.6ms\n",
      "116:\tlearn: 456.8667485\ttotal: 464ms\tremaining: 51.6ms\n",
      "117:\tlearn: 455.4055734\ttotal: 468ms\tremaining: 47.6ms\n",
      "118:\tlearn: 453.2054898\ttotal: 472ms\tremaining: 43.6ms\n",
      "119:\tlearn: 452.9172106\ttotal: 475ms\tremaining: 39.6ms\n",
      "120:\tlearn: 452.2772662\ttotal: 478ms\tremaining: 35.6ms\n",
      "121:\tlearn: 451.7849371\ttotal: 482ms\tremaining: 31.6ms\n",
      "122:\tlearn: 451.7077335\ttotal: 485ms\tremaining: 27.6ms\n",
      "123:\tlearn: 450.5513463\ttotal: 489ms\tremaining: 23.6ms\n",
      "124:\tlearn: 450.3035087\ttotal: 492ms\tremaining: 19.7ms\n",
      "125:\tlearn: 449.5461377\ttotal: 495ms\tremaining: 15.7ms\n",
      "126:\tlearn: 448.7677233\ttotal: 499ms\tremaining: 11.8ms\n",
      "127:\tlearn: 447.5840502\ttotal: 503ms\tremaining: 7.85ms\n",
      "128:\tlearn: 447.3692790\ttotal: 506ms\tremaining: 3.92ms\n",
      "129:\tlearn: 446.7056929\ttotal: 512ms\tremaining: 0us\n",
      "0:\tlearn: 1031.9324733\ttotal: 5.32ms\tremaining: 1.06s\n",
      "1:\tlearn: 865.1807086\ttotal: 14.5ms\tremaining: 1.43s\n",
      "2:\tlearn: 819.3170263\ttotal: 22.6ms\tremaining: 1.48s\n",
      "3:\tlearn: 778.8267713\ttotal: 31.4ms\tremaining: 1.54s\n",
      "4:\tlearn: 754.2866177\ttotal: 37.3ms\tremaining: 1.46s\n",
      "5:\tlearn: 747.8768259\ttotal: 42.8ms\tremaining: 1.38s\n",
      "6:\tlearn: 742.2558825\ttotal: 47.5ms\tremaining: 1.31s\n",
      "7:\tlearn: 734.1832485\ttotal: 51.2ms\tremaining: 1.23s\n",
      "8:\tlearn: 721.8469457\ttotal: 54.9ms\tremaining: 1.17s\n",
      "9:\tlearn: 714.6042407\ttotal: 58.7ms\tremaining: 1.11s\n",
      "10:\tlearn: 707.3843091\ttotal: 63ms\tremaining: 1.08s\n",
      "11:\tlearn: 704.4931716\ttotal: 66.7ms\tremaining: 1.04s\n",
      "12:\tlearn: 695.9514799\ttotal: 70.3ms\tremaining: 1.01s\n",
      "13:\tlearn: 690.9212827\ttotal: 73.8ms\tremaining: 980ms\n",
      "14:\tlearn: 686.2253129\ttotal: 77.8ms\tremaining: 959ms\n",
      "15:\tlearn: 682.1548936\ttotal: 81.2ms\tremaining: 934ms\n",
      "16:\tlearn: 676.5145208\ttotal: 84.5ms\tremaining: 910ms\n",
      "17:\tlearn: 675.2616075\ttotal: 87.9ms\tremaining: 889ms\n",
      "18:\tlearn: 674.2599866\ttotal: 91.3ms\tremaining: 870ms\n",
      "19:\tlearn: 667.4556245\ttotal: 94.6ms\tremaining: 852ms\n",
      "20:\tlearn: 651.6096921\ttotal: 98ms\tremaining: 835ms\n",
      "21:\tlearn: 645.0587257\ttotal: 101ms\tremaining: 821ms\n",
      "22:\tlearn: 639.9373976\ttotal: 105ms\tremaining: 807ms\n",
      "23:\tlearn: 633.5663592\ttotal: 109ms\tremaining: 797ms\n",
      "24:\tlearn: 625.7697058\ttotal: 112ms\tremaining: 783ms\n",
      "25:\tlearn: 622.2942940\ttotal: 115ms\tremaining: 771ms\n",
      "26:\tlearn: 618.4146212\ttotal: 119ms\tremaining: 760ms\n",
      "27:\tlearn: 616.8644793\ttotal: 122ms\tremaining: 750ms\n",
      "28:\tlearn: 612.8282513\ttotal: 125ms\tremaining: 740ms\n",
      "29:\tlearn: 607.3528189\ttotal: 129ms\tremaining: 730ms\n",
      "30:\tlearn: 603.4218695\ttotal: 132ms\tremaining: 720ms\n",
      "31:\tlearn: 602.6979638\ttotal: 135ms\tremaining: 710ms\n",
      "32:\tlearn: 597.5235258\ttotal: 139ms\tremaining: 703ms\n",
      "33:\tlearn: 593.3394681\ttotal: 142ms\tremaining: 694ms\n",
      "34:\tlearn: 592.0583576\ttotal: 145ms\tremaining: 686ms\n",
      "35:\tlearn: 584.6852624\ttotal: 149ms\tremaining: 677ms\n",
      "36:\tlearn: 582.4255659\ttotal: 152ms\tremaining: 672ms\n",
      "37:\tlearn: 574.1970071\ttotal: 156ms\tremaining: 664ms\n",
      "38:\tlearn: 571.0679159\ttotal: 159ms\tremaining: 657ms\n",
      "39:\tlearn: 567.7473576\ttotal: 162ms\tremaining: 650ms\n",
      "40:\tlearn: 565.6897338\ttotal: 166ms\tremaining: 643ms\n",
      "41:\tlearn: 563.5661215\ttotal: 169ms\tremaining: 637ms\n",
      "42:\tlearn: 560.8821547\ttotal: 173ms\tremaining: 631ms\n",
      "43:\tlearn: 557.4840729\ttotal: 176ms\tremaining: 624ms\n",
      "44:\tlearn: 553.9477414\ttotal: 179ms\tremaining: 618ms\n",
      "45:\tlearn: 550.3531457\ttotal: 183ms\tremaining: 613ms\n",
      "46:\tlearn: 548.8678778\ttotal: 188ms\tremaining: 611ms\n",
      "47:\tlearn: 548.2768351\ttotal: 193ms\tremaining: 610ms\n",
      "48:\tlearn: 542.2738886\ttotal: 198ms\tremaining: 609ms\n",
      "49:\tlearn: 538.1323842\ttotal: 203ms\tremaining: 608ms\n",
      "50:\tlearn: 537.4663698\ttotal: 207ms\tremaining: 606ms\n",
      "51:\tlearn: 536.8612405\ttotal: 213ms\tremaining: 605ms\n",
      "52:\tlearn: 533.7078339\ttotal: 217ms\tremaining: 601ms\n",
      "53:\tlearn: 533.0883048\ttotal: 220ms\tremaining: 595ms\n",
      "54:\tlearn: 532.3005508\ttotal: 223ms\tremaining: 589ms\n",
      "55:\tlearn: 531.1470999\ttotal: 227ms\tremaining: 584ms\n",
      "56:\tlearn: 527.9989401\ttotal: 231ms\tremaining: 579ms\n",
      "57:\tlearn: 524.9596791\ttotal: 234ms\tremaining: 573ms\n",
      "58:\tlearn: 524.5845324\ttotal: 237ms\tremaining: 567ms\n",
      "59:\tlearn: 523.5728439\ttotal: 241ms\tremaining: 562ms\n",
      "60:\tlearn: 523.3133409\ttotal: 244ms\tremaining: 557ms\n",
      "61:\tlearn: 521.8971553\ttotal: 248ms\tremaining: 551ms\n",
      "62:\tlearn: 521.1205525\ttotal: 251ms\tremaining: 545ms\n",
      "63:\tlearn: 519.6769439\ttotal: 254ms\tremaining: 539ms\n",
      "64:\tlearn: 516.0955791\ttotal: 258ms\tremaining: 535ms\n",
      "65:\tlearn: 515.3577714\ttotal: 261ms\tremaining: 530ms\n",
      "66:\tlearn: 514.4999861\ttotal: 264ms\tremaining: 525ms\n",
      "67:\tlearn: 514.0005907\ttotal: 267ms\tremaining: 519ms\n",
      "68:\tlearn: 511.2576931\ttotal: 271ms\tremaining: 514ms\n",
      "69:\tlearn: 509.3962435\ttotal: 274ms\tremaining: 509ms\n",
      "70:\tlearn: 507.9423396\ttotal: 278ms\tremaining: 504ms\n",
      "71:\tlearn: 505.8160690\ttotal: 281ms\tremaining: 499ms\n",
      "72:\tlearn: 505.0397381\ttotal: 284ms\tremaining: 494ms\n",
      "73:\tlearn: 503.3910949\ttotal: 288ms\tremaining: 490ms\n",
      "74:\tlearn: 501.9725953\ttotal: 291ms\tremaining: 485ms\n",
      "75:\tlearn: 499.3554207\ttotal: 295ms\tremaining: 481ms\n",
      "76:\tlearn: 498.6827458\ttotal: 298ms\tremaining: 476ms\n",
      "77:\tlearn: 497.8941135\ttotal: 302ms\tremaining: 472ms\n",
      "78:\tlearn: 493.1563197\ttotal: 305ms\tremaining: 467ms\n",
      "79:\tlearn: 491.8112386\ttotal: 308ms\tremaining: 463ms\n",
      "80:\tlearn: 490.6846178\ttotal: 312ms\tremaining: 458ms\n",
      "81:\tlearn: 490.5028617\ttotal: 318ms\tremaining: 458ms\n",
      "82:\tlearn: 489.4250582\ttotal: 321ms\tremaining: 453ms\n",
      "83:\tlearn: 484.8447133\ttotal: 325ms\tremaining: 449ms\n",
      "84:\tlearn: 484.4088699\ttotal: 328ms\tremaining: 444ms\n",
      "85:\tlearn: 480.9325164\ttotal: 332ms\tremaining: 440ms\n",
      "86:\tlearn: 478.8219281\ttotal: 335ms\tremaining: 435ms\n",
      "87:\tlearn: 476.9418545\ttotal: 338ms\tremaining: 431ms\n",
      "88:\tlearn: 476.3763838\ttotal: 342ms\tremaining: 426ms\n",
      "89:\tlearn: 475.3553549\ttotal: 345ms\tremaining: 422ms\n",
      "90:\tlearn: 473.8190749\ttotal: 349ms\tremaining: 418ms\n",
      "91:\tlearn: 472.9127606\ttotal: 352ms\tremaining: 413ms\n",
      "92:\tlearn: 471.1747393\ttotal: 357ms\tremaining: 411ms\n",
      "93:\tlearn: 470.4047288\ttotal: 362ms\tremaining: 408ms\n",
      "94:\tlearn: 469.3303395\ttotal: 368ms\tremaining: 407ms\n",
      "95:\tlearn: 466.6932087\ttotal: 373ms\tremaining: 404ms\n",
      "96:\tlearn: 461.4843533\ttotal: 378ms\tremaining: 402ms\n",
      "97:\tlearn: 458.9577619\ttotal: 383ms\tremaining: 398ms\n",
      "98:\tlearn: 457.6230746\ttotal: 388ms\tremaining: 396ms\n",
      "99:\tlearn: 456.5383078\ttotal: 391ms\tremaining: 391ms\n",
      "100:\tlearn: 455.3831600\ttotal: 395ms\tremaining: 387ms\n",
      "101:\tlearn: 455.0429721\ttotal: 399ms\tremaining: 383ms\n",
      "102:\tlearn: 453.9668143\ttotal: 402ms\tremaining: 378ms\n",
      "103:\tlearn: 453.6248222\ttotal: 405ms\tremaining: 374ms\n",
      "104:\tlearn: 452.6810744\ttotal: 409ms\tremaining: 370ms\n",
      "105:\tlearn: 451.3638946\ttotal: 412ms\tremaining: 366ms\n",
      "106:\tlearn: 450.4778071\ttotal: 416ms\tremaining: 361ms\n",
      "107:\tlearn: 450.0048727\ttotal: 419ms\tremaining: 357ms\n",
      "108:\tlearn: 449.2814005\ttotal: 423ms\tremaining: 353ms\n",
      "109:\tlearn: 448.4892317\ttotal: 426ms\tremaining: 349ms\n",
      "110:\tlearn: 447.9359765\ttotal: 429ms\tremaining: 344ms\n",
      "111:\tlearn: 447.6800180\ttotal: 432ms\tremaining: 340ms\n",
      "112:\tlearn: 447.2418949\ttotal: 436ms\tremaining: 335ms\n",
      "113:\tlearn: 447.1441325\ttotal: 439ms\tremaining: 331ms\n",
      "114:\tlearn: 447.0122195\ttotal: 443ms\tremaining: 327ms\n",
      "115:\tlearn: 446.7608337\ttotal: 446ms\tremaining: 323ms\n",
      "116:\tlearn: 446.3180431\ttotal: 449ms\tremaining: 318ms\n",
      "117:\tlearn: 445.5315197\ttotal: 453ms\tremaining: 315ms\n",
      "118:\tlearn: 444.7790791\ttotal: 456ms\tremaining: 310ms\n",
      "119:\tlearn: 443.8439763\ttotal: 459ms\tremaining: 306ms\n",
      "120:\tlearn: 443.4843950\ttotal: 463ms\tremaining: 302ms\n",
      "121:\tlearn: 442.9210550\ttotal: 466ms\tremaining: 298ms\n",
      "122:\tlearn: 442.5809162\ttotal: 470ms\tremaining: 294ms\n",
      "123:\tlearn: 441.2578965\ttotal: 473ms\tremaining: 290ms\n",
      "124:\tlearn: 440.0867967\ttotal: 476ms\tremaining: 286ms\n",
      "125:\tlearn: 439.0888795\ttotal: 480ms\tremaining: 282ms\n",
      "126:\tlearn: 438.5286084\ttotal: 483ms\tremaining: 278ms\n",
      "127:\tlearn: 438.3479541\ttotal: 487ms\tremaining: 274ms\n",
      "128:\tlearn: 436.8392123\ttotal: 490ms\tremaining: 270ms\n",
      "129:\tlearn: 436.6276322\ttotal: 494ms\tremaining: 266ms\n",
      "130:\tlearn: 436.6055281\ttotal: 499ms\tremaining: 263ms\n",
      "131:\tlearn: 436.4880279\ttotal: 503ms\tremaining: 259ms\n",
      "132:\tlearn: 436.1348370\ttotal: 508ms\tremaining: 256ms\n",
      "133:\tlearn: 435.9345002\ttotal: 511ms\tremaining: 252ms\n",
      "134:\tlearn: 435.6370655\ttotal: 515ms\tremaining: 248ms\n",
      "135:\tlearn: 434.6950860\ttotal: 518ms\tremaining: 244ms\n",
      "136:\tlearn: 433.1592767\ttotal: 522ms\tremaining: 240ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "137:\tlearn: 432.9909999\ttotal: 527ms\tremaining: 237ms\n",
      "138:\tlearn: 431.1955361\ttotal: 532ms\tremaining: 233ms\n",
      "139:\tlearn: 429.8343801\ttotal: 536ms\tremaining: 230ms\n",
      "140:\tlearn: 428.5280750\ttotal: 541ms\tremaining: 226ms\n",
      "141:\tlearn: 428.1925603\ttotal: 545ms\tremaining: 223ms\n",
      "142:\tlearn: 427.6958687\ttotal: 551ms\tremaining: 220ms\n",
      "143:\tlearn: 427.2636317\ttotal: 555ms\tremaining: 216ms\n",
      "144:\tlearn: 426.1109158\ttotal: 559ms\tremaining: 212ms\n",
      "145:\tlearn: 425.6948813\ttotal: 565ms\tremaining: 209ms\n",
      "146:\tlearn: 425.5808414\ttotal: 568ms\tremaining: 205ms\n",
      "147:\tlearn: 425.1066064\ttotal: 573ms\tremaining: 201ms\n",
      "148:\tlearn: 423.2134036\ttotal: 576ms\tremaining: 197ms\n",
      "149:\tlearn: 422.4046952\ttotal: 579ms\tremaining: 193ms\n",
      "150:\tlearn: 421.6985142\ttotal: 583ms\tremaining: 189ms\n",
      "151:\tlearn: 419.6184852\ttotal: 587ms\tremaining: 185ms\n",
      "152:\tlearn: 418.8743935\ttotal: 590ms\tremaining: 181ms\n",
      "153:\tlearn: 417.9879041\ttotal: 597ms\tremaining: 178ms\n",
      "154:\tlearn: 417.6911187\ttotal: 600ms\tremaining: 174ms\n",
      "155:\tlearn: 417.4058057\ttotal: 604ms\tremaining: 170ms\n",
      "156:\tlearn: 417.1213728\ttotal: 607ms\tremaining: 166ms\n",
      "157:\tlearn: 416.3617175\ttotal: 610ms\tremaining: 162ms\n",
      "158:\tlearn: 415.9356649\ttotal: 613ms\tremaining: 158ms\n",
      "159:\tlearn: 415.3535218\ttotal: 617ms\tremaining: 154ms\n",
      "160:\tlearn: 414.8511959\ttotal: 620ms\tremaining: 150ms\n",
      "161:\tlearn: 414.3767134\ttotal: 623ms\tremaining: 146ms\n",
      "162:\tlearn: 414.1618464\ttotal: 627ms\tremaining: 142ms\n",
      "163:\tlearn: 409.6429836\ttotal: 630ms\tremaining: 138ms\n",
      "164:\tlearn: 408.7659294\ttotal: 634ms\tremaining: 134ms\n",
      "165:\tlearn: 407.6906059\ttotal: 637ms\tremaining: 130ms\n",
      "166:\tlearn: 405.8236483\ttotal: 640ms\tremaining: 127ms\n",
      "167:\tlearn: 405.3110455\ttotal: 644ms\tremaining: 123ms\n",
      "168:\tlearn: 405.0661255\ttotal: 647ms\tremaining: 119ms\n",
      "169:\tlearn: 404.5053478\ttotal: 650ms\tremaining: 115ms\n",
      "170:\tlearn: 403.3311972\ttotal: 654ms\tremaining: 111ms\n",
      "171:\tlearn: 403.0327055\ttotal: 657ms\tremaining: 107ms\n",
      "172:\tlearn: 402.4602785\ttotal: 660ms\tremaining: 103ms\n",
      "173:\tlearn: 401.7728051\ttotal: 664ms\tremaining: 99.2ms\n",
      "174:\tlearn: 401.6256613\ttotal: 667ms\tremaining: 95.3ms\n",
      "175:\tlearn: 401.4978665\ttotal: 670ms\tremaining: 91.4ms\n",
      "176:\tlearn: 400.4145917\ttotal: 674ms\tremaining: 87.6ms\n",
      "177:\tlearn: 400.3120004\ttotal: 678ms\tremaining: 83.7ms\n",
      "178:\tlearn: 399.8090595\ttotal: 681ms\tremaining: 79.9ms\n",
      "179:\tlearn: 398.8700501\ttotal: 684ms\tremaining: 76ms\n",
      "180:\tlearn: 398.2381165\ttotal: 688ms\tremaining: 72.2ms\n",
      "181:\tlearn: 397.2000516\ttotal: 691ms\tremaining: 68.3ms\n",
      "182:\tlearn: 396.9559748\ttotal: 696ms\tremaining: 64.7ms\n",
      "183:\tlearn: 395.5853433\ttotal: 701ms\tremaining: 60.9ms\n",
      "184:\tlearn: 395.4368562\ttotal: 706ms\tremaining: 57.3ms\n",
      "185:\tlearn: 394.9349858\ttotal: 711ms\tremaining: 53.5ms\n",
      "186:\tlearn: 394.9223048\ttotal: 716ms\tremaining: 49.7ms\n",
      "187:\tlearn: 394.7065811\ttotal: 720ms\tremaining: 46ms\n",
      "188:\tlearn: 394.6758004\ttotal: 725ms\tremaining: 42.2ms\n",
      "189:\tlearn: 394.4943959\ttotal: 728ms\tremaining: 38.3ms\n",
      "190:\tlearn: 394.2269726\ttotal: 731ms\tremaining: 34.5ms\n",
      "191:\tlearn: 393.8563050\ttotal: 735ms\tremaining: 30.6ms\n",
      "192:\tlearn: 393.0791817\ttotal: 739ms\tremaining: 26.8ms\n",
      "193:\tlearn: 392.3590282\ttotal: 742ms\tremaining: 22.9ms\n",
      "194:\tlearn: 392.1610880\ttotal: 745ms\tremaining: 19.1ms\n",
      "195:\tlearn: 391.3236040\ttotal: 749ms\tremaining: 15.3ms\n",
      "196:\tlearn: 390.6677906\ttotal: 753ms\tremaining: 11.5ms\n",
      "197:\tlearn: 390.1926560\ttotal: 756ms\tremaining: 7.64ms\n",
      "198:\tlearn: 390.1134518\ttotal: 759ms\tremaining: 3.82ms\n",
      "199:\tlearn: 389.8191352\ttotal: 763ms\tremaining: 0us\n",
      "0:\tlearn: 1036.0007612\ttotal: 5.17ms\tremaining: 1.03s\n",
      "1:\tlearn: 872.7936992\ttotal: 11.4ms\tremaining: 1.13s\n",
      "2:\tlearn: 834.6995058\ttotal: 17.4ms\tremaining: 1.14s\n",
      "3:\tlearn: 797.0798519\ttotal: 23.2ms\tremaining: 1.14s\n",
      "4:\tlearn: 775.2222021\ttotal: 29.2ms\tremaining: 1.14s\n",
      "5:\tlearn: 763.7494954\ttotal: 32.8ms\tremaining: 1.06s\n",
      "6:\tlearn: 755.2293185\ttotal: 36.5ms\tremaining: 1.01s\n",
      "7:\tlearn: 745.5429403\ttotal: 40.1ms\tremaining: 963ms\n",
      "8:\tlearn: 734.1836452\ttotal: 44.2ms\tremaining: 938ms\n",
      "9:\tlearn: 726.6135898\ttotal: 47.9ms\tremaining: 909ms\n",
      "10:\tlearn: 715.4934635\ttotal: 51.5ms\tremaining: 885ms\n",
      "11:\tlearn: 713.2896385\ttotal: 54.3ms\tremaining: 850ms\n",
      "12:\tlearn: 703.1066898\ttotal: 58ms\tremaining: 835ms\n",
      "13:\tlearn: 696.8645440\ttotal: 61.7ms\tremaining: 819ms\n",
      "14:\tlearn: 690.4454846\ttotal: 65.4ms\tremaining: 807ms\n",
      "15:\tlearn: 687.1338750\ttotal: 68.8ms\tremaining: 791ms\n",
      "16:\tlearn: 684.6909512\ttotal: 81ms\tremaining: 872ms\n",
      "17:\tlearn: 669.8794473\ttotal: 84.7ms\tremaining: 856ms\n",
      "18:\tlearn: 663.2638831\ttotal: 88.3ms\tremaining: 841ms\n",
      "19:\tlearn: 659.6608495\ttotal: 92.2ms\tremaining: 829ms\n",
      "20:\tlearn: 653.3682504\ttotal: 95.5ms\tremaining: 814ms\n",
      "21:\tlearn: 648.5961999\ttotal: 98.8ms\tremaining: 799ms\n",
      "22:\tlearn: 642.7071755\ttotal: 102ms\tremaining: 787ms\n",
      "23:\tlearn: 635.3381576\ttotal: 106ms\tremaining: 779ms\n",
      "24:\tlearn: 633.6208129\ttotal: 114ms\tremaining: 799ms\n",
      "25:\tlearn: 631.5595545\ttotal: 117ms\tremaining: 786ms\n",
      "26:\tlearn: 626.4882408\ttotal: 121ms\tremaining: 776ms\n",
      "27:\tlearn: 620.5744931\ttotal: 125ms\tremaining: 765ms\n",
      "28:\tlearn: 617.5116949\ttotal: 128ms\tremaining: 755ms\n",
      "29:\tlearn: 614.9150620\ttotal: 131ms\tremaining: 744ms\n",
      "30:\tlearn: 613.6661677\ttotal: 135ms\tremaining: 733ms\n",
      "31:\tlearn: 609.6899368\ttotal: 138ms\tremaining: 725ms\n",
      "32:\tlearn: 607.5969149\ttotal: 141ms\tremaining: 716ms\n",
      "33:\tlearn: 606.1657622\ttotal: 145ms\tremaining: 707ms\n",
      "34:\tlearn: 603.4262639\ttotal: 148ms\tremaining: 698ms\n",
      "35:\tlearn: 601.2677801\ttotal: 152ms\tremaining: 691ms\n",
      "36:\tlearn: 595.5703028\ttotal: 155ms\tremaining: 683ms\n",
      "37:\tlearn: 593.6185754\ttotal: 158ms\tremaining: 675ms\n",
      "38:\tlearn: 588.4438895\ttotal: 162ms\tremaining: 667ms\n",
      "39:\tlearn: 586.3899971\ttotal: 165ms\tremaining: 660ms\n",
      "40:\tlearn: 583.6572533\ttotal: 169ms\tremaining: 653ms\n",
      "41:\tlearn: 581.8998647\ttotal: 172ms\tremaining: 646ms\n",
      "42:\tlearn: 579.7616710\ttotal: 175ms\tremaining: 639ms\n",
      "43:\tlearn: 578.3894004\ttotal: 178ms\tremaining: 633ms\n",
      "44:\tlearn: 574.7237851\ttotal: 184ms\tremaining: 635ms\n",
      "45:\tlearn: 571.1089747\ttotal: 189ms\tremaining: 633ms\n",
      "46:\tlearn: 568.6737453\ttotal: 194ms\tremaining: 630ms\n",
      "47:\tlearn: 567.5437940\ttotal: 199ms\tremaining: 629ms\n",
      "48:\tlearn: 566.7311451\ttotal: 203ms\tremaining: 626ms\n",
      "49:\tlearn: 565.0377468\ttotal: 207ms\tremaining: 622ms\n",
      "50:\tlearn: 563.6419823\ttotal: 213ms\tremaining: 623ms\n",
      "51:\tlearn: 559.6106285\ttotal: 216ms\tremaining: 616ms\n",
      "52:\tlearn: 556.4460317\ttotal: 220ms\tremaining: 610ms\n",
      "53:\tlearn: 554.2902037\ttotal: 223ms\tremaining: 603ms\n",
      "54:\tlearn: 553.3642489\ttotal: 228ms\tremaining: 600ms\n",
      "55:\tlearn: 550.6948785\ttotal: 231ms\tremaining: 594ms\n",
      "56:\tlearn: 547.8133086\ttotal: 234ms\tremaining: 588ms\n",
      "57:\tlearn: 546.0598900\ttotal: 238ms\tremaining: 582ms\n",
      "58:\tlearn: 543.9510342\ttotal: 241ms\tremaining: 577ms\n",
      "59:\tlearn: 535.3543450\ttotal: 245ms\tremaining: 571ms\n",
      "60:\tlearn: 534.1939247\ttotal: 248ms\tremaining: 565ms\n",
      "61:\tlearn: 529.3861314\ttotal: 251ms\tremaining: 560ms\n",
      "62:\tlearn: 525.0587430\ttotal: 255ms\tremaining: 554ms\n",
      "63:\tlearn: 522.8141056\ttotal: 258ms\tremaining: 549ms\n",
      "64:\tlearn: 522.0766612\ttotal: 261ms\tremaining: 543ms\n",
      "65:\tlearn: 520.5018201\ttotal: 265ms\tremaining: 538ms\n",
      "66:\tlearn: 517.8499156\ttotal: 268ms\tremaining: 532ms\n",
      "67:\tlearn: 514.9727208\ttotal: 272ms\tremaining: 528ms\n",
      "68:\tlearn: 514.5733301\ttotal: 275ms\tremaining: 523ms\n",
      "69:\tlearn: 513.6195814\ttotal: 279ms\tremaining: 517ms\n",
      "70:\tlearn: 512.5593955\ttotal: 282ms\tremaining: 512ms\n",
      "71:\tlearn: 511.8722202\ttotal: 286ms\tremaining: 508ms\n",
      "72:\tlearn: 508.9806516\ttotal: 289ms\tremaining: 503ms\n",
      "73:\tlearn: 506.2240028\ttotal: 293ms\tremaining: 498ms\n",
      "74:\tlearn: 503.6920668\ttotal: 296ms\tremaining: 493ms\n",
      "75:\tlearn: 500.3775819\ttotal: 299ms\tremaining: 488ms\n",
      "76:\tlearn: 498.8720282\ttotal: 303ms\tremaining: 484ms\n",
      "77:\tlearn: 498.6204117\ttotal: 306ms\tremaining: 479ms\n",
      "78:\tlearn: 497.1418957\ttotal: 309ms\tremaining: 474ms\n",
      "79:\tlearn: 496.5224069\ttotal: 313ms\tremaining: 469ms\n",
      "80:\tlearn: 494.8263764\ttotal: 316ms\tremaining: 465ms\n",
      "81:\tlearn: 493.0198934\ttotal: 329ms\tremaining: 473ms\n",
      "82:\tlearn: 492.0928053\ttotal: 333ms\tremaining: 469ms\n",
      "83:\tlearn: 491.9349934\ttotal: 336ms\tremaining: 464ms\n",
      "84:\tlearn: 490.5057654\ttotal: 339ms\tremaining: 459ms\n",
      "85:\tlearn: 489.0361456\ttotal: 343ms\tremaining: 454ms\n",
      "86:\tlearn: 488.3026637\ttotal: 346ms\tremaining: 450ms\n",
      "87:\tlearn: 487.3328274\ttotal: 351ms\tremaining: 447ms\n",
      "88:\tlearn: 486.7838931\ttotal: 356ms\tremaining: 444ms\n",
      "89:\tlearn: 486.1791828\ttotal: 360ms\tremaining: 441ms\n",
      "90:\tlearn: 483.1671949\ttotal: 368ms\tremaining: 441ms\n",
      "91:\tlearn: 482.2065571\ttotal: 373ms\tremaining: 437ms\n",
      "92:\tlearn: 481.9488635\ttotal: 378ms\tremaining: 434ms\n",
      "93:\tlearn: 481.5943438\ttotal: 381ms\tremaining: 430ms\n",
      "94:\tlearn: 479.8740761\ttotal: 386ms\tremaining: 427ms\n",
      "95:\tlearn: 479.4712757\ttotal: 389ms\tremaining: 422ms\n",
      "96:\tlearn: 478.7173402\ttotal: 394ms\tremaining: 418ms\n",
      "97:\tlearn: 478.1392387\ttotal: 397ms\tremaining: 413ms\n",
      "98:\tlearn: 476.6201764\ttotal: 400ms\tremaining: 409ms\n",
      "99:\tlearn: 476.1180409\ttotal: 404ms\tremaining: 404ms\n",
      "100:\tlearn: 475.3331946\ttotal: 408ms\tremaining: 400ms\n",
      "101:\tlearn: 474.6849427\ttotal: 411ms\tremaining: 395ms\n",
      "102:\tlearn: 473.5610317\ttotal: 415ms\tremaining: 391ms\n",
      "103:\tlearn: 473.0568118\ttotal: 418ms\tremaining: 386ms\n",
      "104:\tlearn: 472.1577256\ttotal: 422ms\tremaining: 382ms\n",
      "105:\tlearn: 469.5312090\ttotal: 425ms\tremaining: 377ms\n",
      "106:\tlearn: 469.3111842\ttotal: 428ms\tremaining: 372ms\n",
      "107:\tlearn: 469.1681711\ttotal: 431ms\tremaining: 367ms\n",
      "108:\tlearn: 467.7906713\ttotal: 435ms\tremaining: 363ms\n",
      "109:\tlearn: 467.4572264\ttotal: 439ms\tremaining: 359ms\n",
      "110:\tlearn: 466.7606128\ttotal: 442ms\tremaining: 354ms\n",
      "111:\tlearn: 466.1345801\ttotal: 445ms\tremaining: 350ms\n",
      "112:\tlearn: 463.0534776\ttotal: 449ms\tremaining: 345ms\n",
      "113:\tlearn: 459.4126706\ttotal: 452ms\tremaining: 341ms\n",
      "114:\tlearn: 457.8308837\ttotal: 455ms\tremaining: 337ms\n",
      "115:\tlearn: 457.6977393\ttotal: 459ms\tremaining: 332ms\n",
      "116:\tlearn: 457.3404127\ttotal: 462ms\tremaining: 328ms\n",
      "117:\tlearn: 455.8169385\ttotal: 466ms\tremaining: 324ms\n",
      "118:\tlearn: 454.9420523\ttotal: 469ms\tremaining: 319ms\n",
      "119:\tlearn: 453.9780152\ttotal: 472ms\tremaining: 315ms\n",
      "120:\tlearn: 453.1908425\ttotal: 476ms\tremaining: 311ms\n",
      "121:\tlearn: 452.7845929\ttotal: 479ms\tremaining: 306ms\n",
      "122:\tlearn: 452.6176857\ttotal: 483ms\tremaining: 302ms\n",
      "123:\tlearn: 452.1162206\ttotal: 486ms\tremaining: 298ms\n",
      "124:\tlearn: 451.8974592\ttotal: 489ms\tremaining: 294ms\n",
      "125:\tlearn: 450.9765221\ttotal: 493ms\tremaining: 289ms\n",
      "126:\tlearn: 450.7724686\ttotal: 496ms\tremaining: 285ms\n",
      "127:\tlearn: 450.0127224\ttotal: 499ms\tremaining: 281ms\n",
      "128:\tlearn: 449.7830933\ttotal: 502ms\tremaining: 277ms\n",
      "129:\tlearn: 449.7045906\ttotal: 506ms\tremaining: 272ms\n",
      "130:\tlearn: 449.5367723\ttotal: 509ms\tremaining: 268ms\n",
      "131:\tlearn: 447.5205744\ttotal: 512ms\tremaining: 264ms\n",
      "132:\tlearn: 447.0133188\ttotal: 516ms\tremaining: 260ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "133:\tlearn: 445.8912471\ttotal: 521ms\tremaining: 257ms\n",
      "134:\tlearn: 445.5562939\ttotal: 526ms\tremaining: 253ms\n",
      "135:\tlearn: 445.3112158\ttotal: 531ms\tremaining: 250ms\n",
      "136:\tlearn: 444.3006673\ttotal: 536ms\tremaining: 246ms\n",
      "137:\tlearn: 443.5661797\ttotal: 541ms\tremaining: 243ms\n",
      "138:\tlearn: 443.4231376\ttotal: 545ms\tremaining: 239ms\n",
      "139:\tlearn: 442.3931671\ttotal: 551ms\tremaining: 236ms\n",
      "140:\tlearn: 441.8393449\ttotal: 555ms\tremaining: 232ms\n",
      "141:\tlearn: 440.6333026\ttotal: 559ms\tremaining: 228ms\n",
      "142:\tlearn: 440.5858007\ttotal: 563ms\tremaining: 225ms\n",
      "143:\tlearn: 440.3708971\ttotal: 569ms\tremaining: 221ms\n",
      "144:\tlearn: 440.0079700\ttotal: 573ms\tremaining: 218ms\n",
      "145:\tlearn: 439.4611672\ttotal: 577ms\tremaining: 213ms\n",
      "146:\tlearn: 438.4405646\ttotal: 580ms\tremaining: 209ms\n",
      "147:\tlearn: 438.1041506\ttotal: 583ms\tremaining: 205ms\n",
      "148:\tlearn: 437.6395288\ttotal: 587ms\tremaining: 201ms\n",
      "149:\tlearn: 437.4374799\ttotal: 590ms\tremaining: 197ms\n",
      "150:\tlearn: 436.2116106\ttotal: 594ms\tremaining: 193ms\n",
      "151:\tlearn: 434.5312685\ttotal: 597ms\tremaining: 189ms\n",
      "152:\tlearn: 434.3639289\ttotal: 600ms\tremaining: 184ms\n",
      "153:\tlearn: 433.4064257\ttotal: 604ms\tremaining: 180ms\n",
      "154:\tlearn: 433.1633182\ttotal: 607ms\tremaining: 176ms\n",
      "155:\tlearn: 432.8640129\ttotal: 610ms\tremaining: 172ms\n",
      "156:\tlearn: 432.3537057\ttotal: 614ms\tremaining: 168ms\n",
      "157:\tlearn: 432.3163634\ttotal: 617ms\tremaining: 164ms\n",
      "158:\tlearn: 432.2620151\ttotal: 620ms\tremaining: 160ms\n",
      "159:\tlearn: 431.4881419\ttotal: 624ms\tremaining: 156ms\n",
      "160:\tlearn: 431.1768759\ttotal: 627ms\tremaining: 152ms\n",
      "161:\tlearn: 430.6263104\ttotal: 631ms\tremaining: 148ms\n",
      "162:\tlearn: 429.3630997\ttotal: 634ms\tremaining: 144ms\n",
      "163:\tlearn: 427.8979775\ttotal: 637ms\tremaining: 140ms\n",
      "164:\tlearn: 427.7687453\ttotal: 641ms\tremaining: 136ms\n",
      "165:\tlearn: 427.5419059\ttotal: 644ms\tremaining: 132ms\n",
      "166:\tlearn: 426.8094511\ttotal: 648ms\tremaining: 128ms\n",
      "167:\tlearn: 426.0954559\ttotal: 651ms\tremaining: 124ms\n",
      "168:\tlearn: 425.8516774\ttotal: 655ms\tremaining: 120ms\n",
      "169:\tlearn: 425.8454226\ttotal: 658ms\tremaining: 116ms\n",
      "170:\tlearn: 425.0304376\ttotal: 662ms\tremaining: 112ms\n",
      "171:\tlearn: 424.8051174\ttotal: 665ms\tremaining: 108ms\n",
      "172:\tlearn: 424.6232450\ttotal: 669ms\tremaining: 104ms\n",
      "173:\tlearn: 424.1298670\ttotal: 672ms\tremaining: 100ms\n",
      "174:\tlearn: 421.3539681\ttotal: 675ms\tremaining: 96.5ms\n",
      "175:\tlearn: 421.2239798\ttotal: 679ms\tremaining: 92.6ms\n",
      "176:\tlearn: 420.8870145\ttotal: 682ms\tremaining: 88.6ms\n",
      "177:\tlearn: 420.5021412\ttotal: 687ms\tremaining: 84.9ms\n",
      "178:\tlearn: 420.2534869\ttotal: 692ms\tremaining: 81.2ms\n",
      "179:\tlearn: 418.8869276\ttotal: 697ms\tremaining: 77.5ms\n",
      "180:\tlearn: 418.3245135\ttotal: 702ms\tremaining: 73.7ms\n",
      "181:\tlearn: 418.1455125\ttotal: 708ms\tremaining: 70ms\n",
      "182:\tlearn: 417.5803904\ttotal: 712ms\tremaining: 66.2ms\n",
      "183:\tlearn: 417.4151882\ttotal: 716ms\tremaining: 62.2ms\n",
      "184:\tlearn: 416.9039270\ttotal: 719ms\tremaining: 58.3ms\n",
      "185:\tlearn: 416.3973308\ttotal: 724ms\tremaining: 54.5ms\n",
      "186:\tlearn: 416.0862333\ttotal: 727ms\tremaining: 50.5ms\n",
      "187:\tlearn: 415.9718584\ttotal: 730ms\tremaining: 46.6ms\n",
      "188:\tlearn: 415.5385697\ttotal: 734ms\tremaining: 42.7ms\n",
      "189:\tlearn: 415.3089490\ttotal: 738ms\tremaining: 38.8ms\n",
      "190:\tlearn: 415.0297584\ttotal: 741ms\tremaining: 34.9ms\n",
      "191:\tlearn: 414.7924994\ttotal: 744ms\tremaining: 31ms\n",
      "192:\tlearn: 414.4894767\ttotal: 748ms\tremaining: 27.1ms\n",
      "193:\tlearn: 413.5091255\ttotal: 751ms\tremaining: 23.2ms\n",
      "194:\tlearn: 413.4004406\ttotal: 755ms\tremaining: 19.3ms\n",
      "195:\tlearn: 413.3180592\ttotal: 758ms\tremaining: 15.5ms\n",
      "196:\tlearn: 410.6237950\ttotal: 761ms\tremaining: 11.6ms\n",
      "197:\tlearn: 410.3140841\ttotal: 765ms\tremaining: 7.72ms\n",
      "198:\tlearn: 410.2677909\ttotal: 768ms\tremaining: 3.86ms\n",
      "199:\tlearn: 409.2998124\ttotal: 772ms\tremaining: 0us\n",
      "0:\tlearn: 1001.7070704\ttotal: 5.34ms\tremaining: 1.06s\n",
      "1:\tlearn: 860.2143472\ttotal: 10.8ms\tremaining: 1.07s\n",
      "2:\tlearn: 785.8525137\ttotal: 16.2ms\tremaining: 1.06s\n",
      "3:\tlearn: 757.8095867\ttotal: 21.8ms\tremaining: 1.07s\n",
      "4:\tlearn: 747.5490575\ttotal: 26.9ms\tremaining: 1.05s\n",
      "5:\tlearn: 736.9312115\ttotal: 32.3ms\tremaining: 1.04s\n",
      "6:\tlearn: 729.5807896\ttotal: 36.6ms\tremaining: 1.01s\n",
      "7:\tlearn: 718.1383563\ttotal: 40.4ms\tremaining: 969ms\n",
      "8:\tlearn: 706.7486046\ttotal: 44.2ms\tremaining: 937ms\n",
      "9:\tlearn: 700.9618069\ttotal: 47.8ms\tremaining: 908ms\n",
      "10:\tlearn: 693.4561159\ttotal: 52ms\tremaining: 894ms\n",
      "11:\tlearn: 688.8101970\ttotal: 55.6ms\tremaining: 871ms\n",
      "12:\tlearn: 681.4545915\ttotal: 59ms\tremaining: 849ms\n",
      "13:\tlearn: 679.2494404\ttotal: 62.5ms\tremaining: 830ms\n",
      "14:\tlearn: 673.7609645\ttotal: 66.6ms\tremaining: 821ms\n",
      "15:\tlearn: 670.7985536\ttotal: 70.2ms\tremaining: 808ms\n",
      "16:\tlearn: 663.8786701\ttotal: 73.9ms\tremaining: 796ms\n",
      "17:\tlearn: 659.7859264\ttotal: 77.6ms\tremaining: 785ms\n",
      "18:\tlearn: 655.6336795\ttotal: 81.8ms\tremaining: 780ms\n",
      "19:\tlearn: 653.8904955\ttotal: 85.4ms\tremaining: 769ms\n",
      "20:\tlearn: 650.9822325\ttotal: 88.9ms\tremaining: 758ms\n",
      "21:\tlearn: 640.8145901\ttotal: 92.6ms\tremaining: 749ms\n",
      "22:\tlearn: 636.4594416\ttotal: 96.1ms\tremaining: 740ms\n",
      "23:\tlearn: 633.3672073\ttotal: 99.5ms\tremaining: 730ms\n",
      "24:\tlearn: 629.9823565\ttotal: 103ms\tremaining: 719ms\n",
      "25:\tlearn: 624.8678669\ttotal: 106ms\tremaining: 711ms\n",
      "26:\tlearn: 621.1553041\ttotal: 110ms\tremaining: 703ms\n",
      "27:\tlearn: 617.3879636\ttotal: 113ms\tremaining: 696ms\n",
      "28:\tlearn: 614.6475557\ttotal: 117ms\tremaining: 688ms\n",
      "29:\tlearn: 611.2674322\ttotal: 120ms\tremaining: 681ms\n",
      "30:\tlearn: 607.0411724\ttotal: 124ms\tremaining: 674ms\n",
      "31:\tlearn: 604.3141579\ttotal: 127ms\tremaining: 669ms\n",
      "32:\tlearn: 593.0841562\ttotal: 131ms\tremaining: 662ms\n",
      "33:\tlearn: 590.6250050\ttotal: 134ms\tremaining: 655ms\n",
      "34:\tlearn: 587.2642141\ttotal: 138ms\tremaining: 649ms\n",
      "35:\tlearn: 586.4104636\ttotal: 141ms\tremaining: 643ms\n",
      "36:\tlearn: 585.3664773\ttotal: 144ms\tremaining: 636ms\n",
      "37:\tlearn: 580.3798055\ttotal: 148ms\tremaining: 630ms\n",
      "38:\tlearn: 579.9374165\ttotal: 151ms\tremaining: 624ms\n",
      "39:\tlearn: 577.3418194\ttotal: 154ms\tremaining: 618ms\n",
      "40:\tlearn: 574.8455475\ttotal: 170ms\tremaining: 659ms\n",
      "41:\tlearn: 572.7333071\ttotal: 174ms\tremaining: 653ms\n",
      "42:\tlearn: 566.2928234\ttotal: 177ms\tremaining: 646ms\n",
      "43:\tlearn: 564.7688340\ttotal: 180ms\tremaining: 639ms\n",
      "44:\tlearn: 563.7542534\ttotal: 186ms\tremaining: 640ms\n",
      "45:\tlearn: 560.7599283\ttotal: 191ms\tremaining: 640ms\n",
      "46:\tlearn: 556.1936597\ttotal: 196ms\tremaining: 638ms\n",
      "47:\tlearn: 552.9753276\ttotal: 200ms\tremaining: 635ms\n",
      "48:\tlearn: 549.8235883\ttotal: 205ms\tremaining: 632ms\n",
      "49:\tlearn: 549.1384783\ttotal: 210ms\tremaining: 630ms\n",
      "50:\tlearn: 545.5974101\ttotal: 217ms\tremaining: 633ms\n",
      "51:\tlearn: 544.0133350\ttotal: 221ms\tremaining: 629ms\n",
      "52:\tlearn: 542.4366575\ttotal: 224ms\tremaining: 622ms\n",
      "53:\tlearn: 539.3730945\ttotal: 228ms\tremaining: 615ms\n",
      "54:\tlearn: 534.2914531\ttotal: 231ms\tremaining: 609ms\n",
      "55:\tlearn: 529.4201367\ttotal: 235ms\tremaining: 604ms\n",
      "56:\tlearn: 528.4747041\ttotal: 239ms\tremaining: 599ms\n",
      "57:\tlearn: 526.5569246\ttotal: 242ms\tremaining: 592ms\n",
      "58:\tlearn: 525.2844706\ttotal: 245ms\tremaining: 586ms\n",
      "59:\tlearn: 523.5684351\ttotal: 249ms\tremaining: 581ms\n",
      "60:\tlearn: 521.1683985\ttotal: 252ms\tremaining: 575ms\n",
      "61:\tlearn: 518.1313673\ttotal: 256ms\tremaining: 570ms\n",
      "62:\tlearn: 517.6953935\ttotal: 259ms\tremaining: 564ms\n",
      "63:\tlearn: 515.5907563\ttotal: 263ms\tremaining: 559ms\n",
      "64:\tlearn: 510.0030650\ttotal: 266ms\tremaining: 553ms\n",
      "65:\tlearn: 508.4124100\ttotal: 270ms\tremaining: 548ms\n",
      "66:\tlearn: 507.9105625\ttotal: 273ms\tremaining: 542ms\n",
      "67:\tlearn: 505.9555528\ttotal: 276ms\tremaining: 536ms\n",
      "68:\tlearn: 504.5878522\ttotal: 280ms\tremaining: 532ms\n",
      "69:\tlearn: 503.0463922\ttotal: 283ms\tremaining: 526ms\n",
      "70:\tlearn: 501.3794842\ttotal: 287ms\tremaining: 521ms\n",
      "71:\tlearn: 500.4101841\ttotal: 290ms\tremaining: 516ms\n",
      "72:\tlearn: 498.3432209\ttotal: 294ms\tremaining: 512ms\n",
      "73:\tlearn: 494.4395802\ttotal: 297ms\tremaining: 506ms\n",
      "74:\tlearn: 493.5497009\ttotal: 301ms\tremaining: 501ms\n",
      "75:\tlearn: 492.9671794\ttotal: 304ms\tremaining: 496ms\n",
      "76:\tlearn: 492.3768093\ttotal: 308ms\tremaining: 491ms\n",
      "77:\tlearn: 491.6101736\ttotal: 311ms\tremaining: 487ms\n",
      "78:\tlearn: 490.2322690\ttotal: 314ms\tremaining: 482ms\n",
      "79:\tlearn: 486.8819495\ttotal: 318ms\tremaining: 477ms\n",
      "80:\tlearn: 483.4170609\ttotal: 321ms\tremaining: 472ms\n",
      "81:\tlearn: 479.6339781\ttotal: 325ms\tremaining: 468ms\n",
      "82:\tlearn: 476.4211420\ttotal: 328ms\tremaining: 463ms\n",
      "83:\tlearn: 474.2182299\ttotal: 332ms\tremaining: 458ms\n",
      "84:\tlearn: 473.7026588\ttotal: 335ms\tremaining: 453ms\n",
      "85:\tlearn: 472.2466826\ttotal: 339ms\tremaining: 449ms\n",
      "86:\tlearn: 469.6716478\ttotal: 342ms\tremaining: 445ms\n",
      "87:\tlearn: 468.4116907\ttotal: 346ms\tremaining: 440ms\n",
      "88:\tlearn: 468.0874494\ttotal: 349ms\tremaining: 436ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "89:\tlearn: 467.4062978\ttotal: 354ms\tremaining: 433ms\n",
      "90:\tlearn: 465.9845948\ttotal: 360ms\tremaining: 431ms\n",
      "91:\tlearn: 465.8727820\ttotal: 364ms\tremaining: 427ms\n",
      "92:\tlearn: 465.2076102\ttotal: 369ms\tremaining: 424ms\n",
      "93:\tlearn: 464.0242381\ttotal: 373ms\tremaining: 421ms\n",
      "94:\tlearn: 463.2030777\ttotal: 378ms\tremaining: 417ms\n",
      "95:\tlearn: 462.7762398\ttotal: 384ms\tremaining: 416ms\n",
      "96:\tlearn: 462.2608216\ttotal: 387ms\tremaining: 411ms\n",
      "97:\tlearn: 461.6392207\ttotal: 391ms\tremaining: 407ms\n",
      "98:\tlearn: 460.2319580\ttotal: 394ms\tremaining: 402ms\n",
      "99:\tlearn: 459.2250015\ttotal: 399ms\tremaining: 399ms\n",
      "100:\tlearn: 456.4138033\ttotal: 402ms\tremaining: 394ms\n",
      "101:\tlearn: 455.8861897\ttotal: 406ms\tremaining: 390ms\n",
      "102:\tlearn: 455.2056335\ttotal: 409ms\tremaining: 385ms\n",
      "103:\tlearn: 453.6694578\ttotal: 413ms\tremaining: 381ms\n",
      "104:\tlearn: 453.2328257\ttotal: 416ms\tremaining: 377ms\n",
      "105:\tlearn: 451.9038201\ttotal: 420ms\tremaining: 373ms\n",
      "106:\tlearn: 451.5933595\ttotal: 423ms\tremaining: 368ms\n",
      "107:\tlearn: 450.1321806\ttotal: 427ms\tremaining: 364ms\n",
      "108:\tlearn: 449.6979664\ttotal: 430ms\tremaining: 359ms\n",
      "109:\tlearn: 448.7057153\ttotal: 435ms\tremaining: 356ms\n",
      "110:\tlearn: 448.5273142\ttotal: 438ms\tremaining: 351ms\n",
      "111:\tlearn: 445.6846751\ttotal: 441ms\tremaining: 347ms\n",
      "112:\tlearn: 445.0940480\ttotal: 445ms\tremaining: 343ms\n",
      "113:\tlearn: 444.3922072\ttotal: 448ms\tremaining: 338ms\n",
      "114:\tlearn: 443.0270083\ttotal: 452ms\tremaining: 334ms\n",
      "115:\tlearn: 441.8644157\ttotal: 455ms\tremaining: 330ms\n",
      "116:\tlearn: 441.1784085\ttotal: 459ms\tremaining: 326ms\n",
      "117:\tlearn: 440.8178689\ttotal: 462ms\tremaining: 321ms\n",
      "118:\tlearn: 440.2153517\ttotal: 466ms\tremaining: 317ms\n",
      "119:\tlearn: 439.4694180\ttotal: 469ms\tremaining: 313ms\n",
      "120:\tlearn: 439.2090064\ttotal: 473ms\tremaining: 309ms\n",
      "121:\tlearn: 438.4618430\ttotal: 477ms\tremaining: 305ms\n",
      "122:\tlearn: 438.3419594\ttotal: 480ms\tremaining: 301ms\n",
      "123:\tlearn: 437.5387752\ttotal: 484ms\tremaining: 296ms\n",
      "124:\tlearn: 437.0968580\ttotal: 487ms\tremaining: 292ms\n",
      "125:\tlearn: 436.1830218\ttotal: 490ms\tremaining: 288ms\n",
      "126:\tlearn: 435.4192653\ttotal: 494ms\tremaining: 284ms\n",
      "127:\tlearn: 434.3970963\ttotal: 497ms\tremaining: 280ms\n",
      "128:\tlearn: 431.5775669\ttotal: 501ms\tremaining: 276ms\n",
      "129:\tlearn: 431.4461374\ttotal: 505ms\tremaining: 272ms\n",
      "130:\tlearn: 430.7801732\ttotal: 508ms\tremaining: 267ms\n",
      "131:\tlearn: 429.9096519\ttotal: 511ms\tremaining: 263ms\n",
      "132:\tlearn: 429.1173971\ttotal: 515ms\tremaining: 259ms\n",
      "133:\tlearn: 428.8612513\ttotal: 519ms\tremaining: 255ms\n",
      "134:\tlearn: 428.7823559\ttotal: 524ms\tremaining: 252ms\n",
      "135:\tlearn: 426.8982851\ttotal: 528ms\tremaining: 248ms\n",
      "136:\tlearn: 426.3233864\ttotal: 533ms\tremaining: 245ms\n",
      "137:\tlearn: 426.0435474\ttotal: 538ms\tremaining: 242ms\n",
      "138:\tlearn: 425.4753634\ttotal: 543ms\tremaining: 238ms\n",
      "139:\tlearn: 425.0480817\ttotal: 550ms\tremaining: 236ms\n",
      "140:\tlearn: 424.8515842\ttotal: 553ms\tremaining: 231ms\n",
      "141:\tlearn: 424.3901565\ttotal: 556ms\tremaining: 227ms\n",
      "142:\tlearn: 424.2165185\ttotal: 560ms\tremaining: 223ms\n",
      "143:\tlearn: 423.6391928\ttotal: 564ms\tremaining: 219ms\n",
      "144:\tlearn: 422.0500288\ttotal: 567ms\tremaining: 215ms\n",
      "145:\tlearn: 421.1684005\ttotal: 571ms\tremaining: 211ms\n",
      "146:\tlearn: 420.6048665\ttotal: 574ms\tremaining: 207ms\n",
      "147:\tlearn: 419.1670930\ttotal: 578ms\tremaining: 203ms\n",
      "148:\tlearn: 417.5316815\ttotal: 581ms\tremaining: 199ms\n",
      "149:\tlearn: 417.3202173\ttotal: 585ms\tremaining: 195ms\n",
      "150:\tlearn: 417.1004808\ttotal: 589ms\tremaining: 191ms\n",
      "151:\tlearn: 416.9538676\ttotal: 594ms\tremaining: 188ms\n",
      "152:\tlearn: 416.8024564\ttotal: 599ms\tremaining: 184ms\n",
      "153:\tlearn: 416.3814801\ttotal: 604ms\tremaining: 180ms\n",
      "154:\tlearn: 415.8141324\ttotal: 607ms\tremaining: 176ms\n",
      "155:\tlearn: 414.6997391\ttotal: 611ms\tremaining: 172ms\n",
      "156:\tlearn: 413.9483056\ttotal: 617ms\tremaining: 169ms\n",
      "157:\tlearn: 413.4774199\ttotal: 620ms\tremaining: 165ms\n",
      "158:\tlearn: 413.1237423\ttotal: 623ms\tremaining: 161ms\n",
      "159:\tlearn: 412.4551152\ttotal: 627ms\tremaining: 157ms\n",
      "160:\tlearn: 412.2505125\ttotal: 630ms\tremaining: 153ms\n",
      "161:\tlearn: 411.9709797\ttotal: 634ms\tremaining: 149ms\n",
      "162:\tlearn: 409.8336481\ttotal: 637ms\tremaining: 145ms\n",
      "163:\tlearn: 408.0781576\ttotal: 640ms\tremaining: 141ms\n",
      "164:\tlearn: 407.0546737\ttotal: 644ms\tremaining: 137ms\n",
      "165:\tlearn: 406.7546183\ttotal: 647ms\tremaining: 133ms\n",
      "166:\tlearn: 406.4198982\ttotal: 651ms\tremaining: 129ms\n",
      "167:\tlearn: 406.2792365\ttotal: 654ms\tremaining: 125ms\n",
      "168:\tlearn: 405.9268590\ttotal: 658ms\tremaining: 121ms\n",
      "169:\tlearn: 405.7130387\ttotal: 661ms\tremaining: 117ms\n",
      "170:\tlearn: 405.5992735\ttotal: 664ms\tremaining: 113ms\n",
      "171:\tlearn: 404.7284848\ttotal: 668ms\tremaining: 109ms\n",
      "172:\tlearn: 404.4065236\ttotal: 671ms\tremaining: 105ms\n",
      "173:\tlearn: 404.1048470\ttotal: 675ms\tremaining: 101ms\n",
      "174:\tlearn: 402.9319863\ttotal: 678ms\tremaining: 96.9ms\n",
      "175:\tlearn: 402.6643469\ttotal: 682ms\tremaining: 92.9ms\n",
      "176:\tlearn: 400.5243464\ttotal: 685ms\tremaining: 89ms\n",
      "177:\tlearn: 400.3389993\ttotal: 690ms\tremaining: 85.3ms\n",
      "178:\tlearn: 400.2464094\ttotal: 694ms\tremaining: 81.5ms\n",
      "179:\tlearn: 400.1944799\ttotal: 700ms\tremaining: 77.7ms\n",
      "180:\tlearn: 399.3390703\ttotal: 707ms\tremaining: 74.3ms\n",
      "181:\tlearn: 399.0792682\ttotal: 712ms\tremaining: 70.5ms\n",
      "182:\tlearn: 397.8779922\ttotal: 718ms\tremaining: 66.7ms\n",
      "183:\tlearn: 397.6669614\ttotal: 721ms\tremaining: 62.7ms\n",
      "184:\tlearn: 397.2528082\ttotal: 725ms\tremaining: 58.7ms\n",
      "185:\tlearn: 396.6602216\ttotal: 729ms\tremaining: 54.9ms\n",
      "186:\tlearn: 395.9835593\ttotal: 732ms\tremaining: 50.9ms\n",
      "187:\tlearn: 395.4399304\ttotal: 736ms\tremaining: 47ms\n",
      "188:\tlearn: 395.2629760\ttotal: 739ms\tremaining: 43ms\n",
      "189:\tlearn: 394.9629306\ttotal: 743ms\tremaining: 39.1ms\n",
      "190:\tlearn: 394.8843743\ttotal: 746ms\tremaining: 35.2ms\n",
      "191:\tlearn: 394.6172453\ttotal: 750ms\tremaining: 31.2ms\n",
      "192:\tlearn: 394.3795033\ttotal: 753ms\tremaining: 27.3ms\n",
      "193:\tlearn: 394.2512740\ttotal: 757ms\tremaining: 23.4ms\n",
      "194:\tlearn: 394.0366865\ttotal: 760ms\tremaining: 19.5ms\n",
      "195:\tlearn: 392.7859928\ttotal: 764ms\tremaining: 15.6ms\n",
      "196:\tlearn: 392.4590970\ttotal: 767ms\tremaining: 11.7ms\n",
      "197:\tlearn: 391.0244644\ttotal: 770ms\tremaining: 7.78ms\n",
      "198:\tlearn: 390.9080769\ttotal: 774ms\tremaining: 3.89ms\n",
      "199:\tlearn: 390.0243485\ttotal: 778ms\tremaining: 0us\n",
      "0:\tlearn: 1014.4687735\ttotal: 10.6ms\tremaining: 2.11s\n",
      "1:\tlearn: 868.1575453\ttotal: 22.7ms\tremaining: 2.25s\n",
      "2:\tlearn: 789.0529443\ttotal: 34.2ms\tremaining: 2.25s\n",
      "3:\tlearn: 756.6871399\ttotal: 42.9ms\tremaining: 2.1s\n",
      "4:\tlearn: 745.1503479\ttotal: 47.8ms\tremaining: 1.86s\n",
      "5:\tlearn: 732.1714790\ttotal: 52.5ms\tremaining: 1.7s\n",
      "6:\tlearn: 719.5860735\ttotal: 57.4ms\tremaining: 1.58s\n",
      "7:\tlearn: 712.2690778\ttotal: 62.1ms\tremaining: 1.49s\n",
      "8:\tlearn: 697.3202305\ttotal: 67.4ms\tremaining: 1.43s\n",
      "9:\tlearn: 693.9146945\ttotal: 71.4ms\tremaining: 1.36s\n",
      "10:\tlearn: 689.0994455\ttotal: 74.9ms\tremaining: 1.29s\n",
      "11:\tlearn: 683.5068134\ttotal: 78.8ms\tremaining: 1.23s\n",
      "12:\tlearn: 681.4340188\ttotal: 82.3ms\tremaining: 1.18s\n",
      "13:\tlearn: 678.7617127\ttotal: 85.7ms\tremaining: 1.14s\n",
      "14:\tlearn: 672.9082350\ttotal: 89.1ms\tremaining: 1.1s\n",
      "15:\tlearn: 663.6239416\ttotal: 92.5ms\tremaining: 1.06s\n",
      "16:\tlearn: 658.7139535\ttotal: 96.3ms\tremaining: 1.04s\n",
      "17:\tlearn: 654.6035373\ttotal: 99.6ms\tremaining: 1.01s\n",
      "18:\tlearn: 651.7750089\ttotal: 103ms\tremaining: 981ms\n",
      "19:\tlearn: 643.2729524\ttotal: 106ms\tremaining: 958ms\n",
      "20:\tlearn: 639.2609156\ttotal: 110ms\tremaining: 942ms\n",
      "21:\tlearn: 637.5057257\ttotal: 114ms\tremaining: 921ms\n",
      "22:\tlearn: 634.9386194\ttotal: 117ms\tremaining: 902ms\n",
      "23:\tlearn: 632.6190004\ttotal: 120ms\tremaining: 883ms\n",
      "24:\tlearn: 628.4595178\ttotal: 125ms\tremaining: 874ms\n",
      "25:\tlearn: 618.9701262\ttotal: 128ms\tremaining: 858ms\n",
      "26:\tlearn: 616.3149723\ttotal: 131ms\tremaining: 842ms\n",
      "27:\tlearn: 612.0144681\ttotal: 135ms\tremaining: 828ms\n",
      "28:\tlearn: 606.9265233\ttotal: 138ms\tremaining: 816ms\n",
      "29:\tlearn: 605.1330157\ttotal: 142ms\tremaining: 802ms\n",
      "30:\tlearn: 602.1659311\ttotal: 145ms\tremaining: 789ms\n",
      "31:\tlearn: 600.7509546\ttotal: 148ms\tremaining: 777ms\n",
      "32:\tlearn: 600.3158660\ttotal: 151ms\tremaining: 765ms\n",
      "33:\tlearn: 597.5295730\ttotal: 155ms\tremaining: 757ms\n",
      "34:\tlearn: 595.8103619\ttotal: 158ms\tremaining: 747ms\n",
      "35:\tlearn: 590.7820173\ttotal: 162ms\tremaining: 737ms\n",
      "36:\tlearn: 589.8696400\ttotal: 170ms\tremaining: 749ms\n",
      "37:\tlearn: 586.8971524\ttotal: 175ms\tremaining: 746ms\n",
      "38:\tlearn: 586.3165543\ttotal: 180ms\tremaining: 742ms\n",
      "39:\tlearn: 581.6035604\ttotal: 185ms\tremaining: 739ms\n",
      "40:\tlearn: 579.0406808\ttotal: 189ms\tremaining: 735ms\n",
      "41:\tlearn: 576.9061147\ttotal: 200ms\tremaining: 754ms\n",
      "42:\tlearn: 574.1138529\ttotal: 205ms\tremaining: 748ms\n",
      "43:\tlearn: 572.4444225\ttotal: 212ms\tremaining: 752ms\n",
      "44:\tlearn: 570.3457513\ttotal: 216ms\tremaining: 746ms\n",
      "45:\tlearn: 567.0706040\ttotal: 220ms\tremaining: 736ms\n",
      "46:\tlearn: 559.2120554\ttotal: 223ms\tremaining: 727ms\n",
      "47:\tlearn: 556.6120471\ttotal: 227ms\tremaining: 718ms\n",
      "48:\tlearn: 555.3476927\ttotal: 230ms\tremaining: 710ms\n",
      "49:\tlearn: 554.2804283\ttotal: 234ms\tremaining: 702ms\n",
      "50:\tlearn: 553.1055479\ttotal: 237ms\tremaining: 694ms\n",
      "51:\tlearn: 551.7867637\ttotal: 241ms\tremaining: 685ms\n",
      "52:\tlearn: 548.7243960\ttotal: 244ms\tremaining: 677ms\n",
      "53:\tlearn: 547.0936440\ttotal: 248ms\tremaining: 670ms\n",
      "54:\tlearn: 546.2274430\ttotal: 251ms\tremaining: 663ms\n",
      "55:\tlearn: 544.1704107\ttotal: 255ms\tremaining: 655ms\n",
      "56:\tlearn: 543.3663986\ttotal: 258ms\tremaining: 647ms\n",
      "57:\tlearn: 540.5702820\ttotal: 262ms\tremaining: 641ms\n",
      "58:\tlearn: 538.6657103\ttotal: 265ms\tremaining: 634ms\n",
      "59:\tlearn: 536.0860324\ttotal: 269ms\tremaining: 627ms\n",
      "60:\tlearn: 533.3035798\ttotal: 272ms\tremaining: 620ms\n",
      "61:\tlearn: 530.7697036\ttotal: 276ms\tremaining: 614ms\n",
      "62:\tlearn: 528.2563074\ttotal: 279ms\tremaining: 607ms\n",
      "63:\tlearn: 528.1709395\ttotal: 282ms\tremaining: 600ms\n",
      "64:\tlearn: 527.4569366\ttotal: 286ms\tremaining: 593ms\n",
      "65:\tlearn: 526.0578489\ttotal: 289ms\tremaining: 587ms\n",
      "66:\tlearn: 523.1969931\ttotal: 293ms\tremaining: 581ms\n",
      "67:\tlearn: 522.3409666\ttotal: 296ms\tremaining: 575ms\n",
      "68:\tlearn: 522.1916250\ttotal: 299ms\tremaining: 568ms\n",
      "69:\tlearn: 520.1765130\ttotal: 303ms\tremaining: 562ms\n",
      "70:\tlearn: 519.8912250\ttotal: 307ms\tremaining: 557ms\n",
      "71:\tlearn: 517.5121442\ttotal: 310ms\tremaining: 552ms\n",
      "72:\tlearn: 515.8285022\ttotal: 314ms\tremaining: 546ms\n",
      "73:\tlearn: 514.9145901\ttotal: 317ms\tremaining: 540ms\n",
      "74:\tlearn: 514.2233148\ttotal: 321ms\tremaining: 534ms\n",
      "75:\tlearn: 511.8270683\ttotal: 324ms\tremaining: 529ms\n",
      "76:\tlearn: 511.0002189\ttotal: 327ms\tremaining: 523ms\n",
      "77:\tlearn: 510.4119102\ttotal: 331ms\tremaining: 518ms\n",
      "78:\tlearn: 508.9299272\ttotal: 334ms\tremaining: 512ms\n",
      "79:\tlearn: 508.2419546\ttotal: 338ms\tremaining: 507ms\n",
      "80:\tlearn: 507.2939888\ttotal: 342ms\tremaining: 502ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "81:\tlearn: 506.0979066\ttotal: 347ms\tremaining: 499ms\n",
      "82:\tlearn: 505.4263700\ttotal: 352ms\tremaining: 496ms\n",
      "83:\tlearn: 505.1289015\ttotal: 356ms\tremaining: 492ms\n",
      "84:\tlearn: 504.0870780\ttotal: 361ms\tremaining: 488ms\n",
      "85:\tlearn: 502.4885369\ttotal: 368ms\tremaining: 487ms\n",
      "86:\tlearn: 500.9405357\ttotal: 372ms\tremaining: 484ms\n",
      "87:\tlearn: 500.3562425\ttotal: 377ms\tremaining: 479ms\n",
      "88:\tlearn: 498.7120171\ttotal: 381ms\tremaining: 475ms\n",
      "89:\tlearn: 497.7210650\ttotal: 386ms\tremaining: 471ms\n",
      "90:\tlearn: 495.3393895\ttotal: 389ms\tremaining: 466ms\n",
      "91:\tlearn: 493.2732186\ttotal: 393ms\tremaining: 461ms\n",
      "92:\tlearn: 492.1835023\ttotal: 397ms\tremaining: 457ms\n",
      "93:\tlearn: 489.5917906\ttotal: 400ms\tremaining: 451ms\n",
      "94:\tlearn: 488.0484053\ttotal: 404ms\tremaining: 446ms\n",
      "95:\tlearn: 485.8335833\ttotal: 407ms\tremaining: 441ms\n",
      "96:\tlearn: 482.7073231\ttotal: 411ms\tremaining: 436ms\n",
      "97:\tlearn: 482.4650916\ttotal: 414ms\tremaining: 431ms\n",
      "98:\tlearn: 481.4113158\ttotal: 417ms\tremaining: 426ms\n",
      "99:\tlearn: 478.3095160\ttotal: 421ms\tremaining: 421ms\n",
      "100:\tlearn: 477.9546514\ttotal: 424ms\tremaining: 416ms\n",
      "101:\tlearn: 477.3284458\ttotal: 428ms\tremaining: 411ms\n",
      "102:\tlearn: 475.5972104\ttotal: 431ms\tremaining: 406ms\n",
      "103:\tlearn: 473.5202823\ttotal: 435ms\tremaining: 401ms\n",
      "104:\tlearn: 472.5230648\ttotal: 438ms\tremaining: 397ms\n",
      "105:\tlearn: 470.9652632\ttotal: 442ms\tremaining: 392ms\n",
      "106:\tlearn: 467.6491200\ttotal: 446ms\tremaining: 387ms\n",
      "107:\tlearn: 467.1303118\ttotal: 449ms\tremaining: 383ms\n",
      "108:\tlearn: 466.8969894\ttotal: 452ms\tremaining: 378ms\n",
      "109:\tlearn: 466.6701520\ttotal: 456ms\tremaining: 373ms\n",
      "110:\tlearn: 466.3829713\ttotal: 459ms\tremaining: 368ms\n",
      "111:\tlearn: 464.7900694\ttotal: 463ms\tremaining: 364ms\n",
      "112:\tlearn: 464.5818385\ttotal: 466ms\tremaining: 359ms\n",
      "113:\tlearn: 464.4267986\ttotal: 469ms\tremaining: 354ms\n",
      "114:\tlearn: 462.7541326\ttotal: 473ms\tremaining: 350ms\n",
      "115:\tlearn: 462.4480557\ttotal: 476ms\tremaining: 345ms\n",
      "116:\tlearn: 460.9573768\ttotal: 480ms\tremaining: 340ms\n",
      "117:\tlearn: 460.7132302\ttotal: 483ms\tremaining: 336ms\n",
      "118:\tlearn: 459.7433271\ttotal: 487ms\tremaining: 332ms\n",
      "119:\tlearn: 457.6944975\ttotal: 491ms\tremaining: 327ms\n",
      "120:\tlearn: 456.1362857\ttotal: 494ms\tremaining: 322ms\n",
      "121:\tlearn: 455.2592639\ttotal: 497ms\tremaining: 318ms\n",
      "122:\tlearn: 454.8420438\ttotal: 501ms\tremaining: 314ms\n",
      "123:\tlearn: 452.7586207\ttotal: 504ms\tremaining: 309ms\n",
      "124:\tlearn: 452.2903011\ttotal: 508ms\tremaining: 305ms\n",
      "125:\tlearn: 451.4347783\ttotal: 511ms\tremaining: 300ms\n",
      "126:\tlearn: 451.3045460\ttotal: 516ms\tremaining: 297ms\n",
      "127:\tlearn: 451.1231077\ttotal: 522ms\tremaining: 293ms\n",
      "128:\tlearn: 447.7786297\ttotal: 526ms\tremaining: 290ms\n",
      "129:\tlearn: 443.1757069\ttotal: 531ms\tremaining: 286ms\n",
      "130:\tlearn: 442.6602923\ttotal: 539ms\tremaining: 284ms\n",
      "131:\tlearn: 442.3333680\ttotal: 543ms\tremaining: 280ms\n",
      "132:\tlearn: 441.9008194\ttotal: 548ms\tremaining: 276ms\n",
      "133:\tlearn: 438.5372728\ttotal: 551ms\tremaining: 271ms\n",
      "134:\tlearn: 437.0179523\ttotal: 554ms\tremaining: 267ms\n",
      "135:\tlearn: 434.9882412\ttotal: 558ms\tremaining: 262ms\n",
      "136:\tlearn: 434.8972514\ttotal: 562ms\tremaining: 258ms\n",
      "137:\tlearn: 433.8290823\ttotal: 565ms\tremaining: 254ms\n",
      "138:\tlearn: 433.0734807\ttotal: 568ms\tremaining: 249ms\n",
      "139:\tlearn: 430.6268164\ttotal: 572ms\tremaining: 245ms\n",
      "140:\tlearn: 430.0901334\ttotal: 575ms\tremaining: 241ms\n",
      "141:\tlearn: 429.5974299\ttotal: 579ms\tremaining: 236ms\n",
      "142:\tlearn: 429.2947656\ttotal: 582ms\tremaining: 232ms\n",
      "143:\tlearn: 427.5098867\ttotal: 585ms\tremaining: 228ms\n",
      "144:\tlearn: 427.1826309\ttotal: 589ms\tremaining: 223ms\n",
      "145:\tlearn: 425.6799242\ttotal: 593ms\tremaining: 219ms\n",
      "146:\tlearn: 425.5696179\ttotal: 596ms\tremaining: 215ms\n",
      "147:\tlearn: 423.9215110\ttotal: 599ms\tremaining: 211ms\n",
      "148:\tlearn: 421.9724960\ttotal: 603ms\tremaining: 206ms\n",
      "149:\tlearn: 420.1741715\ttotal: 607ms\tremaining: 202ms\n",
      "150:\tlearn: 418.9332175\ttotal: 610ms\tremaining: 198ms\n",
      "151:\tlearn: 416.7407006\ttotal: 614ms\tremaining: 194ms\n",
      "152:\tlearn: 416.5778409\ttotal: 617ms\tremaining: 190ms\n",
      "153:\tlearn: 416.2524050\ttotal: 620ms\tremaining: 185ms\n",
      "154:\tlearn: 415.1329313\ttotal: 625ms\tremaining: 181ms\n",
      "155:\tlearn: 413.1729268\ttotal: 630ms\tremaining: 178ms\n",
      "156:\tlearn: 412.4390195\ttotal: 634ms\tremaining: 174ms\n",
      "157:\tlearn: 411.9193816\ttotal: 639ms\tremaining: 170ms\n",
      "158:\tlearn: 411.0331356\ttotal: 643ms\tremaining: 166ms\n",
      "159:\tlearn: 410.6575374\ttotal: 647ms\tremaining: 162ms\n",
      "160:\tlearn: 410.3119529\ttotal: 650ms\tremaining: 157ms\n",
      "161:\tlearn: 410.2587661\ttotal: 654ms\tremaining: 153ms\n",
      "162:\tlearn: 409.9145803\ttotal: 657ms\tremaining: 149ms\n",
      "163:\tlearn: 409.4248258\ttotal: 660ms\tremaining: 145ms\n",
      "164:\tlearn: 409.3505653\ttotal: 664ms\tremaining: 141ms\n",
      "165:\tlearn: 409.0421870\ttotal: 667ms\tremaining: 137ms\n",
      "166:\tlearn: 408.7159923\ttotal: 671ms\tremaining: 133ms\n",
      "167:\tlearn: 408.4333634\ttotal: 674ms\tremaining: 128ms\n",
      "168:\tlearn: 407.8061106\ttotal: 677ms\tremaining: 124ms\n",
      "169:\tlearn: 407.4011216\ttotal: 682ms\tremaining: 120ms\n",
      "170:\tlearn: 407.1206711\ttotal: 687ms\tremaining: 116ms\n",
      "171:\tlearn: 406.7497881\ttotal: 691ms\tremaining: 113ms\n",
      "172:\tlearn: 406.5182535\ttotal: 697ms\tremaining: 109ms\n",
      "173:\tlearn: 406.0499619\ttotal: 704ms\tremaining: 105ms\n",
      "174:\tlearn: 405.7681387\ttotal: 709ms\tremaining: 101ms\n",
      "175:\tlearn: 400.3413690\ttotal: 714ms\tremaining: 97.3ms\n",
      "176:\tlearn: 400.0154554\ttotal: 717ms\tremaining: 93.2ms\n",
      "177:\tlearn: 398.7044431\ttotal: 720ms\tremaining: 89ms\n",
      "178:\tlearn: 397.8683288\ttotal: 724ms\tremaining: 84.9ms\n",
      "179:\tlearn: 397.8040379\ttotal: 728ms\tremaining: 80.9ms\n",
      "180:\tlearn: 397.7073331\ttotal: 731ms\tremaining: 76.8ms\n",
      "181:\tlearn: 397.6109161\ttotal: 734ms\tremaining: 72.6ms\n",
      "182:\tlearn: 397.3637178\ttotal: 738ms\tremaining: 68.6ms\n",
      "183:\tlearn: 397.2114981\ttotal: 742ms\tremaining: 64.5ms\n",
      "184:\tlearn: 397.1957442\ttotal: 745ms\tremaining: 60.4ms\n",
      "185:\tlearn: 396.7160271\ttotal: 749ms\tremaining: 56.4ms\n",
      "186:\tlearn: 396.2715150\ttotal: 752ms\tremaining: 52.3ms\n",
      "187:\tlearn: 394.9381951\ttotal: 756ms\tremaining: 48.3ms\n",
      "188:\tlearn: 394.5767205\ttotal: 759ms\tremaining: 44.2ms\n",
      "189:\tlearn: 394.3058985\ttotal: 763ms\tremaining: 40.1ms\n",
      "190:\tlearn: 393.3999803\ttotal: 766ms\tremaining: 36.1ms\n",
      "191:\tlearn: 393.0960911\ttotal: 769ms\tremaining: 32.1ms\n",
      "192:\tlearn: 392.7812373\ttotal: 773ms\tremaining: 28ms\n",
      "193:\tlearn: 392.5476410\ttotal: 777ms\tremaining: 24ms\n",
      "194:\tlearn: 392.3290228\ttotal: 780ms\tremaining: 20ms\n",
      "195:\tlearn: 392.0412240\ttotal: 783ms\tremaining: 16ms\n",
      "196:\tlearn: 391.8344529\ttotal: 787ms\tremaining: 12ms\n",
      "197:\tlearn: 391.5253169\ttotal: 790ms\tremaining: 7.98ms\n",
      "198:\tlearn: 391.4742876\ttotal: 794ms\tremaining: 3.99ms\n",
      "199:\tlearn: 390.7953238\ttotal: 797ms\tremaining: 0us\n",
      "0:\tlearn: 1005.2809058\ttotal: 3.25ms\tremaining: 646ms\n",
      "1:\tlearn: 855.6693653\ttotal: 6.99ms\tremaining: 692ms\n",
      "2:\tlearn: 790.6414879\ttotal: 10.6ms\tremaining: 696ms\n",
      "3:\tlearn: 764.4880873\ttotal: 14.2ms\tremaining: 697ms\n",
      "4:\tlearn: 739.5859145\ttotal: 18.3ms\tremaining: 712ms\n",
      "5:\tlearn: 731.0236322\ttotal: 22ms\tremaining: 710ms\n",
      "6:\tlearn: 709.1028417\ttotal: 25.7ms\tremaining: 707ms\n",
      "7:\tlearn: 705.1060530\ttotal: 29.3ms\tremaining: 704ms\n",
      "8:\tlearn: 700.4271888\ttotal: 33.3ms\tremaining: 707ms\n",
      "9:\tlearn: 694.4628113\ttotal: 36.8ms\tremaining: 700ms\n",
      "10:\tlearn: 685.8845691\ttotal: 40.5ms\tremaining: 696ms\n",
      "11:\tlearn: 674.2982794\ttotal: 44.1ms\tremaining: 691ms\n",
      "12:\tlearn: 667.1994072\ttotal: 48.4ms\tremaining: 696ms\n",
      "13:\tlearn: 666.1045880\ttotal: 50.7ms\tremaining: 673ms\n",
      "14:\tlearn: 660.4287636\ttotal: 54.1ms\tremaining: 668ms\n",
      "15:\tlearn: 656.3091129\ttotal: 57.8ms\tremaining: 664ms\n",
      "16:\tlearn: 654.2737523\ttotal: 61.3ms\tremaining: 660ms\n",
      "17:\tlearn: 649.4256918\ttotal: 65.1ms\tremaining: 658ms\n",
      "18:\tlearn: 648.8075059\ttotal: 68.6ms\tremaining: 653ms\n",
      "19:\tlearn: 642.3477713\ttotal: 72.4ms\tremaining: 652ms\n",
      "20:\tlearn: 640.6788908\ttotal: 75.9ms\tremaining: 647ms\n",
      "21:\tlearn: 639.9442219\ttotal: 79.9ms\tremaining: 647ms\n",
      "22:\tlearn: 629.6003848\ttotal: 83.5ms\tremaining: 643ms\n",
      "23:\tlearn: 625.2227669\ttotal: 87.3ms\tremaining: 640ms\n",
      "24:\tlearn: 624.3741954\ttotal: 90.7ms\tremaining: 635ms\n",
      "25:\tlearn: 617.8291862\ttotal: 94.7ms\tremaining: 634ms\n",
      "26:\tlearn: 616.4504104\ttotal: 97.9ms\tremaining: 628ms\n",
      "27:\tlearn: 613.7412809\ttotal: 101ms\tremaining: 622ms\n",
      "28:\tlearn: 608.1318419\ttotal: 105ms\tremaining: 618ms\n",
      "29:\tlearn: 604.4405074\ttotal: 108ms\tremaining: 614ms\n",
      "30:\tlearn: 599.3888215\ttotal: 112ms\tremaining: 609ms\n",
      "31:\tlearn: 594.1551252\ttotal: 115ms\tremaining: 606ms\n",
      "32:\tlearn: 587.3004075\ttotal: 119ms\tremaining: 601ms\n",
      "33:\tlearn: 584.1654212\ttotal: 122ms\tremaining: 596ms\n",
      "34:\tlearn: 579.8840259\ttotal: 126ms\tremaining: 594ms\n",
      "35:\tlearn: 578.0417706\ttotal: 129ms\tremaining: 589ms\n",
      "36:\tlearn: 576.4564798\ttotal: 132ms\tremaining: 584ms\n",
      "37:\tlearn: 571.6374250\ttotal: 136ms\tremaining: 579ms\n",
      "38:\tlearn: 568.9709482\ttotal: 140ms\tremaining: 577ms\n",
      "39:\tlearn: 566.8986040\ttotal: 143ms\tremaining: 572ms\n",
      "40:\tlearn: 563.9047726\ttotal: 146ms\tremaining: 568ms\n",
      "41:\tlearn: 557.2616074\ttotal: 150ms\tremaining: 563ms\n",
      "42:\tlearn: 555.1694644\ttotal: 153ms\tremaining: 559ms\n",
      "43:\tlearn: 553.6810431\ttotal: 157ms\tremaining: 555ms\n",
      "44:\tlearn: 551.1219155\ttotal: 160ms\tremaining: 551ms\n",
      "45:\tlearn: 550.6083352\ttotal: 163ms\tremaining: 547ms\n",
      "46:\tlearn: 547.5018293\ttotal: 167ms\tremaining: 543ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "47:\tlearn: 544.9121968\ttotal: 171ms\tremaining: 543ms\n",
      "48:\tlearn: 543.3280875\ttotal: 177ms\tremaining: 544ms\n",
      "49:\tlearn: 539.9629053\ttotal: 181ms\tremaining: 544ms\n",
      "50:\tlearn: 538.6480028\ttotal: 189ms\tremaining: 551ms\n",
      "51:\tlearn: 535.4452484\ttotal: 193ms\tremaining: 550ms\n",
      "52:\tlearn: 532.8240153\ttotal: 198ms\tremaining: 549ms\n",
      "53:\tlearn: 530.3064035\ttotal: 202ms\tremaining: 546ms\n",
      "54:\tlearn: 529.3388300\ttotal: 206ms\tremaining: 543ms\n",
      "55:\tlearn: 529.0398442\ttotal: 211ms\tremaining: 543ms\n",
      "56:\tlearn: 527.7704685\ttotal: 215ms\tremaining: 540ms\n",
      "57:\tlearn: 523.3034311\ttotal: 219ms\tremaining: 535ms\n",
      "58:\tlearn: 520.3118752\ttotal: 222ms\tremaining: 531ms\n",
      "59:\tlearn: 518.9488241\ttotal: 226ms\tremaining: 526ms\n",
      "60:\tlearn: 517.8929231\ttotal: 229ms\tremaining: 523ms\n",
      "61:\tlearn: 514.8254986\ttotal: 233ms\tremaining: 518ms\n",
      "62:\tlearn: 512.9308924\ttotal: 236ms\tremaining: 514ms\n",
      "63:\tlearn: 511.7532182\ttotal: 240ms\tremaining: 509ms\n",
      "64:\tlearn: 509.3306972\ttotal: 243ms\tremaining: 505ms\n",
      "65:\tlearn: 508.8920043\ttotal: 246ms\tremaining: 500ms\n",
      "66:\tlearn: 508.0385694\ttotal: 250ms\tremaining: 496ms\n",
      "67:\tlearn: 507.7356581\ttotal: 253ms\tremaining: 491ms\n",
      "68:\tlearn: 506.6835514\ttotal: 257ms\tremaining: 487ms\n",
      "69:\tlearn: 506.0860500\ttotal: 261ms\tremaining: 484ms\n",
      "70:\tlearn: 504.2609001\ttotal: 264ms\tremaining: 480ms\n",
      "71:\tlearn: 503.4488424\ttotal: 267ms\tremaining: 475ms\n",
      "72:\tlearn: 502.8601156\ttotal: 271ms\tremaining: 471ms\n",
      "73:\tlearn: 500.9478690\ttotal: 275ms\tremaining: 468ms\n",
      "74:\tlearn: 499.0933976\ttotal: 278ms\tremaining: 464ms\n",
      "75:\tlearn: 498.9350835\ttotal: 282ms\tremaining: 459ms\n",
      "76:\tlearn: 496.3047311\ttotal: 300ms\tremaining: 479ms\n",
      "77:\tlearn: 495.6544144\ttotal: 303ms\tremaining: 474ms\n",
      "78:\tlearn: 495.3699691\ttotal: 307ms\tremaining: 470ms\n",
      "79:\tlearn: 495.2693166\ttotal: 310ms\tremaining: 465ms\n",
      "80:\tlearn: 494.2629579\ttotal: 314ms\tremaining: 461ms\n",
      "81:\tlearn: 493.7285274\ttotal: 317ms\tremaining: 456ms\n",
      "82:\tlearn: 491.2822070\ttotal: 321ms\tremaining: 452ms\n",
      "83:\tlearn: 488.6573915\ttotal: 324ms\tremaining: 448ms\n",
      "84:\tlearn: 487.9399267\ttotal: 328ms\tremaining: 444ms\n",
      "85:\tlearn: 486.7530787\ttotal: 331ms\tremaining: 439ms\n",
      "86:\tlearn: 486.0085841\ttotal: 335ms\tremaining: 435ms\n",
      "87:\tlearn: 485.2792585\ttotal: 340ms\tremaining: 433ms\n",
      "88:\tlearn: 484.4547459\ttotal: 345ms\tremaining: 430ms\n",
      "89:\tlearn: 484.3114009\ttotal: 350ms\tremaining: 427ms\n",
      "90:\tlearn: 482.4539488\ttotal: 354ms\tremaining: 424ms\n",
      "91:\tlearn: 482.3044214\ttotal: 359ms\tremaining: 421ms\n",
      "92:\tlearn: 481.5872955\ttotal: 365ms\tremaining: 420ms\n",
      "93:\tlearn: 480.7490344\ttotal: 368ms\tremaining: 415ms\n",
      "94:\tlearn: 478.9739722\ttotal: 372ms\tremaining: 411ms\n",
      "95:\tlearn: 475.3605265\ttotal: 375ms\tremaining: 407ms\n",
      "96:\tlearn: 474.9720244\ttotal: 379ms\tremaining: 402ms\n",
      "97:\tlearn: 474.2166971\ttotal: 382ms\tremaining: 398ms\n",
      "98:\tlearn: 474.1084385\ttotal: 386ms\tremaining: 393ms\n",
      "99:\tlearn: 473.1649574\ttotal: 389ms\tremaining: 389ms\n",
      "100:\tlearn: 472.3096549\ttotal: 392ms\tremaining: 384ms\n",
      "101:\tlearn: 471.5587960\ttotal: 396ms\tremaining: 381ms\n",
      "102:\tlearn: 471.3771036\ttotal: 400ms\tremaining: 376ms\n",
      "103:\tlearn: 470.7927789\ttotal: 403ms\tremaining: 372ms\n",
      "104:\tlearn: 469.1200060\ttotal: 406ms\tremaining: 368ms\n",
      "105:\tlearn: 468.6421406\ttotal: 410ms\tremaining: 364ms\n",
      "106:\tlearn: 467.5926616\ttotal: 414ms\tremaining: 360ms\n",
      "107:\tlearn: 467.1454180\ttotal: 417ms\tremaining: 355ms\n",
      "108:\tlearn: 464.6981544\ttotal: 421ms\tremaining: 351ms\n",
      "109:\tlearn: 463.7303389\ttotal: 425ms\tremaining: 348ms\n",
      "110:\tlearn: 463.2419197\ttotal: 429ms\tremaining: 344ms\n",
      "111:\tlearn: 461.9932217\ttotal: 432ms\tremaining: 339ms\n",
      "112:\tlearn: 461.6912660\ttotal: 435ms\tremaining: 335ms\n",
      "113:\tlearn: 460.8447088\ttotal: 439ms\tremaining: 331ms\n",
      "114:\tlearn: 458.0859552\ttotal: 442ms\tremaining: 327ms\n",
      "115:\tlearn: 457.1602365\ttotal: 446ms\tremaining: 323ms\n",
      "116:\tlearn: 456.8667485\ttotal: 449ms\tremaining: 319ms\n",
      "117:\tlearn: 455.4055734\ttotal: 455ms\tremaining: 316ms\n",
      "118:\tlearn: 453.2054898\ttotal: 459ms\tremaining: 312ms\n",
      "119:\tlearn: 452.9172106\ttotal: 462ms\tremaining: 308ms\n",
      "120:\tlearn: 452.2772662\ttotal: 465ms\tremaining: 304ms\n",
      "121:\tlearn: 451.7849371\ttotal: 469ms\tremaining: 300ms\n",
      "122:\tlearn: 451.7077335\ttotal: 472ms\tremaining: 295ms\n",
      "123:\tlearn: 450.5513463\ttotal: 475ms\tremaining: 291ms\n",
      "124:\tlearn: 450.3035087\ttotal: 479ms\tremaining: 287ms\n",
      "125:\tlearn: 449.5461377\ttotal: 482ms\tremaining: 283ms\n",
      "126:\tlearn: 448.7677233\ttotal: 486ms\tremaining: 279ms\n",
      "127:\tlearn: 447.5840502\ttotal: 489ms\tremaining: 275ms\n",
      "128:\tlearn: 447.3692790\ttotal: 492ms\tremaining: 271ms\n",
      "129:\tlearn: 446.7056929\ttotal: 496ms\tremaining: 267ms\n",
      "130:\tlearn: 445.5316650\ttotal: 499ms\tremaining: 263ms\n",
      "131:\tlearn: 445.0601953\ttotal: 503ms\tremaining: 259ms\n",
      "132:\tlearn: 444.9340315\ttotal: 508ms\tremaining: 256ms\n",
      "133:\tlearn: 442.5114386\ttotal: 513ms\tremaining: 252ms\n",
      "134:\tlearn: 442.2390679\ttotal: 517ms\tremaining: 249ms\n",
      "135:\tlearn: 440.9927717\ttotal: 524ms\tremaining: 246ms\n",
      "136:\tlearn: 439.7532601\ttotal: 528ms\tremaining: 243ms\n",
      "137:\tlearn: 439.4716575\ttotal: 535ms\tremaining: 240ms\n",
      "138:\tlearn: 438.6001692\ttotal: 539ms\tremaining: 236ms\n",
      "139:\tlearn: 438.0271071\ttotal: 542ms\tremaining: 232ms\n",
      "140:\tlearn: 437.4440169\ttotal: 546ms\tremaining: 229ms\n",
      "141:\tlearn: 437.1338727\ttotal: 549ms\tremaining: 224ms\n",
      "142:\tlearn: 436.7106337\ttotal: 552ms\tremaining: 220ms\n",
      "143:\tlearn: 435.5373752\ttotal: 556ms\tremaining: 216ms\n",
      "144:\tlearn: 433.8606431\ttotal: 560ms\tremaining: 212ms\n",
      "145:\tlearn: 433.5887082\ttotal: 563ms\tremaining: 208ms\n",
      "146:\tlearn: 433.3351529\ttotal: 567ms\tremaining: 204ms\n",
      "147:\tlearn: 433.0036482\ttotal: 570ms\tremaining: 200ms\n",
      "148:\tlearn: 432.7978295\ttotal: 573ms\tremaining: 196ms\n",
      "149:\tlearn: 432.5580417\ttotal: 577ms\tremaining: 192ms\n",
      "150:\tlearn: 431.8988844\ttotal: 580ms\tremaining: 188ms\n",
      "151:\tlearn: 431.8298387\ttotal: 584ms\tremaining: 184ms\n",
      "152:\tlearn: 431.7389572\ttotal: 587ms\tremaining: 180ms\n",
      "153:\tlearn: 431.6403754\ttotal: 590ms\tremaining: 176ms\n",
      "154:\tlearn: 430.8611580\ttotal: 594ms\tremaining: 172ms\n",
      "155:\tlearn: 430.7219052\ttotal: 597ms\tremaining: 168ms\n",
      "156:\tlearn: 430.1019143\ttotal: 600ms\tremaining: 164ms\n",
      "157:\tlearn: 429.9947804\ttotal: 604ms\tremaining: 160ms\n",
      "158:\tlearn: 429.7533585\ttotal: 607ms\tremaining: 157ms\n",
      "159:\tlearn: 428.2102820\ttotal: 611ms\tremaining: 153ms\n",
      "160:\tlearn: 427.9876849\ttotal: 614ms\tremaining: 149ms\n",
      "161:\tlearn: 427.9805775\ttotal: 617ms\tremaining: 145ms\n",
      "162:\tlearn: 424.8702952\ttotal: 621ms\tremaining: 141ms\n",
      "163:\tlearn: 424.6024761\ttotal: 624ms\tremaining: 137ms\n",
      "164:\tlearn: 424.4643021\ttotal: 627ms\tremaining: 133ms\n",
      "165:\tlearn: 424.4351674\ttotal: 631ms\tremaining: 129ms\n",
      "166:\tlearn: 423.7007598\ttotal: 636ms\tremaining: 126ms\n",
      "167:\tlearn: 423.2996501\ttotal: 641ms\tremaining: 122ms\n",
      "168:\tlearn: 422.7005663\ttotal: 646ms\tremaining: 118ms\n",
      "169:\tlearn: 422.2224292\ttotal: 650ms\tremaining: 115ms\n",
      "170:\tlearn: 421.9698840\ttotal: 653ms\tremaining: 111ms\n",
      "171:\tlearn: 421.6798935\ttotal: 656ms\tremaining: 107ms\n",
      "172:\tlearn: 421.4781997\ttotal: 660ms\tremaining: 103ms\n",
      "173:\tlearn: 420.9893633\ttotal: 663ms\tremaining: 99.1ms\n",
      "174:\tlearn: 419.8462548\ttotal: 667ms\tremaining: 95.3ms\n",
      "175:\tlearn: 419.7302822\ttotal: 670ms\tremaining: 91.4ms\n",
      "176:\tlearn: 419.2522424\ttotal: 673ms\tremaining: 87.5ms\n",
      "177:\tlearn: 418.9195979\ttotal: 681ms\tremaining: 84.2ms\n",
      "178:\tlearn: 418.8693447\ttotal: 686ms\tremaining: 80.5ms\n",
      "179:\tlearn: 418.5872921\ttotal: 691ms\tremaining: 76.8ms\n",
      "180:\tlearn: 418.3674698\ttotal: 695ms\tremaining: 72.9ms\n",
      "181:\tlearn: 416.5622745\ttotal: 699ms\tremaining: 69.1ms\n",
      "182:\tlearn: 415.8275738\ttotal: 702ms\tremaining: 65.2ms\n",
      "183:\tlearn: 415.5164777\ttotal: 706ms\tremaining: 61.4ms\n",
      "184:\tlearn: 415.1043927\ttotal: 709ms\tremaining: 57.5ms\n",
      "185:\tlearn: 414.8015641\ttotal: 712ms\tremaining: 53.6ms\n",
      "186:\tlearn: 413.9808562\ttotal: 716ms\tremaining: 49.8ms\n",
      "187:\tlearn: 413.8543003\ttotal: 719ms\tremaining: 45.9ms\n",
      "188:\tlearn: 413.7144154\ttotal: 723ms\tremaining: 42.1ms\n",
      "189:\tlearn: 413.1096348\ttotal: 726ms\tremaining: 38.2ms\n",
      "190:\tlearn: 413.0925618\ttotal: 730ms\tremaining: 34.4ms\n",
      "191:\tlearn: 413.0276446\ttotal: 733ms\tremaining: 30.5ms\n",
      "192:\tlearn: 411.1012002\ttotal: 736ms\tremaining: 26.7ms\n",
      "193:\tlearn: 410.0882829\ttotal: 740ms\tremaining: 22.9ms\n",
      "194:\tlearn: 408.7576628\ttotal: 743ms\tremaining: 19.1ms\n",
      "195:\tlearn: 408.1993685\ttotal: 746ms\tremaining: 15.2ms\n",
      "196:\tlearn: 407.3431669\ttotal: 750ms\tremaining: 11.4ms\n",
      "197:\tlearn: 407.3141486\ttotal: 753ms\tremaining: 7.6ms\n",
      "198:\tlearn: 406.1989715\ttotal: 756ms\tremaining: 3.8ms\n",
      "199:\tlearn: 405.7924875\ttotal: 760ms\tremaining: 0us\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:\tlearn: 1157.1210770\ttotal: 2.96ms\tremaining: 382ms\n",
      "1:\tlearn: 1092.7592381\ttotal: 6.44ms\tremaining: 412ms\n",
      "2:\tlearn: 1063.1227288\ttotal: 9.63ms\tremaining: 408ms\n",
      "3:\tlearn: 1033.3135407\ttotal: 12.9ms\tremaining: 406ms\n",
      "4:\tlearn: 1015.9492851\ttotal: 16.3ms\tremaining: 408ms\n",
      "5:\tlearn: 997.4091816\ttotal: 19.4ms\tremaining: 402ms\n",
      "6:\tlearn: 962.6297184\ttotal: 23.2ms\tremaining: 408ms\n",
      "7:\tlearn: 951.8000514\ttotal: 26.6ms\tremaining: 405ms\n",
      "8:\tlearn: 931.9180151\ttotal: 29.8ms\tremaining: 401ms\n",
      "9:\tlearn: 910.4874635\ttotal: 33.2ms\tremaining: 399ms\n",
      "10:\tlearn: 893.0642146\ttotal: 36.4ms\tremaining: 394ms\n",
      "11:\tlearn: 875.2399622\ttotal: 40ms\tremaining: 393ms\n",
      "12:\tlearn: 861.6584017\ttotal: 43.4ms\tremaining: 391ms\n",
      "13:\tlearn: 838.9686297\ttotal: 46.8ms\tremaining: 388ms\n",
      "14:\tlearn: 830.3302521\ttotal: 50.1ms\tremaining: 384ms\n",
      "15:\tlearn: 815.7237716\ttotal: 53.9ms\tremaining: 384ms\n",
      "16:\tlearn: 797.2008181\ttotal: 57.3ms\tremaining: 381ms\n",
      "17:\tlearn: 782.8682845\ttotal: 60.6ms\tremaining: 377ms\n",
      "18:\tlearn: 771.8954274\ttotal: 63.7ms\tremaining: 372ms\n",
      "19:\tlearn: 758.0331635\ttotal: 67.1ms\tremaining: 369ms\n",
      "20:\tlearn: 743.2746088\ttotal: 70.8ms\tremaining: 367ms\n",
      "21:\tlearn: 732.1701655\ttotal: 74.1ms\tremaining: 364ms\n",
      "22:\tlearn: 719.1420112\ttotal: 77.8ms\tremaining: 362ms\n",
      "23:\tlearn: 703.4270896\ttotal: 81.2ms\tremaining: 359ms\n",
      "24:\tlearn: 689.8630046\ttotal: 84.9ms\tremaining: 356ms\n",
      "25:\tlearn: 678.6371625\ttotal: 87.9ms\tremaining: 352ms\n",
      "26:\tlearn: 670.0767233\ttotal: 91ms\tremaining: 347ms\n",
      "27:\tlearn: 662.3181514\ttotal: 94.1ms\tremaining: 343ms\n",
      "28:\tlearn: 653.3933592\ttotal: 97.2ms\tremaining: 338ms\n",
      "29:\tlearn: 644.7641116\ttotal: 101ms\tremaining: 335ms\n",
      "30:\tlearn: 635.7922840\ttotal: 104ms\tremaining: 331ms\n",
      "31:\tlearn: 620.6671684\ttotal: 107ms\tremaining: 327ms\n",
      "32:\tlearn: 610.0208178\ttotal: 110ms\tremaining: 322ms\n",
      "33:\tlearn: 601.8231685\ttotal: 113ms\tremaining: 318ms\n",
      "34:\tlearn: 594.7121767\ttotal: 116ms\tremaining: 314ms\n",
      "35:\tlearn: 588.2533492\ttotal: 119ms\tremaining: 310ms\n",
      "36:\tlearn: 583.7112147\ttotal: 122ms\tremaining: 307ms\n",
      "37:\tlearn: 576.8343672\ttotal: 125ms\tremaining: 303ms\n",
      "38:\tlearn: 570.2348336\ttotal: 128ms\tremaining: 299ms\n",
      "39:\tlearn: 565.2603506\ttotal: 131ms\tremaining: 296ms\n",
      "40:\tlearn: 561.7688506\ttotal: 134ms\tremaining: 292ms\n",
      "41:\tlearn: 554.5941290\ttotal: 137ms\tremaining: 288ms\n",
      "42:\tlearn: 548.1905934\ttotal: 140ms\tremaining: 284ms\n",
      "43:\tlearn: 542.5917273\ttotal: 144ms\tremaining: 281ms\n",
      "44:\tlearn: 538.4027466\ttotal: 147ms\tremaining: 277ms\n",
      "45:\tlearn: 533.7505276\ttotal: 150ms\tremaining: 274ms\n",
      "46:\tlearn: 527.5336775\ttotal: 153ms\tremaining: 270ms\n",
      "47:\tlearn: 522.0341135\ttotal: 156ms\tremaining: 266ms\n",
      "48:\tlearn: 516.5063504\ttotal: 160ms\tremaining: 264ms\n",
      "49:\tlearn: 510.0590518\ttotal: 163ms\tremaining: 260ms\n",
      "50:\tlearn: 502.2506686\ttotal: 166ms\tremaining: 257ms\n",
      "51:\tlearn: 495.8092284\ttotal: 170ms\tremaining: 255ms\n",
      "52:\tlearn: 492.3525342\ttotal: 175ms\tremaining: 254ms\n",
      "53:\tlearn: 489.2027391\ttotal: 179ms\tremaining: 252ms\n",
      "54:\tlearn: 484.6936045\ttotal: 184ms\tremaining: 251ms\n",
      "55:\tlearn: 479.3694534\ttotal: 189ms\tremaining: 250ms\n",
      "56:\tlearn: 475.0749772\ttotal: 194ms\tremaining: 248ms\n",
      "57:\tlearn: 465.0944941\ttotal: 198ms\tremaining: 246ms\n",
      "58:\tlearn: 458.2936668\ttotal: 201ms\tremaining: 242ms\n",
      "59:\tlearn: 455.4321059\ttotal: 205ms\tremaining: 239ms\n",
      "60:\tlearn: 451.6397759\ttotal: 208ms\tremaining: 235ms\n",
      "61:\tlearn: 445.7729880\ttotal: 211ms\tremaining: 231ms\n",
      "62:\tlearn: 441.4645514\ttotal: 214ms\tremaining: 228ms\n",
      "63:\tlearn: 436.9627823\ttotal: 218ms\tremaining: 225ms\n",
      "64:\tlearn: 432.3411378\ttotal: 221ms\tremaining: 221ms\n",
      "65:\tlearn: 428.1825244\ttotal: 224ms\tremaining: 217ms\n",
      "66:\tlearn: 424.8472708\ttotal: 227ms\tremaining: 213ms\n",
      "67:\tlearn: 419.1247846\ttotal: 230ms\tremaining: 210ms\n",
      "68:\tlearn: 416.2666026\ttotal: 234ms\tremaining: 206ms\n",
      "69:\tlearn: 409.1668186\ttotal: 237ms\tremaining: 203ms\n",
      "70:\tlearn: 403.5155810\ttotal: 240ms\tremaining: 199ms\n",
      "71:\tlearn: 400.8388194\ttotal: 243ms\tremaining: 195ms\n",
      "72:\tlearn: 398.2959345\ttotal: 246ms\tremaining: 192ms\n",
      "73:\tlearn: 396.7658235\ttotal: 249ms\tremaining: 188ms\n",
      "74:\tlearn: 394.5324425\ttotal: 252ms\tremaining: 185ms\n",
      "75:\tlearn: 392.0250802\ttotal: 255ms\tremaining: 181ms\n",
      "76:\tlearn: 386.1110125\ttotal: 258ms\tremaining: 178ms\n",
      "77:\tlearn: 383.0282753\ttotal: 261ms\tremaining: 174ms\n",
      "78:\tlearn: 381.3168591\ttotal: 264ms\tremaining: 171ms\n",
      "79:\tlearn: 374.9071162\ttotal: 267ms\tremaining: 167ms\n",
      "80:\tlearn: 370.1896906\ttotal: 271ms\tremaining: 164ms\n",
      "81:\tlearn: 367.6650945\ttotal: 274ms\tremaining: 160ms\n",
      "82:\tlearn: 365.4075042\ttotal: 277ms\tremaining: 157ms\n",
      "83:\tlearn: 361.3250812\ttotal: 280ms\tremaining: 154ms\n",
      "84:\tlearn: 357.3490452\ttotal: 283ms\tremaining: 150ms\n",
      "85:\tlearn: 353.3579818\ttotal: 286ms\tremaining: 147ms\n",
      "86:\tlearn: 350.1569471\ttotal: 289ms\tremaining: 143ms\n",
      "87:\tlearn: 347.6211330\ttotal: 300ms\tremaining: 143ms\n",
      "88:\tlearn: 345.9471717\ttotal: 303ms\tremaining: 140ms\n",
      "89:\tlearn: 344.0378685\ttotal: 306ms\tremaining: 136ms\n",
      "90:\tlearn: 339.7960402\ttotal: 309ms\tremaining: 133ms\n",
      "91:\tlearn: 337.8966625\ttotal: 313ms\tremaining: 129ms\n",
      "92:\tlearn: 335.3226089\ttotal: 316ms\tremaining: 126ms\n",
      "93:\tlearn: 332.4411705\ttotal: 319ms\tremaining: 122ms\n",
      "94:\tlearn: 330.8892091\ttotal: 322ms\tremaining: 119ms\n",
      "95:\tlearn: 328.1572983\ttotal: 325ms\tremaining: 115ms\n",
      "96:\tlearn: 325.9645442\ttotal: 328ms\tremaining: 112ms\n",
      "97:\tlearn: 323.9010769\ttotal: 331ms\tremaining: 108ms\n",
      "98:\tlearn: 321.8907058\ttotal: 334ms\tremaining: 105ms\n",
      "99:\tlearn: 318.9723648\ttotal: 339ms\tremaining: 102ms\n",
      "100:\tlearn: 315.9300966\ttotal: 345ms\tremaining: 99ms\n",
      "101:\tlearn: 314.4885035\ttotal: 349ms\tremaining: 95.8ms\n",
      "102:\tlearn: 312.8121461\ttotal: 354ms\tremaining: 92.7ms\n",
      "103:\tlearn: 310.6997382\ttotal: 358ms\tremaining: 89.5ms\n",
      "104:\tlearn: 306.1469890\ttotal: 362ms\tremaining: 86.3ms\n",
      "105:\tlearn: 302.1190730\ttotal: 368ms\tremaining: 83.4ms\n",
      "106:\tlearn: 298.3621891\ttotal: 372ms\tremaining: 79.9ms\n",
      "107:\tlearn: 297.3377550\ttotal: 375ms\tremaining: 76.3ms\n",
      "108:\tlearn: 294.1326960\ttotal: 378ms\tremaining: 72.7ms\n",
      "109:\tlearn: 290.5134454\ttotal: 381ms\tremaining: 69.4ms\n",
      "110:\tlearn: 288.3577472\ttotal: 385ms\tremaining: 65.8ms\n",
      "111:\tlearn: 285.9642117\ttotal: 387ms\tremaining: 62.3ms\n",
      "112:\tlearn: 284.8714798\ttotal: 390ms\tremaining: 58.7ms\n",
      "113:\tlearn: 283.4861682\ttotal: 394ms\tremaining: 55.2ms\n",
      "114:\tlearn: 280.7176233\ttotal: 397ms\tremaining: 51.8ms\n",
      "115:\tlearn: 277.1067168\ttotal: 400ms\tremaining: 48.3ms\n",
      "116:\tlearn: 274.8318728\ttotal: 403ms\tremaining: 44.8ms\n",
      "117:\tlearn: 272.8566587\ttotal: 406ms\tremaining: 41.3ms\n",
      "118:\tlearn: 271.6742590\ttotal: 409ms\tremaining: 37.8ms\n",
      "119:\tlearn: 269.4667234\ttotal: 413ms\tremaining: 34.4ms\n",
      "120:\tlearn: 267.0407035\ttotal: 416ms\tremaining: 30.9ms\n",
      "121:\tlearn: 264.1732643\ttotal: 419ms\tremaining: 27.5ms\n",
      "122:\tlearn: 261.9908692\ttotal: 422ms\tremaining: 24ms\n",
      "123:\tlearn: 259.9051318\ttotal: 425ms\tremaining: 20.6ms\n",
      "124:\tlearn: 258.5924269\ttotal: 428ms\tremaining: 17.1ms\n",
      "125:\tlearn: 255.6148897\ttotal: 431ms\tremaining: 13.7ms\n",
      "126:\tlearn: 253.4677907\ttotal: 434ms\tremaining: 10.3ms\n",
      "127:\tlearn: 250.6693872\ttotal: 437ms\tremaining: 6.83ms\n",
      "128:\tlearn: 249.2881262\ttotal: 441ms\tremaining: 3.42ms\n",
      "129:\tlearn: 247.5741040\ttotal: 444ms\tremaining: 0us\n",
      "0:\tlearn: 1166.6529089\ttotal: 9.11ms\tremaining: 1.18s\n",
      "1:\tlearn: 1106.6968844\ttotal: 17.4ms\tremaining: 1.11s\n",
      "2:\tlearn: 1076.2917659\ttotal: 21.8ms\tremaining: 923ms\n",
      "3:\tlearn: 1051.9565827\ttotal: 26.9ms\tremaining: 848ms\n",
      "4:\tlearn: 1033.6572175\ttotal: 31.4ms\tremaining: 786ms\n",
      "5:\tlearn: 1000.7671687\ttotal: 35.9ms\tremaining: 742ms\n",
      "6:\tlearn: 974.7947832\ttotal: 41ms\tremaining: 720ms\n",
      "7:\tlearn: 962.1122598\ttotal: 45.1ms\tremaining: 687ms\n",
      "8:\tlearn: 945.0444888\ttotal: 48.5ms\tremaining: 652ms\n",
      "9:\tlearn: 929.3303355\ttotal: 51.8ms\tremaining: 622ms\n",
      "10:\tlearn: 925.2041945\ttotal: 53.8ms\tremaining: 582ms\n",
      "11:\tlearn: 902.1064042\ttotal: 57.5ms\tremaining: 566ms\n",
      "12:\tlearn: 883.1368556\ttotal: 60.9ms\tremaining: 548ms\n",
      "13:\tlearn: 872.5436628\ttotal: 64.2ms\tremaining: 532ms\n",
      "14:\tlearn: 846.0713063\ttotal: 67.6ms\tremaining: 518ms\n",
      "15:\tlearn: 836.8226010\ttotal: 71.2ms\tremaining: 508ms\n",
      "16:\tlearn: 820.3552754\ttotal: 74.7ms\tremaining: 496ms\n",
      "17:\tlearn: 806.3165740\ttotal: 78.2ms\tremaining: 486ms\n",
      "18:\tlearn: 779.5923019\ttotal: 81.5ms\tremaining: 476ms\n",
      "19:\tlearn: 770.8077786\ttotal: 84.7ms\tremaining: 466ms\n",
      "20:\tlearn: 758.2772537\ttotal: 88.3ms\tremaining: 459ms\n",
      "21:\tlearn: 745.0771257\ttotal: 91.5ms\tremaining: 449ms\n",
      "22:\tlearn: 732.3393309\ttotal: 94.5ms\tremaining: 440ms\n",
      "23:\tlearn: 723.2830305\ttotal: 97.6ms\tremaining: 431ms\n",
      "24:\tlearn: 717.9870730\ttotal: 101ms\tremaining: 423ms\n",
      "25:\tlearn: 710.2307463\ttotal: 104ms\tremaining: 416ms\n",
      "26:\tlearn: 697.5757834\ttotal: 107ms\tremaining: 408ms\n",
      "27:\tlearn: 689.8193096\ttotal: 110ms\tremaining: 401ms\n",
      "28:\tlearn: 683.7623911\ttotal: 113ms\tremaining: 394ms\n",
      "29:\tlearn: 670.4817159\ttotal: 117ms\tremaining: 389ms\n",
      "30:\tlearn: 660.0617783\ttotal: 120ms\tremaining: 383ms\n",
      "31:\tlearn: 651.3186381\ttotal: 123ms\tremaining: 378ms\n",
      "32:\tlearn: 643.2330134\ttotal: 126ms\tremaining: 371ms\n",
      "33:\tlearn: 633.0736308\ttotal: 129ms\tremaining: 365ms\n",
      "34:\tlearn: 628.8650397\ttotal: 133ms\tremaining: 361ms\n",
      "35:\tlearn: 619.0949802\ttotal: 136ms\tremaining: 355ms\n",
      "36:\tlearn: 607.7727982\ttotal: 139ms\tremaining: 349ms\n",
      "37:\tlearn: 602.3045492\ttotal: 142ms\tremaining: 344ms\n",
      "38:\tlearn: 598.2820719\ttotal: 145ms\tremaining: 338ms\n",
      "39:\tlearn: 594.0806815\ttotal: 148ms\tremaining: 334ms\n",
      "40:\tlearn: 588.6610264\ttotal: 152ms\tremaining: 329ms\n",
      "41:\tlearn: 582.5660800\ttotal: 155ms\tremaining: 324ms\n",
      "42:\tlearn: 575.8828608\ttotal: 159ms\tremaining: 321ms\n",
      "43:\tlearn: 570.5888013\ttotal: 163ms\tremaining: 319ms\n",
      "44:\tlearn: 562.8936232\ttotal: 168ms\tremaining: 316ms\n",
      "45:\tlearn: 559.1228293\ttotal: 171ms\tremaining: 313ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "46:\tlearn: 553.1519150\ttotal: 176ms\tremaining: 311ms\n",
      "47:\tlearn: 546.6087348\ttotal: 181ms\tremaining: 309ms\n",
      "48:\tlearn: 540.4656781\ttotal: 185ms\tremaining: 306ms\n",
      "49:\tlearn: 537.0805203\ttotal: 190ms\tremaining: 305ms\n",
      "50:\tlearn: 531.1742499\ttotal: 195ms\tremaining: 302ms\n",
      "51:\tlearn: 523.8292534\ttotal: 199ms\tremaining: 299ms\n",
      "52:\tlearn: 518.5474997\ttotal: 203ms\tremaining: 295ms\n",
      "53:\tlearn: 511.7246281\ttotal: 210ms\tremaining: 295ms\n",
      "54:\tlearn: 505.5827195\ttotal: 214ms\tremaining: 292ms\n",
      "55:\tlearn: 499.3342968\ttotal: 218ms\tremaining: 287ms\n",
      "56:\tlearn: 494.7822872\ttotal: 222ms\tremaining: 284ms\n",
      "57:\tlearn: 489.5193547\ttotal: 225ms\tremaining: 279ms\n",
      "58:\tlearn: 483.5149753\ttotal: 228ms\tremaining: 274ms\n",
      "59:\tlearn: 480.2318847\ttotal: 231ms\tremaining: 269ms\n",
      "60:\tlearn: 475.3372806\ttotal: 234ms\tremaining: 264ms\n",
      "61:\tlearn: 470.6434571\ttotal: 237ms\tremaining: 260ms\n",
      "62:\tlearn: 467.8941981\ttotal: 240ms\tremaining: 255ms\n",
      "63:\tlearn: 464.2720349\ttotal: 243ms\tremaining: 250ms\n",
      "64:\tlearn: 461.8012510\ttotal: 246ms\tremaining: 246ms\n",
      "65:\tlearn: 459.5678673\ttotal: 249ms\tremaining: 242ms\n",
      "66:\tlearn: 453.2119901\ttotal: 252ms\tremaining: 237ms\n",
      "67:\tlearn: 450.0907929\ttotal: 255ms\tremaining: 233ms\n",
      "68:\tlearn: 443.1902448\ttotal: 258ms\tremaining: 228ms\n",
      "69:\tlearn: 437.2228060\ttotal: 261ms\tremaining: 224ms\n",
      "70:\tlearn: 433.1371755\ttotal: 265ms\tremaining: 220ms\n",
      "71:\tlearn: 429.6994984\ttotal: 268ms\tremaining: 216ms\n",
      "72:\tlearn: 425.3362489\ttotal: 271ms\tremaining: 211ms\n",
      "73:\tlearn: 419.8477593\ttotal: 274ms\tremaining: 207ms\n",
      "74:\tlearn: 417.1859742\ttotal: 277ms\tremaining: 203ms\n",
      "75:\tlearn: 412.9948993\ttotal: 280ms\tremaining: 199ms\n",
      "76:\tlearn: 409.2431421\ttotal: 283ms\tremaining: 195ms\n",
      "77:\tlearn: 403.4794919\ttotal: 286ms\tremaining: 191ms\n",
      "78:\tlearn: 400.6615693\ttotal: 289ms\tremaining: 187ms\n",
      "79:\tlearn: 396.7831909\ttotal: 292ms\tremaining: 183ms\n",
      "80:\tlearn: 390.8531640\ttotal: 295ms\tremaining: 179ms\n",
      "81:\tlearn: 386.0650624\ttotal: 299ms\tremaining: 175ms\n",
      "82:\tlearn: 382.9210363\ttotal: 302ms\tremaining: 171ms\n",
      "83:\tlearn: 377.7926064\ttotal: 305ms\tremaining: 167ms\n",
      "84:\tlearn: 374.9111353\ttotal: 308ms\tremaining: 163ms\n",
      "85:\tlearn: 373.2891646\ttotal: 311ms\tremaining: 159ms\n",
      "86:\tlearn: 371.7446515\ttotal: 314ms\tremaining: 155ms\n",
      "87:\tlearn: 368.7767592\ttotal: 317ms\tremaining: 151ms\n",
      "88:\tlearn: 364.3343390\ttotal: 320ms\tremaining: 148ms\n",
      "89:\tlearn: 362.5085618\ttotal: 324ms\tremaining: 144ms\n",
      "90:\tlearn: 360.5173475\ttotal: 327ms\tremaining: 140ms\n",
      "91:\tlearn: 356.7098987\ttotal: 330ms\tremaining: 136ms\n",
      "92:\tlearn: 353.1896428\ttotal: 333ms\tremaining: 133ms\n",
      "93:\tlearn: 350.6699080\ttotal: 336ms\tremaining: 129ms\n",
      "94:\tlearn: 348.1625880\ttotal: 341ms\tremaining: 126ms\n",
      "95:\tlearn: 345.2363474\ttotal: 345ms\tremaining: 122ms\n",
      "96:\tlearn: 340.5633379\ttotal: 349ms\tremaining: 119ms\n",
      "97:\tlearn: 336.9651923\ttotal: 356ms\tremaining: 116ms\n",
      "98:\tlearn: 334.8317741\ttotal: 360ms\tremaining: 113ms\n",
      "99:\tlearn: 330.2023200\ttotal: 365ms\tremaining: 110ms\n",
      "100:\tlearn: 327.1555530\ttotal: 369ms\tremaining: 106ms\n",
      "101:\tlearn: 324.9566415\ttotal: 372ms\tremaining: 102ms\n",
      "102:\tlearn: 321.6321663\ttotal: 375ms\tremaining: 98.4ms\n",
      "103:\tlearn: 318.9693737\ttotal: 379ms\tremaining: 94.6ms\n",
      "104:\tlearn: 315.4907690\ttotal: 382ms\tremaining: 91ms\n",
      "105:\tlearn: 313.7607848\ttotal: 385ms\tremaining: 87.2ms\n",
      "106:\tlearn: 312.0703618\ttotal: 388ms\tremaining: 83.5ms\n",
      "107:\tlearn: 308.8953727\ttotal: 391ms\tremaining: 79.7ms\n",
      "108:\tlearn: 303.3065746\ttotal: 394ms\tremaining: 76ms\n",
      "109:\tlearn: 302.2363739\ttotal: 398ms\tremaining: 72.4ms\n",
      "110:\tlearn: 299.3667498\ttotal: 401ms\tremaining: 68.7ms\n",
      "111:\tlearn: 296.6315423\ttotal: 404ms\tremaining: 65ms\n",
      "112:\tlearn: 292.6940010\ttotal: 407ms\tremaining: 61.3ms\n",
      "113:\tlearn: 289.0962208\ttotal: 412ms\tremaining: 57.9ms\n",
      "114:\tlearn: 285.6428466\ttotal: 415ms\tremaining: 54.2ms\n",
      "115:\tlearn: 283.0329753\ttotal: 418ms\tremaining: 50.5ms\n",
      "116:\tlearn: 281.1884681\ttotal: 421ms\tremaining: 46.8ms\n",
      "117:\tlearn: 280.0825590\ttotal: 424ms\tremaining: 43.2ms\n",
      "118:\tlearn: 278.2254147\ttotal: 428ms\tremaining: 39.5ms\n",
      "119:\tlearn: 275.8126460\ttotal: 431ms\tremaining: 35.9ms\n",
      "120:\tlearn: 274.0379944\ttotal: 434ms\tremaining: 32.3ms\n",
      "121:\tlearn: 271.6150576\ttotal: 437ms\tremaining: 28.7ms\n",
      "122:\tlearn: 269.8952232\ttotal: 440ms\tremaining: 25ms\n",
      "123:\tlearn: 267.3256710\ttotal: 444ms\tremaining: 21.5ms\n",
      "124:\tlearn: 265.4064468\ttotal: 447ms\tremaining: 17.9ms\n",
      "125:\tlearn: 263.4560859\ttotal: 450ms\tremaining: 14.3ms\n",
      "126:\tlearn: 260.0570182\ttotal: 457ms\tremaining: 10.8ms\n",
      "127:\tlearn: 257.3809701\ttotal: 460ms\tremaining: 7.19ms\n",
      "128:\tlearn: 254.8463693\ttotal: 463ms\tremaining: 3.59ms\n",
      "129:\tlearn: 252.5078926\ttotal: 466ms\tremaining: 0us\n",
      "0:\tlearn: 1155.3837198\ttotal: 3.01ms\tremaining: 389ms\n",
      "1:\tlearn: 1089.3056356\ttotal: 6.48ms\tremaining: 415ms\n",
      "2:\tlearn: 1059.6338685\ttotal: 10.3ms\tremaining: 435ms\n",
      "3:\tlearn: 1034.2944387\ttotal: 13.5ms\tremaining: 427ms\n",
      "4:\tlearn: 1014.2020941\ttotal: 17ms\tremaining: 425ms\n",
      "5:\tlearn: 994.0736646\ttotal: 20.7ms\tremaining: 429ms\n",
      "6:\tlearn: 966.4594405\ttotal: 24.3ms\tremaining: 427ms\n",
      "7:\tlearn: 955.3905245\ttotal: 27.3ms\tremaining: 417ms\n",
      "8:\tlearn: 940.4767670\ttotal: 30.6ms\tremaining: 412ms\n",
      "9:\tlearn: 917.5401767\ttotal: 34.1ms\tremaining: 409ms\n",
      "10:\tlearn: 906.6778333\ttotal: 37.2ms\tremaining: 402ms\n",
      "11:\tlearn: 892.5126105\ttotal: 40.9ms\tremaining: 402ms\n",
      "12:\tlearn: 869.7035469\ttotal: 44.2ms\tremaining: 398ms\n",
      "13:\tlearn: 856.7464701\ttotal: 47.5ms\tremaining: 394ms\n",
      "14:\tlearn: 833.2875603\ttotal: 50.9ms\tremaining: 390ms\n",
      "15:\tlearn: 823.8539421\ttotal: 54.2ms\tremaining: 386ms\n",
      "16:\tlearn: 811.5228318\ttotal: 57.7ms\tremaining: 383ms\n",
      "17:\tlearn: 793.6015219\ttotal: 61.1ms\tremaining: 380ms\n",
      "18:\tlearn: 784.7060561\ttotal: 64.4ms\tremaining: 376ms\n",
      "19:\tlearn: 766.0268526\ttotal: 67.7ms\tremaining: 372ms\n",
      "20:\tlearn: 743.7169380\ttotal: 71.4ms\tremaining: 371ms\n",
      "21:\tlearn: 732.6762702\ttotal: 74.8ms\tremaining: 367ms\n",
      "22:\tlearn: 722.4288932\ttotal: 77.9ms\tremaining: 363ms\n",
      "23:\tlearn: 708.4709738\ttotal: 81.3ms\tremaining: 359ms\n",
      "24:\tlearn: 696.7089109\ttotal: 84.7ms\tremaining: 356ms\n",
      "25:\tlearn: 686.4159252\ttotal: 88.3ms\tremaining: 353ms\n",
      "26:\tlearn: 676.2498577\ttotal: 91.7ms\tremaining: 350ms\n",
      "27:\tlearn: 664.1719120\ttotal: 95ms\tremaining: 346ms\n",
      "28:\tlearn: 655.9363372\ttotal: 98.1ms\tremaining: 342ms\n",
      "29:\tlearn: 649.3760194\ttotal: 102ms\tremaining: 338ms\n",
      "30:\tlearn: 638.8837369\ttotal: 112ms\tremaining: 357ms\n",
      "31:\tlearn: 632.1142192\ttotal: 115ms\tremaining: 352ms\n",
      "32:\tlearn: 625.5883648\ttotal: 119ms\tremaining: 349ms\n",
      "33:\tlearn: 618.2228937\ttotal: 122ms\tremaining: 344ms\n",
      "34:\tlearn: 612.0289101\ttotal: 125ms\tremaining: 340ms\n",
      "35:\tlearn: 602.4099867\ttotal: 128ms\tremaining: 335ms\n",
      "36:\tlearn: 598.8030871\ttotal: 131ms\tremaining: 330ms\n",
      "37:\tlearn: 593.6137732\ttotal: 134ms\tremaining: 326ms\n",
      "38:\tlearn: 589.4040187\ttotal: 137ms\tremaining: 321ms\n",
      "39:\tlearn: 579.6434059\ttotal: 140ms\tremaining: 316ms\n",
      "40:\tlearn: 574.5725485\ttotal: 143ms\tremaining: 311ms\n",
      "41:\tlearn: 570.4907305\ttotal: 146ms\tremaining: 307ms\n",
      "42:\tlearn: 564.1925083\ttotal: 149ms\tremaining: 302ms\n",
      "43:\tlearn: 554.8358449\ttotal: 153ms\tremaining: 298ms\n",
      "44:\tlearn: 545.7609670\ttotal: 156ms\tremaining: 294ms\n",
      "45:\tlearn: 541.2423276\ttotal: 159ms\tremaining: 289ms\n",
      "46:\tlearn: 532.7726039\ttotal: 162ms\tremaining: 286ms\n",
      "47:\tlearn: 528.8922524\ttotal: 165ms\tremaining: 282ms\n",
      "48:\tlearn: 519.9830749\ttotal: 168ms\tremaining: 277ms\n",
      "49:\tlearn: 510.0590893\ttotal: 171ms\tremaining: 273ms\n",
      "50:\tlearn: 504.7603115\ttotal: 175ms\tremaining: 272ms\n",
      "51:\tlearn: 497.5599230\ttotal: 180ms\tremaining: 270ms\n",
      "52:\tlearn: 492.7146666\ttotal: 186ms\tremaining: 270ms\n",
      "53:\tlearn: 485.6038189\ttotal: 190ms\tremaining: 268ms\n",
      "54:\tlearn: 480.8535737\ttotal: 195ms\tremaining: 266ms\n",
      "55:\tlearn: 475.4300906\ttotal: 199ms\tremaining: 263ms\n",
      "56:\tlearn: 468.2643612\ttotal: 205ms\tremaining: 263ms\n",
      "57:\tlearn: 466.2476470\ttotal: 209ms\tremaining: 260ms\n",
      "58:\tlearn: 462.2772412\ttotal: 213ms\tremaining: 256ms\n",
      "59:\tlearn: 456.2202974\ttotal: 216ms\tremaining: 252ms\n",
      "60:\tlearn: 451.6142350\ttotal: 219ms\tremaining: 247ms\n",
      "61:\tlearn: 449.0270470\ttotal: 223ms\tremaining: 244ms\n",
      "62:\tlearn: 443.8484246\ttotal: 226ms\tremaining: 240ms\n",
      "63:\tlearn: 438.6441832\ttotal: 229ms\tremaining: 236ms\n",
      "64:\tlearn: 436.1375081\ttotal: 232ms\tremaining: 232ms\n",
      "65:\tlearn: 431.1390646\ttotal: 235ms\tremaining: 228ms\n",
      "66:\tlearn: 428.2430095\ttotal: 238ms\tremaining: 224ms\n",
      "67:\tlearn: 425.8995648\ttotal: 241ms\tremaining: 220ms\n",
      "68:\tlearn: 425.3845381\ttotal: 244ms\tremaining: 216ms\n",
      "69:\tlearn: 421.9457733\ttotal: 247ms\tremaining: 212ms\n",
      "70:\tlearn: 416.0561807\ttotal: 250ms\tremaining: 208ms\n",
      "71:\tlearn: 412.0773766\ttotal: 254ms\tremaining: 204ms\n",
      "72:\tlearn: 409.1813127\ttotal: 257ms\tremaining: 200ms\n",
      "73:\tlearn: 401.9165835\ttotal: 260ms\tremaining: 197ms\n",
      "74:\tlearn: 397.7471085\ttotal: 263ms\tremaining: 193ms\n",
      "75:\tlearn: 393.9452436\ttotal: 266ms\tremaining: 189ms\n",
      "76:\tlearn: 391.1222164\ttotal: 269ms\tremaining: 185ms\n",
      "77:\tlearn: 387.9384596\ttotal: 272ms\tremaining: 181ms\n",
      "78:\tlearn: 385.1867424\ttotal: 275ms\tremaining: 177ms\n",
      "79:\tlearn: 379.9273219\ttotal: 278ms\tremaining: 174ms\n",
      "80:\tlearn: 376.5459145\ttotal: 281ms\tremaining: 170ms\n",
      "81:\tlearn: 373.6980245\ttotal: 284ms\tremaining: 166ms\n",
      "82:\tlearn: 368.9841700\ttotal: 287ms\tremaining: 162ms\n",
      "83:\tlearn: 366.4860378\ttotal: 290ms\tremaining: 159ms\n",
      "84:\tlearn: 360.4774656\ttotal: 293ms\tremaining: 155ms\n",
      "85:\tlearn: 356.8003267\ttotal: 296ms\tremaining: 152ms\n",
      "86:\tlearn: 354.5268617\ttotal: 299ms\tremaining: 148ms\n",
      "87:\tlearn: 350.1427464\ttotal: 302ms\tremaining: 144ms\n",
      "88:\tlearn: 346.2024111\ttotal: 305ms\tremaining: 141ms\n",
      "89:\tlearn: 343.0631965\ttotal: 308ms\tremaining: 137ms\n",
      "90:\tlearn: 339.2108700\ttotal: 312ms\tremaining: 134ms\n",
      "91:\tlearn: 337.0587075\ttotal: 315ms\tremaining: 130ms\n",
      "92:\tlearn: 333.4094592\ttotal: 318ms\tremaining: 126ms\n",
      "93:\tlearn: 330.5296989\ttotal: 321ms\tremaining: 123ms\n",
      "94:\tlearn: 326.8427870\ttotal: 324ms\tremaining: 119ms\n",
      "95:\tlearn: 325.3994181\ttotal: 327ms\tremaining: 116ms\n",
      "96:\tlearn: 321.7242185\ttotal: 330ms\tremaining: 112ms\n",
      "97:\tlearn: 319.5249527\ttotal: 333ms\tremaining: 109ms\n",
      "98:\tlearn: 317.1418457\ttotal: 336ms\tremaining: 105ms\n",
      "99:\tlearn: 313.8862711\ttotal: 339ms\tremaining: 102ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "100:\tlearn: 311.1876476\ttotal: 344ms\tremaining: 98.7ms\n",
      "101:\tlearn: 307.2557644\ttotal: 348ms\tremaining: 95.6ms\n",
      "102:\tlearn: 305.6399800\ttotal: 352ms\tremaining: 92.4ms\n",
      "103:\tlearn: 303.9306755\ttotal: 357ms\tremaining: 89.3ms\n",
      "104:\tlearn: 301.2053486\ttotal: 362ms\tremaining: 86.1ms\n",
      "105:\tlearn: 297.8474762\ttotal: 367ms\tremaining: 83ms\n",
      "106:\tlearn: 295.7918397\ttotal: 371ms\tremaining: 79.8ms\n",
      "107:\tlearn: 294.0741784\ttotal: 375ms\tremaining: 76.4ms\n",
      "108:\tlearn: 290.8554330\ttotal: 378ms\tremaining: 72.8ms\n",
      "109:\tlearn: 288.9705212\ttotal: 381ms\tremaining: 69.4ms\n",
      "110:\tlearn: 285.8319920\ttotal: 387ms\tremaining: 66.3ms\n",
      "111:\tlearn: 283.3760685\ttotal: 390ms\tremaining: 62.7ms\n",
      "112:\tlearn: 280.4949541\ttotal: 393ms\tremaining: 59.2ms\n",
      "113:\tlearn: 276.7017800\ttotal: 396ms\tremaining: 55.6ms\n",
      "114:\tlearn: 275.4777541\ttotal: 400ms\tremaining: 52.2ms\n",
      "115:\tlearn: 273.8017734\ttotal: 403ms\tremaining: 48.6ms\n",
      "116:\tlearn: 271.3210706\ttotal: 406ms\tremaining: 45.1ms\n",
      "117:\tlearn: 267.4013823\ttotal: 409ms\tremaining: 41.6ms\n",
      "118:\tlearn: 264.5339404\ttotal: 412ms\tremaining: 38.1ms\n",
      "119:\tlearn: 263.0939601\ttotal: 416ms\tremaining: 34.6ms\n",
      "120:\tlearn: 261.5234933\ttotal: 419ms\tremaining: 31.1ms\n",
      "121:\tlearn: 259.3109676\ttotal: 422ms\tremaining: 27.6ms\n",
      "122:\tlearn: 257.8734772\ttotal: 425ms\tremaining: 24.2ms\n",
      "123:\tlearn: 257.1257359\ttotal: 428ms\tremaining: 20.7ms\n",
      "124:\tlearn: 254.9615243\ttotal: 431ms\tremaining: 17.2ms\n",
      "125:\tlearn: 252.0912601\ttotal: 434ms\tremaining: 13.8ms\n",
      "126:\tlearn: 250.3710824\ttotal: 437ms\tremaining: 10.3ms\n",
      "127:\tlearn: 247.9268727\ttotal: 440ms\tremaining: 6.88ms\n",
      "128:\tlearn: 246.3266359\ttotal: 444ms\tremaining: 3.44ms\n",
      "129:\tlearn: 243.7277818\ttotal: 447ms\tremaining: 0us\n",
      "0:\tlearn: 1166.5009079\ttotal: 2.91ms\tremaining: 376ms\n",
      "1:\tlearn: 1074.3438953\ttotal: 6.22ms\tremaining: 398ms\n",
      "2:\tlearn: 1037.3773315\ttotal: 9.54ms\tremaining: 404ms\n",
      "3:\tlearn: 1019.3376816\ttotal: 12.8ms\tremaining: 402ms\n",
      "4:\tlearn: 985.9987177\ttotal: 16.5ms\tremaining: 411ms\n",
      "5:\tlearn: 968.8286707\ttotal: 19.7ms\tremaining: 406ms\n",
      "6:\tlearn: 942.2809525\ttotal: 23ms\tremaining: 404ms\n",
      "7:\tlearn: 930.8725345\ttotal: 26.4ms\tremaining: 402ms\n",
      "8:\tlearn: 917.4608233\ttotal: 29.9ms\tremaining: 401ms\n",
      "9:\tlearn: 905.7087114\ttotal: 33.2ms\tremaining: 398ms\n",
      "10:\tlearn: 887.1034133\ttotal: 36.6ms\tremaining: 396ms\n",
      "11:\tlearn: 872.7654240\ttotal: 40ms\tremaining: 394ms\n",
      "12:\tlearn: 849.4470478\ttotal: 43.3ms\tremaining: 390ms\n",
      "13:\tlearn: 835.7452356\ttotal: 47.1ms\tremaining: 390ms\n",
      "14:\tlearn: 817.1901408\ttotal: 50.4ms\tremaining: 387ms\n",
      "15:\tlearn: 802.7282227\ttotal: 53.6ms\tremaining: 382ms\n",
      "16:\tlearn: 788.4867153\ttotal: 57.1ms\tremaining: 380ms\n",
      "17:\tlearn: 773.4770506\ttotal: 60.6ms\tremaining: 377ms\n",
      "18:\tlearn: 764.0190203\ttotal: 65.5ms\tremaining: 383ms\n",
      "19:\tlearn: 753.3376373\ttotal: 68.8ms\tremaining: 378ms\n",
      "20:\tlearn: 743.7973872\ttotal: 72.2ms\tremaining: 375ms\n",
      "21:\tlearn: 734.3468922\ttotal: 75.5ms\tremaining: 371ms\n",
      "22:\tlearn: 727.9744634\ttotal: 80.3ms\tremaining: 373ms\n",
      "23:\tlearn: 716.6707738\ttotal: 83.5ms\tremaining: 369ms\n",
      "24:\tlearn: 703.3212861\ttotal: 86.7ms\tremaining: 364ms\n",
      "25:\tlearn: 692.9990488\ttotal: 90ms\tremaining: 360ms\n",
      "26:\tlearn: 688.5299625\ttotal: 93.7ms\tremaining: 358ms\n",
      "27:\tlearn: 679.7879742\ttotal: 97ms\tremaining: 353ms\n",
      "28:\tlearn: 664.4936704\ttotal: 100ms\tremaining: 349ms\n",
      "29:\tlearn: 655.7087172\ttotal: 104ms\tremaining: 345ms\n",
      "30:\tlearn: 650.1823488\ttotal: 107ms\tremaining: 341ms\n",
      "31:\tlearn: 639.4976918\ttotal: 110ms\tremaining: 337ms\n",
      "32:\tlearn: 624.2145846\ttotal: 113ms\tremaining: 333ms\n",
      "33:\tlearn: 609.1551226\ttotal: 117ms\tremaining: 329ms\n",
      "34:\tlearn: 603.9717882\ttotal: 120ms\tremaining: 325ms\n",
      "35:\tlearn: 597.1440873\ttotal: 123ms\tremaining: 321ms\n",
      "36:\tlearn: 585.5273567\ttotal: 126ms\tremaining: 317ms\n",
      "37:\tlearn: 577.3749763\ttotal: 129ms\tremaining: 312ms\n",
      "38:\tlearn: 570.0338992\ttotal: 132ms\tremaining: 308ms\n",
      "39:\tlearn: 563.0040727\ttotal: 135ms\tremaining: 304ms\n",
      "40:\tlearn: 556.6054769\ttotal: 139ms\tremaining: 301ms\n",
      "41:\tlearn: 550.0829203\ttotal: 142ms\tremaining: 297ms\n",
      "42:\tlearn: 543.1389617\ttotal: 145ms\tremaining: 293ms\n",
      "43:\tlearn: 536.8720826\ttotal: 148ms\tremaining: 289ms\n",
      "44:\tlearn: 530.8776369\ttotal: 151ms\tremaining: 285ms\n",
      "45:\tlearn: 526.3262465\ttotal: 155ms\tremaining: 282ms\n",
      "46:\tlearn: 521.9193459\ttotal: 158ms\tremaining: 278ms\n",
      "47:\tlearn: 517.4074866\ttotal: 161ms\tremaining: 274ms\n",
      "48:\tlearn: 508.7257431\ttotal: 164ms\tremaining: 270ms\n",
      "49:\tlearn: 505.1401184\ttotal: 168ms\tremaining: 270ms\n",
      "50:\tlearn: 501.4263565\ttotal: 173ms\tremaining: 268ms\n",
      "51:\tlearn: 495.4415793\ttotal: 178ms\tremaining: 267ms\n",
      "52:\tlearn: 492.6889658\ttotal: 183ms\tremaining: 265ms\n",
      "53:\tlearn: 485.0273325\ttotal: 188ms\tremaining: 264ms\n",
      "54:\tlearn: 482.8857333\ttotal: 192ms\tremaining: 261ms\n",
      "55:\tlearn: 474.9090985\ttotal: 196ms\tremaining: 259ms\n",
      "56:\tlearn: 469.1241319\ttotal: 200ms\tremaining: 256ms\n",
      "57:\tlearn: 462.0773663\ttotal: 203ms\tremaining: 252ms\n",
      "58:\tlearn: 456.9756249\ttotal: 206ms\tremaining: 248ms\n",
      "59:\tlearn: 450.4582202\ttotal: 210ms\tremaining: 245ms\n",
      "60:\tlearn: 446.1307971\ttotal: 213ms\tremaining: 241ms\n",
      "61:\tlearn: 442.9585377\ttotal: 216ms\tremaining: 237ms\n",
      "62:\tlearn: 437.2542622\ttotal: 219ms\tremaining: 233ms\n",
      "63:\tlearn: 434.6495751\ttotal: 223ms\tremaining: 230ms\n",
      "64:\tlearn: 430.1825431\ttotal: 226ms\tremaining: 226ms\n",
      "65:\tlearn: 426.4733446\ttotal: 229ms\tremaining: 222ms\n",
      "66:\tlearn: 421.2770742\ttotal: 232ms\tremaining: 219ms\n",
      "67:\tlearn: 416.2185376\ttotal: 235ms\tremaining: 215ms\n",
      "68:\tlearn: 415.5046958\ttotal: 238ms\tremaining: 211ms\n",
      "69:\tlearn: 410.8308148\ttotal: 241ms\tremaining: 207ms\n",
      "70:\tlearn: 407.1769943\ttotal: 245ms\tremaining: 203ms\n",
      "71:\tlearn: 401.2185521\ttotal: 248ms\tremaining: 199ms\n",
      "72:\tlearn: 397.8753700\ttotal: 251ms\tremaining: 196ms\n",
      "73:\tlearn: 395.7201261\ttotal: 254ms\tremaining: 192ms\n",
      "74:\tlearn: 393.1055918\ttotal: 257ms\tremaining: 188ms\n",
      "75:\tlearn: 389.6247266\ttotal: 260ms\tremaining: 185ms\n",
      "76:\tlearn: 385.9127291\ttotal: 263ms\tremaining: 181ms\n",
      "77:\tlearn: 383.2843855\ttotal: 266ms\tremaining: 177ms\n",
      "78:\tlearn: 381.8238172\ttotal: 269ms\tremaining: 174ms\n",
      "79:\tlearn: 378.1350800\ttotal: 273ms\tremaining: 170ms\n",
      "80:\tlearn: 373.6432464\ttotal: 276ms\tremaining: 167ms\n",
      "81:\tlearn: 371.0281220\ttotal: 279ms\tremaining: 163ms\n",
      "82:\tlearn: 368.4198114\ttotal: 282ms\tremaining: 160ms\n",
      "83:\tlearn: 363.8627937\ttotal: 285ms\tremaining: 156ms\n",
      "84:\tlearn: 361.2597281\ttotal: 288ms\tremaining: 153ms\n",
      "85:\tlearn: 357.3915603\ttotal: 291ms\tremaining: 149ms\n",
      "86:\tlearn: 355.1977263\ttotal: 294ms\tremaining: 145ms\n",
      "87:\tlearn: 351.9721746\ttotal: 297ms\tremaining: 142ms\n",
      "88:\tlearn: 347.7094072\ttotal: 300ms\tremaining: 138ms\n",
      "89:\tlearn: 343.7599121\ttotal: 304ms\tremaining: 135ms\n",
      "90:\tlearn: 341.1937523\ttotal: 307ms\tremaining: 131ms\n",
      "91:\tlearn: 339.0988083\ttotal: 310ms\tremaining: 128ms\n",
      "92:\tlearn: 336.5948672\ttotal: 313ms\tremaining: 124ms\n",
      "93:\tlearn: 334.3574852\ttotal: 316ms\tremaining: 121ms\n",
      "94:\tlearn: 331.1829046\ttotal: 319ms\tremaining: 118ms\n",
      "95:\tlearn: 328.8491122\ttotal: 322ms\tremaining: 114ms\n",
      "96:\tlearn: 324.4092243\ttotal: 325ms\tremaining: 111ms\n",
      "97:\tlearn: 322.0745556\ttotal: 328ms\tremaining: 107ms\n",
      "98:\tlearn: 319.0206212\ttotal: 335ms\tremaining: 105ms\n",
      "99:\tlearn: 317.6940774\ttotal: 339ms\tremaining: 102ms\n",
      "100:\tlearn: 315.9231305\ttotal: 344ms\tremaining: 98.7ms\n",
      "101:\tlearn: 313.5678209\ttotal: 348ms\tremaining: 95.6ms\n",
      "102:\tlearn: 311.1646224\ttotal: 352ms\tremaining: 92.4ms\n",
      "103:\tlearn: 308.7390104\ttotal: 357ms\tremaining: 89.2ms\n",
      "104:\tlearn: 306.8979507\ttotal: 362ms\tremaining: 86.2ms\n",
      "105:\tlearn: 305.0542239\ttotal: 366ms\tremaining: 82.8ms\n",
      "106:\tlearn: 302.6732387\ttotal: 369ms\tremaining: 79.3ms\n",
      "107:\tlearn: 299.7630380\ttotal: 372ms\tremaining: 75.8ms\n",
      "108:\tlearn: 296.0616962\ttotal: 375ms\tremaining: 72.3ms\n",
      "109:\tlearn: 294.3383409\ttotal: 379ms\tremaining: 68.9ms\n",
      "110:\tlearn: 292.3511571\ttotal: 382ms\tremaining: 65.3ms\n",
      "111:\tlearn: 289.3927604\ttotal: 385ms\tremaining: 61.8ms\n",
      "112:\tlearn: 285.5835725\ttotal: 388ms\tremaining: 58.4ms\n",
      "113:\tlearn: 282.7834006\ttotal: 392ms\tremaining: 55ms\n",
      "114:\tlearn: 280.9108037\ttotal: 395ms\tremaining: 51.5ms\n",
      "115:\tlearn: 279.3366846\ttotal: 398ms\tremaining: 48ms\n",
      "116:\tlearn: 276.5242173\ttotal: 401ms\tremaining: 44.5ms\n",
      "117:\tlearn: 275.3852579\ttotal: 404ms\tremaining: 41.1ms\n",
      "118:\tlearn: 274.2721989\ttotal: 407ms\tremaining: 37.6ms\n",
      "119:\tlearn: 272.3889073\ttotal: 410ms\tremaining: 34.2ms\n",
      "120:\tlearn: 269.9313582\ttotal: 413ms\tremaining: 30.7ms\n",
      "121:\tlearn: 267.9988614\ttotal: 416ms\tremaining: 27.3ms\n",
      "122:\tlearn: 265.6666923\ttotal: 419ms\tremaining: 23.9ms\n",
      "123:\tlearn: 261.2441631\ttotal: 423ms\tremaining: 20.5ms\n",
      "124:\tlearn: 259.3757814\ttotal: 426ms\tremaining: 17ms\n",
      "125:\tlearn: 256.8802233\ttotal: 429ms\tremaining: 13.6ms\n",
      "126:\tlearn: 253.6653966\ttotal: 432ms\tremaining: 10.2ms\n",
      "127:\tlearn: 252.5324448\ttotal: 436ms\tremaining: 6.8ms\n",
      "128:\tlearn: 249.2409884\ttotal: 439ms\tremaining: 3.4ms\n",
      "129:\tlearn: 247.3961940\ttotal: 442ms\tremaining: 0us\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:\tlearn: 1155.9928526\ttotal: 3ms\tremaining: 387ms\n",
      "1:\tlearn: 1094.4297412\ttotal: 6.48ms\tremaining: 415ms\n",
      "2:\tlearn: 1063.5531698\ttotal: 9.85ms\tremaining: 417ms\n",
      "3:\tlearn: 1044.1631880\ttotal: 13.1ms\tremaining: 413ms\n",
      "4:\tlearn: 1023.4888757\ttotal: 16.9ms\tremaining: 422ms\n",
      "5:\tlearn: 1004.2299933\ttotal: 20.2ms\tremaining: 417ms\n",
      "6:\tlearn: 977.5108270\ttotal: 24.3ms\tremaining: 428ms\n",
      "7:\tlearn: 959.9501249\ttotal: 27.7ms\tremaining: 422ms\n",
      "8:\tlearn: 934.9473776\ttotal: 31.5ms\tremaining: 424ms\n",
      "9:\tlearn: 909.3302497\ttotal: 34.8ms\tremaining: 418ms\n",
      "10:\tlearn: 891.4399556\ttotal: 38.1ms\tremaining: 412ms\n",
      "11:\tlearn: 872.5937064\ttotal: 41.4ms\tremaining: 407ms\n",
      "12:\tlearn: 859.1561619\ttotal: 44.7ms\tremaining: 402ms\n",
      "13:\tlearn: 851.3072368\ttotal: 48.4ms\tremaining: 401ms\n",
      "14:\tlearn: 832.9993771\ttotal: 51.7ms\tremaining: 397ms\n",
      "15:\tlearn: 811.7706379\ttotal: 55.1ms\tremaining: 393ms\n",
      "16:\tlearn: 800.4822517\ttotal: 58.4ms\tremaining: 388ms\n",
      "17:\tlearn: 790.6941590\ttotal: 61.8ms\tremaining: 385ms\n",
      "18:\tlearn: 778.2991607\ttotal: 64.9ms\tremaining: 379ms\n",
      "19:\tlearn: 770.1813450\ttotal: 68.2ms\tremaining: 375ms\n",
      "20:\tlearn: 753.2410277\ttotal: 71.6ms\tremaining: 372ms\n",
      "21:\tlearn: 741.7170264\ttotal: 74.8ms\tremaining: 367ms\n",
      "22:\tlearn: 729.2060622\ttotal: 78.6ms\tremaining: 366ms\n",
      "23:\tlearn: 712.5308152\ttotal: 82.1ms\tremaining: 362ms\n",
      "24:\tlearn: 699.9465356\ttotal: 85.5ms\tremaining: 359ms\n",
      "25:\tlearn: 688.2576799\ttotal: 88.8ms\tremaining: 355ms\n",
      "26:\tlearn: 674.5740083\ttotal: 92.1ms\tremaining: 351ms\n",
      "27:\tlearn: 666.6169730\ttotal: 95.8ms\tremaining: 349ms\n",
      "28:\tlearn: 659.3677615\ttotal: 99.5ms\tremaining: 346ms\n",
      "29:\tlearn: 650.6161265\ttotal: 103ms\tremaining: 342ms\n",
      "30:\tlearn: 637.7506807\ttotal: 106ms\tremaining: 340ms\n",
      "31:\tlearn: 633.6645759\ttotal: 110ms\tremaining: 337ms\n",
      "32:\tlearn: 624.7361779\ttotal: 113ms\tremaining: 332ms\n",
      "33:\tlearn: 618.0364771\ttotal: 116ms\tremaining: 328ms\n",
      "34:\tlearn: 611.7829471\ttotal: 119ms\tremaining: 324ms\n",
      "35:\tlearn: 603.6726415\ttotal: 122ms\tremaining: 320ms\n",
      "36:\tlearn: 598.9869196\ttotal: 126ms\tremaining: 315ms\n",
      "37:\tlearn: 595.3032840\ttotal: 129ms\tremaining: 311ms\n",
      "38:\tlearn: 584.8933062\ttotal: 132ms\tremaining: 307ms\n",
      "39:\tlearn: 575.7870558\ttotal: 135ms\tremaining: 303ms\n",
      "40:\tlearn: 568.7031215\ttotal: 138ms\tremaining: 300ms\n",
      "41:\tlearn: 565.5175659\ttotal: 141ms\tremaining: 296ms\n",
      "42:\tlearn: 560.4769647\ttotal: 144ms\tremaining: 292ms\n",
      "43:\tlearn: 552.9711507\ttotal: 147ms\tremaining: 288ms\n",
      "44:\tlearn: 544.5343451\ttotal: 150ms\tremaining: 284ms\n",
      "45:\tlearn: 541.0303274\ttotal: 154ms\tremaining: 280ms\n",
      "46:\tlearn: 532.3134215\ttotal: 157ms\tremaining: 277ms\n",
      "47:\tlearn: 526.7156127\ttotal: 160ms\tremaining: 273ms\n",
      "48:\tlearn: 517.0866384\ttotal: 163ms\tremaining: 269ms\n",
      "49:\tlearn: 511.5110085\ttotal: 166ms\tremaining: 265ms\n",
      "50:\tlearn: 507.2857836\ttotal: 169ms\tremaining: 262ms\n",
      "51:\tlearn: 500.5558233\ttotal: 174ms\tremaining: 260ms\n",
      "52:\tlearn: 494.9389154\ttotal: 178ms\tremaining: 259ms\n",
      "53:\tlearn: 488.2489535\ttotal: 183ms\tremaining: 257ms\n",
      "54:\tlearn: 483.5723447\ttotal: 188ms\tremaining: 257ms\n",
      "55:\tlearn: 480.7415400\ttotal: 192ms\tremaining: 254ms\n",
      "56:\tlearn: 475.6931188\ttotal: 197ms\tremaining: 253ms\n",
      "57:\tlearn: 471.6657647\ttotal: 201ms\tremaining: 250ms\n",
      "58:\tlearn: 466.3630194\ttotal: 204ms\tremaining: 246ms\n",
      "59:\tlearn: 462.2562806\ttotal: 207ms\tremaining: 242ms\n",
      "60:\tlearn: 457.5943258\ttotal: 211ms\tremaining: 238ms\n",
      "61:\tlearn: 451.9755823\ttotal: 215ms\tremaining: 236ms\n",
      "62:\tlearn: 446.3960943\ttotal: 218ms\tremaining: 232ms\n",
      "63:\tlearn: 443.6425169\ttotal: 221ms\tremaining: 228ms\n",
      "64:\tlearn: 441.3920616\ttotal: 224ms\tremaining: 224ms\n",
      "65:\tlearn: 437.3548290\ttotal: 228ms\tremaining: 221ms\n",
      "66:\tlearn: 431.4652128\ttotal: 231ms\tremaining: 218ms\n",
      "67:\tlearn: 427.1398174\ttotal: 251ms\tremaining: 228ms\n",
      "68:\tlearn: 421.4779196\ttotal: 266ms\tremaining: 235ms\n",
      "69:\tlearn: 416.6287469\ttotal: 269ms\tremaining: 231ms\n",
      "70:\tlearn: 410.8253879\ttotal: 272ms\tremaining: 226ms\n",
      "71:\tlearn: 406.6433618\ttotal: 276ms\tremaining: 222ms\n",
      "72:\tlearn: 403.1488994\ttotal: 279ms\tremaining: 218ms\n",
      "73:\tlearn: 399.8788132\ttotal: 282ms\tremaining: 213ms\n",
      "74:\tlearn: 394.7803506\ttotal: 285ms\tremaining: 209ms\n",
      "75:\tlearn: 391.4624342\ttotal: 288ms\tremaining: 205ms\n",
      "76:\tlearn: 387.4958377\ttotal: 292ms\tremaining: 201ms\n",
      "77:\tlearn: 385.1441997\ttotal: 295ms\tremaining: 197ms\n",
      "78:\tlearn: 380.4965221\ttotal: 298ms\tremaining: 192ms\n",
      "79:\tlearn: 377.4889815\ttotal: 301ms\tremaining: 188ms\n",
      "80:\tlearn: 374.1817096\ttotal: 304ms\tremaining: 184ms\n",
      "81:\tlearn: 372.6903170\ttotal: 311ms\tremaining: 182ms\n",
      "82:\tlearn: 368.0769282\ttotal: 314ms\tremaining: 178ms\n",
      "83:\tlearn: 365.5383462\ttotal: 317ms\tremaining: 173ms\n",
      "84:\tlearn: 363.3055483\ttotal: 320ms\tremaining: 170ms\n",
      "85:\tlearn: 359.4773258\ttotal: 324ms\tremaining: 166ms\n",
      "86:\tlearn: 357.0354275\ttotal: 328ms\tremaining: 162ms\n",
      "87:\tlearn: 352.6916758\ttotal: 332ms\tremaining: 158ms\n",
      "88:\tlearn: 351.0438777\ttotal: 338ms\tremaining: 155ms\n",
      "89:\tlearn: 347.1719021\ttotal: 341ms\tremaining: 151ms\n",
      "90:\tlearn: 344.6791093\ttotal: 346ms\tremaining: 148ms\n",
      "91:\tlearn: 338.8235787\ttotal: 351ms\tremaining: 145ms\n",
      "92:\tlearn: 334.3622876\ttotal: 356ms\tremaining: 142ms\n",
      "93:\tlearn: 332.9116664\ttotal: 360ms\tremaining: 138ms\n",
      "94:\tlearn: 329.8206202\ttotal: 365ms\tremaining: 135ms\n",
      "95:\tlearn: 326.8217702\ttotal: 370ms\tremaining: 131ms\n",
      "96:\tlearn: 322.4861574\ttotal: 375ms\tremaining: 128ms\n",
      "97:\tlearn: 320.7241466\ttotal: 380ms\tremaining: 124ms\n",
      "98:\tlearn: 319.3136841\ttotal: 382ms\tremaining: 120ms\n",
      "99:\tlearn: 317.8504587\ttotal: 385ms\tremaining: 116ms\n",
      "100:\tlearn: 314.9807262\ttotal: 388ms\tremaining: 112ms\n",
      "101:\tlearn: 313.0431676\ttotal: 392ms\tremaining: 107ms\n",
      "102:\tlearn: 310.5975106\ttotal: 395ms\tremaining: 104ms\n",
      "103:\tlearn: 307.3918566\ttotal: 398ms\tremaining: 99.5ms\n",
      "104:\tlearn: 305.0251821\ttotal: 401ms\tremaining: 95.5ms\n",
      "105:\tlearn: 301.5524671\ttotal: 404ms\tremaining: 91.5ms\n",
      "106:\tlearn: 298.1816431\ttotal: 407ms\tremaining: 87.6ms\n",
      "107:\tlearn: 295.6395829\ttotal: 411ms\tremaining: 83.7ms\n",
      "108:\tlearn: 294.1917308\ttotal: 414ms\tremaining: 79.7ms\n",
      "109:\tlearn: 290.6978035\ttotal: 417ms\tremaining: 75.8ms\n",
      "110:\tlearn: 288.5345059\ttotal: 420ms\tremaining: 71.9ms\n",
      "111:\tlearn: 287.7947231\ttotal: 423ms\tremaining: 68ms\n",
      "112:\tlearn: 285.1566992\ttotal: 426ms\tremaining: 64.1ms\n",
      "113:\tlearn: 280.4275925\ttotal: 429ms\tremaining: 60.2ms\n",
      "114:\tlearn: 277.3524024\ttotal: 432ms\tremaining: 56.4ms\n",
      "115:\tlearn: 274.9003344\ttotal: 435ms\tremaining: 52.5ms\n",
      "116:\tlearn: 273.9974995\ttotal: 439ms\tremaining: 48.7ms\n",
      "117:\tlearn: 271.9630277\ttotal: 442ms\tremaining: 44.9ms\n",
      "118:\tlearn: 270.1108771\ttotal: 445ms\tremaining: 41.1ms\n",
      "119:\tlearn: 268.8420647\ttotal: 448ms\tremaining: 37.3ms\n",
      "120:\tlearn: 266.8656944\ttotal: 451ms\tremaining: 33.5ms\n",
      "121:\tlearn: 265.0161869\ttotal: 454ms\tremaining: 29.8ms\n",
      "122:\tlearn: 261.9959273\ttotal: 457ms\tremaining: 26ms\n",
      "123:\tlearn: 260.0777844\ttotal: 460ms\tremaining: 22.3ms\n",
      "124:\tlearn: 256.8661276\ttotal: 463ms\tremaining: 18.5ms\n",
      "125:\tlearn: 255.4149628\ttotal: 466ms\tremaining: 14.8ms\n",
      "126:\tlearn: 252.3845756\ttotal: 470ms\tremaining: 11.1ms\n",
      "127:\tlearn: 250.2057119\ttotal: 473ms\tremaining: 7.39ms\n",
      "128:\tlearn: 249.0746485\ttotal: 476ms\tremaining: 3.69ms\n",
      "129:\tlearn: 245.7345216\ttotal: 479ms\tremaining: 0us\n",
      "0:\tlearn: 1157.1210770\ttotal: 10.4ms\tremaining: 2.07s\n",
      "1:\tlearn: 1092.7592381\ttotal: 21.6ms\tremaining: 2.14s\n",
      "2:\tlearn: 1063.1227288\ttotal: 31.5ms\tremaining: 2.07s\n",
      "3:\tlearn: 1033.3135407\ttotal: 36.8ms\tremaining: 1.8s\n",
      "4:\tlearn: 1015.9492851\ttotal: 41.6ms\tremaining: 1.62s\n",
      "5:\tlearn: 997.4091816\ttotal: 46.1ms\tremaining: 1.49s\n",
      "6:\tlearn: 962.6297184\ttotal: 51.5ms\tremaining: 1.42s\n",
      "7:\tlearn: 951.8000514\ttotal: 56ms\tremaining: 1.34s\n",
      "8:\tlearn: 931.9180151\ttotal: 60.7ms\tremaining: 1.29s\n",
      "9:\tlearn: 910.4874635\ttotal: 64.2ms\tremaining: 1.22s\n",
      "10:\tlearn: 893.0642146\ttotal: 67.3ms\tremaining: 1.16s\n",
      "11:\tlearn: 875.2399622\ttotal: 70.8ms\tremaining: 1.11s\n",
      "12:\tlearn: 861.6584017\ttotal: 74.1ms\tremaining: 1.07s\n",
      "13:\tlearn: 838.9686297\ttotal: 77.5ms\tremaining: 1.03s\n",
      "14:\tlearn: 830.3302521\ttotal: 81.3ms\tremaining: 1s\n",
      "15:\tlearn: 815.7237716\ttotal: 84.5ms\tremaining: 972ms\n",
      "16:\tlearn: 797.2008181\ttotal: 87.8ms\tremaining: 945ms\n",
      "17:\tlearn: 782.8682845\ttotal: 90.9ms\tremaining: 919ms\n",
      "18:\tlearn: 771.8954274\ttotal: 94ms\tremaining: 896ms\n",
      "19:\tlearn: 758.0331635\ttotal: 97.2ms\tremaining: 874ms\n",
      "20:\tlearn: 743.2746088\ttotal: 100ms\tremaining: 855ms\n",
      "21:\tlearn: 732.1701655\ttotal: 103ms\tremaining: 837ms\n",
      "22:\tlearn: 719.1420112\ttotal: 107ms\tremaining: 820ms\n",
      "23:\tlearn: 703.4270896\ttotal: 110ms\tremaining: 807ms\n",
      "24:\tlearn: 689.8630046\ttotal: 113ms\tremaining: 793ms\n",
      "25:\tlearn: 678.6371625\ttotal: 116ms\tremaining: 778ms\n",
      "26:\tlearn: 670.0767233\ttotal: 119ms\tremaining: 765ms\n",
      "27:\tlearn: 662.3181514\ttotal: 122ms\tremaining: 752ms\n",
      "28:\tlearn: 653.3933592\ttotal: 129ms\tremaining: 760ms\n",
      "29:\tlearn: 644.7641116\ttotal: 132ms\tremaining: 748ms\n",
      "30:\tlearn: 635.7922840\ttotal: 135ms\tremaining: 736ms\n",
      "31:\tlearn: 620.6671684\ttotal: 138ms\tremaining: 725ms\n",
      "32:\tlearn: 610.0208178\ttotal: 141ms\tremaining: 715ms\n",
      "33:\tlearn: 601.8231685\ttotal: 144ms\tremaining: 705ms\n",
      "34:\tlearn: 594.7121767\ttotal: 148ms\tremaining: 696ms\n",
      "35:\tlearn: 588.2533492\ttotal: 151ms\tremaining: 686ms\n",
      "36:\tlearn: 583.7112147\ttotal: 154ms\tremaining: 678ms\n",
      "37:\tlearn: 576.8343672\ttotal: 157ms\tremaining: 670ms\n",
      "38:\tlearn: 570.2348336\ttotal: 160ms\tremaining: 661ms\n",
      "39:\tlearn: 565.2603506\ttotal: 163ms\tremaining: 653ms\n",
      "40:\tlearn: 561.7688506\ttotal: 166ms\tremaining: 645ms\n",
      "41:\tlearn: 554.5941290\ttotal: 170ms\tremaining: 639ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "42:\tlearn: 548.1905934\ttotal: 174ms\tremaining: 634ms\n",
      "43:\tlearn: 542.5917273\ttotal: 178ms\tremaining: 630ms\n",
      "44:\tlearn: 538.4027466\ttotal: 182ms\tremaining: 627ms\n",
      "45:\tlearn: 533.7505276\ttotal: 186ms\tremaining: 624ms\n",
      "46:\tlearn: 527.5336775\ttotal: 192ms\tremaining: 624ms\n",
      "47:\tlearn: 522.0341135\ttotal: 196ms\tremaining: 620ms\n",
      "48:\tlearn: 516.5063504\ttotal: 200ms\tremaining: 617ms\n",
      "49:\tlearn: 510.0590518\ttotal: 204ms\tremaining: 611ms\n",
      "50:\tlearn: 502.2506686\ttotal: 208ms\tremaining: 608ms\n",
      "51:\tlearn: 495.8092284\ttotal: 213ms\tremaining: 607ms\n",
      "52:\tlearn: 492.3525342\ttotal: 216ms\tremaining: 600ms\n",
      "53:\tlearn: 489.2027391\ttotal: 219ms\tremaining: 593ms\n",
      "54:\tlearn: 484.6936045\ttotal: 222ms\tremaining: 586ms\n",
      "55:\tlearn: 479.3694534\ttotal: 225ms\tremaining: 579ms\n",
      "56:\tlearn: 475.0749772\ttotal: 229ms\tremaining: 575ms\n",
      "57:\tlearn: 465.0944941\ttotal: 232ms\tremaining: 569ms\n",
      "58:\tlearn: 458.2936668\ttotal: 235ms\tremaining: 562ms\n",
      "59:\tlearn: 455.4321059\ttotal: 238ms\tremaining: 556ms\n",
      "60:\tlearn: 451.6397759\ttotal: 241ms\tremaining: 550ms\n",
      "61:\tlearn: 445.7729880\ttotal: 245ms\tremaining: 545ms\n",
      "62:\tlearn: 441.4645514\ttotal: 248ms\tremaining: 539ms\n",
      "63:\tlearn: 436.9627823\ttotal: 251ms\tremaining: 533ms\n",
      "64:\tlearn: 432.3411378\ttotal: 254ms\tremaining: 527ms\n",
      "65:\tlearn: 428.1825244\ttotal: 257ms\tremaining: 522ms\n",
      "66:\tlearn: 424.8472708\ttotal: 260ms\tremaining: 517ms\n",
      "67:\tlearn: 419.1247846\ttotal: 264ms\tremaining: 512ms\n",
      "68:\tlearn: 416.2666026\ttotal: 267ms\tremaining: 506ms\n",
      "69:\tlearn: 409.1668186\ttotal: 270ms\tremaining: 501ms\n",
      "70:\tlearn: 403.5155810\ttotal: 273ms\tremaining: 496ms\n",
      "71:\tlearn: 400.8388194\ttotal: 276ms\tremaining: 491ms\n",
      "72:\tlearn: 398.2959345\ttotal: 279ms\tremaining: 486ms\n",
      "73:\tlearn: 396.7658235\ttotal: 282ms\tremaining: 480ms\n",
      "74:\tlearn: 394.5324425\ttotal: 285ms\tremaining: 475ms\n",
      "75:\tlearn: 392.0250802\ttotal: 289ms\tremaining: 471ms\n",
      "76:\tlearn: 386.1110125\ttotal: 292ms\tremaining: 466ms\n",
      "77:\tlearn: 383.0282753\ttotal: 295ms\tremaining: 461ms\n",
      "78:\tlearn: 381.3168591\ttotal: 298ms\tremaining: 456ms\n",
      "79:\tlearn: 374.9071162\ttotal: 301ms\tremaining: 451ms\n",
      "80:\tlearn: 370.1896906\ttotal: 304ms\tremaining: 447ms\n",
      "81:\tlearn: 367.6650945\ttotal: 307ms\tremaining: 442ms\n",
      "82:\tlearn: 365.4075042\ttotal: 310ms\tremaining: 437ms\n",
      "83:\tlearn: 361.3250812\ttotal: 313ms\tremaining: 432ms\n",
      "84:\tlearn: 357.3490452\ttotal: 316ms\tremaining: 428ms\n",
      "85:\tlearn: 353.3579818\ttotal: 320ms\tremaining: 424ms\n",
      "86:\tlearn: 350.1569471\ttotal: 323ms\tremaining: 419ms\n",
      "87:\tlearn: 347.6211330\ttotal: 326ms\tremaining: 415ms\n",
      "88:\tlearn: 345.9471717\ttotal: 329ms\tremaining: 410ms\n",
      "89:\tlearn: 344.0378685\ttotal: 332ms\tremaining: 406ms\n",
      "90:\tlearn: 339.7960402\ttotal: 335ms\tremaining: 402ms\n",
      "91:\tlearn: 337.8966625\ttotal: 338ms\tremaining: 397ms\n",
      "92:\tlearn: 335.3226089\ttotal: 347ms\tremaining: 399ms\n",
      "93:\tlearn: 332.4411705\ttotal: 351ms\tremaining: 396ms\n",
      "94:\tlearn: 330.8892091\ttotal: 355ms\tremaining: 393ms\n",
      "95:\tlearn: 328.1572983\ttotal: 360ms\tremaining: 390ms\n",
      "96:\tlearn: 325.9645442\ttotal: 364ms\tremaining: 387ms\n",
      "97:\tlearn: 323.9010769\ttotal: 370ms\tremaining: 385ms\n",
      "98:\tlearn: 321.8907058\ttotal: 373ms\tremaining: 380ms\n",
      "99:\tlearn: 318.9723648\ttotal: 377ms\tremaining: 377ms\n",
      "100:\tlearn: 315.9300966\ttotal: 380ms\tremaining: 373ms\n",
      "101:\tlearn: 314.4885035\ttotal: 383ms\tremaining: 368ms\n",
      "102:\tlearn: 312.8121461\ttotal: 387ms\tremaining: 364ms\n",
      "103:\tlearn: 310.6997382\ttotal: 390ms\tremaining: 360ms\n",
      "104:\tlearn: 306.1469890\ttotal: 394ms\tremaining: 356ms\n",
      "105:\tlearn: 302.1190730\ttotal: 397ms\tremaining: 352ms\n",
      "106:\tlearn: 298.3621891\ttotal: 402ms\tremaining: 350ms\n",
      "107:\tlearn: 297.3377550\ttotal: 405ms\tremaining: 345ms\n",
      "108:\tlearn: 294.1326960\ttotal: 409ms\tremaining: 341ms\n",
      "109:\tlearn: 290.5134454\ttotal: 412ms\tremaining: 337ms\n",
      "110:\tlearn: 288.3577472\ttotal: 415ms\tremaining: 333ms\n",
      "111:\tlearn: 285.9642117\ttotal: 418ms\tremaining: 328ms\n",
      "112:\tlearn: 284.8714798\ttotal: 422ms\tremaining: 325ms\n",
      "113:\tlearn: 283.4861682\ttotal: 425ms\tremaining: 320ms\n",
      "114:\tlearn: 280.7176233\ttotal: 428ms\tremaining: 316ms\n",
      "115:\tlearn: 277.1067168\ttotal: 431ms\tremaining: 312ms\n",
      "116:\tlearn: 274.8318728\ttotal: 434ms\tremaining: 308ms\n",
      "117:\tlearn: 272.8566587\ttotal: 437ms\tremaining: 304ms\n",
      "118:\tlearn: 271.6742590\ttotal: 440ms\tremaining: 300ms\n",
      "119:\tlearn: 269.4667234\ttotal: 443ms\tremaining: 296ms\n",
      "120:\tlearn: 267.0407035\ttotal: 446ms\tremaining: 291ms\n",
      "121:\tlearn: 264.1732643\ttotal: 449ms\tremaining: 287ms\n",
      "122:\tlearn: 261.9908692\ttotal: 453ms\tremaining: 283ms\n",
      "123:\tlearn: 259.9051318\ttotal: 456ms\tremaining: 279ms\n",
      "124:\tlearn: 258.5924269\ttotal: 459ms\tremaining: 275ms\n",
      "125:\tlearn: 255.6148897\ttotal: 462ms\tremaining: 271ms\n",
      "126:\tlearn: 253.4677907\ttotal: 465ms\tremaining: 268ms\n",
      "127:\tlearn: 250.6693872\ttotal: 469ms\tremaining: 264ms\n",
      "128:\tlearn: 249.2881262\ttotal: 472ms\tremaining: 260ms\n",
      "129:\tlearn: 247.5741040\ttotal: 475ms\tremaining: 256ms\n",
      "130:\tlearn: 245.7758935\ttotal: 478ms\tremaining: 252ms\n",
      "131:\tlearn: 243.5279156\ttotal: 481ms\tremaining: 248ms\n",
      "132:\tlearn: 242.2057034\ttotal: 484ms\tremaining: 244ms\n",
      "133:\tlearn: 240.4364545\ttotal: 487ms\tremaining: 240ms\n",
      "134:\tlearn: 238.1216872\ttotal: 490ms\tremaining: 236ms\n",
      "135:\tlearn: 236.5106516\ttotal: 493ms\tremaining: 232ms\n",
      "136:\tlearn: 235.7889426\ttotal: 497ms\tremaining: 228ms\n",
      "137:\tlearn: 234.6292206\ttotal: 500ms\tremaining: 225ms\n",
      "138:\tlearn: 232.9758850\ttotal: 503ms\tremaining: 221ms\n",
      "139:\tlearn: 231.8324546\ttotal: 507ms\tremaining: 217ms\n",
      "140:\tlearn: 230.3368453\ttotal: 512ms\tremaining: 214ms\n",
      "141:\tlearn: 229.0380743\ttotal: 516ms\tremaining: 211ms\n",
      "142:\tlearn: 228.4756827\ttotal: 520ms\tremaining: 207ms\n",
      "143:\tlearn: 225.3712885\ttotal: 525ms\tremaining: 204ms\n",
      "144:\tlearn: 223.6716201\ttotal: 531ms\tremaining: 201ms\n",
      "145:\tlearn: 221.4778646\ttotal: 536ms\tremaining: 198ms\n",
      "146:\tlearn: 219.6974729\ttotal: 539ms\tremaining: 194ms\n",
      "147:\tlearn: 218.3560871\ttotal: 543ms\tremaining: 191ms\n",
      "148:\tlearn: 217.2845953\ttotal: 546ms\tremaining: 187ms\n",
      "149:\tlearn: 215.9646878\ttotal: 549ms\tremaining: 183ms\n",
      "150:\tlearn: 214.4754013\ttotal: 552ms\tremaining: 179ms\n",
      "151:\tlearn: 213.3237182\ttotal: 556ms\tremaining: 176ms\n",
      "152:\tlearn: 212.1615868\ttotal: 559ms\tremaining: 172ms\n",
      "153:\tlearn: 211.2670292\ttotal: 562ms\tremaining: 168ms\n",
      "154:\tlearn: 208.0352483\ttotal: 565ms\tremaining: 164ms\n",
      "155:\tlearn: 205.9522273\ttotal: 569ms\tremaining: 161ms\n",
      "156:\tlearn: 204.8018187\ttotal: 572ms\tremaining: 157ms\n",
      "157:\tlearn: 202.9266618\ttotal: 576ms\tremaining: 153ms\n",
      "158:\tlearn: 201.7259447\ttotal: 581ms\tremaining: 150ms\n",
      "159:\tlearn: 201.0223903\ttotal: 586ms\tremaining: 146ms\n",
      "160:\tlearn: 199.8816514\ttotal: 589ms\tremaining: 143ms\n",
      "161:\tlearn: 198.1610585\ttotal: 592ms\tremaining: 139ms\n",
      "162:\tlearn: 197.3649580\ttotal: 596ms\tremaining: 135ms\n",
      "163:\tlearn: 194.6992140\ttotal: 600ms\tremaining: 132ms\n",
      "164:\tlearn: 194.0150024\ttotal: 603ms\tremaining: 128ms\n",
      "165:\tlearn: 192.8492678\ttotal: 606ms\tremaining: 124ms\n",
      "166:\tlearn: 190.8523485\ttotal: 609ms\tremaining: 120ms\n",
      "167:\tlearn: 189.0177965\ttotal: 612ms\tremaining: 117ms\n",
      "168:\tlearn: 187.6693613\ttotal: 616ms\tremaining: 113ms\n",
      "169:\tlearn: 186.7300646\ttotal: 619ms\tremaining: 109ms\n",
      "170:\tlearn: 185.5189200\ttotal: 622ms\tremaining: 105ms\n",
      "171:\tlearn: 183.3116112\ttotal: 625ms\tremaining: 102ms\n",
      "172:\tlearn: 182.2965396\ttotal: 628ms\tremaining: 98ms\n",
      "173:\tlearn: 181.2965436\ttotal: 631ms\tremaining: 94.3ms\n",
      "174:\tlearn: 179.6523631\ttotal: 634ms\tremaining: 90.5ms\n",
      "175:\tlearn: 177.7183355\ttotal: 637ms\tremaining: 86.9ms\n",
      "176:\tlearn: 176.9074784\ttotal: 640ms\tremaining: 83.2ms\n",
      "177:\tlearn: 175.9332620\ttotal: 644ms\tremaining: 79.5ms\n",
      "178:\tlearn: 173.8213881\ttotal: 647ms\tremaining: 75.9ms\n",
      "179:\tlearn: 171.3899207\ttotal: 650ms\tremaining: 72.2ms\n",
      "180:\tlearn: 170.2576977\ttotal: 653ms\tremaining: 68.5ms\n",
      "181:\tlearn: 168.8973589\ttotal: 656ms\tremaining: 64.9ms\n",
      "182:\tlearn: 168.2710416\ttotal: 659ms\tremaining: 61.2ms\n",
      "183:\tlearn: 166.6158129\ttotal: 662ms\tremaining: 57.6ms\n",
      "184:\tlearn: 165.3561875\ttotal: 665ms\tremaining: 53.9ms\n",
      "185:\tlearn: 163.6890169\ttotal: 668ms\tremaining: 50.3ms\n",
      "186:\tlearn: 161.7597416\ttotal: 672ms\tremaining: 46.7ms\n",
      "187:\tlearn: 160.1606591\ttotal: 676ms\tremaining: 43.2ms\n",
      "188:\tlearn: 159.1740522\ttotal: 680ms\tremaining: 39.6ms\n",
      "189:\tlearn: 157.5051754\ttotal: 684ms\tremaining: 36ms\n",
      "190:\tlearn: 156.5794781\ttotal: 688ms\tremaining: 32.4ms\n",
      "191:\tlearn: 155.5484428\ttotal: 697ms\tremaining: 29ms\n",
      "192:\tlearn: 154.6350949\ttotal: 702ms\tremaining: 25.5ms\n",
      "193:\tlearn: 153.2686127\ttotal: 706ms\tremaining: 21.8ms\n",
      "194:\tlearn: 152.3465675\ttotal: 709ms\tremaining: 18.2ms\n",
      "195:\tlearn: 151.2722726\ttotal: 712ms\tremaining: 14.5ms\n",
      "196:\tlearn: 149.6634982\ttotal: 716ms\tremaining: 10.9ms\n",
      "197:\tlearn: 149.0939028\ttotal: 720ms\tremaining: 7.27ms\n",
      "198:\tlearn: 148.2767193\ttotal: 723ms\tremaining: 3.63ms\n",
      "199:\tlearn: 147.5432013\ttotal: 726ms\tremaining: 0us\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:\tlearn: 1166.6529089\ttotal: 9.21ms\tremaining: 1.83s\n",
      "1:\tlearn: 1106.6968844\ttotal: 18.7ms\tremaining: 1.85s\n",
      "2:\tlearn: 1076.2917659\ttotal: 23.5ms\tremaining: 1.54s\n",
      "3:\tlearn: 1051.9565827\ttotal: 28.6ms\tremaining: 1.4s\n",
      "4:\tlearn: 1033.6572175\ttotal: 33.1ms\tremaining: 1.29s\n",
      "5:\tlearn: 1000.7671687\ttotal: 37.7ms\tremaining: 1.22s\n",
      "6:\tlearn: 974.7947832\ttotal: 42.2ms\tremaining: 1.16s\n",
      "7:\tlearn: 962.1122598\ttotal: 46.6ms\tremaining: 1.12s\n",
      "8:\tlearn: 945.0444888\ttotal: 49.9ms\tremaining: 1.06s\n",
      "9:\tlearn: 929.3303355\ttotal: 53.2ms\tremaining: 1.01s\n",
      "10:\tlearn: 925.2041945\ttotal: 55.2ms\tremaining: 949ms\n",
      "11:\tlearn: 902.1064042\ttotal: 59.3ms\tremaining: 929ms\n",
      "12:\tlearn: 883.1368556\ttotal: 62.7ms\tremaining: 902ms\n",
      "13:\tlearn: 872.5436628\ttotal: 66ms\tremaining: 877ms\n",
      "14:\tlearn: 846.0713063\ttotal: 69.4ms\tremaining: 856ms\n",
      "15:\tlearn: 836.8226010\ttotal: 72.7ms\tremaining: 836ms\n",
      "16:\tlearn: 820.3552754\ttotal: 76.5ms\tremaining: 823ms\n",
      "17:\tlearn: 806.3165740\ttotal: 79.6ms\tremaining: 805ms\n",
      "18:\tlearn: 779.5923019\ttotal: 82.7ms\tremaining: 788ms\n",
      "19:\tlearn: 770.8077786\ttotal: 85.7ms\tremaining: 771ms\n",
      "20:\tlearn: 758.2772537\ttotal: 89.2ms\tremaining: 760ms\n",
      "21:\tlearn: 745.0771257\ttotal: 92.2ms\tremaining: 746ms\n",
      "22:\tlearn: 732.3393309\ttotal: 95.3ms\tremaining: 733ms\n",
      "23:\tlearn: 723.2830305\ttotal: 98.3ms\tremaining: 721ms\n",
      "24:\tlearn: 717.9870730\ttotal: 101ms\tremaining: 709ms\n",
      "25:\tlearn: 710.2307463\ttotal: 105ms\tremaining: 702ms\n",
      "26:\tlearn: 697.5757834\ttotal: 108ms\tremaining: 692ms\n",
      "27:\tlearn: 689.8193096\ttotal: 111ms\tremaining: 682ms\n",
      "28:\tlearn: 683.7623911\ttotal: 114ms\tremaining: 673ms\n",
      "29:\tlearn: 670.4817159\ttotal: 117ms\tremaining: 664ms\n",
      "30:\tlearn: 660.0617783\ttotal: 121ms\tremaining: 659ms\n",
      "31:\tlearn: 651.3186381\ttotal: 128ms\tremaining: 671ms\n",
      "32:\tlearn: 643.2330134\ttotal: 131ms\tremaining: 663ms\n",
      "33:\tlearn: 633.0736308\ttotal: 134ms\tremaining: 656ms\n",
      "34:\tlearn: 628.8650397\ttotal: 138ms\tremaining: 648ms\n",
      "35:\tlearn: 619.0949802\ttotal: 141ms\tremaining: 641ms\n",
      "36:\tlearn: 607.7727982\ttotal: 144ms\tremaining: 634ms\n",
      "37:\tlearn: 602.3045492\ttotal: 147ms\tremaining: 626ms\n",
      "38:\tlearn: 598.2820719\ttotal: 150ms\tremaining: 621ms\n",
      "39:\tlearn: 594.0806815\ttotal: 153ms\tremaining: 614ms\n",
      "40:\tlearn: 588.6610264\ttotal: 157ms\tremaining: 607ms\n",
      "41:\tlearn: 582.5660800\ttotal: 160ms\tremaining: 600ms\n",
      "42:\tlearn: 575.8828608\ttotal: 163ms\tremaining: 594ms\n",
      "43:\tlearn: 570.5888013\ttotal: 166ms\tremaining: 588ms\n",
      "44:\tlearn: 562.8936232\ttotal: 169ms\tremaining: 582ms\n",
      "45:\tlearn: 559.1228293\ttotal: 172ms\tremaining: 576ms\n",
      "46:\tlearn: 553.1519150\ttotal: 176ms\tremaining: 573ms\n",
      "47:\tlearn: 546.6087348\ttotal: 184ms\tremaining: 584ms\n",
      "48:\tlearn: 540.4656781\ttotal: 188ms\tremaining: 581ms\n",
      "49:\tlearn: 537.0805203\ttotal: 193ms\tremaining: 580ms\n",
      "50:\tlearn: 531.1742499\ttotal: 197ms\tremaining: 577ms\n",
      "51:\tlearn: 523.8292534\ttotal: 203ms\tremaining: 578ms\n",
      "52:\tlearn: 518.5474997\ttotal: 206ms\tremaining: 571ms\n",
      "53:\tlearn: 511.7246281\ttotal: 210ms\tremaining: 569ms\n",
      "54:\tlearn: 505.5827195\ttotal: 213ms\tremaining: 563ms\n",
      "55:\tlearn: 499.3342968\ttotal: 216ms\tremaining: 557ms\n",
      "56:\tlearn: 494.7822872\ttotal: 220ms\tremaining: 551ms\n",
      "57:\tlearn: 489.5193547\ttotal: 223ms\tremaining: 547ms\n",
      "58:\tlearn: 483.5149753\ttotal: 226ms\tremaining: 541ms\n",
      "59:\tlearn: 480.2318847\ttotal: 229ms\tremaining: 535ms\n",
      "60:\tlearn: 475.3372806\ttotal: 232ms\tremaining: 530ms\n",
      "61:\tlearn: 470.6434571\ttotal: 235ms\tremaining: 524ms\n",
      "62:\tlearn: 467.8941981\ttotal: 239ms\tremaining: 520ms\n",
      "63:\tlearn: 464.2720349\ttotal: 242ms\tremaining: 515ms\n",
      "64:\tlearn: 461.8012510\ttotal: 245ms\tremaining: 509ms\n",
      "65:\tlearn: 459.5678673\ttotal: 248ms\tremaining: 504ms\n",
      "66:\tlearn: 453.2119901\ttotal: 251ms\tremaining: 499ms\n",
      "67:\tlearn: 450.0907929\ttotal: 255ms\tremaining: 495ms\n",
      "68:\tlearn: 443.1902448\ttotal: 258ms\tremaining: 490ms\n",
      "69:\tlearn: 437.2228060\ttotal: 261ms\tremaining: 485ms\n",
      "70:\tlearn: 433.1371755\ttotal: 264ms\tremaining: 480ms\n",
      "71:\tlearn: 429.6994984\ttotal: 267ms\tremaining: 475ms\n",
      "72:\tlearn: 425.3362489\ttotal: 271ms\tremaining: 472ms\n",
      "73:\tlearn: 419.8477593\ttotal: 274ms\tremaining: 467ms\n",
      "74:\tlearn: 417.1859742\ttotal: 277ms\tremaining: 462ms\n",
      "75:\tlearn: 412.9948993\ttotal: 280ms\tremaining: 457ms\n",
      "76:\tlearn: 409.2431421\ttotal: 284ms\tremaining: 453ms\n",
      "77:\tlearn: 403.4794919\ttotal: 287ms\tremaining: 449ms\n",
      "78:\tlearn: 400.6615693\ttotal: 290ms\tremaining: 445ms\n",
      "79:\tlearn: 396.7831909\ttotal: 293ms\tremaining: 440ms\n",
      "80:\tlearn: 390.8531640\ttotal: 296ms\tremaining: 436ms\n",
      "81:\tlearn: 386.0650624\ttotal: 300ms\tremaining: 431ms\n",
      "82:\tlearn: 382.9210363\ttotal: 303ms\tremaining: 427ms\n",
      "83:\tlearn: 377.7926064\ttotal: 306ms\tremaining: 422ms\n",
      "84:\tlearn: 374.9111353\ttotal: 309ms\tremaining: 418ms\n",
      "85:\tlearn: 373.2891646\ttotal: 312ms\tremaining: 414ms\n",
      "86:\tlearn: 371.7446515\ttotal: 315ms\tremaining: 409ms\n",
      "87:\tlearn: 368.7767592\ttotal: 318ms\tremaining: 405ms\n",
      "88:\tlearn: 364.3343390\ttotal: 321ms\tremaining: 401ms\n",
      "89:\tlearn: 362.5085618\ttotal: 324ms\tremaining: 396ms\n",
      "90:\tlearn: 360.5173475\ttotal: 328ms\tremaining: 393ms\n",
      "91:\tlearn: 356.7098987\ttotal: 331ms\tremaining: 388ms\n",
      "92:\tlearn: 353.1896428\ttotal: 334ms\tremaining: 384ms\n",
      "93:\tlearn: 350.6699080\ttotal: 337ms\tremaining: 380ms\n",
      "94:\tlearn: 348.1625880\ttotal: 342ms\tremaining: 378ms\n",
      "95:\tlearn: 345.2363474\ttotal: 346ms\tremaining: 375ms\n",
      "96:\tlearn: 340.5633379\ttotal: 351ms\tremaining: 373ms\n",
      "97:\tlearn: 336.9651923\ttotal: 356ms\tremaining: 370ms\n",
      "98:\tlearn: 334.8317741\ttotal: 360ms\tremaining: 368ms\n",
      "99:\tlearn: 330.2023200\ttotal: 364ms\tremaining: 364ms\n",
      "100:\tlearn: 327.1555530\ttotal: 369ms\tremaining: 362ms\n",
      "101:\tlearn: 324.9566415\ttotal: 374ms\tremaining: 359ms\n",
      "102:\tlearn: 321.6321663\ttotal: 377ms\tremaining: 355ms\n",
      "103:\tlearn: 318.9693737\ttotal: 380ms\tremaining: 350ms\n",
      "104:\tlearn: 315.4907690\ttotal: 383ms\tremaining: 346ms\n",
      "105:\tlearn: 313.7607848\ttotal: 387ms\tremaining: 343ms\n",
      "106:\tlearn: 312.0703618\ttotal: 390ms\tremaining: 339ms\n",
      "107:\tlearn: 308.8953727\ttotal: 393ms\tremaining: 335ms\n",
      "108:\tlearn: 303.3065746\ttotal: 396ms\tremaining: 331ms\n",
      "109:\tlearn: 302.2363739\ttotal: 399ms\tremaining: 326ms\n",
      "110:\tlearn: 299.3667498\ttotal: 403ms\tremaining: 323ms\n",
      "111:\tlearn: 296.6315423\ttotal: 406ms\tremaining: 319ms\n",
      "112:\tlearn: 292.6940010\ttotal: 409ms\tremaining: 315ms\n",
      "113:\tlearn: 289.0962208\ttotal: 412ms\tremaining: 311ms\n",
      "114:\tlearn: 285.6428466\ttotal: 415ms\tremaining: 307ms\n",
      "115:\tlearn: 283.0329753\ttotal: 418ms\tremaining: 303ms\n",
      "116:\tlearn: 281.1884681\ttotal: 421ms\tremaining: 299ms\n",
      "117:\tlearn: 280.0825590\ttotal: 424ms\tremaining: 295ms\n",
      "118:\tlearn: 278.2254147\ttotal: 427ms\tremaining: 291ms\n",
      "119:\tlearn: 275.8126460\ttotal: 430ms\tremaining: 287ms\n",
      "120:\tlearn: 274.0379944\ttotal: 433ms\tremaining: 283ms\n",
      "121:\tlearn: 271.6150576\ttotal: 436ms\tremaining: 279ms\n",
      "122:\tlearn: 269.8952232\ttotal: 439ms\tremaining: 275ms\n",
      "123:\tlearn: 267.3256710\ttotal: 443ms\tremaining: 271ms\n",
      "124:\tlearn: 265.4064468\ttotal: 446ms\tremaining: 268ms\n",
      "125:\tlearn: 263.4560859\ttotal: 449ms\tremaining: 264ms\n",
      "126:\tlearn: 260.0570182\ttotal: 452ms\tremaining: 260ms\n",
      "127:\tlearn: 257.3809701\ttotal: 461ms\tremaining: 259ms\n",
      "128:\tlearn: 254.8463693\ttotal: 464ms\tremaining: 255ms\n",
      "129:\tlearn: 252.5078926\ttotal: 467ms\tremaining: 252ms\n",
      "130:\tlearn: 250.8151905\ttotal: 470ms\tremaining: 248ms\n",
      "131:\tlearn: 250.2834874\ttotal: 473ms\tremaining: 244ms\n",
      "132:\tlearn: 248.7488968\ttotal: 477ms\tremaining: 240ms\n",
      "133:\tlearn: 246.3745617\ttotal: 480ms\tremaining: 236ms\n",
      "134:\tlearn: 244.9166770\ttotal: 483ms\tremaining: 233ms\n",
      "135:\tlearn: 242.8657611\ttotal: 486ms\tremaining: 229ms\n",
      "136:\tlearn: 241.3511022\ttotal: 489ms\tremaining: 225ms\n",
      "137:\tlearn: 238.7363034\ttotal: 492ms\tremaining: 221ms\n",
      "138:\tlearn: 237.2272199\ttotal: 495ms\tremaining: 217ms\n",
      "139:\tlearn: 235.6174085\ttotal: 499ms\tremaining: 214ms\n",
      "140:\tlearn: 233.9844443\ttotal: 502ms\tremaining: 210ms\n",
      "141:\tlearn: 231.8164496\ttotal: 505ms\tremaining: 206ms\n",
      "142:\tlearn: 229.6254320\ttotal: 510ms\tremaining: 203ms\n",
      "143:\tlearn: 227.7227297\ttotal: 516ms\tremaining: 201ms\n",
      "144:\tlearn: 225.4500798\ttotal: 521ms\tremaining: 198ms\n",
      "145:\tlearn: 223.3000942\ttotal: 530ms\tremaining: 196ms\n",
      "146:\tlearn: 220.7598117\ttotal: 534ms\tremaining: 192ms\n",
      "147:\tlearn: 219.8881875\ttotal: 539ms\tremaining: 189ms\n",
      "148:\tlearn: 217.6541499\ttotal: 542ms\tremaining: 185ms\n",
      "149:\tlearn: 215.2401724\ttotal: 545ms\tremaining: 182ms\n",
      "150:\tlearn: 212.8100014\ttotal: 548ms\tremaining: 178ms\n",
      "151:\tlearn: 210.9472895\ttotal: 552ms\tremaining: 174ms\n",
      "152:\tlearn: 207.4680997\ttotal: 555ms\tremaining: 171ms\n",
      "153:\tlearn: 205.1973335\ttotal: 558ms\tremaining: 167ms\n",
      "154:\tlearn: 204.3614248\ttotal: 561ms\tremaining: 163ms\n",
      "155:\tlearn: 202.6591723\ttotal: 565ms\tremaining: 159ms\n",
      "156:\tlearn: 201.1264176\ttotal: 568ms\tremaining: 156ms\n",
      "157:\tlearn: 200.3043383\ttotal: 571ms\tremaining: 152ms\n",
      "158:\tlearn: 199.6180712\ttotal: 574ms\tremaining: 148ms\n",
      "159:\tlearn: 198.5334336\ttotal: 577ms\tremaining: 144ms\n",
      "160:\tlearn: 197.2295064\ttotal: 581ms\tremaining: 141ms\n",
      "161:\tlearn: 196.3312429\ttotal: 584ms\tremaining: 137ms\n",
      "162:\tlearn: 194.8219462\ttotal: 587ms\tremaining: 133ms\n",
      "163:\tlearn: 193.6628370\ttotal: 590ms\tremaining: 129ms\n",
      "164:\tlearn: 192.3136255\ttotal: 593ms\tremaining: 126ms\n",
      "165:\tlearn: 190.9993001\ttotal: 596ms\tremaining: 122ms\n",
      "166:\tlearn: 190.2724718\ttotal: 599ms\tremaining: 118ms\n",
      "167:\tlearn: 189.9434968\ttotal: 602ms\tremaining: 115ms\n",
      "168:\tlearn: 188.8358693\ttotal: 605ms\tremaining: 111ms\n",
      "169:\tlearn: 188.0043524\ttotal: 608ms\tremaining: 107ms\n",
      "170:\tlearn: 186.5551772\ttotal: 612ms\tremaining: 104ms\n",
      "171:\tlearn: 184.8517648\ttotal: 615ms\tremaining: 100ms\n",
      "172:\tlearn: 183.7688064\ttotal: 618ms\tremaining: 96.4ms\n",
      "173:\tlearn: 182.1296419\ttotal: 621ms\tremaining: 92.8ms\n",
      "174:\tlearn: 180.9791538\ttotal: 624ms\tremaining: 89.2ms\n",
      "175:\tlearn: 179.7706657\ttotal: 627ms\tremaining: 85.5ms\n",
      "176:\tlearn: 178.8029647\ttotal: 631ms\tremaining: 82ms\n",
      "177:\tlearn: 176.0765790\ttotal: 635ms\tremaining: 78.5ms\n",
      "178:\tlearn: 174.8400747\ttotal: 640ms\tremaining: 75ms\n",
      "179:\tlearn: 172.9798148\ttotal: 644ms\tremaining: 71.5ms\n",
      "180:\tlearn: 170.7785341\ttotal: 647ms\tremaining: 67.9ms\n",
      "181:\tlearn: 168.6583391\ttotal: 650ms\tremaining: 64.3ms\n",
      "182:\tlearn: 167.1134343\ttotal: 654ms\tremaining: 60.7ms\n",
      "183:\tlearn: 165.5479810\ttotal: 657ms\tremaining: 57.1ms\n",
      "184:\tlearn: 164.5643488\ttotal: 660ms\tremaining: 53.5ms\n",
      "185:\tlearn: 163.4575776\ttotal: 663ms\tremaining: 49.9ms\n",
      "186:\tlearn: 162.0224407\ttotal: 666ms\tremaining: 46.3ms\n",
      "187:\tlearn: 160.9307926\ttotal: 670ms\tremaining: 42.8ms\n",
      "188:\tlearn: 159.7859622\ttotal: 673ms\tremaining: 39.2ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "189:\tlearn: 159.1418901\ttotal: 678ms\tremaining: 35.7ms\n",
      "190:\tlearn: 158.8469736\ttotal: 682ms\tremaining: 32.1ms\n",
      "191:\tlearn: 157.5953035\ttotal: 685ms\tremaining: 28.6ms\n",
      "192:\tlearn: 157.1117270\ttotal: 690ms\tremaining: 25ms\n",
      "193:\tlearn: 156.0194357\ttotal: 694ms\tremaining: 21.5ms\n",
      "194:\tlearn: 153.9700492\ttotal: 701ms\tremaining: 18ms\n",
      "195:\tlearn: 152.3133592\ttotal: 705ms\tremaining: 14.4ms\n",
      "196:\tlearn: 151.5548890\ttotal: 709ms\tremaining: 10.8ms\n",
      "197:\tlearn: 150.5691720\ttotal: 712ms\tremaining: 7.19ms\n",
      "198:\tlearn: 149.1711597\ttotal: 717ms\tremaining: 3.6ms\n",
      "199:\tlearn: 148.0763013\ttotal: 720ms\tremaining: 0us\n",
      "0:\tlearn: 1155.3837198\ttotal: 9.74ms\tremaining: 1.94s\n",
      "1:\tlearn: 1089.3056356\ttotal: 19.9ms\tremaining: 1.97s\n",
      "2:\tlearn: 1059.6338685\ttotal: 27.3ms\tremaining: 1.79s\n",
      "3:\tlearn: 1034.2944387\ttotal: 31.8ms\tremaining: 1.56s\n",
      "4:\tlearn: 1014.2020941\ttotal: 35.7ms\tremaining: 1.39s\n",
      "5:\tlearn: 994.0736646\ttotal: 40.1ms\tremaining: 1.3s\n",
      "6:\tlearn: 966.4594405\ttotal: 44.1ms\tremaining: 1.22s\n",
      "7:\tlearn: 955.3905245\ttotal: 47.9ms\tremaining: 1.15s\n",
      "8:\tlearn: 940.4767670\ttotal: 51.7ms\tremaining: 1.1s\n",
      "9:\tlearn: 917.5401767\ttotal: 55.8ms\tremaining: 1.06s\n",
      "10:\tlearn: 906.6778333\ttotal: 59ms\tremaining: 1.01s\n",
      "11:\tlearn: 892.5126105\ttotal: 62.2ms\tremaining: 974ms\n",
      "12:\tlearn: 869.7035469\ttotal: 65.4ms\tremaining: 941ms\n",
      "13:\tlearn: 856.7464701\ttotal: 68.6ms\tremaining: 912ms\n",
      "14:\tlearn: 833.2875603\ttotal: 72.1ms\tremaining: 889ms\n",
      "15:\tlearn: 823.8539421\ttotal: 75.2ms\tremaining: 865ms\n",
      "16:\tlearn: 811.5228318\ttotal: 78.4ms\tremaining: 844ms\n",
      "17:\tlearn: 793.6015219\ttotal: 81.8ms\tremaining: 827ms\n",
      "18:\tlearn: 784.7060561\ttotal: 85.1ms\tremaining: 810ms\n",
      "19:\tlearn: 766.0268526\ttotal: 88.4ms\tremaining: 795ms\n",
      "20:\tlearn: 743.7169380\ttotal: 91.6ms\tremaining: 781ms\n",
      "21:\tlearn: 732.6762702\ttotal: 94.5ms\tremaining: 765ms\n",
      "22:\tlearn: 722.4288932\ttotal: 97.4ms\tremaining: 749ms\n",
      "23:\tlearn: 708.4709738\ttotal: 101ms\tremaining: 740ms\n",
      "24:\tlearn: 696.7089109\ttotal: 104ms\tremaining: 728ms\n",
      "25:\tlearn: 686.4159252\ttotal: 107ms\tremaining: 716ms\n",
      "26:\tlearn: 676.2498577\ttotal: 110ms\tremaining: 704ms\n",
      "27:\tlearn: 664.1719120\ttotal: 113ms\tremaining: 694ms\n",
      "28:\tlearn: 655.9363372\ttotal: 116ms\tremaining: 686ms\n",
      "29:\tlearn: 649.3760194\ttotal: 119ms\tremaining: 676ms\n",
      "30:\tlearn: 638.8837369\ttotal: 122ms\tremaining: 667ms\n",
      "31:\tlearn: 632.1142192\ttotal: 125ms\tremaining: 659ms\n",
      "32:\tlearn: 625.5883648\ttotal: 128ms\tremaining: 650ms\n",
      "33:\tlearn: 618.2228937\ttotal: 132ms\tremaining: 644ms\n",
      "34:\tlearn: 612.0289101\ttotal: 135ms\tremaining: 636ms\n",
      "35:\tlearn: 602.4099867\ttotal: 138ms\tremaining: 628ms\n",
      "36:\tlearn: 598.8030871\ttotal: 141ms\tremaining: 621ms\n",
      "37:\tlearn: 593.6137732\ttotal: 144ms\tremaining: 613ms\n",
      "38:\tlearn: 589.4040187\ttotal: 147ms\tremaining: 607ms\n",
      "39:\tlearn: 579.6434059\ttotal: 150ms\tremaining: 600ms\n",
      "40:\tlearn: 574.5725485\ttotal: 153ms\tremaining: 594ms\n",
      "41:\tlearn: 570.4907305\ttotal: 156ms\tremaining: 587ms\n",
      "42:\tlearn: 564.1925083\ttotal: 159ms\tremaining: 582ms\n",
      "43:\tlearn: 554.8358449\ttotal: 163ms\tremaining: 576ms\n",
      "44:\tlearn: 545.7609670\ttotal: 166ms\tremaining: 570ms\n",
      "45:\tlearn: 541.2423276\ttotal: 169ms\tremaining: 564ms\n",
      "46:\tlearn: 532.7726039\ttotal: 172ms\tremaining: 559ms\n",
      "47:\tlearn: 528.8922524\ttotal: 175ms\tremaining: 555ms\n",
      "48:\tlearn: 519.9830749\ttotal: 178ms\tremaining: 549ms\n",
      "49:\tlearn: 510.0590893\ttotal: 185ms\tremaining: 554ms\n",
      "50:\tlearn: 504.7603115\ttotal: 190ms\tremaining: 554ms\n",
      "51:\tlearn: 497.5599230\ttotal: 194ms\tremaining: 552ms\n",
      "52:\tlearn: 492.7146666\ttotal: 198ms\tremaining: 549ms\n",
      "53:\tlearn: 485.6038189\ttotal: 202ms\tremaining: 547ms\n",
      "54:\tlearn: 480.8535737\ttotal: 208ms\tremaining: 548ms\n",
      "55:\tlearn: 475.4300906\ttotal: 212ms\tremaining: 544ms\n",
      "56:\tlearn: 468.2643612\ttotal: 215ms\tremaining: 540ms\n",
      "57:\tlearn: 466.2476470\ttotal: 218ms\tremaining: 534ms\n",
      "58:\tlearn: 462.2772412\ttotal: 222ms\tremaining: 531ms\n",
      "59:\tlearn: 456.2202974\ttotal: 225ms\tremaining: 525ms\n",
      "60:\tlearn: 451.6142350\ttotal: 228ms\tremaining: 520ms\n",
      "61:\tlearn: 449.0270470\ttotal: 231ms\tremaining: 515ms\n",
      "62:\tlearn: 443.8484246\ttotal: 235ms\tremaining: 511ms\n",
      "63:\tlearn: 438.6441832\ttotal: 238ms\tremaining: 506ms\n",
      "64:\tlearn: 436.1375081\ttotal: 241ms\tremaining: 501ms\n",
      "65:\tlearn: 431.1390646\ttotal: 244ms\tremaining: 496ms\n",
      "66:\tlearn: 428.2430095\ttotal: 247ms\tremaining: 490ms\n",
      "67:\tlearn: 425.8995648\ttotal: 251ms\tremaining: 486ms\n",
      "68:\tlearn: 425.3845381\ttotal: 253ms\tremaining: 481ms\n",
      "69:\tlearn: 421.9457733\ttotal: 256ms\tremaining: 476ms\n",
      "70:\tlearn: 416.0561807\ttotal: 259ms\tremaining: 471ms\n",
      "71:\tlearn: 412.0773766\ttotal: 262ms\tremaining: 466ms\n",
      "72:\tlearn: 409.1813127\ttotal: 266ms\tremaining: 462ms\n",
      "73:\tlearn: 401.9165835\ttotal: 269ms\tremaining: 458ms\n",
      "74:\tlearn: 397.7471085\ttotal: 272ms\tremaining: 453ms\n",
      "75:\tlearn: 393.9452436\ttotal: 275ms\tremaining: 448ms\n",
      "76:\tlearn: 391.1222164\ttotal: 278ms\tremaining: 443ms\n",
      "77:\tlearn: 387.9384596\ttotal: 281ms\tremaining: 439ms\n",
      "78:\tlearn: 385.1867424\ttotal: 287ms\tremaining: 440ms\n",
      "79:\tlearn: 379.9273219\ttotal: 290ms\tremaining: 435ms\n",
      "80:\tlearn: 376.5459145\ttotal: 293ms\tremaining: 431ms\n",
      "81:\tlearn: 373.6980245\ttotal: 296ms\tremaining: 426ms\n",
      "82:\tlearn: 368.9841700\ttotal: 299ms\tremaining: 422ms\n",
      "83:\tlearn: 366.4860378\ttotal: 302ms\tremaining: 417ms\n",
      "84:\tlearn: 360.4774656\ttotal: 305ms\tremaining: 413ms\n",
      "85:\tlearn: 356.8003267\ttotal: 308ms\tremaining: 409ms\n",
      "86:\tlearn: 354.5268617\ttotal: 314ms\tremaining: 408ms\n",
      "87:\tlearn: 350.1427464\ttotal: 317ms\tremaining: 404ms\n",
      "88:\tlearn: 346.2024111\ttotal: 320ms\tremaining: 399ms\n",
      "89:\tlearn: 343.0631965\ttotal: 324ms\tremaining: 396ms\n",
      "90:\tlearn: 339.2108700\ttotal: 327ms\tremaining: 391ms\n",
      "91:\tlearn: 337.0587075\ttotal: 330ms\tremaining: 387ms\n",
      "92:\tlearn: 333.4094592\ttotal: 333ms\tremaining: 383ms\n",
      "93:\tlearn: 330.5296989\ttotal: 336ms\tremaining: 379ms\n",
      "94:\tlearn: 326.8427870\ttotal: 339ms\tremaining: 375ms\n",
      "95:\tlearn: 325.3994181\ttotal: 342ms\tremaining: 371ms\n",
      "96:\tlearn: 321.7242185\ttotal: 345ms\tremaining: 367ms\n",
      "97:\tlearn: 319.5249527\ttotal: 349ms\tremaining: 363ms\n",
      "98:\tlearn: 317.1418457\ttotal: 354ms\tremaining: 361ms\n",
      "99:\tlearn: 313.8862711\ttotal: 358ms\tremaining: 358ms\n",
      "100:\tlearn: 311.1876476\ttotal: 362ms\tremaining: 355ms\n",
      "101:\tlearn: 307.2557644\ttotal: 369ms\tremaining: 355ms\n",
      "102:\tlearn: 305.6399800\ttotal: 374ms\tremaining: 352ms\n",
      "103:\tlearn: 303.9306755\ttotal: 378ms\tremaining: 349ms\n",
      "104:\tlearn: 301.2053486\ttotal: 382ms\tremaining: 345ms\n",
      "105:\tlearn: 297.8474762\ttotal: 386ms\tremaining: 342ms\n",
      "106:\tlearn: 295.7918397\ttotal: 389ms\tremaining: 338ms\n",
      "107:\tlearn: 294.0741784\ttotal: 392ms\tremaining: 334ms\n",
      "108:\tlearn: 290.8554330\ttotal: 395ms\tremaining: 330ms\n",
      "109:\tlearn: 288.9705212\ttotal: 398ms\tremaining: 325ms\n",
      "110:\tlearn: 285.8319920\ttotal: 401ms\tremaining: 321ms\n",
      "111:\tlearn: 283.3760685\ttotal: 404ms\tremaining: 317ms\n",
      "112:\tlearn: 280.4949541\ttotal: 407ms\tremaining: 313ms\n",
      "113:\tlearn: 276.7017800\ttotal: 410ms\tremaining: 309ms\n",
      "114:\tlearn: 275.4777541\ttotal: 413ms\tremaining: 305ms\n",
      "115:\tlearn: 273.8017734\ttotal: 416ms\tremaining: 301ms\n",
      "116:\tlearn: 271.3210706\ttotal: 419ms\tremaining: 297ms\n",
      "117:\tlearn: 267.4013823\ttotal: 422ms\tremaining: 293ms\n",
      "118:\tlearn: 264.5339404\ttotal: 425ms\tremaining: 289ms\n",
      "119:\tlearn: 263.0939601\ttotal: 429ms\tremaining: 286ms\n",
      "120:\tlearn: 261.5234933\ttotal: 432ms\tremaining: 282ms\n",
      "121:\tlearn: 259.3109676\ttotal: 435ms\tremaining: 278ms\n",
      "122:\tlearn: 257.8734772\ttotal: 438ms\tremaining: 274ms\n",
      "123:\tlearn: 257.1257359\ttotal: 441ms\tremaining: 270ms\n",
      "124:\tlearn: 254.9615243\ttotal: 444ms\tremaining: 266ms\n",
      "125:\tlearn: 252.0912601\ttotal: 447ms\tremaining: 263ms\n",
      "126:\tlearn: 250.3710824\ttotal: 450ms\tremaining: 259ms\n",
      "127:\tlearn: 247.9268727\ttotal: 453ms\tremaining: 255ms\n",
      "128:\tlearn: 246.3266359\ttotal: 456ms\tremaining: 251ms\n",
      "129:\tlearn: 243.7277818\ttotal: 460ms\tremaining: 247ms\n",
      "130:\tlearn: 242.2483415\ttotal: 463ms\tremaining: 244ms\n",
      "131:\tlearn: 241.2060731\ttotal: 466ms\tremaining: 240ms\n",
      "132:\tlearn: 239.9568322\ttotal: 469ms\tremaining: 236ms\n",
      "133:\tlearn: 238.2061470\ttotal: 472ms\tremaining: 232ms\n",
      "134:\tlearn: 236.4880274\ttotal: 475ms\tremaining: 229ms\n",
      "135:\tlearn: 232.3606405\ttotal: 478ms\tremaining: 225ms\n",
      "136:\tlearn: 230.1050682\ttotal: 481ms\tremaining: 221ms\n",
      "137:\tlearn: 228.6529511\ttotal: 484ms\tremaining: 217ms\n",
      "138:\tlearn: 228.0266350\ttotal: 487ms\tremaining: 214ms\n",
      "139:\tlearn: 226.3121904\ttotal: 490ms\tremaining: 210ms\n",
      "140:\tlearn: 224.4044051\ttotal: 493ms\tremaining: 206ms\n",
      "141:\tlearn: 222.7331861\ttotal: 496ms\tremaining: 203ms\n",
      "142:\tlearn: 221.2412799\ttotal: 500ms\tremaining: 199ms\n",
      "143:\tlearn: 220.0415541\ttotal: 503ms\tremaining: 196ms\n",
      "144:\tlearn: 218.5584974\ttotal: 506ms\tremaining: 192ms\n",
      "145:\tlearn: 217.2673218\ttotal: 509ms\tremaining: 188ms\n",
      "146:\tlearn: 215.9859306\ttotal: 512ms\tremaining: 185ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "147:\tlearn: 213.7349943\ttotal: 518ms\tremaining: 182ms\n",
      "148:\tlearn: 212.4966274\ttotal: 522ms\tremaining: 179ms\n",
      "149:\tlearn: 211.7396719\ttotal: 527ms\tremaining: 176ms\n",
      "150:\tlearn: 209.9010252\ttotal: 530ms\tremaining: 172ms\n",
      "151:\tlearn: 208.4049792\ttotal: 535ms\tremaining: 169ms\n",
      "152:\tlearn: 206.2298690\ttotal: 539ms\tremaining: 166ms\n",
      "153:\tlearn: 204.9606571\ttotal: 543ms\tremaining: 162ms\n",
      "154:\tlearn: 203.4889986\ttotal: 547ms\tremaining: 159ms\n",
      "155:\tlearn: 201.6034648\ttotal: 551ms\tremaining: 155ms\n",
      "156:\tlearn: 200.3920443\ttotal: 555ms\tremaining: 152ms\n",
      "157:\tlearn: 198.7769635\ttotal: 558ms\tremaining: 148ms\n",
      "158:\tlearn: 196.9743085\ttotal: 562ms\tremaining: 145ms\n",
      "159:\tlearn: 195.6521866\ttotal: 565ms\tremaining: 141ms\n",
      "160:\tlearn: 194.7455653\ttotal: 568ms\tremaining: 138ms\n",
      "161:\tlearn: 193.3494565\ttotal: 571ms\tremaining: 134ms\n",
      "162:\tlearn: 191.4241130\ttotal: 574ms\tremaining: 130ms\n",
      "163:\tlearn: 189.8555815\ttotal: 578ms\tremaining: 127ms\n",
      "164:\tlearn: 188.9270275\ttotal: 581ms\tremaining: 123ms\n",
      "165:\tlearn: 187.9581618\ttotal: 584ms\tremaining: 120ms\n",
      "166:\tlearn: 187.2015676\ttotal: 587ms\tremaining: 116ms\n",
      "167:\tlearn: 186.4611403\ttotal: 590ms\tremaining: 112ms\n",
      "168:\tlearn: 186.3172484\ttotal: 594ms\tremaining: 109ms\n",
      "169:\tlearn: 185.4243672\ttotal: 596ms\tremaining: 105ms\n",
      "170:\tlearn: 185.0935796\ttotal: 599ms\tremaining: 102ms\n",
      "171:\tlearn: 183.6184741\ttotal: 602ms\tremaining: 98.1ms\n",
      "172:\tlearn: 181.7280146\ttotal: 607ms\tremaining: 94.7ms\n",
      "173:\tlearn: 180.4592427\ttotal: 610ms\tremaining: 91.2ms\n",
      "174:\tlearn: 179.5061091\ttotal: 613ms\tremaining: 87.6ms\n",
      "175:\tlearn: 178.5820561\ttotal: 616ms\tremaining: 84ms\n",
      "176:\tlearn: 178.1554246\ttotal: 619ms\tremaining: 80.4ms\n",
      "177:\tlearn: 176.3050625\ttotal: 623ms\tremaining: 76.9ms\n",
      "178:\tlearn: 175.2091211\ttotal: 626ms\tremaining: 73.4ms\n",
      "179:\tlearn: 174.0512287\ttotal: 629ms\tremaining: 69.8ms\n",
      "180:\tlearn: 173.3361935\ttotal: 631ms\tremaining: 66.3ms\n",
      "181:\tlearn: 171.1131665\ttotal: 634ms\tremaining: 62.8ms\n",
      "182:\tlearn: 170.2993610\ttotal: 638ms\tremaining: 59.3ms\n",
      "183:\tlearn: 169.3549299\ttotal: 641ms\tremaining: 55.7ms\n",
      "184:\tlearn: 168.0470317\ttotal: 644ms\tremaining: 52.2ms\n",
      "185:\tlearn: 166.8950337\ttotal: 652ms\tremaining: 49ms\n",
      "186:\tlearn: 166.0454932\ttotal: 655ms\tremaining: 45.5ms\n",
      "187:\tlearn: 164.6758968\ttotal: 658ms\tremaining: 42ms\n",
      "188:\tlearn: 164.3377221\ttotal: 661ms\tremaining: 38.4ms\n",
      "189:\tlearn: 163.2964205\ttotal: 664ms\tremaining: 35ms\n",
      "190:\tlearn: 162.5667159\ttotal: 668ms\tremaining: 31.5ms\n",
      "191:\tlearn: 160.8744367\ttotal: 671ms\tremaining: 27.9ms\n",
      "192:\tlearn: 160.0391223\ttotal: 674ms\tremaining: 24.4ms\n",
      "193:\tlearn: 158.1939272\ttotal: 677ms\tremaining: 20.9ms\n",
      "194:\tlearn: 157.1307888\ttotal: 680ms\tremaining: 17.4ms\n",
      "195:\tlearn: 156.5572700\ttotal: 685ms\tremaining: 14ms\n",
      "196:\tlearn: 155.8421069\ttotal: 689ms\tremaining: 10.5ms\n",
      "197:\tlearn: 154.8942509\ttotal: 693ms\tremaining: 7ms\n",
      "198:\tlearn: 153.7773174\ttotal: 701ms\tremaining: 3.52ms\n",
      "199:\tlearn: 153.1466134\ttotal: 706ms\tremaining: 0us\n",
      "0:\tlearn: 1166.5009079\ttotal: 4.01ms\tremaining: 798ms\n",
      "1:\tlearn: 1074.3438953\ttotal: 8.29ms\tremaining: 821ms\n",
      "2:\tlearn: 1037.3773315\ttotal: 12.6ms\tremaining: 826ms\n",
      "3:\tlearn: 1019.3376816\ttotal: 17.6ms\tremaining: 860ms\n",
      "4:\tlearn: 985.9987177\ttotal: 21.9ms\tremaining: 853ms\n",
      "5:\tlearn: 968.8286707\ttotal: 25.8ms\tremaining: 835ms\n",
      "6:\tlearn: 942.2809525\ttotal: 30.3ms\tremaining: 834ms\n",
      "7:\tlearn: 930.8725345\ttotal: 33.5ms\tremaining: 803ms\n",
      "8:\tlearn: 917.4608233\ttotal: 36.7ms\tremaining: 780ms\n",
      "9:\tlearn: 905.7087114\ttotal: 40ms\tremaining: 760ms\n",
      "10:\tlearn: 887.1034133\ttotal: 43.3ms\tremaining: 745ms\n",
      "11:\tlearn: 872.7654240\ttotal: 47.1ms\tremaining: 739ms\n",
      "12:\tlearn: 849.4470478\ttotal: 50.5ms\tremaining: 726ms\n",
      "13:\tlearn: 835.7452356\ttotal: 54ms\tremaining: 717ms\n",
      "14:\tlearn: 817.1901408\ttotal: 57.3ms\tremaining: 707ms\n",
      "15:\tlearn: 802.7282227\ttotal: 60.7ms\tremaining: 698ms\n",
      "16:\tlearn: 788.4867153\ttotal: 63.9ms\tremaining: 688ms\n",
      "17:\tlearn: 773.4770506\ttotal: 67.2ms\tremaining: 679ms\n",
      "18:\tlearn: 764.0190203\ttotal: 70.4ms\tremaining: 671ms\n",
      "19:\tlearn: 753.3376373\ttotal: 73.3ms\tremaining: 660ms\n",
      "20:\tlearn: 743.7973872\ttotal: 76.7ms\tremaining: 654ms\n",
      "21:\tlearn: 734.3468922\ttotal: 79.8ms\tremaining: 646ms\n",
      "22:\tlearn: 727.9744634\ttotal: 83ms\tremaining: 639ms\n",
      "23:\tlearn: 716.6707738\ttotal: 86.3ms\tremaining: 633ms\n",
      "24:\tlearn: 703.3212861\ttotal: 89.5ms\tremaining: 627ms\n",
      "25:\tlearn: 692.9990488\ttotal: 93.2ms\tremaining: 624ms\n",
      "26:\tlearn: 688.5299625\ttotal: 96.2ms\tremaining: 616ms\n",
      "27:\tlearn: 679.7879742\ttotal: 99.1ms\tremaining: 609ms\n",
      "28:\tlearn: 664.4936704\ttotal: 102ms\tremaining: 602ms\n",
      "29:\tlearn: 655.7087172\ttotal: 105ms\tremaining: 596ms\n",
      "30:\tlearn: 650.1823488\ttotal: 108ms\tremaining: 591ms\n",
      "31:\tlearn: 639.4976918\ttotal: 112ms\tremaining: 586ms\n",
      "32:\tlearn: 624.2145846\ttotal: 115ms\tremaining: 581ms\n",
      "33:\tlearn: 609.1551226\ttotal: 118ms\tremaining: 575ms\n",
      "34:\tlearn: 603.9717882\ttotal: 121ms\tremaining: 569ms\n",
      "35:\tlearn: 597.1440873\ttotal: 124ms\tremaining: 564ms\n",
      "36:\tlearn: 585.5273567\ttotal: 127ms\tremaining: 559ms\n",
      "37:\tlearn: 577.3749763\ttotal: 130ms\tremaining: 554ms\n",
      "38:\tlearn: 570.0338992\ttotal: 133ms\tremaining: 549ms\n",
      "39:\tlearn: 563.0040727\ttotal: 136ms\tremaining: 545ms\n",
      "40:\tlearn: 556.6054769\ttotal: 139ms\tremaining: 541ms\n",
      "41:\tlearn: 550.0829203\ttotal: 142ms\tremaining: 536ms\n",
      "42:\tlearn: 543.1389617\ttotal: 146ms\tremaining: 531ms\n",
      "43:\tlearn: 536.8720826\ttotal: 149ms\tremaining: 527ms\n",
      "44:\tlearn: 530.8776369\ttotal: 152ms\tremaining: 524ms\n",
      "45:\tlearn: 526.3262465\ttotal: 156ms\tremaining: 521ms\n",
      "46:\tlearn: 521.9193459\ttotal: 159ms\tremaining: 517ms\n",
      "47:\tlearn: 517.4074866\ttotal: 162ms\tremaining: 512ms\n",
      "48:\tlearn: 508.7257431\ttotal: 165ms\tremaining: 508ms\n",
      "49:\tlearn: 505.1401184\ttotal: 169ms\tremaining: 507ms\n",
      "50:\tlearn: 501.4263565\ttotal: 173ms\tremaining: 506ms\n",
      "51:\tlearn: 495.4415793\ttotal: 178ms\tremaining: 505ms\n",
      "52:\tlearn: 492.6889658\ttotal: 194ms\tremaining: 537ms\n",
      "53:\tlearn: 485.0273325\ttotal: 200ms\tremaining: 540ms\n",
      "54:\tlearn: 482.8857333\ttotal: 203ms\tremaining: 535ms\n",
      "55:\tlearn: 474.9090985\ttotal: 206ms\tremaining: 530ms\n",
      "56:\tlearn: 469.1241319\ttotal: 209ms\tremaining: 525ms\n",
      "57:\tlearn: 462.0773663\ttotal: 214ms\tremaining: 523ms\n",
      "58:\tlearn: 456.9756249\ttotal: 217ms\tremaining: 517ms\n",
      "59:\tlearn: 450.4582202\ttotal: 220ms\tremaining: 512ms\n",
      "60:\tlearn: 446.1307971\ttotal: 223ms\tremaining: 507ms\n",
      "61:\tlearn: 442.9585377\ttotal: 226ms\tremaining: 503ms\n",
      "62:\tlearn: 437.2542622\ttotal: 229ms\tremaining: 499ms\n",
      "63:\tlearn: 434.6495751\ttotal: 232ms\tremaining: 494ms\n",
      "64:\tlearn: 430.1825431\ttotal: 235ms\tremaining: 489ms\n",
      "65:\tlearn: 426.4733446\ttotal: 238ms\tremaining: 484ms\n",
      "66:\tlearn: 421.2770742\ttotal: 242ms\tremaining: 480ms\n",
      "67:\tlearn: 416.2185376\ttotal: 245ms\tremaining: 476ms\n",
      "68:\tlearn: 415.5046958\ttotal: 248ms\tremaining: 471ms\n",
      "69:\tlearn: 410.8308148\ttotal: 251ms\tremaining: 466ms\n",
      "70:\tlearn: 407.1769943\ttotal: 254ms\tremaining: 461ms\n",
      "71:\tlearn: 401.2185521\ttotal: 257ms\tremaining: 457ms\n",
      "72:\tlearn: 397.8753700\ttotal: 260ms\tremaining: 453ms\n",
      "73:\tlearn: 395.7201261\ttotal: 263ms\tremaining: 448ms\n",
      "74:\tlearn: 393.1055918\ttotal: 266ms\tremaining: 444ms\n",
      "75:\tlearn: 389.6247266\ttotal: 270ms\tremaining: 440ms\n",
      "76:\tlearn: 385.9127291\ttotal: 273ms\tremaining: 436ms\n",
      "77:\tlearn: 383.2843855\ttotal: 276ms\tremaining: 431ms\n",
      "78:\tlearn: 381.8238172\ttotal: 279ms\tremaining: 427ms\n",
      "79:\tlearn: 378.1350800\ttotal: 282ms\tremaining: 423ms\n",
      "80:\tlearn: 373.6432464\ttotal: 285ms\tremaining: 419ms\n",
      "81:\tlearn: 371.0281220\ttotal: 288ms\tremaining: 415ms\n",
      "82:\tlearn: 368.4198114\ttotal: 291ms\tremaining: 410ms\n",
      "83:\tlearn: 363.8627937\ttotal: 294ms\tremaining: 406ms\n",
      "84:\tlearn: 361.2597281\ttotal: 299ms\tremaining: 404ms\n",
      "85:\tlearn: 357.3915603\ttotal: 302ms\tremaining: 400ms\n",
      "86:\tlearn: 355.1977263\ttotal: 305ms\tremaining: 396ms\n",
      "87:\tlearn: 351.9721746\ttotal: 308ms\tremaining: 392ms\n",
      "88:\tlearn: 347.7094072\ttotal: 311ms\tremaining: 388ms\n",
      "89:\tlearn: 343.7599121\ttotal: 314ms\tremaining: 384ms\n",
      "90:\tlearn: 341.1937523\ttotal: 317ms\tremaining: 380ms\n",
      "91:\tlearn: 339.0988083\ttotal: 320ms\tremaining: 376ms\n",
      "92:\tlearn: 336.5948672\ttotal: 324ms\tremaining: 372ms\n",
      "93:\tlearn: 334.3574852\ttotal: 327ms\tremaining: 368ms\n",
      "94:\tlearn: 331.1829046\ttotal: 330ms\tremaining: 365ms\n",
      "95:\tlearn: 328.8491122\ttotal: 335ms\tremaining: 363ms\n",
      "96:\tlearn: 324.4092243\ttotal: 340ms\tremaining: 361ms\n",
      "97:\tlearn: 322.0745556\ttotal: 345ms\tremaining: 359ms\n",
      "98:\tlearn: 319.0206212\ttotal: 350ms\tremaining: 357ms\n",
      "99:\tlearn: 317.6940774\ttotal: 354ms\tremaining: 354ms\n",
      "100:\tlearn: 315.9231305\ttotal: 358ms\tremaining: 351ms\n",
      "101:\tlearn: 313.5678209\ttotal: 362ms\tremaining: 348ms\n",
      "102:\tlearn: 311.1646224\ttotal: 367ms\tremaining: 346ms\n",
      "103:\tlearn: 308.7390104\ttotal: 370ms\tremaining: 342ms\n",
      "104:\tlearn: 306.8979507\ttotal: 374ms\tremaining: 338ms\n",
      "105:\tlearn: 305.0542239\ttotal: 377ms\tremaining: 334ms\n",
      "106:\tlearn: 302.6732387\ttotal: 380ms\tremaining: 330ms\n",
      "107:\tlearn: 299.7630380\ttotal: 383ms\tremaining: 326ms\n",
      "108:\tlearn: 296.0616962\ttotal: 386ms\tremaining: 322ms\n",
      "109:\tlearn: 294.3383409\ttotal: 390ms\tremaining: 319ms\n",
      "110:\tlearn: 292.3511571\ttotal: 393ms\tremaining: 315ms\n",
      "111:\tlearn: 289.3927604\ttotal: 396ms\tremaining: 311ms\n",
      "112:\tlearn: 285.5835725\ttotal: 399ms\tremaining: 307ms\n",
      "113:\tlearn: 282.7834006\ttotal: 402ms\tremaining: 303ms\n",
      "114:\tlearn: 280.9108037\ttotal: 405ms\tremaining: 299ms\n",
      "115:\tlearn: 279.3366846\ttotal: 408ms\tremaining: 295ms\n",
      "116:\tlearn: 276.5242173\ttotal: 411ms\tremaining: 292ms\n",
      "117:\tlearn: 275.3852579\ttotal: 414ms\tremaining: 288ms\n",
      "118:\tlearn: 274.2721989\ttotal: 417ms\tremaining: 284ms\n",
      "119:\tlearn: 272.3889073\ttotal: 420ms\tremaining: 280ms\n",
      "120:\tlearn: 269.9313582\ttotal: 424ms\tremaining: 277ms\n",
      "121:\tlearn: 267.9988614\ttotal: 427ms\tremaining: 273ms\n",
      "122:\tlearn: 265.6666923\ttotal: 430ms\tremaining: 269ms\n",
      "123:\tlearn: 261.2441631\ttotal: 433ms\tremaining: 265ms\n",
      "124:\tlearn: 259.3757814\ttotal: 436ms\tremaining: 262ms\n",
      "125:\tlearn: 256.8802233\ttotal: 440ms\tremaining: 258ms\n",
      "126:\tlearn: 253.6653966\ttotal: 443ms\tremaining: 254ms\n",
      "127:\tlearn: 252.5324448\ttotal: 446ms\tremaining: 251ms\n",
      "128:\tlearn: 249.2409884\ttotal: 449ms\tremaining: 247ms\n",
      "129:\tlearn: 247.3961940\ttotal: 483ms\tremaining: 260ms\n",
      "130:\tlearn: 245.4012700\ttotal: 486ms\tremaining: 256ms\n",
      "131:\tlearn: 243.8468306\ttotal: 489ms\tremaining: 252ms\n",
      "132:\tlearn: 241.4130093\ttotal: 492ms\tremaining: 248ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "133:\tlearn: 240.0009592\ttotal: 497ms\tremaining: 245ms\n",
      "134:\tlearn: 237.2856280\ttotal: 502ms\tremaining: 242ms\n",
      "135:\tlearn: 235.9894588\ttotal: 506ms\tremaining: 238ms\n",
      "136:\tlearn: 234.6188448\ttotal: 510ms\tremaining: 235ms\n",
      "137:\tlearn: 232.3438408\ttotal: 515ms\tremaining: 231ms\n",
      "138:\tlearn: 230.7855090\ttotal: 520ms\tremaining: 228ms\n",
      "139:\tlearn: 229.1391146\ttotal: 524ms\tremaining: 225ms\n",
      "140:\tlearn: 227.7006626\ttotal: 528ms\tremaining: 221ms\n",
      "141:\tlearn: 225.8204601\ttotal: 531ms\tremaining: 217ms\n",
      "142:\tlearn: 224.3403989\ttotal: 534ms\tremaining: 213ms\n",
      "143:\tlearn: 223.2633710\ttotal: 539ms\tremaining: 210ms\n",
      "144:\tlearn: 221.8042424\ttotal: 542ms\tremaining: 206ms\n",
      "145:\tlearn: 220.7375545\ttotal: 545ms\tremaining: 202ms\n",
      "146:\tlearn: 219.6692756\ttotal: 549ms\tremaining: 198ms\n",
      "147:\tlearn: 217.9496312\ttotal: 552ms\tremaining: 194ms\n",
      "148:\tlearn: 215.9061807\ttotal: 555ms\tremaining: 190ms\n",
      "149:\tlearn: 214.6610072\ttotal: 558ms\tremaining: 186ms\n",
      "150:\tlearn: 213.3439000\ttotal: 562ms\tremaining: 182ms\n",
      "151:\tlearn: 211.4351321\ttotal: 565ms\tremaining: 178ms\n",
      "152:\tlearn: 210.0768886\ttotal: 568ms\tremaining: 175ms\n",
      "153:\tlearn: 208.2814948\ttotal: 571ms\tremaining: 171ms\n",
      "154:\tlearn: 206.7061239\ttotal: 574ms\tremaining: 167ms\n",
      "155:\tlearn: 205.2882022\ttotal: 578ms\tremaining: 163ms\n",
      "156:\tlearn: 203.8382483\ttotal: 581ms\tremaining: 159ms\n",
      "157:\tlearn: 202.5468593\ttotal: 584ms\tremaining: 155ms\n",
      "158:\tlearn: 201.4250122\ttotal: 587ms\tremaining: 151ms\n",
      "159:\tlearn: 199.9104544\ttotal: 590ms\tremaining: 147ms\n",
      "160:\tlearn: 198.2191175\ttotal: 593ms\tremaining: 144ms\n",
      "161:\tlearn: 197.1651235\ttotal: 596ms\tremaining: 140ms\n",
      "162:\tlearn: 195.7103299\ttotal: 599ms\tremaining: 136ms\n",
      "163:\tlearn: 193.1735615\ttotal: 602ms\tremaining: 132ms\n",
      "164:\tlearn: 191.1784923\ttotal: 606ms\tremaining: 128ms\n",
      "165:\tlearn: 189.8792842\ttotal: 614ms\tremaining: 126ms\n",
      "166:\tlearn: 187.9240289\ttotal: 617ms\tremaining: 122ms\n",
      "167:\tlearn: 186.8602574\ttotal: 620ms\tremaining: 118ms\n",
      "168:\tlearn: 185.3405531\ttotal: 624ms\tremaining: 114ms\n",
      "169:\tlearn: 184.1519462\ttotal: 627ms\tremaining: 111ms\n",
      "170:\tlearn: 183.2408293\ttotal: 630ms\tremaining: 107ms\n",
      "171:\tlearn: 182.3340526\ttotal: 632ms\tremaining: 103ms\n",
      "172:\tlearn: 180.3423757\ttotal: 636ms\tremaining: 99.2ms\n",
      "173:\tlearn: 179.5926207\ttotal: 639ms\tremaining: 95.5ms\n",
      "174:\tlearn: 178.3946735\ttotal: 642ms\tremaining: 91.7ms\n",
      "175:\tlearn: 177.0521754\ttotal: 645ms\tremaining: 87.9ms\n",
      "176:\tlearn: 176.5894501\ttotal: 648ms\tremaining: 84.2ms\n",
      "177:\tlearn: 175.4582234\ttotal: 651ms\tremaining: 80.5ms\n",
      "178:\tlearn: 174.1847224\ttotal: 655ms\tremaining: 76.8ms\n",
      "179:\tlearn: 172.7041111\ttotal: 658ms\tremaining: 73.1ms\n",
      "180:\tlearn: 171.8798609\ttotal: 661ms\tremaining: 69.3ms\n",
      "181:\tlearn: 171.0360586\ttotal: 665ms\tremaining: 65.8ms\n",
      "182:\tlearn: 170.4308063\ttotal: 670ms\tremaining: 62.3ms\n",
      "183:\tlearn: 168.9398434\ttotal: 674ms\tremaining: 58.6ms\n",
      "184:\tlearn: 167.5447169\ttotal: 679ms\tremaining: 55.1ms\n",
      "185:\tlearn: 167.1718160\ttotal: 683ms\tremaining: 51.4ms\n",
      "186:\tlearn: 166.2708759\ttotal: 687ms\tremaining: 47.8ms\n",
      "187:\tlearn: 164.9930907\ttotal: 692ms\tremaining: 44.2ms\n",
      "188:\tlearn: 163.3690527\ttotal: 696ms\tremaining: 40.5ms\n",
      "189:\tlearn: 162.2467012\ttotal: 699ms\tremaining: 36.8ms\n",
      "190:\tlearn: 160.6826593\ttotal: 702ms\tremaining: 33.1ms\n",
      "191:\tlearn: 159.3646680\ttotal: 705ms\tremaining: 29.4ms\n",
      "192:\tlearn: 157.5941585\ttotal: 708ms\tremaining: 25.7ms\n",
      "193:\tlearn: 155.9584257\ttotal: 712ms\tremaining: 22ms\n",
      "194:\tlearn: 155.5563978\ttotal: 715ms\tremaining: 18.3ms\n",
      "195:\tlearn: 154.1099079\ttotal: 718ms\tremaining: 14.6ms\n",
      "196:\tlearn: 153.5667396\ttotal: 721ms\tremaining: 11ms\n",
      "197:\tlearn: 153.1367455\ttotal: 724ms\tremaining: 7.31ms\n",
      "198:\tlearn: 152.1983537\ttotal: 727ms\tremaining: 3.65ms\n",
      "199:\tlearn: 151.1782264\ttotal: 730ms\tremaining: 0us\n",
      "0:\tlearn: 1155.9928526\ttotal: 3.02ms\tremaining: 600ms\n",
      "1:\tlearn: 1094.4297412\ttotal: 6.38ms\tremaining: 632ms\n",
      "2:\tlearn: 1063.5531698\ttotal: 9.98ms\tremaining: 655ms\n",
      "3:\tlearn: 1044.1631880\ttotal: 13.2ms\tremaining: 647ms\n",
      "4:\tlearn: 1023.4888757\ttotal: 16.5ms\tremaining: 643ms\n",
      "5:\tlearn: 1004.2299933\ttotal: 19.7ms\tremaining: 637ms\n",
      "6:\tlearn: 977.5108270\ttotal: 23.3ms\tremaining: 644ms\n",
      "7:\tlearn: 959.9501249\ttotal: 26.6ms\tremaining: 639ms\n",
      "8:\tlearn: 934.9473776\ttotal: 30.1ms\tremaining: 638ms\n",
      "9:\tlearn: 909.3302497\ttotal: 33.4ms\tremaining: 634ms\n",
      "10:\tlearn: 891.4399556\ttotal: 36.7ms\tremaining: 630ms\n",
      "11:\tlearn: 872.5937064\ttotal: 40.5ms\tremaining: 634ms\n",
      "12:\tlearn: 859.1561619\ttotal: 43.8ms\tremaining: 630ms\n",
      "13:\tlearn: 851.3072368\ttotal: 47.1ms\tremaining: 625ms\n",
      "14:\tlearn: 832.9993771\ttotal: 50.4ms\tremaining: 621ms\n",
      "15:\tlearn: 811.7706379\ttotal: 54.1ms\tremaining: 622ms\n",
      "16:\tlearn: 800.4822517\ttotal: 57.5ms\tremaining: 619ms\n",
      "17:\tlearn: 790.6941590\ttotal: 60.7ms\tremaining: 614ms\n",
      "18:\tlearn: 778.2991607\ttotal: 64ms\tremaining: 609ms\n",
      "19:\tlearn: 770.1813450\ttotal: 67.2ms\tremaining: 605ms\n",
      "20:\tlearn: 753.2410277\ttotal: 71.2ms\tremaining: 606ms\n",
      "21:\tlearn: 741.7170264\ttotal: 74.4ms\tremaining: 602ms\n",
      "22:\tlearn: 729.2060622\ttotal: 77.7ms\tremaining: 598ms\n",
      "23:\tlearn: 712.5308152\ttotal: 81ms\tremaining: 594ms\n",
      "24:\tlearn: 699.9465356\ttotal: 84.4ms\tremaining: 591ms\n",
      "25:\tlearn: 688.2576799\ttotal: 87.7ms\tremaining: 587ms\n",
      "26:\tlearn: 674.5740083\ttotal: 91.1ms\tremaining: 584ms\n",
      "27:\tlearn: 666.6169730\ttotal: 94.5ms\tremaining: 581ms\n",
      "28:\tlearn: 659.3677615\ttotal: 97.9ms\tremaining: 577ms\n",
      "29:\tlearn: 650.6161265\ttotal: 102ms\tremaining: 576ms\n",
      "30:\tlearn: 637.7506807\ttotal: 105ms\tremaining: 571ms\n",
      "31:\tlearn: 633.6645759\ttotal: 108ms\tremaining: 566ms\n",
      "32:\tlearn: 624.7361779\ttotal: 111ms\tremaining: 560ms\n",
      "33:\tlearn: 618.0364771\ttotal: 114ms\tremaining: 556ms\n",
      "34:\tlearn: 611.7829471\ttotal: 117ms\tremaining: 553ms\n",
      "35:\tlearn: 603.6726415\ttotal: 120ms\tremaining: 548ms\n",
      "36:\tlearn: 598.9869196\ttotal: 123ms\tremaining: 543ms\n",
      "37:\tlearn: 595.3032840\ttotal: 126ms\tremaining: 538ms\n",
      "38:\tlearn: 584.8933062\ttotal: 129ms\tremaining: 534ms\n",
      "39:\tlearn: 575.7870558\ttotal: 132ms\tremaining: 529ms\n",
      "40:\tlearn: 568.7031215\ttotal: 135ms\tremaining: 525ms\n",
      "41:\tlearn: 565.5175659\ttotal: 138ms\tremaining: 520ms\n",
      "42:\tlearn: 560.4769647\ttotal: 141ms\tremaining: 516ms\n",
      "43:\tlearn: 552.9711507\ttotal: 145ms\tremaining: 513ms\n",
      "44:\tlearn: 544.5343451\ttotal: 148ms\tremaining: 509ms\n",
      "45:\tlearn: 541.0303274\ttotal: 151ms\tremaining: 505ms\n",
      "46:\tlearn: 532.3134215\ttotal: 154ms\tremaining: 501ms\n",
      "47:\tlearn: 526.7156127\ttotal: 157ms\tremaining: 497ms\n",
      "48:\tlearn: 517.0866384\ttotal: 161ms\tremaining: 495ms\n",
      "49:\tlearn: 511.5110085\ttotal: 164ms\tremaining: 491ms\n",
      "50:\tlearn: 507.2857836\ttotal: 167ms\tremaining: 487ms\n",
      "51:\tlearn: 500.5558233\ttotal: 170ms\tremaining: 483ms\n",
      "52:\tlearn: 494.9389154\ttotal: 174ms\tremaining: 484ms\n",
      "53:\tlearn: 488.2489535\ttotal: 179ms\tremaining: 484ms\n",
      "54:\tlearn: 483.5723447\ttotal: 185ms\tremaining: 487ms\n",
      "55:\tlearn: 480.7415400\ttotal: 190ms\tremaining: 488ms\n",
      "56:\tlearn: 475.6931188\ttotal: 194ms\tremaining: 487ms\n",
      "57:\tlearn: 471.6657647\ttotal: 199ms\tremaining: 487ms\n",
      "58:\tlearn: 466.3630194\ttotal: 203ms\tremaining: 486ms\n",
      "59:\tlearn: 462.2562806\ttotal: 208ms\tremaining: 485ms\n",
      "60:\tlearn: 457.5943258\ttotal: 212ms\tremaining: 483ms\n",
      "61:\tlearn: 451.9755823\ttotal: 215ms\tremaining: 479ms\n",
      "62:\tlearn: 446.3960943\ttotal: 219ms\tremaining: 477ms\n",
      "63:\tlearn: 443.6425169\ttotal: 222ms\tremaining: 472ms\n",
      "64:\tlearn: 441.3920616\ttotal: 225ms\tremaining: 468ms\n",
      "65:\tlearn: 437.3548290\ttotal: 228ms\tremaining: 464ms\n",
      "66:\tlearn: 431.4652128\ttotal: 231ms\tremaining: 459ms\n",
      "67:\tlearn: 427.1398174\ttotal: 235ms\tremaining: 456ms\n",
      "68:\tlearn: 421.4779196\ttotal: 238ms\tremaining: 452ms\n",
      "69:\tlearn: 416.6287469\ttotal: 241ms\tremaining: 448ms\n",
      "70:\tlearn: 410.8253879\ttotal: 244ms\tremaining: 444ms\n",
      "71:\tlearn: 406.6433618\ttotal: 247ms\tremaining: 439ms\n",
      "72:\tlearn: 403.1488994\ttotal: 250ms\tremaining: 436ms\n",
      "73:\tlearn: 399.8788132\ttotal: 253ms\tremaining: 432ms\n",
      "74:\tlearn: 394.7803506\ttotal: 256ms\tremaining: 427ms\n",
      "75:\tlearn: 391.4624342\ttotal: 260ms\tremaining: 423ms\n",
      "76:\tlearn: 387.4958377\ttotal: 263ms\tremaining: 419ms\n",
      "77:\tlearn: 385.1441997\ttotal: 266ms\tremaining: 416ms\n",
      "78:\tlearn: 380.4965221\ttotal: 269ms\tremaining: 412ms\n",
      "79:\tlearn: 377.4889815\ttotal: 272ms\tremaining: 408ms\n",
      "80:\tlearn: 374.1817096\ttotal: 275ms\tremaining: 404ms\n",
      "81:\tlearn: 372.6903170\ttotal: 278ms\tremaining: 400ms\n",
      "82:\tlearn: 368.0769282\ttotal: 281ms\tremaining: 397ms\n",
      "83:\tlearn: 365.5383462\ttotal: 284ms\tremaining: 393ms\n",
      "84:\tlearn: 363.3055483\ttotal: 287ms\tremaining: 389ms\n",
      "85:\tlearn: 359.4773258\ttotal: 290ms\tremaining: 385ms\n",
      "86:\tlearn: 357.0354275\ttotal: 294ms\tremaining: 382ms\n",
      "87:\tlearn: 352.6916758\ttotal: 297ms\tremaining: 378ms\n",
      "88:\tlearn: 351.0438777\ttotal: 300ms\tremaining: 374ms\n",
      "89:\tlearn: 347.1719021\ttotal: 303ms\tremaining: 370ms\n",
      "90:\tlearn: 344.6791093\ttotal: 306ms\tremaining: 367ms\n",
      "91:\tlearn: 338.8235787\ttotal: 310ms\tremaining: 364ms\n",
      "92:\tlearn: 334.3622876\ttotal: 313ms\tremaining: 360ms\n",
      "93:\tlearn: 332.9116664\ttotal: 316ms\tremaining: 356ms\n",
      "94:\tlearn: 329.8206202\ttotal: 319ms\tremaining: 353ms\n",
      "95:\tlearn: 326.8217702\ttotal: 323ms\tremaining: 350ms\n",
      "96:\tlearn: 322.4861574\ttotal: 326ms\tremaining: 346ms\n",
      "97:\tlearn: 320.7241466\ttotal: 329ms\tremaining: 343ms\n",
      "98:\tlearn: 319.3136841\ttotal: 332ms\tremaining: 339ms\n",
      "99:\tlearn: 317.8504587\ttotal: 335ms\tremaining: 335ms\n",
      "100:\tlearn: 314.9807262\ttotal: 339ms\tremaining: 332ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "101:\tlearn: 313.0431676\ttotal: 343ms\tremaining: 330ms\n",
      "102:\tlearn: 310.5975106\ttotal: 347ms\tremaining: 327ms\n",
      "103:\tlearn: 307.3918566\ttotal: 352ms\tremaining: 325ms\n",
      "104:\tlearn: 305.0251821\ttotal: 357ms\tremaining: 323ms\n",
      "105:\tlearn: 301.5524671\ttotal: 361ms\tremaining: 320ms\n",
      "106:\tlearn: 298.1816431\ttotal: 365ms\tremaining: 317ms\n",
      "107:\tlearn: 295.6395829\ttotal: 370ms\tremaining: 315ms\n",
      "108:\tlearn: 294.1917308\ttotal: 373ms\tremaining: 312ms\n",
      "109:\tlearn: 290.6978035\ttotal: 376ms\tremaining: 308ms\n",
      "110:\tlearn: 288.5345059\ttotal: 380ms\tremaining: 304ms\n",
      "111:\tlearn: 287.7947231\ttotal: 385ms\tremaining: 302ms\n",
      "112:\tlearn: 285.1566992\ttotal: 388ms\tremaining: 298ms\n",
      "113:\tlearn: 280.4275925\ttotal: 391ms\tremaining: 295ms\n",
      "114:\tlearn: 277.3524024\ttotal: 394ms\tremaining: 291ms\n",
      "115:\tlearn: 274.9003344\ttotal: 398ms\tremaining: 288ms\n",
      "116:\tlearn: 273.9974995\ttotal: 401ms\tremaining: 285ms\n",
      "117:\tlearn: 271.9630277\ttotal: 404ms\tremaining: 281ms\n",
      "118:\tlearn: 270.1108771\ttotal: 407ms\tremaining: 277ms\n",
      "119:\tlearn: 268.8420647\ttotal: 410ms\tremaining: 273ms\n",
      "120:\tlearn: 266.8656944\ttotal: 422ms\tremaining: 275ms\n",
      "121:\tlearn: 265.0161869\ttotal: 425ms\tremaining: 271ms\n",
      "122:\tlearn: 261.9959273\ttotal: 428ms\tremaining: 268ms\n",
      "123:\tlearn: 260.0777844\ttotal: 431ms\tremaining: 264ms\n",
      "124:\tlearn: 256.8661276\ttotal: 434ms\tremaining: 261ms\n",
      "125:\tlearn: 255.4149628\ttotal: 437ms\tremaining: 257ms\n",
      "126:\tlearn: 252.3845756\ttotal: 440ms\tremaining: 253ms\n",
      "127:\tlearn: 250.2057119\ttotal: 444ms\tremaining: 250ms\n",
      "128:\tlearn: 249.0746485\ttotal: 447ms\tremaining: 246ms\n",
      "129:\tlearn: 245.7345216\ttotal: 450ms\tremaining: 242ms\n",
      "130:\tlearn: 244.5450940\ttotal: 453ms\tremaining: 238ms\n",
      "131:\tlearn: 242.7369507\ttotal: 456ms\tremaining: 235ms\n",
      "132:\tlearn: 241.3487563\ttotal: 459ms\tremaining: 231ms\n",
      "133:\tlearn: 239.6986957\ttotal: 462ms\tremaining: 228ms\n",
      "134:\tlearn: 236.5565013\ttotal: 465ms\tremaining: 224ms\n",
      "135:\tlearn: 234.5947941\ttotal: 468ms\tremaining: 220ms\n",
      "136:\tlearn: 232.8002381\ttotal: 471ms\tremaining: 217ms\n",
      "137:\tlearn: 231.2367638\ttotal: 474ms\tremaining: 213ms\n",
      "138:\tlearn: 230.3085421\ttotal: 478ms\tremaining: 210ms\n",
      "139:\tlearn: 228.0749912\ttotal: 481ms\tremaining: 206ms\n",
      "140:\tlearn: 227.2831551\ttotal: 484ms\tremaining: 202ms\n",
      "141:\tlearn: 224.1929706\ttotal: 487ms\tremaining: 199ms\n",
      "142:\tlearn: 223.0676685\ttotal: 490ms\tremaining: 195ms\n",
      "143:\tlearn: 222.2861776\ttotal: 493ms\tremaining: 192ms\n",
      "144:\tlearn: 220.8279726\ttotal: 497ms\tremaining: 188ms\n",
      "145:\tlearn: 219.3092963\ttotal: 500ms\tremaining: 185ms\n",
      "146:\tlearn: 217.5407727\ttotal: 503ms\tremaining: 181ms\n",
      "147:\tlearn: 216.3709035\ttotal: 506ms\tremaining: 178ms\n",
      "148:\tlearn: 215.1798279\ttotal: 511ms\tremaining: 175ms\n",
      "149:\tlearn: 212.8704316\ttotal: 515ms\tremaining: 172ms\n",
      "150:\tlearn: 211.5929020\ttotal: 524ms\tremaining: 170ms\n",
      "151:\tlearn: 209.4807336\ttotal: 528ms\tremaining: 167ms\n",
      "152:\tlearn: 208.4385183\ttotal: 533ms\tremaining: 164ms\n",
      "153:\tlearn: 206.8634857\ttotal: 538ms\tremaining: 161ms\n",
      "154:\tlearn: 205.4683961\ttotal: 541ms\tremaining: 157ms\n",
      "155:\tlearn: 204.1994503\ttotal: 544ms\tremaining: 153ms\n",
      "156:\tlearn: 203.6052262\ttotal: 548ms\tremaining: 150ms\n",
      "157:\tlearn: 202.3271427\ttotal: 551ms\tremaining: 146ms\n",
      "158:\tlearn: 199.7708356\ttotal: 554ms\tremaining: 143ms\n",
      "159:\tlearn: 198.3758533\ttotal: 557ms\tremaining: 139ms\n",
      "160:\tlearn: 197.4884754\ttotal: 560ms\tremaining: 136ms\n",
      "161:\tlearn: 196.2863662\ttotal: 564ms\tremaining: 132ms\n",
      "162:\tlearn: 195.0389552\ttotal: 567ms\tremaining: 129ms\n",
      "163:\tlearn: 193.8136936\ttotal: 570ms\tremaining: 125ms\n",
      "164:\tlearn: 191.8239849\ttotal: 573ms\tremaining: 122ms\n",
      "165:\tlearn: 190.3848799\ttotal: 576ms\tremaining: 118ms\n",
      "166:\tlearn: 188.3490760\ttotal: 580ms\tremaining: 115ms\n",
      "167:\tlearn: 186.4296716\ttotal: 583ms\tremaining: 111ms\n",
      "168:\tlearn: 185.6094558\ttotal: 586ms\tremaining: 107ms\n",
      "169:\tlearn: 183.9269171\ttotal: 589ms\tremaining: 104ms\n",
      "170:\tlearn: 182.3642234\ttotal: 592ms\tremaining: 100ms\n",
      "171:\tlearn: 181.0734369\ttotal: 595ms\tremaining: 96.9ms\n",
      "172:\tlearn: 177.8162478\ttotal: 598ms\tremaining: 93.4ms\n",
      "173:\tlearn: 176.1749278\ttotal: 601ms\tremaining: 89.9ms\n",
      "174:\tlearn: 174.5011501\ttotal: 604ms\tremaining: 86.4ms\n",
      "175:\tlearn: 173.1408307\ttotal: 608ms\tremaining: 82.9ms\n",
      "176:\tlearn: 171.6218765\ttotal: 611ms\tremaining: 79.4ms\n",
      "177:\tlearn: 170.7999077\ttotal: 614ms\tremaining: 75.9ms\n",
      "178:\tlearn: 170.4244428\ttotal: 617ms\tremaining: 72.4ms\n",
      "179:\tlearn: 168.7908140\ttotal: 620ms\tremaining: 68.9ms\n",
      "180:\tlearn: 167.9324853\ttotal: 623ms\tremaining: 65.4ms\n",
      "181:\tlearn: 167.4568032\ttotal: 626ms\tremaining: 61.9ms\n",
      "182:\tlearn: 166.4932853\ttotal: 629ms\tremaining: 58.5ms\n",
      "183:\tlearn: 164.7421998\ttotal: 632ms\tremaining: 55ms\n",
      "184:\tlearn: 163.6579770\ttotal: 635ms\tremaining: 51.5ms\n",
      "185:\tlearn: 162.1085017\ttotal: 638ms\tremaining: 48.1ms\n",
      "186:\tlearn: 161.3523096\ttotal: 641ms\tremaining: 44.6ms\n",
      "187:\tlearn: 160.1063684\ttotal: 645ms\tremaining: 41.1ms\n",
      "188:\tlearn: 158.3062950\ttotal: 648ms\tremaining: 37.7ms\n",
      "189:\tlearn: 156.8939616\ttotal: 651ms\tremaining: 34.3ms\n",
      "190:\tlearn: 155.9925164\ttotal: 654ms\tremaining: 30.8ms\n",
      "191:\tlearn: 154.3163744\ttotal: 657ms\tremaining: 27.4ms\n",
      "192:\tlearn: 153.4456004\ttotal: 660ms\tremaining: 24ms\n",
      "193:\tlearn: 152.2859718\ttotal: 663ms\tremaining: 20.5ms\n",
      "194:\tlearn: 151.0784288\ttotal: 667ms\tremaining: 17.1ms\n",
      "195:\tlearn: 150.1835002\ttotal: 670ms\tremaining: 13.7ms\n",
      "196:\tlearn: 149.1705833\ttotal: 673ms\tremaining: 10.2ms\n",
      "197:\tlearn: 148.3494477\ttotal: 678ms\tremaining: 6.85ms\n",
      "198:\tlearn: 146.7148504\ttotal: 682ms\tremaining: 3.43ms\n",
      "199:\tlearn: 146.0267047\ttotal: 687ms\tremaining: 0us\n",
      "0:\tlearn: 874.1200363\ttotal: 11.4ms\tremaining: 1.47s\n",
      "1:\tlearn: 786.1690532\ttotal: 23.5ms\tremaining: 1.5s\n",
      "2:\tlearn: 776.8458574\ttotal: 34.4ms\tremaining: 1.46s\n",
      "3:\tlearn: 766.7423179\ttotal: 40ms\tremaining: 1.26s\n",
      "4:\tlearn: 730.3184659\ttotal: 44.7ms\tremaining: 1.12s\n",
      "5:\tlearn: 725.3329495\ttotal: 50.4ms\tremaining: 1.04s\n",
      "6:\tlearn: 716.4152695\ttotal: 56.8ms\tremaining: 999ms\n",
      "7:\tlearn: 713.3680121\ttotal: 61.2ms\tremaining: 934ms\n",
      "8:\tlearn: 698.1599277\ttotal: 65.2ms\tremaining: 876ms\n",
      "9:\tlearn: 694.9524510\ttotal: 73.6ms\tremaining: 883ms\n",
      "10:\tlearn: 678.8524772\ttotal: 77ms\tremaining: 834ms\n",
      "11:\tlearn: 668.2144023\ttotal: 80.7ms\tremaining: 793ms\n",
      "12:\tlearn: 661.8179386\ttotal: 85ms\tremaining: 765ms\n",
      "13:\tlearn: 652.0859867\ttotal: 88.4ms\tremaining: 733ms\n",
      "14:\tlearn: 643.2900838\ttotal: 91.7ms\tremaining: 703ms\n",
      "15:\tlearn: 637.7952346\ttotal: 94.9ms\tremaining: 677ms\n",
      "16:\tlearn: 632.6200797\ttotal: 99ms\tremaining: 658ms\n",
      "17:\tlearn: 627.9572450\ttotal: 103ms\tremaining: 638ms\n",
      "18:\tlearn: 623.7390973\ttotal: 106ms\tremaining: 620ms\n",
      "19:\tlearn: 621.6286644\ttotal: 110ms\tremaining: 603ms\n",
      "20:\tlearn: 615.4014054\ttotal: 114ms\tremaining: 589ms\n",
      "21:\tlearn: 607.6344009\ttotal: 117ms\tremaining: 574ms\n",
      "22:\tlearn: 590.2517062\ttotal: 120ms\tremaining: 560ms\n",
      "23:\tlearn: 589.4142110\ttotal: 124ms\tremaining: 546ms\n",
      "24:\tlearn: 583.7544610\ttotal: 127ms\tremaining: 534ms\n",
      "25:\tlearn: 581.7206818\ttotal: 130ms\tremaining: 522ms\n",
      "26:\tlearn: 577.0436203\ttotal: 134ms\tremaining: 510ms\n",
      "27:\tlearn: 574.6920814\ttotal: 137ms\tremaining: 499ms\n",
      "28:\tlearn: 568.0513173\ttotal: 140ms\tremaining: 489ms\n",
      "29:\tlearn: 556.3650312\ttotal: 144ms\tremaining: 480ms\n",
      "30:\tlearn: 552.9951090\ttotal: 148ms\tremaining: 471ms\n",
      "31:\tlearn: 548.8996401\ttotal: 151ms\tremaining: 462ms\n",
      "32:\tlearn: 544.8486731\ttotal: 154ms\tremaining: 453ms\n",
      "33:\tlearn: 538.6543499\ttotal: 158ms\tremaining: 446ms\n",
      "34:\tlearn: 535.2844477\ttotal: 161ms\tremaining: 438ms\n",
      "35:\tlearn: 534.4021470\ttotal: 164ms\tremaining: 429ms\n",
      "36:\tlearn: 533.3807986\ttotal: 168ms\tremaining: 422ms\n",
      "37:\tlearn: 532.0839938\ttotal: 171ms\tremaining: 415ms\n",
      "38:\tlearn: 524.6400728\ttotal: 176ms\tremaining: 411ms\n",
      "39:\tlearn: 519.8430420\ttotal: 184ms\tremaining: 414ms\n",
      "40:\tlearn: 516.6091518\ttotal: 189ms\tremaining: 410ms\n",
      "41:\tlearn: 514.5088686\ttotal: 193ms\tremaining: 404ms\n",
      "42:\tlearn: 510.8413641\ttotal: 198ms\tremaining: 401ms\n",
      "43:\tlearn: 508.1998672\ttotal: 203ms\tremaining: 398ms\n",
      "44:\tlearn: 505.6833992\ttotal: 207ms\tremaining: 391ms\n",
      "45:\tlearn: 502.5837877\ttotal: 212ms\tremaining: 388ms\n",
      "46:\tlearn: 497.4679610\ttotal: 216ms\tremaining: 381ms\n",
      "47:\tlearn: 490.0178323\ttotal: 220ms\tremaining: 376ms\n",
      "48:\tlearn: 486.7048746\ttotal: 224ms\tremaining: 370ms\n",
      "49:\tlearn: 485.8153589\ttotal: 227ms\tremaining: 364ms\n",
      "50:\tlearn: 481.6304080\ttotal: 231ms\tremaining: 357ms\n",
      "51:\tlearn: 480.8399554\ttotal: 235ms\tremaining: 352ms\n",
      "52:\tlearn: 477.1215449\ttotal: 238ms\tremaining: 346ms\n",
      "53:\tlearn: 476.7786818\ttotal: 242ms\tremaining: 340ms\n",
      "54:\tlearn: 476.3241270\ttotal: 245ms\tremaining: 334ms\n",
      "55:\tlearn: 474.8788700\ttotal: 249ms\tremaining: 329ms\n",
      "56:\tlearn: 473.7254921\ttotal: 252ms\tremaining: 323ms\n",
      "57:\tlearn: 469.9460861\ttotal: 255ms\tremaining: 317ms\n",
      "58:\tlearn: 469.0121799\ttotal: 259ms\tremaining: 311ms\n",
      "59:\tlearn: 466.1446713\ttotal: 262ms\tremaining: 306ms\n",
      "60:\tlearn: 464.6075576\ttotal: 266ms\tremaining: 301ms\n",
      "61:\tlearn: 462.0670149\ttotal: 269ms\tremaining: 295ms\n",
      "62:\tlearn: 460.2441405\ttotal: 273ms\tremaining: 290ms\n",
      "63:\tlearn: 458.6431808\ttotal: 276ms\tremaining: 285ms\n",
      "64:\tlearn: 457.0631600\ttotal: 280ms\tremaining: 280ms\n",
      "65:\tlearn: 455.4431429\ttotal: 283ms\tremaining: 274ms\n",
      "66:\tlearn: 453.8364934\ttotal: 286ms\tremaining: 269ms\n",
      "67:\tlearn: 453.2201659\ttotal: 290ms\tremaining: 264ms\n",
      "68:\tlearn: 452.3852011\ttotal: 294ms\tremaining: 260ms\n",
      "69:\tlearn: 452.1389399\ttotal: 297ms\tremaining: 254ms\n",
      "70:\tlearn: 451.4872016\ttotal: 300ms\tremaining: 249ms\n",
      "71:\tlearn: 450.2782329\ttotal: 304ms\tremaining: 245ms\n",
      "72:\tlearn: 450.0227425\ttotal: 307ms\tremaining: 240ms\n",
      "73:\tlearn: 448.6176016\ttotal: 311ms\tremaining: 235ms\n",
      "74:\tlearn: 447.9889571\ttotal: 314ms\tremaining: 230ms\n",
      "75:\tlearn: 445.5674375\ttotal: 317ms\tremaining: 226ms\n",
      "76:\tlearn: 445.5148783\ttotal: 321ms\tremaining: 221ms\n",
      "77:\tlearn: 444.4151417\ttotal: 325ms\tremaining: 217ms\n",
      "78:\tlearn: 443.9368974\ttotal: 328ms\tremaining: 212ms\n",
      "79:\tlearn: 439.8750182\ttotal: 332ms\tremaining: 207ms\n",
      "80:\tlearn: 439.0820105\ttotal: 335ms\tremaining: 203ms\n",
      "81:\tlearn: 438.0889148\ttotal: 339ms\tremaining: 199ms\n",
      "82:\tlearn: 436.5614738\ttotal: 343ms\tremaining: 194ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "83:\tlearn: 435.4203256\ttotal: 348ms\tremaining: 191ms\n",
      "84:\tlearn: 434.7142465\ttotal: 353ms\tremaining: 187ms\n",
      "85:\tlearn: 434.3558572\ttotal: 358ms\tremaining: 183ms\n",
      "86:\tlearn: 433.3340204\ttotal: 363ms\tremaining: 179ms\n",
      "87:\tlearn: 432.3966872\ttotal: 367ms\tremaining: 175ms\n",
      "88:\tlearn: 432.2140936\ttotal: 372ms\tremaining: 171ms\n",
      "89:\tlearn: 431.9589629\ttotal: 377ms\tremaining: 167ms\n",
      "90:\tlearn: 431.0661731\ttotal: 383ms\tremaining: 164ms\n",
      "91:\tlearn: 430.0197795\ttotal: 387ms\tremaining: 160ms\n",
      "92:\tlearn: 429.8229795\ttotal: 390ms\tremaining: 155ms\n",
      "93:\tlearn: 428.0003076\ttotal: 394ms\tremaining: 151ms\n",
      "94:\tlearn: 426.9375947\ttotal: 397ms\tremaining: 146ms\n",
      "95:\tlearn: 424.9682056\ttotal: 401ms\tremaining: 142ms\n",
      "96:\tlearn: 421.1526784\ttotal: 405ms\tremaining: 138ms\n",
      "97:\tlearn: 418.9852768\ttotal: 408ms\tremaining: 133ms\n",
      "98:\tlearn: 415.2537911\ttotal: 412ms\tremaining: 129ms\n",
      "99:\tlearn: 413.3088697\ttotal: 415ms\tremaining: 125ms\n",
      "100:\tlearn: 411.4633958\ttotal: 419ms\tremaining: 120ms\n",
      "101:\tlearn: 410.9415791\ttotal: 423ms\tremaining: 116ms\n",
      "102:\tlearn: 410.8273687\ttotal: 426ms\tremaining: 112ms\n",
      "103:\tlearn: 410.3467076\ttotal: 430ms\tremaining: 107ms\n",
      "104:\tlearn: 409.2978818\ttotal: 433ms\tremaining: 103ms\n",
      "105:\tlearn: 408.8271045\ttotal: 437ms\tremaining: 98.8ms\n",
      "106:\tlearn: 408.6805802\ttotal: 440ms\tremaining: 94.5ms\n",
      "107:\tlearn: 408.4976487\ttotal: 444ms\tremaining: 90.4ms\n",
      "108:\tlearn: 407.9231156\ttotal: 447ms\tremaining: 86.1ms\n",
      "109:\tlearn: 407.8366992\ttotal: 450ms\tremaining: 81.9ms\n",
      "110:\tlearn: 407.5844057\ttotal: 454ms\tremaining: 77.7ms\n",
      "111:\tlearn: 407.0497537\ttotal: 458ms\tremaining: 73.5ms\n",
      "112:\tlearn: 405.6781873\ttotal: 461ms\tremaining: 69.4ms\n",
      "113:\tlearn: 405.4831142\ttotal: 465ms\tremaining: 65.2ms\n",
      "114:\tlearn: 404.4611654\ttotal: 468ms\tremaining: 61.1ms\n",
      "115:\tlearn: 403.6945514\ttotal: 472ms\tremaining: 56.9ms\n",
      "116:\tlearn: 403.6715218\ttotal: 475ms\tremaining: 52.8ms\n",
      "117:\tlearn: 401.6630851\ttotal: 479ms\tremaining: 48.7ms\n",
      "118:\tlearn: 401.1450267\ttotal: 482ms\tremaining: 44.6ms\n",
      "119:\tlearn: 401.1349198\ttotal: 486ms\tremaining: 40.5ms\n",
      "120:\tlearn: 400.5474889\ttotal: 490ms\tremaining: 36.4ms\n",
      "121:\tlearn: 400.0833832\ttotal: 493ms\tremaining: 32.3ms\n",
      "122:\tlearn: 399.9907638\ttotal: 496ms\tremaining: 28.3ms\n",
      "123:\tlearn: 397.3556359\ttotal: 500ms\tremaining: 24.2ms\n",
      "124:\tlearn: 394.0718116\ttotal: 504ms\tremaining: 20.2ms\n",
      "125:\tlearn: 393.9948432\ttotal: 507ms\tremaining: 16.1ms\n",
      "126:\tlearn: 393.5097414\ttotal: 511ms\tremaining: 12.1ms\n",
      "127:\tlearn: 393.0681519\ttotal: 517ms\tremaining: 8.07ms\n",
      "128:\tlearn: 392.9859770\ttotal: 522ms\tremaining: 4.04ms\n",
      "129:\tlearn: 392.2193719\ttotal: 527ms\tremaining: 0us\n",
      "0:\tlearn: 872.6228232\ttotal: 9.6ms\tremaining: 1.24s\n",
      "1:\tlearn: 811.3345495\ttotal: 17.9ms\tremaining: 1.15s\n",
      "2:\tlearn: 804.0756086\ttotal: 23.1ms\tremaining: 976ms\n",
      "3:\tlearn: 780.8354717\ttotal: 28.3ms\tremaining: 891ms\n",
      "4:\tlearn: 761.0345963\ttotal: 33.1ms\tremaining: 827ms\n",
      "5:\tlearn: 754.5744140\ttotal: 37.4ms\tremaining: 773ms\n",
      "6:\tlearn: 747.7373038\ttotal: 42.1ms\tremaining: 741ms\n",
      "7:\tlearn: 736.4396616\ttotal: 46.7ms\tremaining: 713ms\n",
      "8:\tlearn: 726.8700033\ttotal: 50.9ms\tremaining: 685ms\n",
      "9:\tlearn: 718.7342224\ttotal: 54.7ms\tremaining: 657ms\n",
      "10:\tlearn: 713.3701535\ttotal: 58.5ms\tremaining: 633ms\n",
      "11:\tlearn: 706.3037901\ttotal: 62.1ms\tremaining: 611ms\n",
      "12:\tlearn: 695.3890539\ttotal: 66.1ms\tremaining: 595ms\n",
      "13:\tlearn: 679.6453386\ttotal: 70.3ms\tremaining: 583ms\n",
      "14:\tlearn: 663.1649765\ttotal: 74ms\tremaining: 567ms\n",
      "15:\tlearn: 659.0699016\ttotal: 77.8ms\tremaining: 554ms\n",
      "16:\tlearn: 651.2097641\ttotal: 82ms\tremaining: 545ms\n",
      "17:\tlearn: 645.4902266\ttotal: 85.7ms\tremaining: 533ms\n",
      "18:\tlearn: 642.7454584\ttotal: 89.2ms\tremaining: 521ms\n",
      "19:\tlearn: 631.5842666\ttotal: 92.8ms\tremaining: 510ms\n",
      "20:\tlearn: 628.8040698\ttotal: 96.6ms\tremaining: 501ms\n",
      "21:\tlearn: 623.8907619\ttotal: 100ms\tremaining: 491ms\n",
      "22:\tlearn: 618.0746691\ttotal: 103ms\tremaining: 481ms\n",
      "23:\tlearn: 607.7241833\ttotal: 107ms\tremaining: 472ms\n",
      "24:\tlearn: 605.7414875\ttotal: 111ms\tremaining: 465ms\n",
      "25:\tlearn: 602.2972658\ttotal: 116ms\tremaining: 466ms\n",
      "26:\tlearn: 592.4329991\ttotal: 120ms\tremaining: 457ms\n",
      "27:\tlearn: 590.1464901\ttotal: 123ms\tremaining: 448ms\n",
      "28:\tlearn: 585.5876648\ttotal: 127ms\tremaining: 441ms\n",
      "29:\tlearn: 581.1276713\ttotal: 130ms\tremaining: 434ms\n",
      "30:\tlearn: 577.6140016\ttotal: 134ms\tremaining: 427ms\n",
      "31:\tlearn: 573.1315567\ttotal: 137ms\tremaining: 419ms\n",
      "32:\tlearn: 567.6367419\ttotal: 141ms\tremaining: 414ms\n",
      "33:\tlearn: 564.0196009\ttotal: 144ms\tremaining: 407ms\n",
      "34:\tlearn: 560.8111060\ttotal: 148ms\tremaining: 401ms\n",
      "35:\tlearn: 558.6604845\ttotal: 151ms\tremaining: 394ms\n",
      "36:\tlearn: 557.8110922\ttotal: 155ms\tremaining: 388ms\n",
      "37:\tlearn: 550.5254685\ttotal: 158ms\tremaining: 383ms\n",
      "38:\tlearn: 548.3561954\ttotal: 162ms\tremaining: 377ms\n",
      "39:\tlearn: 546.7539344\ttotal: 165ms\tremaining: 371ms\n",
      "40:\tlearn: 546.0848700\ttotal: 168ms\tremaining: 365ms\n",
      "41:\tlearn: 543.2887802\ttotal: 172ms\tremaining: 360ms\n",
      "42:\tlearn: 541.2497296\ttotal: 175ms\tremaining: 354ms\n",
      "43:\tlearn: 538.8309596\ttotal: 181ms\tremaining: 354ms\n",
      "44:\tlearn: 537.0780167\ttotal: 186ms\tremaining: 352ms\n",
      "45:\tlearn: 536.8533603\ttotal: 190ms\tremaining: 348ms\n",
      "46:\tlearn: 530.7239158\ttotal: 195ms\tremaining: 344ms\n",
      "47:\tlearn: 529.7076849\ttotal: 202ms\tremaining: 345ms\n",
      "48:\tlearn: 528.4167126\ttotal: 207ms\tremaining: 342ms\n",
      "49:\tlearn: 525.6870652\ttotal: 210ms\tremaining: 336ms\n",
      "50:\tlearn: 523.3422374\ttotal: 213ms\tremaining: 331ms\n",
      "51:\tlearn: 514.4104662\ttotal: 218ms\tremaining: 327ms\n",
      "52:\tlearn: 511.7247830\ttotal: 221ms\tremaining: 322ms\n",
      "53:\tlearn: 510.0267007\ttotal: 225ms\tremaining: 316ms\n",
      "54:\tlearn: 506.9702500\ttotal: 228ms\tremaining: 311ms\n",
      "55:\tlearn: 505.9214697\ttotal: 232ms\tremaining: 307ms\n",
      "56:\tlearn: 504.7137847\ttotal: 236ms\tremaining: 302ms\n",
      "57:\tlearn: 502.7754748\ttotal: 239ms\tremaining: 297ms\n",
      "58:\tlearn: 499.8392623\ttotal: 243ms\tremaining: 292ms\n",
      "59:\tlearn: 497.4406131\ttotal: 247ms\tremaining: 288ms\n",
      "60:\tlearn: 495.5774176\ttotal: 250ms\tremaining: 283ms\n",
      "61:\tlearn: 492.7779484\ttotal: 253ms\tremaining: 278ms\n",
      "62:\tlearn: 489.3032576\ttotal: 257ms\tremaining: 273ms\n",
      "63:\tlearn: 487.3387333\ttotal: 261ms\tremaining: 269ms\n",
      "64:\tlearn: 486.9410560\ttotal: 264ms\tremaining: 264ms\n",
      "65:\tlearn: 485.5537053\ttotal: 268ms\tremaining: 259ms\n",
      "66:\tlearn: 484.7822437\ttotal: 271ms\tremaining: 255ms\n",
      "67:\tlearn: 482.7786043\ttotal: 274ms\tremaining: 250ms\n",
      "68:\tlearn: 480.1560212\ttotal: 278ms\tremaining: 246ms\n",
      "69:\tlearn: 479.3603319\ttotal: 281ms\tremaining: 241ms\n",
      "70:\tlearn: 477.5694786\ttotal: 285ms\tremaining: 237ms\n",
      "71:\tlearn: 477.0801997\ttotal: 288ms\tremaining: 232ms\n",
      "72:\tlearn: 475.3602979\ttotal: 292ms\tremaining: 228ms\n",
      "73:\tlearn: 474.6064551\ttotal: 296ms\tremaining: 224ms\n",
      "74:\tlearn: 473.7581443\ttotal: 299ms\tremaining: 219ms\n",
      "75:\tlearn: 472.2812461\ttotal: 302ms\tremaining: 215ms\n",
      "76:\tlearn: 470.0593583\ttotal: 306ms\tremaining: 211ms\n",
      "77:\tlearn: 469.0629369\ttotal: 310ms\tremaining: 207ms\n",
      "78:\tlearn: 467.5307283\ttotal: 313ms\tremaining: 202ms\n",
      "79:\tlearn: 465.1010616\ttotal: 317ms\tremaining: 198ms\n",
      "80:\tlearn: 464.9038918\ttotal: 320ms\tremaining: 194ms\n",
      "81:\tlearn: 463.2290675\ttotal: 324ms\tremaining: 189ms\n",
      "82:\tlearn: 461.5180203\ttotal: 327ms\tremaining: 185ms\n",
      "83:\tlearn: 461.2832595\ttotal: 332ms\tremaining: 182ms\n",
      "84:\tlearn: 460.7632375\ttotal: 337ms\tremaining: 178ms\n",
      "85:\tlearn: 460.2637792\ttotal: 342ms\tremaining: 175ms\n",
      "86:\tlearn: 459.2657156\ttotal: 346ms\tremaining: 171ms\n",
      "87:\tlearn: 458.2399810\ttotal: 351ms\tremaining: 167ms\n",
      "88:\tlearn: 457.0807025\ttotal: 356ms\tremaining: 164ms\n",
      "89:\tlearn: 453.6047360\ttotal: 361ms\tremaining: 160ms\n",
      "90:\tlearn: 451.5716781\ttotal: 366ms\tremaining: 157ms\n",
      "91:\tlearn: 449.7257194\ttotal: 371ms\tremaining: 153ms\n",
      "92:\tlearn: 447.5830245\ttotal: 375ms\tremaining: 149ms\n",
      "93:\tlearn: 446.5152624\ttotal: 381ms\tremaining: 146ms\n",
      "94:\tlearn: 445.2538013\ttotal: 385ms\tremaining: 142ms\n",
      "95:\tlearn: 444.8236908\ttotal: 389ms\tremaining: 138ms\n",
      "96:\tlearn: 444.0185875\ttotal: 392ms\tremaining: 133ms\n",
      "97:\tlearn: 443.7159004\ttotal: 396ms\tremaining: 129ms\n",
      "98:\tlearn: 443.2443294\ttotal: 400ms\tremaining: 125ms\n",
      "99:\tlearn: 441.4333589\ttotal: 403ms\tremaining: 121ms\n",
      "100:\tlearn: 440.8385111\ttotal: 406ms\tremaining: 117ms\n",
      "101:\tlearn: 440.7091550\ttotal: 410ms\tremaining: 113ms\n",
      "102:\tlearn: 440.3882206\ttotal: 414ms\tremaining: 108ms\n",
      "103:\tlearn: 438.2548161\ttotal: 417ms\tremaining: 104ms\n",
      "104:\tlearn: 437.3451902\ttotal: 421ms\tremaining: 100ms\n",
      "105:\tlearn: 437.0474957\ttotal: 424ms\tremaining: 95.9ms\n",
      "106:\tlearn: 434.3914802\ttotal: 428ms\tremaining: 91.9ms\n",
      "107:\tlearn: 433.8911076\ttotal: 431ms\tremaining: 87.9ms\n",
      "108:\tlearn: 433.4943393\ttotal: 435ms\tremaining: 83.8ms\n",
      "109:\tlearn: 433.3634216\ttotal: 438ms\tremaining: 79.7ms\n",
      "110:\tlearn: 433.1752020\ttotal: 442ms\tremaining: 75.6ms\n",
      "111:\tlearn: 431.9037422\ttotal: 445ms\tremaining: 71.6ms\n",
      "112:\tlearn: 430.8823843\ttotal: 449ms\tremaining: 67.5ms\n",
      "113:\tlearn: 429.4215969\ttotal: 452ms\tremaining: 63.5ms\n",
      "114:\tlearn: 429.3673313\ttotal: 456ms\tremaining: 59.5ms\n",
      "115:\tlearn: 428.0168735\ttotal: 459ms\tremaining: 55.4ms\n",
      "116:\tlearn: 427.8084849\ttotal: 463ms\tremaining: 51.4ms\n",
      "117:\tlearn: 426.7545306\ttotal: 466ms\tremaining: 47.4ms\n",
      "118:\tlearn: 426.3375980\ttotal: 469ms\tremaining: 43.4ms\n",
      "119:\tlearn: 426.0455069\ttotal: 473ms\tremaining: 39.4ms\n",
      "120:\tlearn: 425.4795370\ttotal: 476ms\tremaining: 35.4ms\n",
      "121:\tlearn: 423.1237235\ttotal: 480ms\tremaining: 31.5ms\n",
      "122:\tlearn: 420.8982281\ttotal: 483ms\tremaining: 27.5ms\n",
      "123:\tlearn: 419.5211577\ttotal: 487ms\tremaining: 23.6ms\n",
      "124:\tlearn: 418.2198733\ttotal: 491ms\tremaining: 19.6ms\n",
      "125:\tlearn: 417.3129849\ttotal: 494ms\tremaining: 15.7ms\n",
      "126:\tlearn: 417.2253270\ttotal: 497ms\tremaining: 11.7ms\n",
      "127:\tlearn: 415.5350938\ttotal: 501ms\tremaining: 7.83ms\n",
      "128:\tlearn: 415.0276736\ttotal: 504ms\tremaining: 3.91ms\n",
      "129:\tlearn: 410.4086966\ttotal: 508ms\tremaining: 0us\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:\tlearn: 840.9348354\ttotal: 3.32ms\tremaining: 428ms\n",
      "1:\tlearn: 781.1665025\ttotal: 6.8ms\tremaining: 436ms\n",
      "2:\tlearn: 758.2591411\ttotal: 10.3ms\tremaining: 438ms\n",
      "3:\tlearn: 736.6160266\ttotal: 13.9ms\tremaining: 439ms\n",
      "4:\tlearn: 724.3420066\ttotal: 17.7ms\tremaining: 441ms\n",
      "5:\tlearn: 710.0089703\ttotal: 21.8ms\tremaining: 451ms\n",
      "6:\tlearn: 701.3807588\ttotal: 25.6ms\tremaining: 449ms\n",
      "7:\tlearn: 687.7464516\ttotal: 29.4ms\tremaining: 448ms\n",
      "8:\tlearn: 665.3564663\ttotal: 33.2ms\tremaining: 447ms\n",
      "9:\tlearn: 662.0374437\ttotal: 37ms\tremaining: 444ms\n",
      "10:\tlearn: 648.5715217\ttotal: 40.6ms\tremaining: 439ms\n",
      "11:\tlearn: 641.3490035\ttotal: 44.2ms\tremaining: 435ms\n",
      "12:\tlearn: 636.9463407\ttotal: 47.9ms\tremaining: 431ms\n",
      "13:\tlearn: 630.4183078\ttotal: 51.8ms\tremaining: 429ms\n",
      "14:\tlearn: 628.5965235\ttotal: 55.6ms\tremaining: 426ms\n",
      "15:\tlearn: 623.6303380\ttotal: 59.5ms\tremaining: 424ms\n",
      "16:\tlearn: 614.8676670\ttotal: 63.2ms\tremaining: 420ms\n",
      "17:\tlearn: 612.3479036\ttotal: 66.9ms\tremaining: 416ms\n",
      "18:\tlearn: 603.1955847\ttotal: 70.4ms\tremaining: 411ms\n",
      "19:\tlearn: 587.1702325\ttotal: 74.2ms\tremaining: 408ms\n",
      "20:\tlearn: 574.8528191\ttotal: 77.8ms\tremaining: 404ms\n",
      "21:\tlearn: 572.2377612\ttotal: 81.5ms\tremaining: 400ms\n",
      "22:\tlearn: 566.1934280\ttotal: 85.5ms\tremaining: 398ms\n",
      "23:\tlearn: 561.7720518\ttotal: 89ms\tremaining: 393ms\n",
      "24:\tlearn: 560.1630449\ttotal: 92.8ms\tremaining: 390ms\n",
      "25:\tlearn: 552.6601346\ttotal: 96.5ms\tremaining: 386ms\n",
      "26:\tlearn: 550.8732615\ttotal: 101ms\tremaining: 383ms\n",
      "27:\tlearn: 548.5840050\ttotal: 104ms\tremaining: 379ms\n",
      "28:\tlearn: 544.9905915\ttotal: 107ms\tremaining: 374ms\n",
      "29:\tlearn: 541.8708740\ttotal: 111ms\tremaining: 369ms\n",
      "30:\tlearn: 540.3095225\ttotal: 115ms\tremaining: 366ms\n",
      "31:\tlearn: 538.7114835\ttotal: 118ms\tremaining: 361ms\n",
      "32:\tlearn: 534.1082679\ttotal: 121ms\tremaining: 357ms\n",
      "33:\tlearn: 533.6759582\ttotal: 125ms\tremaining: 353ms\n",
      "34:\tlearn: 529.7392583\ttotal: 129ms\tremaining: 349ms\n",
      "35:\tlearn: 527.4065830\ttotal: 132ms\tremaining: 345ms\n",
      "36:\tlearn: 524.4604788\ttotal: 136ms\tremaining: 341ms\n",
      "37:\tlearn: 523.4506715\ttotal: 139ms\tremaining: 337ms\n",
      "38:\tlearn: 522.0163142\ttotal: 143ms\tremaining: 333ms\n",
      "39:\tlearn: 519.3850676\ttotal: 146ms\tremaining: 329ms\n",
      "40:\tlearn: 517.3522000\ttotal: 150ms\tremaining: 325ms\n",
      "41:\tlearn: 513.4599755\ttotal: 153ms\tremaining: 321ms\n",
      "42:\tlearn: 511.8577184\ttotal: 157ms\tremaining: 317ms\n",
      "43:\tlearn: 507.9809213\ttotal: 161ms\tremaining: 314ms\n",
      "44:\tlearn: 503.6006800\ttotal: 164ms\tremaining: 310ms\n",
      "45:\tlearn: 496.0365718\ttotal: 168ms\tremaining: 306ms\n",
      "46:\tlearn: 495.1903412\ttotal: 173ms\tremaining: 305ms\n",
      "47:\tlearn: 492.7997921\ttotal: 178ms\tremaining: 303ms\n",
      "48:\tlearn: 492.1388572\ttotal: 183ms\tremaining: 303ms\n",
      "49:\tlearn: 491.1407906\ttotal: 188ms\tremaining: 302ms\n",
      "50:\tlearn: 490.9524140\ttotal: 193ms\tremaining: 299ms\n",
      "51:\tlearn: 488.3019619\ttotal: 198ms\tremaining: 298ms\n",
      "52:\tlearn: 481.9237592\ttotal: 202ms\tremaining: 293ms\n",
      "53:\tlearn: 479.1651307\ttotal: 206ms\tremaining: 290ms\n",
      "54:\tlearn: 478.1543155\ttotal: 210ms\tremaining: 286ms\n",
      "55:\tlearn: 476.2350021\ttotal: 213ms\tremaining: 282ms\n",
      "56:\tlearn: 474.3700710\ttotal: 216ms\tremaining: 277ms\n",
      "57:\tlearn: 466.0867857\ttotal: 221ms\tremaining: 274ms\n",
      "58:\tlearn: 465.4216489\ttotal: 224ms\tremaining: 270ms\n",
      "59:\tlearn: 465.0615223\ttotal: 227ms\tremaining: 265ms\n",
      "60:\tlearn: 454.5737825\ttotal: 231ms\tremaining: 261ms\n",
      "61:\tlearn: 454.1946195\ttotal: 235ms\tremaining: 257ms\n",
      "62:\tlearn: 453.5421541\ttotal: 238ms\tremaining: 253ms\n",
      "63:\tlearn: 453.0943448\ttotal: 241ms\tremaining: 249ms\n",
      "64:\tlearn: 452.3104696\ttotal: 245ms\tremaining: 245ms\n",
      "65:\tlearn: 451.4038040\ttotal: 248ms\tremaining: 241ms\n",
      "66:\tlearn: 447.7483550\ttotal: 252ms\tremaining: 237ms\n",
      "67:\tlearn: 446.9169544\ttotal: 255ms\tremaining: 232ms\n",
      "68:\tlearn: 446.8887489\ttotal: 258ms\tremaining: 228ms\n",
      "69:\tlearn: 446.4656498\ttotal: 261ms\tremaining: 224ms\n",
      "70:\tlearn: 445.7908357\ttotal: 266ms\tremaining: 221ms\n",
      "71:\tlearn: 442.6409511\ttotal: 269ms\tremaining: 217ms\n",
      "72:\tlearn: 442.3393086\ttotal: 273ms\tremaining: 213ms\n",
      "73:\tlearn: 441.0489039\ttotal: 276ms\tremaining: 209ms\n",
      "74:\tlearn: 440.4685604\ttotal: 280ms\tremaining: 205ms\n",
      "75:\tlearn: 438.4186135\ttotal: 283ms\tremaining: 201ms\n",
      "76:\tlearn: 437.6954126\ttotal: 287ms\tremaining: 197ms\n",
      "77:\tlearn: 437.4998501\ttotal: 290ms\tremaining: 194ms\n",
      "78:\tlearn: 437.3351938\ttotal: 294ms\tremaining: 190ms\n",
      "79:\tlearn: 436.1516756\ttotal: 297ms\tremaining: 186ms\n",
      "80:\tlearn: 434.8526081\ttotal: 301ms\tremaining: 182ms\n",
      "81:\tlearn: 433.7512516\ttotal: 304ms\tremaining: 178ms\n",
      "82:\tlearn: 432.9878718\ttotal: 308ms\tremaining: 174ms\n",
      "83:\tlearn: 428.5009070\ttotal: 311ms\tremaining: 170ms\n",
      "84:\tlearn: 427.6812480\ttotal: 315ms\tremaining: 167ms\n",
      "85:\tlearn: 427.4541030\ttotal: 318ms\tremaining: 163ms\n",
      "86:\tlearn: 426.7175563\ttotal: 321ms\tremaining: 159ms\n",
      "87:\tlearn: 425.2670135\ttotal: 325ms\tremaining: 155ms\n",
      "88:\tlearn: 424.4251495\ttotal: 328ms\tremaining: 151ms\n",
      "89:\tlearn: 421.9146897\ttotal: 332ms\tremaining: 147ms\n",
      "90:\tlearn: 421.5006951\ttotal: 335ms\tremaining: 144ms\n",
      "91:\tlearn: 421.1120567\ttotal: 341ms\tremaining: 141ms\n",
      "92:\tlearn: 420.6206817\ttotal: 346ms\tremaining: 138ms\n",
      "93:\tlearn: 418.3239674\ttotal: 351ms\tremaining: 135ms\n",
      "94:\tlearn: 415.8795304\ttotal: 356ms\tremaining: 131ms\n",
      "95:\tlearn: 415.8310411\ttotal: 361ms\tremaining: 128ms\n",
      "96:\tlearn: 415.2095416\ttotal: 369ms\tremaining: 126ms\n",
      "97:\tlearn: 415.0974021\ttotal: 374ms\tremaining: 122ms\n",
      "98:\tlearn: 415.0239359\ttotal: 378ms\tremaining: 118ms\n",
      "99:\tlearn: 412.6290518\ttotal: 382ms\tremaining: 115ms\n",
      "100:\tlearn: 412.4611538\ttotal: 387ms\tremaining: 111ms\n",
      "101:\tlearn: 411.2893014\ttotal: 391ms\tremaining: 107ms\n",
      "102:\tlearn: 410.5097380\ttotal: 395ms\tremaining: 103ms\n",
      "103:\tlearn: 408.2287867\ttotal: 399ms\tremaining: 99.7ms\n",
      "104:\tlearn: 407.9807888\ttotal: 403ms\tremaining: 96.1ms\n",
      "105:\tlearn: 407.3248112\ttotal: 407ms\tremaining: 92.2ms\n",
      "106:\tlearn: 406.6747083\ttotal: 411ms\tremaining: 88.4ms\n",
      "107:\tlearn: 406.2963280\ttotal: 416ms\tremaining: 84.7ms\n",
      "108:\tlearn: 406.2127308\ttotal: 420ms\tremaining: 80.8ms\n",
      "109:\tlearn: 405.1639603\ttotal: 423ms\tremaining: 77ms\n",
      "110:\tlearn: 404.4268919\ttotal: 427ms\tremaining: 73.1ms\n",
      "111:\tlearn: 403.4341822\ttotal: 433ms\tremaining: 69.5ms\n",
      "112:\tlearn: 401.7942432\ttotal: 437ms\tremaining: 65.8ms\n",
      "113:\tlearn: 401.6099211\ttotal: 442ms\tremaining: 62ms\n",
      "114:\tlearn: 401.4941202\ttotal: 446ms\tremaining: 58.2ms\n",
      "115:\tlearn: 400.9061883\ttotal: 451ms\tremaining: 54.4ms\n",
      "116:\tlearn: 400.5781964\ttotal: 455ms\tremaining: 50.5ms\n",
      "117:\tlearn: 400.4938785\ttotal: 460ms\tremaining: 46.8ms\n",
      "118:\tlearn: 400.1369289\ttotal: 464ms\tremaining: 42.9ms\n",
      "119:\tlearn: 399.3238001\ttotal: 468ms\tremaining: 39ms\n",
      "120:\tlearn: 398.2291562\ttotal: 472ms\tremaining: 35.1ms\n",
      "121:\tlearn: 397.5927946\ttotal: 477ms\tremaining: 31.3ms\n",
      "122:\tlearn: 396.4622811\ttotal: 481ms\tremaining: 27.4ms\n",
      "123:\tlearn: 396.3994111\ttotal: 484ms\tremaining: 23.4ms\n",
      "124:\tlearn: 395.7928597\ttotal: 489ms\tremaining: 19.6ms\n",
      "125:\tlearn: 395.7432913\ttotal: 493ms\tremaining: 15.7ms\n",
      "126:\tlearn: 395.4444911\ttotal: 497ms\tremaining: 11.7ms\n",
      "127:\tlearn: 395.3212989\ttotal: 501ms\tremaining: 7.83ms\n",
      "128:\tlearn: 395.2150390\ttotal: 505ms\tremaining: 3.92ms\n",
      "129:\tlearn: 394.9435582\ttotal: 510ms\tremaining: 0us\n",
      "0:\tlearn: 858.2421419\ttotal: 3.57ms\tremaining: 461ms\n",
      "1:\tlearn: 776.3986344\ttotal: 7.59ms\tremaining: 486ms\n",
      "2:\tlearn: 749.6995305\ttotal: 14.3ms\tremaining: 607ms\n",
      "3:\tlearn: 740.3548825\ttotal: 17.6ms\tremaining: 556ms\n",
      "4:\tlearn: 725.3256149\ttotal: 21ms\tremaining: 525ms\n",
      "5:\tlearn: 710.1314520\ttotal: 24.5ms\tremaining: 507ms\n",
      "6:\tlearn: 706.9803124\ttotal: 29ms\tremaining: 510ms\n",
      "7:\tlearn: 692.7772460\ttotal: 32.3ms\tremaining: 493ms\n",
      "8:\tlearn: 677.7948716\ttotal: 35.6ms\tremaining: 478ms\n",
      "9:\tlearn: 670.6913398\ttotal: 38.9ms\tremaining: 467ms\n",
      "10:\tlearn: 662.4088767\ttotal: 43ms\tremaining: 465ms\n",
      "11:\tlearn: 652.4291099\ttotal: 46.3ms\tremaining: 455ms\n",
      "12:\tlearn: 646.0003595\ttotal: 49.5ms\tremaining: 446ms\n",
      "13:\tlearn: 642.8599502\ttotal: 52.9ms\tremaining: 439ms\n",
      "14:\tlearn: 639.1141152\ttotal: 56.5ms\tremaining: 433ms\n",
      "15:\tlearn: 633.1082062\ttotal: 59.8ms\tremaining: 426ms\n",
      "16:\tlearn: 624.7015104\ttotal: 63.2ms\tremaining: 420ms\n",
      "17:\tlearn: 617.5725385\ttotal: 66.4ms\tremaining: 413ms\n",
      "18:\tlearn: 606.1491677\ttotal: 69.9ms\tremaining: 408ms\n",
      "19:\tlearn: 602.7009342\ttotal: 73.5ms\tremaining: 404ms\n",
      "20:\tlearn: 590.4099601\ttotal: 76.9ms\tremaining: 399ms\n",
      "21:\tlearn: 586.7831249\ttotal: 80.1ms\tremaining: 393ms\n",
      "22:\tlearn: 582.3884370\ttotal: 83.3ms\tremaining: 388ms\n",
      "23:\tlearn: 579.2113608\ttotal: 86.9ms\tremaining: 384ms\n",
      "24:\tlearn: 572.4927555\ttotal: 90.4ms\tremaining: 380ms\n",
      "25:\tlearn: 571.4358138\ttotal: 93.7ms\tremaining: 375ms\n",
      "26:\tlearn: 561.8987901\ttotal: 97.3ms\tremaining: 371ms\n",
      "27:\tlearn: 560.0333512\ttotal: 101ms\tremaining: 367ms\n",
      "28:\tlearn: 559.7734073\ttotal: 104ms\tremaining: 362ms\n",
      "29:\tlearn: 554.7542966\ttotal: 107ms\tremaining: 358ms\n",
      "30:\tlearn: 551.6687679\ttotal: 111ms\tremaining: 354ms\n",
      "31:\tlearn: 549.1410232\ttotal: 114ms\tremaining: 349ms\n",
      "32:\tlearn: 546.9123871\ttotal: 118ms\tremaining: 346ms\n",
      "33:\tlearn: 545.9137638\ttotal: 121ms\tremaining: 342ms\n",
      "34:\tlearn: 540.6390559\ttotal: 125ms\tremaining: 338ms\n",
      "35:\tlearn: 537.1523518\ttotal: 128ms\tremaining: 334ms\n",
      "36:\tlearn: 533.2920247\ttotal: 132ms\tremaining: 331ms\n",
      "37:\tlearn: 532.4164856\ttotal: 135ms\tremaining: 327ms\n",
      "38:\tlearn: 525.1890000\ttotal: 138ms\tremaining: 323ms\n",
      "39:\tlearn: 524.5516810\ttotal: 141ms\tremaining: 318ms\n",
      "40:\tlearn: 523.0322193\ttotal: 145ms\tremaining: 314ms\n",
      "41:\tlearn: 520.2943915\ttotal: 148ms\tremaining: 311ms\n",
      "42:\tlearn: 519.7246113\ttotal: 152ms\tremaining: 307ms\n",
      "43:\tlearn: 517.0985343\ttotal: 155ms\tremaining: 304ms\n",
      "44:\tlearn: 514.9574530\ttotal: 159ms\tremaining: 300ms\n",
      "45:\tlearn: 514.2507457\ttotal: 163ms\tremaining: 298ms\n",
      "46:\tlearn: 511.0247554\ttotal: 167ms\tremaining: 295ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "47:\tlearn: 507.6499631\ttotal: 172ms\tremaining: 295ms\n",
      "48:\tlearn: 504.6229663\ttotal: 178ms\tremaining: 295ms\n",
      "49:\tlearn: 502.7820848\ttotal: 185ms\tremaining: 295ms\n",
      "50:\tlearn: 500.3942369\ttotal: 189ms\tremaining: 293ms\n",
      "51:\tlearn: 499.2407716\ttotal: 195ms\tremaining: 293ms\n",
      "52:\tlearn: 495.5083596\ttotal: 200ms\tremaining: 291ms\n",
      "53:\tlearn: 492.5400679\ttotal: 205ms\tremaining: 288ms\n",
      "54:\tlearn: 491.0925169\ttotal: 211ms\tremaining: 288ms\n",
      "55:\tlearn: 489.8559200\ttotal: 216ms\tremaining: 285ms\n",
      "56:\tlearn: 483.4485125\ttotal: 220ms\tremaining: 282ms\n",
      "57:\tlearn: 482.2922563\ttotal: 225ms\tremaining: 279ms\n",
      "58:\tlearn: 479.1603986\ttotal: 229ms\tremaining: 276ms\n",
      "59:\tlearn: 474.1932194\ttotal: 233ms\tremaining: 272ms\n",
      "60:\tlearn: 473.7015070\ttotal: 238ms\tremaining: 270ms\n",
      "61:\tlearn: 472.2571174\ttotal: 242ms\tremaining: 266ms\n",
      "62:\tlearn: 471.0272254\ttotal: 246ms\tremaining: 262ms\n",
      "63:\tlearn: 470.6101733\ttotal: 251ms\tremaining: 258ms\n",
      "64:\tlearn: 467.9426060\ttotal: 255ms\tremaining: 255ms\n",
      "65:\tlearn: 467.3657345\ttotal: 259ms\tremaining: 251ms\n",
      "66:\tlearn: 466.4331666\ttotal: 263ms\tremaining: 247ms\n",
      "67:\tlearn: 465.7997760\ttotal: 267ms\tremaining: 243ms\n",
      "68:\tlearn: 465.6404059\ttotal: 271ms\tremaining: 239ms\n",
      "69:\tlearn: 464.8635423\ttotal: 275ms\tremaining: 235ms\n",
      "70:\tlearn: 464.1254187\ttotal: 280ms\tremaining: 233ms\n",
      "71:\tlearn: 463.4653743\ttotal: 284ms\tremaining: 229ms\n",
      "72:\tlearn: 460.4076075\ttotal: 289ms\tremaining: 226ms\n",
      "73:\tlearn: 457.5905797\ttotal: 293ms\tremaining: 222ms\n",
      "74:\tlearn: 454.3708138\ttotal: 298ms\tremaining: 219ms\n",
      "75:\tlearn: 453.8961474\ttotal: 302ms\tremaining: 215ms\n",
      "76:\tlearn: 453.8206495\ttotal: 306ms\tremaining: 211ms\n",
      "77:\tlearn: 453.0844851\ttotal: 310ms\tremaining: 206ms\n",
      "78:\tlearn: 452.7152072\ttotal: 313ms\tremaining: 202ms\n",
      "79:\tlearn: 449.0139059\ttotal: 317ms\tremaining: 198ms\n",
      "80:\tlearn: 448.4069659\ttotal: 320ms\tremaining: 194ms\n",
      "81:\tlearn: 445.3444001\ttotal: 324ms\tremaining: 189ms\n",
      "82:\tlearn: 444.8532203\ttotal: 327ms\tremaining: 185ms\n",
      "83:\tlearn: 444.2682803\ttotal: 331ms\tremaining: 181ms\n",
      "84:\tlearn: 443.9951337\ttotal: 334ms\tremaining: 177ms\n",
      "85:\tlearn: 443.4714253\ttotal: 342ms\tremaining: 175ms\n",
      "86:\tlearn: 441.3432174\ttotal: 347ms\tremaining: 171ms\n",
      "87:\tlearn: 440.5709000\ttotal: 352ms\tremaining: 168ms\n",
      "88:\tlearn: 440.0500685\ttotal: 357ms\tremaining: 164ms\n",
      "89:\tlearn: 439.5650767\ttotal: 362ms\tremaining: 161ms\n",
      "90:\tlearn: 439.5151646\ttotal: 367ms\tremaining: 157ms\n",
      "91:\tlearn: 438.6600956\ttotal: 371ms\tremaining: 153ms\n",
      "92:\tlearn: 432.8945757\ttotal: 375ms\tremaining: 149ms\n",
      "93:\tlearn: 431.0977946\ttotal: 378ms\tremaining: 145ms\n",
      "94:\tlearn: 430.7766920\ttotal: 382ms\tremaining: 141ms\n",
      "95:\tlearn: 430.1460261\ttotal: 385ms\tremaining: 136ms\n",
      "96:\tlearn: 429.7457463\ttotal: 389ms\tremaining: 132ms\n",
      "97:\tlearn: 429.4325736\ttotal: 392ms\tremaining: 128ms\n",
      "98:\tlearn: 428.7159098\ttotal: 396ms\tremaining: 124ms\n",
      "99:\tlearn: 428.3430801\ttotal: 399ms\tremaining: 120ms\n",
      "100:\tlearn: 428.0711085\ttotal: 403ms\tremaining: 116ms\n",
      "101:\tlearn: 426.3893669\ttotal: 406ms\tremaining: 112ms\n",
      "102:\tlearn: 426.2186280\ttotal: 410ms\tremaining: 107ms\n",
      "103:\tlearn: 426.1490165\ttotal: 413ms\tremaining: 103ms\n",
      "104:\tlearn: 423.1370078\ttotal: 417ms\tremaining: 99.2ms\n",
      "105:\tlearn: 422.3781832\ttotal: 420ms\tremaining: 95.1ms\n",
      "106:\tlearn: 420.7475582\ttotal: 423ms\tremaining: 91ms\n",
      "107:\tlearn: 420.6792200\ttotal: 427ms\tremaining: 86.9ms\n",
      "108:\tlearn: 420.3705252\ttotal: 430ms\tremaining: 82.9ms\n",
      "109:\tlearn: 419.9757732\ttotal: 434ms\tremaining: 78.9ms\n",
      "110:\tlearn: 419.5223507\ttotal: 438ms\tremaining: 74.9ms\n",
      "111:\tlearn: 418.9730454\ttotal: 441ms\tremaining: 70.9ms\n",
      "112:\tlearn: 418.4243584\ttotal: 445ms\tremaining: 66.9ms\n",
      "113:\tlearn: 417.0045888\ttotal: 448ms\tremaining: 62.9ms\n",
      "114:\tlearn: 415.7438644\ttotal: 452ms\tremaining: 58.9ms\n",
      "115:\tlearn: 415.6345217\ttotal: 455ms\tremaining: 54.9ms\n",
      "116:\tlearn: 415.1273022\ttotal: 458ms\tremaining: 50.9ms\n",
      "117:\tlearn: 414.1533924\ttotal: 462ms\tremaining: 47ms\n",
      "118:\tlearn: 413.9295200\ttotal: 466ms\tremaining: 43.1ms\n",
      "119:\tlearn: 413.8296876\ttotal: 470ms\tremaining: 39.2ms\n",
      "120:\tlearn: 413.0657543\ttotal: 475ms\tremaining: 35.3ms\n",
      "121:\tlearn: 409.9352132\ttotal: 479ms\tremaining: 31.4ms\n",
      "122:\tlearn: 409.7411658\ttotal: 484ms\tremaining: 27.5ms\n",
      "123:\tlearn: 409.5733598\ttotal: 491ms\tremaining: 23.8ms\n",
      "124:\tlearn: 409.4778877\ttotal: 495ms\tremaining: 19.8ms\n",
      "125:\tlearn: 407.5795218\ttotal: 499ms\tremaining: 15.8ms\n",
      "126:\tlearn: 406.2997361\ttotal: 503ms\tremaining: 11.9ms\n",
      "127:\tlearn: 406.1961917\ttotal: 509ms\tremaining: 7.95ms\n",
      "128:\tlearn: 405.9285337\ttotal: 514ms\tremaining: 3.98ms\n",
      "129:\tlearn: 405.6983974\ttotal: 519ms\tremaining: 0us\n",
      "0:\tlearn: 850.2794848\ttotal: 3.29ms\tremaining: 424ms\n",
      "1:\tlearn: 773.3647434\ttotal: 7.22ms\tremaining: 462ms\n",
      "2:\tlearn: 758.9321752\ttotal: 10.8ms\tremaining: 458ms\n",
      "3:\tlearn: 746.0721827\ttotal: 15.1ms\tremaining: 474ms\n",
      "4:\tlearn: 740.5644245\ttotal: 18.9ms\tremaining: 472ms\n",
      "5:\tlearn: 738.5036630\ttotal: 22.6ms\tremaining: 468ms\n",
      "6:\tlearn: 732.4021992\ttotal: 26.3ms\tremaining: 461ms\n",
      "7:\tlearn: 718.6267002\ttotal: 30.5ms\tremaining: 464ms\n",
      "8:\tlearn: 707.1778733\ttotal: 34.1ms\tremaining: 459ms\n",
      "9:\tlearn: 694.8040747\ttotal: 37.9ms\tremaining: 455ms\n",
      "10:\tlearn: 691.7322658\ttotal: 41.6ms\tremaining: 450ms\n",
      "11:\tlearn: 673.8614344\ttotal: 45.7ms\tremaining: 450ms\n",
      "12:\tlearn: 656.8839062\ttotal: 49.5ms\tremaining: 445ms\n",
      "13:\tlearn: 650.0667525\ttotal: 53.1ms\tremaining: 440ms\n",
      "14:\tlearn: 633.4417073\ttotal: 56.9ms\tremaining: 436ms\n",
      "15:\tlearn: 626.1256573\ttotal: 61ms\tremaining: 434ms\n",
      "16:\tlearn: 620.3751859\ttotal: 65.1ms\tremaining: 433ms\n",
      "17:\tlearn: 617.6296506\ttotal: 69.4ms\tremaining: 432ms\n",
      "18:\tlearn: 613.2993378\ttotal: 73.6ms\tremaining: 430ms\n",
      "19:\tlearn: 606.1494195\ttotal: 77.9ms\tremaining: 429ms\n",
      "20:\tlearn: 602.5026189\ttotal: 81.6ms\tremaining: 424ms\n",
      "21:\tlearn: 597.0654628\ttotal: 85.8ms\tremaining: 421ms\n",
      "22:\tlearn: 594.4379346\ttotal: 90ms\tremaining: 419ms\n",
      "23:\tlearn: 587.8794783\ttotal: 94.2ms\tremaining: 416ms\n",
      "24:\tlearn: 580.8749610\ttotal: 97.8ms\tremaining: 411ms\n",
      "25:\tlearn: 579.0668672\ttotal: 101ms\tremaining: 405ms\n",
      "26:\tlearn: 576.4665363\ttotal: 106ms\tremaining: 403ms\n",
      "27:\tlearn: 571.8371357\ttotal: 111ms\tremaining: 406ms\n",
      "28:\tlearn: 569.5259263\ttotal: 117ms\tremaining: 406ms\n",
      "29:\tlearn: 568.1010577\ttotal: 122ms\tremaining: 407ms\n",
      "30:\tlearn: 561.5660428\ttotal: 127ms\tremaining: 405ms\n",
      "31:\tlearn: 558.9577320\ttotal: 132ms\tremaining: 403ms\n",
      "32:\tlearn: 551.6538278\ttotal: 136ms\tremaining: 400ms\n",
      "33:\tlearn: 548.8561844\ttotal: 140ms\tremaining: 395ms\n",
      "34:\tlearn: 547.0398978\ttotal: 144ms\tremaining: 390ms\n",
      "35:\tlearn: 544.3978582\ttotal: 147ms\tremaining: 385ms\n",
      "36:\tlearn: 539.9473240\ttotal: 153ms\tremaining: 385ms\n",
      "37:\tlearn: 532.9522665\ttotal: 157ms\tremaining: 381ms\n",
      "38:\tlearn: 532.5516798\ttotal: 162ms\tremaining: 377ms\n",
      "39:\tlearn: 532.0001043\ttotal: 168ms\tremaining: 377ms\n",
      "40:\tlearn: 528.3795313\ttotal: 173ms\tremaining: 375ms\n",
      "41:\tlearn: 526.3342597\ttotal: 181ms\tremaining: 379ms\n",
      "42:\tlearn: 524.8357992\ttotal: 189ms\tremaining: 383ms\n",
      "43:\tlearn: 522.3221817\ttotal: 194ms\tremaining: 379ms\n",
      "44:\tlearn: 514.5041468\ttotal: 200ms\tremaining: 378ms\n",
      "45:\tlearn: 510.5450205\ttotal: 205ms\tremaining: 374ms\n",
      "46:\tlearn: 507.2326330\ttotal: 208ms\tremaining: 368ms\n",
      "47:\tlearn: 503.4279993\ttotal: 213ms\tremaining: 364ms\n",
      "48:\tlearn: 498.8359653\ttotal: 216ms\tremaining: 358ms\n",
      "49:\tlearn: 493.9767972\ttotal: 220ms\tremaining: 352ms\n",
      "50:\tlearn: 493.2875736\ttotal: 224ms\tremaining: 346ms\n",
      "51:\tlearn: 492.7527041\ttotal: 228ms\tremaining: 342ms\n",
      "52:\tlearn: 491.3737677\ttotal: 231ms\tremaining: 336ms\n",
      "53:\tlearn: 491.0366715\ttotal: 235ms\tremaining: 330ms\n",
      "54:\tlearn: 490.5230322\ttotal: 238ms\tremaining: 325ms\n",
      "55:\tlearn: 487.5871149\ttotal: 242ms\tremaining: 320ms\n",
      "56:\tlearn: 483.8904509\ttotal: 245ms\tremaining: 314ms\n",
      "57:\tlearn: 483.0068604\ttotal: 249ms\tremaining: 309ms\n",
      "58:\tlearn: 480.7963387\ttotal: 252ms\tremaining: 304ms\n",
      "59:\tlearn: 479.3209941\ttotal: 256ms\tremaining: 299ms\n",
      "60:\tlearn: 478.7440152\ttotal: 260ms\tremaining: 294ms\n",
      "61:\tlearn: 478.1530613\ttotal: 263ms\tremaining: 288ms\n",
      "62:\tlearn: 476.6337257\ttotal: 267ms\tremaining: 283ms\n",
      "63:\tlearn: 475.9444711\ttotal: 270ms\tremaining: 279ms\n",
      "64:\tlearn: 475.8322305\ttotal: 274ms\tremaining: 274ms\n",
      "65:\tlearn: 470.5793810\ttotal: 277ms\tremaining: 269ms\n",
      "66:\tlearn: 468.5852612\ttotal: 280ms\tremaining: 264ms\n",
      "67:\tlearn: 465.1906758\ttotal: 284ms\tremaining: 259ms\n",
      "68:\tlearn: 462.6417947\ttotal: 287ms\tremaining: 254ms\n",
      "69:\tlearn: 462.5704648\ttotal: 291ms\tremaining: 249ms\n",
      "70:\tlearn: 460.2851187\ttotal: 294ms\tremaining: 244ms\n",
      "71:\tlearn: 458.0989233\ttotal: 298ms\tremaining: 240ms\n",
      "72:\tlearn: 455.0387536\ttotal: 302ms\tremaining: 236ms\n",
      "73:\tlearn: 454.3711535\ttotal: 305ms\tremaining: 231ms\n",
      "74:\tlearn: 453.6243067\ttotal: 309ms\tremaining: 226ms\n",
      "75:\tlearn: 452.5291029\ttotal: 312ms\tremaining: 222ms\n",
      "76:\tlearn: 452.4022968\ttotal: 316ms\tremaining: 217ms\n",
      "77:\tlearn: 449.8305459\ttotal: 319ms\tremaining: 213ms\n",
      "78:\tlearn: 447.6740191\ttotal: 323ms\tremaining: 208ms\n",
      "79:\tlearn: 445.1367346\ttotal: 326ms\tremaining: 204ms\n",
      "80:\tlearn: 444.9796384\ttotal: 330ms\tremaining: 199ms\n",
      "81:\tlearn: 443.9145573\ttotal: 333ms\tremaining: 195ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "82:\tlearn: 443.7915526\ttotal: 338ms\tremaining: 192ms\n",
      "83:\tlearn: 442.7445482\ttotal: 344ms\tremaining: 188ms\n",
      "84:\tlearn: 439.9050314\ttotal: 348ms\tremaining: 184ms\n",
      "85:\tlearn: 439.6932690\ttotal: 353ms\tremaining: 181ms\n",
      "86:\tlearn: 439.3938773\ttotal: 358ms\tremaining: 177ms\n",
      "87:\tlearn: 439.0405602\ttotal: 363ms\tremaining: 173ms\n",
      "88:\tlearn: 438.7825183\ttotal: 367ms\tremaining: 169ms\n",
      "89:\tlearn: 438.1588531\ttotal: 371ms\tremaining: 165ms\n",
      "90:\tlearn: 437.4640222\ttotal: 376ms\tremaining: 161ms\n",
      "91:\tlearn: 437.1128318\ttotal: 380ms\tremaining: 157ms\n",
      "92:\tlearn: 436.8688091\ttotal: 384ms\tremaining: 153ms\n",
      "93:\tlearn: 436.5652116\ttotal: 387ms\tremaining: 148ms\n",
      "94:\tlearn: 436.5073935\ttotal: 391ms\tremaining: 144ms\n",
      "95:\tlearn: 435.5229463\ttotal: 395ms\tremaining: 140ms\n",
      "96:\tlearn: 435.2205212\ttotal: 399ms\tremaining: 136ms\n",
      "97:\tlearn: 435.0235703\ttotal: 402ms\tremaining: 131ms\n",
      "98:\tlearn: 433.2538670\ttotal: 406ms\tremaining: 127ms\n",
      "99:\tlearn: 432.5174965\ttotal: 410ms\tremaining: 123ms\n",
      "100:\tlearn: 431.3765582\ttotal: 413ms\tremaining: 119ms\n",
      "101:\tlearn: 429.7328087\ttotal: 417ms\tremaining: 114ms\n",
      "102:\tlearn: 429.7291910\ttotal: 421ms\tremaining: 110ms\n",
      "103:\tlearn: 429.6977852\ttotal: 424ms\tremaining: 106ms\n",
      "104:\tlearn: 428.4124316\ttotal: 427ms\tremaining: 102ms\n",
      "105:\tlearn: 428.3745095\ttotal: 432ms\tremaining: 97.7ms\n",
      "106:\tlearn: 428.0855710\ttotal: 436ms\tremaining: 93.7ms\n",
      "107:\tlearn: 424.7587061\ttotal: 440ms\tremaining: 89.6ms\n",
      "108:\tlearn: 422.1324504\ttotal: 444ms\tremaining: 85.5ms\n",
      "109:\tlearn: 421.7445355\ttotal: 447ms\tremaining: 81.4ms\n",
      "110:\tlearn: 419.3374268\ttotal: 460ms\tremaining: 78.8ms\n",
      "111:\tlearn: 418.8229868\ttotal: 468ms\tremaining: 75.2ms\n",
      "112:\tlearn: 418.5719202\ttotal: 472ms\tremaining: 71ms\n",
      "113:\tlearn: 418.3090427\ttotal: 479ms\tremaining: 67.2ms\n",
      "114:\tlearn: 417.8430117\ttotal: 483ms\tremaining: 63ms\n",
      "115:\tlearn: 417.7467775\ttotal: 488ms\tremaining: 58.8ms\n",
      "116:\tlearn: 416.8072887\ttotal: 491ms\tremaining: 54.6ms\n",
      "117:\tlearn: 416.6175343\ttotal: 496ms\tremaining: 50.4ms\n",
      "118:\tlearn: 416.4373607\ttotal: 500ms\tremaining: 46.2ms\n",
      "119:\tlearn: 414.4371001\ttotal: 505ms\tremaining: 42.1ms\n",
      "120:\tlearn: 412.9266544\ttotal: 511ms\tremaining: 38ms\n",
      "121:\tlearn: 410.3997334\ttotal: 528ms\tremaining: 34.6ms\n",
      "122:\tlearn: 409.3177288\ttotal: 534ms\tremaining: 30.4ms\n",
      "123:\tlearn: 409.0270764\ttotal: 538ms\tremaining: 26ms\n",
      "124:\tlearn: 408.8232055\ttotal: 543ms\tremaining: 21.7ms\n",
      "125:\tlearn: 407.1729110\ttotal: 546ms\tremaining: 17.3ms\n",
      "126:\tlearn: 407.0069374\ttotal: 550ms\tremaining: 13ms\n",
      "127:\tlearn: 405.9224519\ttotal: 554ms\tremaining: 8.65ms\n",
      "128:\tlearn: 404.9561924\ttotal: 559ms\tremaining: 4.33ms\n",
      "129:\tlearn: 403.2051940\ttotal: 563ms\tremaining: 0us\n",
      "0:\tlearn: 874.1200363\ttotal: 6.55ms\tremaining: 1.3s\n",
      "1:\tlearn: 786.1690532\ttotal: 12.8ms\tremaining: 1.27s\n",
      "2:\tlearn: 776.8458574\ttotal: 19.1ms\tremaining: 1.25s\n",
      "3:\tlearn: 766.7423179\ttotal: 28.7ms\tremaining: 1.41s\n",
      "4:\tlearn: 730.3184659\ttotal: 33.4ms\tremaining: 1.3s\n",
      "5:\tlearn: 725.3329495\ttotal: 37.2ms\tremaining: 1.2s\n",
      "6:\tlearn: 716.4152695\ttotal: 42.4ms\tremaining: 1.17s\n",
      "7:\tlearn: 713.3680121\ttotal: 46.5ms\tremaining: 1.12s\n",
      "8:\tlearn: 698.1599277\ttotal: 51.3ms\tremaining: 1.09s\n",
      "9:\tlearn: 694.9524510\ttotal: 54.9ms\tremaining: 1.04s\n",
      "10:\tlearn: 678.8524772\ttotal: 59.8ms\tremaining: 1.03s\n",
      "11:\tlearn: 668.2144023\ttotal: 64.6ms\tremaining: 1.01s\n",
      "12:\tlearn: 661.8179386\ttotal: 68.6ms\tremaining: 987ms\n",
      "13:\tlearn: 652.0859867\ttotal: 73.5ms\tremaining: 977ms\n",
      "14:\tlearn: 643.2900838\ttotal: 77.2ms\tremaining: 952ms\n",
      "15:\tlearn: 637.7952346\ttotal: 80.7ms\tremaining: 928ms\n",
      "16:\tlearn: 632.6200797\ttotal: 84.5ms\tremaining: 910ms\n",
      "17:\tlearn: 627.9572450\ttotal: 89.1ms\tremaining: 901ms\n",
      "18:\tlearn: 623.7390973\ttotal: 93.2ms\tremaining: 888ms\n",
      "19:\tlearn: 621.6286644\ttotal: 97.2ms\tremaining: 874ms\n",
      "20:\tlearn: 615.4014054\ttotal: 102ms\tremaining: 866ms\n",
      "21:\tlearn: 607.6344009\ttotal: 106ms\tremaining: 858ms\n",
      "22:\tlearn: 590.2517062\ttotal: 110ms\tremaining: 848ms\n",
      "23:\tlearn: 589.4142110\ttotal: 114ms\tremaining: 838ms\n",
      "24:\tlearn: 583.7544610\ttotal: 118ms\tremaining: 828ms\n",
      "25:\tlearn: 581.7206818\ttotal: 122ms\tremaining: 815ms\n",
      "26:\tlearn: 577.0436203\ttotal: 126ms\tremaining: 805ms\n",
      "27:\tlearn: 574.6920814\ttotal: 130ms\tremaining: 797ms\n",
      "28:\tlearn: 568.0513173\ttotal: 134ms\tremaining: 792ms\n",
      "29:\tlearn: 556.3650312\ttotal: 139ms\tremaining: 786ms\n",
      "30:\tlearn: 552.9951090\ttotal: 142ms\tremaining: 776ms\n",
      "31:\tlearn: 548.8996401\ttotal: 146ms\tremaining: 768ms\n",
      "32:\tlearn: 544.8486731\ttotal: 153ms\tremaining: 777ms\n",
      "33:\tlearn: 538.6543499\ttotal: 157ms\tremaining: 767ms\n",
      "34:\tlearn: 535.2844477\ttotal: 161ms\tremaining: 761ms\n",
      "35:\tlearn: 534.4021470\ttotal: 166ms\tremaining: 755ms\n",
      "36:\tlearn: 533.3807986\ttotal: 171ms\tremaining: 754ms\n",
      "37:\tlearn: 532.0839938\ttotal: 176ms\tremaining: 750ms\n",
      "38:\tlearn: 524.6400728\ttotal: 182ms\tremaining: 752ms\n",
      "39:\tlearn: 519.8430420\ttotal: 193ms\tremaining: 772ms\n",
      "40:\tlearn: 516.6091518\ttotal: 200ms\tremaining: 776ms\n",
      "41:\tlearn: 514.5088686\ttotal: 205ms\tremaining: 771ms\n",
      "42:\tlearn: 510.8413641\ttotal: 210ms\tremaining: 767ms\n",
      "43:\tlearn: 508.1998672\ttotal: 214ms\tremaining: 758ms\n",
      "44:\tlearn: 505.6833992\ttotal: 217ms\tremaining: 749ms\n",
      "45:\tlearn: 502.5837877\ttotal: 221ms\tremaining: 739ms\n",
      "46:\tlearn: 497.4679610\ttotal: 225ms\tremaining: 732ms\n",
      "47:\tlearn: 490.0178323\ttotal: 229ms\tremaining: 724ms\n",
      "48:\tlearn: 486.7048746\ttotal: 232ms\tremaining: 715ms\n",
      "49:\tlearn: 485.8153589\ttotal: 235ms\tremaining: 706ms\n",
      "50:\tlearn: 481.6304080\ttotal: 239ms\tremaining: 699ms\n",
      "51:\tlearn: 480.8399554\ttotal: 243ms\tremaining: 692ms\n",
      "52:\tlearn: 477.1215449\ttotal: 246ms\tremaining: 684ms\n",
      "53:\tlearn: 476.7786818\ttotal: 250ms\tremaining: 675ms\n",
      "54:\tlearn: 476.3241270\ttotal: 253ms\tremaining: 667ms\n",
      "55:\tlearn: 474.8788700\ttotal: 257ms\tremaining: 660ms\n",
      "56:\tlearn: 473.7254921\ttotal: 260ms\tremaining: 653ms\n",
      "57:\tlearn: 469.9460861\ttotal: 264ms\tremaining: 645ms\n",
      "58:\tlearn: 469.0121799\ttotal: 267ms\tremaining: 638ms\n",
      "59:\tlearn: 466.1446713\ttotal: 271ms\tremaining: 632ms\n",
      "60:\tlearn: 464.6075576\ttotal: 274ms\tremaining: 625ms\n",
      "61:\tlearn: 462.0670149\ttotal: 278ms\tremaining: 618ms\n",
      "62:\tlearn: 460.2441405\ttotal: 281ms\tremaining: 611ms\n",
      "63:\tlearn: 458.6431808\ttotal: 285ms\tremaining: 605ms\n",
      "64:\tlearn: 457.0631600\ttotal: 288ms\tremaining: 598ms\n",
      "65:\tlearn: 455.4431429\ttotal: 291ms\tremaining: 592ms\n",
      "66:\tlearn: 453.8364934\ttotal: 295ms\tremaining: 585ms\n",
      "67:\tlearn: 453.2201659\ttotal: 299ms\tremaining: 580ms\n",
      "68:\tlearn: 452.3852011\ttotal: 302ms\tremaining: 574ms\n",
      "69:\tlearn: 452.1389399\ttotal: 306ms\tremaining: 567ms\n",
      "70:\tlearn: 451.4872016\ttotal: 311ms\tremaining: 564ms\n",
      "71:\tlearn: 450.2782329\ttotal: 316ms\tremaining: 562ms\n",
      "72:\tlearn: 450.0227425\ttotal: 321ms\tremaining: 558ms\n",
      "73:\tlearn: 448.6176016\ttotal: 324ms\tremaining: 552ms\n",
      "74:\tlearn: 447.9889571\ttotal: 328ms\tremaining: 547ms\n",
      "75:\tlearn: 445.5674375\ttotal: 332ms\tremaining: 541ms\n",
      "76:\tlearn: 445.5148783\ttotal: 335ms\tremaining: 535ms\n",
      "77:\tlearn: 444.4151417\ttotal: 340ms\tremaining: 532ms\n",
      "78:\tlearn: 443.9368974\ttotal: 345ms\tremaining: 528ms\n",
      "79:\tlearn: 439.8750182\ttotal: 350ms\tremaining: 525ms\n",
      "80:\tlearn: 439.0820105\ttotal: 355ms\tremaining: 521ms\n",
      "81:\tlearn: 438.0889148\ttotal: 359ms\tremaining: 517ms\n",
      "82:\tlearn: 436.5614738\ttotal: 364ms\tremaining: 514ms\n",
      "83:\tlearn: 435.4203256\ttotal: 370ms\tremaining: 511ms\n",
      "84:\tlearn: 434.7142465\ttotal: 374ms\tremaining: 507ms\n",
      "85:\tlearn: 434.3558572\ttotal: 378ms\tremaining: 501ms\n",
      "86:\tlearn: 433.3340204\ttotal: 382ms\tremaining: 496ms\n",
      "87:\tlearn: 432.3966872\ttotal: 385ms\tremaining: 490ms\n",
      "88:\tlearn: 432.2140936\ttotal: 389ms\tremaining: 485ms\n",
      "89:\tlearn: 431.9589629\ttotal: 392ms\tremaining: 480ms\n",
      "90:\tlearn: 431.0661731\ttotal: 402ms\tremaining: 482ms\n",
      "91:\tlearn: 430.0197795\ttotal: 406ms\tremaining: 476ms\n",
      "92:\tlearn: 429.8229795\ttotal: 409ms\tremaining: 471ms\n",
      "93:\tlearn: 428.0003076\ttotal: 413ms\tremaining: 465ms\n",
      "94:\tlearn: 426.9375947\ttotal: 416ms\tremaining: 460ms\n",
      "95:\tlearn: 424.9682056\ttotal: 420ms\tremaining: 455ms\n",
      "96:\tlearn: 421.1526784\ttotal: 424ms\tremaining: 450ms\n",
      "97:\tlearn: 418.9852768\ttotal: 427ms\tremaining: 445ms\n",
      "98:\tlearn: 415.2537911\ttotal: 431ms\tremaining: 439ms\n",
      "99:\tlearn: 413.3088697\ttotal: 434ms\tremaining: 434ms\n",
      "100:\tlearn: 411.4633958\ttotal: 438ms\tremaining: 429ms\n",
      "101:\tlearn: 410.9415791\ttotal: 442ms\tremaining: 424ms\n",
      "102:\tlearn: 410.8273687\ttotal: 445ms\tremaining: 419ms\n",
      "103:\tlearn: 410.3467076\ttotal: 449ms\tremaining: 414ms\n",
      "104:\tlearn: 409.2978818\ttotal: 452ms\tremaining: 409ms\n",
      "105:\tlearn: 408.8271045\ttotal: 456ms\tremaining: 404ms\n",
      "106:\tlearn: 408.6805802\ttotal: 459ms\tremaining: 399ms\n",
      "107:\tlearn: 408.4976487\ttotal: 462ms\tremaining: 394ms\n",
      "108:\tlearn: 407.9231156\ttotal: 466ms\tremaining: 389ms\n",
      "109:\tlearn: 407.8366992\ttotal: 469ms\tremaining: 384ms\n",
      "110:\tlearn: 407.5844057\ttotal: 473ms\tremaining: 379ms\n",
      "111:\tlearn: 407.0497537\ttotal: 476ms\tremaining: 374ms\n",
      "112:\tlearn: 405.6781873\ttotal: 480ms\tremaining: 370ms\n",
      "113:\tlearn: 405.4831142\ttotal: 483ms\tremaining: 365ms\n",
      "114:\tlearn: 404.4611654\ttotal: 487ms\tremaining: 360ms\n",
      "115:\tlearn: 403.6945514\ttotal: 490ms\tremaining: 355ms\n",
      "116:\tlearn: 403.6715218\ttotal: 494ms\tremaining: 350ms\n",
      "117:\tlearn: 401.6630851\ttotal: 497ms\tremaining: 346ms\n",
      "118:\tlearn: 401.1450267\ttotal: 501ms\tremaining: 341ms\n",
      "119:\tlearn: 401.1349198\ttotal: 504ms\tremaining: 336ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "120:\tlearn: 400.5474889\ttotal: 509ms\tremaining: 333ms\n",
      "121:\tlearn: 400.0833832\ttotal: 514ms\tremaining: 329ms\n",
      "122:\tlearn: 399.9907638\ttotal: 519ms\tremaining: 325ms\n",
      "123:\tlearn: 397.3556359\ttotal: 524ms\tremaining: 321ms\n",
      "124:\tlearn: 394.0718116\ttotal: 529ms\tremaining: 318ms\n",
      "125:\tlearn: 393.9948432\ttotal: 534ms\tremaining: 314ms\n",
      "126:\tlearn: 393.5097414\ttotal: 540ms\tremaining: 310ms\n",
      "127:\tlearn: 393.0681519\ttotal: 544ms\tremaining: 306ms\n",
      "128:\tlearn: 392.9859770\ttotal: 549ms\tremaining: 302ms\n",
      "129:\tlearn: 392.2193719\ttotal: 555ms\tremaining: 299ms\n",
      "130:\tlearn: 390.4939518\ttotal: 560ms\tremaining: 295ms\n",
      "131:\tlearn: 390.3520697\ttotal: 563ms\tremaining: 290ms\n",
      "132:\tlearn: 389.0479588\ttotal: 567ms\tremaining: 286ms\n",
      "133:\tlearn: 388.7147150\ttotal: 571ms\tremaining: 281ms\n",
      "134:\tlearn: 388.5482713\ttotal: 576ms\tremaining: 277ms\n",
      "135:\tlearn: 388.5067555\ttotal: 580ms\tremaining: 273ms\n",
      "136:\tlearn: 388.1016838\ttotal: 585ms\tremaining: 269ms\n",
      "137:\tlearn: 387.4834761\ttotal: 589ms\tremaining: 265ms\n",
      "138:\tlearn: 387.3198214\ttotal: 593ms\tremaining: 260ms\n",
      "139:\tlearn: 387.0738500\ttotal: 598ms\tremaining: 256ms\n",
      "140:\tlearn: 386.2296926\ttotal: 603ms\tremaining: 252ms\n",
      "141:\tlearn: 385.9842191\ttotal: 607ms\tremaining: 248ms\n",
      "142:\tlearn: 385.4158391\ttotal: 615ms\tremaining: 245ms\n",
      "143:\tlearn: 384.0353397\ttotal: 618ms\tremaining: 241ms\n",
      "144:\tlearn: 383.8408694\ttotal: 623ms\tremaining: 236ms\n",
      "145:\tlearn: 381.8049917\ttotal: 628ms\tremaining: 232ms\n",
      "146:\tlearn: 381.6151265\ttotal: 633ms\tremaining: 228ms\n",
      "147:\tlearn: 379.1242427\ttotal: 638ms\tremaining: 224ms\n",
      "148:\tlearn: 377.3331525\ttotal: 642ms\tremaining: 220ms\n",
      "149:\tlearn: 377.2454539\ttotal: 646ms\tremaining: 215ms\n",
      "150:\tlearn: 375.1633302\ttotal: 650ms\tremaining: 211ms\n",
      "151:\tlearn: 374.1315513\ttotal: 655ms\tremaining: 207ms\n",
      "152:\tlearn: 372.6787744\ttotal: 658ms\tremaining: 202ms\n",
      "153:\tlearn: 372.3368538\ttotal: 662ms\tremaining: 198ms\n",
      "154:\tlearn: 371.1993267\ttotal: 666ms\tremaining: 193ms\n",
      "155:\tlearn: 370.9204154\ttotal: 669ms\tremaining: 189ms\n",
      "156:\tlearn: 369.3075409\ttotal: 672ms\tremaining: 184ms\n",
      "157:\tlearn: 367.7360129\ttotal: 678ms\tremaining: 180ms\n",
      "158:\tlearn: 367.2597657\ttotal: 683ms\tremaining: 176ms\n",
      "159:\tlearn: 367.2126149\ttotal: 688ms\tremaining: 172ms\n",
      "160:\tlearn: 365.8168182\ttotal: 693ms\tremaining: 168ms\n",
      "161:\tlearn: 363.6734883\ttotal: 697ms\tremaining: 164ms\n",
      "162:\tlearn: 363.3428766\ttotal: 702ms\tremaining: 159ms\n",
      "163:\tlearn: 362.0885659\ttotal: 706ms\tremaining: 155ms\n",
      "164:\tlearn: 360.5421901\ttotal: 709ms\tremaining: 150ms\n",
      "165:\tlearn: 359.4821067\ttotal: 712ms\tremaining: 146ms\n",
      "166:\tlearn: 359.3336719\ttotal: 716ms\tremaining: 141ms\n",
      "167:\tlearn: 358.3179583\ttotal: 720ms\tremaining: 137ms\n",
      "168:\tlearn: 356.9895727\ttotal: 723ms\tremaining: 133ms\n",
      "169:\tlearn: 356.4959186\ttotal: 726ms\tremaining: 128ms\n",
      "170:\tlearn: 356.0892727\ttotal: 730ms\tremaining: 124ms\n",
      "171:\tlearn: 354.9699735\ttotal: 734ms\tremaining: 119ms\n",
      "172:\tlearn: 354.7696743\ttotal: 739ms\tremaining: 115ms\n",
      "173:\tlearn: 354.5584306\ttotal: 743ms\tremaining: 111ms\n",
      "174:\tlearn: 353.0082427\ttotal: 747ms\tremaining: 107ms\n",
      "175:\tlearn: 351.6772245\ttotal: 752ms\tremaining: 102ms\n",
      "176:\tlearn: 351.3899786\ttotal: 756ms\tremaining: 98.2ms\n",
      "177:\tlearn: 350.7831551\ttotal: 760ms\tremaining: 94ms\n",
      "178:\tlearn: 350.7455112\ttotal: 764ms\tremaining: 89.6ms\n",
      "179:\tlearn: 350.6937288\ttotal: 768ms\tremaining: 85.3ms\n",
      "180:\tlearn: 350.6572013\ttotal: 772ms\tremaining: 81ms\n",
      "181:\tlearn: 349.0792415\ttotal: 776ms\tremaining: 76.7ms\n",
      "182:\tlearn: 348.5279548\ttotal: 781ms\tremaining: 72.5ms\n",
      "183:\tlearn: 348.1999343\ttotal: 785ms\tremaining: 68.2ms\n",
      "184:\tlearn: 347.9895839\ttotal: 790ms\tremaining: 64.1ms\n",
      "185:\tlearn: 347.0874582\ttotal: 794ms\tremaining: 59.8ms\n",
      "186:\tlearn: 346.8575953\ttotal: 798ms\tremaining: 55.5ms\n",
      "187:\tlearn: 346.7207872\ttotal: 803ms\tremaining: 51.3ms\n",
      "188:\tlearn: 346.6754044\ttotal: 807ms\tremaining: 47ms\n",
      "189:\tlearn: 346.6360632\ttotal: 813ms\tremaining: 42.8ms\n",
      "190:\tlearn: 346.5382145\ttotal: 817ms\tremaining: 38.5ms\n",
      "191:\tlearn: 345.7932809\ttotal: 821ms\tremaining: 34.2ms\n",
      "192:\tlearn: 345.5629161\ttotal: 825ms\tremaining: 29.9ms\n",
      "193:\tlearn: 344.1279222\ttotal: 830ms\tremaining: 25.7ms\n",
      "194:\tlearn: 343.9459097\ttotal: 834ms\tremaining: 21.4ms\n",
      "195:\tlearn: 343.5773080\ttotal: 838ms\tremaining: 17.1ms\n",
      "196:\tlearn: 343.4833433\ttotal: 844ms\tremaining: 12.8ms\n",
      "197:\tlearn: 343.3943922\ttotal: 850ms\tremaining: 8.59ms\n",
      "198:\tlearn: 343.0316223\ttotal: 855ms\tremaining: 4.3ms\n",
      "199:\tlearn: 342.8663416\ttotal: 861ms\tremaining: 0us\n",
      "0:\tlearn: 872.6228232\ttotal: 4.45ms\tremaining: 886ms\n",
      "1:\tlearn: 811.3345495\ttotal: 8.32ms\tremaining: 824ms\n",
      "2:\tlearn: 804.0756086\ttotal: 13.5ms\tremaining: 885ms\n",
      "3:\tlearn: 780.8354717\ttotal: 17.9ms\tremaining: 879ms\n",
      "4:\tlearn: 761.0345963\ttotal: 22.1ms\tremaining: 861ms\n",
      "5:\tlearn: 754.5744140\ttotal: 25.9ms\tremaining: 838ms\n",
      "6:\tlearn: 747.7373038\ttotal: 30.9ms\tremaining: 852ms\n",
      "7:\tlearn: 736.4396616\ttotal: 35.1ms\tremaining: 841ms\n",
      "8:\tlearn: 726.8700033\ttotal: 39.5ms\tremaining: 837ms\n",
      "9:\tlearn: 718.7342224\ttotal: 43.5ms\tremaining: 826ms\n",
      "10:\tlearn: 713.3701535\ttotal: 47ms\tremaining: 808ms\n",
      "11:\tlearn: 706.3037901\ttotal: 50.5ms\tremaining: 792ms\n",
      "12:\tlearn: 695.3890539\ttotal: 57.7ms\tremaining: 830ms\n",
      "13:\tlearn: 679.6453386\ttotal: 61.6ms\tremaining: 818ms\n",
      "14:\tlearn: 663.1649765\ttotal: 64.9ms\tremaining: 801ms\n",
      "15:\tlearn: 659.0699016\ttotal: 68.4ms\tremaining: 786ms\n",
      "16:\tlearn: 651.2097641\ttotal: 71.9ms\tremaining: 774ms\n",
      "17:\tlearn: 645.4902266\ttotal: 75.7ms\tremaining: 765ms\n",
      "18:\tlearn: 642.7454584\ttotal: 78.9ms\tremaining: 752ms\n",
      "19:\tlearn: 631.5842666\ttotal: 82.4ms\tremaining: 741ms\n",
      "20:\tlearn: 628.8040698\ttotal: 85.7ms\tremaining: 731ms\n",
      "21:\tlearn: 623.8907619\ttotal: 89.5ms\tremaining: 724ms\n",
      "22:\tlearn: 618.0746691\ttotal: 93ms\tremaining: 716ms\n",
      "23:\tlearn: 607.7241833\ttotal: 96.6ms\tremaining: 708ms\n",
      "24:\tlearn: 605.7414875\ttotal: 99.8ms\tremaining: 699ms\n",
      "25:\tlearn: 602.2972658\ttotal: 103ms\tremaining: 692ms\n",
      "26:\tlearn: 592.4329991\ttotal: 107ms\tremaining: 684ms\n",
      "27:\tlearn: 590.1464901\ttotal: 110ms\tremaining: 678ms\n",
      "28:\tlearn: 585.5876648\ttotal: 114ms\tremaining: 670ms\n",
      "29:\tlearn: 581.1276713\ttotal: 117ms\tremaining: 664ms\n",
      "30:\tlearn: 577.6140016\ttotal: 121ms\tremaining: 659ms\n",
      "31:\tlearn: 573.1315567\ttotal: 124ms\tremaining: 653ms\n",
      "32:\tlearn: 567.6367419\ttotal: 128ms\tremaining: 646ms\n",
      "33:\tlearn: 564.0196009\ttotal: 131ms\tremaining: 640ms\n",
      "34:\tlearn: 560.8111060\ttotal: 135ms\tremaining: 636ms\n",
      "35:\tlearn: 558.6604845\ttotal: 138ms\tremaining: 631ms\n",
      "36:\tlearn: 557.8110922\ttotal: 142ms\tremaining: 624ms\n",
      "37:\tlearn: 550.5254685\ttotal: 145ms\tremaining: 619ms\n",
      "38:\tlearn: 548.3561954\ttotal: 149ms\tremaining: 614ms\n",
      "39:\tlearn: 546.7539344\ttotal: 152ms\tremaining: 609ms\n",
      "40:\tlearn: 546.0848700\ttotal: 156ms\tremaining: 603ms\n",
      "41:\tlearn: 543.2887802\ttotal: 159ms\tremaining: 597ms\n",
      "42:\tlearn: 541.2497296\ttotal: 162ms\tremaining: 592ms\n",
      "43:\tlearn: 538.8309596\ttotal: 166ms\tremaining: 589ms\n",
      "44:\tlearn: 537.0780167\ttotal: 169ms\tremaining: 584ms\n",
      "45:\tlearn: 536.8533603\ttotal: 174ms\tremaining: 583ms\n",
      "46:\tlearn: 530.7239158\ttotal: 181ms\tremaining: 589ms\n",
      "47:\tlearn: 529.7076849\ttotal: 186ms\tremaining: 588ms\n",
      "48:\tlearn: 528.4167126\ttotal: 191ms\tremaining: 588ms\n",
      "49:\tlearn: 525.6870652\ttotal: 196ms\tremaining: 588ms\n",
      "50:\tlearn: 523.3422374\ttotal: 201ms\tremaining: 588ms\n",
      "51:\tlearn: 514.4104662\ttotal: 207ms\tremaining: 590ms\n",
      "52:\tlearn: 511.7247830\ttotal: 215ms\tremaining: 595ms\n",
      "53:\tlearn: 510.0267007\ttotal: 219ms\tremaining: 593ms\n",
      "54:\tlearn: 506.9702500\ttotal: 226ms\tremaining: 595ms\n",
      "55:\tlearn: 505.9214697\ttotal: 230ms\tremaining: 590ms\n",
      "56:\tlearn: 504.7137847\ttotal: 234ms\tremaining: 587ms\n",
      "57:\tlearn: 502.7754748\ttotal: 238ms\tremaining: 583ms\n",
      "58:\tlearn: 499.8392623\ttotal: 242ms\tremaining: 579ms\n",
      "59:\tlearn: 497.4406131\ttotal: 249ms\tremaining: 580ms\n",
      "60:\tlearn: 495.5774176\ttotal: 257ms\tremaining: 585ms\n",
      "61:\tlearn: 492.7779484\ttotal: 260ms\tremaining: 579ms\n",
      "62:\tlearn: 489.3032576\ttotal: 264ms\tremaining: 574ms\n",
      "63:\tlearn: 487.3387333\ttotal: 268ms\tremaining: 569ms\n",
      "64:\tlearn: 486.9410560\ttotal: 272ms\tremaining: 565ms\n",
      "65:\tlearn: 485.5537053\ttotal: 277ms\tremaining: 562ms\n",
      "66:\tlearn: 484.7822437\ttotal: 281ms\tremaining: 558ms\n",
      "67:\tlearn: 482.7786043\ttotal: 286ms\tremaining: 555ms\n",
      "68:\tlearn: 480.1560212\ttotal: 290ms\tremaining: 550ms\n",
      "69:\tlearn: 479.3603319\ttotal: 293ms\tremaining: 545ms\n",
      "70:\tlearn: 477.5694786\ttotal: 297ms\tremaining: 540ms\n",
      "71:\tlearn: 477.0801997\ttotal: 301ms\tremaining: 535ms\n",
      "72:\tlearn: 475.3602979\ttotal: 305ms\tremaining: 531ms\n",
      "73:\tlearn: 474.6064551\ttotal: 310ms\tremaining: 528ms\n",
      "74:\tlearn: 473.7581443\ttotal: 314ms\tremaining: 524ms\n",
      "75:\tlearn: 472.2812461\ttotal: 318ms\tremaining: 520ms\n",
      "76:\tlearn: 470.0593583\ttotal: 323ms\tremaining: 515ms\n",
      "77:\tlearn: 469.0629369\ttotal: 327ms\tremaining: 511ms\n",
      "78:\tlearn: 467.5307283\ttotal: 331ms\tremaining: 508ms\n",
      "79:\tlearn: 465.1010616\ttotal: 335ms\tremaining: 503ms\n",
      "80:\tlearn: 464.9038918\ttotal: 341ms\tremaining: 501ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "81:\tlearn: 463.2290675\ttotal: 346ms\tremaining: 499ms\n",
      "82:\tlearn: 461.5180203\ttotal: 351ms\tremaining: 495ms\n",
      "83:\tlearn: 461.2832595\ttotal: 356ms\tremaining: 491ms\n",
      "84:\tlearn: 460.7632375\ttotal: 362ms\tremaining: 489ms\n",
      "85:\tlearn: 460.2637792\ttotal: 367ms\tremaining: 486ms\n",
      "86:\tlearn: 459.2657156\ttotal: 372ms\tremaining: 483ms\n",
      "87:\tlearn: 458.2399810\ttotal: 377ms\tremaining: 480ms\n",
      "88:\tlearn: 457.0807025\ttotal: 382ms\tremaining: 477ms\n",
      "89:\tlearn: 453.6047360\ttotal: 386ms\tremaining: 472ms\n",
      "90:\tlearn: 451.5716781\ttotal: 389ms\tremaining: 466ms\n",
      "91:\tlearn: 449.7257194\ttotal: 394ms\tremaining: 462ms\n",
      "92:\tlearn: 447.5830245\ttotal: 397ms\tremaining: 457ms\n",
      "93:\tlearn: 446.5152624\ttotal: 401ms\tremaining: 452ms\n",
      "94:\tlearn: 445.2538013\ttotal: 404ms\tremaining: 447ms\n",
      "95:\tlearn: 444.8236908\ttotal: 408ms\tremaining: 442ms\n",
      "96:\tlearn: 444.0185875\ttotal: 412ms\tremaining: 437ms\n",
      "97:\tlearn: 443.7159004\ttotal: 415ms\tremaining: 432ms\n",
      "98:\tlearn: 443.2443294\ttotal: 419ms\tremaining: 427ms\n",
      "99:\tlearn: 441.4333589\ttotal: 423ms\tremaining: 423ms\n",
      "100:\tlearn: 440.8385111\ttotal: 426ms\tremaining: 418ms\n",
      "101:\tlearn: 440.7091550\ttotal: 430ms\tremaining: 413ms\n",
      "102:\tlearn: 440.3882206\ttotal: 433ms\tremaining: 408ms\n",
      "103:\tlearn: 438.2548161\ttotal: 437ms\tremaining: 403ms\n",
      "104:\tlearn: 437.3451902\ttotal: 441ms\tremaining: 399ms\n",
      "105:\tlearn: 437.0474957\ttotal: 444ms\tremaining: 394ms\n",
      "106:\tlearn: 434.3914802\ttotal: 447ms\tremaining: 389ms\n",
      "107:\tlearn: 433.8911076\ttotal: 452ms\tremaining: 385ms\n",
      "108:\tlearn: 433.4943393\ttotal: 456ms\tremaining: 380ms\n",
      "109:\tlearn: 433.3634216\ttotal: 459ms\tremaining: 376ms\n",
      "110:\tlearn: 433.1752020\ttotal: 463ms\tremaining: 371ms\n",
      "111:\tlearn: 431.9037422\ttotal: 466ms\tremaining: 366ms\n",
      "112:\tlearn: 430.8823843\ttotal: 470ms\tremaining: 362ms\n",
      "113:\tlearn: 429.4215969\ttotal: 473ms\tremaining: 357ms\n",
      "114:\tlearn: 429.3673313\ttotal: 479ms\tremaining: 354ms\n",
      "115:\tlearn: 428.0168735\ttotal: 483ms\tremaining: 350ms\n",
      "116:\tlearn: 427.8084849\ttotal: 487ms\tremaining: 345ms\n",
      "117:\tlearn: 426.7545306\ttotal: 490ms\tremaining: 341ms\n",
      "118:\tlearn: 426.3375980\ttotal: 498ms\tremaining: 339ms\n",
      "119:\tlearn: 426.0455069\ttotal: 501ms\tremaining: 334ms\n",
      "120:\tlearn: 425.4795370\ttotal: 505ms\tremaining: 330ms\n",
      "121:\tlearn: 423.1237235\ttotal: 509ms\tremaining: 326ms\n",
      "122:\tlearn: 420.8982281\ttotal: 514ms\tremaining: 322ms\n",
      "123:\tlearn: 419.5211577\ttotal: 519ms\tremaining: 318ms\n",
      "124:\tlearn: 418.2198733\ttotal: 525ms\tremaining: 315ms\n",
      "125:\tlearn: 417.3129849\ttotal: 535ms\tremaining: 314ms\n",
      "126:\tlearn: 417.2253270\ttotal: 540ms\tremaining: 310ms\n",
      "127:\tlearn: 415.5350938\ttotal: 546ms\tremaining: 307ms\n",
      "128:\tlearn: 415.0276736\ttotal: 551ms\tremaining: 303ms\n",
      "129:\tlearn: 410.4086966\ttotal: 555ms\tremaining: 299ms\n",
      "130:\tlearn: 410.3120101\ttotal: 560ms\tremaining: 295ms\n",
      "131:\tlearn: 408.2951639\ttotal: 564ms\tremaining: 291ms\n",
      "132:\tlearn: 405.6493725\ttotal: 568ms\tremaining: 286ms\n",
      "133:\tlearn: 403.9484588\ttotal: 572ms\tremaining: 282ms\n",
      "134:\tlearn: 402.7650661\ttotal: 578ms\tremaining: 278ms\n",
      "135:\tlearn: 402.0168922\ttotal: 582ms\tremaining: 274ms\n",
      "136:\tlearn: 401.3630952\ttotal: 586ms\tremaining: 269ms\n",
      "137:\tlearn: 400.0041685\ttotal: 590ms\tremaining: 265ms\n",
      "138:\tlearn: 398.2153801\ttotal: 593ms\tremaining: 260ms\n",
      "139:\tlearn: 397.0589925\ttotal: 597ms\tremaining: 256ms\n",
      "140:\tlearn: 396.9382529\ttotal: 601ms\tremaining: 251ms\n",
      "141:\tlearn: 396.8612585\ttotal: 605ms\tremaining: 247ms\n",
      "142:\tlearn: 396.1660629\ttotal: 609ms\tremaining: 243ms\n",
      "143:\tlearn: 396.1606345\ttotal: 613ms\tremaining: 238ms\n",
      "144:\tlearn: 395.6283911\ttotal: 617ms\tremaining: 234ms\n",
      "145:\tlearn: 395.6055630\ttotal: 621ms\tremaining: 230ms\n",
      "146:\tlearn: 395.5963487\ttotal: 627ms\tremaining: 226ms\n",
      "147:\tlearn: 394.7252662\ttotal: 631ms\tremaining: 222ms\n",
      "148:\tlearn: 394.2548338\ttotal: 635ms\tremaining: 217ms\n",
      "149:\tlearn: 393.6010189\ttotal: 639ms\tremaining: 213ms\n",
      "150:\tlearn: 393.0877706\ttotal: 642ms\tremaining: 208ms\n",
      "151:\tlearn: 392.4388955\ttotal: 646ms\tremaining: 204ms\n",
      "152:\tlearn: 386.9966233\ttotal: 650ms\tremaining: 200ms\n",
      "153:\tlearn: 386.9095093\ttotal: 653ms\tremaining: 195ms\n",
      "154:\tlearn: 386.7649953\ttotal: 657ms\tremaining: 191ms\n",
      "155:\tlearn: 384.9842751\ttotal: 660ms\tremaining: 186ms\n",
      "156:\tlearn: 384.7173356\ttotal: 664ms\tremaining: 182ms\n",
      "157:\tlearn: 384.6067663\ttotal: 668ms\tremaining: 177ms\n",
      "158:\tlearn: 384.5864120\ttotal: 671ms\tremaining: 173ms\n",
      "159:\tlearn: 383.8584497\ttotal: 678ms\tremaining: 170ms\n",
      "160:\tlearn: 382.8705082\ttotal: 682ms\tremaining: 165ms\n",
      "161:\tlearn: 382.8227128\ttotal: 686ms\tremaining: 161ms\n",
      "162:\tlearn: 382.4876725\ttotal: 691ms\tremaining: 157ms\n",
      "163:\tlearn: 382.4193759\ttotal: 696ms\tremaining: 153ms\n",
      "164:\tlearn: 381.3075275\ttotal: 701ms\tremaining: 149ms\n",
      "165:\tlearn: 381.0272171\ttotal: 705ms\tremaining: 144ms\n",
      "166:\tlearn: 379.6365912\ttotal: 710ms\tremaining: 140ms\n",
      "167:\tlearn: 379.5669521\ttotal: 715ms\tremaining: 136ms\n",
      "168:\tlearn: 377.9770851\ttotal: 719ms\tremaining: 132ms\n",
      "169:\tlearn: 377.4245207\ttotal: 723ms\tremaining: 128ms\n",
      "170:\tlearn: 376.5166674\ttotal: 726ms\tremaining: 123ms\n",
      "171:\tlearn: 375.3956393\ttotal: 730ms\tremaining: 119ms\n",
      "172:\tlearn: 375.1234765\ttotal: 733ms\tremaining: 114ms\n",
      "173:\tlearn: 374.6273639\ttotal: 737ms\tremaining: 110ms\n",
      "174:\tlearn: 374.5793104\ttotal: 740ms\tremaining: 106ms\n",
      "175:\tlearn: 374.5255390\ttotal: 744ms\tremaining: 101ms\n",
      "176:\tlearn: 374.2237825\ttotal: 747ms\tremaining: 97.1ms\n",
      "177:\tlearn: 373.7963978\ttotal: 751ms\tremaining: 92.8ms\n",
      "178:\tlearn: 373.4703143\ttotal: 755ms\tremaining: 88.5ms\n",
      "179:\tlearn: 373.4556785\ttotal: 758ms\tremaining: 84.2ms\n",
      "180:\tlearn: 371.3951861\ttotal: 761ms\tremaining: 79.9ms\n",
      "181:\tlearn: 371.0702799\ttotal: 765ms\tremaining: 75.6ms\n",
      "182:\tlearn: 371.0053981\ttotal: 769ms\tremaining: 71.4ms\n",
      "183:\tlearn: 370.7657918\ttotal: 772ms\tremaining: 67.2ms\n",
      "184:\tlearn: 370.4114424\ttotal: 776ms\tremaining: 62.9ms\n",
      "185:\tlearn: 370.3873379\ttotal: 779ms\tremaining: 58.6ms\n",
      "186:\tlearn: 370.0506377\ttotal: 783ms\tremaining: 54.4ms\n",
      "187:\tlearn: 368.1887357\ttotal: 786ms\tremaining: 50.2ms\n",
      "188:\tlearn: 367.1467860\ttotal: 791ms\tremaining: 46ms\n",
      "189:\tlearn: 366.9574513\ttotal: 794ms\tremaining: 41.8ms\n",
      "190:\tlearn: 366.4292164\ttotal: 798ms\tremaining: 37.6ms\n",
      "191:\tlearn: 366.3557484\ttotal: 802ms\tremaining: 33.4ms\n",
      "192:\tlearn: 365.2578312\ttotal: 807ms\tremaining: 29.3ms\n",
      "193:\tlearn: 364.3537607\ttotal: 811ms\tremaining: 25.1ms\n",
      "194:\tlearn: 364.2417512\ttotal: 815ms\tremaining: 20.9ms\n",
      "195:\tlearn: 363.7938437\ttotal: 819ms\tremaining: 16.7ms\n",
      "196:\tlearn: 363.6863526\ttotal: 823ms\tremaining: 12.5ms\n",
      "197:\tlearn: 363.2355929\ttotal: 827ms\tremaining: 8.36ms\n",
      "198:\tlearn: 362.8281362\ttotal: 832ms\tremaining: 4.18ms\n",
      "199:\tlearn: 362.8259803\ttotal: 837ms\tremaining: 0us\n",
      "0:\tlearn: 840.9348354\ttotal: 11.5ms\tremaining: 2.28s\n",
      "1:\tlearn: 781.1665025\ttotal: 16ms\tremaining: 1.58s\n",
      "2:\tlearn: 758.2591411\ttotal: 20.9ms\tremaining: 1.37s\n",
      "3:\tlearn: 736.6160266\ttotal: 26.5ms\tremaining: 1.3s\n",
      "4:\tlearn: 724.3420066\ttotal: 33ms\tremaining: 1.29s\n",
      "5:\tlearn: 710.0089703\ttotal: 39.3ms\tremaining: 1.27s\n",
      "6:\tlearn: 701.3807588\ttotal: 43.5ms\tremaining: 1.2s\n",
      "7:\tlearn: 687.7464516\ttotal: 48.1ms\tremaining: 1.15s\n",
      "8:\tlearn: 665.3564663\ttotal: 53.2ms\tremaining: 1.13s\n",
      "9:\tlearn: 662.0374437\ttotal: 59.8ms\tremaining: 1.14s\n",
      "10:\tlearn: 648.5715217\ttotal: 63.5ms\tremaining: 1.09s\n",
      "11:\tlearn: 641.3490035\ttotal: 67.4ms\tremaining: 1.06s\n",
      "12:\tlearn: 636.9463407\ttotal: 71.7ms\tremaining: 1.03s\n",
      "13:\tlearn: 630.4183078\ttotal: 75.9ms\tremaining: 1.01s\n",
      "14:\tlearn: 628.5965235\ttotal: 79.8ms\tremaining: 984ms\n",
      "15:\tlearn: 623.6303380\ttotal: 84.1ms\tremaining: 967ms\n",
      "16:\tlearn: 614.8676670\ttotal: 88.8ms\tremaining: 956ms\n",
      "17:\tlearn: 612.3479036\ttotal: 93.1ms\tremaining: 942ms\n",
      "18:\tlearn: 603.1955847\ttotal: 97.2ms\tremaining: 926ms\n",
      "19:\tlearn: 587.1702325\ttotal: 102ms\tremaining: 915ms\n",
      "20:\tlearn: 574.8528191\ttotal: 107ms\tremaining: 911ms\n",
      "21:\tlearn: 572.2377612\ttotal: 111ms\tremaining: 897ms\n",
      "22:\tlearn: 566.1934280\ttotal: 116ms\tremaining: 890ms\n",
      "23:\tlearn: 561.7720518\ttotal: 123ms\tremaining: 899ms\n",
      "24:\tlearn: 560.1630449\ttotal: 131ms\tremaining: 915ms\n",
      "25:\tlearn: 552.6601346\ttotal: 136ms\tremaining: 908ms\n",
      "26:\tlearn: 550.8732615\ttotal: 140ms\tremaining: 895ms\n",
      "27:\tlearn: 548.5840050\ttotal: 144ms\tremaining: 885ms\n",
      "28:\tlearn: 544.9905915\ttotal: 148ms\tremaining: 873ms\n",
      "29:\tlearn: 541.8708740\ttotal: 153ms\tremaining: 866ms\n",
      "30:\tlearn: 540.3095225\ttotal: 157ms\tremaining: 855ms\n",
      "31:\tlearn: 538.7114835\ttotal: 163ms\tremaining: 857ms\n",
      "32:\tlearn: 534.1082679\ttotal: 168ms\tremaining: 849ms\n",
      "33:\tlearn: 533.6759582\ttotal: 171ms\tremaining: 836ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "34:\tlearn: 529.7392583\ttotal: 177ms\tremaining: 833ms\n",
      "35:\tlearn: 527.4065830\ttotal: 182ms\tremaining: 827ms\n",
      "36:\tlearn: 524.4604788\ttotal: 186ms\tremaining: 818ms\n",
      "37:\tlearn: 523.4506715\ttotal: 190ms\tremaining: 811ms\n",
      "38:\tlearn: 522.0163142\ttotal: 197ms\tremaining: 813ms\n",
      "39:\tlearn: 519.3850676\ttotal: 201ms\tremaining: 805ms\n",
      "40:\tlearn: 517.3522000\ttotal: 206ms\tremaining: 798ms\n",
      "41:\tlearn: 513.4599755\ttotal: 212ms\tremaining: 798ms\n",
      "42:\tlearn: 511.8577184\ttotal: 216ms\tremaining: 787ms\n",
      "43:\tlearn: 507.9809213\ttotal: 219ms\tremaining: 776ms\n",
      "44:\tlearn: 503.6006800\ttotal: 223ms\tremaining: 768ms\n",
      "45:\tlearn: 496.0365718\ttotal: 227ms\tremaining: 760ms\n",
      "46:\tlearn: 495.1903412\ttotal: 230ms\tremaining: 750ms\n",
      "47:\tlearn: 492.7997921\ttotal: 234ms\tremaining: 740ms\n",
      "48:\tlearn: 492.1388572\ttotal: 237ms\tremaining: 730ms\n",
      "49:\tlearn: 491.1407906\ttotal: 241ms\tremaining: 722ms\n",
      "50:\tlearn: 490.9524140\ttotal: 244ms\tremaining: 713ms\n",
      "51:\tlearn: 488.3019619\ttotal: 247ms\tremaining: 704ms\n",
      "52:\tlearn: 481.9237592\ttotal: 251ms\tremaining: 696ms\n",
      "53:\tlearn: 479.1651307\ttotal: 254ms\tremaining: 687ms\n",
      "54:\tlearn: 478.1543155\ttotal: 258ms\tremaining: 680ms\n",
      "55:\tlearn: 476.2350021\ttotal: 261ms\tremaining: 671ms\n",
      "56:\tlearn: 474.3700710\ttotal: 264ms\tremaining: 663ms\n",
      "57:\tlearn: 466.0867857\ttotal: 268ms\tremaining: 656ms\n",
      "58:\tlearn: 465.4216489\ttotal: 272ms\tremaining: 649ms\n",
      "59:\tlearn: 465.0615223\ttotal: 275ms\tremaining: 641ms\n",
      "60:\tlearn: 454.5737825\ttotal: 278ms\tremaining: 634ms\n",
      "61:\tlearn: 454.1946195\ttotal: 282ms\tremaining: 627ms\n",
      "62:\tlearn: 453.5421541\ttotal: 285ms\tremaining: 620ms\n",
      "63:\tlearn: 453.0943448\ttotal: 288ms\tremaining: 613ms\n",
      "64:\tlearn: 452.3104696\ttotal: 292ms\tremaining: 606ms\n",
      "65:\tlearn: 451.4038040\ttotal: 295ms\tremaining: 599ms\n",
      "66:\tlearn: 447.7483550\ttotal: 298ms\tremaining: 592ms\n",
      "67:\tlearn: 446.9169544\ttotal: 302ms\tremaining: 586ms\n",
      "68:\tlearn: 446.8887489\ttotal: 305ms\tremaining: 579ms\n",
      "69:\tlearn: 446.4656498\ttotal: 308ms\tremaining: 573ms\n",
      "70:\tlearn: 445.7908357\ttotal: 312ms\tremaining: 566ms\n",
      "71:\tlearn: 442.6409511\ttotal: 316ms\tremaining: 561ms\n",
      "72:\tlearn: 442.3393086\ttotal: 319ms\tremaining: 555ms\n",
      "73:\tlearn: 441.0489039\ttotal: 322ms\tremaining: 549ms\n",
      "74:\tlearn: 440.4685604\ttotal: 326ms\tremaining: 543ms\n",
      "75:\tlearn: 438.4186135\ttotal: 329ms\tremaining: 537ms\n",
      "76:\tlearn: 437.6954126\ttotal: 333ms\tremaining: 531ms\n",
      "77:\tlearn: 437.4998501\ttotal: 336ms\tremaining: 526ms\n",
      "78:\tlearn: 437.3351938\ttotal: 339ms\tremaining: 520ms\n",
      "79:\tlearn: 436.1516756\ttotal: 344ms\tremaining: 516ms\n",
      "80:\tlearn: 434.8526081\ttotal: 352ms\tremaining: 517ms\n",
      "81:\tlearn: 433.7512516\ttotal: 357ms\tremaining: 513ms\n",
      "82:\tlearn: 432.9878718\ttotal: 362ms\tremaining: 510ms\n",
      "83:\tlearn: 428.5009070\ttotal: 367ms\tremaining: 506ms\n",
      "84:\tlearn: 427.6812480\ttotal: 372ms\tremaining: 503ms\n",
      "85:\tlearn: 427.4541030\ttotal: 376ms\tremaining: 498ms\n",
      "86:\tlearn: 426.7175563\ttotal: 379ms\tremaining: 493ms\n",
      "87:\tlearn: 425.2670135\ttotal: 383ms\tremaining: 487ms\n",
      "88:\tlearn: 424.4251495\ttotal: 386ms\tremaining: 481ms\n",
      "89:\tlearn: 421.9146897\ttotal: 389ms\tremaining: 476ms\n",
      "90:\tlearn: 421.5006951\ttotal: 393ms\tremaining: 470ms\n",
      "91:\tlearn: 421.1120567\ttotal: 396ms\tremaining: 465ms\n",
      "92:\tlearn: 420.6206817\ttotal: 399ms\tremaining: 460ms\n",
      "93:\tlearn: 418.3239674\ttotal: 403ms\tremaining: 454ms\n",
      "94:\tlearn: 415.8795304\ttotal: 407ms\tremaining: 450ms\n",
      "95:\tlearn: 415.8310411\ttotal: 410ms\tremaining: 444ms\n",
      "96:\tlearn: 415.2095416\ttotal: 413ms\tremaining: 439ms\n",
      "97:\tlearn: 415.0974021\ttotal: 417ms\tremaining: 434ms\n",
      "98:\tlearn: 415.0239359\ttotal: 420ms\tremaining: 429ms\n",
      "99:\tlearn: 412.6290518\ttotal: 424ms\tremaining: 424ms\n",
      "100:\tlearn: 412.4611538\ttotal: 427ms\tremaining: 419ms\n",
      "101:\tlearn: 411.2893014\ttotal: 431ms\tremaining: 414ms\n",
      "102:\tlearn: 410.5097380\ttotal: 434ms\tremaining: 409ms\n",
      "103:\tlearn: 408.2287867\ttotal: 437ms\tremaining: 404ms\n",
      "104:\tlearn: 407.9807888\ttotal: 441ms\tremaining: 399ms\n",
      "105:\tlearn: 407.3248112\ttotal: 444ms\tremaining: 394ms\n",
      "106:\tlearn: 406.6747083\ttotal: 448ms\tremaining: 389ms\n",
      "107:\tlearn: 406.2963280\ttotal: 451ms\tremaining: 385ms\n",
      "108:\tlearn: 406.2127308\ttotal: 455ms\tremaining: 380ms\n",
      "109:\tlearn: 405.1639603\ttotal: 458ms\tremaining: 375ms\n",
      "110:\tlearn: 404.4268919\ttotal: 462ms\tremaining: 370ms\n",
      "111:\tlearn: 403.4341822\ttotal: 466ms\tremaining: 366ms\n",
      "112:\tlearn: 401.7942432\ttotal: 469ms\tremaining: 361ms\n",
      "113:\tlearn: 401.6099211\ttotal: 472ms\tremaining: 356ms\n",
      "114:\tlearn: 401.4941202\ttotal: 476ms\tremaining: 352ms\n",
      "115:\tlearn: 400.9061883\ttotal: 479ms\tremaining: 347ms\n",
      "116:\tlearn: 400.5781964\ttotal: 483ms\tremaining: 342ms\n",
      "117:\tlearn: 400.4938785\ttotal: 486ms\tremaining: 338ms\n",
      "118:\tlearn: 400.1369289\ttotal: 489ms\tremaining: 333ms\n",
      "119:\tlearn: 399.3238001\ttotal: 493ms\tremaining: 328ms\n",
      "120:\tlearn: 398.2291562\ttotal: 496ms\tremaining: 324ms\n",
      "121:\tlearn: 397.5927946\ttotal: 500ms\tremaining: 320ms\n",
      "122:\tlearn: 396.4622811\ttotal: 503ms\tremaining: 315ms\n",
      "123:\tlearn: 396.3994111\ttotal: 507ms\tremaining: 311ms\n",
      "124:\tlearn: 395.7928597\ttotal: 512ms\tremaining: 307ms\n",
      "125:\tlearn: 395.7432913\ttotal: 517ms\tremaining: 304ms\n",
      "126:\tlearn: 395.4444911\ttotal: 521ms\tremaining: 300ms\n",
      "127:\tlearn: 395.3212989\ttotal: 526ms\tremaining: 296ms\n",
      "128:\tlearn: 395.2150390\ttotal: 531ms\tremaining: 292ms\n",
      "129:\tlearn: 394.9435582\ttotal: 536ms\tremaining: 289ms\n",
      "130:\tlearn: 394.7586888\ttotal: 541ms\tremaining: 285ms\n",
      "131:\tlearn: 393.5870319\ttotal: 544ms\tremaining: 280ms\n",
      "132:\tlearn: 393.3059450\ttotal: 548ms\tremaining: 276ms\n",
      "133:\tlearn: 392.7105487\ttotal: 551ms\tremaining: 271ms\n",
      "134:\tlearn: 392.1216661\ttotal: 554ms\tremaining: 267ms\n",
      "135:\tlearn: 391.6249965\ttotal: 558ms\tremaining: 263ms\n",
      "136:\tlearn: 390.9473951\ttotal: 561ms\tremaining: 258ms\n",
      "137:\tlearn: 390.0345665\ttotal: 565ms\tremaining: 254ms\n",
      "138:\tlearn: 389.9613118\ttotal: 568ms\tremaining: 249ms\n",
      "139:\tlearn: 387.7106845\ttotal: 572ms\tremaining: 245ms\n",
      "140:\tlearn: 387.6398569\ttotal: 575ms\tremaining: 241ms\n",
      "141:\tlearn: 387.5462806\ttotal: 579ms\tremaining: 236ms\n",
      "142:\tlearn: 387.0615992\ttotal: 582ms\tremaining: 232ms\n",
      "143:\tlearn: 387.0095910\ttotal: 586ms\tremaining: 228ms\n",
      "144:\tlearn: 381.0701792\ttotal: 590ms\tremaining: 224ms\n",
      "145:\tlearn: 377.9769252\ttotal: 593ms\tremaining: 219ms\n",
      "146:\tlearn: 376.2896709\ttotal: 597ms\tremaining: 215ms\n",
      "147:\tlearn: 376.1649950\ttotal: 601ms\tremaining: 211ms\n",
      "148:\tlearn: 376.0272075\ttotal: 604ms\tremaining: 207ms\n",
      "149:\tlearn: 374.9293574\ttotal: 607ms\tremaining: 202ms\n",
      "150:\tlearn: 374.5623981\ttotal: 612ms\tremaining: 199ms\n",
      "151:\tlearn: 374.5605426\ttotal: 616ms\tremaining: 195ms\n",
      "152:\tlearn: 373.0368928\ttotal: 620ms\tremaining: 190ms\n",
      "153:\tlearn: 372.8788292\ttotal: 623ms\tremaining: 186ms\n",
      "154:\tlearn: 372.4856211\ttotal: 626ms\tremaining: 182ms\n",
      "155:\tlearn: 371.5802118\ttotal: 630ms\tremaining: 178ms\n",
      "156:\tlearn: 369.0251945\ttotal: 634ms\tremaining: 174ms\n",
      "157:\tlearn: 366.2092031\ttotal: 637ms\tremaining: 169ms\n",
      "158:\tlearn: 365.6955550\ttotal: 641ms\tremaining: 165ms\n",
      "159:\tlearn: 365.6871681\ttotal: 644ms\tremaining: 161ms\n",
      "160:\tlearn: 364.8674163\ttotal: 647ms\tremaining: 157ms\n",
      "161:\tlearn: 364.0555619\ttotal: 651ms\tremaining: 153ms\n",
      "162:\tlearn: 363.4946327\ttotal: 654ms\tremaining: 148ms\n",
      "163:\tlearn: 363.4922515\ttotal: 657ms\tremaining: 144ms\n",
      "164:\tlearn: 362.6855613\ttotal: 661ms\tremaining: 140ms\n",
      "165:\tlearn: 362.5420395\ttotal: 665ms\tremaining: 136ms\n",
      "166:\tlearn: 360.6859037\ttotal: 668ms\tremaining: 132ms\n",
      "167:\tlearn: 360.4901835\ttotal: 672ms\tremaining: 128ms\n",
      "168:\tlearn: 360.4294860\ttotal: 676ms\tremaining: 124ms\n",
      "169:\tlearn: 359.7388360\ttotal: 680ms\tremaining: 120ms\n",
      "170:\tlearn: 359.6860160\ttotal: 686ms\tremaining: 116ms\n",
      "171:\tlearn: 359.1068051\ttotal: 691ms\tremaining: 112ms\n",
      "172:\tlearn: 359.1011231\ttotal: 696ms\tremaining: 109ms\n",
      "173:\tlearn: 358.0782818\ttotal: 700ms\tremaining: 105ms\n",
      "174:\tlearn: 357.7815539\ttotal: 705ms\tremaining: 101ms\n",
      "175:\tlearn: 356.5495896\ttotal: 711ms\tremaining: 96.9ms\n",
      "176:\tlearn: 356.4051268\ttotal: 714ms\tremaining: 92.8ms\n",
      "177:\tlearn: 356.3504537\ttotal: 718ms\tremaining: 88.7ms\n",
      "178:\tlearn: 354.7853037\ttotal: 722ms\tremaining: 84.7ms\n",
      "179:\tlearn: 354.7844957\ttotal: 725ms\tremaining: 80.6ms\n",
      "180:\tlearn: 353.7720378\ttotal: 729ms\tremaining: 76.5ms\n",
      "181:\tlearn: 353.0818483\ttotal: 732ms\tremaining: 72.4ms\n",
      "182:\tlearn: 353.0195163\ttotal: 736ms\tremaining: 68.4ms\n",
      "183:\tlearn: 352.7239738\ttotal: 740ms\tremaining: 64.3ms\n",
      "184:\tlearn: 351.5070117\ttotal: 743ms\tremaining: 60.3ms\n",
      "185:\tlearn: 350.8099002\ttotal: 747ms\tremaining: 56.2ms\n",
      "186:\tlearn: 350.5882127\ttotal: 750ms\tremaining: 52.2ms\n",
      "187:\tlearn: 349.8901231\ttotal: 754ms\tremaining: 48.1ms\n",
      "188:\tlearn: 349.5668275\ttotal: 757ms\tremaining: 44.1ms\n",
      "189:\tlearn: 348.6823923\ttotal: 761ms\tremaining: 40ms\n",
      "190:\tlearn: 348.6485075\ttotal: 764ms\tremaining: 36ms\n",
      "191:\tlearn: 348.6014519\ttotal: 768ms\tremaining: 32ms\n",
      "192:\tlearn: 346.6709741\ttotal: 771ms\tremaining: 28ms\n",
      "193:\tlearn: 346.4719233\ttotal: 775ms\tremaining: 24ms\n",
      "194:\tlearn: 346.3960556\ttotal: 778ms\tremaining: 19.9ms\n",
      "195:\tlearn: 346.1313359\ttotal: 791ms\tremaining: 16.1ms\n",
      "196:\tlearn: 346.1029845\ttotal: 794ms\tremaining: 12.1ms\n",
      "197:\tlearn: 345.6574448\ttotal: 798ms\tremaining: 8.06ms\n",
      "198:\tlearn: 345.2085066\ttotal: 801ms\tremaining: 4.03ms\n",
      "199:\tlearn: 345.2041989\ttotal: 805ms\tremaining: 0us\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0:\tlearn: 858.2421419\ttotal: 9.98ms\tremaining: 1.99s\n",
      "1:\tlearn: 776.3986344\ttotal: 16.6ms\tremaining: 1.65s\n",
      "2:\tlearn: 749.6995305\ttotal: 22.4ms\tremaining: 1.47s\n",
      "3:\tlearn: 740.3548825\ttotal: 28.6ms\tremaining: 1.4s\n",
      "4:\tlearn: 725.3256149\ttotal: 34.1ms\tremaining: 1.33s\n",
      "5:\tlearn: 710.1314520\ttotal: 39.8ms\tremaining: 1.29s\n",
      "6:\tlearn: 706.9803124\ttotal: 44ms\tremaining: 1.21s\n",
      "7:\tlearn: 692.7772460\ttotal: 47.6ms\tremaining: 1.14s\n",
      "8:\tlearn: 677.7948716\ttotal: 51.3ms\tremaining: 1.09s\n",
      "9:\tlearn: 670.6913398\ttotal: 55ms\tremaining: 1.04s\n",
      "10:\tlearn: 662.4088767\ttotal: 59.1ms\tremaining: 1.02s\n",
      "11:\tlearn: 652.4291099\ttotal: 62.9ms\tremaining: 985ms\n",
      "12:\tlearn: 646.0003595\ttotal: 66.4ms\tremaining: 956ms\n",
      "13:\tlearn: 642.8599502\ttotal: 70.1ms\tremaining: 931ms\n",
      "14:\tlearn: 639.1141152\ttotal: 73.7ms\tremaining: 909ms\n",
      "15:\tlearn: 633.1082062\ttotal: 78.5ms\tremaining: 903ms\n",
      "16:\tlearn: 624.7015104\ttotal: 83ms\tremaining: 894ms\n",
      "17:\tlearn: 617.5725385\ttotal: 88ms\tremaining: 889ms\n",
      "18:\tlearn: 606.1491677\ttotal: 92.3ms\tremaining: 879ms\n",
      "19:\tlearn: 602.7009342\ttotal: 97.3ms\tremaining: 875ms\n",
      "20:\tlearn: 590.4099601\ttotal: 101ms\tremaining: 860ms\n",
      "21:\tlearn: 586.7831249\ttotal: 104ms\tremaining: 843ms\n",
      "22:\tlearn: 582.3884370\ttotal: 108ms\tremaining: 828ms\n",
      "23:\tlearn: 579.2113608\ttotal: 111ms\tremaining: 814ms\n",
      "24:\tlearn: 572.4927555\ttotal: 114ms\tremaining: 801ms\n",
      "25:\tlearn: 571.4358138\ttotal: 118ms\tremaining: 788ms\n",
      "26:\tlearn: 561.8987901\ttotal: 124ms\tremaining: 792ms\n",
      "27:\tlearn: 560.0333512\ttotal: 127ms\tremaining: 781ms\n",
      "28:\tlearn: 559.7734073\ttotal: 130ms\tremaining: 769ms\n",
      "29:\tlearn: 554.7542966\ttotal: 134ms\tremaining: 758ms\n",
      "30:\tlearn: 551.6687679\ttotal: 137ms\tremaining: 749ms\n",
      "31:\tlearn: 549.1410232\ttotal: 141ms\tremaining: 739ms\n",
      "32:\tlearn: 546.9123871\ttotal: 144ms\tremaining: 730ms\n",
      "33:\tlearn: 545.9137638\ttotal: 148ms\tremaining: 721ms\n",
      "34:\tlearn: 540.6390559\ttotal: 152ms\tremaining: 715ms\n",
      "35:\tlearn: 537.1523518\ttotal: 155ms\tremaining: 707ms\n",
      "36:\tlearn: 533.2920247\ttotal: 159ms\tremaining: 698ms\n",
      "37:\tlearn: 532.4164856\ttotal: 162ms\tremaining: 690ms\n",
      "38:\tlearn: 525.1890000\ttotal: 166ms\tremaining: 684ms\n",
      "39:\tlearn: 524.5516810\ttotal: 169ms\tremaining: 676ms\n",
      "40:\tlearn: 523.0322193\ttotal: 172ms\tremaining: 668ms\n",
      "41:\tlearn: 520.2943915\ttotal: 176ms\tremaining: 661ms\n",
      "42:\tlearn: 519.7246113\ttotal: 182ms\tremaining: 663ms\n",
      "43:\tlearn: 517.0985343\ttotal: 186ms\tremaining: 660ms\n",
      "44:\tlearn: 514.9574530\ttotal: 191ms\tremaining: 658ms\n",
      "45:\tlearn: 514.2507457\ttotal: 196ms\tremaining: 657ms\n",
      "46:\tlearn: 511.0247554\ttotal: 201ms\tremaining: 655ms\n",
      "47:\tlearn: 507.6499631\ttotal: 207ms\tremaining: 656ms\n",
      "48:\tlearn: 504.6229663\ttotal: 212ms\tremaining: 653ms\n",
      "49:\tlearn: 502.7820848\ttotal: 216ms\tremaining: 647ms\n",
      "50:\tlearn: 500.3942369\ttotal: 219ms\tremaining: 640ms\n",
      "51:\tlearn: 499.2407716\ttotal: 222ms\tremaining: 633ms\n",
      "52:\tlearn: 495.5083596\ttotal: 226ms\tremaining: 628ms\n",
      "53:\tlearn: 492.5400679\ttotal: 230ms\tremaining: 621ms\n",
      "54:\tlearn: 491.0925169\ttotal: 233ms\tremaining: 615ms\n",
      "55:\tlearn: 489.8559200\ttotal: 237ms\tremaining: 608ms\n",
      "56:\tlearn: 483.4485125\ttotal: 240ms\tremaining: 603ms\n",
      "57:\tlearn: 482.2922563\ttotal: 244ms\tremaining: 597ms\n",
      "58:\tlearn: 479.1603986\ttotal: 247ms\tremaining: 591ms\n",
      "59:\tlearn: 474.1932194\ttotal: 251ms\tremaining: 585ms\n",
      "60:\tlearn: 473.7015070\ttotal: 254ms\tremaining: 579ms\n",
      "61:\tlearn: 472.2571174\ttotal: 258ms\tremaining: 574ms\n",
      "62:\tlearn: 471.0272254\ttotal: 262ms\tremaining: 569ms\n",
      "63:\tlearn: 470.6101733\ttotal: 265ms\tremaining: 563ms\n",
      "64:\tlearn: 467.9426060\ttotal: 268ms\tremaining: 557ms\n",
      "65:\tlearn: 467.3657345\ttotal: 272ms\tremaining: 553ms\n",
      "66:\tlearn: 466.4331666\ttotal: 276ms\tremaining: 547ms\n",
      "67:\tlearn: 465.7997760\ttotal: 279ms\tremaining: 542ms\n",
      "68:\tlearn: 465.6404059\ttotal: 282ms\tremaining: 536ms\n",
      "69:\tlearn: 464.8635423\ttotal: 286ms\tremaining: 532ms\n",
      "70:\tlearn: 464.1254187\ttotal: 290ms\tremaining: 526ms\n",
      "71:\tlearn: 463.4653743\ttotal: 293ms\tremaining: 521ms\n",
      "72:\tlearn: 460.4076075\ttotal: 297ms\tremaining: 516ms\n",
      "73:\tlearn: 457.5905797\ttotal: 300ms\tremaining: 511ms\n",
      "74:\tlearn: 454.3708138\ttotal: 304ms\tremaining: 506ms\n",
      "75:\tlearn: 453.8961474\ttotal: 307ms\tremaining: 501ms\n",
      "76:\tlearn: 453.8206495\ttotal: 311ms\tremaining: 496ms\n",
      "77:\tlearn: 453.0844851\ttotal: 314ms\tremaining: 491ms\n",
      "78:\tlearn: 452.7152072\ttotal: 318ms\tremaining: 487ms\n",
      "79:\tlearn: 449.0139059\ttotal: 321ms\tremaining: 482ms\n",
      "80:\tlearn: 448.4069659\ttotal: 325ms\tremaining: 477ms\n",
      "81:\tlearn: 445.3444001\ttotal: 328ms\tremaining: 472ms\n",
      "82:\tlearn: 444.8532203\ttotal: 332ms\tremaining: 468ms\n",
      "83:\tlearn: 444.2682803\ttotal: 335ms\tremaining: 463ms\n",
      "84:\tlearn: 443.9951337\ttotal: 339ms\tremaining: 458ms\n",
      "85:\tlearn: 443.4714253\ttotal: 342ms\tremaining: 454ms\n",
      "86:\tlearn: 441.3432174\ttotal: 346ms\tremaining: 449ms\n",
      "87:\tlearn: 440.5709000\ttotal: 351ms\tremaining: 447ms\n",
      "88:\tlearn: 440.0500685\ttotal: 356ms\tremaining: 444ms\n",
      "89:\tlearn: 439.5650767\ttotal: 361ms\tremaining: 442ms\n",
      "90:\tlearn: 439.5151646\ttotal: 369ms\tremaining: 442ms\n",
      "91:\tlearn: 438.6600956\ttotal: 374ms\tremaining: 439ms\n",
      "92:\tlearn: 432.8945757\ttotal: 380ms\tremaining: 437ms\n",
      "93:\tlearn: 431.0977946\ttotal: 383ms\tremaining: 432ms\n",
      "94:\tlearn: 430.7766920\ttotal: 386ms\tremaining: 427ms\n",
      "95:\tlearn: 430.1460261\ttotal: 390ms\tremaining: 422ms\n",
      "96:\tlearn: 429.7457463\ttotal: 394ms\tremaining: 419ms\n",
      "97:\tlearn: 429.4325736\ttotal: 398ms\tremaining: 414ms\n",
      "98:\tlearn: 428.7159098\ttotal: 401ms\tremaining: 409ms\n",
      "99:\tlearn: 428.3430801\ttotal: 404ms\tremaining: 404ms\n",
      "100:\tlearn: 428.0711085\ttotal: 408ms\tremaining: 400ms\n",
      "101:\tlearn: 426.3893669\ttotal: 412ms\tremaining: 396ms\n",
      "102:\tlearn: 426.2186280\ttotal: 415ms\tremaining: 391ms\n",
      "103:\tlearn: 426.1490165\ttotal: 419ms\tremaining: 386ms\n",
      "104:\tlearn: 423.1370078\ttotal: 422ms\tremaining: 382ms\n",
      "105:\tlearn: 422.3781832\ttotal: 426ms\tremaining: 378ms\n",
      "106:\tlearn: 420.7475582\ttotal: 429ms\tremaining: 373ms\n",
      "107:\tlearn: 420.6792200\ttotal: 433ms\tremaining: 369ms\n",
      "108:\tlearn: 420.3705252\ttotal: 437ms\tremaining: 365ms\n",
      "109:\tlearn: 419.9757732\ttotal: 440ms\tremaining: 360ms\n",
      "110:\tlearn: 419.5223507\ttotal: 444ms\tremaining: 356ms\n",
      "111:\tlearn: 418.9730454\ttotal: 447ms\tremaining: 351ms\n",
      "112:\tlearn: 418.4243584\ttotal: 451ms\tremaining: 347ms\n",
      "113:\tlearn: 417.0045888\ttotal: 454ms\tremaining: 343ms\n",
      "114:\tlearn: 415.7438644\ttotal: 458ms\tremaining: 338ms\n",
      "115:\tlearn: 415.6345217\ttotal: 468ms\tremaining: 339ms\n",
      "116:\tlearn: 415.1273022\ttotal: 472ms\tremaining: 334ms\n",
      "117:\tlearn: 414.1533924\ttotal: 475ms\tremaining: 330ms\n",
      "118:\tlearn: 413.9295200\ttotal: 478ms\tremaining: 326ms\n",
      "119:\tlearn: 413.8296876\ttotal: 482ms\tremaining: 321ms\n",
      "120:\tlearn: 413.0657543\ttotal: 485ms\tremaining: 317ms\n",
      "121:\tlearn: 409.9352132\ttotal: 489ms\tremaining: 313ms\n",
      "122:\tlearn: 409.7411658\ttotal: 492ms\tremaining: 308ms\n",
      "123:\tlearn: 409.5733598\ttotal: 496ms\tremaining: 304ms\n",
      "124:\tlearn: 409.4778877\ttotal: 499ms\tremaining: 300ms\n",
      "125:\tlearn: 407.5795218\ttotal: 503ms\tremaining: 295ms\n",
      "126:\tlearn: 406.2997361\ttotal: 507ms\tremaining: 291ms\n",
      "127:\tlearn: 406.1961917\ttotal: 510ms\tremaining: 287ms\n",
      "128:\tlearn: 405.9285337\ttotal: 514ms\tremaining: 283ms\n",
      "129:\tlearn: 405.6983974\ttotal: 518ms\tremaining: 279ms\n",
      "130:\tlearn: 405.2689613\ttotal: 523ms\tremaining: 276ms\n",
      "131:\tlearn: 405.1834944\ttotal: 528ms\tremaining: 272ms\n",
      "132:\tlearn: 404.9479988\ttotal: 533ms\tremaining: 269ms\n",
      "133:\tlearn: 404.8589060\ttotal: 538ms\tremaining: 265ms\n",
      "134:\tlearn: 404.8414029\ttotal: 543ms\tremaining: 261ms\n",
      "135:\tlearn: 404.5950608\ttotal: 547ms\tremaining: 257ms\n",
      "136:\tlearn: 403.5631076\ttotal: 554ms\tremaining: 255ms\n",
      "137:\tlearn: 402.8646449\ttotal: 558ms\tremaining: 251ms\n",
      "138:\tlearn: 402.8391679\ttotal: 562ms\tremaining: 246ms\n",
      "139:\tlearn: 399.0171610\ttotal: 565ms\tremaining: 242ms\n",
      "140:\tlearn: 398.3592811\ttotal: 568ms\tremaining: 238ms\n",
      "141:\tlearn: 396.9778413\ttotal: 572ms\tremaining: 234ms\n",
      "142:\tlearn: 395.6137753\ttotal: 576ms\tremaining: 230ms\n",
      "143:\tlearn: 392.2156818\ttotal: 579ms\tremaining: 225ms\n",
      "144:\tlearn: 391.8468411\ttotal: 583ms\tremaining: 221ms\n",
      "145:\tlearn: 388.6724394\ttotal: 586ms\tremaining: 217ms\n",
      "146:\tlearn: 388.1954517\ttotal: 590ms\tremaining: 213ms\n",
      "147:\tlearn: 388.1825620\ttotal: 593ms\tremaining: 208ms\n",
      "148:\tlearn: 384.3766082\ttotal: 597ms\tremaining: 204ms\n",
      "149:\tlearn: 384.1568156\ttotal: 600ms\tremaining: 200ms\n",
      "150:\tlearn: 383.0872165\ttotal: 604ms\tremaining: 196ms\n",
      "151:\tlearn: 383.0297817\ttotal: 608ms\tremaining: 192ms\n",
      "152:\tlearn: 382.5463619\ttotal: 611ms\tremaining: 188ms\n",
      "153:\tlearn: 382.5085164\ttotal: 615ms\tremaining: 184ms\n",
      "154:\tlearn: 382.4892594\ttotal: 618ms\tremaining: 180ms\n",
      "155:\tlearn: 382.4875201\ttotal: 622ms\tremaining: 175ms\n",
      "156:\tlearn: 381.8792362\ttotal: 625ms\tremaining: 171ms\n",
      "157:\tlearn: 381.4610159\ttotal: 629ms\tremaining: 167ms\n",
      "158:\tlearn: 380.3038923\ttotal: 632ms\tremaining: 163ms\n",
      "159:\tlearn: 380.0099833\ttotal: 636ms\tremaining: 159ms\n",
      "160:\tlearn: 378.8533879\ttotal: 639ms\tremaining: 155ms\n",
      "161:\tlearn: 378.7767289\ttotal: 643ms\tremaining: 151ms\n",
      "162:\tlearn: 378.1539061\ttotal: 646ms\tremaining: 147ms\n",
      "163:\tlearn: 378.1246030\ttotal: 650ms\tremaining: 143ms\n",
      "164:\tlearn: 377.7882315\ttotal: 654ms\tremaining: 139ms\n",
      "165:\tlearn: 376.4748884\ttotal: 658ms\tremaining: 135ms\n",
      "166:\tlearn: 375.3762964\ttotal: 661ms\tremaining: 131ms\n",
      "167:\tlearn: 375.2755642\ttotal: 665ms\tremaining: 127ms\n",
      "168:\tlearn: 374.9463382\ttotal: 668ms\tremaining: 123ms\n",
      "169:\tlearn: 374.1995743\ttotal: 672ms\tremaining: 119ms\n",
      "170:\tlearn: 373.8942753\ttotal: 675ms\tremaining: 115ms\n",
      "171:\tlearn: 373.8850477\ttotal: 679ms\tremaining: 111ms\n",
      "172:\tlearn: 373.6344446\ttotal: 683ms\tremaining: 107ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "173:\tlearn: 372.4520745\ttotal: 687ms\tremaining: 103ms\n",
      "174:\tlearn: 372.4047624\ttotal: 693ms\tremaining: 99ms\n",
      "175:\tlearn: 372.4047444\ttotal: 697ms\tremaining: 95.1ms\n",
      "176:\tlearn: 372.4042910\ttotal: 702ms\tremaining: 91.2ms\n",
      "177:\tlearn: 372.2888751\ttotal: 706ms\tremaining: 87.3ms\n",
      "178:\tlearn: 372.2590571\ttotal: 711ms\tremaining: 83.5ms\n",
      "179:\tlearn: 372.2272474\ttotal: 716ms\tremaining: 79.6ms\n",
      "180:\tlearn: 369.1316059\ttotal: 720ms\tremaining: 75.6ms\n",
      "181:\tlearn: 369.1054010\ttotal: 726ms\tremaining: 71.8ms\n",
      "182:\tlearn: 369.0832362\ttotal: 730ms\tremaining: 67.8ms\n",
      "183:\tlearn: 368.9532183\ttotal: 733ms\tremaining: 63.8ms\n",
      "184:\tlearn: 368.0883984\ttotal: 736ms\tremaining: 59.7ms\n",
      "185:\tlearn: 366.5896524\ttotal: 741ms\tremaining: 55.8ms\n",
      "186:\tlearn: 366.1169688\ttotal: 744ms\tremaining: 51.8ms\n",
      "187:\tlearn: 366.0788656\ttotal: 748ms\tremaining: 47.7ms\n",
      "188:\tlearn: 365.8964286\ttotal: 751ms\tremaining: 43.7ms\n",
      "189:\tlearn: 365.2289893\ttotal: 755ms\tremaining: 39.8ms\n",
      "190:\tlearn: 365.0469046\ttotal: 759ms\tremaining: 35.8ms\n",
      "191:\tlearn: 364.9518851\ttotal: 762ms\tremaining: 31.8ms\n",
      "192:\tlearn: 364.8411645\ttotal: 766ms\tremaining: 27.8ms\n",
      "193:\tlearn: 364.8283875\ttotal: 770ms\tremaining: 23.8ms\n",
      "194:\tlearn: 364.4145478\ttotal: 773ms\tremaining: 19.8ms\n",
      "195:\tlearn: 363.9448649\ttotal: 777ms\tremaining: 15.8ms\n",
      "196:\tlearn: 363.6821215\ttotal: 780ms\tremaining: 11.9ms\n",
      "197:\tlearn: 361.3324132\ttotal: 783ms\tremaining: 7.91ms\n",
      "198:\tlearn: 361.3071023\ttotal: 787ms\tremaining: 3.95ms\n",
      "199:\tlearn: 360.9526012\ttotal: 790ms\tremaining: 0us\n",
      "0:\tlearn: 850.2794848\ttotal: 5.32ms\tremaining: 1.06s\n",
      "1:\tlearn: 773.3647434\ttotal: 10.5ms\tremaining: 1.03s\n",
      "2:\tlearn: 758.9321752\ttotal: 15.6ms\tremaining: 1.03s\n",
      "3:\tlearn: 746.0721827\ttotal: 21.5ms\tremaining: 1.05s\n",
      "4:\tlearn: 740.5644245\ttotal: 26.5ms\tremaining: 1.03s\n",
      "5:\tlearn: 738.5036630\ttotal: 30.2ms\tremaining: 977ms\n",
      "6:\tlearn: 732.4021992\ttotal: 33.9ms\tremaining: 935ms\n",
      "7:\tlearn: 718.6267002\ttotal: 37.9ms\tremaining: 910ms\n",
      "8:\tlearn: 707.1778733\ttotal: 41.6ms\tremaining: 882ms\n",
      "9:\tlearn: 694.8040747\ttotal: 45.2ms\tremaining: 859ms\n",
      "10:\tlearn: 691.7322658\ttotal: 49ms\tremaining: 841ms\n",
      "11:\tlearn: 673.8614344\ttotal: 53.2ms\tremaining: 834ms\n",
      "12:\tlearn: 656.8839062\ttotal: 56.9ms\tremaining: 819ms\n",
      "13:\tlearn: 650.0667525\ttotal: 60.8ms\tremaining: 807ms\n",
      "14:\tlearn: 633.4417073\ttotal: 64.5ms\tremaining: 796ms\n",
      "15:\tlearn: 626.1256573\ttotal: 68.6ms\tremaining: 789ms\n",
      "16:\tlearn: 620.3751859\ttotal: 72.4ms\tremaining: 779ms\n",
      "17:\tlearn: 617.6296506\ttotal: 76.2ms\tremaining: 770ms\n",
      "18:\tlearn: 613.2993378\ttotal: 81.1ms\tremaining: 772ms\n",
      "19:\tlearn: 606.1494195\ttotal: 86ms\tremaining: 774ms\n",
      "20:\tlearn: 602.5026189\ttotal: 90.3ms\tremaining: 770ms\n",
      "21:\tlearn: 597.0654628\ttotal: 93.6ms\tremaining: 758ms\n",
      "22:\tlearn: 594.4379346\ttotal: 97.1ms\tremaining: 748ms\n",
      "23:\tlearn: 587.8794783\ttotal: 101ms\tremaining: 738ms\n",
      "24:\tlearn: 580.8749610\ttotal: 104ms\tremaining: 728ms\n",
      "25:\tlearn: 579.0668672\ttotal: 107ms\tremaining: 718ms\n",
      "26:\tlearn: 576.4665363\ttotal: 110ms\tremaining: 708ms\n",
      "27:\tlearn: 571.8371357\ttotal: 114ms\tremaining: 701ms\n",
      "28:\tlearn: 569.5259263\ttotal: 118ms\tremaining: 693ms\n",
      "29:\tlearn: 568.1010577\ttotal: 121ms\tremaining: 685ms\n",
      "30:\tlearn: 561.5660428\ttotal: 124ms\tremaining: 678ms\n",
      "31:\tlearn: 558.9577320\ttotal: 128ms\tremaining: 672ms\n",
      "32:\tlearn: 551.6538278\ttotal: 131ms\tremaining: 664ms\n",
      "33:\tlearn: 548.8561844\ttotal: 134ms\tremaining: 656ms\n",
      "34:\tlearn: 547.0398978\ttotal: 138ms\tremaining: 649ms\n",
      "35:\tlearn: 544.3978582\ttotal: 141ms\tremaining: 643ms\n",
      "36:\tlearn: 539.9473240\ttotal: 144ms\tremaining: 636ms\n",
      "37:\tlearn: 532.9522665\ttotal: 148ms\tremaining: 630ms\n",
      "38:\tlearn: 532.5516798\ttotal: 151ms\tremaining: 624ms\n",
      "39:\tlearn: 532.0001043\ttotal: 154ms\tremaining: 618ms\n",
      "40:\tlearn: 528.3795313\ttotal: 158ms\tremaining: 614ms\n",
      "41:\tlearn: 526.3342597\ttotal: 162ms\tremaining: 609ms\n",
      "42:\tlearn: 524.8357992\ttotal: 165ms\tremaining: 603ms\n",
      "43:\tlearn: 522.3221817\ttotal: 169ms\tremaining: 598ms\n",
      "44:\tlearn: 514.5041468\ttotal: 173ms\tremaining: 595ms\n",
      "45:\tlearn: 510.5450205\ttotal: 178ms\tremaining: 594ms\n",
      "46:\tlearn: 507.2326330\ttotal: 183ms\tremaining: 594ms\n",
      "47:\tlearn: 503.4279993\ttotal: 188ms\tremaining: 595ms\n",
      "48:\tlearn: 498.8359653\ttotal: 193ms\tremaining: 594ms\n",
      "49:\tlearn: 493.9767972\ttotal: 198ms\tremaining: 593ms\n",
      "50:\tlearn: 493.2875736\ttotal: 204ms\tremaining: 596ms\n",
      "51:\tlearn: 492.7527041\ttotal: 208ms\tremaining: 592ms\n",
      "52:\tlearn: 491.3737677\ttotal: 211ms\tremaining: 586ms\n",
      "53:\tlearn: 491.0366715\ttotal: 215ms\tremaining: 580ms\n",
      "54:\tlearn: 490.5230322\ttotal: 219ms\tremaining: 578ms\n",
      "55:\tlearn: 487.5871149\ttotal: 222ms\tremaining: 572ms\n",
      "56:\tlearn: 483.8904509\ttotal: 226ms\tremaining: 567ms\n",
      "57:\tlearn: 483.0068604\ttotal: 229ms\tremaining: 561ms\n",
      "58:\tlearn: 480.7963387\ttotal: 233ms\tremaining: 557ms\n",
      "59:\tlearn: 479.3209941\ttotal: 237ms\tremaining: 552ms\n",
      "60:\tlearn: 478.7440152\ttotal: 240ms\tremaining: 547ms\n",
      "61:\tlearn: 478.1530613\ttotal: 243ms\tremaining: 542ms\n",
      "62:\tlearn: 476.6337257\ttotal: 247ms\tremaining: 537ms\n",
      "63:\tlearn: 475.9444711\ttotal: 250ms\tremaining: 532ms\n",
      "64:\tlearn: 475.8322305\ttotal: 254ms\tremaining: 527ms\n",
      "65:\tlearn: 470.5793810\ttotal: 257ms\tremaining: 521ms\n",
      "66:\tlearn: 468.5852612\ttotal: 260ms\tremaining: 517ms\n",
      "67:\tlearn: 465.1906758\ttotal: 264ms\tremaining: 513ms\n",
      "68:\tlearn: 462.6417947\ttotal: 268ms\tremaining: 508ms\n",
      "69:\tlearn: 462.5704648\ttotal: 271ms\tremaining: 503ms\n",
      "70:\tlearn: 460.2851187\ttotal: 274ms\tremaining: 498ms\n",
      "71:\tlearn: 458.0989233\ttotal: 278ms\tremaining: 494ms\n",
      "72:\tlearn: 455.0387536\ttotal: 282ms\tremaining: 490ms\n",
      "73:\tlearn: 454.3711535\ttotal: 285ms\tremaining: 485ms\n",
      "74:\tlearn: 453.6243067\ttotal: 289ms\tremaining: 481ms\n",
      "75:\tlearn: 452.5291029\ttotal: 292ms\tremaining: 477ms\n",
      "76:\tlearn: 452.4022968\ttotal: 296ms\tremaining: 472ms\n",
      "77:\tlearn: 449.8305459\ttotal: 299ms\tremaining: 468ms\n",
      "78:\tlearn: 447.6740191\ttotal: 302ms\tremaining: 463ms\n",
      "79:\tlearn: 445.1367346\ttotal: 306ms\tremaining: 458ms\n",
      "80:\tlearn: 444.9796384\ttotal: 309ms\tremaining: 454ms\n",
      "81:\tlearn: 443.9145573\ttotal: 313ms\tremaining: 450ms\n",
      "82:\tlearn: 443.7915526\ttotal: 316ms\tremaining: 445ms\n",
      "83:\tlearn: 442.7445482\ttotal: 319ms\tremaining: 441ms\n",
      "84:\tlearn: 439.9050314\ttotal: 323ms\tremaining: 437ms\n",
      "85:\tlearn: 439.6932690\ttotal: 327ms\tremaining: 433ms\n",
      "86:\tlearn: 439.3938773\ttotal: 330ms\tremaining: 429ms\n",
      "87:\tlearn: 439.0405602\ttotal: 333ms\tremaining: 424ms\n",
      "88:\tlearn: 438.7825183\ttotal: 337ms\tremaining: 420ms\n",
      "89:\tlearn: 438.1588531\ttotal: 340ms\tremaining: 416ms\n",
      "90:\tlearn: 437.4640222\ttotal: 344ms\tremaining: 411ms\n",
      "91:\tlearn: 437.1128318\ttotal: 348ms\tremaining: 409ms\n",
      "92:\tlearn: 436.8688091\ttotal: 353ms\tremaining: 407ms\n",
      "93:\tlearn: 436.5652116\ttotal: 358ms\tremaining: 404ms\n",
      "94:\tlearn: 436.5073935\ttotal: 363ms\tremaining: 401ms\n",
      "95:\tlearn: 435.5229463\ttotal: 369ms\tremaining: 400ms\n",
      "96:\tlearn: 435.2205212\ttotal: 374ms\tremaining: 397ms\n",
      "97:\tlearn: 435.0235703\ttotal: 379ms\tremaining: 394ms\n",
      "98:\tlearn: 433.2538670\ttotal: 383ms\tremaining: 391ms\n",
      "99:\tlearn: 432.5174965\ttotal: 387ms\tremaining: 387ms\n",
      "100:\tlearn: 431.3765582\ttotal: 390ms\tremaining: 383ms\n",
      "101:\tlearn: 429.7328087\ttotal: 394ms\tremaining: 378ms\n",
      "102:\tlearn: 429.7291910\ttotal: 398ms\tremaining: 375ms\n",
      "103:\tlearn: 429.6977852\ttotal: 401ms\tremaining: 370ms\n",
      "104:\tlearn: 428.4124316\ttotal: 404ms\tremaining: 366ms\n",
      "105:\tlearn: 428.3745095\ttotal: 408ms\tremaining: 362ms\n",
      "106:\tlearn: 428.0855710\ttotal: 411ms\tremaining: 357ms\n",
      "107:\tlearn: 424.7587061\ttotal: 415ms\tremaining: 354ms\n",
      "108:\tlearn: 422.1324504\ttotal: 419ms\tremaining: 349ms\n",
      "109:\tlearn: 421.7445355\ttotal: 422ms\tremaining: 345ms\n",
      "110:\tlearn: 419.3374268\ttotal: 425ms\tremaining: 341ms\n",
      "111:\tlearn: 418.8229868\ttotal: 429ms\tremaining: 337ms\n",
      "112:\tlearn: 418.5719202\ttotal: 433ms\tremaining: 333ms\n",
      "113:\tlearn: 418.3090427\ttotal: 436ms\tremaining: 329ms\n",
      "114:\tlearn: 417.8430117\ttotal: 439ms\tremaining: 325ms\n",
      "115:\tlearn: 417.7467775\ttotal: 443ms\tremaining: 321ms\n",
      "116:\tlearn: 416.8072887\ttotal: 446ms\tremaining: 317ms\n",
      "117:\tlearn: 416.6175343\ttotal: 450ms\tremaining: 312ms\n",
      "118:\tlearn: 416.4373607\ttotal: 453ms\tremaining: 308ms\n",
      "119:\tlearn: 414.4371001\ttotal: 458ms\tremaining: 305ms\n",
      "120:\tlearn: 412.9266544\ttotal: 462ms\tremaining: 301ms\n",
      "121:\tlearn: 410.3997334\ttotal: 465ms\tremaining: 297ms\n",
      "122:\tlearn: 409.3177288\ttotal: 469ms\tremaining: 293ms\n",
      "123:\tlearn: 409.0270764\ttotal: 472ms\tremaining: 289ms\n",
      "124:\tlearn: 408.8232055\ttotal: 476ms\tremaining: 285ms\n",
      "125:\tlearn: 407.1729110\ttotal: 479ms\tremaining: 281ms\n",
      "126:\tlearn: 407.0069374\ttotal: 482ms\tremaining: 277ms\n",
      "127:\tlearn: 405.9224519\ttotal: 486ms\tremaining: 273ms\n",
      "128:\tlearn: 404.9561924\ttotal: 489ms\tremaining: 269ms\n",
      "129:\tlearn: 403.2051940\ttotal: 493ms\tremaining: 265ms\n",
      "130:\tlearn: 402.9126836\ttotal: 496ms\tremaining: 261ms\n",
      "131:\tlearn: 402.2911830\ttotal: 500ms\tremaining: 258ms\n",
      "132:\tlearn: 400.8519281\ttotal: 504ms\tremaining: 254ms\n",
      "133:\tlearn: 400.5865850\ttotal: 507ms\tremaining: 250ms\n",
      "134:\tlearn: 399.4842431\ttotal: 511ms\tremaining: 246ms\n",
      "135:\tlearn: 399.1938253\ttotal: 514ms\tremaining: 242ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "136:\tlearn: 398.5825281\ttotal: 520ms\tremaining: 239ms\n",
      "137:\tlearn: 396.5813157\ttotal: 525ms\tremaining: 236ms\n",
      "138:\tlearn: 396.1934648\ttotal: 535ms\tremaining: 235ms\n",
      "139:\tlearn: 394.9478014\ttotal: 540ms\tremaining: 232ms\n",
      "140:\tlearn: 394.9106893\ttotal: 545ms\tremaining: 228ms\n",
      "141:\tlearn: 394.1959650\ttotal: 549ms\tremaining: 224ms\n",
      "142:\tlearn: 393.9179136\ttotal: 553ms\tremaining: 221ms\n",
      "143:\tlearn: 393.3185112\ttotal: 558ms\tremaining: 217ms\n",
      "144:\tlearn: 393.0780478\ttotal: 562ms\tremaining: 213ms\n",
      "145:\tlearn: 393.0382737\ttotal: 566ms\tremaining: 209ms\n",
      "146:\tlearn: 392.3182983\ttotal: 569ms\tremaining: 205ms\n",
      "147:\tlearn: 391.4421378\ttotal: 573ms\tremaining: 201ms\n",
      "148:\tlearn: 390.0961280\ttotal: 576ms\tremaining: 197ms\n",
      "149:\tlearn: 387.9878581\ttotal: 580ms\tremaining: 193ms\n",
      "150:\tlearn: 387.3804456\ttotal: 584ms\tremaining: 189ms\n",
      "151:\tlearn: 387.3655034\ttotal: 587ms\tremaining: 185ms\n",
      "152:\tlearn: 386.1569133\ttotal: 590ms\tremaining: 181ms\n",
      "153:\tlearn: 384.9201520\ttotal: 594ms\tremaining: 177ms\n",
      "154:\tlearn: 384.7924699\ttotal: 597ms\tremaining: 173ms\n",
      "155:\tlearn: 383.6788397\ttotal: 601ms\tremaining: 169ms\n",
      "156:\tlearn: 381.1021208\ttotal: 604ms\tremaining: 165ms\n",
      "157:\tlearn: 378.0265749\ttotal: 607ms\tremaining: 161ms\n",
      "158:\tlearn: 377.9217203\ttotal: 611ms\tremaining: 158ms\n",
      "159:\tlearn: 376.3955676\ttotal: 614ms\tremaining: 154ms\n",
      "160:\tlearn: 376.2657885\ttotal: 618ms\tremaining: 150ms\n",
      "161:\tlearn: 376.2370128\ttotal: 621ms\tremaining: 146ms\n",
      "162:\tlearn: 372.0904330\ttotal: 625ms\tremaining: 142ms\n",
      "163:\tlearn: 371.7938732\ttotal: 628ms\tremaining: 138ms\n",
      "164:\tlearn: 371.7912974\ttotal: 631ms\tremaining: 134ms\n",
      "165:\tlearn: 371.6944672\ttotal: 635ms\tremaining: 130ms\n",
      "166:\tlearn: 370.6881861\ttotal: 638ms\tremaining: 126ms\n",
      "167:\tlearn: 368.0330032\ttotal: 642ms\tremaining: 122ms\n",
      "168:\tlearn: 367.2162651\ttotal: 645ms\tremaining: 118ms\n",
      "169:\tlearn: 365.9876466\ttotal: 649ms\tremaining: 114ms\n",
      "170:\tlearn: 365.6972807\ttotal: 652ms\tremaining: 111ms\n",
      "171:\tlearn: 364.8549625\ttotal: 656ms\tremaining: 107ms\n",
      "172:\tlearn: 364.7921178\ttotal: 659ms\tremaining: 103ms\n",
      "173:\tlearn: 362.7535224\ttotal: 662ms\tremaining: 99ms\n",
      "174:\tlearn: 361.6646710\ttotal: 666ms\tremaining: 95.1ms\n",
      "175:\tlearn: 360.7210739\ttotal: 670ms\tremaining: 91.3ms\n",
      "176:\tlearn: 360.5050347\ttotal: 673ms\tremaining: 87.5ms\n",
      "177:\tlearn: 360.1289263\ttotal: 676ms\tremaining: 83.6ms\n",
      "178:\tlearn: 360.1108175\ttotal: 680ms\tremaining: 79.7ms\n",
      "179:\tlearn: 359.9443629\ttotal: 683ms\tremaining: 75.9ms\n",
      "180:\tlearn: 358.8092990\ttotal: 688ms\tremaining: 72.2ms\n",
      "181:\tlearn: 358.5584021\ttotal: 693ms\tremaining: 68.5ms\n",
      "182:\tlearn: 358.5462220\ttotal: 698ms\tremaining: 64.8ms\n",
      "183:\tlearn: 358.4420005\ttotal: 703ms\tremaining: 61.1ms\n",
      "184:\tlearn: 357.6481714\ttotal: 707ms\tremaining: 57.4ms\n",
      "185:\tlearn: 357.4947238\ttotal: 713ms\tremaining: 53.6ms\n",
      "186:\tlearn: 357.4726224\ttotal: 717ms\tremaining: 49.8ms\n",
      "187:\tlearn: 354.4666414\ttotal: 720ms\tremaining: 46ms\n",
      "188:\tlearn: 354.3644541\ttotal: 724ms\tremaining: 42.1ms\n",
      "189:\tlearn: 354.0038923\ttotal: 727ms\tremaining: 38.3ms\n",
      "190:\tlearn: 352.6164778\ttotal: 731ms\tremaining: 34.5ms\n",
      "191:\tlearn: 352.5299649\ttotal: 735ms\tremaining: 30.6ms\n",
      "192:\tlearn: 351.0194549\ttotal: 738ms\tremaining: 26.8ms\n",
      "193:\tlearn: 350.3785337\ttotal: 742ms\tremaining: 22.9ms\n",
      "194:\tlearn: 350.3760169\ttotal: 746ms\tremaining: 19.1ms\n",
      "195:\tlearn: 348.6166764\ttotal: 749ms\tremaining: 15.3ms\n",
      "196:\tlearn: 347.0919868\ttotal: 752ms\tremaining: 11.5ms\n",
      "197:\tlearn: 346.9281638\ttotal: 756ms\tremaining: 7.63ms\n",
      "198:\tlearn: 346.6395117\ttotal: 760ms\tremaining: 3.82ms\n",
      "199:\tlearn: 346.3215754\ttotal: 763ms\tremaining: 0us\n",
      "0:\tlearn: 1337.7216660\ttotal: 3.17ms\tremaining: 631ms\n",
      "1:\tlearn: 1164.0046023\ttotal: 6.85ms\tremaining: 678ms\n",
      "2:\tlearn: 1096.4634469\ttotal: 10.3ms\tremaining: 678ms\n",
      "3:\tlearn: 1058.8791814\ttotal: 13.7ms\tremaining: 673ms\n",
      "4:\tlearn: 1036.2701343\ttotal: 17.6ms\tremaining: 685ms\n",
      "5:\tlearn: 1019.5092094\ttotal: 21ms\tremaining: 679ms\n",
      "6:\tlearn: 1004.1357519\ttotal: 24.4ms\tremaining: 672ms\n",
      "7:\tlearn: 998.8605781\ttotal: 27.8ms\tremaining: 667ms\n",
      "8:\tlearn: 992.5716298\ttotal: 31.7ms\tremaining: 672ms\n",
      "9:\tlearn: 985.3830694\ttotal: 35.1ms\tremaining: 667ms\n",
      "10:\tlearn: 970.0068215\ttotal: 38.6ms\tremaining: 662ms\n",
      "11:\tlearn: 958.2151664\ttotal: 42ms\tremaining: 657ms\n",
      "12:\tlearn: 950.6911190\ttotal: 45.4ms\tremaining: 654ms\n",
      "13:\tlearn: 940.4015053\ttotal: 49.3ms\tremaining: 655ms\n",
      "14:\tlearn: 937.6167528\ttotal: 52.8ms\tremaining: 651ms\n",
      "15:\tlearn: 924.0740636\ttotal: 56.1ms\tremaining: 645ms\n",
      "16:\tlearn: 915.3081830\ttotal: 59.4ms\tremaining: 640ms\n",
      "17:\tlearn: 900.7088861\ttotal: 63.4ms\tremaining: 641ms\n",
      "18:\tlearn: 893.4613886\ttotal: 66.9ms\tremaining: 637ms\n",
      "19:\tlearn: 879.4375341\ttotal: 70.8ms\tremaining: 637ms\n",
      "20:\tlearn: 866.4250034\ttotal: 74.2ms\tremaining: 632ms\n",
      "21:\tlearn: 861.1068640\ttotal: 77.8ms\tremaining: 629ms\n",
      "22:\tlearn: 852.4521154\ttotal: 81ms\tremaining: 623ms\n",
      "23:\tlearn: 841.0422779\ttotal: 84.5ms\tremaining: 620ms\n",
      "24:\tlearn: 835.4766151\ttotal: 87.9ms\tremaining: 616ms\n",
      "25:\tlearn: 827.2205511\ttotal: 91.3ms\tremaining: 611ms\n",
      "26:\tlearn: 820.2059382\ttotal: 95.4ms\tremaining: 611ms\n",
      "27:\tlearn: 815.1066974\ttotal: 98.7ms\tremaining: 606ms\n",
      "28:\tlearn: 809.0022591\ttotal: 102ms\tremaining: 602ms\n",
      "29:\tlearn: 799.7039212\ttotal: 105ms\tremaining: 598ms\n",
      "30:\tlearn: 795.5485265\ttotal: 109ms\tremaining: 594ms\n",
      "31:\tlearn: 789.2544556\ttotal: 112ms\tremaining: 588ms\n",
      "32:\tlearn: 779.6589308\ttotal: 115ms\tremaining: 583ms\n",
      "33:\tlearn: 774.0306120\ttotal: 118ms\tremaining: 578ms\n",
      "34:\tlearn: 768.1599858\ttotal: 121ms\tremaining: 573ms\n",
      "35:\tlearn: 762.8241932\ttotal: 125ms\tremaining: 570ms\n",
      "36:\tlearn: 757.9272145\ttotal: 128ms\tremaining: 564ms\n",
      "37:\tlearn: 751.4060043\ttotal: 131ms\tremaining: 560ms\n",
      "38:\tlearn: 746.3400068\ttotal: 134ms\tremaining: 555ms\n",
      "39:\tlearn: 741.1835223\ttotal: 137ms\tremaining: 549ms\n",
      "40:\tlearn: 736.6416845\ttotal: 142ms\tremaining: 550ms\n",
      "41:\tlearn: 732.4189206\ttotal: 146ms\tremaining: 551ms\n",
      "42:\tlearn: 723.7858317\ttotal: 151ms\tremaining: 551ms\n",
      "43:\tlearn: 716.2627876\ttotal: 155ms\tremaining: 549ms\n",
      "44:\tlearn: 713.1888025\ttotal: 158ms\tremaining: 544ms\n",
      "45:\tlearn: 706.4290783\ttotal: 161ms\tremaining: 540ms\n",
      "46:\tlearn: 699.5354538\ttotal: 165ms\tremaining: 536ms\n",
      "47:\tlearn: 695.6522252\ttotal: 168ms\tremaining: 533ms\n",
      "48:\tlearn: 691.5900034\ttotal: 173ms\tremaining: 532ms\n",
      "49:\tlearn: 684.1703435\ttotal: 177ms\tremaining: 531ms\n",
      "50:\tlearn: 680.8391903\ttotal: 181ms\tremaining: 530ms\n",
      "51:\tlearn: 679.0746167\ttotal: 188ms\tremaining: 535ms\n",
      "52:\tlearn: 676.6067704\ttotal: 192ms\tremaining: 532ms\n",
      "53:\tlearn: 672.3285403\ttotal: 196ms\tremaining: 530ms\n",
      "54:\tlearn: 664.6280603\ttotal: 201ms\tremaining: 530ms\n",
      "55:\tlearn: 656.8305804\ttotal: 206ms\tremaining: 529ms\n",
      "56:\tlearn: 652.9065542\ttotal: 209ms\tremaining: 525ms\n",
      "57:\tlearn: 649.5225233\ttotal: 213ms\tremaining: 522ms\n",
      "58:\tlearn: 647.5132630\ttotal: 216ms\tremaining: 517ms\n",
      "59:\tlearn: 643.8002105\ttotal: 220ms\tremaining: 513ms\n",
      "60:\tlearn: 641.2072293\ttotal: 223ms\tremaining: 508ms\n",
      "61:\tlearn: 638.8402785\ttotal: 226ms\tremaining: 502ms\n",
      "62:\tlearn: 634.5841863\ttotal: 230ms\tremaining: 499ms\n",
      "63:\tlearn: 629.9070853\ttotal: 233ms\tremaining: 494ms\n",
      "64:\tlearn: 625.0453302\ttotal: 236ms\tremaining: 490ms\n",
      "65:\tlearn: 621.8554527\ttotal: 239ms\tremaining: 485ms\n",
      "66:\tlearn: 619.9315163\ttotal: 242ms\tremaining: 480ms\n",
      "67:\tlearn: 617.6522852\ttotal: 245ms\tremaining: 476ms\n",
      "68:\tlearn: 615.5433922\ttotal: 248ms\tremaining: 472ms\n",
      "69:\tlearn: 610.5592965\ttotal: 252ms\tremaining: 467ms\n",
      "70:\tlearn: 606.1834060\ttotal: 255ms\tremaining: 463ms\n",
      "71:\tlearn: 600.6021806\ttotal: 259ms\tremaining: 460ms\n",
      "72:\tlearn: 597.1202473\ttotal: 262ms\tremaining: 455ms\n",
      "73:\tlearn: 594.7404939\ttotal: 265ms\tremaining: 451ms\n",
      "74:\tlearn: 591.7521340\ttotal: 268ms\tremaining: 446ms\n",
      "75:\tlearn: 588.5116967\ttotal: 271ms\tremaining: 442ms\n",
      "76:\tlearn: 584.0191397\ttotal: 275ms\tremaining: 439ms\n",
      "77:\tlearn: 581.1570942\ttotal: 278ms\tremaining: 434ms\n",
      "78:\tlearn: 576.4775037\ttotal: 281ms\tremaining: 430ms\n",
      "79:\tlearn: 572.5661964\ttotal: 284ms\tremaining: 426ms\n",
      "80:\tlearn: 569.6140233\ttotal: 287ms\tremaining: 422ms\n",
      "81:\tlearn: 566.9159263\ttotal: 291ms\tremaining: 418ms\n",
      "82:\tlearn: 563.3021047\ttotal: 294ms\tremaining: 414ms\n",
      "83:\tlearn: 559.9668981\ttotal: 297ms\tremaining: 410ms\n",
      "84:\tlearn: 558.1666782\ttotal: 300ms\tremaining: 406ms\n",
      "85:\tlearn: 556.1458299\ttotal: 304ms\tremaining: 402ms\n",
      "86:\tlearn: 554.3308458\ttotal: 307ms\tremaining: 398ms\n",
      "87:\tlearn: 550.4216613\ttotal: 310ms\tremaining: 394ms\n",
      "88:\tlearn: 544.1880443\ttotal: 313ms\tremaining: 390ms\n",
      "89:\tlearn: 540.9555687\ttotal: 316ms\tremaining: 386ms\n",
      "90:\tlearn: 537.5233067\ttotal: 319ms\tremaining: 383ms\n",
      "91:\tlearn: 534.3909807\ttotal: 322ms\tremaining: 379ms\n",
      "92:\tlearn: 532.3698200\ttotal: 326ms\tremaining: 375ms\n",
      "93:\tlearn: 529.2277042\ttotal: 329ms\tremaining: 371ms\n",
      "94:\tlearn: 527.5955165\ttotal: 332ms\tremaining: 367ms\n",
      "95:\tlearn: 522.5389878\ttotal: 335ms\tremaining: 363ms\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "96:\tlearn: 518.2114193\ttotal: 340ms\tremaining: 361ms\n",
      "97:\tlearn: 515.7636822\ttotal: 344ms\tremaining: 358ms\n",
      "98:\tlearn: 513.6816071\ttotal: 364ms\tremaining: 371ms\n",
      "99:\tlearn: 509.8751827\ttotal: 370ms\tremaining: 370ms\n",
      "100:\tlearn: 508.1393795\ttotal: 373ms\tremaining: 366ms\n",
      "101:\tlearn: 505.8985121\ttotal: 376ms\tremaining: 361ms\n",
      "102:\tlearn: 504.6661477\ttotal: 380ms\tremaining: 358ms\n",
      "103:\tlearn: 503.2186234\ttotal: 386ms\tremaining: 356ms\n",
      "104:\tlearn: 499.4350703\ttotal: 389ms\tremaining: 352ms\n",
      "105:\tlearn: 498.1420986\ttotal: 392ms\tremaining: 347ms\n",
      "106:\tlearn: 496.0513977\ttotal: 396ms\tremaining: 344ms\n",
      "107:\tlearn: 492.3753400\ttotal: 399ms\tremaining: 340ms\n",
      "108:\tlearn: 489.2118650\ttotal: 402ms\tremaining: 336ms\n",
      "109:\tlearn: 486.2909889\ttotal: 406ms\tremaining: 332ms\n",
      "110:\tlearn: 483.1894279\ttotal: 409ms\tremaining: 328ms\n",
      "111:\tlearn: 480.9312814\ttotal: 413ms\tremaining: 324ms\n",
      "112:\tlearn: 476.7638731\ttotal: 416ms\tremaining: 320ms\n",
      "113:\tlearn: 475.3645495\ttotal: 419ms\tremaining: 316ms\n",
      "114:\tlearn: 472.1548365\ttotal: 422ms\tremaining: 312ms\n",
      "115:\tlearn: 469.8681414\ttotal: 425ms\tremaining: 308ms\n",
      "116:\tlearn: 468.2929197\ttotal: 428ms\tremaining: 304ms\n",
      "117:\tlearn: 465.5274692\ttotal: 431ms\tremaining: 300ms\n",
      "118:\tlearn: 465.0894323\ttotal: 434ms\tremaining: 296ms\n",
      "119:\tlearn: 461.3287015\ttotal: 438ms\tremaining: 292ms\n",
      "120:\tlearn: 458.5262949\ttotal: 441ms\tremaining: 288ms\n",
      "121:\tlearn: 456.9881812\ttotal: 444ms\tremaining: 284ms\n",
      "122:\tlearn: 456.4802850\ttotal: 446ms\tremaining: 279ms\n",
      "123:\tlearn: 453.3375549\ttotal: 449ms\tremaining: 275ms\n",
      "124:\tlearn: 449.9481737\ttotal: 453ms\tremaining: 272ms\n",
      "125:\tlearn: 448.5325955\ttotal: 456ms\tremaining: 268ms\n",
      "126:\tlearn: 444.6051684\ttotal: 459ms\tremaining: 264ms\n",
      "127:\tlearn: 442.5051329\ttotal: 462ms\tremaining: 260ms\n",
      "128:\tlearn: 440.7576086\ttotal: 465ms\tremaining: 256ms\n",
      "129:\tlearn: 436.6663824\ttotal: 469ms\tremaining: 252ms\n",
      "130:\tlearn: 434.9434699\ttotal: 472ms\tremaining: 249ms\n",
      "131:\tlearn: 433.3132440\ttotal: 475ms\tremaining: 245ms\n",
      "132:\tlearn: 431.3784724\ttotal: 478ms\tremaining: 241ms\n",
      "133:\tlearn: 429.5304791\ttotal: 482ms\tremaining: 237ms\n",
      "134:\tlearn: 427.8253796\ttotal: 485ms\tremaining: 234ms\n",
      "135:\tlearn: 425.0309543\ttotal: 488ms\tremaining: 230ms\n",
      "136:\tlearn: 423.0786138\ttotal: 491ms\tremaining: 226ms\n",
      "137:\tlearn: 419.7297240\ttotal: 494ms\tremaining: 222ms\n",
      "138:\tlearn: 417.8969751\ttotal: 498ms\tremaining: 219ms\n",
      "139:\tlearn: 416.8086636\ttotal: 501ms\tremaining: 215ms\n",
      "140:\tlearn: 415.2896552\ttotal: 505ms\tremaining: 211ms\n",
      "141:\tlearn: 411.5515764\ttotal: 510ms\tremaining: 208ms\n",
      "142:\tlearn: 409.3399322\ttotal: 514ms\tremaining: 205ms\n",
      "143:\tlearn: 407.2011744\ttotal: 519ms\tremaining: 202ms\n",
      "144:\tlearn: 405.5649615\ttotal: 524ms\tremaining: 199ms\n",
      "145:\tlearn: 403.7458666\ttotal: 529ms\tremaining: 196ms\n",
      "146:\tlearn: 402.7048067\ttotal: 534ms\tremaining: 192ms\n",
      "147:\tlearn: 400.7201407\ttotal: 537ms\tremaining: 189ms\n",
      "148:\tlearn: 399.0716976\ttotal: 540ms\tremaining: 185ms\n",
      "149:\tlearn: 398.0612817\ttotal: 544ms\tremaining: 181ms\n",
      "150:\tlearn: 396.9774535\ttotal: 547ms\tremaining: 177ms\n",
      "151:\tlearn: 395.4204169\ttotal: 550ms\tremaining: 174ms\n",
      "152:\tlearn: 393.8693630\ttotal: 553ms\tremaining: 170ms\n",
      "153:\tlearn: 391.7841560\ttotal: 557ms\tremaining: 166ms\n",
      "154:\tlearn: 390.3723933\ttotal: 560ms\tremaining: 163ms\n",
      "155:\tlearn: 388.4114626\ttotal: 563ms\tremaining: 159ms\n",
      "156:\tlearn: 386.9243940\ttotal: 566ms\tremaining: 155ms\n",
      "157:\tlearn: 384.8493732\ttotal: 569ms\tremaining: 151ms\n",
      "158:\tlearn: 383.2377039\ttotal: 573ms\tremaining: 148ms\n",
      "159:\tlearn: 381.8388980\ttotal: 576ms\tremaining: 144ms\n",
      "160:\tlearn: 380.5154059\ttotal: 579ms\tremaining: 140ms\n",
      "161:\tlearn: 379.3134082\ttotal: 582ms\tremaining: 137ms\n",
      "162:\tlearn: 377.8480365\ttotal: 585ms\tremaining: 133ms\n",
      "163:\tlearn: 377.4801440\ttotal: 589ms\tremaining: 129ms\n",
      "164:\tlearn: 376.3432463\ttotal: 592ms\tremaining: 126ms\n",
      "165:\tlearn: 375.1905695\ttotal: 595ms\tremaining: 122ms\n",
      "166:\tlearn: 373.3663596\ttotal: 598ms\tremaining: 118ms\n",
      "167:\tlearn: 372.3260067\ttotal: 602ms\tremaining: 115ms\n",
      "168:\tlearn: 370.7993791\ttotal: 605ms\tremaining: 111ms\n",
      "169:\tlearn: 369.8948682\ttotal: 608ms\tremaining: 107ms\n",
      "170:\tlearn: 368.2511116\ttotal: 611ms\tremaining: 104ms\n",
      "171:\tlearn: 367.2002315\ttotal: 614ms\tremaining: 99.9ms\n",
      "172:\tlearn: 366.4588212\ttotal: 618ms\tremaining: 96.4ms\n",
      "173:\tlearn: 365.5586935\ttotal: 621ms\tremaining: 92.8ms\n",
      "174:\tlearn: 363.4935538\ttotal: 624ms\tremaining: 89.1ms\n",
      "175:\tlearn: 362.1978688\ttotal: 627ms\tremaining: 85.5ms\n",
      "176:\tlearn: 361.3895290\ttotal: 630ms\tremaining: 81.9ms\n",
      "177:\tlearn: 360.1001847\ttotal: 633ms\tremaining: 78.3ms\n",
      "178:\tlearn: 358.5592123\ttotal: 636ms\tremaining: 74.7ms\n",
      "179:\tlearn: 357.8698858\ttotal: 640ms\tremaining: 71.1ms\n",
      "180:\tlearn: 356.5524010\ttotal: 643ms\tremaining: 67.5ms\n",
      "181:\tlearn: 355.6238373\ttotal: 646ms\tremaining: 63.9ms\n",
      "182:\tlearn: 354.0787377\ttotal: 649ms\tremaining: 60.3ms\n",
      "183:\tlearn: 352.8960654\ttotal: 652ms\tremaining: 56.7ms\n",
      "184:\tlearn: 351.5447799\ttotal: 655ms\tremaining: 53.1ms\n",
      "185:\tlearn: 349.7914909\ttotal: 659ms\tremaining: 49.6ms\n",
      "186:\tlearn: 347.6957614\ttotal: 662ms\tremaining: 46ms\n",
      "187:\tlearn: 346.2805769\ttotal: 665ms\tremaining: 42.5ms\n",
      "188:\tlearn: 344.3764481\ttotal: 668ms\tremaining: 38.9ms\n",
      "189:\tlearn: 343.2205036\ttotal: 673ms\tremaining: 35.4ms\n",
      "190:\tlearn: 341.5954597\ttotal: 678ms\tremaining: 31.9ms\n",
      "191:\tlearn: 340.9109068\ttotal: 682ms\tremaining: 28.4ms\n",
      "192:\tlearn: 339.8333184\ttotal: 686ms\tremaining: 24.9ms\n",
      "193:\tlearn: 337.5800400\ttotal: 691ms\tremaining: 21.4ms\n",
      "194:\tlearn: 336.1548996\ttotal: 695ms\tremaining: 17.8ms\n",
      "195:\tlearn: 334.7443287\ttotal: 700ms\tremaining: 14.3ms\n",
      "196:\tlearn: 333.9309442\ttotal: 704ms\tremaining: 10.7ms\n",
      "197:\tlearn: 331.9473436\ttotal: 708ms\tremaining: 7.15ms\n",
      "198:\tlearn: 331.2786517\ttotal: 711ms\tremaining: 3.57ms\n",
      "199:\tlearn: 330.1840807\ttotal: 714ms\tremaining: 0us\n"
     ]
    }
   ],
   "source": [
    "scores = []\n",
    "\n",
    "for model_name, mp in model_params.items():\n",
    "    reg =  GridSearchCV(mp['model'], mp['params'], cv=5, return_train_score=False)\n",
    "    reg.fit(x_train, y_train)\n",
    "    scores.append({\n",
    "        'model name' :model_name,\n",
    "        'model': reg.best_estimator_,\n",
    "        'best_score': reg.best_score_,\n",
    "        'best_params': reg.best_params_,\n",
    "        'R2_score' : sklearn.metrics.r2_score( y_test,reg.best_estimator_.predict(x_test))\n",
    "    })\n",
    "    \n",
    "df1 = pd.DataFrame(scores,columns=['model name','model','best_score','best_params','R2_score'])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:35:27.342874Z",
     "start_time": "2021-02-16T07:35:27.131992Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>model name</th>\n",
       "      <th>model</th>\n",
       "      <th>best_score</th>\n",
       "      <th>best_params</th>\n",
       "      <th>R2_score</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Linear_reg</td>\n",
       "      <td>LinearRegression(copy_X=True, fit_intercept=Tr...</td>\n",
       "      <td>0.578577</td>\n",
       "      <td>{'copy_X': True, 'fit_intercept': True, 'norma...</td>\n",
       "      <td>0.574507</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>random_forest</td>\n",
       "      <td>(DecisionTreeRegressor(ccp_alpha=0.0, criterio...</td>\n",
       "      <td>0.835779</td>\n",
       "      <td>{'criterion': 'mse', 'max_depth': None, 'max_f...</td>\n",
       "      <td>0.852770</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>ExtraTree_reg</td>\n",
       "      <td>(ExtraTreeRegressor(ccp_alpha=0.0, criterion='...</td>\n",
       "      <td>0.847186</td>\n",
       "      <td>{'criterion': 'mse', 'max_depth': None, 'max_f...</td>\n",
       "      <td>0.873905</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>CatBoost_reg</td>\n",
       "      <td>&lt;catboost.core.CatBoostRegressor object at 0x0...</td>\n",
       "      <td>0.813387</td>\n",
       "      <td>{'learning_rate': 0.5, 'loss_function': 'RMSE'...</td>\n",
       "      <td>0.817854</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      model name                                              model  \\\n",
       "0     Linear_reg  LinearRegression(copy_X=True, fit_intercept=Tr...   \n",
       "1  random_forest  (DecisionTreeRegressor(ccp_alpha=0.0, criterio...   \n",
       "2  ExtraTree_reg  (ExtraTreeRegressor(ccp_alpha=0.0, criterion='...   \n",
       "3   CatBoost_reg  <catboost.core.CatBoostRegressor object at 0x0...   \n",
       "\n",
       "   best_score                                        best_params  R2_score  \n",
       "0    0.578577  {'copy_X': True, 'fit_intercept': True, 'norma...  0.574507  \n",
       "1    0.835779  {'criterion': 'mse', 'max_depth': None, 'max_f...  0.852770  \n",
       "2    0.847186  {'criterion': 'mse', 'max_depth': None, 'max_f...  0.873905  \n",
       "3    0.813387  {'learning_rate': 0.5, 'loss_function': 'RMSE'...  0.817854  "
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Clustering - Intrinsic Clusters in DATA? (Cluster--->Model)\n",
    "- Refer Scikit learn library for clustering <a href=\"https://scikit-learn.org/stable/modules/clustering.html#clustering\" >here.</a>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Determining The Optimal Number Of Clusters: \n",
    "\n",
    "- Determining the optimal number of clusters in a data set is a fundamental issue in partitioning clustering, such as k-means clustering, which requires the user to specify the number of clusters k to be generated.Unfortunately, there is no definitive answer to this question. The optimal number of clusters is somehow subjective and depends on the method used for measuring similarities and the parameters used for partitioning.\n",
    "\n",
    ">. These methods include direct methods and statistical testing methods:\n",
    "-  Direct methods: consists of optimizing a criterion, such as the within cluster sums of squares or the average silhouette. The corresponding methods are named elbow and silhouette methods, respectively.\n",
    "-   Statistical testing methods: consists of comparing evidence against null hypothesis. An example is the gap statistic"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Elbow method"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": "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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": "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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And from this graph, we determine the number of clusters we’d like to keep. To that effect, we use the Elbow-method. The approach consists of looking for a kink or elbow in the WCSS graph. Usually, the part of the graph before the elbow would be steeply declining, while the part after it – much smoother. In this instance, the kink comes at the 7 clusters mark. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:35:30.741285Z",
     "start_time": "2021-02-16T07:35:27.346869Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'WCSS')"
      ]
     },
     "execution_count": 83,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "wcss = []\n",
    "cluster_range = range(1, 11)\n",
    "for i in cluster_range:\n",
    "    kmeans = KMeans(n_clusters=i, init='k-means++')\n",
    "    kmeans.fit(df)\n",
    "    wcss.append(kmeans.inertia_)\n",
    "            # generate the plot\n",
    "plt.plot(cluster_range, wcss)  # creating the graph between WCSS and the number of clusters\n",
    "plt.title('The Elbow Method')\n",
    "plt.xlabel('Number of clusters')\n",
    "plt.ylabel('WCSS')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Average silhouette method"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Silhouette analysis can be used to study the separation distance between the resulting clusters. The silhouette plot displays a measure of how close each point in one cluster is to points in the neighboring clusters and thus provides a way to assess parameters like number of clusters visually. This measure has a range of [-1, 1].\n",
    "Where 1 means that points are very close to their own cluster and far from other clusters, whereas -1 indicates that points are close to the neighboring clusters."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The silhouette score of 1 means that the clusters are very dense and nicely separated. The score of 0 means that clusters are overlapping. The score of less than 0 means that data belonging to clusters may be wrong/incorrect.\n",
    "The silhouette plots can be used to select the most optimal value of the K (no. of cluster) in K-means clustering.\n",
    "The aspects to look out for in Silhouette plots are cluster scores below the average silhouette score, wide fluctuations in the size of the clusters, and also the thickness of the silhouette plot."
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": "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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a href=\"https://scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html\" >refer SKLearn for code </a>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:07.847047Z",
     "start_time": "2021-02-16T07:35:30.744283Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "For n_clusters = 2 The average silhouette_score is : 0.6168169774752235\n",
      "For n_clusters = 3 The average silhouette_score is : 0.5921198687195769\n",
      "For n_clusters = 4 The average silhouette_score is : 0.5553436623224265\n",
      "For n_clusters = 5 The average silhouette_score is : 0.5483397242438969\n",
      "For n_clusters = 6 The average silhouette_score is : 0.5477836113039588\n",
      "For n_clusters = 7 The average silhouette_score is : 0.531358975820681\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "range_n_clusters = [2, 3, 4, 5, 6,7]\n",
    "avg_silhouette(df,range_n_clusters)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Gap statistic method\n",
    "- Gap Statistic is a method from researchers  Tibshirani, Walther, Hastie to determine the inherent number of clusters in a dataset with k-means clustering.\n",
    "- API : <a href=\"https://libraries.io/pypi/gap-stat\">here</a>\n",
    "- Paper :<a href=\"https://statweb.stanford.edu/~gwalther/gap\">here </a>"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": "iVBORw0KGgoAAAANSUhEUgAAAvkAAAFwCAYAAAAi62T1AAAgAElEQVR4Aey9/0sby/fH//nTl7CYSFKi1nq1n2DNm3qxfrREREREpLlcW0KVKiJXEfESLqGEaknBCv3h+eHMl92Z2dndRI3VvM4PJdbszpw553HOnPnq/9O7Bfgf64AZYAaYAWaAGWAGmAFmgBkYHQb+Hzbm6BiTbcm2ZAaYAWaAGWAGmAFmgBkgBjjJ55UMXslhBpgBZoAZYAaYAWaAGRgxBjjJHzGD8uidR+/MADPADDADzAAzwAwwA5zkc5LPI3dmgBlgBpgBZoAZYAaYgRFjgJP8ETMoj9x55M4MMAPMADPADDADzAAzwEk+J/k8cmcGmAFmgBlgBpgBZoAZGDEGOMkfMYPyyJ1H7swAM8AMMAPMADPADDADnORzks8jd2aAGWAGmAFmgBlgBpiBEWOAk/wRMyiP3HnkzgwwA8wAM8AMMAPMADPAST4n+TxyZwaYAWaAGWAGmAFmgBkYMQY4yR8xg/LInUfuzAAzwAwwA8wAM8AMMAOc5HOSzyN3ZoAZYAaYAWaAGWAGmIERY4CT/BEzKI/ceeTODDADzAAzwAwwA8wAM8BJPif5PHJnBpgBZoAZYAaYAWaAGRgxBjjJHzGD8sidR+7MADPADDADzAAzwAwwA5zkc5LPI3dmgBlgBpgBZoAZYAaYgRFjgJP8ETMoj9x55M4MMAPMADPADDADzAAzwEk+J/k8cmcGmAFmgBlgBpgBZoAZGDEGfmuSf74+gWDh4NlB9fhyH2A+mEDj8hmPSj/VEVQ3cN63A41Am/tt67czbH+4QLff5+/93KjotoNGNcD8p6fhF52DVVTDAEEQoPz+rP+4NrBvPI32xrOEP9BankBYCBAUKlg5+Y3yPXtd9qG79haqQR3Nmz6evXeseMw6RiUuDVtnrKc49gxb10DPiSmXH3ew13mEeh/Id/tK8i8/1FEs3C3JbB/tYP5lKDo+6vyCsQpm3h+hcws8aLL8fQ9zAyWRfRrJU+6Dyt2XIUfAqR1HyXfSwdrc/VBDdb3Tf2LVl977ZOS+ZX1eRFBaxeF9y0l5//h9yUmEB9Ntvq0eSU+J9j2lJP8Ei2MlLB39kgwOkoAN7BsZ+vbEq6Hb78s7hOOr2O8BvUHanbBnRrv6ffYhdZlS5336wwexBbVxcguXKfI9SB2/pexRiUsGxw/gj6Mbvw09/Rbe+qzfiildrE8GmNm9fja5Rk6S/wOHjWmEL2YxNT54kn9KM/WFCdT/bqNDHcDtL3TOT9A87goFPWSyfPV5EeEQknxfuQ8pd38BeQSCn+Uo/TjXIG3+hdbb8Pkm+cMMcDddrL90Z7sH0W0/tvpdzzyhJP9yQ8yu7t3FlgP7Rrq+ffGqvxiTXmbe+48fDzNkfUBdJtt9v/4wWV5GOzI4Ol2rIFw6eTZJRv/tHpW4FNv13v440vE71lP/jPyGd4YaU4bfnuwk/3ILM7M7OO5RZzpgkv/fDqaCClb+SW+E3Tn4HNzpxL8dYclYFQjLs9g8By7/qqM8RkvFIYrjJRTHV9GiIHnTRfOtWkamJfTaBg6/aXlUmy7a2KxVxEqDOxOcVq6Q+00zXqIOAoQvV9GKygZ6387QUOWSXNW3LVxmzHJdflzEFLWBVjvCCdQ/yoGQhF/qZml3A3Nl9Uy5hsbxjzjQX+xgrhyvmAh5uqqtg+rhzf+LYHwNx1ZHc4GV8ThZ7BwbsiTkBdqf460L4eQimrvvsgdhX4+wNKnkF+U1sThmMNe7wPbCtNwSQDqK2t/F7puK/H1Iti+huHwk9HJ12rRWkWz7aw6cz5sDzBdKCW5pNkVvLaO2zWhdJ2xLtqpjj1hV7Zn7v2kEr3bQNvVJMzy0teHUXQ4kLitoHBmsF0JMLcvVL8GDtudYCcWImRKKszvO7N4JVqolqRt6dryEmW3iSvK08jcxo5mrYG67HfN0C+TZOA7MfcjsC5RWYkxllLC0a8pEftDG8VYNZbUNhliKl0rpnQDzmy3ULXZM38nxRZJr4QDxVps6vIm60HnMn2C6Ldlp/70YySf8l+xv2lr/rGKC2NZCMePFmly9sXSj2uRsQdpbCOJB7KBx8Bag+KK3EsW+Q/JTfRNoJOIgbcGJ2xuEFcw4fPRur9H8P+V75JP0T2y/TPqA3lIlmVJ+Xqhgbv1MrOpKlu7CgOO/li6Bzqc6iqU6ml+d57RNBvm8T384SD2Zz/7E7usAcx9+Cl/tfFpEcbyGXcVi7JMP0N5MOa7RWpmNuXf6AOojy2snFkOJPjIv5rv1Oz4YjNWxq/s4x7fsWH83rqgNVdEGvRXN7cdlHLW30cb+m5Y/kI3S/dG02/3id391qPoc/UWxKeoHsnzWEz8y4mqmXKl5jIwpzVOjf4hygFhn+fElp2+9zctdYvsKX6N2vmnheNvoo8o1bF7EMulcMKQ+WPVjAf2s8pRh+2x2kh85GTXMSLii3xsNcX53uTmB4KWbdNjPD5bk/8RuLUC1cYErURetCrTjxNkJ7qS4/aUSigsttCm5vrnG/vKESLbkMie1KUT5xQTm/75WZdryRUZ0VgiE3IUS5nc78r2bazTfhMbsShebrwJU15SsvQ62X4cops2+fHmHYqmG7X/lUv9Vp4X5Uoj5jzqJJ8ADBJMbOP4uZWwfraJamMbmf/T/C6yUQ9EOIfPNT1yed6LOc2A93ByJrQfWAO2fNRTH3qFFuqQBHG3fOlXy/tvE3FgJi1+U/ih5M77vfW1hfjzI2JMvHSfSF+lzoSRWgeIAeo3DL2101UCpvVuzyrOSIM1i5wz7F7IzJPtvvzYSJf2M57P1Z4ji+wsj4aUBTojFA9m+7sUJDjtqW0bvDEvlePAjE+gKytVpNP5RdYuEXttKlfFXLfYPi12pi2C8HvEg9DcWRvptb08jeN2UXFNQIl24g4ioXbI8nWTJgKJ4ermGfZX8XJ2uoRpMY1MnQ3k2jsqn9uTL7O5rFHIkkvwAgZGQtf+uiwFK8XUT52IriOIiOsej6qV3lD2uXBZvc3yRdF+uoPoy9i2pI8WyaqfwoZqS4/YXSLbiWB1NPbC32mK/K8uTcoh4JNryE5f/qSVfj/1tewEx34PHwZ6IL3Gia8cO0mEyDnaJz+oajsUKLHD1rY3TlETSjuPUduLL8QHSo2Jq5Ui1+/sFGpMUJ/Xg0rCn4jCfAUfXhi47B+9QpjhkdrgGt6RTOShzPiO+nLKjd0nOwfpDH1N3+x1tC6vINl2oOJvSvruVn9Zm9/c/cXp0hrbm43gV5UIdeyo+5/eR0tbZMd+uk3ww7gN/ofPvterjlI+/P1F9/U8cr02I/uFUyHM3rkQbglKcH/Qkr3E/Tpy7HMi6Iv81eIzskemPdpt1bI3KEwz2Eb8HqiMjNvXls8n4IeK9L65mypWVx6g2mznQR9pGbvSrfckaIKtv7eXmLh77FgJMafZuf+G4IfNMPam3vxSivHwW5a2Hy4+7Eje0JF8E0JxgaXcOeQ4jZzDiJN9xBteZxIxsDbsqKRYOJg4s6d9JYxWXcw7IueXqswRO4m8lMQSKOxNO+67d3wmHVZ22s5+c9pjHiZsE3HZ0qY+pbeowZRJKg5UokOgO6Y56cBNdmskO/5Qz5GQ3OwkGWm+D6HfmrLeWRySmrs60jDSAMDoI8c5XWglyA6hhcyepipMg4xldvvq0eUt/rndAe4yNlQxzgOOUSbLadUtbzezqAZqsh54pN/TAQdluS804W4xJLt1VJbMO82ehK0cXWufy0wlKQn4fT/ZzeTb21ZEls+UfWoeW3J5237QwHzirKn3oSrCqB9R5vkjlBbPY1sm6ls38FIM0l0XT/wDROaTN4FNZp2tWEmTpz9Mm29dNxgaMg4pPPfMr65X7SuXvpN7dOCjij5HkW/KautHx0Ir1fh84blSi1bCoPOVb+6LMuzDg+LHS5alIgOksiu2HUb1OGwb7Pcnp8uDIca/yM8qiPowmWy62MBWmD2AGa09GfX23g2we60TEWjfem5wPGvO9Pqjk9vqWmpgRE09348rbBotXu81S57KuyH/NNitdUvxO90fXFk55ooz8+D1QHV79STn69Vk3foh474mr2XJl5DFi4sCcTCP57Bjcr6xZ/VR+7uLYg+zr5i6efi3igeznYWKY/vqMknyg197DPG0vKM9iaTeeRRAKchUnFO3M0IglZR2IHGOlBTO3XG+n5hiO3tHL19anbxk/RQ4LFF8wAQSQb2Xi3Tlew1QYIJyso9GKZ7xl8nEHPYjDdDrRNQOmTDi87VMdfSIJzQPbo2O9pSSaye910FyeRbkUIiyVUCzR8mGsT1+dV/+2sPRHBcUxtY2LlsqsZMQNqPr/8hClXsmwkkaaOReHyUsIVbm0/SIOHH5biYFDWelTDGD0YNNhR82KW0HBGUhcbtFM/l60UtOhAeFs094OFPHs48sno/0c6TPLxnZQst/V31k28dnYYtxXhkdOqxzfO4BIUPXBxDxftMrT9nc+LTnj76xBY8ozWheZgd2Swd8mS5eDxEG9ymLFIWlbyay/PtrquLtQEbflzCw345WriKsUPYjvPXZzGI70oraOST/3yeIpy9JXLIcok74bn0C1FKC4PKx96ySn7kec+j36idv6AM9+rCN4VcNcKcDUprMtbdh1m+XTyvhWHVPjIcQ2hHGKx7FOLN/Q75l2M3/W31ssOLrK8i9vWebA+G5cedtAg41gAutiVcvDphu/E7JJWXyxNe5DzLb3KbtV74B1JGSM67fijtdOPvncPk2Xly9Xah6TwoaZA91VVvM98+fIby39OO21vlPtdFilCdOysTPg+H0FiUFRpFutq4f7HFqSL7brpG4hkA2wncjnMG00Xrijt19onzSx9KqEoDSLbX2tpKtsR9GRwSJlOsaKfu8o1y233yTfncVIK99yTqNuS36fbmSSbx3AuvmJ09YG5qsBgher2KdVDKsco/xInjQ9UGKvZlFp9sKY2fY6QlSeGVyN+jx6jGzi/c5ss1qOXT6JlofddiVkUkt3S1/irVg2b4ZshuxaJgoecrXC0AM9R8uNYzVs621AieTFlNusQy5F0pYmsapR24uvzLTa77eH1b6bNtbpbAqdQaABj3sexGqPrzyfjPZzVn1WeWab9M/2u1qHVhlWG9V7FxsoRwM1XxkeOa1yfO+oJF/HHut5La/xmfc9tT3FhyyeUp7Rurhvkt98Yw4kSf4+42BafIls6tehlvuqc4bt5WkUCyXM7Ppvr7L0IMr12C3hJ9oG5rM+Wczv1TtZNqPvaIvOUQv1UvaZMOLTl2zlTwSQnHFCq3X1GJ8iqSnNovHe2O4X2VLrdPiftHUmfN3EabRSbtspyYST+HltaJdh6TPLv7xlmf3Q3bjytiE3yXdyloRsPlmy7OV73qcn8znz56yy1XcJGeN3rBgecWbWn1KXt8yUZ6NyVb2+POYZJ/m9b0eo03Zl2odfKqFc24HcRhbr2WLd1cc9/z+0JF8sT9PIPmO/oO1EJjiq8cKh3CQ/VgyNkKLRrwuVWN5zlvotZfUJnFtuP0k+LX8FxkytVW8svzasz5Gs2UgBeID5j+a79lKVLkt+drGpb1S5hx5o+YsSXepY4q0mgFgWe20kqU77REfkzJjL5f+Ue/J9S7cqmMoZPg8btNIQJYhmQFc68tiN9sbld+DqfbIhDWxINj0D77X9tTx/EW238siq9EMz8OHSnnjemqm3ZPVzaTHS3sHUizUcq/2vtu1NRuhnX3k+Ge3n8mxs12m/q7+zZLbaKGUUTEQ29JXhkdMqR75TjvZ0y3KJv2jwm+eLVnmu7tT/xZY3N6lT22b0bGpWEkL29zGu/caSwacHGmi6SX4sa2YcpCXtWryVTtsm/vTVF5cdPUdb2FImLuw4Tu967Ob1Ha2XRXlRQr+sWvpyZDW+635eRLG0iFaUiDrPav0P/Ek6c3l4qLKzypGxRvQD4txUfE5I2IkYXNgQh9Fp8EJ9o7CNWMWxVz3l4KaOxnpd/P0V8lUdk5L2dGXyMONsr/SWYdjG6w9WzHfqzPqO2u1umRBbWAPUP1M5Hnl9jJryaV5fbODU5IP8YOwd5PYyD+dCzliXycF9nj867e5Xduu5AevIiE1eO4rns3zWGdBF+htQLjpPpfMYbw4kv5dbllOuZO9DVrOfys9dHJYcZiI/jPo1oHewKFbeH+/v4NgM3SvJv9ytofjHTsofOPqJ1ls5277SMq7Q/NrBaVseSLQBksozD+KIg7IFw2EiWIBer4P1P4z7SinpMw/CqYO3weQa9vUhye8/cHraVjOojrHMss2fPeXaciuFWsZWB1lq8UzH1bcODs89e+apLj07bB28pX17ej8pBZMAgXE4sC0OndSw69tL/PUIi+USlo6lbPLA0h30IBLdaUyNq1tgtF7ELHkJc7t6WxAdgjrDqf4DEfSedfD2BEuTWQdvaZbbOKisD0lTGWKlRiY5c/pu2q8nWHlJs3Bxx0UJfPimFW1hkZ1IDdv6AN/RGqboj/XowYfolJx26faJT5KphKlX9gBHJKblVRyKA2e/cE4+0M92HSqT6hyj5W11gFnXZ7Hj59IMRL3vR6iX7FnIcNK53UmXfasGIVYi7OmcrE5CH5LMsHFUPjHWh8yiI44Pa/e+KiYiG/rK8Mjp0RUdpIoO3p5Sh2/O4Ob4olWeHRyjBFfFEpq5FAeA9cHbguF/eUn+bUfcr1z+80CtRtHFAR25xcqRgWwdXRhw+wvnOy5jhpx9xEERXwoTWNGrWjc/0Tm/ULOwPr0b5Qs7/8L55mzqlrBkPPTYjcrRq2vOwdt4Kdsni6csR1+mneyk6gf2FujyhYM4Lljcuu3s9/8kp45N8TtiEsFcoTPqsvvKDjb/KGFmS62MXO5gZryGbXGJAl0YESLwlnOEehQT1WSL+RzpJdoyQ3qLB4Y6ibdsZTJLP1NspDJUjEyXQw5wo8OEdLFEzb4owapH68GyW17Mj/Uq7SvzifDVVnT5RPe/Ni7FAM5Y6aWJjxt18JYmZ4yDt3oQI8vL50q0IfPgreQ1M2fx5A/Z/ui2+47xm3KKVJ9368iITXfy2bQkX+U6/cpl5TGS5/jgNSBzoOTB26WB4oszQZibuzgxymJa6dX0Kx33nO2Sjzmbf68k/3itkvNHfH7h/O9FTIn90yopGaugrg6IJgKBeX1SSFf6nYkbUaRzXmP3jboOkBSmrhUUN+eIIHIt95CK79Qo8+YarcYsypTc6XeokxXPO8bSgSjxmSw3ITe94xpbXPkYX98prqDb0gcvXSeT1zaZV2jOf9A3TtCzB5gfe4emeW2ldX3UGVZeqCuuqJ2kuy19C5G8WehuepA68v2lWnE9pb62kK4DpOtM6TpIpT/zmqywXMfulw1UU2YCxTtt8xrECuY/nKAxGXek8RWH+vrMFhbH4iS/11HnNaj94pyC8Vc49fWpH98h1Ek+2auf25+iTlO17Sa+clVfjXq4NR2vKPlmiCKmZOcYzTLr31vs+LmMkvybC6y8qGDxszFgvPmJ/eWKandsA22L7j8b4rwG+cCUOOzr6eA8iXqejXX5fSX5t8Cpe83YcRNz907yp7F5bLLjXj9LEwJ0/WqKL1q6T+ouaiPFEuNKSTr7smuuUrqBXdvW/HSvqSv7rtCkKz+T16e23pcUY3eIg+JauDXM6OtSxZW/77AnBsB+3tr0BxD1dW/6imB985LZJj3jqf1KfOfjS+r2SlyBF1/HN9Mwrob1MOhdFciymfvdtwPMlx76AC7pLI5NkhH6nTOzbujJ7ivPsFQKUF5T/cHxKoqFChoifmaUQ9vbCnoGVQ2a6EYsNTiIYgTVSzwa8XZvgeQluxgxM/GMORGTIQeVL/pq1a+K6zPPsPkq1klffWROzI98T+vRd4WmZrJ3Ia7C1tfTlv9YM660pra4k4UeRh12RBvebMXXcCeuS9Z6UDwnchZiPpk/ULvan9P8MRmD7hq/B6kjuuZR5Uqhjk23wOA+68mHtA0z256Vx0h7ZV4jfkdZLb9xrjdN5i4OSw4zglmzL/i2h7lwFutqAld831M3/elVYEM3CeYf4Ls+k/wkeMMQhstkPT8WA7S6MfeXuuLyARypL7nFEnvW6kEf9qcA4i4hk/x0IM9KtPoo67HazfVEg9++OGF9PT990Sqdsa3vzna+czmUfMRJNk06RVtZxcRDHXtOUm/O2svBlLPS+RDtecYsewcqz7g9d2bySbTZMyh7EnLl9LM0CHjTSsQz+oN2sX/mlHHPdnKSf08FPm/HGS5crBtTv7/k3c2vsv92RK7OvjYxY26FIn5p+9JkgCnxh67MOvnnXH2y/yc6INbZc/SbA8xbM/fGzDUl9zQBYCb59HOgn9EDBP35HNv/8DJzkv/wOr17bHmmST6t0hl/+4XaL/6WS8n4u0JD7oM4yR+ygu8O9VNyMJblPnYUnQVteUjdNz+YfjsHaqlX/QW9sDSN+t/qD7Mxz5y0MgP/ewzoRF7Y3knWjVl92pogtq5WN7AnDt3SszrZV9sseEVQ8MNJ/mD90n36yPx3n2mST9tUP9TFXxunq79pO1n4ooaGPjfwCLGak/xHUHI+wE/JmVgWthczwAwwA8wAM8AMMAPPnQFO8jnJ/9+b9WKbs82ZAWaAGWAGmAFmYMQZ4CR/xA383EehLD/PpDADzAAzwAwwA8wAMzA4A5zkc5LPI3lmgBlgBpgBZoAZYAaYgRFjgJP8ETMoj3QHH+myzlhnzAAzwAwwA8wAMzBqDHCSz0k+j9yZAWaAGWAGmAFmgBlgBkaMAU7yR8ygozYK5fbwzAozwAwwA8wAM8AMMAODM8BJPif5PHJnBpgBZoAZYAaYAWaAGRgxBjjJHzGD8kh38JEu64x1xgwwA8wAM8AMMAOjxgAn+Zzk88idGWAGmAFmgBlgBpgBZmDEGOAkf8QMOmqjUG4Pz6wwA8wAM8AMMAPMADMwOAOc5HOSzyN3ZoAZYAaYAWaAGWAGmIERY4CT/BEzKI90Bx/pss5YZ8wAM8AMMAPMADMwagxwks9JPo/cmQFmgBlgBpgBZoAZYAZGjIERSPIPMB9MoHF53xHoDxzu7uH4e3o55+sTCBYOMpwgv4zMUeK3M2x/uED3iUOWr4d0HWa2/0m3+562vQUuP+5grzOKuuE2PV+u2XZsO2aAGWAGRpWBISb5F1gZr2NvwMSt+6GG6nonI5F2YXyoJP8I9UIJS8eq/O97mKtu4NyQPz+5dcow3u0LoM+LCEqrOBzgveP3Jcx/cnUy3P/n66H/+ge3d/9l96XzvnU9mG2T7epifTLAzO71AGwP2NbLDVQDx+dO11AOApuRmyMsjlWwcjpg+X3rist9WPZYn6xPZoAZYAaYgcEZGF6S397ClJtw5CYJv9B6G/6mJN9W3tXnRYQDJ/l2GUMH8qaL9ZdOAper4/vL+HBJ/l3sfX/5h26X29/UrpsW5oM6mjexjlp/lhAUbEYut6YRvNzB5SOwMnxdx23lulgXzAAzwAwwA8xAzMBwkvyjNVTHQwRBgHC8hOL4LDbbstLO8QbmyvK7oFDB3PoZOiLZ6GL3TQVhIUAQ0jslFJePxKxn+/MqZqJ3QlTftnAZJTJpM/m0khBi8UvcWJHcBDXsRltyfmL3dYCpbZpdjcu5/KuO8liAoBBKOcZX0boFRHL7ponW8oSUk9r3chWtb7qOuAyCjJ4vr52gtTyd8rx+T31+qiOIBhYdNKoVNI6OsPRS6yvE1PKR0tcJVqolWe6Y1NfMdhc9KmPhAJ2DVVTDAIEeaPUusL0QyxGUa2gc/8icVbZtFaLcOBPP20m+3WbpXCS7kVh+M9pAOivPYvM83d69my6ab2Mdl2sbOIx0TGVPoHHRxmatIhhzV36EfK/37G1PtDKjt3Vl6iKtfKedqWWktcvRyS1g69f0BeKBns+yv8OO8CFHxv92MDX2DotvAsx/1M9fYKUcYvFA/58/uUNgBpgBZoAZYAZGkYHhJPmUcPi2DlDSUZjAypHasvD9Ao3JANW1dpRs7i0EiZn87sUJDju/5DO9MyyVjQTSSM5dA+0vhShHZV9j81UJZfPdmwPMF/R+fidBshJuCb9IHgslzO92cEVtvLlG802IcOlEyW+Xkf+841RWnTIpDMbr2P5Xtf1rC/Nj5sAlmTiKJL9cQfXlhnO+4BqHX9roqsFRe7dmDCgcOahtwlYlzP99Ldv6vYvLr4YeorMJdpulDUy5fmK3FqDauJDl3P5C57wdDdJ89t5fKqG40EKbZL25xv7yBIJXeuaZyg5RfjERyyYSXKMNJLs1mANo+0w8e52li7Ty3XZmlQEk22XqROs3yxfk89n2N9osdGDLSHqc2uridK0S+9TBO4TlNRy7OuP/RzHIjSP8f5cz/j8zwQwwA8zAc2DgUZP840YleXD1nzUUx95hXyUZyeQoCZL9jJ3YmEoXid2rHbSpbJrJLSxie3s6Tsqp7nGd8DjlWAm3lEEk7dFMu5LLes4uI/95p21WWTLJc2ep7bY7iSO1k8oIZrEdzXw7dehkzjcI09/dAl5bqe9FuwZJ8l+bSb4tj90eSupp4GWutgC99haqUdIu21xclqsKpr3jn7vYfBlg7sNPlbipFZutrj+Rs3SRVr5t27gu1R6rjPwk36tfyxf6sb+tS3M1SvIu9Uj2khzJAdcUrfgYtuafXT3y/5kJZoAZYAaYgefPwKMm+YmETiQadvLke6Z9tIP5lyWEY3L7DG3piZNf+30Lyq80oyv3KIuEv7aHLiVjalBxuWneluOUYyXc0tB2cquMbz1nl5H/vAOQVZYngb91k0fPM1YZRvm9DprLsyiXQoSlEool2gLkHNI0Ej+fHbRu7XbZbZbPOHK19zBfDhCUZ7G0e4Z2L5YrUY9IlmmbkftPr7g4ZRsya/nos709jUBv2RFbdaaxqVYiepm6SCvfaWdmGa6dqL12uZNt5XwAACAASURBVIl2J3zBfl63zf+e1mcbjRdSTzSIKDcuRDIfJflq+04r2upGcmq96jL4U+uaP5kFZoAZYAaYgefMwNNP8r+8Q3Gshu0LPSvrJlBO8mUlfZT0yO0tlBzJmV3aq1/Cyj9ydjee7XXK8STLdnKrwLees8vIf95xHqusfpI8zzNWGbr8LjZfBagun8QJtjHzLOSMkmqZ+Gclk3a77DZLZyC9m1uqSI5faJ80sfSqhKA0i2115WmiHkMuv2N52mzZXLVZJPZyJlsM8HTCf5utCzcZj2Uw25lXhssoyWTLnWj3gyT5VAedVzjCYmkam/9JXYj2vz0SqzM68ZftojalD/Titiud+vTMv+NVEWaAGWAGmAFm4Eky8KhJvp0cqsSBtigUFsXBVkoq3OQn+Q7tre9zJv8WoH351c0mFsfimVzxu/Ud63fWVgeC1ZMsJ2VxnzMTQXVQN9rWotrrKTdKpqzv7KRQP2Prx/OMVYZOzmy5RFlf3iHMSPDoas60vwlg68FTtkiw3SRfywK0/oxvULLbo7dV0SAsfl63XX562uwNLnJrytyHa3G4eu4vPUj0yGvpIq188z3zZyWnVUaSYzfJt3WoyrB8wS9HQl9W2+mdCaw0aij+KQ+tC50RE2/eYbHkbIOiAZXiU8jjbkWzyk6zB//e5pP1wfpgBpgBZoAZeBoMDC/JF1tlaFbRaKg6eLvkHLwtv5fbCggKSsDDNy11g4w6MFlexaHY4vEL57s1FPvdrqOT9RcVlPXefPodJWTi1h+9H59kdBI3emasjqaxt92bmFlJtV1G/vOGbrSsUaLVT5KnBjzR4WJ30KHLp9WLAHP6jvavJ1h5ady840vmLrdQLVSw2FIHb3s/cPqvPDBtt0vKWV1TB2v1QVnn2sbI4XsdrP8R3xfv2lsyUEIwuYZ9fdj6+w+cnrbVbTl+vUTlG23p/lVD8GoaU9Ye/zxdpJVv2javjCTHbpIvDzZPIN0X/HLkJ/khwjFnCw4xOhaibCb+ijfa9kb21NvfLsm//tix/j6ET7f8O+1b/MksMAPMADPADDxNBoaX5N/+xPGaurKxMB1doXl1umNdoTnT0FdCKgV11P5t2j7y9gi9m/iqRLrSkq7PPNyajpKSRHJuJHkCOjHYMGf+9eHOID6AK94xkziS5Rq7C/KKxkCtNNjJrZL3tyb5QPefDUyJqzIDcZOKbwWC9BBfqUl74+n6zBYWx7K3athXPIYov/ddoQn0LgybhhXMbZ9h+7Weyb/G7ht11SfZtCCvARU355DeXXvT726u0WrMokzXqep3/jyQB6idbS+ZgUUc4g0SKxLZuvAn1y5n2WX42pUsN9sXks9TW7OTfKD5JkBAZ09MPxCrDPH2Ha2z8/U65hfiBJ9+f7xWGfgPsuny+PNpBnm2C9uFGWAGmIH/TQaGmOT/byqUHYnt/jwYkIOI6voG78s3B0T885PcV/o8fIpjH9uJGWAGnhYDnORzp86d+v8kAweYV1vDaHVg/tPTCkzcUbA9mAFmgBlgBpiB+zHASf7/ZIJ3P2jY6UZAf8ahW+8frmO/4MEvM8AMMAPMADPwrBngJJ8BftYA84BjBAYc7IPsg8wAM8AMMAPMwIMzwEk+Q/XgUHHizYk3M8AMMAPMADPADDADv5cBTvI5yecknxlgBpgBZoAZYAaYAWZgxBjgJH/EDMqj5t87amb9s/6ZAWaAGWAGmAFm4CkwwEk+J/k8cmcGmAFmgBlgBpgBZoAZGDEGOMkfMYM+hZEjy8AzGMwAM8AMMAPMADPADPxeBjjJ5ySfR+7MADPADDADzAAzwAwwAyPGACf5I2ZQHjX/3lEz65/1zwwwA8wAM8AMMANPgQFO8jnJ55E7M8AMMAPMADPADDADzMCIMcBJ/ogZ9CmMHFkGnsFgBpgBZoAZYAaYAWbg9zLAST4n+TxyZwaYAWaAGWAGmAFmgBkYMQY4yR8xg/Ko+feOmln/rH9mgBlgBpgBZoAZeAoMcJLPST6P3JkBZoAZYAaYAWaAGWAGRowBTvJHzKBPYeTIMvAMBjPADDADzAAzwAwwA7+XAU7yOcnnkTszwAwwA8wAM8AMMAPMwIgxwEn+iBmUR82/d9TM+mf9MwPMADPADDADzMBTYICTfE7yeeTODDADzAAzwAwwA8wAMzBiDHCSP2IGfQojR5aBZzCYAWaAGWAGmAFmgBn4vQxwks9JPo/cmQFmgBlgBpgBZoAZYAZGjAFO8kfMoDxq/r2jZtY/658ZYAaYAWaAGWAGngIDnORzks8jd2aAGWAGmAFmgBlgBpiBEWOAk/wRM+hTGDmyDDyDwQwwA8wAM8AMMAPMwO9lgJN8TvJ55M4MMAPMADPADDADzAAzMGIMcJI/YgblUfPvHTWz/ln/zAAzwAwwA8wAM/AUGOAkf0SS/M7BKqphgCAIUH5/NoKj8Q4a1QDznzhwRIHj2xm2P1ygm8rwKOnsAPPBBBqXz83+P3C4u4fj77HcT9tXHT23W9j8dP2w8cQq06kvleVYfxH/mc8m9d7fe4PWM8jzw2rrIDL8rmeHFIsudjBXlv1eUNtDJ5MJavuQ5Mit9yH1/gOt5QmEhQBBoYKVk4cs+6mUNQp2ehq6zE7yv56gUatImIIA4WQduxeDCX71bwtLf8RlBIUQxZc1bB7/etiO48Gd7AIr43Xs3aPcvQUVfAL1WQhR/mMVzfZgOszvnE6wOFbC0pHS6c1Dl/8UyhvU6e9vv3y9p+nlker+vIigtIpDxWj3Qw3V9Y7hV4PqLK09T+H3zzVBOkK9UMLSsdbhU/dVW8+XmxMIZpto58bB/pm3y7Tru6vPJdl39a71P+TPryfYXJiO+kzq78p/rKHVpXofpq1SR/3r+646fdj3hhGLrrH5KsDMjhqEevq9JBfDkGPITLm+9+UdwvFV7PeAnqfND2u3R25b1NZB7fQb/eH7HuaqGziPZP9dOvPXm5nkHzdmUf+7ja4A6RfON2etpCIPpvZfNRQLFdR3z3CpZrKuvnVw+HcTrf/8AuWV+Wjft7cwFdw/ybeSru9tbNdKCF7u4PIhgbjcQPWesj6aXu/c7gGd/gHsd2ed/Ja6f6H1NuQk/858PVI8evK+esdE9M7M37E+y84+9h/JnqYcFxuoFgJU37Zw+k1OuFx9a2P/7zMV7x+irapdd9b3b9CL0NGA8dvUa+rPefr0cTEMOR5Xp+frEwgWDozJnMet/879YqodffIPaKff6A9XnxcRPtckP2nMPKcyjPXfDqYKJSwe9DFj/+1MrBjQVhOa+aAgealHqJ/qCN60cLxdQ1ltRwnLNWw6KwqXHxej7SpBuYbG8Q/lBATLBBoXbWzWKmI7i068259XMVMOxe+seo/WUB2Xvw/HSyiOz2JTzb53jjfi5cFwAvWP3VRno5l8XVekS2pPYREtL/Ck3zr2vh1haVLWr7enpLWv/fdipBehP53s33TRfKuW9GgLT20Dh9+0fdLryWofBZfy2glay/FMVfhyFa2oXJpZoHrj74OxOnbFLBbQy7Kzq4/eRWQvWpKcW2+h8crerjO4/a7RWpmN9ZVpP1oSNdoRVjCz3Y5snaqnNHbEsrJijVbFSG9aL1HbaTYixOIXbSfgcmsaQVDDbrTd4yd2XweY2r5Gj1gSwaWL3TdqtSwkXksoLh/FS9M7MU/E+dTyUfqydu8C2+ZMpOVLsVyS5zSOsvXcF0dfDZmFnZpYHLO365BPTI2pVbKELUm2GtY/xtvYRFw4alt2Lde2rK00kZ+STSL9Gu22knSKLRU0jo6w9DKOI7Z+SQ4pd7avxqyFk4v2ah/JsXCAeJsPTT5Q3SUs7RrbFYQO2jjeMmLl5CL2Oob8EWvqdzl6dhOKUyMORyylMe+VG7DLlPpZ2jXiqsOc/bySO7JNGvux3rVNpc9qO1FMOTP8gJ6vo3lK+lTPhBXMGT6vy/F/drH5krZKXkQxIvmcLVN2u6idKTEoTd+3QGpcupV6r663IWxIWz1SEpOsMnq32b5Nbbb8shBi/i/qi1XSNkgscssyffx0I/Z9sVJux4bebRoX/cmRqQPqn7W/Uywvz2LzXHGZ2e+qZ7QPpviH1qHefhvnM9do/p+xK4LarZP9zL5Vsu3LK7LaSXzep7/PKjvhG7n9fQZ3af4wUF+W4mvKVmltufyrjjL1QbRDReSKqzK366u/d3jQXDzwZ+ZMfsIQInE3E450Idvb033OWHfFklt17QJX1LheB9uvQxSXTmSwJEcoBJh6f4K2WlE4bkwgeLUTLyF/eYdiqY7mVylP+2gV1cI0NsVqATl1iPKLCcz/fS3rUErsXpzgsKMGIb0zLJWNJNLqzFU7Rfsn0DhVszT/NjE3VrKSMlNniST/exfNhVLctoQxyRkrKFen0fjnZ9xZZLYP6Hlk3V8qobjQkjq7ucb+stSZXEFIqSenfaJTKpQwv9uRery5RvNNiFDb6hageoPJDZU4/ULn32vVkebY2dLFT+wthLH8t79wvDYtONCDHtLzwPa7/YnTozO0aZnzFrg6XkW5UMeeHlAaMnT/qiGoruFYP/utjVO9zSpHT0l7XGClHAr+BB83P3F53jESjNiP9pdClNf0YIKWo0som1zeHGC+oDq0KNGR7yd4Ux1rMF7H9r+K868tzI/ZAwmTWerED7/o1TugvUt6SFuKTOEoR8/5HMmOOIoJxNlCCYFuN9lJ+EQtatdVp4X5Uoj5j3pwT7IFkkVhw18QcYNmWpdVLOldoDHpGYhrDhz9Cj1ZviblzNYvyWEkINb70m7CV2tNnCs523/XURyro6kHzyRHuYLqS+1X9J6q24x7f9fFNpHia1WW1ptOBHS7os98PVuJ6OkayiSXirO9712c/qv07WmXGCQl5PYl+cpOaiBrx2/3eeUrjm2S7Dt6Vz67cqS2dnxXto98TfHycg37qn1Xp2uoBtPY1O2N9KZkMP/f3pLPZq5Q2zJZutVlGe3KjEE+fefEJaovfFFBlfoFFdds3wd6OWX0cnxb+CX5qeq/aOW+LTjux1ccvfbl44ZvaR0an0ku+pAjUwc/sVsLUG2ofOX2Fzrn7WhSMrvfddrn9Wsd22I/y/eHvL6VuPPkFZntVH531/4+p2ybu376+5y+2+cPA/Rlmb6W1xbDZ2W7+u/vbT04fBgc3+e5AZL8n2i9zUpQbQFbbwMEb2k20f594v9knPE1HJvP0V5j/TtSoJuIOQYlR577YCTFt12sT+rfSacuLucfRrUCglMHyU1BsujM1FA73d/pNlJ5cnZdf4aoLh1EAUE/F3/KjmZmVycqUnfZ7fMk+SIRdAZjohPSv/PXk9c+0Sm5CZ8JOO1NMxMx06Z5djafpXLMxEh8R3uZjUGY+bz6Oc9+sZ41k3ana35PeznNJN/8Lk9P3iR/3EjyPbLr8kW9egAr9LmI7e3peCD1zxqKpm8Y9rDaL+pQSZy1Tx9IPqf14fn0+IGWVe4xDuDyGn+vy7P1nMsRtdH1+a87mIqYUB2t0y5Ld2L/s8PLxQbK1qpISgKp7WOyrX9n6aMf/dptT7Dh9RljtYbqJTmCWWzrpD/NtjctzAclrPyj9Z6yGqHbkqtnRz/0vJnk63Lo09KLqt8rt1Omz063dvsFL+5AxbFNkmlb78eNSjzrqeUW7XmHffF/et7hRc8+93PYX7Q1b3unLVNeu7JikE/feXFJ1De+ikPPpIb22bwy9HPxp9kmv1/KZ/vxFYNbYoCS6Vwfv1uS75Zr8pOtA8lmnOQbMuf2u8azxFyKf5As6fmM6z/K93SfoNk2cyjlY26czm6nqsfoX4QdTb/zxi7ZxryyY36A3p36e5O7lPijdaE/fTFKfZfla7ltMXUiypMr8jSpbLVTy/HIn30n+aeb0wgnN3CaESDMBhGobpIvfieW1oxlJgG6ToLNTxUwEwp0DSqDh51My3KkI8vvzRlgLWf7aAfzL0sIx+RSC51Wj5zfA4Qlv26HuWTmGI+ej8qj73rX2H8/IWYX/Xp0wBXl5bXP1Yf+v6lL/bMOiL56ZPLn06NeEiTY9c9ah9aWBo/OrOdMnUU/ezpGbzlJOw5qvx6taGzVMTUeIhyjbS20LK914gTgmy52Fyri9oKZ5Wa84nObrydfB9w5XsNUKA+vN1rxTHmkH82OSGbraN4AIvDU9tAlfYzJZEQcWtQJj+MbCd5SkpTkc0bbex00l2dRLoUISyUUS6Qjj42EvH6O8vScy5HTLqkjs64kC+IZixvzedU+6/u4M0owrW3hk8Mqwy+HrV9HDut97atJ/Vo68snhta1TF7XD+67Sh/c7uwxLjtsfOGzQtqIQ1YUN7F0YEytuuzLqtsu069P+cPy+FPUf9vN+2W2d0zN2ucnv3Wfs56UcfvtqGa1P0mWqnyiZHZly25URg3wxhto4cPzWrKvPvDKyfTtLX/7v/HYhffmft9vts5nWtfxMlu8v13wuVwftPczTjT7lWSztxivDUjafDVL6GK//Sfl8dtS5RIIbwZ6vXh1X/HrKa2eiHtenfT7fL0cmd95yHDvl9d2+MgbpyzJ8LU9Pvhjbd39v6mFIP/eV5J9uz6L44p299zpHIJGM6BlJ51kLHi/ohqP6vrcM6sDg1JUaLGgpcKyGbaOjMh3dDiZpAcOQM1Fv2owpOVzadgmfM+a1z5MoWPrxyeirJ03e+H3Lbrq9pn2y6jWf0++mfXrLcfRwB/vRUmr4uonTaH+7Xw9m533VOcP28jSKhRJmduXNNRYnvjZ45afzCj9x2trAfDVA8GIV+5EcsY57t200Xkg+qB45o0MzAzRDK2eRolkeR6dJuRydKVmTz+n61bIvbWfRy/lpbRFl+fWXp+dcjpx2SXuYdfnbZfus+bxqn6ctXlm0TX1yiNUA3Xn65bD168jhyuD+X9VtyeWTw5sEOXVRWd53lT6839llWHJovXxvY2+9Lg6ZlpdP5BWuvnZ4y3dnIu36tO9Rkq+3AXpl+KjPo8i22Dqn39nlJr93n7Gfl3L47atltD71dp3MrT12Hf20i+rwxSCb9TQdyN9rOb31aZuqT7+e4nKyfTtLX/7v0uvzP2+329anbqf5mSzfX675nPmzWZb98y+0T5pYelVCUJrFNl3t6/MBR79WGV7/8Mtnvpewo7ec2GauL+iy8tqZqIfaYtaV0d68srUM4tNbjq2HbO58uh+0L5P68vlabltMnZj27qu/N+00nJ9zk3yR4E+uGYc2+xREGI4OvCaft+ChfZ7OEroFgE+BFhRyWS9ty0xakm/JIAwjr+PSo2Wfw4ol39d7GfeS2231wiGW1AdJ8vPa5wFcLKM5y/YmfE4HqPWd176kzhyn9y67KZ3k2dmUz1sOJbrxcnpSljz72UFDtNnaAmLbTusk+jx4F52gz9OTj52oHNFOeUjPt7pEz9G+/OomHTSN9wOL363vWL+zAq5aYYj4FfV42ux9Trfd02nSdW2pM5Se533Jp6PnpO0cjnzbSBwmfL4lVj4mt9JvMrHihmyzVxbNoif2iDoiffSjX0dHrgzmGQtdr9quUt1Uh/o9cvjjmlMXled9V9m7Dz1n6of2qmpduO3KqNsuk2QOMP9RM0if+dt1xEy/sZUgyYOtC7tOs/36EgT7eemvfvvavqzlpn24AarRHn/9e/PTrsMnk9suqy4jBvliTF5c8tVnlX8LZJfh0Yfl22ori7PFJkuXSbvF+vJ9l+vjkQ/JcpJleNrgxMRsHcTyad21/lS3muX2u867Xt/M7+8TdsztW23utNx57UzU4/q0E5N1ufSZV7b5rH+7jtnfe2xmcefJgXw5TmZf5tjG8LXctnjtaJaX3d9bunD4fYjvMpN8meBvRIcP3Qovd2so/rGTej/oKW3vKEyIazg7emaw9wP77839kXLEVazFM6zims1ztZ/Jp0C3Q6FZ3cIEVr6og7U3P9E5v1Azth5A6NAm7bkur+JQHXY7p7aY23U0ROYgRRzAKGFuV2+3oIOlZzhNub0iEWD0dp3SO+x7tz35nVEfZvK3zwe4PgC7hn19sPj7D5yettUAJaWenPblOv2tPLcRvopvLOn+11bXp+bY2YJbBTp9cPj2F853pH10Yjy4/WQHVF4+iw9403WmaWcILHnU9bH6vvAcPfV87JjlfT3CYtm8O90MCCoxe1FB2VwJE3cj0xYj4/yK4xs0EAjftIwDvX72E1xGssnAOrerfO/rCVZe0jKwnrl25PQFUpWgZek5nyOdMKnDbfrguGkrvZKjDhTLg7e08qHPs3gYd+OGOmeTul2Hnqc61UH73tcTLE2a+uhHv44cHhn0LJV18LZQw67eg+/YWcZhX91OXWRX77vajvl69tpK8dL+/A5l/XcafMyn1G2XSTIHCIxDxe2PdRTd9hsHjK/owoOSfTtMkn1HF8JnJ7DkHLyNb8NxnhdtdHT8ZRVlWtH2rsAB3c+LcsWvcWBcoXmN84uuP+6SfnLaFfe5Tgzy6TsnLtl61ww4n5ll5MdQoYOxaazriyPocHabtnU5ulQMpccidQCVVtsH8XFVrtZbkos+5MjUgaOvXgfrf9C5JBkzyZeDybR+13k3xT/y+vukHfP6Vh/b+pB1ej6TrMeNJxn9/SA6VOcvootCEv19PnfJPnfQvsy0jeNreW2hvtm8KMFhsJfX37vPP/D/M5J8FXyjvdPGni+1J/h4rZJ7b/7lx1XMvFBXklFZ4qqhacztGFeNiauO4useA7qucEt973MET0fZ/ryGGf2X78QVhe+wJ5ZO/U7du4mv1CSZ6NrOw61pYw/9T3Gji/yrctPRFZpXp03Mq+stad+cuD7r1AQk/pkCmLu3LnzpXI9nGTTFGW+B9Pb5k3zaO9lqzKJMV6UpvU/9eaBuJEqvJ6t9+U6fcoWmXsLOsrOlh+R1mzONM+y+jWfy72Q/868jiuvYzrD5yr9fsv2hjqK6slXYma681O2gJfRMDlx2zrBi+gBdzbelb2eIedEdkwxYznkOMeMbRFsYxLOub3TUXlGytzj07mc/q2ONr2mkPad0FW0Li2ODJPlAL0fPfXHUbqGu/SysYP7DCRqTtq3oClXzCs35D/pWItKph3FP3PDKYrBoXhkpru49bmIuGvT0o19HDo8MwleN61oTf3TQtbOQz1e3Uxc9533XYC5Hz5Z+jul2nTimCX3oAdCty3x63VaZZKexd2iaVxM7V2i6V0mK62c/r6FozOT3EuwndXFlXo9ZqGCmYV4lm3zeTUy7tEWoMIttIw5EPquYoT/+WKdzXkbcLf9fKyXu2tf2ue3KjkEefefEJVvvBgMG79SezNiW49v0fuIKzQ+UAPt4zd8iOrCPO21JctGfHOk6uMbuG9u+dGWuvPmP+r+sftfReYZvZvX3Xjtm9q0+tqUs6e10t9Up2V2ZfVdmK//IKtv1G/d67UR/n8td0h8G6cuyfS3HJ26v5fk9kWfRyuCA/b3L7AP/PyPJd4B84IoTRubyn8RJbLYLc88MMAPMADPADDADzMDzZ4CTfB5c8OCCGWAGmAFmgBlgBpgBZmDEGOAkf8QMyiPv5z/yZhuyDZkBZoAZYAaYAWbgvgxwks9JPo/cmQFmgBlgBpgBZoAZYAZGjAFO8kfMoPcd9fH7PHPADDADzAAzwAwwA8zA82eAk3xO8nnkzgwwA8wAM8AMMAPMADMwYgxwkj9iBuWR9/MfebMN2YbMADPADDADzAAzcF8GOMnnJJ9H7swAM8AMMAPMADPADDADI8YAJ/kjZtD7jvr4fZ45YAaYAWaAGWAGmAFm4PkzwEk+J/k8cmcGmAFmgBlgBpgBZoAZGDEGOMkfMYPyyPv5j7zZhmxDZoAZYAaYAWaAGbgvA5zkc5LPI3dmgBlgBpgBZoAZYAaYgRFjgJP8ETPofUd9/D7PHDADzAAzwAwwA8wAM/D8GeAkn5N8HrkzA8wAM8AMMAPMADPADIwYA5zkj5hBeeT9/EfebEO2ITPADDADzAAzwAzclwFO8jnJ55E7M8AMMAPMADPADDADzMCIMcBJ/ogZ9L6jPn6fZw6YAWaAGWAGmAFmgBl4/gw8jST/2xm2P1ygm5pwH2A+mEDj8qkq/AcOd/dw/P2pync3uc7XJxAsHDyNkf3FDubKAYIgQFDbQyeVFaetn+oIqhs47/f5J/bck7LBkHRzuTmB4E3raXD2kG185uw9Vgf/v8D4Y+myn3psfY9G32W3yekDBvHpdgubn64zYlEfuUhuPpMjX64MOe8P0t47P9tBoxpg/tNTkOURZbivbW8f39+eRpL/eRFBaRWHCrjuhxqq6x3D0fpwrDvD+hCAHKFeKGHp+CHKejplPFjgvLdtrrH5KsDMjgq+NwPo6EETrQusjNexd+/29C//0G3w7QwrL4PfOpjbWwhQ3ewa/t6/fvpJan7bMw/K3tPQSTI2DypX0oeGzvgj+utvY22ANtr6HnLf9X0PcwNPsiQZydOr3aZBmYyfFxMOs020lT6TvPeRizj5TJ7s7veuDO73if/fScdxmxPl9cXSwyb5x+9Lz2PAMKBtk+0asr95bPc0knxLsF9ovQ2fWZJ/X4d5mu8/VOC8WxAxddJHYLUYMt59yESrvYWpYISS/PYe5sdLmJn9nSs2bTRehFj8YtgszZbP7fcPyd6TaLsvNg9oN48PPZ04M2BbnoRNBpf5MfV99XkR4aBJvoeRvD5kOG3y8X6PvmhIvNxJx/eW5QGT/Jsu1l+O4KrAE2nXcJL8f9ZQHHuH/QikLjZptvD1Xrwlh0afwTQ2vwK9qDPsYvdNBWEhQBCWUBwvobh8hN6tdKyVv40tG2EFc9ttz+yfhG/uw0/rOxqR620bV6dNzL8M5daPIEC5toHDbzpY0vsTaFy0sVmriGeq9TpCqz307AVWygHm/qJ6bMengFNeO0FreVq2JQgQvlxFK6oDuPy4iOpYeIDJeQAAIABJREFUiOK4kqNAP89is63l0J8kTwWNoyMsaZkLIaaWj4wtK3b9MiDaTkgyFZebUZuCQojq2xZO/yGdKhnCCdSNpUoRON9sofl2QrZDvXNpzqTfdOPvE7okuerY+3aEpUlZh3d5T5Rh6GpyEU2th9MNTI2pbTq0VSdt25ZTRjBWx27XZEvq09sZRPzRMz8suwVhBTPE2dEaqspWIXFp2ErYMlQylmtoHP+I2KP6quttnG7XUCauVYcn/q/fSdhT2x5w5T2lLVSTGzjuxc/kdYD+73+i9XYai5+vpf/9rm1ZIg7UsCu2uv3A3tsSirU9WIxFceS+bU5/PzsmSI6bp6avJONP+/MqqsqmITG8+y47wfl2hkZNxTuKES/WotVMYirinvzyo7nSQfLUsP4xri8g7o7aFrvl2paxhdBsQzqrie15kW+kxWaglxkDDJ2n+JCMM020llWc8cTLvutQrHSON+K4VghRbpxJn3TihLCTjjX0LrV34QCdA61bOahP8+NsuVJiSVRPC8dbKi4kYqfWa0pc1GW8aeGYYovmrlzD5oWh89tfiTqaa9PGyh1xEW+FpXY+VN91+VcdZYrdom+jmLmKFsmdZYMURnq312itzEbtDByfcONkFPMGzEXictJ4l/rKzEUinyE79NN/m/ZyY77pt7qfjmNPmo7TeM2Oc7YcWodWLCqEmP+L+jc7v4hzOKOMyw1UjUkxf593gpVqSeYXYzLnm9lWsU7FR7FF1809UvxUy6zlu3seKPWeyF0s2wLp+kxrl+1vJK+lX4drmVvWkdf3xO029E++dgsMJ8m/PcHiWAUNHWy+7mBqvIJyoY49nSCayjJ/vgXE8n1iu06A4OUa9mlQcEvKXUNVDxJUY3RDL7em7QHF7U/svg4wtaXg6Zxh/0INAm6usf06MFYOCN4Q5RcTmP/7GleibEroQyweGAo8XUN57B1aoj224USgKJQwv9uR799co/kmRLh0Ijsa0kehhm3Vlt7XJuYKasDjtEXDGozXsf3vL/V+C/Nj5uynXb/Ug+2EQqaghPmPasvLVyojQFCqReW2P9ZRNGwUvaP10Otg+3WIom7HLbC/VEJxoYU26eHmGvvLEwhe7eBStIPkqqBcnUbjH3vQpW1Fn6KMWhPnInH9hfbfdRTH6mhGgyJf+wxbqDJE8iuSxV/o/HstB0EOW6JNbkJrPNP9iwaDa1ESffWtjVOdBDhBS7ThyzsUS3U0lS3bR6uoki3/k/JRfeGLCqqkI52YC3bid3rfuzj9Nx4YmLox5T3dnhV17UV6MXUg7S0CohgMxQMje+ub+Y76mdrv6iTBoee9h3jmyzuELzZwegvoAcypjhEPUX6/ZWTGBOIvJ/4QG4UJNE4NHx2PB3WmTeXPXbEFTfgOcXHzE5f/Kd8UTMV+edVpYb4UYv6jZkTJEw32fuG4MYGgEKC6fCJ9sXeBxqQZ14x31Nkh6e82qwkODN8guZOxOS8GONx4fEgwnhUvdYxIjTNOHf9RfC3F8ft7F5fKP3NjDbW3XEH15YYxQJKJV8KPc+TKjCVUTxCgunaBroqdzYWSETv7iItURiHA1Htlc0roiYNXO/F2k091hEZ8uqJJE5psiPyduLCT/CDLFgP1XclJFmIo1wYeRnq3P3F6dBbF0KvjVSufMOOk7WuD5SJuOUnelR9l5SKWz6i4nNl/2/zaMgxanyyLyvDx2suMc7YcQo8Uiyiuqf776lsHbdH/2PlFbpKf2ec5ZYmYLeMj+YfIwdzcI8VPTdvfLw8kvXtyF8u2QLY+fe2y/a3Xb6zP4i2njxtSkq+S6m3ZaYlZ9LdNbL6KE1Paq1R8fyGTVkdxaY5lzwL7FKggpSAf6NlBoKdXDVTiZYJAP9tOJcstLquZH6VA8UwtXokg+cM/aZWB6rQNJ551lyjNNpo/i/cz2qJGzG6iZuvIrl/KZJfpk6n5Joht0G87zJmRmwPMFww9UxntLVQj3ZNcAWZ2dXLiCSJkGwoi1qFqmx9Xv679hH0TZai6HF3btk4+I1d84iTfqsvT+ZAd7NmCLtYn49+J+sZXcWgmrkKHRpIvdO/RjcFm5xMNwGiFyf+cJWdGed7nSEdRpz+E8jPkof2n4dIRTjenEU5u4Lck+B75bE4kx1nxh+KBq8P29nS0cpPQO3V6xoA6/v4ndmtmci7tIbiMkjePPBcbKEd+J9/Jb4PtZ/bzigPHf+y4Q4OTvBjg8OTxIVFvVrwcsI7jRiVhC6HffmINtTeYxbYzkBYyun6cI1dmLKF6XPvrfooGJP3K6pZh6Vfa1+079pdCQz9235FrC4cHPQll+4Zhc/f5ftpltcEoy/JTj9zeGGYznpeLuD6Q4F309e7WEruvtRNe+Z1rg2S5cTttGTy+3scsupdXS3+yPruuWAYZj/yxSH6X1WZVjmnHzD7PKYvkpHfH13Bsykz74fXvUvw0jqNA7155oNR7IndxeTblM/prr47Esya3fv3mxnrX/o4Mlg6GN5MPiA5O3JghnYy2tRBQcjZbJkJRYHAUl3QAUzEaRA8YUWPlQU2dfNlKA67+bWHpjwqKYrtMCUVa6owCREq5YnZIJ7Q0O1DCyj9aFls+r+OYbdRl6Y7kGyW6s/HMftQOKt8vj60ju34fYD6Z7DKoLrsc3ztywDSBdZrdFk4czxjHs8g6abfLc+ET/zcDgdFuu+6cclLKEOWbek84obKf+cxNF7sLFQSFCmaWmzjsqJlZki1Rj7RN3O5YFzqo2+3QvPzAYYOW4UNUFzawp1eVjPZrXYn3qxOoFoyDx57n9PN3+qT2R/xrGR/nkwaaU7UaisG0ZOqh29Znedkxwcef7ZdJX/LPYkb2MZmzZLTLjZ632PPIY30vbWez53nnFhCDk7dyssJ+XtnfkTPRTlFvzH3sCzoGOBzlyumpd8A6EjJq/XrqJv1a7Xbaq/VvPWOVl9H2rFjirYcOnAaof/bFGo9NfWVYbfSzZLfF5sL+zmOLgfoujw9Y8sVsWPX6nqFV4q06psZDhGJbB21diRmz3tf2UZ+D5CJuOUmWbH1JPhw9W3ZxvlMyJctN0YXTJ+fX5+HE0Ed2nItl8NZjlJPIS6w2q3IsO2b1eR4dUXnOirT8vzoT56vPko9kuE8e6LNzkudsfXraZdnT973r+z45Ut5LtF/aYUgz+UCPZpZoH7s520GjORqJiRkLnTAnFZd0gMEbKhJ7cQZADTL0Hn0RpCaw9EVvxXGCfEpSTcuFNMM2RasTtMWgbI4ybfncQCEcxoFSzFzqvYqlaSwdpM12+w1q68iuXzooHWiMZxx8MtllEBB2Ob53olURmm2ynFg5tgWaXZ6Uy3kupQy77pxyUsrw6d0uV8nyMXnN5lXnDNvL0ygWSpjZVTc9Jerx28Zsp7c+raPvbeyt10UCX14+ic+r6O91AkLL7Ue0HaSGXT0wNJ6R9UlZfIFRDzhMuayfic3fkuTLpKY4u4EVcztdom0OMw/9fW5M8PFn2z7pS8m4ltC5O3st2mWXG71jseeRx/pe6stmz/NOP0m+4xuJdnrqjWT22cnzvC2nsrUZLz3vZNWRkFHLkVKOVb9Zr35P+6HrIynlubJ5Y4m3nmeQ5NO2Olp166vv8vhAis4sG3ieoS0+4esmTqNrqm2erfcNuwlbDJCLuOUkWbLrlbZ2fNayrfOdki1ZbhzjbBkGrc/n+6rsnDhHMkX9h4hNftnz26zqE6uLzkUV3j7PU4+lw1g3kW/lfa/0fPc80Kd3h+ccfSYGQkIms1xPu+kZi3/zea2HlPdUmyMdqf8PL8kX+/InsE6Hz6JlZpoBn0Bj2/ydozjvvs87NFQsC9aw26FZ8vQBBSnEXr7MUOCBlHt3Kfv2H9tJlWEsKOkgcsVYCdDG83365bGDhEc/YiD1AEm+2i8dgWNu1xE6Nlc0XPk9crkgikFgPCMj61HLzNG1ijnliLa6Zfj07g7o5DNiNtObcAE9srn+znI+elcO/KJtZ27b0pID9zkKFsYBpUjXzvvndJ/85NbD3/lPbLoJjCvjMP5P+3uDOpq0lYn0HJ1xkXbZW5hAY13P6FBnQRzIjigeuMS/CxY20Figv4lAv9Odi99/TB3by+uybjsm+Pizy/Vt1xEdjGbH1R/5kbvVQj1j+7aUR5Q1uWWcdXF4T7Dpsi71NP9RlifbLy9EEBMXDmtaP65vJGTLjQFmfW4HJr/LjZcD1uGzhWhPP7HGitOx7F4ZB5TLiiVUj2ZfsyHigDqbdVdZLQ5UHLXOt6nVm8jfbba97bR0Mkjflezb5fYuh111Zi66RtdqA9nA9jVhSxE74nK8cmu9DpCLuOUkeHcmwqSfOPJZ+nK+y/Bx7XO2DLZ98uvr06eUHHaci3mX9fj56VcGEbOiOOyUbfV5Hh3RdkZn+6HWj/i0dOyUHdldb3u7Sx7o07vDs0cGW5+edjn8JPkCcmO9zx/MNjs/DzHJl4e0yi8qcvbbgErcmqP349PvHWWRosI3rYFuj7EAEHWpmfdX0+KPJ0V/aEt0rvGh1/bRmnMQyWcYDRENUmi5MD6sJuu1gbCdVL1rtZFuNinFo2ZKXMKJlNl8vzw2HPKZ6JCKPgBbeIAk3zzApg7zlQ3b0QxLMLmGfb2t5fsPnJ621ay0rZekjaRu9CyNdfDWmrXOK0fqM3wV3ybS/a+NS5r1sfSu/m8eRPu3iblS2gHJXzjfnEWg703WHYu5L14dTFrRK0M3P9E5v4hmnLwsOE7Y/vwOZePvRJh6st6/aavDlL5bpTSjd/gkHUWdvn6fWNe3R+nf6c8utmslzGzpFY4dzNBtQ+pcxfnWLIq1pkpIM8qhPZZREmzeVkX1SKa1XEIPusOgJEC8Z/uGqSv6mbYDkp/IbYEZcuTGBB9/dt09scfePHh7gqXJNK5k++jsRvnPA3WY8Bc65x15YJKYGnMP3tI5D73a55EnkRj5k/z4cDrgHrwVvpLjG8nYLA9SpscAzYz69PiQabeIfcdvs+OMU8flFqqFChZbarW29wOn/8rzYbmxxqlXy+OVUR0i7a/tTiyhevo4eEuz16lx0Serw4E4/OuzaeTvNkvedlr1DNJ3Qa56W5coSF4y25VgRCab5eWz+BBmrYTAOIfllduIsxQH+slF3HKSvNv6knw4scDSl/Odksnuv21+bRn6qI92Fjg6tstQ5efGOVsOalv38yKKY9NY1xdn0CURbbpEw2kXcUf2iC4eUPFPx2zDFlSu3efJbTXVNbNfUxcT1OLVGzr0e3iuLiewdJyUW/utnoibGjgP9OndySdy9elrl1PuXWK9q3tHt3HbpV6GmuSLvXDGvjlRORkniA/gRr+LOns6sbyHef3XTcV+UUcxolEOZL6Girp0J69BoGvN4qvaxPWZH98hjIJedrlilihamdBl2vJ5HcyAkg6Glf88krdgKLm7R3RbwKK8Ysxqi1+eRJAQfxHWvGLrTNwapM89+GRKlOGMMumdqa2z+IpM9xorkvPmGq3GrLwekgYrdB0kJS6iDbZeXPii/1MZ5nWjk3Xsmom0I1f0nqkn51o2cYUmbSky9C7fs6+1E1ebfl5DUfHX/lCXZzTUjLH4Xt3MQQHjeE1daUc36Khbd9qf1zCjeRXX/73DnnrHp/feMd3MFC+NhnTtnQ6OZpt8s6sXKpha+tEc3vGTdBTxr8qgoO3MrMd6vxBbwaLD6cerKBYqaJzKdw+XSwhebMhDUxnlnK5VEKj94FS2uA3hpbqZyUlWiFXNsljOJHkduUnX7gx/9P8MOeS1qVkxwcdx0i/Nq1TDch27X/RgJMUu7hWa5fgKTbqO07xCc/6D2QF65HH0Rfq02ZPvLO3S1ZKKPee6V/f6WNc3hP0TsTkvBrhtT/qQLad63vXbzDjj1gEkrtB8r6/QzIk1br3KH70y0ncZcmXGElHPKrbXs67QvIOsCQ5+4NCoI/xjDYcfFg1/t1nyttPQyWB9F9nlWp5xEn2D6t9y432SkZ75F8/FNYNn2HzV70y+OiPYRy6SaH+Cd1tfMiY6scDQVyIZVjwl+96YYVuGPurz6NguQ5edl/vo5+xP64pHukLzAyXaTptpG5d7letxE3M6yc/p87r/bGBKXQMb3YLYu8D2QhyXxXXWW/7LWqQdbLmj35E9AqP/EDbI04VP724+kVcGkGxXstyBY71H91FbFV/m/4ea5JsVjcbPcnlb3o2fApRHyXbbyTmM60X18zctY4vBXcvm92xdsz7uqg8aoJcbKqBqRu/weedyKDBHAw/yGb39RiavlLxTRxYl8WqbXzQQcAL7neW4Q5vvqvPhvpfsXIZbH/tepn6tRPC56Ir7rkybjkyseC48spz98MhJ/gCOKZa3S3SY+D5wXWN7Vt6PLO/gl7NB++/N++XvUz6/2w/4/MzT5oQS+Chhp9lJY6VP7NW/jJN9sqWYudKzRvp5/TmAj48uF5zkPynbPsskn/uuJ8UQxzV1hfnT7st+NzOc5PfjKGpWkP6qpP3XBO8I17cjrPxB1zSGKJZC8dd9p9621N7LO5bZTzv4GQ4Kz4QBnciLAEn+553Vp8RVH8Q9kIdune0K1jafZ9L24XQKnOQPR693jNfPMskHetx3cR/yPx1H7+jvv1FnnOT/RuU/qU6H9cDBmxlgBpgBZoAZYAaYgZFhgJN8hnlkYOZB0/ObZWCbsc2YAWaAGWAGmIHhMMBJPif5nOQzA8wAM8AMMAPMADPADIwYA5zkj5hBeTQ8nNEw65X1ygwwA8wAM8AMMAPPiQFO8jnJ55E7M8AMMAPMADPADDADzMCIMcBJ/ogZ9DmNMFlWnhFhBpgBZoAZYAaYAWZgOAxwks9JPo/cmQFmgBlgBpgBZoAZYAZGjAFO8kfMoDwaHs5omPXKemUGmAFmgBlgBpiB58QAJ/mc5PPInRlgBpgBZoAZYAaYAWZgxBjgJH/EDPqcRpgsK8+IMAPMADPADDADzAAzMBwGOMnnJJ9H7swAM8AMMAPMADPADDADI8YAJ/kjZlAeDQ9nNMx6Zb0yA8wAM8AMMAPMwHNigJN8TvJ55M4MMAPMADPADDADzAAzMGIMcJI/YgZ9TiNMlpVnRJgBZoAZYAaYAWaAGRgOA5zkc5LPI3dmgBlgBpgBZoAZYAaYgRFjYIhJ/gHmgwk0Lo3Ryfc9zBUCVNc7BkhdbL4MMPfXT+N3xjsjpnAerbJtmQFmgBlgBpgBZoAZYAaGzcAQk/w2Gi8qaFzERrzcmkbgJvkH7xCOvUPrJn5u2I3m8lnXzAAzwAwwA8wAM8AMMAOjzMAQk/wOGtUA858UQDdHWBybxuKfEyivtdWs/U/s1gJMbXV5Fp9XLJgBZoAZYAaYAWaAGWAGmIEHYuDRkvzL7WkU/zzC1cc6goUDacD/djBVqGH3O48kR3kkyW1jvpkBZoAZYAaYAWaAGXhcBh4pyb/ASrmClVOg9ylO8o8bFRSXTnjE9kAjNnaex3Ue1jfrmxlgBpgBZoAZYAaeKgNDTPKB5hu5Xaf7Vw1BbQ9dSmZ1kq+272z+F8Nxvj4Rb+9Ria/vd09VmSxXbEvWBeuCGWAGmAFmgBlgBpiB38fAUJP8vQVK8un2nBIWv6hG/rOG4uQWjs3EXyT0tIffuY3nFthbSP6Ogfl9wLDuWffMADPADDADzAAzwAw8fQaGn+Q31lB+uYNLvSXlcgPV6jssvlTbd/Tvbw8wX93AOf2fZvuDOvbU7xoLAYIgQKC/j955+gpmJ2AbMQPMADPADDADzAAzwAw8NgNDT/LDsQrmPxl34FOSPxYiNBN/Strp93QgV2/n0b8L4ht65MoA0Ls5wdKLChY/G+Vy4s9nG5gBZoAZYAaYAWaAGWAGmAHBwFCT/NO1CoLyGo5NZX/dwVQQYvHAGdF9qmN+IT6UK0Y7n+rWH86KkvzvLcwXAszsXjPIpm75Z+aBGWAGmAFmgBlgBpgBZuAWGGqSP8iyBCXwwcKGtS/f3o/v37M/SB38rDOw4iDAQYAZYAaYAWaAGWAGmIGRZOCJJPmUwNMefIBu06mud9C7tf+YFv0+ul+fYRxJGHkQxoMwZoAZYAaYAWaAGWAGHoaBJ5LkG4du6bBtQDfqHGBezOzzoVuG/WFgZz2yHpkBZoAZYAaYAWbgf4WBJ5LkM3D/K8BxO5l1ZoAZYAaYAWaAGWAGhs8AJ/m89Ye3/jADzAAzwAwwA8wAM8AMjBgDnOSPmEF5ZDz8kTHrmHXMDDADzAAzwAwwA0+dAU7yOcnnkTszwAwwA8wAM8AMMAPMwIgxwEn+iBn0qY8qWT6e+WAGmAFmgBlgBpgBZmD4DHCSz0k+j9yZAWaAGWAGmAFmgBlgBkaMAU7yR8ygPDIe/siYdcw6ZgaYAWaAGWAGmIGnzgAn+Zzk88idGWAGmAFmgBlgBpgBZmDEGOAkf8QM+tRHlSwfz3wwA8wAM8AMMAPMADMwfAY4yeckn0fuzAAzwAwwA8wAM8AMMAMjxgAn+SNmUB4ZD39kzDpmHTMDzAAzwAwwA8zAU2eAk3xO8nnkzgwwA8wAM8AMMAPMADMwYgxwkj9iBn3qo0qWj2c+mAFmgBlgBpgBZoAZGD4DnORzks8jd2aAGWAGmAFmgBlgBpiBEWOAk/wRMyiPjIc/MmYds46ZAWaAGWAGmAFm4KkzwEk+J/k8cmcGmAFmgBlgBpgBZoAZGDEGOMkfMYM+9VEly8czH8wAM8AMMAPMADPADAyfAU7yOcnnkTszwAwwA8wAM8AMMAPMwIgxwEn+iBmUR8bDHxmzjlnHzAAzwAwwA8wAM/DUGeAkn5N8HrkzA8wAM8AMMAPMADPADIwYA5zkj5hBn/qokuXjmQ9mgBlgBpgBZoAZYAaGzwAn+Zzk88idGWAGmAFmgBlgBpgBZmDEGOAkf8QMyiPj4Y+MWcesY2aAGWAGmAFmgBl46gxwks9JPo/cmQFmgBlgBpgBZoAZYAZGjAFO8h/RoOfrEwgWDp6sE11+3MFe56mPzDtoVAPMf3rqcj6QfO0WNj9d342Zb2fY/nCB7iMynjer8Sg+8KmOoLqB8wdo97194j72ewD5hT1u2tisVRAEAYJCDbvdfDYfxU5W+w4wH0ygcZkvWx5jv+37B+RuuG14hBh6B+aG1uan4IMW60+X8WH5/bDKHRozj26v4cW/zCS/fbSD+ZclhIVAdBBheRYrBz8GSjhkGaHsYKiTGatg5v0ROo+uxMEcq/uhhup6Z6C22sBdYGW8jj2jnU8J9GT7ulifDDCze8eE0minrQdD79/3MHfv5OsROqh+2tLHM8fvS4MNRjz6udycQDDbRDu3viRvvc+LCEqrOMx917DRgz6blOlRfODBkq0BfeJe9huWDYD29rRk6Abo0T/Xxh65H8VOlhzD6+QS7bXq9ejjrt9ncudpH+m9EDj9TBebLwPM/fUzaae7ypV4b/gxNJe5hEwPaAenbDeGDhyXnfIejaeB6k3G2rvIOSy/H1a5uo17C64f/cRuLUhM9lxuTSOo7T2piS/ZBk98GMj+6f6TkeT/wN5yHY0vXXRVx9D+WEexMIvtr+kFaqXT5ynNXBcmUP+7jU6P3vmFzvkJmsfdIQaw/mQz5Uz+/Autt6ETfAcst72FqeCpJvkP0L47AHj1eRHh/0qSf9PF+svBVhzupR8Pb0muB2T4Dja26vTINOxgL+rPTLaGp4N72e++us54P9kB2jrwyf0odrJkHl4nZzFp1Wnr4d7PZXLXRuNFBY2LuE6RcLhJ/sE7hGPv0PINxh5M9uEn+XnM3VvXd9XFHeLyb5N1kDZ6Yu1d5B6W3w+rXN3G07UKymvtOK/8bwdTNDlt5hs3R1gcC7F4EPugfv/3fw4v/mUk+T5FDCAIKTmoYOUfXznx7y4/LmJqTK4UBOEE6h/NAQDVV8P6x1VUQ/VMuYbGURut5elohaFc28Lxd10mvVNH83QHc2XjnWNjBcIXjC83UBVJeRe7byqy7LCE4ngJxeUjCc9NF823E0a9Gzj8pus1Po/WUB2XqxchvT8+i802IEB/00RrOS4jfLmKlllGv3WoANA53ojb6ervgnQQr6KIurpp7XMCP+no9Raahqzl2gb2L46w9FKVWahgbtPcDnKN1sosytpWhjyXf9VRJjsXQqnT8VW0VBuIAcu+pq16F8ZWgwrm1ltovMpInr+doVGrIBwroajloJ+VDa9Om5jX8gcBqE2xDftgxwm8p9u1uL2FEFPLtEp1gpWqWgGjusdLmNkmrgfXjx0cf1jcB2EFM9tt9FJ467mcC7ZivwnG6v6tG70LbC8Yz5HPGTbxt9ngn3SUItMwfKD9OY4P4eQimrvv7MFkmk/dHGC+UErEKJrpk9vqHJ+4t/2AnuZTrY7a/MkYUV47seyciBEOgzIGGD65fqZWSi/QMFin7Tru6mSaX/ZlJ9UWuQ0oRPVtC5cZyWl+rJ/A0q4Rzxzuet54prhLs7HQlfTrvW9HWJqUepr//+oIxtdwbOmSZkPj2JIZW2+BXO6ssh2WRMIxjcU/J4zkRM4+Tm2ZfaDjV6pMYZ/XzowkrQzoLU+ZPuzIckv6cbdKuc8AmXE6amsKcxSLFg7QOdC+Gk+A5XMxaA5g6yyOoWlxOSWuRm0yysvi7Ms7FMfqaEb9+Q8034Qov78Q+QPJURW+rfr/gsdnssoneZz4Eb5Yw2FKrKXENdtmv3C8VUPZiEXNtWn/lmKyX6a/pPdtJEdsA9LlQ/ImbWOXD7T+DDH15ztUX2zgVNmx+1cNwcsdXPrs2u/v3D6V3otyx1iW3Bj+NY5FMu9tYnHM9sEs2wmW1tsQfbE7mHHa0n+S/72L/fcTCF/u9LXXVSyR5SmUnKJUw/a/v4QTXHVamC+FmP+oE3KCIUAwuYFjtRJw3KDVgQDV5RO0qUPpXaAxaXZexjsq8ZcrENPY/E85ax+G8s1E7C8nPqRKAAAgAElEQVSVUFxoyXpvrrG/PIHgVQo0juEj0AslzO92cEWGuLkWQSBcOolGoAPVIUarE2icKv3928TcWAmLX6idF1gph5j/W22/ufmJy/NOtE0q2T4nqJOOKClYu5Cy9i6wUqUkfQJLR7LMq9MNVAsmmD9xenSGtrAVcHW8inKhjj3d8fv0Lhioo6lWh9pHq6gWtK1+Ym8hjHV++wvHFIQKcUfsjsD3l0KUl8+kzLe/cLhcganfXucM+xdqKfzmGtuvB2THdKDTNZQpqOuVre9dnP6r2XX0Kd4bXD9m8BJBqrqmfAG4+tbGaVsx7eHNTfKJLeFLwi9+ofPvdcSDrcdrHH5pxyt4u7V4RiSzzUoWrSOPTKI9D+kDVAcxqHyg97WF+XF7BifLp6gzKKpOWOqAEj092+Pa8H726912sfkqQPW9il03P3G8NiF0e6p8pB/9WLZSMWBF+WTvu4qHxqxW0tcdO3n8Ml8O1ZYoPnSw/TpE0YhllpyDxHodt61YkB3Psmwsk4oKytVpNP7Rvk+zes4A7581FPUsemZsVR17DndW+29tli63p1H88whXH2XyK54VddawG01YOXbSfkWf9GxgP0tbMOMkJsOHHVn6Sroy43RSzgRzxFi5gurLDWNCDugNwkXfOYAtjxlDe4m2A5lx1dT5LZDNmfr+7ZHYDtL5VEexvIZj07eDkuiTRf+vchfTZ7LLlz4nchDSBfXp/6n+3RNrpW7j/snuW4HupzrCUvw99edi9tt3blAMSjP85TY7Nto2oBzNzBvIXrZ/5Mlu+5YziCDfKL1Dq9cSE75yy/QDbYPzxEpfkh9k9nGyrVFuRXngQknkVtGZpBx/I32GLyqoUj6q8i1XJ/r/uUm+MA4l2kGA4uwWDnVC48CvC9Sf5OTZh0zlrIU7syQC1asdtQdZJuzWIcuLDZSd4JYEyE0Cf2L3dYCpbeUQfRgqEaTErJ8dVHvtLVQdWXT7XcPT74Wc5vIR6dCUZcA6qDw7QQFabwP1O5msREm+Y69E+1wnI7nMBJ22X61VEFizR45jOnUkOg+zrepZkmPug7n/VO6DFr8zZ6aisk+wOObaVwd1jzyeOiMbaZtEQc3D263DTiQH0BNJQRwkzXITQct8L/rZCXYeWU22hW8YSb5Vny/Im+WJ/b9uYNV6y/k0y85ss1OO+Z5q80P7QDzrHtct9gNrP8vzKdoeYc5QmYme6xOR3XRdg9mvRwMkx6fEYJwGFWJg3keMcGQ4blSScVa1YV89m/R1Lb/6NDnp105kW1Nv9B6dAXF/J8q7Y6y3fC8jnuXZWMwc0nkjPQCX7XYHeMRS+Kdctc2OrUAud0qPsY+asYkGLBWsnKr4r+IP2dJM+OJ3HXuJslXSEsVOFafSVgEsXzRlobIdjkX59jOZcTrRViDBHDEWzGI7muWmeu/IRW4OYOvLjKG+uJwZV8225XJGifcJFksl1P/aQ71k72Twxj7TV/PK98YP1VbLvvJ32TaTvLj5F02SpeVtWf6SZNVmyraB/Z189368meWTH5UbtHpC9agVI9Jd6R329YSjaddBfvbESjfX89rZfI9s7vYDX2nQHvfP2bZT/cT4Kg77aE9ukh8Zr/cDp3/XUS5MYL2PGxBIyDRYfEaN6rFg9cBgfS9hNg3sD1gqKL9V225MhWsDO+UmgpT4Xm3/UYMesUxtGCZqA5XplEff2XIq5zRlGbAOoWNLFiWf6jQ6x2uYCgOEk3U0WvHMLMmSaJ+b0JhyKR0l5bcdk1Ym9rfqmBoP5XYZsWUpBtca0Igy5ftSj7ZuRfDx6NAXpE29UyDSy6P0++P3FRSXz6KVkqt/W1j6o4LimNo2RFt6rCTfkFe1W3Tomh31O1nnDxw2aFtLiOrCBvb0CoHRNmuAOrB+HGZuuthdqCAoVDCz3MRhR67gCFl8ujJt6PveaovikX7X66C5PItyKURYKqFYoi0Oenk9q81GGVSOp84kQ85AV7xjs5DlZ0mOBy2PBo3xDJVI9KLZ6Pvy7djPtIehe7MNufox3iO7m+9KJskGdtz0P2PYyiNXrhz0ji/2RJwY5buxRbfB4sOWWbfF9L3UeJbLjL9smi2MB3hqBUcNtkhn3vapWOHVqUePuh302XwjJyfEzLE+/EfvUJlq+0602qz6Cyt+aL2pTzGY1ZMuYkJkGpt6Ei7Thx2uHV6kzOYzOXHakYveT+jHqxuzDoOXPC6s7+V7Xl6VXPZ3njqz4qrZtlzOVBtoFpa2glorhE4s0OWqiax1WpHNK9+rQ1VnQid5NvPoIS1H0bJm+Ete32/bwOePpjx5shusaNn0ipiYzNKTsVSP7LcoL7C2wZG+on5fl3eAeT05pMt1P302cHRvt1WVbb5n/hyVb+okv/3eOqKydHvkZ/9JviqAAlV1M3/PoNiuE83I25Umg4jxvaUws+HqGet7+Tu7wZ53RLJXQqATNZ+SxeyATmQ8QcpTr2yHIbupZM/ztpzqPVMWzztZdSQCqVm//vnmJ05bG5inrTYvVrGvloKT75pO5iRKqqyk/PY7tNQYvm7iNFpudmxhtlWUab+faKtXHznvfDtCnbZr0F74Ugnl2g70VgixxE3bjb5cq+08buB15FXtNhONhIz0zPc29tbrqBYClJdP1Mn9pJyD68eVTzJz1TnD9vI0ioUSZnbVDVA+XZn69n2v2me3SW3DoO1wehnQ9663zY4veN5LMuSw5nnHls+uI8nx4OWRfeWKGCV6ccLvDijvbT/THobuzTbk6sd4j/RivhvryebY/4yhR49cuXJ43onrN8oW8iZ9QTxr2dqWWZdlD7rkFoVEPLPKceum//vLlqsoyt40u2asQuTpzPt9jk7onflPNAOvt1Sq1cDJLRzTfmGd+Ec6S044aL2IT5EgyoRGzEbrhF9vC0v1YdcePv3QQWG9Yuo+79Ox/buEfry6SSnXsqdHNut7Wa+XV+Ur9ncpdd4C3rhq+punXsse6tkObZsqBAjftKztkLYcSl+JJD/OQRJle3WoyknIlt5OWa7/e6+MkQ6M+Oj4S15stMv12PT2fryJCcSFA9Bh9ng1jOSdwPop3WKlE/+YF3cVQwyyEom/0q/Wgc8GTu5ot1W9b75n/qzLtWKU3zYmD946orJsmQdM8tUSTx9Jvliapllu4zYBU0j6OREIbgERrCa31OEIDwwJmN1EiN4JMP/RbKhc2szariPqNWahErKJEaKZAJjle37OlVO9Yxp8wDrEUn0U2D0yWEaXOtAzQ4n2ubNtplyqnCRYJozmz0oWZwkqOZMvl2vdLUcRJyoARvvUhBzkuLrz8bT5YNHZUmQ842mTvTzZBzuWTo2y6fdin6wO0q4+3P8DvVz9uGw79dFWEz3z4OHN0rdXl055om0en6MZHMM3Ivsk2uyU55EpyZCTlA/qA9Eh2bhuufyu7snvpzxayqUEjzou2kMb2di0mfmzqmtQ+5E+3GVaOjszHqD+WZaZq59ItoznxXLwYnSwPenrsa6ELT1+kSsH6Sxtq6IjY/+x3o3bGVvlKJHVt1fl2tjDtJJRbJF5fyG238glfqmbvNgqBv5OQmBxl6KD+cYayuZZNWKi+g6LL9X2neg9Y1aR7OP1Pxk/5z5ci+2o8bWbnvZaPuyy7HlexAsdZ3PidCRzzFWCOQ9j/XPhDHb6jStKLptlt+2xzFFcM+Oq2bZczuhgLCWUdEboAo2qeb5QxXLjIKioT92mJLbW5ZUv/No442bKltBJns3823V8XEd6oclS2lKW8BePTp3YaNvg4XmTSf4aVsr6PB/ZleSawOKf02r7Tmzr/7+9839pY3nf/r++yKKRWKLWWi3BNh+agxV7UERERKQ51J4ntKUVkSoiHsKbUKS1pGCF/nA93LMzuzOzk2xitWp6/VBidXe+3PdrZq6ZuWey+8wwJWVJOJcyLqzJBSzJLp7RSnb9nTFV29/Xjm5ddZ42/yE/qvZmylTkuwJdYHNxCfQQ+W28e32EU7MqKyvCO1WMpYcigVP5/+NuB3F/oPm8hKg0h+WmdYXm5zYOWzoGW7a1Rv2DtxKjbWInAzDkYPYrnDgtO2AI5A7eShrOoakDLE6JY41AkwM0cW4mLrPVaGoV70yYxLfvODxshe9cNZBbk5xC5+uDPX3noQ5qlTC/Y0Jx5DDlEQ5DX2j1eQ/1cgmL+wl0+fp5DdWGUkOTL7/9TtJppIdeO21sVfOHSWLn9gF98GpkEstmdf3iB9rHJ3o3QMNuDjtf/sTxtjBoBp+s0aYNUQltd6s9Xc1XjauaXgHb2lv1Dhr1wY7XgNJ81W0bL1BO76U/Tw5Zpgcgr2afvM1NnX/ieGMuu0M/wJvbISXtMX6U3UR19r9W1r7TeiWic958X8LnAyw/dNtG9zqbsunPQJmC9fFYG6idqThV++Ctbstm8tNXm5IY6RKmH5W8weDX+Xbra+2SSCylOXjrH87zxKPrR8/Gqg/IDsObg7d2qEBOcKW+1mmJAPTapVtu/ZzjJ30IsJrt3H390sbHY33uKZBHcV8fIbIOZib9dhU7Thy3Ycvvz3r1zYFxxJRPTfBmMD3uieyivrUP7ux2Ij+LH+LRCSz8a51BkrFoNFYXWji3fsjvhQOxuc+DKbssiskOwKMZTDsrlUVt2OZa7Jn83z4IqC6VsPtZGau79tPaJ1a5csw57FjP34gGsNLPhaD4/bL7rFzz7fSrVp3Eh737pu9qslUxff4nfTGD5le1qT4O3nYf/9vqu2zKf73Xu6xyJXk7Ob8Y6GvV4dUePlPs2Adv5eKOkh2+6tsGUIu34357KR7b3P7k+nlT7WQ0RvnZe0uPST4SOmwLf6mT/F60nvQLmeYTZtMrN6X9WWNI2pb70I5uXbUNHf5lvLEuNTGXuIgmNaHwBe0tmIfHqilzD5F/go3H+ipJmdnI1YcP62jom3AkgX05iJmKmgAQ0mBe1zGtYnq18BqdQM3c+KKvIbOv0Fx4Zd116mxh6PTFyJZjpBxuhZMOvedVbHKI1Lr6MC5XsbHfwLydbnsXC+YKThPmc3GO5spceuWU2GRaGlzQuHJzhr6GUCZG5gpNv8N2nC8D/yB5AOpKSH0tnMSQyheWbciBrssjLD/Q1+qJ/+IJzG/qm3KkvLn6JQ0vnb365crZWfLw3lFX3Gk/q+szj7DxyAL38jyJKVc8ZSuNrbermDW2ljo8fIFdE1vqXdM3u3KEneddRL6sosRzWLMY7XT0DTpq90muSsuuL1XXF755gTj1SX/smMbT2ZdOPJtQKI7MLS8yAH9aV2cixC8qHvAK9rHZbr2qZdeCKju9RNPY6TLPW04cquvZrKsx5QrN9P2s/WbX3EWI1DWGTdRHdWdYUOfUNqpN5Mtk1yd91mdtwDZgXzUWl2vY+eB10H2kp8qVO1/z63zn6quvhDVfMFh+vOpcoZt7Xuzo28frb76q64KzKzRnV9wvG8wJLu99udpVnfWw2mVf5VDXNGbtSV3puplcF5j61spLrpzs2dePvkDDvhLYuUKzoD/r6eMeIl/3YengbpW3e9+atJVC7qy0xB7q4gJnp8js5pnbnLI2KD5feNZb4Csbq8OaeWHWsw37/baU076eVMaKrSN181g6Hqixukc/7dU1x1wPhgu58NtloQaw7BgYt/x+uXe/6qbVa3xWYTqV9Sw8VJ8JM2E7qk093cyu4Q5eoVkw/vtXaJZX9Zcd5vta4aPn2Hr5HR/Xsis048er+Piq3nNSacb8XHspGNty/ck189ZRITPeRP0ymdCZw/RZn/RetS1b4GfCX/u7m8jvQzvm6iptw+e/1UTN6LZ4AguvDrAyZWul3r4L5uG1QVPfHiLfg7tLAiahu/PZq0O/r3ViufviSxrS02Z6yNa8I4NrLv4uyDPZMTbjJ9scGbg9BtSq4rN1FW6Qru4F+6zbKyP5GMz2gwgz2nYw2w5kL9EJUQ0r8r0Fa9aZtnSxT4ty+//3uO1R5N9j5w0E9p9Qz/2XGLO2H8U+X9UWpHXQracdKPLJ1A0OLj3ZY75kzzBgwgmSXepUiJCf3ALOfWKGIt/wfbuf4ge1Q2Wv1jsr7cOlAyjy2XHe647T7+QPX9XUt+fK1Y8SEhE/kG9I7hInnPP9cDVu3zb8/+0OLrQ/7d8fA9ah21DIaq7fol37s+vt2oki/3btbxjJDt1ml78cr8nKfnYtsB2mZt67r59DKPLvBkj3FQiWm/yQATJABsgAGSADZOD+M0CRz1WRoVrJZ6d0/zsl+pA+JANkgAyQATLw6wxQ5FPkU+STATJABsgAGSADZIAMDBkDFPlD5lDOfH995ksb0oZkgAyQATJABsjAfWeAIp8inzN3MkAGyAAZIANkgAyQgSFjgCJ/yBx632edLD9XTsgAGSADZIAMkAEy8OsMUORT5HPmTgbIABkgA2SADJABMjBkDFDkD5lDOfP99ZkvbUgbkgEyQAbIABkgA/edAYp8inzO3P9oBn7i3UYds+UI0cgEZp/XUXteRWUkQrnawPEfbRsOcPd9gGP5yTAZIAN/MgMU+RQxFPl/PANnWJuKEFXWU1F/9qqKKIowu/OdfPzxfFAk/MkigXUn/2Tg/jJAkc8BnCLuT2fgoomFKEL0fC9j4U3yFd/z//zIfven24n1JwtkgAyQATJwjxigyL9HzuJs+v7Opu+07z6tYiyKML15pjvvM2w8ihCNv8S7C9r8TvuO/RcFBxkgA2SADHRhgCK/i2E4sFPc/SkMnG5MqtCc6eUmGq+3sfiwhHJ1G+8+k4E/hQHWk6yTATJABoaPAYp8inzOgP9wBhpP5dBtHU1th6/7L1GWlf0ts7I/fB0fBzP6lAyQATJABoadAYr8P1zgDTvgrF9RJ36A+miEqLqLM9MWTIz+w22cmt/xk5NhMkAGyAAZIAP3igGKfAJ7r4ClaC8S7QP+/XQdFSceH2jtVBGNxFj4hzfrkLcBeWJ/yv6UDJABMnBnGKDIJ4x3BkYKqt8rqPa366g9nlDx+OXHcj9+HQuPJjD2YA6LbxiqQx5/L4+0N+1NBsgAGbheBijyKfIp8skAGSADZIAMkAEyQAaGjAGK/CFzKGfB1zsLvpP2/HaGdytzmN/mavud9A/7FAoFMkAGyAAZuAMMUOTfASdQqPwBwvyaOGs1V1Fbqqo4+soGRT7bDtsOGSADZIAMkIEwAxT51yS+CFgYsDtnl84JVh5PYuWw//Iebsxhdu0EX+8MK+/VN9QOJPL/18D8eAlj4yWUp2Yw/aj7v0o5eU6eVf+qjTtxy07rTR2V/2uifUt++Np8gcrzJlpD9gVhv9WunfeoT9XR4HcwcJXzltrxnRuTaAe2hRtkgCL/Bo3LzqSbkP6J4+Y6Fh6WEI/ESkjGo5OovTnD15N1VMov8fEmhNRFCytTEaY32pZgP8Ly1ATKco1kVMLifqDM+r3KauuOdEZXEPmXwLvFkjpkG1XWcVhk329n+LhTR2Ukscvyp4BdrLZzujWHsVKs0h9bOrp2O7X/rWGs9ALNb0k5Pq5MYkz5TMoXIS6VUHvzA1//raflkN9HoyVMr56o8nxcmUCs6iPfCxCjvHzglfMEW89fYOu4W12/Y/dZCfHT3zjReP8SY+OJXaO5xrVPcH6PXV17qjxHa2h8cX/P/pL2IANkgAxcLwO/V+T/W4MIjGNLHNy+Q0UwTWLlNDHs8dokomfvvcFfG/1Olr+NlUqEhX+vF4zUL60mNv49D9vjKn78vIfFioisGSw2W2h3dLllhX0qEWzR06Ylwq+vXsfyza4PN3GaE7hnWJO8R1+gmfubzv9/25iOJrBycn3lSW08sB2vJvI7erIi4rfvCcuXPdQfROhLuL+pKcG98Obn9fEitvm2h1opRu2tl+6nVYyJkH+wjkPHhol9oqiGhufP9s4coql17Bvu1Hs/8G69juU3DdRHS6jvNLH8fBsfnWe03y/2UB+NsfDmx/XW0Sm/x9jJuvpysr591ist+283blevHlbezb9iNVlKv5vB+tvV20X3/IY/zRseBzz/9BwnvWfvi+1vrE6D6oZBn+9h79M329ht/0K7uO7xv0dZu3PyHc2lyWSBZmQCywfF9bkxX16p/MXl7V73X3/3BkX+CZbHa9i1jXKN8F6fUe6XyD97VUVlrW0JjJvt3E9FGM810LL9eNWfT7YxW4oQlWrh7XrhI4owu3MD97N/e4+F0QjzrwJpf9vFvIjFniulP7BTjRA9sb406qp2+OX3rijyJV/ZKVGr2THq7/vsQOQu/bjefQKk6/NuUVacZ7Dxvz7T7dMOqsMur2LfE+wdfcd/TuSrCZlMGKto2EL94gTLD2aw0QqU7/MBVub0Tke5ipW97hPb/ZUJROOr2O+z/L/aV7W2ZhBFA/irz3L9Frt2K8vhKspRCUU7RHnb/cTx65eYLevdDbWLM4P5nbuyyxZgS9tg/+/SzS3GXN7gOCD9o7c49ztFVH7M627jPC/9P3tjdRpU9wz6fLc2dpksXs3udO/LXHvlNdu1jv9dy1ngow8vEI+/xDvpy/0xQKWZL/eN+fKqdbjF925O5Lc2MR1R5LuNqADmQhB+ovk8/q0i/9rKLwKrLMJrEsuH3oqsqbcSbZM3slp+9o98wVPNFX0mX+lEvC+ECtZbTULmsHXrYQa/IPIvgfarqppMRdcaMtHCyoNI7dQVhgIZu/f1mXATXMX+LLsrwpTdz/zA7jMjAN2dF9nJKS8dhXeJbJE/PoeV/cBk0JRXcdoltMs8c42fjaey89WF3Svn85vs2rV8iSjta4coTSMJl4rEPx/OcCYD/sUPnB400bwTO2w9+veLM6w9vMEd1xsU+V/f1hHfmsgPjXk97JyyMvgzNyYMBxXtgz7/C3V2xrmQZruutH8hnUK/BMpd+M4vlMex2T1I52ZE/t4qKjqONFaH9+aS1TMF7yoam1WUdWxsXK5iw+6gL87QeK63ZqII5eo6PnYTVZLe0yb2t6oox0moh5teeHVj91lkCeVBV/K7lf8MGw8jTG+5s2YlLmUVUnXCk1jZ28PilBYhcRKH7kDz5Qgr1Sx2OKv/GXae6t/H+kDk0h46pnPfttIdiTG9tOfG7+p0VZzySKwOEKZhK1/2sPjQCKMIcXkOGzou2W0ssm02k8U1xxOY3UpW0BIRPYetLgfqVDqy6vZ8LyyypLG0tjH7cN1bsf2Oj5s1VEqTmJ+bwNhcHYvP69gwW3Ynm5iWg6IjJdR23ivbTT+ZQzmexOL7TKg1n0eIHm4HD5AersoXQmnR9mUPy48nUC6XLEb0gKFF5Y2FRvXRYajbdZ7PqfCN6MEcan81vFCVfgY3LZbEH9Vrii/Xton/EiatMnTaaCzNoTw+g/lnMxjrwvyG/O1hFbMPSph9/hK1pd0krK+1iUrXVexksuOE5XxaRXmqhgWZcNjhVV92MS87SMG+RIfrvG6globrbOKdjv936qPqdoD6qN2HWPW1634tPyd55di9F3btbRe18+OJx7ytrTTev0A8UsVO0If6OTV+ZH1ULId87Z0bGTOebKJhtv/1GPPuxOoDRyYwv3GCNJRI3nnWxL41bmX9cpKv20/qsqjxTsJTD7BckfNHyRkROcw+u6VvxurVL/v8dE6w9SyrWyQ7Tulk1BvrevTpYuPTN3VMmzMtoTap8z79p5acV9Jnp8bGX6J5Caj6Pm1kYRTSlzx8iabtm0HqdrKNeXt3RtI66zbmAV8PG1iwxizXH9Iv1NA4tNKMJzCvx6qEsZ85fzZWZ5xQ3X7y2BU76/HcjAutty9RMXpE+Nt5kZsk2Zz387z4y6SZ+T3x+fwrN3RQdj6SsGiPictzNJdlbEy0UmT7vYtmy3Fd0L7k+fLqgaMTclx4XLf31zPfS9tbO9La5RyN/8u0kNIufih1r3IX8TmI1vTKbPvvrv98MyJfDKJWu+wVNqAjnd5IhOm/D/QNFT+xvzKJ6NF2Gg4ihwPHnukbLC7O8W4p+ftpyMiF6fmQJ53vL4n8HuVXQtcRkkmIx/SmdOhJWVSoSjtZyf56KKETJdQ/6EHh8gwbjyJUjH0ufmB/ddJZHXXLLu/pdMdr2PpPr5B/bmJhNM6nu6pviOm0sfUkxtiiHDxMylhZMbfH/ET7uJXGrduNXNWvsprGM3/90sKhGUA/vET5QXYw0gVfC5WuYs3UP/8phyUlfn9N1U2HzERmRUz+X0Lt7Yk6lyBCfeFNMsmSrXEJ19hRQk3byO8gFFPnyuayUrrbkYO5JcxvNFCXcwO5WO891EYilO/MAdy8vVy79/i7isdOOns3/KvHO6E2aH4nbTGKMP/a2qX58h4LpQjxo82UmdNNCT2xVtilHOMSBtVAS7ZjvzQwqw7M6vMRKt3szIxbPyPyze5KG2tTE1jcbyVnLFJOkkPHSTvsVT85eFvHVuHNS/oMx9OmO6ExtrjOTx2SVF5JDg+r+t87u4ZtrkIBAucmXB9n78pEPTeJ9Gytxo9qA8cqTOsnWq9rGLN3rDSnlbQvPMGyOiM0iUUdopX0yxZz1jvJ7sE5Gs9Katwy45LdT6bll/fSSUxoLNL9fVoWu1/O6p2md3mOjx9ayQ7GJdDaMWJOnrXT792ndz68wFipmo4XX9tNLJTknEm2KJLlqcfttB5JuVR9R0pY2NGXGFyco/E0RqzGFHlmkLrJrlKMhdd6gUx2Z47b6SJVfswDOu0jvDvR4vbiHFtP7Em37hceruKdXnT6eriKioQS6v+f/VtDbIWNis+nZRJmjxGFeUygXJnByidLZEt7HZHb26yxWPo3z36pfft5XvkrC3Ft7b1EZSQJi1T9qRNC+gM7TyLYmsNMPmSsP9w7SvrZS+Dr/kuUZdwzITABzeZzXdS+irnwuJbQypFJLJvwyG/J2Tx759YvQ2o70/a7lbsnn8mY0LfWNHndw89bEPkWVGIw20EX77EgK4fZ6P8AACAASURBVDX2CppayfN+ZwwtnagNqZ+e0/FlcLmdhnQIWYfeE6ii/FT5J7BsRIKK9TYxykkn7AsqEaNpxyhxqn59LiXeLBPsbtmlTuF0nefExn4M8du6jitOOoVM5Gd2ksZk2yNZIchEfq6xGb/4n/rgYC5G2n/O/790bpF76FOtyEdG1O1hcbyO3c/5mHpV7lTk9RDnymcRoqmXWKlOJpOE/Zcq3+nctZmJrZ2BwC/zZSIUa8/r6Off4j/2+QrX9n3bN1eGPtOR+HwV7vLrIVL5ePxkkJcY/TUzEZRyGsGkz5UkN/5MZLHZxh/6fERvIaj9oScNEoY0pm++Ef5l0rHwRvcx1uT0Ouyq0u82cF/VH4H38vH4d92uP5OdN1kldhY8AkwqFrK+t7dfwv2c8470tyKw9CUKyd+06DE7rIE+XO3kOUIpySsVR4F3OqZv16LR7ifTMsl7KSNemuLrnv1ywF4+H/bY6Yx1vfp0PQFwznUBqm+3FtvSOkieTj2Scqn6pnXTZbWfG6huyRiXinyvns5Y5v3NlNO1fyLyU/+pd2z7a/t4NlB9mC3yvbxCefjnx9TikpeGasO+rXTa/Twv9XdX65NFBvU7df7I0keGS3Uuyq5ziCdX+zhaTJfPqXMf7auQC8+m6nyTZ6+OXKgw+gLvQmXw3lf+d9pBn3wOqjVD+d6T3/1+ke/DbjtI/ay3kpT4MD/7HXegUzEGt9NzOr4McrfTcEF3oDZpmk+7EzO/c/ID5NYIs+qmGnc6eIQbnOpcpzaTMJJQ+peAXV7756SDC6frPCfpOvY0dtU7La1dLEi8fHkOizvZTF/Sd+xxcYadZ7KyPoHZpQY+6h0J09F2/TT551bGj7D8wLuTfXwCi2pnw6za2wcOZTAIxH3rmHp7AqXimNOdg6TTD67AmxtaZNv++Xsc2xNM4+P0M7G1hIh1rWv6bMbbrz4b9p3xofs5aF6HcpuUsGEYvFL5tV0eWIdj1cHK/GHmRLTrVTc1aESIxq0rU7U/jC8Vf11Xe3W+IvIPD1Afzw7VCv9Sr9mdNnaelFB/b+0wXKmOrj9V+jmerWc+v8dynxO9jf3uZUvqYR0gvg921RM10w92ZVL1C9auTk+/JL42XATT9Ppi84zThwX6WOfvqgxJXqlIDLzTUYsvEWpvE5/n0/DFsZem5GP6xVzf7O2AG7uYEK1SrK6MTa6sNc966Xft073nTNpdbKdsGKh/YX0HrFt7fxXTcYR4qoaVZrZbIfk7Y5ku79f/mlh8PIGx0eQK5jEJQUnFojumJxzY9bZ/ztqsX6fB8wiXNTRJMmyG6uY+n5Q1NAYkbSHZiTaTAHey5tVTIiM2a5gejxGPyrgrIbqWtgow4Ngk8Heph/2M/bOpo1ufzN7y92D9L13/BdM03MpnoFzBd2yO1Tvu2JnY2LKHncc9/vkOinzTabkwpMDYxradZn7vONyDXD8jAjAbLAYAqjA/oCODsJqF6sb3j9nKC5flt4l8f3Jl7JV+/kTroIHFRyVEpTls9bhS9Gv7CFtLMyoOXkRU0DdpusmNLmUZyLqJojREo45mehuKCfGxBE6XuG8npl7lq99N43e7i/xEdMao/WNuV+m1qq073N8s8gvta9t60J+/NDE/am0vD/q+PB/wiyPm0zSTFbT0phg9OYuq2ZWpyXvZoVbVWXcV+Sa9COUHE7B3oxImIow9mMCYhAKZLem0LH30Lz2eVeK7G8893hvMl/l4/HthVz1RqxXd3qSEYL8iH1DhOmk4SMB/Tt+f/d0Z8AN9uPN35Tuvrw6805fIlytl037XS1PyCaabldtlRYe/LB2k4RauuAmkfxnq00PPhYVSmn+gnHmbefUJvJOm1619XPzAoXx/igqVfJmeickJQR3isfjhPD3f5ZbHHdOTfO162z9n9nbSuFIeXURrD1vk6pbjIlxW25ZKQ6jFxKQ/NILf7PKbyarsmsZPGjhMF7I8OwXaj2OTwN+lHPYz9s9pGQet/28T+QNozW7M3oPf3y2Rr1b2BrhWLQSPA2KogSSrwTcm8iUW8WGM+j8Sa2aHJiVl8VeT1X3RZuCSsjvvSAeUlNesGOU7hVAdvc5Grf5ZW3oFYEqZjH2Cjda8Lwfh0kEs6yzTxm2ekzrom3Wc0A3zdwkdkkmAJfY6l0mIjTMx0Pewy5VgzcVJfV9uFlOfXpeoRcbYX+aQb3LzS/4mDy0Szc0lOqxI+eh0G7NP/G96TXyRT8eu+z0K11H35mfnGPJ+s+vV42dph/rq049/T6qdGCNGVbiM8bMcfpW410fbyZkP7fesTXj+kPeUz014Vr4MSmwLO/JFWekEUQ88aoW0y6Stc4SNp5P5W5XO9rDyWA5iZ6u0ebvocva8cjVf1nw6Bc+oviwJVzt9VcP89hnuvF3lUKdcu6sm2AdYfDCB8njYB0qcpKF3Bba4BNSZIDu+3nBlPtUOgr8Sl/iqsqEPugbGjHwf5/Wpim/vOxdUmEQW451PA1ChGGn/6KUpZR6oX/YEmbyvJslGqATSN3a5THaYTZ+eH0N0uE633by+bOaJ/IHq5vs+ucTCiNNceQPlcUNtArZydvU1E164jhM6c6U8tM/THYWkXorzlAO3rk6e2l/u88mO9tjf1pkcy6+qT1G6qYqdtvSv9jhvM2H/rMugFmes9uJop+QZh+s+2pfzvClnwJamLww+L+P3SF0d8Jbngs+YtOWzqNzmWbscg2pNk8Y9/Lw5kW8Asm/OsY1sjOU5SMXoTq3inQkF+fYdh4et7KYD85589pGedBDp4YrLnzjermJs5AZX8uVA1NYM4tHYOySWNLK+Dt7Kao2+Hk4dvLXuCJfOzP3GzUDjzW2DJatAY9VsFv/1Sxsfj92bgFTD67Sx9ljCHJK/dW9gP3G8MZfdod/z4K11P3v5BXaNb+XwT/sAy/pLsNyDkTpcp/QSH8XX+rChOrR5uId6Sd+ycdHEghJzWgjqQ1juFx7piYAziZBOzFsp1aJThKnECtqHf5RtdF5uOd1O23ReN/IpW9RamI49rKmY/wXZeZGbhD6YHaN+y5PcsJMeQLTb1YA/J8JTQmYsvygRZB1SllCvagnReD37jgQdrmMmTeqbUMWXtnhWQsY65+KVLTmjEWHeuws6EZARsolewC7Sf0T5tFWYnTNY+u8mk8aiQ6C/zEDKo4gefW7hzttVT4AqL7D8bA4LTyUcLNuZsW2idlucL6A7w1a1hNnNbruDbXWDWfSgjq2D7ArN9ucWjvUX/pjVSufgbbqjFx4z8n2c16cqTuQL5E70tZ35g7dqLLIPcv7XwLx8J0gq7pI+yO1TBuiX9WJPyvnnAyw/lHCDPkS+16erg7ej/sHbLt8hIu1N2qA3ucrbzLftIHXz2tfnPdTLGTO5MU+JwGp6k1trb9U7NFsk8vWEMeQvI9CvlIeeuDkHbw+wKONbyoFXV5kMFT0vZ9PkcKrZubj4gfbxibUin4yV049mEFXt73GxOU7aZXqFsFy+If2xfYYloNl8Pxe1L/951d5DOs3042bHxDt4W7YmNcE0zfvy2Ue5Q+UYSGva+d2zn29O5F/KzTD6ui85CS6H70LO9kR+5+IczZW59IpN+fr56b/ep7fv2INEX+nZV4npqyWbf9vXI7odQk+g+im/ACDiReLB01tzpGHrBrfRRK3XFZqdE2zYV2g+XnWvJWvr+HkRQ8+tKzS9b7zNrX6o69eyq0kjuf5yU1YHzrHzVF/vJmlqG5nwBtserVc1qNhHJar1lWnmtgJZcR3pfoWm8ltrDyvqGsUkHwmxmH62jt2T73i3NIfFfa8D1HGl5cdVTD+oYmVHrtqKMDY+gfRQrA75GKtMYuzBHOanSqg8a2A/3ZJM0lQHfMyEwTRS1cFE2XV2Fy2sPY4x9mAS5cf+t6IC6kCQiMJPXjlNer/j0wi/1N/6nIJft4KySCx+Nvktqs9PtD9/T2/1cNqg5PO/XSyMRxgrWX6R+/jfv8T0aIzyXBXT43KOo2kNTEme8kwlLmF6bgaVyoRaWXeEkJ4I+AfcTBkUn1PryN3NL23VEybmHfOpVtGsFSPzezVxmNrs/s3cqn33EEUFtjf5FH5eHKlbo+JSCeXn+saxO29XE2YXY+HfH+h0vqN1FpqA6snAk930FhXZtZTvWjCTvqB9JK54rZpc62j6odIMVsxlBzJ+WNf8Soz3TsFCk93HJXna4siMWy+xJfnqq5/dKxuFZfd6YXVt4NtVjFni7uzTuoo7l12idKGga7+cb5NJW9FxxOr6zCbqoyGR37tPlzrKtY32FZoLr3p9mdh5chZLjQ/JCmveZsZO1jfa9103OZuVXeEsY9P8prntTW7S8cc86xtQzTXbb14gNgLdC/cI+vTyOz5a/owfr+Ljq7oV13+VPBKf2dddxuUadj6so2Jx4HPdz/Ott6uYVbvhif/jhy+wq8delZ70d+lFE4Ydj2N1TanmR12feYSNR9ZKfkCz5fxc0L5yz0tfGNJNVh/51b7qVM77rbjXfwfTtN6XW4N8rRl8xy/HIFrTyc/Y93583qDIvx8G8BvctfxfwljU3fi2DbwGd4+huRYbXVP9VWNOD9ja9vZ+VtvH/cf/huqo8rJ2VULP3PTv1OqnmTQrG+ovocrx5tXfsvep3EIzFZjEWM849ZC7539DvdUKem7VV+/oXPs5CH0NZnUXbbULNaEE2eGltufoBBaezmCssoqPVhiQsosMFvbqcDe73ZHf/1a76pC3hY0G5kctMevbQh/ODX4Dtf/sbf/fFwe3XR7mX3wOjDaijciAYoAi/7pB6CT3vE6bLztJ06fId4RjapfuYrT4+UA8ftd09fbx0tHVOj/9jb3pClzXfH6lPkXv6tVPe/VZXzM6u6NjjgvKpUJirG3qIhvLKstsKYK9fVr0Tl9/P5UzK3IOYzc5PPflAHVZqQpNPlQdu8fl95Wfbxe9Gl/5axULj2tYkC112Q1xVullly/C/D/27Tff1T3UPcOA/Lx+5/9v2a4qTErt6CX9XfS8gY05CeVy2Vbfuuydo7iSH3+HbSnyr9Zn/g7fMA/6hgz0ZIAi/9oA0YOafJus/22zKg+K/GsdxL81UdPfqizblPF4FVvqbmBXTDh5yr3w+ktEnN/3wcDp1kxYgPbx7qB5dX9eH0Yer2HjdRNbazWUS5Oov9ZfSFNUFlX/4pt0vn45x/FBEyvP9PWaNxGipMLoSig/qqH2TL4RNxzOk9giOT9wrTHwOswrimvY/QZIndsS4iW/NzslKtbTW42WCccAk6TuvuzBaZEfe/39lu36camk4o/3L4HDjRlEpRIqT3fdb5q+OEC9dA0HvnvZ4Tr/RpHfU0T8dsav07dMi74dcgYo8ofcweyAXTGlVrIrgRjuXhyIOB7PvnHw1myqQyHS3QRzyHjcvVkmWD7rG25lUjTQv98QqhMss+2T9CagLt/KaT/bx89J2FMNa9vVTNSbmxzM+QYRd3b4kBz+lptizLdZ9pFPYb1uO41rtmtxfa/vwHdxXm7b5/O0BxkgA38aAxT5tz3IMv/fvpKQrtr2aftBn7+pTiSJrXZvgzH3wRfeSd5nXW+q7NeSrtwq8fl7ejf21dPUYU9zDbTUwf8ItZ1tzD5Yx/9TOzby5XQ/sPssVjf9nBrbffuO1hc7dGdIBsxrs2sf9videRm/8fO397FXb5t9MER/0p9koG8GKPIJS9+wsOO+3QFIbkyK7Hj8zhEWJY69so79a/6yp+H29REWS3KN7gk6cqPSQ7mxaRIL/5ypq1pr4xOY/785VKrr+Pjldn0+3H6gbelfMkAGyMBNMkCRT5FPkX/XGfj8HsvPa6iMRohGJ7HwvI7a8yoqpRKmn21TiN51/7F87GPIABkgA2TgFhigyL8Fo9/krI1pc1Ugx8BxAwvy3Qwjk1g7pX1y9mEfwMGXDJABMkAGhpABivwhdCpFDIWsz4D62vcB7tJ33u98x+FODZXlAw4C7C/IABkgA2SADNwTBijy74mjHNHFMrODGYgB/cVP6huSB5wAHTZQe17H9Lj5huUB3x+onEyb7ZwMkAEyQAbIwHUxQJFPEULBPOwMXDTVlzpFpRnUqpMYq3r3lhfW33yx0R5ZKbQVB6frGpyYDlkiA2SADPwaAxT5HLQp3IadgU+rGDNfaKWujJzA8tsjNF43e/w7wHHHdC4U+RxoDAv8JAtkgAyQgfvCAEX+sAs81u+Pn8So+/XN1Zv6m14Hu1efIv++dOgsJ8UHGSADZIAMGAYo8imC/3gRbBrDsH6q+/Xli5/MN7qOzGHr8yCdIEX+sLLBeg3SDvgseSEDZOB+MUCRT5FPkT/kDKibddSh20Ssjy0doNMuCtfZw+E305lR5HNgMyzwkyyQATJABu4LAxT5Qy7w7guILOcNdponm5gen8HC00lMP2/idJBvx1W36+gv4irNYOH5OppnN1hWtkdOuskAGSADZIAMXAsDFPkE6VpAokin8CUDZIAMkAEyQAbIwN1hgCKfIp8inwyQATJABsgAGSADZGDIGKDIHzKHcgZ9d2bQ9AV9QQbIABkgA2SADNwWAxT5FPmcuZMBMkAGyAAZIANkgAwMGQMU+UPm0NuaLTJfrlSQATJABsgAGSADZODuMECRT5HPmTsZIANkgAyQATJABsjAkDFAkT9kDuUM+u7MoOkL+oIMkAEyQAbIABm4LQYo8inyOXMnA2SADJABMkAGyAAZGDIGKPKHzKG3NVtkvlypIANkgAyQATJABsjA3WGAIp8inzN3MkAGyAAZIANkgAyQgSFjgCJ/yBzKGfTdmUHTF/QFGSADZIAMkAEycFsM3GOR/x0fd3ax/+1q8Jy+2cZu+2rv3pazmC/9RQbIABkgA2SADJABMtAPA7cj8r/tYr6yjuMBVtHPXlVRWWtbW0l7qI2UsLhf7Oj8u2dYm4owu3NupVecTj8G5TO0IxkgA2SADJABMkAGyMBtM3ArIv/r2zrigUT+TzSfx57I7xeeX3m33zz43G2DzPzJIBkgA2SADJABMkAGMgZuTuR/2cPiwxhRFKl/cXkOG8fA6T81lEcjRCMxxsZLGBt/ieYl8PWwgQXr+XJ1HR+/SEHPsPN0AvFIhCiW50sYW9pD5/I9FqJJrJzqygTz6/ZuGyuVCAv/ZoZo769jvqzLOxKjvHKUrPKfbGe/jyLED1+ieZa9R5hoCzJABsgAGSADZIAMkIG7xsANifwf2KlGqKyc4KsKyfmJ9nELpxcagH9riPyV/PYR3p38SIT1xTm2nkTOyv3uM/f/rsjvnV/+XU/k/28b0yMlLLw+T8r77Qynn6WsJ1gux+r3ynEXP3B63EZ7gDCju+ZwloedEBkgA2SADJABMkAGhp+BmxP5ItJTke8ZMiTyPeF8vDaJ6Nn7NGY+L9Ttlfwf2OmRX/5dV+Tvr0w4eWXgn2B53BL5Xhmz57z68bnUb7QR2SADZIAMkAEyQAbIwO9n4IZEPtBp7WKhHCEqz2Fx5witjlW5gMj/+l8Ti48nMDaqw3jiyBHeeaFui/ze+eXfdUV+/u9ZWdv7q5iOI8RTNaw0WzgzuxEU8hTyZIAMkAEyQAbIABkgA3eUgZsT+arCP9E6aGDxUQlRaQ5bJn7eF/kqXGYSix90uMwlMNhKvhHl4fzyIr5/ka9mnhc/cNhcx0IlQvTgJd5d8dpOzmKNn/hJFsgAGSADZIAMkAEycJMM3LDIz5zX/Mu6HccX+f7/L4F3i/FgK/neLMrOr0jk7/9dcvLqbvAzbDx0D+x2fzarO5+hLcgAGSADZIAMkAEyQAZ+JwO/R+R32lh7bN1L/+EF4tEaGur2HKDzaRVjI1VsqcOuQGtvFdNym44Vky+iP37atA69euE6tsj38su/667kd043URmZQL2pdxI633H4X+AO/c97qJfN3fxn2KqWMLtp391PeH8nvMyLvJEBMkAGyAAZIANkIMzADYn8c+w8LSXXXsoVmiMxppf20Erj2c+x82wiuV5zpI7m5Xc0lybT59X1mW9eILZEfqetY/wlvef+FZoF+eXe9UT+JZC7QvNvuULzCMsPsmtAo3gC85vmxqATrDyIMLakr9q0Jxn8mfF5ZIAMkAEyQAbIABkgA7fIwA2J/PCMgjMt2oUMkAEyQAbIABkgA2SADNw8AxT5tzjDIuA3DzhtTBuTATJABsgAGSADfyIDFPkU+dxKIwNkgAyQATJABsgAGRgyBijyh8yhf+JMlXXmCg0ZIANkgAyQATJABlwGKPIp8jlzJwNkgAyQATJABsgAGRgyBijyh8yhnMW6s1jag/YgA2SADJABMkAG/kQGKPIp8jlzJwNkgAyQATJABsgAGRgyBijyh8yhf+JMlXXmCg0ZIANkgAyQATJABlwGKPIp8jlzJwNkgAyQATJABsgAGRgyBijyh8yhnMW6s1jag/YgA2SADJABMkAG/kQGKPIp8jlzJwNkgAyQATJABsgAGRgyBijyh8yhf+JMlXXmCg0ZIANkgAyQATJABlwGKPIp8jlzJwNkgAyQATJABsgAGRgyBijyh8yhnMW6s1jag/YgA2SADJABMkAG/kQGKPIp8jlzJwNkgAyQATJABsgAGRgyBijyh8yhf+JMlXXmCg0ZIANkgAyQATJABlwGKPIp8jlzJwNkgAyQATJABsgAGRgyBijyh8yhnMW6s1jag/YgA2SADJABMkAG/kQGKPIp8jlzJwNkgAyQATJABsgAGRgyBijyh8yhf+JMlXXmCg0ZIANkgAyQATJABlwGKPIp8jlzJwNkgAyQATJABsgAGRgyBijyh8yhnMW6s1jag/YgA2SADJABMkAG/kQGKPIp8jlzJwNkgAyQATJABsgAGRgyBijyh8yhf+JMlXXmCg0ZIANkgAyQATJABlwGKPIp8jlzJwNkgAyQATJABsgAGRgyBijyh8yhnMW6s1jag/YgA2SADJABMkAG/kQGKPIp8jlzJwNkgAyQATJABsgAGRgyBm5V5B+vTSJ69v4eQ9XGSiXCwr/3f4Z8p3xxso35coQoihBVd9Hut9H9W0NUWcdxv8//Qc/dKf8ObPf3WIgmsXKatLP7URe3zLeygnTRwkZ1ImlHI1XsnLn91F2w43WU4TrSuIp/bivfq5T1Vt5pNbHx7/nVxvcvR9h6dYKzQfuKX8mzz7xO32xjt+22Jce+/YxDv6GcTpn6rNudfqcfu16lnjeV7lXKcgPv9C/yv+2hVopQWWsP1Ghbe9tYeBgnA42IttEJzP69p4Tbfeskz15VvfpT5F9/p3COjUcRZrf14HDRozP1G8R1NtZvu5i/rxOGQNnvW1tzuXIF8/XV5QTL4zXs+hxdy//dMrv1GYDpXyhLa2sG0VwDLWlDgXZ0fXa8en0GL0PeZ4OnkS/v/t+l3os1Q9em8jawGS20R47LvF9ONyYT/nLP+nnn3+28rSMqvcTHwnfdtPrP033Prnvvn8+wNhVhdiebvORs1cc4dPPlvGr9rvBeoG30tuEV8hAO+rDrlfK9qXQHZPdKZe8jjz5F/nfsPiuhXC55Ire3sw5lpX5kErXXLbQ78uxPtI8P0Ng/UxOF6+icb8ow+XR/ovk89upPkZ+3U28mip//BXF0jY3169s64nsq8kNlv19tzWfIZeLa6tLaxHQ0vCJ/91nvRZlrs2MfA023dj9wGQI+GzgNv7wXZ1h72HtHdvjalN/GrP/3YY+cPwN+yT3j2938/1feNWnc1mfIVtc4DvVtw9uq/yUQahs3Uu6bsutNpXuLPrHt35fIb/9bw9jUJnbXJj2Ra3UMfoX+t43paALLn7o/ozrnpw00lyYRjyThGfHDl2h+sd65OEPj+Uz296k6Gi3r75dAe38d82W9WzAygfm1IyvE4zuaS9n7UTyB2a1WuhuRvKtDQ+JJ1N4kExDbSJ3LM+w8nUjKEJcwNl7C2NIeOpda5G/vYXHK5B9jeinZqTBp9JeH1EnSm8DK3h4Wze7HiJ+eK3iSPNzJhth1bKlhbdXHqDxv4vCThMHockpdra3UxBebaDzXvhhJ3jm1VwC/HGEl3f73/y7lqmH3S2aLYBhTL38ermN6VPtCdn2sEA1jS/Wpy5Ey82A1WfFxGqtrE/O+K3zCbJz+U0NZyjESJ74ef4mm5vv0TR2VWJexXMXK/veUJbFhZa2Fw60qysKzmiSE8zDlcT47J9h6ZrHqpa/SNXnnuEjaRLey99XWevrXbXMdFVKV7dCpdqvCQcTuJSzuWCFXql21sL9ZRVmXP56qO1veXw8bzo5fubqOj2k/4DKv6mKH+fUsdxf7762iMp6UP5b2PD6HDadfSfiZf/Uj9a/4SnbzTEjYL5VZeHJ4ldV26euyvtC1gWf/nv3eCVZM/6HaUVjs+3ZUizJT69hXCzJefj39nRfIbjvz++gY5ZWjbKGnaAwwY0sXn/XDdndfHWC5Ukr69tGkb5/dcseA39amTL8m5TDtXH5WYw3QvQ7iq6T/bRxa7c7rP5y+5hJJP2XySfuTbvY4R3N5Lm2/kT1W9vKL1U6D/VeXd8Ntw+obR2u58DOpX45p6YtzdXTZVm360TZahrOLPdRHI4z9fZK1/U+rGBt9gXdmzFchul1spdr1KhrS3xldU65i4yTL1y2n7TszPk9g3tIpvu+SviKzh/Snji6SMjxtYt+qf+yVYaD+RsZ1q0+Jy3PYOAa6tY3erErfWqRzgNbbl+lYq+q388JZeOudR3c9UpRuztaGi3v6WSzyv7zHwvgk1k6TBtRvuI7ajnq4jdMehlGgj5SwsNPGV3nu4hyNpzHixYO0cb1bLGGs2sCx3glova5hbLSGhhEAMpkYmcTynt4++3aClakIldVEyJ/9I4Pyajpwff3SwqEZzPW7K4c/VX5f/2tgfrSE+oesMdoO9wcuI/Kj8Rq2/kvS6HxuYmE0ztIYKI9EIwBt/gAAIABJREFUWPRMT3XmWXxyUr7kPSOqlV2jEhbeaJuoMkWIStW0nK03NYyN1LCrRXz6zuvzxBedNraexBhLfXGmwmgqqydd/i6NagLlygxWPrnCyLZhoT+D9bP9kZRj7FkTLWHi4gdO/6fr6Ygm1yamDLYPe7LhpKXz//ACY6UaGp+T/7f2XqIyMoON/yX/FxvGDyZQMWUTUdiLv1zbOMfHDy2caZ+0djJB2TlcRVm413l3vp3h8L9sgmHqpz4DZS9ua0X+tX1wguVyjIXX2u7ig+O2nlhrhm07va4pETX2RLdjaefPSu55nPYR3p1obi7OsfXEFqbCVsa8qksqHnqXu6f9T9dR6bGSf7o5g+jJrhUX/AM7TyJMb2oReOUya1t6flJtQ9gR/1+c493SJKJHXfrQgn5POLBZd/jQ3Nl2PNyaU2zvmn7VYbPY36bvMfk4eauylhQvqp//doZTzXExlzZ3QCfgs77S6OmrcF9h6qI+PV/J74rz7c2mk/4l8G4xRnnpKOlfL3/i49KEMxZ2etZB2kiESCZp3xKbJX181j85+fXsT0L2+IHDvaOkz5XV2/2XKFvjR1e/mHbaK7+AT32RL20jq9tPtP87txbyMkZspvvuMz/LgmQNDbOg9eEF4rKMZdn5rixd3zb+//XkfSTC9N8HSVu+/In9laQtm4lElp6UXfvu4Sre6Xbx9XAVlWgGG6a/d9qjsFKgi4TXgjL039/8wE41QmVFj/0qIqOFdAEw0DZ6s5rYrKfOESZGJmG0mdJV42bhTPu7sD0E9Eg/6Xq2dtrNPfxbgchPwnSm9cqGgNmvyJdOvuhQrQLdakjKmDYwEusljtYH7hJj64F2KxEY+ysT+XzSWbdZectEvu0wyd+ZrV8CzefeDN5yqjNwqd8nsPo2sZ8bLI/i9JIOwbeJ29GE7Np46tcrIJx8X1h2VJ34+Cr2LXuouMn0d0lHNbvTRXjKe334M1y/rBNXHbc9uNjlsdlxVlyy923fJKuyYTb8QUa4kXfdld0kPtP8Ttl9/CU+msEiXfntkodd9tDP9uCnfGGJ/NDz5neOHZK6h5hw6ih5pb7U9pK4WP93Kg+JobVEvslXfQYYvmhiISq5u3qBMvptM+s/Aqwa8VBQ7p4+tu3r1EHXX8RpVMWOFk2KXxl49aTOLq/8rGxsyuVNVt2/6fRtG1y8x4IcjjV5SXlam6jY+VtlLOr3DK9+32SX2ZRJ7dRKP2utNNrPdS6L/d1L5AfLqutSyKVVZ1WmgM8GTiPnK7f/dOse8FW/ZS9g080nUAabD98OuTok/a/rB3esdPLr2Z8EypLL322ThSK/V34Bnzp9U3Dc0H7xymWYVnXtlafzXsK3WdyTGPvKRgP1USOyEzsm/bxvG///RuRnC2iqLF4dnXJqke/6LpCuKXPQHp6vhR1/nLTLMFB/k6SdiXzP9gWcSv3d+iZ18/sme2wWH2T9f5KfOmPkaxRjk1weYT1ylXSddmPld19+31Pkt2W111pJEkf5julWUXGY7yT/Wdfxgc7UhtIyrv2eDUaWvtUBXZxh59kEopEJzC418LGtV9y1aFM3uOgt7fTndKB2Yc7nFW6I9nPKDn768v9gHsXphUWw+55tH2MTu0zJ7ywb5RqIrrd0JtEk1mTnQxpyqB7pSqibnsnX+ezDn+H6WX7o1aE4f3NtYsrh2KEHG84go9hL0gvZwLSJkN1lS7Qbf6ZM6WenjcbSHMqlGHGphLGSbN2amPHv+Lgi27MxKs/WsWtWva12kabj2CGxXbBs9nPyc0//Wj5QoSKrmI4jxFM1rDSz3Qezu+UOWAE27LxlZfC/JhYfT2BsVIdIyRZ72kbc9526FJW7l/278Jja8TI5BG4mcf62/pXLbHxm20CVxQ5VMz/7E/rEDw7HJj1vYhF+JvOjsmNlEpUR66B7mlb2nNijvT+Iv91dhF7lcHxp8rbtYn5nPgM+6yeN3r4K9xUZB4HQqm59pl32IjZNnfRn868YZStEZP/vCYwtJWFNUpbedXDbiCm7EjXPJbTU9Wfnsld/ErCH7Cxt1jA9HiNWYU3SN1lsFvqlR36Bd53+N/T3XH2S+rks9MjTe1/toqjdfxH8E1g+TBieVouJe6iNmLr6tvH/H2bFnwS55Qz5LpCuKXMXezhp2hyG3lNpmD7G/jT19Hhp7WJBbrwrz2FxJ9vRUVwF8urNarhudj9h/5yy6+XTO4+QTd1+qVu66e+N3e75Z3eR/6WJhZK7aiUQGUFTZAgVrmPHuQUM5UBp/m47sg+YgzB4g52U9Wv7CFtLMxgbKWF2J7khKPyuB7cpV3D7+4qwWmm6dixOLyyCW1h5kMXFhuyar6vbCELvpCuXsmVo+yVYfjc9t17apn34M1w/yye9yuH8LWxL2dHwGQ6xka9vOD27nkEbalsF83DsqLf2lw7SLXF/YFB5fWthd62mhFl56cAKJelto2DZbHvZPzvlstL1f3/xA4fNdSxUIkQPXuKdWoUO2SnAhp2fDj1Z/KBDxXICyn3fqYudjl8+6/9B+3fh0fapEvYqZMdezQM6v1JmU6431pWvfZTFLle+PYufXDuFn8n8qewoYVV7sjVexU4wVCd7XkLj+vM3YLezXuVwfGns0sunATsVplHoqxCzVr2lXIEyFeYbeMf2Ye7nL3uoSUiCiOhSCeXqNg7NrmBhHVzfm7S7i3xdv2B/kreHhHbETxo4THeavPz69Usov8C7jr1DfzeseJ9Bn4Ty9N7rSFsUvSJ56d3LtO3LjkC6o+nbxv9/mBW/L3fL6dlSlS2QrilzF3s4aYbYs9+zfzbpFn7+ROuggcVHJUSlOWyZCAs/r0JWw3Wz+wn7Z8Oyw0RhHiGbUuS7s31xXHBlT2Z9ZnXR6whtSCQGT2b6XbeA/S0cnZYNjNpS8meWeutoo8cNPdIoR+rpYckUEinf++zwhtpGdmJue9TniiJ/sDyK4fcHclU3teJ+DSL/wToObR+q7U45bASoMJkuoQOJfcONyrF9H/4M1s8vk78Naf5usxMM15FVmrzIT8toseF0KCr9JC7RD+9K380J0y4s2XmYcqvPgP0kNrRbW5NOrtvfHDsk5XAGAJOv/Zxqr164iHmu8PMMG+ntJCGGA3Wz87Z/1nnJylpfK/mDltu2fz8Dndoar2KnLaGDln1+pcy6jkqAme1nlY8X0tTD7kF/ev1ecKC00rTTOJbrDqc2+/yOiSJ/u+0stEVu2o1dBvO7fNuz2lLAZ4VpFPoqxKyVp9gskEZhvgOzWffOgFhlCOSfbyMRFt5Y71wmfkpWo+3fB352+hPfHv7/gY6KY7fG5n79Yviz8wu869hb7yi7YbuBOhT1wXaephzmU+ozUsfW1kx2DkL9roaNTet3uXElYJuAr65V5PczjhaVYcD+Jm2b2l6y65Qulvl5+f/X502y/jxgM09fhfqMJPRSn5MozCMw5lwChekaHobos/tKfqCS0qmljr0ETneqGHu83WVg+IHm82TGt9y0rtD83MZhKzlgV9hJKjiSFQTn4K296iQNd2QSi97BW3vbMwP0J4435rK7e9W7JczvmHADOdBzhMMuX3QhnWr8tGkd+CmGNVnx6zePPtLTnUx6ANYc0Bu5BpEvh6DTg7fJAebMjslKsxyCNqs5X7+08fFYH770VhEzm7udsVkR6urPwnTa6p7i8l/v9Yq3XMvaTm5G8Bq+iBx1QFethv3E8XYVYyPdRL7Hhghs+4C3tAc5eCuHvM2K88UPtI9PUnsEeXbakZeH87dEGM2b+5c/H2D5YfcJdevtC5S73SMdKHuwbI69ivzr+tHx7+c91MslLO7LMyGGAx2unbcSp1Vs6UNmrb1VTMutFP2E64iQeRSpw/lhLu1ye/Y3QqXHQkTnMpncTT+aUV/Mln45z4BlVqLFOoysDvmX3INk0jaiqVW8MyGF377j8LAV3q3po98bROR3LlrJhQVr2c1jjo9tVh1/J6tjPdvZ6SYqIxOoN82h/u84/C/pN4q5tP1niUvLZ4VpFPoqCcsylzUE6/072pQSoXboRJSt5hfWQdrYAAdvbX9eyk0mdn/i2yNZWEsPBculDNWSuh47Fd6BthT0i87XyS/wriPyLxMtET/aTA8Vn/2vhdN0VyFjpO88vfqbm+3KD6xLM1S4nty4ZJ/F8vs331bhCeG1ivx+dJHdv5q6epOpgfobk4Z8dtpYe2x9V4DfNgpZ9W2Y+M/pr2SCLCFS+lKUzucDLE5Z/WVhHoExR8pelK5dzyH5+ZdE/v7qRMEXVvzE8es6plVsse68RidQ07dyBBukD+fFuXMFpsQA71gdvHTIX9W1YfrqKYm9X8musGy9qmXXkUUR1FV/1ol1dQ2Tuf5S/i5XQx1mnYbT4bd1XJp0pirOsQ9YVfkaWOgrj/7Sc64vjOWqrSN1G4mJgw7Z1WlACl63Ecg705tH2RV+oSs01RWP2RV/6jrSTXPNmJueYze7sRT6s490zFVz6fVkoSs0gY597Ze+Iq4ph6r0F7r1ZuM8iaUXX1u7Qq23q5g138areHqBXc1TyO6983A5a7/PrgyL1PV3TdRH9a7ZvtyukwkAdR2a6QBt+6qf82UPlc0dSKXzlis8u/nXLusRlh/o9ib2EQY3zc0LIYYDPnXauVxzmeWrro588wJxXyK/d7l72/8H9lf1NXRyS5K5dcu3p5Q1yibRCduDlVlioO2rfFU/9HYVY2YlX/KUtrEyl167J1e4Tstk1i+P/n+vfk/KmG/ztg8DO6kn+kYLr3/tXPbyd3E7k7K41xxL7Ll1hWbqZ10+hw23zDLp8n1WzHaRr4CzT+vqjIn4Ob09ybH7DbepL7uYj+ewZm5pk7w7+pYptWtdVIekjS3uyHXSup/odYVmQX+Ss4f9LeTq+swjbDyyVvKL/NIzv7xPc32Td/VyJFdoWuO4GW8cFnrm6XOV3G7kH1ZV6Tm33OT7t5ytQvx6AtspZ3BhK5+PqaP6LBpH+yhD//3NOXae6mtm1XiYXOutbgFTbcRvG0Wshuvm91f2ddVxuYadD+uopP1lUR6BMUe3597p5rlw7O70Cffj2YFE/n2vLMt/P6Ckn+gnMkAG/igGRJQ9bbohs3KX/epEuijR2x7dRU3v98gZ7UMGhpkBivx7ODMbZiBZN3a4ZIAM/HEM7L90voND6p+EdHX/3hbXRhT5rj3YhmgPMiAMUORT5OdWj9g5sHMgA2SADPxeBg5f1dQ3fMr1ufJt3vGDKlbMWbPCcYoin7z+Xl5p7/thb4r8ws7zfjiSDY5+IgNkgAyQATJABsgAGTAMUORT5HMlnwyQATJABsgAGSADZGDIGKDIHzKHmtkbPzmTJwNkgAyQATJABsjAn8sART5FPmfuZIAMkAEyQAbIABkgA0PGAEX+kDmUM/Y/d8ZO39P3ZIAMkAEyQAbIgGGAIp8inzN3MkAGyAAZIANkgAyQgSFjgCJ/yBxqZm/85EyeDJABMkAGyAAZIAN/LgMU+RT5nLmTATJABsgAGSADZIAMDBkDFPlD5lDO2P/cGTt9T9+TATJABsgAGSADhgGKfIp8ztzJABkgA2SADJABMkAGhowBivwhc6iZvfGTM3kyQAbIABkgA2SADPy5DFDkU+Rz5k4GyAAZIANkgAyQATIwZAxQ5A+ZQzlj/3Nn7PQ9fU8GyAAZIANkgAwYBijyKfI5cycDZIAMkAEyQAbIABkYMgZ+r8j/t4aoso7jazDi6Ztt7LZ/YbbWamLj3/NbBvo7mkuTiEciRCMTWD4ors/x2iSiZ+9vudzF5TSzyOv+/FPr33weobzaurd+P92YRPS0eW/Lf90cM73b60Noe9qeDJCBP4WBeyryz7A2FWF2p0+R/m0X897kQomOuQZa1zDhuDIsH14gHn+Jdx2gcxFodIFyD7vI3f+7hIV/A7bQfrqW+n85wvLD6OqTpc8H2Hg2k0zOIpmgxSg/fondz93LPQgjZ2/rGKus4zBloo2VSoTaWzv979h5EmH+1fcrCOefOH79ErPlGJGUP4oQl2Ywv31yhbTsMpmf21ibKmHhTVa23WcRKhtn15S+yUfazRl2npbyiwefVlEur2I/taH1zm22eeZ9/QzQprQpGSADZCDIwD0V+YMN2F/f1hF7In8Q0XVTzxYJ1lC5i965qbL+lnQvzrD2MLpZkd/axcJ4CbNzV9wROVlHZSRC5XkTh19+qkZ1dtbCu52Da9mh6lycYLkco/7eYvyiiYVoBhv+JOJ0HZXRGna/Jc8qIb3WDjb0zH/fsfushGh8DisfznAmIrjzHccHTTQ+/Sh41ypTjw61/aqK6OE2TtNnWlh5EKP+ob/3s7IWPK8mazHKczNqUuTuEP7A7rMYlUJ7FOSR1oHP9e0X2uxa2hHtzTZHBsjArzJwoyK/9fYlKrFeKZyqo7HzwhXbF2doPNfhKlGEcnUdH7+IU5OVy/lXrug4E/GgxHry92zF9xzN5TmUdV5RPInam2TV8PSfGsqjyWrr2HgJY+Mv0bwEcmL5yxFWqhPp6mxWlgQyeb68eoDmUraCGz98iaYqbxjE9v465s1q6cgE5teO0FYD4Dka/5flpVZTvRCcnuV+2sjCfGQV1i+HrotKdyRWgvS024qmqfdoCWPGfvLz0p4aqL4eNrDwMFvxde3yHgtRDY3DbcyXEz9H5SpW9rMVXB/Q7ukdYLlSSuwv+YsQ38qv/Pp+O5Twpal17MtuiCUuRPBmfJi//UDz+Qzqb8/RkdAxz+Yd2TkZ6bFDdHGAeilCZa0gbMbmOp7B2skRlser2NFi/N1ijPlXZ/i4ollSz+gySrlkBdqqS+fTKsbG9e8uWlh7GKPyt7D0Q63mT29mdlL2kdV5v246vdOtGUSlGnZ7cCt2TNhNfFp+/h6nr6oY+1uv9MsO1JNdnO6vYlqYGYkxvWFsotvuP1bbFbtGpv7fsfu8hLHqLroyeZlwtWvbIPDz8cYcZjdP8FUmO6FJvNht9AWa3dj30mzvr2JW+gqxXzyB2S1TJ8MPP+02xp/JAxkgA2TgbjNwcyJfBt6RSawcJqudnc9NLIxHzrb6u8USxp410ZJB+OIc75YmET1KVgBPN2cQPdnFWToQ24LGF/k/cLh3hJYWel/3X6I8UsOuGdwDZwFcsXiGjUcRKn8f6LL8wP7qpCqrCZlQz4+UsLDTxlcp08U5Gk9jxIsHjrhMgf/fNqZHJrG8p0OKvp1gZSpCxYqrdssQAKVbuXuWQ9dl9SQpZ6eNrScxxrqUUwRneekoefbyJz4uTbh1ah/h3YkWbBfn2HoiItesFosYixKRrQVs600NYyMz2PhfoD5it57p+X7Np2Hb7HBrDmNdBGtY5FvphUT+xQEWH0yg/tYSqCl/gGIyJCatZzqXyUr5WLWBY+Hxy3ssPIgRP1jHoXouCTUbK01i4U3CxqGw9mhbhY5J7H0qpnW6LRHmKp5dp/3svZ4sAupv+t2UPTOJFd/Y5b3YQ300xsK/4fql76vdiozdw7U5jI1GWHiT2E+FupVKqJi2K8+bnYbWJiqpoNf2lkmBrr+ZlJl2lebp2LA/kZ++203kXx6o+va3g5A8u/DatNcWDlsWL075+PvU9rRLuP+nXWgXMkAG7gADNybyJbbaX01UgsSIjov3WBgxq3t60LQFgohkWyyo1UAjHovEoIiESayc6nS7iWWz2nm46k4KlGNOsDyehRgocWnKbhwXSNcMfvsrE7n6qxXZ0Rd4p9+3Bat5z/kMpF9YDhE8ZtXXlPNtHZH/O/W3gB0DedplcsuciHx3xVxPxrb6Oy/hphcoj6mDZ7P2vzKZmMTKSVhwXUnke3nZ9e5cnicTwXSCE8638/4FYiuERtKQskTPk52Rjgq9cSd7aldBsaXrr8W0yV+E//RWK1kBtwS++rusVo/U1e6Ued75FH9GNahVcRHb9uQ3WN8zbDy0J3JAR5iKJrGmRW/jaTJ5yIS61d4kv3RCk9hIJgXx4h4ON2YQT9lnDbrYsM+V/LSeXUV+wmJ/ZwGkDiUs7ncrE3+f2jvIDe1D+5ABMkAG7hoDNybyRdhkK77a8baAVMJBb43LimP6z4jzRFSZkB0VqpOuWHpiUHYBNmuYHo8Rq1APCS8x6SAJzfAEuiMu7XJZA5hdB+d580yX98TJ9ruZ0y0xZFZbzUTDpGl/BtIvLIe8k9rStqsWenb6l0DzrxhlE4ZxCez/PYGxpaN0Bv71vyYWH09gbDRWITQqpCcts1sfU081wTOi1suvd3qeX713JX1V/8qkiouf3XYnEupvwbpbLJg0xU5pPfrpmGSl1w0BUivaJj9dX9kZcXd3PKGpRLk3uU39nM+jcynx7CXMVycRxfV86IlqR3nfprawuHcm2coOe6jJzU6qDlrEf5bJtRf/70wkZPIbYd4Ox1GiPLFxPg9AJgXT1SrGopl0omBYyT4T3wfZteqQPW/5rKvIt9ph13aR+VTtMoxMovZa79YZVqR+RWVIn7XKZf9O93fuhLjLs/Z7/Dnti4K+p31oHzJABshAVwZuWeTnxYndkSthr0J2EqFkBL+J2TcDpoT9xE8aONQhIx1LdKj0UhGVDaqOWA78Xd6zhbrzvAGqy3v+u1mdXFEcTNOkLZ+B9IPv2M/ZP9tpdfv5yx5qEkYlk6NSCeXqdnariw45WvxwrsN5/LMMbn1MPbuK/ML0+hT5pRoaexIOVsVOl9hy8Z3hw5TL+RQ7DSTypa6hNO3JaBKKk3EqYV1JiIwJGQmF12S7XonodsqtdrAilBfXUfcP5IpPPZGv+BDRHqib+ltIrKpbnnTMf2DXR4UpmQl210lAEh6nJj5OHsmkYGxuHctPItjnBxx/OHyKrXv3Dc67/Yh8J/2sH3DSuQRae+uYLUUYe76XhQoOzIqbvrH77tpkbyb7LKNfZv7ftTftQXuQATJABhIGbkzkZ8Ilgy07OAskhxxLWP6U/T3nFHUQsoqdthyItFc/bTFo/6zTUkLEWr0NCF9HLItIyIUxJOLEXFvoPG8G40C6pg7B550VUV8wB+wQSD+Yrv2chB7ZYU6mrN0+39e9sw9WOex09fuyUp0JSC18nfCSJNxjOhSuU5hewJdeue36H8vd61ObwVttrl/kJ2XLiVQVdmZYy5dfHXS1/CGhN5n9ZBIgt+mYlXH9vm1PK55diW3n1hpAhYDpcB17Umo4dD7F/oGDqLZNcxNLfdg4PScgkwBPgMvuT1TV52ckDztcR7XFGhpyPkaFMvVzEPa6RL63i+Kx5NjG/pu0U6uOYp9k4pX4J7dDKe/+WysU8Fk6Vhuz8+XPXVejuvqKNqPNyAAZIANdGbgxkd9Rce72wdsDLE65BwFlBT6aWsW7tj6c++07Dg9b2Qqa3B5SjTD9aCYTEcqZtphKBvL08KgcNK2WEEm8tonJF6E0WkPDWvV1hM2lPqy65B28te7Zdp/Xg3RAtKaDkVm19g7e2qExwTRtWAvLHSpHUhc5+Gl2Nr5+aePjsRva4pTThJzoz3Q1X4eWbOmrG1t7q5iW8I50lTgR+ep2m34O3hamp+PercPJaTm1XRybXbSSw8yB226aSyUs2tdQ2naVn8V3aT20HQsO3qqrIUcmUHvdSq6evPyJ9tuX6gYXc85ChLZhUew1+3ASY6noTa6SjMs1NMSmcnhbrrO04tT9g7dqZdyUU016J7B8mInE0M6Ab7P0/3pCIavqWZs7w8acxPxrPtSEtwrlc2lLT+dQqWSHbg9XJxCPTsAcUE0OWltnI+xzNWJnmRSkK/v2hCarQ1q+1Ed7WNS3YOX/Fniv60p+vwdv2/horhO9/Am5tce+4Wj3mfQl0udYfUpaVl2eq4j8Dy9RfvACzXQHMlA3Px/+v+tg1hcrtB/tRwbIwB/EwM2J/Evg9E09u0KzXMPOB++qu4tzNFfmUDZxwXIV31/v3S+oEjGWC5OwRT7QObGucFTXZx5h45E9IJ9j59lEEnusVz0dsSgO75xgw75C8/Gqcz1m7nl5p5fIvwS+qqsl9fWTIxOYXdlLb0WRASmYpgNfH+UOlaNzgq1n2dWk6jrAzcAXHX3ZxXw8h7X/9CRL2UHfoKO+uMj6Rl5zxembF4iN6NRhUYs7clWoju3ueYVmUXrA2af15FrGKBzakbOZvgmm2wHcrgN/SOR/a2Kh1xWamunpUnalqPoSqfWDbGJ6so1ZCX8yV5f+W88O3ZrD4+/1M8am1uTz7J+qIzAlnt0+OCpnKOK/9CFe7wpNmWAEY9qtVemOuTLVanPlx3XsmAnxZeIjlY7y5QnWpsyh22RCPb25h425UpJXzt+ukJdJQXroWOwnt2b5uxEO81cQut1EvkwqAzsXeSZOsPE4u9I2LlexkR7obmPlWQ0LXQR+yObBlX7d3u1QrLM3NUQjc8mE6ldtwPcpXMgAGSADZMBj4EZFfn4wvcIA7hWYaV6jDUXoqqsZ3TRFmHUTKq79ZSXfnky56bjP8m8dO/a9G9ehL8Pq9qxedTf379+8vWVlvCDETu7Yz30Z1m34PvkyrPJKYHLbzZ6h34uNhfG1wM6P/fxVVvLt9/kzB2cyQAbIABm4ZgYo8q/ZoDcvtK5RMO2/VPfMq9ARbYev/zUwXyr1+e2kFPmD+FuF3gQmVX4aZ2/r6htcsysqQz7/nnwRVuALw/z0ru3/KhRHx9f3bDdtrE2VsPCm+5eiXVuZupXj0yrKpRd4Z74ro9tzRb//t6YnvAXnBCjyOTgXscS/kxEyQAZ+MwMU+b/Z4Dcubgasz+GrmgqpikvJt83GD6pYMecICtOiyB/En+oqSRP7XmjbkLC/5d9JeIm5Zec+lv8KZZbwMBNikwsVGzA9O61BuOGzt8z9gH6mv+gvMkAG7goDFPnswDmzJgNkgAyQATJABsgAGRgyBijyh8yhd2X2yHJwJYMMkAEyQAbIABkjJUb4AAADK0lEQVQgA7fHAEU+RT5n7mSADJABMkAGyAAZIANDxgBF/pA5lDPm25sx0/a0PRkgA2SADJABMnBXGKDIp8jnzJ0MkAEyQAbIABkgA2RgyBigyB8yh96V2SPLwZUMMkAGyAAZIANkgAzcHgMU+RT5nLmTATJABsgAGSADZIAMDBkDFPlD5lDOmG9vxkzb0/ZkgAyQATJABsjAXWGAIp8inzN3MkAGyAAZIANkgAyQgSFjgCJ/yBx6V2aPLAdXMsgAGSADZIAMkAEycHsMUORT5HPmTgbIABkgA2SADJABMjBkDFDkD5lDOWO+vRkzbU/bkwEyQAbIABkgA3eFAYp8inzO3MkAGSADZIAMkAEyQAaGjAGK/CFz6F2ZPbIcXMkgA2SADJABMkAGyMDtMUCRT5HPmTsZIANkgAyQATJABsjAkDFAkT9kDuWM+fZmzLQ9bU8GyAAZIANkgAzcFQYo8inyOXMnA2SADJABMkAGyAAZGDIGKPKHzKF3ZfbIcnAlgwyQATJABsgAGSADt8cART5FPmfuZIAMkAEyQAbIABkgA0PGAEX+kDmUM+bbmzHT9rQ9GSADZIAMkAEycFcYoMinyOfMnQyQATJABsgAGSADZGDIGKDIHzKH3pXZI8vBlQwyQAbIABkgA2SADNweAxT5FPmcuZMBMkAGyAAZIANkgAwMGQMU+UPmUM6Yb2/GTNvT9mSADJABMkAGyMBdYYAinyKfM3cyQAbIABkgA2SADJCBIWOAIn/IHHpXZo8sB1cyyAAZIANkgAyQATJwewxQ5FPkc+ZOBsgAGSADZIAMkAEyMGQMUOQPmUM5Y769GTNtT9uTATJABsgAGSADd4UBinyKfM7cyQAZIANkgAyQATJABoaMAYr8IXPoXZk9shxcySADZIAMkAEyQAbIwO0xQJFPkc+ZOxkgA2SADJABMkAGyMCQMUCRP2QO5Yz59mbMtD1tTwbIABkgA2SADNwVBijyKfI5cycDZIAMkAEyQAbIABkYMgYo8ofMoXdl9shycCWDDJABMkAGyAAZIAO3xwBFPkU+Z+5kgAyQATJABsgAGSADQ8bA/wcPlbGZ+xXLZgAAAABJRU5ErkJggg=="
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:12.382204Z",
     "start_time": "2021-02-16T07:36:07.850047Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Optimal clusters:  5\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "gap_statistics(df)    "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Clustering algorithms"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### K-means"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:12.647052Z",
     "start_time": "2021-02-16T07:36:12.386200Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Item_Weight</th>\n",
       "      <th>Item_Visibility</th>\n",
       "      <th>Item_MRP</th>\n",
       "      <th>Item_Outlet_Sales</th>\n",
       "      <th>Outlet_Years</th>\n",
       "      <th>Item_Fat_Content_0</th>\n",
       "      <th>Item_Fat_Content_1</th>\n",
       "      <th>Outlet_Location_Type_0</th>\n",
       "      <th>Outlet_Location_Type_1</th>\n",
       "      <th>Outlet_Location_Type_2</th>\n",
       "      <th>...</th>\n",
       "      <th>Outlet_1</th>\n",
       "      <th>Outlet_2</th>\n",
       "      <th>Outlet_3</th>\n",
       "      <th>Outlet_4</th>\n",
       "      <th>Outlet_5</th>\n",
       "      <th>Outlet_6</th>\n",
       "      <th>Outlet_7</th>\n",
       "      <th>Outlet_8</th>\n",
       "      <th>Outlet_9</th>\n",
       "      <th>cluster_label</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>9.30</td>\n",
       "      <td>0.016047</td>\n",
       "      <td>249.8092</td>\n",
       "      <td>3735.1380</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>5.92</td>\n",
       "      <td>0.019278</td>\n",
       "      <td>48.2692</td>\n",
       "      <td>443.4228</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>17.50</td>\n",
       "      <td>0.016760</td>\n",
       "      <td>141.6180</td>\n",
       "      <td>2097.2700</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19.20</td>\n",
       "      <td>0.017834</td>\n",
       "      <td>182.0950</td>\n",
       "      <td>732.3800</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>8.93</td>\n",
       "      <td>0.009780</td>\n",
       "      <td>53.8614</td>\n",
       "      <td>994.7052</td>\n",
       "      <td>22</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 32 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   Item_Weight  Item_Visibility  Item_MRP  Item_Outlet_Sales  Outlet_Years  \\\n",
       "0         9.30         0.016047  249.8092          3735.1380            10   \n",
       "1         5.92         0.019278   48.2692           443.4228             0   \n",
       "2        17.50         0.016760  141.6180          2097.2700            10   \n",
       "3        19.20         0.017834  182.0950           732.3800            11   \n",
       "4         8.93         0.009780   53.8614           994.7052            22   \n",
       "\n",
       "   Item_Fat_Content_0  Item_Fat_Content_1  Outlet_Location_Type_0  \\\n",
       "0                   1                   0                       1   \n",
       "1                   0                   1                       0   \n",
       "2                   1                   0                       1   \n",
       "3                   0                   1                       0   \n",
       "4                   1                   0                       0   \n",
       "\n",
       "   Outlet_Location_Type_1  Outlet_Location_Type_2  ...  Outlet_1  Outlet_2  \\\n",
       "0                       0                       0  ...         0         0   \n",
       "1                       0                       1  ...         0         0   \n",
       "2                       0                       0  ...         0         0   \n",
       "3                       0                       1  ...         0         0   \n",
       "4                       0                       1  ...         1         0   \n",
       "\n",
       "   Outlet_3  Outlet_4  Outlet_5  Outlet_6  Outlet_7  Outlet_8  Outlet_9  \\\n",
       "0         0         0         0         0         0         0         1   \n",
       "1         1         0         0         0         0         0         0   \n",
       "2         0         0         0         0         0         0         1   \n",
       "3         0         0         0         0         0         0         0   \n",
       "4         0         0         0         0         0         0         0   \n",
       "\n",
       "   cluster_label  \n",
       "0              1  \n",
       "1              0  \n",
       "2              0  \n",
       "3              0  \n",
       "4              0  \n",
       "\n",
       "[5 rows x 32 columns]"
      ]
     },
     "execution_count": 86,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#KMeans++ removes the drawback of K means which is it is dependent on initialization of centroid\n",
    "kmodel=KMeans(init='k-means++', n_clusters=2, n_init=10,max_iter=500)\n",
    "kmodel.fit(df)\n",
    "df['cluster_label']=kmodel.labels_\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<b>Vizualising the clusters using PCA</b>\n",
    ">. PCA is an algorithm that is used for dimensionality reduction - meaning, informally, that it can take in a DataFrame with many columns and return a DataFrame with a reduced number of columns that still retains much of the information from the columns of the original DataFrame. The columns of the DataFrame produced from the PCA procedure are called Principal Components. We will use these principal components to help us visualize our clusters in 1-D, 2-D, and 3-D space, since we cannot easily visualize the data we have in higher dimensions."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:30.829504Z",
     "start_time": "2021-02-16T07:36:12.650050Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        define('plotly', function(require, exports, module) {\n",
       "            /**\n",
       "* plotly.js v1.58.4\n",
       "* Copyright 2012-2020, Plotly, Inc.\n",
       "* All rights reserved.\n",
       "* Licensed under the MIT license\n",
       "*/\n",
       "!function(t){if(\"object\"==typeof exports&&\"undefined\"!=typeof module)module.exports=t();else if(\"function\"==typeof define&&define.amd)define([],t);else{(\"undefined\"!=typeof window?window:\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:this).Plotly=t()}}((function(){return function t(e,r,n){function i(o,s){if(!r[o]){if(!e[o]){var l=\"function\"==typeof require&&require;if(!s&&l)return l(o,!0);if(a)return a(o,!0);var c=new Error(\"Cannot find module '\"+o+\"'\");throw c.code=\"MODULE_NOT_FOUND\",c}var u=r[o]={exports:{}};e[o][0].call(u.exports,(function(t){return i(e[o][1][t]||t)}),u,u.exports,t,e,r,n)}return r[o].exports}for(var a=\"function\"==typeof require&&require,o=0;o<n.length;o++)i(n[o]);return i}({1:[function(t,e,r){\"use strict\";var n=t(\"../src/lib\"),i={\"X,X div\":\"direction:ltr;font-family:'Open Sans', verdana, arial, sans-serif;margin:0;padding:0;\",\"X input,X button\":\"font-family:'Open Sans', verdana, arial, sans-serif;\",\"X input:focus,X button:focus\":\"outline:none;\",\"X a\":\"text-decoration:none;\",\"X a:hover\":\"text-decoration:none;\",\"X .crisp\":\"shape-rendering:crispEdges;\",\"X .user-select-none\":\"-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-user-select:none;user-select:none;\",\"X svg\":\"overflow:hidden;\",\"X svg a\":\"fill:#447adb;\",\"X svg a:hover\":\"fill:#3c6dc5;\",\"X .main-svg\":\"position:absolute;top:0;left:0;pointer-events:none;\",\"X .main-svg .draglayer\":\"pointer-events:all;\",\"X .cursor-default\":\"cursor:default;\",\"X .cursor-pointer\":\"cursor:pointer;\",\"X .cursor-crosshair\":\"cursor:crosshair;\",\"X .cursor-move\":\"cursor:move;\",\"X .cursor-col-resize\":\"cursor:col-resize;\",\"X .cursor-row-resize\":\"cursor:row-resize;\",\"X .cursor-ns-resize\":\"cursor:ns-resize;\",\"X .cursor-ew-resize\":\"cursor:ew-resize;\",\"X .cursor-sw-resize\":\"cursor:sw-resize;\",\"X .cursor-s-resize\":\"cursor:s-resize;\",\"X .cursor-se-resize\":\"cursor:se-resize;\",\"X .cursor-w-resize\":\"cursor:w-resize;\",\"X .cursor-e-resize\":\"cursor:e-resize;\",\"X .cursor-nw-resize\":\"cursor:nw-resize;\",\"X .cursor-n-resize\":\"cursor:n-resize;\",\"X .cursor-ne-resize\":\"cursor:ne-resize;\",\"X .cursor-grab\":\"cursor:-webkit-grab;cursor:grab;\",\"X .modebar\":\"position:absolute;top:2px;right:2px;\",\"X .ease-bg\":\"-webkit-transition:background-color 0.3s ease 0s;-moz-transition:background-color 0.3s ease 0s;-ms-transition:background-color 0.3s ease 0s;-o-transition:background-color 0.3s ease 0s;transition:background-color 0.3s ease 0s;\",\"X .modebar--hover>:not(.watermark)\":\"opacity:0;-webkit-transition:opacity 0.3s ease 0s;-moz-transition:opacity 0.3s ease 0s;-ms-transition:opacity 0.3s ease 0s;-o-transition:opacity 0.3s ease 0s;transition:opacity 0.3s ease 0s;\",\"X:hover .modebar--hover .modebar-group\":\"opacity:1;\",\"X .modebar-group\":\"float:left;display:inline-block;box-sizing:border-box;padding-left:8px;position:relative;vertical-align:middle;white-space:nowrap;\",\"X .modebar-btn\":\"position:relative;font-size:16px;padding:3px 4px;height:22px;cursor:pointer;line-height:normal;box-sizing:border-box;\",\"X .modebar-btn svg\":\"position:relative;top:2px;\",\"X .modebar.vertical\":\"display:flex;flex-direction:column;flex-wrap:wrap;align-content:flex-end;max-height:100%;\",\"X .modebar.vertical svg\":\"top:-1px;\",\"X .modebar.vertical .modebar-group\":\"display:block;float:none;padding-left:0px;padding-bottom:8px;\",\"X .modebar.vertical .modebar-group .modebar-btn\":\"display:block;text-align:center;\",\"X [data-title]:before,X [data-title]:after\":\"position:absolute;-webkit-transform:translate3d(0, 0, 0);-moz-transform:translate3d(0, 0, 0);-ms-transform:translate3d(0, 0, 0);-o-transform:translate3d(0, 0, 0);transform:translate3d(0, 0, 0);display:none;opacity:0;z-index:1001;pointer-events:none;top:110%;right:50%;\",\"X [data-title]:hover:before,X [data-title]:hover:after\":\"display:block;opacity:1;\",\"X [data-title]:before\":\"content:'';position:absolute;background:transparent;border:6px solid transparent;z-index:1002;margin-top:-12px;border-bottom-color:#69738a;margin-right:-6px;\",\"X [data-title]:after\":\"content:attr(data-title);background:#69738a;color:white;padding:8px 10px;font-size:12px;line-height:12px;white-space:nowrap;margin-right:-18px;border-radius:2px;\",\"X .vertical [data-title]:before,X .vertical [data-title]:after\":\"top:0%;right:200%;\",\"X .vertical [data-title]:before\":\"border:6px solid transparent;border-left-color:#69738a;margin-top:8px;margin-right:-30px;\",\"X .select-outline\":\"fill:none;stroke-width:1;shape-rendering:crispEdges;\",\"X .select-outline-1\":\"stroke:white;\",\"X .select-outline-2\":\"stroke:black;stroke-dasharray:2px 2px;\",Y:\"font-family:'Open Sans', verdana, arial, sans-serif;position:fixed;top:50px;right:20px;z-index:10000;font-size:10pt;max-width:180px;\",\"Y p\":\"margin:0;\",\"Y .notifier-note\":\"min-width:180px;max-width:250px;border:1px solid #fff;z-index:3000;margin:0;background-color:#8c97af;background-color:rgba(140,151,175,0.9);color:#fff;padding:10px;overflow-wrap:break-word;word-wrap:break-word;-ms-hyphens:auto;-webkit-hyphens:auto;hyphens:auto;\",\"Y .notifier-close\":\"color:#fff;opacity:0.8;float:right;padding:0 5px;background:none;border:none;font-size:20px;font-weight:bold;line-height:20px;\",\"Y .notifier-close:hover\":\"color:#444;text-decoration:none;cursor:pointer;\"};for(var a in i){var o=a.replace(/^,/,\" ,\").replace(/X/g,\".js-plotly-plot .plotly\").replace(/Y/g,\".plotly-notifier\");n.addStyleRule(o,i[a])}},{\"../src/lib\":778}],2:[function(t,e,r){\"use strict\";e.exports=t(\"../src/transforms/aggregate\")},{\"../src/transforms/aggregate\":1365}],3:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/bar\")},{\"../src/traces/bar\":929}],4:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/barpolar\")},{\"../src/traces/barpolar\":942}],5:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/box\")},{\"../src/traces/box\":952}],6:[function(t,e,r){\"use strict\";e.exports=t(\"../src/components/calendars\")},{\"../src/components/calendars\":641}],7:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/candlestick\")},{\"../src/traces/candlestick\":961}],8:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/carpet\")},{\"../src/traces/carpet\":980}],9:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/choropleth\")},{\"../src/traces/choropleth\":994}],10:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/choroplethmapbox\")},{\"../src/traces/choroplethmapbox\":1001}],11:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/cone\")},{\"../src/traces/cone\":1007}],12:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/contour\")},{\"../src/traces/contour\":1022}],13:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/contourcarpet\")},{\"../src/traces/contourcarpet\":1033}],14:[function(t,e,r){\"use strict\";e.exports=t(\"../src/core\")},{\"../src/core\":755}],15:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/densitymapbox\")},{\"../src/traces/densitymapbox\":1041}],16:[function(t,e,r){\"use strict\";e.exports=t(\"../src/transforms/filter\")},{\"../src/transforms/filter\":1366}],17:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/funnel\")},{\"../src/traces/funnel\":1051}],18:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/funnelarea\")},{\"../src/traces/funnelarea\":1060}],19:[function(t,e,r){\"use strict\";e.exports=t(\"../src/transforms/groupby\")},{\"../src/transforms/groupby\":1367}],20:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/heatmap\")},{\"../src/traces/heatmap\":1073}],21:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/heatmapgl\")},{\"../src/traces/heatmapgl\":1083}],22:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/histogram\")},{\"../src/traces/histogram\":1095}],23:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/histogram2d\")},{\"../src/traces/histogram2d\":1101}],24:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/histogram2dcontour\")},{\"../src/traces/histogram2dcontour\":1105}],25:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/image\")},{\"../src/traces/image\":1113}],26:[function(t,e,r){\"use strict\";var n=t(\"./core\");n.register([t(\"./bar\"),t(\"./box\"),t(\"./heatmap\"),t(\"./histogram\"),t(\"./histogram2d\"),t(\"./histogram2dcontour\"),t(\"./contour\"),t(\"./scatterternary\"),t(\"./violin\"),t(\"./funnel\"),t(\"./waterfall\"),t(\"./image\"),t(\"./pie\"),t(\"./sunburst\"),t(\"./treemap\"),t(\"./funnelarea\"),t(\"./scatter3d\"),t(\"./surface\"),t(\"./isosurface\"),t(\"./volume\"),t(\"./mesh3d\"),t(\"./cone\"),t(\"./streamtube\"),t(\"./scattergeo\"),t(\"./choropleth\"),t(\"./scattergl\"),t(\"./splom\"),t(\"./pointcloud\"),t(\"./heatmapgl\"),t(\"./parcoords\"),t(\"./parcats\"),t(\"./scattermapbox\"),t(\"./choroplethmapbox\"),t(\"./densitymapbox\"),t(\"./sankey\"),t(\"./indicator\"),t(\"./table\"),t(\"./carpet\"),t(\"./scattercarpet\"),t(\"./contourcarpet\"),t(\"./ohlc\"),t(\"./candlestick\"),t(\"./scatterpolar\"),t(\"./scatterpolargl\"),t(\"./barpolar\")]),n.register([t(\"./aggregate\"),t(\"./filter\"),t(\"./groupby\"),t(\"./sort\")]),n.register([t(\"./calendars\")]),e.exports=n},{\"./aggregate\":2,\"./bar\":3,\"./barpolar\":4,\"./box\":5,\"./calendars\":6,\"./candlestick\":7,\"./carpet\":8,\"./choropleth\":9,\"./choroplethmapbox\":10,\"./cone\":11,\"./contour\":12,\"./contourcarpet\":13,\"./core\":14,\"./densitymapbox\":15,\"./filter\":16,\"./funnel\":17,\"./funnelarea\":18,\"./groupby\":19,\"./heatmap\":20,\"./heatmapgl\":21,\"./histogram\":22,\"./histogram2d\":23,\"./histogram2dcontour\":24,\"./image\":25,\"./indicator\":27,\"./isosurface\":28,\"./mesh3d\":29,\"./ohlc\":30,\"./parcats\":31,\"./parcoords\":32,\"./pie\":33,\"./pointcloud\":34,\"./sankey\":35,\"./scatter3d\":36,\"./scattercarpet\":37,\"./scattergeo\":38,\"./scattergl\":39,\"./scattermapbox\":40,\"./scatterpolar\":41,\"./scatterpolargl\":42,\"./scatterternary\":43,\"./sort\":44,\"./splom\":45,\"./streamtube\":46,\"./sunburst\":47,\"./surface\":48,\"./table\":49,\"./treemap\":50,\"./violin\":51,\"./volume\":52,\"./waterfall\":53}],27:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/indicator\")},{\"../src/traces/indicator\":1121}],28:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/isosurface\")},{\"../src/traces/isosurface\":1127}],29:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/mesh3d\")},{\"../src/traces/mesh3d\":1132}],30:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/ohlc\")},{\"../src/traces/ohlc\":1137}],31:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/parcats\")},{\"../src/traces/parcats\":1146}],32:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/parcoords\")},{\"../src/traces/parcoords\":1156}],33:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/pie\")},{\"../src/traces/pie\":1167}],34:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/pointcloud\")},{\"../src/traces/pointcloud\":1176}],35:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/sankey\")},{\"../src/traces/sankey\":1182}],36:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/scatter3d\")},{\"../src/traces/scatter3d\":1220}],37:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/scattercarpet\")},{\"../src/traces/scattercarpet\":1227}],38:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/scattergeo\")},{\"../src/traces/scattergeo\":1235}],39:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/scattergl\")},{\"../src/traces/scattergl\":1248}],40:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/scattermapbox\")},{\"../src/traces/scattermapbox\":1258}],41:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/scatterpolar\")},{\"../src/traces/scatterpolar\":1266}],42:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/scatterpolargl\")},{\"../src/traces/scatterpolargl\":1273}],43:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/scatterternary\")},{\"../src/traces/scatterternary\":1281}],44:[function(t,e,r){\"use strict\";e.exports=t(\"../src/transforms/sort\")},{\"../src/transforms/sort\":1369}],45:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/splom\")},{\"../src/traces/splom\":1290}],46:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/streamtube\")},{\"../src/traces/streamtube\":1298}],47:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/sunburst\")},{\"../src/traces/sunburst\":1306}],48:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/surface\")},{\"../src/traces/surface\":1315}],49:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/table\")},{\"../src/traces/table\":1323}],50:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/treemap\")},{\"../src/traces/treemap\":1332}],51:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/violin\")},{\"../src/traces/violin\":1344}],52:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/volume\")},{\"../src/traces/volume\":1352}],53:[function(t,e,r){\"use strict\";e.exports=t(\"../src/traces/waterfall\")},{\"../src/traces/waterfall\":1360}],54:[function(t,e,r){\"use strict\";e.exports=function(t){var e=(t=t||{}).eye||[0,0,1],r=t.center||[0,0,0],s=t.up||[0,1,0],l=t.distanceLimits||[0,1/0],c=t.mode||\"turntable\",u=n(),f=i(),h=a();return u.setDistanceLimits(l[0],l[1]),u.lookAt(0,e,r,s),f.setDistanceLimits(l[0],l[1]),f.lookAt(0,e,r,s),h.setDistanceLimits(l[0],l[1]),h.lookAt(0,e,r,s),new o({turntable:u,orbit:f,matrix:h},c)};var n=t(\"turntable-camera-controller\"),i=t(\"orbit-camera-controller\"),a=t(\"matrix-camera-controller\");function o(t,e){this._controllerNames=Object.keys(t),this._controllerList=this._controllerNames.map((function(e){return t[e]})),this._mode=e,this._active=t[e],this._active||(this._mode=\"turntable\",this._active=t.turntable),this.modes=this._controllerNames,this.computedMatrix=this._active.computedMatrix,this.computedEye=this._active.computedEye,this.computedUp=this._active.computedUp,this.computedCenter=this._active.computedCenter,this.computedRadius=this._active.computedRadius}var s=o.prototype;[[\"flush\",1],[\"idle\",1],[\"lookAt\",4],[\"rotate\",4],[\"pan\",4],[\"translate\",4],[\"setMatrix\",2],[\"setDistanceLimits\",2],[\"setDistance\",2]].forEach((function(t){for(var e=t[0],r=[],n=0;n<t[1];++n)r.push(\"a\"+n);var i=\"var cc=this._controllerList;for(var i=0;i<cc.length;++i){cc[i].\"+t[0]+\"(\"+r.join()+\")}\";s[e]=Function.apply(null,r.concat(i))})),s.recalcMatrix=function(t){this._active.recalcMatrix(t)},s.getDistance=function(t){return this._active.getDistance(t)},s.getDistanceLimits=function(t){return this._active.getDistanceLimits(t)},s.lastT=function(){return this._active.lastT()},s.setMode=function(t){if(t!==this._mode){var e=this._controllerNames.indexOf(t);if(!(e<0)){var r=this._active,n=this._controllerList[e],i=Math.max(r.lastT(),n.lastT());r.recalcMatrix(i),n.setMatrix(i,r.computedMatrix),this._active=n,this._mode=t,this.computedMatrix=this._active.computedMatrix,this.computedEye=this._active.computedEye,this.computedUp=this._active.computedUp,this.computedCenter=this._active.computedCenter,this.computedRadius=this._active.computedRadius}}},s.getMode=function(){return this._mode}},{\"matrix-camera-controller\":480,\"orbit-camera-controller\":501,\"turntable-camera-controller\":581}],55:[function(t,e,r){!function(n,i){\"object\"==typeof r&&\"undefined\"!=typeof e?i(r,t(\"d3-array\"),t(\"d3-collection\"),t(\"d3-shape\"),t(\"elementary-circuits-directed-graph\")):i(n.d3=n.d3||{},n.d3,n.d3,n.d3,null)}(this,(function(t,e,r,n,i){\"use strict\";function a(t){return t.target.depth}function o(t,e){return t.sourceLinks.length?t.depth:e-1}function s(t){return function(){return t}}i=i&&i.hasOwnProperty(\"default\")?i.default:i;var l=\"function\"==typeof Symbol&&\"symbol\"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&\"function\"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?\"symbol\":typeof t};function c(t,e){return f(t.source,e.source)||t.index-e.index}function u(t,e){return f(t.target,e.target)||t.index-e.index}function f(t,e){return t.partOfCycle===e.partOfCycle?t.y0-e.y0:\"top\"===t.circularLinkType||\"bottom\"===e.circularLinkType?-1:1}function h(t){return t.value}function p(t){return(t.y0+t.y1)/2}function d(t){return p(t.source)}function g(t){return p(t.target)}function m(t){return t.index}function v(t){return t.nodes}function y(t){return t.links}function x(t,e){var r=t.get(e);if(!r)throw new Error(\"missing: \"+e);return r}function b(t,e){return e(t)}function _(t,e,r){var n=0;if(null===r){for(var a=[],o=0;o<t.links.length;o++){var s=t.links[o],l=s.source.index,c=s.target.index;a[l]||(a[l]=[]),a[c]||(a[c]=[]),-1===a[l].indexOf(c)&&a[l].push(c)}var u=i(a);u.sort((function(t,e){return t.length-e.length}));var f={};for(o=0;o<u.length;o++){var h=u[o].slice(-2);f[h[0]]||(f[h[0]]={}),f[h[0]][h[1]]=!0}t.links.forEach((function(t){var e=t.target.index,r=t.source.index;e===r||f[r]&&f[r][e]?(t.circular=!0,t.circularLinkID=n,n+=1):t.circular=!1}))}else t.links.forEach((function(t){t.source[r]<t.target[r]?t.circular=!1:(t.circular=!0,t.circularLinkID=n,n+=1)}))}function w(t,e){var r=0,n=0;t.links.forEach((function(i){i.circular&&(i.source.circularLinkType||i.target.circularLinkType?i.circularLinkType=i.source.circularLinkType?i.source.circularLinkType:i.target.circularLinkType:i.circularLinkType=r<n?\"top\":\"bottom\",\"top\"==i.circularLinkType?r+=1:n+=1,t.nodes.forEach((function(t){b(t,e)!=b(i.source,e)&&b(t,e)!=b(i.target,e)||(t.circularLinkType=i.circularLinkType)})))})),t.links.forEach((function(t){t.circular&&(t.source.circularLinkType==t.target.circularLinkType&&(t.circularLinkType=t.source.circularLinkType),H(t,e)&&(t.circularLinkType=t.source.circularLinkType))}))}function T(t){var e=Math.abs(t.y1-t.y0),r=Math.abs(t.target.x0-t.source.x1);return Math.atan(r/e)}function k(t,e){var r=0;t.sourceLinks.forEach((function(t){r=t.circular&&!H(t,e)?r+1:r}));var n=0;return t.targetLinks.forEach((function(t){n=t.circular&&!H(t,e)?n+1:n})),r+n}function M(t){var e=t.source.sourceLinks,r=0;e.forEach((function(t){r=t.circular?r+1:r}));var n=t.target.targetLinks,i=0;return n.forEach((function(t){i=t.circular?i+1:i})),!(r>1||i>1)}function A(t,e,r){return t.sort(E),t.forEach((function(n,i){var a,o,s=0;if(H(n,r)&&M(n))n.circularPathData.verticalBuffer=s+n.width/2;else{for(var l=0;l<i;l++)if(a=t[i],o=t[l],!(a.source.column<o.target.column||a.target.column>o.source.column)){var c=t[l].circularPathData.verticalBuffer+t[l].width/2+e;s=c>s?c:s}n.circularPathData.verticalBuffer=s+n.width/2}})),t}function S(t,r,i,a){var o=e.min(t.links,(function(t){return t.source.y0}));t.links.forEach((function(t){t.circular&&(t.circularPathData={})})),A(t.links.filter((function(t){return\"top\"==t.circularLinkType})),r,a),A(t.links.filter((function(t){return\"bottom\"==t.circularLinkType})),r,a),t.links.forEach((function(e){if(e.circular){if(e.circularPathData.arcRadius=e.width+10,e.circularPathData.leftNodeBuffer=5,e.circularPathData.rightNodeBuffer=5,e.circularPathData.sourceWidth=e.source.x1-e.source.x0,e.circularPathData.sourceX=e.source.x0+e.circularPathData.sourceWidth,e.circularPathData.targetX=e.target.x0,e.circularPathData.sourceY=e.y0,e.circularPathData.targetY=e.y1,H(e,a)&&M(e))e.circularPathData.leftSmallArcRadius=10+e.width/2,e.circularPathData.leftLargeArcRadius=10+e.width/2,e.circularPathData.rightSmallArcRadius=10+e.width/2,e.circularPathData.rightLargeArcRadius=10+e.width/2,\"bottom\"==e.circularLinkType?(e.circularPathData.verticalFullExtent=e.source.y1+25+e.circularPathData.verticalBuffer,e.circularPathData.verticalLeftInnerExtent=e.circularPathData.verticalFullExtent-e.circularPathData.leftLargeArcRadius,e.circularPathData.verticalRightInnerExtent=e.circularPathData.verticalFullExtent-e.circularPathData.rightLargeArcRadius):(e.circularPathData.verticalFullExtent=e.source.y0-25-e.circularPathData.verticalBuffer,e.circularPathData.verticalLeftInnerExtent=e.circularPathData.verticalFullExtent+e.circularPathData.leftLargeArcRadius,e.circularPathData.verticalRightInnerExtent=e.circularPathData.verticalFullExtent+e.circularPathData.rightLargeArcRadius);else{var s=e.source.column,l=e.circularLinkType,c=t.links.filter((function(t){return t.source.column==s&&t.circularLinkType==l}));\"bottom\"==e.circularLinkType?c.sort(L):c.sort(C);var u=0;c.forEach((function(t,n){t.circularLinkID==e.circularLinkID&&(e.circularPathData.leftSmallArcRadius=10+e.width/2+u,e.circularPathData.leftLargeArcRadius=10+e.width/2+n*r+u),u+=t.width})),s=e.target.column,c=t.links.filter((function(t){return t.target.column==s&&t.circularLinkType==l})),\"bottom\"==e.circularLinkType?c.sort(P):c.sort(I),u=0,c.forEach((function(t,n){t.circularLinkID==e.circularLinkID&&(e.circularPathData.rightSmallArcRadius=10+e.width/2+u,e.circularPathData.rightLargeArcRadius=10+e.width/2+n*r+u),u+=t.width})),\"bottom\"==e.circularLinkType?(e.circularPathData.verticalFullExtent=Math.max(i,e.source.y1,e.target.y1)+25+e.circularPathData.verticalBuffer,e.circularPathData.verticalLeftInnerExtent=e.circularPathData.verticalFullExtent-e.circularPathData.leftLargeArcRadius,e.circularPathData.verticalRightInnerExtent=e.circularPathData.verticalFullExtent-e.circularPathData.rightLargeArcRadius):(e.circularPathData.verticalFullExtent=o-25-e.circularPathData.verticalBuffer,e.circularPathData.verticalLeftInnerExtent=e.circularPathData.verticalFullExtent+e.circularPathData.leftLargeArcRadius,e.circularPathData.verticalRightInnerExtent=e.circularPathData.verticalFullExtent+e.circularPathData.rightLargeArcRadius)}e.circularPathData.leftInnerExtent=e.circularPathData.sourceX+e.circularPathData.leftNodeBuffer,e.circularPathData.rightInnerExtent=e.circularPathData.targetX-e.circularPathData.rightNodeBuffer,e.circularPathData.leftFullExtent=e.circularPathData.sourceX+e.circularPathData.leftLargeArcRadius+e.circularPathData.leftNodeBuffer,e.circularPathData.rightFullExtent=e.circularPathData.targetX-e.circularPathData.rightLargeArcRadius-e.circularPathData.rightNodeBuffer}if(e.circular)e.path=function(t){var e=\"\";e=\"top\"==t.circularLinkType?\"M\"+t.circularPathData.sourceX+\" \"+t.circularPathData.sourceY+\" L\"+t.circularPathData.leftInnerExtent+\" \"+t.circularPathData.sourceY+\" A\"+t.circularPathData.leftLargeArcRadius+\" \"+t.circularPathData.leftSmallArcRadius+\" 0 0 0 \"+t.circularPathData.leftFullExtent+\" \"+(t.circularPathData.sourceY-t.circularPathData.leftSmallArcRadius)+\" L\"+t.circularPathData.leftFullExtent+\" \"+t.circularPathData.verticalLeftInnerExtent+\" A\"+t.circularPathData.leftLargeArcRadius+\" \"+t.circularPathData.leftLargeArcRadius+\" 0 0 0 \"+t.circularPathData.leftInnerExtent+\" \"+t.circularPathData.verticalFullExtent+\" L\"+t.circularPathData.rightInnerExtent+\" \"+t.circularPathData.verticalFullExtent+\" A\"+t.circularPathData.rightLargeArcRadius+\" \"+t.circularPathData.rightLargeArcRadius+\" 0 0 0 \"+t.circularPathData.rightFullExtent+\" \"+t.circularPathData.verticalRightInnerExtent+\" L\"+t.circularPathData.rightFullExtent+\" \"+(t.circularPathData.targetY-t.circularPathData.rightSmallArcRadius)+\" A\"+t.circularPathData.rightLargeArcRadius+\" \"+t.circularPathData.rightSmallArcRadius+\" 0 0 0 \"+t.circularPathData.rightInnerExtent+\" \"+t.circularPathData.targetY+\" L\"+t.circularPathData.targetX+\" \"+t.circularPathData.targetY:\"M\"+t.circularPathData.sourceX+\" \"+t.circularPathData.sourceY+\" L\"+t.circularPathData.leftInnerExtent+\" \"+t.circularPathData.sourceY+\" A\"+t.circularPathData.leftLargeArcRadius+\" \"+t.circularPathData.leftSmallArcRadius+\" 0 0 1 \"+t.circularPathData.leftFullExtent+\" \"+(t.circularPathData.sourceY+t.circularPathData.leftSmallArcRadius)+\" L\"+t.circularPathData.leftFullExtent+\" \"+t.circularPathData.verticalLeftInnerExtent+\" A\"+t.circularPathData.leftLargeArcRadius+\" \"+t.circularPathData.leftLargeArcRadius+\" 0 0 1 \"+t.circularPathData.leftInnerExtent+\" \"+t.circularPathData.verticalFullExtent+\" L\"+t.circularPathData.rightInnerExtent+\" \"+t.circularPathData.verticalFullExtent+\" A\"+t.circularPathData.rightLargeArcRadius+\" \"+t.circularPathData.rightLargeArcRadius+\" 0 0 1 \"+t.circularPathData.rightFullExtent+\" \"+t.circularPathData.verticalRightInnerExtent+\" L\"+t.circularPathData.rightFullExtent+\" \"+(t.circularPathData.targetY+t.circularPathData.rightSmallArcRadius)+\" A\"+t.circularPathData.rightLargeArcRadius+\" \"+t.circularPathData.rightSmallArcRadius+\" 0 0 1 \"+t.circularPathData.rightInnerExtent+\" \"+t.circularPathData.targetY+\" L\"+t.circularPathData.targetX+\" \"+t.circularPathData.targetY;return e}(e);else{var f=n.linkHorizontal().source((function(t){return[t.source.x0+(t.source.x1-t.source.x0),t.y0]})).target((function(t){return[t.target.x0,t.y1]}));e.path=f(e)}}))}function E(t,e){return z(t)==z(e)?\"bottom\"==t.circularLinkType?L(t,e):C(t,e):z(e)-z(t)}function C(t,e){return t.y0-e.y0}function L(t,e){return e.y0-t.y0}function I(t,e){return t.y1-e.y1}function P(t,e){return e.y1-t.y1}function z(t){return t.target.column-t.source.column}function O(t){return t.target.x0-t.source.x1}function D(t,e){var r=T(t),n=O(e)/Math.tan(r);return\"up\"==q(t)?t.y1+n:t.y1-n}function R(t,e){var r=T(t),n=O(e)/Math.tan(r);return\"up\"==q(t)?t.y1-n:t.y1+n}function F(t,e,r,n){t.links.forEach((function(i){if(!i.circular&&i.target.column-i.source.column>1){var a=i.source.column+1,o=i.target.column-1,s=1,l=o-a+1;for(s=1;a<=o;a++,s++)t.nodes.forEach((function(o){if(o.column==a){var c,u=s/(l+1),f=Math.pow(1-u,3),h=3*u*Math.pow(1-u,2),p=3*Math.pow(u,2)*(1-u),d=Math.pow(u,3),g=f*i.y0+h*i.y0+p*i.y1+d*i.y1,m=g-i.width/2,v=g+i.width/2;m>o.y0&&m<o.y1?(c=o.y1-m+10,c=\"bottom\"==o.circularLinkType?c:-c,o=N(o,c,e,r),t.nodes.forEach((function(t){b(t,n)!=b(o,n)&&t.column==o.column&&B(o,t)&&N(t,c,e,r)}))):(v>o.y0&&v<o.y1||m<o.y0&&v>o.y1)&&(c=v-o.y0+10,o=N(o,c,e,r),t.nodes.forEach((function(t){b(t,n)!=b(o,n)&&t.column==o.column&&t.y0<o.y1&&t.y1>o.y1&&N(t,c,e,r)})))}}))}}))}function B(t,e){return t.y0>e.y0&&t.y0<e.y1||(t.y1>e.y0&&t.y1<e.y1||t.y0<e.y0&&t.y1>e.y1)}function N(t,e,r,n){return t.y0+e>=r&&t.y1+e<=n&&(t.y0=t.y0+e,t.y1=t.y1+e,t.targetLinks.forEach((function(t){t.y1=t.y1+e})),t.sourceLinks.forEach((function(t){t.y0=t.y0+e}))),t}function j(t,e,r,n){t.nodes.forEach((function(i){n&&i.y+(i.y1-i.y0)>e&&(i.y=i.y-(i.y+(i.y1-i.y0)-e));var a=t.links.filter((function(t){return b(t.source,r)==b(i,r)})),o=a.length;o>1&&a.sort((function(t,e){if(!t.circular&&!e.circular){if(t.target.column==e.target.column)return t.y1-e.y1;if(!V(t,e))return t.y1-e.y1;if(t.target.column>e.target.column){var r=R(e,t);return t.y1-r}if(e.target.column>t.target.column)return R(t,e)-e.y1}return t.circular&&!e.circular?\"top\"==t.circularLinkType?-1:1:e.circular&&!t.circular?\"top\"==e.circularLinkType?1:-1:t.circular&&e.circular?t.circularLinkType===e.circularLinkType&&\"top\"==t.circularLinkType?t.target.column===e.target.column?t.target.y1-e.target.y1:e.target.column-t.target.column:t.circularLinkType===e.circularLinkType&&\"bottom\"==t.circularLinkType?t.target.column===e.target.column?e.target.y1-t.target.y1:t.target.column-e.target.column:\"top\"==t.circularLinkType?-1:1:void 0}));var s=i.y0;a.forEach((function(t){t.y0=s+t.width/2,s+=t.width})),a.forEach((function(t,e){if(\"bottom\"==t.circularLinkType){for(var r=e+1,n=0;r<o;r++)n+=a[r].width;t.y0=i.y1-n-t.width/2}}))}))}function U(t,e,r){t.nodes.forEach((function(e){var n=t.links.filter((function(t){return b(t.target,r)==b(e,r)})),i=n.length;i>1&&n.sort((function(t,e){if(!t.circular&&!e.circular){if(t.source.column==e.source.column)return t.y0-e.y0;if(!V(t,e))return t.y0-e.y0;if(e.source.column<t.source.column){var r=D(e,t);return t.y0-r}if(t.source.column<e.source.column)return D(t,e)-e.y0}return t.circular&&!e.circular?\"top\"==t.circularLinkType?-1:1:e.circular&&!t.circular?\"top\"==e.circularLinkType?1:-1:t.circular&&e.circular?t.circularLinkType===e.circularLinkType&&\"top\"==t.circularLinkType?t.source.column===e.source.column?t.source.y1-e.source.y1:t.source.column-e.source.column:t.circularLinkType===e.circularLinkType&&\"bottom\"==t.circularLinkType?t.source.column===e.source.column?t.source.y1-e.source.y1:e.source.column-t.source.column:\"top\"==t.circularLinkType?-1:1:void 0}));var a=e.y0;n.forEach((function(t){t.y1=a+t.width/2,a+=t.width})),n.forEach((function(t,r){if(\"bottom\"==t.circularLinkType){for(var a=r+1,o=0;a<i;a++)o+=n[a].width;t.y1=e.y1-o-t.width/2}}))}))}function V(t,e){return q(t)==q(e)}function q(t){return t.y0-t.y1>0?\"up\":\"down\"}function H(t,e){return b(t.source,e)==b(t.target,e)}function G(t,r,n){var i=t.nodes,a=t.links,o=!1,s=!1;if(a.forEach((function(t){\"top\"==t.circularLinkType?o=!0:\"bottom\"==t.circularLinkType&&(s=!0)})),0==o||0==s){var l=e.min(i,(function(t){return t.y0})),c=(n-r)/(e.max(i,(function(t){return t.y1}))-l);i.forEach((function(t){var e=(t.y1-t.y0)*c;t.y0=(t.y0-l)*c,t.y1=t.y0+e})),a.forEach((function(t){t.y0=(t.y0-l)*c,t.y1=(t.y1-l)*c,t.width=t.width*c}))}}t.sankeyCircular=function(){var t,n,i=0,a=0,b=1,T=1,M=24,A=m,E=o,C=v,L=y,I=32,P=2,z=null;function O(){var t={nodes:C.apply(null,arguments),links:L.apply(null,arguments)};D(t),_(t,A,z),R(t),B(t),w(t,A),N(t,I,A),V(t);for(var e=4,r=0;r<e;r++)j(t,T,A),U(t,T,A),F(t,a,T,A),j(t,T,A),U(t,T,A);return G(t,a,T),S(t,P,T,A),t}function D(t){t.nodes.forEach((function(t,e){t.index=e,t.sourceLinks=[],t.targetLinks=[]}));var e=r.map(t.nodes,A);return t.links.forEach((function(t,r){t.index=r;var n=t.source,i=t.target;\"object\"!==(\"undefined\"==typeof n?\"undefined\":l(n))&&(n=t.source=x(e,n)),\"object\"!==(\"undefined\"==typeof i?\"undefined\":l(i))&&(i=t.target=x(e,i)),n.sourceLinks.push(t),i.targetLinks.push(t)})),t}function R(t){t.nodes.forEach((function(t){t.partOfCycle=!1,t.value=Math.max(e.sum(t.sourceLinks,h),e.sum(t.targetLinks,h)),t.sourceLinks.forEach((function(e){e.circular&&(t.partOfCycle=!0,t.circularLinkType=e.circularLinkType)})),t.targetLinks.forEach((function(e){e.circular&&(t.partOfCycle=!0,t.circularLinkType=e.circularLinkType)}))}))}function B(t){var e,r,n;for(e=t.nodes,r=[],n=0;e.length;++n,e=r,r=[])e.forEach((function(t){t.depth=n,t.sourceLinks.forEach((function(t){r.indexOf(t.target)<0&&!t.circular&&r.push(t.target)}))}));for(e=t.nodes,r=[],n=0;e.length;++n,e=r,r=[])e.forEach((function(t){t.height=n,t.targetLinks.forEach((function(t){r.indexOf(t.source)<0&&!t.circular&&r.push(t.source)}))}));t.nodes.forEach((function(t){t.column=Math.floor(E.call(null,t,n))}))}function N(o,s,l){var c=r.nest().key((function(t){return t.column})).sortKeys(e.ascending).entries(o.nodes).map((function(t){return t.values}));!function(r){if(n){var s=1/0;c.forEach((function(t){var e=T*n/(t.length+1);s=e<s?e:s})),t=s}var l=e.min(c,(function(r){return(T-a-(r.length-1)*t)/e.sum(r,h)}));l*=.3,o.links.forEach((function(t){t.width=t.value*l}));var u=function(t){var r=0,n=0,i=0,a=0,o=e.max(t.nodes,(function(t){return t.column}));return t.links.forEach((function(t){t.circular&&(\"top\"==t.circularLinkType?r+=t.width:n+=t.width,0==t.target.column&&(a+=t.width),t.source.column==o&&(i+=t.width))})),{top:r=r>0?r+25+10:r,bottom:n=n>0?n+25+10:n,left:a=a>0?a+25+10:a,right:i=i>0?i+25+10:i}}(o),f=function(t,r){var n=e.max(t.nodes,(function(t){return t.column})),o=b-i,s=T-a,l=o/(o+r.right+r.left),c=s/(s+r.top+r.bottom);return i=i*l+r.left,b=0==r.right?b:b*l,a=a*c+r.top,T*=c,t.nodes.forEach((function(t){t.x0=i+t.column*((b-i-M)/n),t.x1=t.x0+M})),c}(o,u);l*=f,o.links.forEach((function(t){t.width=t.value*l})),c.forEach((function(t){var e=t.length;t.forEach((function(t,n){t.depth==c.length-1&&1==e||0==t.depth&&1==e?(t.y0=T/2-t.value*l,t.y1=t.y0+t.value*l):t.partOfCycle?0==k(t,r)?(t.y0=T/2+n,t.y1=t.y0+t.value*l):\"top\"==t.circularLinkType?(t.y0=a+n,t.y1=t.y0+t.value*l):(t.y0=T-t.value*l-n,t.y1=t.y0+t.value*l):0==u.top||0==u.bottom?(t.y0=(T-a)/e*n,t.y1=t.y0+t.value*l):(t.y0=(T-a)/2-e/2+n,t.y1=t.y0+t.value*l)}))}))}(l),y();for(var u=1,m=s;m>0;--m)v(u*=.99,l),y();function v(t,r){var n=c.length;c.forEach((function(i){var a=i.length,o=i[0].depth;i.forEach((function(i){var s;if(i.sourceLinks.length||i.targetLinks.length)if(i.partOfCycle&&k(i,r)>0);else if(0==o&&1==a)s=i.y1-i.y0,i.y0=T/2-s/2,i.y1=T/2+s/2;else if(o==n-1&&1==a)s=i.y1-i.y0,i.y0=T/2-s/2,i.y1=T/2+s/2;else{var l=e.mean(i.sourceLinks,g),c=e.mean(i.targetLinks,d),u=((l&&c?(l+c)/2:l||c)-p(i))*t;i.y0+=u,i.y1+=u}}))}))}function y(){c.forEach((function(e){var r,n,i,o=a,s=e.length;for(e.sort(f),i=0;i<s;++i)(n=o-(r=e[i]).y0)>0&&(r.y0+=n,r.y1+=n),o=r.y1+t;if((n=o-t-T)>0)for(o=r.y0-=n,r.y1-=n,i=s-2;i>=0;--i)(n=(r=e[i]).y1+t-o)>0&&(r.y0-=n,r.y1-=n),o=r.y0}))}}function V(t){t.nodes.forEach((function(t){t.sourceLinks.sort(u),t.targetLinks.sort(c)})),t.nodes.forEach((function(t){var e=t.y0,r=e,n=t.y1,i=n;t.sourceLinks.forEach((function(t){t.circular?(t.y0=n-t.width/2,n-=t.width):(t.y0=e+t.width/2,e+=t.width)})),t.targetLinks.forEach((function(t){t.circular?(t.y1=i-t.width/2,i-=t.width):(t.y1=r+t.width/2,r+=t.width)}))}))}return O.nodeId=function(t){return arguments.length?(A=\"function\"==typeof t?t:s(t),O):A},O.nodeAlign=function(t){return arguments.length?(E=\"function\"==typeof t?t:s(t),O):E},O.nodeWidth=function(t){return arguments.length?(M=+t,O):M},O.nodePadding=function(e){return arguments.length?(t=+e,O):t},O.nodes=function(t){return arguments.length?(C=\"function\"==typeof t?t:s(t),O):C},O.links=function(t){return arguments.length?(L=\"function\"==typeof t?t:s(t),O):L},O.size=function(t){return arguments.length?(i=a=0,b=+t[0],T=+t[1],O):[b-i,T-a]},O.extent=function(t){return arguments.length?(i=+t[0][0],b=+t[1][0],a=+t[0][1],T=+t[1][1],O):[[i,a],[b,T]]},O.iterations=function(t){return arguments.length?(I=+t,O):I},O.circularLinkGap=function(t){return arguments.length?(P=+t,O):P},O.nodePaddingRatio=function(t){return arguments.length?(n=+t,O):n},O.sortNodes=function(t){return arguments.length?(z=t,O):z},O.update=function(t){return w(t,A),V(t),t.links.forEach((function(t){t.circular&&(t.circularLinkType=t.y0+t.y1<T?\"top\":\"bottom\",t.source.circularLinkType=t.circularLinkType,t.target.circularLinkType=t.circularLinkType)})),j(t,T,A,!1),U(t,T,A),S(t,P,T,A),t},O},t.sankeyCenter=function(t){return t.targetLinks.length?t.depth:t.sourceLinks.length?e.min(t.sourceLinks,a)-1:0},t.sankeyLeft=function(t){return t.depth},t.sankeyRight=function(t,e){return e-1-t.height},t.sankeyJustify=o,Object.defineProperty(t,\"__esModule\",{value:!0})}))},{\"d3-array\":156,\"d3-collection\":157,\"d3-shape\":165,\"elementary-circuits-directed-graph\":179}],56:[function(t,e,r){!function(n,i){\"object\"==typeof r&&\"undefined\"!=typeof e?i(r,t(\"d3-array\"),t(\"d3-collection\"),t(\"d3-shape\")):i(n.d3=n.d3||{},n.d3,n.d3,n.d3)}(this,(function(t,e,r,n){\"use strict\";function i(t){return t.target.depth}function a(t,e){return t.sourceLinks.length?t.depth:e-1}function o(t){return function(){return t}}function s(t,e){return c(t.source,e.source)||t.index-e.index}function l(t,e){return c(t.target,e.target)||t.index-e.index}function c(t,e){return t.y0-e.y0}function u(t){return t.value}function f(t){return(t.y0+t.y1)/2}function h(t){return f(t.source)*t.value}function p(t){return f(t.target)*t.value}function d(t){return t.index}function g(t){return t.nodes}function m(t){return t.links}function v(t,e){var r=t.get(e);if(!r)throw new Error(\"missing: \"+e);return r}function y(t){return[t.source.x1,t.y0]}function x(t){return[t.target.x0,t.y1]}t.sankey=function(){var t=0,n=0,i=1,y=1,x=24,b=8,_=d,w=a,T=g,k=m,M=32;function A(){var t={nodes:T.apply(null,arguments),links:k.apply(null,arguments)};return S(t),E(t),C(t),L(t),I(t),t}function S(t){t.nodes.forEach((function(t,e){t.index=e,t.sourceLinks=[],t.targetLinks=[]}));var e=r.map(t.nodes,_);t.links.forEach((function(t,r){t.index=r;var n=t.source,i=t.target;\"object\"!=typeof n&&(n=t.source=v(e,n)),\"object\"!=typeof i&&(i=t.target=v(e,i)),n.sourceLinks.push(t),i.targetLinks.push(t)}))}function E(t){t.nodes.forEach((function(t){t.value=Math.max(e.sum(t.sourceLinks,u),e.sum(t.targetLinks,u))}))}function C(e){var r,n,a;for(r=e.nodes,n=[],a=0;r.length;++a,r=n,n=[])r.forEach((function(t){t.depth=a,t.sourceLinks.forEach((function(t){n.indexOf(t.target)<0&&n.push(t.target)}))}));for(r=e.nodes,n=[],a=0;r.length;++a,r=n,n=[])r.forEach((function(t){t.height=a,t.targetLinks.forEach((function(t){n.indexOf(t.source)<0&&n.push(t.source)}))}));var o=(i-t-x)/(a-1);e.nodes.forEach((function(e){e.x1=(e.x0=t+Math.max(0,Math.min(a-1,Math.floor(w.call(null,e,a))))*o)+x}))}function L(t){var i=r.nest().key((function(t){return t.x0})).sortKeys(e.ascending).entries(t.nodes).map((function(t){return t.values}));!function(){var r=e.max(i,(function(t){return t.length})),a=2/3*(y-n)/(r-1);b>a&&(b=a);var o=e.min(i,(function(t){return(y-n-(t.length-1)*b)/e.sum(t,u)}));i.forEach((function(t){t.forEach((function(t,e){t.y1=(t.y0=e)+t.value*o}))})),t.links.forEach((function(t){t.width=t.value*o}))}(),d();for(var a=1,o=M;o>0;--o)l(a*=.99),d(),s(a),d();function s(t){i.forEach((function(r){r.forEach((function(r){if(r.targetLinks.length){var n=(e.sum(r.targetLinks,h)/e.sum(r.targetLinks,u)-f(r))*t;r.y0+=n,r.y1+=n}}))}))}function l(t){i.slice().reverse().forEach((function(r){r.forEach((function(r){if(r.sourceLinks.length){var n=(e.sum(r.sourceLinks,p)/e.sum(r.sourceLinks,u)-f(r))*t;r.y0+=n,r.y1+=n}}))}))}function d(){i.forEach((function(t){var e,r,i,a=n,o=t.length;for(t.sort(c),i=0;i<o;++i)(r=a-(e=t[i]).y0)>0&&(e.y0+=r,e.y1+=r),a=e.y1+b;if((r=a-b-y)>0)for(a=e.y0-=r,e.y1-=r,i=o-2;i>=0;--i)(r=(e=t[i]).y1+b-a)>0&&(e.y0-=r,e.y1-=r),a=e.y0}))}}function I(t){t.nodes.forEach((function(t){t.sourceLinks.sort(l),t.targetLinks.sort(s)})),t.nodes.forEach((function(t){var e=t.y0,r=e;t.sourceLinks.forEach((function(t){t.y0=e+t.width/2,e+=t.width})),t.targetLinks.forEach((function(t){t.y1=r+t.width/2,r+=t.width}))}))}return A.update=function(t){return I(t),t},A.nodeId=function(t){return arguments.length?(_=\"function\"==typeof t?t:o(t),A):_},A.nodeAlign=function(t){return arguments.length?(w=\"function\"==typeof t?t:o(t),A):w},A.nodeWidth=function(t){return arguments.length?(x=+t,A):x},A.nodePadding=function(t){return arguments.length?(b=+t,A):b},A.nodes=function(t){return arguments.length?(T=\"function\"==typeof t?t:o(t),A):T},A.links=function(t){return arguments.length?(k=\"function\"==typeof t?t:o(t),A):k},A.size=function(e){return arguments.length?(t=n=0,i=+e[0],y=+e[1],A):[i-t,y-n]},A.extent=function(e){return arguments.length?(t=+e[0][0],i=+e[1][0],n=+e[0][1],y=+e[1][1],A):[[t,n],[i,y]]},A.iterations=function(t){return arguments.length?(M=+t,A):M},A},t.sankeyCenter=function(t){return t.targetLinks.length?t.depth:t.sourceLinks.length?e.min(t.sourceLinks,i)-1:0},t.sankeyLeft=function(t){return t.depth},t.sankeyRight=function(t,e){return e-1-t.height},t.sankeyJustify=a,t.sankeyLinkHorizontal=function(){return n.linkHorizontal().source(y).target(x)},Object.defineProperty(t,\"__esModule\",{value:!0})}))},{\"d3-array\":156,\"d3-collection\":157,\"d3-shape\":165}],57:[function(t,e,r){\"use strict\";e.exports=t(\"./quad\")},{\"./quad\":58}],58:[function(t,e,r){\"use strict\";var n=t(\"binary-search-bounds\"),i=t(\"clamp\"),a=t(\"parse-rect\"),o=t(\"array-bounds\"),s=t(\"pick-by-alias\"),l=t(\"defined\"),c=t(\"flatten-vertex-data\"),u=t(\"is-obj\"),f=t(\"dtype\"),h=t(\"math-log2\");function p(t,e){for(var r=e[0],n=e[1],a=1/(e[2]-r),o=1/(e[3]-n),s=new Array(t.length),l=0,c=t.length/2;l<c;l++)s[2*l]=i((t[2*l]-r)*a,0,1),s[2*l+1]=i((t[2*l+1]-n)*o,0,1);return s}e.exports=function(t,e){e||(e={}),t=c(t,\"float64\"),e=s(e,{bounds:\"range bounds dataBox databox\",maxDepth:\"depth maxDepth maxdepth level maxLevel maxlevel levels\",dtype:\"type dtype format out dst output destination\"});var r=l(e.maxDepth,255),i=l(e.bounds,o(t,2));i[0]===i[2]&&i[2]++,i[1]===i[3]&&i[3]++;var d,g=p(t,i),m=t.length>>>1;e.dtype||(e.dtype=\"array\"),\"string\"==typeof e.dtype?d=new(f(e.dtype))(m):e.dtype&&(d=e.dtype,Array.isArray(d)&&(d.length=m));for(var v=0;v<m;++v)d[v]=v;var y=[],x=[],b=[],_=[];!function t(e,n,i,a,o,s){if(!a.length)return null;var l=y[o]||(y[o]=[]),c=b[o]||(b[o]=[]),u=x[o]||(x[o]=[]),f=l.length;if(++o>r||s>1073741824){for(var h=0;h<a.length;h++)l.push(a[h]),c.push(s),u.push(null,null,null,null);return f}if(l.push(a[0]),c.push(s),a.length<=1)return u.push(null,null,null,null),f;for(var p=.5*i,d=e+p,m=n+p,v=[],_=[],w=[],T=[],k=1,M=a.length;k<M;k++){var A=a[k],S=g[2*A],E=g[2*A+1];S<d?E<m?v.push(A):_.push(A):E<m?w.push(A):T.push(A)}return s<<=2,u.push(t(e,n,p,v,o,s),t(e,m,p,_,o,s+1),t(d,n,p,w,o,s+2),t(d,m,p,T,o,s+3)),f}(0,0,1,d,0,1);for(var w=0,T=0;T<y.length;T++){var k=y[T];if(d.set)d.set(k,w);else for(var M=0,A=k.length;M<A;M++)d[M+w]=k[M];var S=w+y[T].length;_[T]=[w,S],w=S}return d.range=function(){var e,r=[],n=arguments.length;for(;n--;)r[n]=arguments[n];if(u(r[r.length-1])){var o=r.pop();r.length||null==o.x&&null==o.l&&null==o.left||(r=[o],e={}),e=s(o,{level:\"level maxLevel\",d:\"d diam diameter r radius px pxSize pixel pixelSize maxD size minSize\",lod:\"lod details ranges offsets\"})}else e={};r.length||(r=i);var c=a.apply(void 0,r),f=[Math.min(c.x,c.x+c.width),Math.min(c.y,c.y+c.height),Math.max(c.x,c.x+c.width),Math.max(c.y,c.y+c.height)],d=f[0],g=f[1],m=f[2],v=f[3],b=p([d,g,m,v],i),_=b[0],w=b[1],T=b[2],k=b[3],M=l(e.level,y.length);if(null!=e.d){var A;\"number\"==typeof e.d?A=[e.d,e.d]:e.d.length&&(A=e.d),M=Math.min(Math.max(Math.ceil(-h(Math.abs(A[0])/(i[2]-i[0]))),Math.ceil(-h(Math.abs(A[1])/(i[3]-i[1])))),M)}if(M=Math.min(M,y.length),e.lod)return E(_,w,T,k,M);var S=[];function C(e,r,n,i,a,o){if(null!==a&&null!==o&&!(_>e+n||w>r+n||T<e||k<r||i>=M||a===o)){var s=y[i];void 0===o&&(o=s.length);for(var l=a;l<o;l++){var c=s[l],u=t[2*c],f=t[2*c+1];u>=d&&u<=m&&f>=g&&f<=v&&S.push(c)}var h=x[i],p=h[4*a+0],b=h[4*a+1],A=h[4*a+2],E=h[4*a+3],I=L(h,a+1),P=.5*n,z=i+1;C(e,r,P,z,p,b||A||E||I),C(e,r+P,P,z,b,A||E||I),C(e+P,r,P,z,A,E||I),C(e+P,r+P,P,z,E,I)}}function L(t,e){for(var r=null,n=0;null===r;)if(r=t[4*e+n],++n>t.length)return null;return r}return C(0,0,1,0,0,1),S},d;function E(t,e,r,i,a){for(var o=[],s=0;s<a;s++){var l=b[s],c=_[s][0],u=C(t,e,s),f=C(r,i,s),h=n.ge(l,u),p=n.gt(l,f,h,l.length-1);o[s]=[h+c,p+c]}return o}function C(t,e,r){for(var n=1,i=.5,a=.5,o=.5,s=0;s<r;s++)n<<=2,n+=t<i?e<a?0:1:e<a?2:3,o*=.5,i+=t<i?-o:o,a+=e<a?-o:o;return n}}},{\"array-bounds\":70,\"binary-search-bounds\":96,clamp:120,defined:170,dtype:175,\"flatten-vertex-data\":244,\"is-obj\":468,\"math-log2\":479,\"parse-rect\":504,\"pick-by-alias\":511}],59:[function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=t(\"@turf/meta\");function i(t){var e=0;if(t&&t.length>0){e+=Math.abs(a(t[0]));for(var r=1;r<t.length;r++)e-=Math.abs(a(t[r]))}return e}function a(t){var e,r,n,i,a,s,l=0,c=t.length;if(c>2){for(s=0;s<c;s++)s===c-2?(n=c-2,i=c-1,a=0):s===c-1?(n=c-1,i=0,a=1):(n=s,i=s+1,a=s+2),e=t[n],r=t[i],l+=(o(t[a][0])-o(e[0]))*Math.sin(o(r[1]));l=6378137*l*6378137/2}return l}function o(t){return t*Math.PI/180}r.default=function(t){return n.geomReduce(t,(function(t,e){return t+function(t){var e,r=0;switch(t.type){case\"Polygon\":return i(t.coordinates);case\"MultiPolygon\":for(e=0;e<t.coordinates.length;e++)r+=i(t.coordinates[e]);return r;case\"Point\":case\"MultiPoint\":case\"LineString\":case\"MultiLineString\":return 0}return 0}(e)}),0)}},{\"@turf/meta\":63}],60:[function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=t(\"@turf/meta\");r.default=function(t){var e=[1/0,1/0,-1/0,-1/0];return n.coordEach(t,(function(t){e[0]>t[0]&&(e[0]=t[0]),e[1]>t[1]&&(e[1]=t[1]),e[2]<t[0]&&(e[2]=t[0]),e[3]<t[1]&&(e[3]=t[1])})),e}},{\"@turf/meta\":63}],61:[function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=t(\"@turf/meta\"),i=t(\"@turf/helpers\");r.default=function(t,e){void 0===e&&(e={});var r=0,a=0,o=0;return n.coordEach(t,(function(t){r+=t[0],a+=t[1],o++})),i.point([r/o,a/o],e.properties)}},{\"@turf/helpers\":62,\"@turf/meta\":63}],62:[function(t,e,r){\"use strict\";function n(t,e,r){void 0===r&&(r={});var n={type:\"Feature\"};return(0===r.id||r.id)&&(n.id=r.id),r.bbox&&(n.bbox=r.bbox),n.properties=e||{},n.geometry=t,n}function i(t,e,r){return void 0===r&&(r={}),n({type:\"Point\",coordinates:t},e,r)}function a(t,e,r){void 0===r&&(r={});for(var i=0,a=t;i<a.length;i++){var o=a[i];if(o.length<4)throw new Error(\"Each LinearRing of a Polygon must have 4 or more Positions.\");for(var s=0;s<o[o.length-1].length;s++)if(o[o.length-1][s]!==o[0][s])throw new Error(\"First and last Position are not equivalent.\")}return n({type:\"Polygon\",coordinates:t},e,r)}function o(t,e,r){if(void 0===r&&(r={}),t.length<2)throw new Error(\"coordinates must be an array of two or more positions\");return n({type:\"LineString\",coordinates:t},e,r)}function s(t,e){void 0===e&&(e={});var r={type:\"FeatureCollection\"};return e.id&&(r.id=e.id),e.bbox&&(r.bbox=e.bbox),r.features=t,r}function l(t,e,r){return void 0===r&&(r={}),n({type:\"MultiLineString\",coordinates:t},e,r)}function c(t,e,r){return void 0===r&&(r={}),n({type:\"MultiPoint\",coordinates:t},e,r)}function u(t,e,r){return void 0===r&&(r={}),n({type:\"MultiPolygon\",coordinates:t},e,r)}function f(t,e){void 0===e&&(e=\"kilometers\");var n=r.factors[e];if(!n)throw new Error(e+\" units is invalid\");return t*n}function h(t,e){void 0===e&&(e=\"kilometers\");var n=r.factors[e];if(!n)throw new Error(e+\" units is invalid\");return t/n}function p(t){return 180*(t%(2*Math.PI))/Math.PI}function d(t){return!isNaN(t)&&null!==t&&!Array.isArray(t)&&!/^\\s*$/.test(t)}Object.defineProperty(r,\"__esModule\",{value:!0}),r.earthRadius=6371008.8,r.factors={centimeters:100*r.earthRadius,centimetres:100*r.earthRadius,degrees:r.earthRadius/111325,feet:3.28084*r.earthRadius,inches:39.37*r.earthRadius,kilometers:r.earthRadius/1e3,kilometres:r.earthRadius/1e3,meters:r.earthRadius,metres:r.earthRadius,miles:r.earthRadius/1609.344,millimeters:1e3*r.earthRadius,millimetres:1e3*r.earthRadius,nauticalmiles:r.earthRadius/1852,radians:1,yards:r.earthRadius/1.0936},r.unitsFactors={centimeters:100,centimetres:100,degrees:1/111325,feet:3.28084,inches:39.37,kilometers:.001,kilometres:.001,meters:1,metres:1,miles:1/1609.344,millimeters:1e3,millimetres:1e3,nauticalmiles:1/1852,radians:1/r.earthRadius,yards:1/1.0936},r.areaFactors={acres:247105e-9,centimeters:1e4,centimetres:1e4,feet:10.763910417,inches:1550.003100006,kilometers:1e-6,kilometres:1e-6,meters:1,metres:1,miles:386e-9,millimeters:1e6,millimetres:1e6,yards:1.195990046},r.feature=n,r.geometry=function(t,e,r){switch(void 0===r&&(r={}),t){case\"Point\":return i(e).geometry;case\"LineString\":return o(e).geometry;case\"Polygon\":return a(e).geometry;case\"MultiPoint\":return c(e).geometry;case\"MultiLineString\":return l(e).geometry;case\"MultiPolygon\":return u(e).geometry;default:throw new Error(t+\" is invalid\")}},r.point=i,r.points=function(t,e,r){return void 0===r&&(r={}),s(t.map((function(t){return i(t,e)})),r)},r.polygon=a,r.polygons=function(t,e,r){return void 0===r&&(r={}),s(t.map((function(t){return a(t,e)})),r)},r.lineString=o,r.lineStrings=function(t,e,r){return void 0===r&&(r={}),s(t.map((function(t){return o(t,e)})),r)},r.featureCollection=s,r.multiLineString=l,r.multiPoint=c,r.multiPolygon=u,r.geometryCollection=function(t,e,r){return void 0===r&&(r={}),n({type:\"GeometryCollection\",geometries:t},e,r)},r.round=function(t,e){if(void 0===e&&(e=0),e&&!(e>=0))throw new Error(\"precision must be a positive number\");var r=Math.pow(10,e||0);return Math.round(t*r)/r},r.radiansToLength=f,r.lengthToRadians=h,r.lengthToDegrees=function(t,e){return p(h(t,e))},r.bearingToAzimuth=function(t){var e=t%360;return e<0&&(e+=360),e},r.radiansToDegrees=p,r.degreesToRadians=function(t){return t%360*Math.PI/180},r.convertLength=function(t,e,r){if(void 0===e&&(e=\"kilometers\"),void 0===r&&(r=\"kilometers\"),!(t>=0))throw new Error(\"length must be a positive number\");return f(h(t,e),r)},r.convertArea=function(t,e,n){if(void 0===e&&(e=\"meters\"),void 0===n&&(n=\"kilometers\"),!(t>=0))throw new Error(\"area must be a positive number\");var i=r.areaFactors[e];if(!i)throw new Error(\"invalid original units\");var a=r.areaFactors[n];if(!a)throw new Error(\"invalid final units\");return t/i*a},r.isNumber=d,r.isObject=function(t){return!!t&&t.constructor===Object},r.validateBBox=function(t){if(!t)throw new Error(\"bbox is required\");if(!Array.isArray(t))throw new Error(\"bbox must be an Array\");if(4!==t.length&&6!==t.length)throw new Error(\"bbox must be an Array of 4 or 6 numbers\");t.forEach((function(t){if(!d(t))throw new Error(\"bbox must only contain numbers\")}))},r.validateId=function(t){if(!t)throw new Error(\"id is required\");if(-1===[\"string\",\"number\"].indexOf(typeof t))throw new Error(\"id must be a number or a string\")},r.radians2degrees=function(){throw new Error(\"method has been renamed to `radiansToDegrees`\")},r.degrees2radians=function(){throw new Error(\"method has been renamed to `degreesToRadians`\")},r.distanceToDegrees=function(){throw new Error(\"method has been renamed to `lengthToDegrees`\")},r.distanceToRadians=function(){throw new Error(\"method has been renamed to `lengthToRadians`\")},r.radiansToDistance=function(){throw new Error(\"method has been renamed to `radiansToLength`\")},r.bearingToAngle=function(){throw new Error(\"method has been renamed to `bearingToAzimuth`\")},r.convertDistance=function(){throw new Error(\"method has been renamed to `convertLength`\")}},{}],63:[function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=t(\"@turf/helpers\");function i(t,e,r){if(null!==t)for(var n,a,o,s,l,c,u,f,h=0,p=0,d=t.type,g=\"FeatureCollection\"===d,m=\"Feature\"===d,v=g?t.features.length:1,y=0;y<v;y++){l=(f=!!(u=g?t.features[y].geometry:m?t.geometry:t)&&\"GeometryCollection\"===u.type)?u.geometries.length:1;for(var x=0;x<l;x++){var b=0,_=0;if(null!==(s=f?u.geometries[x]:u)){c=s.coordinates;var w=s.type;switch(h=!r||\"Polygon\"!==w&&\"MultiPolygon\"!==w?0:1,w){case null:break;case\"Point\":if(!1===e(c,p,y,b,_))return!1;p++,b++;break;case\"LineString\":case\"MultiPoint\":for(n=0;n<c.length;n++){if(!1===e(c[n],p,y,b,_))return!1;p++,\"MultiPoint\"===w&&b++}\"LineString\"===w&&b++;break;case\"Polygon\":case\"MultiLineString\":for(n=0;n<c.length;n++){for(a=0;a<c[n].length-h;a++){if(!1===e(c[n][a],p,y,b,_))return!1;p++}\"MultiLineString\"===w&&b++,\"Polygon\"===w&&_++}\"Polygon\"===w&&b++;break;case\"MultiPolygon\":for(n=0;n<c.length;n++){for(_=0,a=0;a<c[n].length;a++){for(o=0;o<c[n][a].length-h;o++){if(!1===e(c[n][a][o],p,y,b,_))return!1;p++}_++}b++}break;case\"GeometryCollection\":for(n=0;n<s.geometries.length;n++)if(!1===i(s.geometries[n],e,r))return!1;break;default:throw new Error(\"Unknown Geometry Type\")}}}}}function a(t,e){var r;switch(t.type){case\"FeatureCollection\":for(r=0;r<t.features.length&&!1!==e(t.features[r].properties,r);r++);break;case\"Feature\":e(t.properties,0)}}function o(t,e){if(\"Feature\"===t.type)e(t,0);else if(\"FeatureCollection\"===t.type)for(var r=0;r<t.features.length&&!1!==e(t.features[r],r);r++);}function s(t,e){var r,n,i,a,o,s,l,c,u,f,h=0,p=\"FeatureCollection\"===t.type,d=\"Feature\"===t.type,g=p?t.features.length:1;for(r=0;r<g;r++){for(s=p?t.features[r].geometry:d?t.geometry:t,c=p?t.features[r].properties:d?t.properties:{},u=p?t.features[r].bbox:d?t.bbox:void 0,f=p?t.features[r].id:d?t.id:void 0,o=(l=!!s&&\"GeometryCollection\"===s.type)?s.geometries.length:1,i=0;i<o;i++)if(null!==(a=l?s.geometries[i]:s))switch(a.type){case\"Point\":case\"LineString\":case\"MultiPoint\":case\"Polygon\":case\"MultiLineString\":case\"MultiPolygon\":if(!1===e(a,h,c,u,f))return!1;break;case\"GeometryCollection\":for(n=0;n<a.geometries.length;n++)if(!1===e(a.geometries[n],h,c,u,f))return!1;break;default:throw new Error(\"Unknown Geometry Type\")}else if(!1===e(null,h,c,u,f))return!1;h++}}function l(t,e){s(t,(function(t,r,i,a,o){var s,l=null===t?null:t.type;switch(l){case null:case\"Point\":case\"LineString\":case\"Polygon\":return!1!==e(n.feature(t,i,{bbox:a,id:o}),r,0)&&void 0}switch(l){case\"MultiPoint\":s=\"Point\";break;case\"MultiLineString\":s=\"LineString\";break;case\"MultiPolygon\":s=\"Polygon\"}for(var c=0;c<t.coordinates.length;c++){var u={type:s,coordinates:t.coordinates[c]};if(!1===e(n.feature(u,i),r,c))return!1}}))}function c(t,e){l(t,(function(t,r,a){var o=0;if(t.geometry){var s=t.geometry.type;if(\"Point\"!==s&&\"MultiPoint\"!==s){var l,c=0,u=0,f=0;return!1!==i(t,(function(i,s,h,p,d){if(void 0===l||r>c||p>u||d>f)return l=i,c=r,u=p,f=d,void(o=0);var g=n.lineString([l,i],t.properties);if(!1===e(g,r,a,d,o))return!1;o++,l=i}))&&void 0}}}))}function u(t,e){if(!t)throw new Error(\"geojson is required\");l(t,(function(t,r,i){if(null!==t.geometry){var a=t.geometry.type,o=t.geometry.coordinates;switch(a){case\"LineString\":if(!1===e(t,r,i,0,0))return!1;break;case\"Polygon\":for(var s=0;s<o.length;s++)if(!1===e(n.lineString(o[s],t.properties),r,i,s))return!1}}}))}r.coordEach=i,r.coordReduce=function(t,e,r,n){var a=r;return i(t,(function(t,n,i,o,s){a=0===n&&void 0===r?t:e(a,t,n,i,o,s)}),n),a},r.propEach=a,r.propReduce=function(t,e,r){var n=r;return a(t,(function(t,i){n=0===i&&void 0===r?t:e(n,t,i)})),n},r.featureEach=o,r.featureReduce=function(t,e,r){var n=r;return o(t,(function(t,i){n=0===i&&void 0===r?t:e(n,t,i)})),n},r.coordAll=function(t){var e=[];return i(t,(function(t){e.push(t)})),e},r.geomEach=s,r.geomReduce=function(t,e,r){var n=r;return s(t,(function(t,i,a,o,s){n=0===i&&void 0===r?t:e(n,t,i,a,o,s)})),n},r.flattenEach=l,r.flattenReduce=function(t,e,r){var n=r;return l(t,(function(t,i,a){n=0===i&&0===a&&void 0===r?t:e(n,t,i,a)})),n},r.segmentEach=c,r.segmentReduce=function(t,e,r){var n=r,i=!1;return c(t,(function(t,a,o,s,l){n=!1===i&&void 0===r?t:e(n,t,a,o,s,l),i=!0})),n},r.lineEach=u,r.lineReduce=function(t,e,r){var n=r;return u(t,(function(t,i,a,o){n=0===i&&void 0===r?t:e(n,t,i,a,o)})),n},r.findSegment=function(t,e){if(e=e||{},!n.isObject(e))throw new Error(\"options is invalid\");var r,i=e.featureIndex||0,a=e.multiFeatureIndex||0,o=e.geometryIndex||0,s=e.segmentIndex||0,l=e.properties;switch(t.type){case\"FeatureCollection\":i<0&&(i=t.features.length+i),l=l||t.features[i].properties,r=t.features[i].geometry;break;case\"Feature\":l=l||t.properties,r=t.geometry;break;case\"Point\":case\"MultiPoint\":return null;case\"LineString\":case\"Polygon\":case\"MultiLineString\":case\"MultiPolygon\":r=t;break;default:throw new Error(\"geojson is invalid\")}if(null===r)return null;var c=r.coordinates;switch(r.type){case\"Point\":case\"MultiPoint\":return null;case\"LineString\":return s<0&&(s=c.length+s-1),n.lineString([c[s],c[s+1]],l,e);case\"Polygon\":return o<0&&(o=c.length+o),s<0&&(s=c[o].length+s-1),n.lineString([c[o][s],c[o][s+1]],l,e);case\"MultiLineString\":return a<0&&(a=c.length+a),s<0&&(s=c[a].length+s-1),n.lineString([c[a][s],c[a][s+1]],l,e);case\"MultiPolygon\":return a<0&&(a=c.length+a),o<0&&(o=c[a].length+o),s<0&&(s=c[a][o].length-s-1),n.lineString([c[a][o][s],c[a][o][s+1]],l,e)}throw new Error(\"geojson is invalid\")},r.findPoint=function(t,e){if(e=e||{},!n.isObject(e))throw new Error(\"options is invalid\");var r,i=e.featureIndex||0,a=e.multiFeatureIndex||0,o=e.geometryIndex||0,s=e.coordIndex||0,l=e.properties;switch(t.type){case\"FeatureCollection\":i<0&&(i=t.features.length+i),l=l||t.features[i].properties,r=t.features[i].geometry;break;case\"Feature\":l=l||t.properties,r=t.geometry;break;case\"Point\":case\"MultiPoint\":return null;case\"LineString\":case\"Polygon\":case\"MultiLineString\":case\"MultiPolygon\":r=t;break;default:throw new Error(\"geojson is invalid\")}if(null===r)return null;var c=r.coordinates;switch(r.type){case\"Point\":return n.point(c,l,e);case\"MultiPoint\":return a<0&&(a=c.length+a),n.point(c[a],l,e);case\"LineString\":return s<0&&(s=c.length+s),n.point(c[s],l,e);case\"Polygon\":return o<0&&(o=c.length+o),s<0&&(s=c[o].length+s),n.point(c[o][s],l,e);case\"MultiLineString\":return a<0&&(a=c.length+a),s<0&&(s=c[a].length+s),n.point(c[a][s],l,e);case\"MultiPolygon\":return a<0&&(a=c.length+a),o<0&&(o=c[a].length+o),s<0&&(s=c[a][o].length-s),n.point(c[a][o][s],l,e)}throw new Error(\"geojson is invalid\")}},{\"@turf/helpers\":62}],64:[function(t,e,r){\"use strict\";var n=\"undefined\"==typeof WeakMap?t(\"weak-map\"):WeakMap,i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=new n;e.exports=function(t){var e=o.get(t),r=e&&(e._triangleBuffer.handle||e._triangleBuffer.buffer);if(!r||!t.isBuffer(r)){var n=i(t,new Float32Array([-1,-1,-1,4,4,-1]));(e=a(t,[{buffer:n,type:t.FLOAT,size:2}]))._triangleBuffer=n,o.set(t,e)}e.bind(),t.drawArrays(t.TRIANGLES,0,3),e.unbind()}},{\"gl-buffer\":259,\"gl-vao\":358,\"weak-map\":602}],65:[function(t,e,r){e.exports=function(t){var e=0,r=0,n=0,i=0;return t.map((function(t){var a=(t=t.slice())[0],o=a.toUpperCase();if(a!=o)switch(t[0]=o,a){case\"a\":t[6]+=n,t[7]+=i;break;case\"v\":t[1]+=i;break;case\"h\":t[1]+=n;break;default:for(var s=1;s<t.length;)t[s++]+=n,t[s++]+=i}switch(o){case\"Z\":n=e,i=r;break;case\"H\":n=t[1];break;case\"V\":i=t[1];break;case\"M\":n=e=t[1],i=r=t[2];break;default:n=t[t.length-2],i=t[t.length-1]}return t}))}},{}],66:[function(t,e,r){var n=t(\"pad-left\");e.exports=function(t,e,r){e=\"number\"==typeof e?e:1,r=r||\": \";var i=t.split(/\\r?\\n/),a=String(i.length+e-1).length;return i.map((function(t,i){var o=i+e,s=String(o).length;return n(o,a-s)+r+t})).join(\"\\n\")}},{\"pad-left\":502}],67:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.length;if(0===e)return[];if(1===e)return[0];for(var r=t[0].length,n=[t[0]],a=[0],o=1;o<e;++o)if(n.push(t[o]),i(n,r)){if(a.push(o),a.length===r+1)return a}else n.pop();return a};var n=t(\"robust-orientation\");function i(t,e){for(var r=new Array(e+1),i=0;i<t.length;++i)r[i]=t[i];for(i=0;i<=t.length;++i){for(var a=t.length;a<=e;++a){for(var o=new Array(e),s=0;s<e;++s)o[s]=Math.pow(a+1-i,s);r[a]=o}if(n.apply(void 0,r))return!0}return!1}},{\"robust-orientation\":548}],68:[function(t,e,r){\"use strict\";e.exports=function(t,e){return n(e).filter((function(r){for(var n=new Array(r.length),a=0;a<r.length;++a)n[a]=e[r[a]];return i(n)*t<1}))};var n=t(\"delaunay-triangulate\"),i=t(\"circumradius\")},{circumradius:119,\"delaunay-triangulate\":171}],69:[function(t,e,r){e.exports=function(t,e){return i(n(t,e))};var n=t(\"alpha-complex\"),i=t(\"simplicial-complex-boundary\")},{\"alpha-complex\":68,\"simplicial-complex-boundary\":555}],70:[function(t,e,r){\"use strict\";e.exports=function(t,e){if(!t||null==t.length)throw Error(\"Argument should be an array\");e=null==e?1:Math.floor(e);for(var r=Array(2*e),n=0;n<e;n++){for(var i=-1/0,a=1/0,o=n,s=t.length;o<s;o+=e)t[o]>i&&(i=t[o]),t[o]<a&&(a=t[o]);r[n]=a,r[e+n]=i}return r}},{}],71:[function(t,e,r){\"use strict\";var n=t(\"array-bounds\");e.exports=function(t,e,r){if(!t||null==t.length)throw Error(\"Argument should be an array\");null==e&&(e=1);null==r&&(r=n(t,e));for(var i=0;i<e;i++){var a=r[e+i],o=r[i],s=i,l=t.length;if(a===1/0&&o===-1/0)for(s=i;s<l;s+=e)t[s]=t[s]===a?1:t[s]===o?0:.5;else if(a===1/0)for(s=i;s<l;s+=e)t[s]=t[s]===a?1:0;else if(o===-1/0)for(s=i;s<l;s+=e)t[s]=t[s]===o?0:1;else{var c=a-o;for(s=i;s<l;s+=e)isNaN(t[s])||(t[s]=0===c?.5:(t[s]-o)/c)}}return t}},{\"array-bounds\":70}],72:[function(t,e,r){e.exports=function(t,e){var r=\"number\"==typeof t,n=\"number\"==typeof e;r&&!n?(e=t,t=0):r||n||(t=0,e=0);var i=(e|=0)-(t|=0);if(i<0)throw new Error(\"array length must be positive\");for(var a=new Array(i),o=0,s=t;o<i;o++,s++)a[o]=s;return a}},{}],73:[function(t,e,r){(function(r){(function(){\"use strict\";var n=t(\"object-assign\");\n",
       "/*!\n",
       " * The buffer module from node.js, for the browser.\n",
       " *\n",
       " * @author   Feross Aboukhadijeh <feross@feross.org> <http://feross.org>\n",
       " * @license  MIT\n",
       " */function i(t,e){if(t===e)return 0;for(var r=t.length,n=e.length,i=0,a=Math.min(r,n);i<a;++i)if(t[i]!==e[i]){r=t[i],n=e[i];break}return r<n?-1:n<r?1:0}function a(t){return r.Buffer&&\"function\"==typeof r.Buffer.isBuffer?r.Buffer.isBuffer(t):!(null==t||!t._isBuffer)}var o=t(\"util/\"),s=Object.prototype.hasOwnProperty,l=Array.prototype.slice,c=\"foo\"===function(){}.name;function u(t){return Object.prototype.toString.call(t)}function f(t){return!a(t)&&(\"function\"==typeof r.ArrayBuffer&&(\"function\"==typeof ArrayBuffer.isView?ArrayBuffer.isView(t):!!t&&(t instanceof DataView||!!(t.buffer&&t.buffer instanceof ArrayBuffer))))}var h=e.exports=y,p=/\\s*function\\s+([^\\(\\s]*)\\s*/;function d(t){if(o.isFunction(t)){if(c)return t.name;var e=t.toString().match(p);return e&&e[1]}}function g(t,e){return\"string\"==typeof t?t.length<e?t:t.slice(0,e):t}function m(t){if(c||!o.isFunction(t))return o.inspect(t);var e=d(t);return\"[Function\"+(e?\": \"+e:\"\")+\"]\"}function v(t,e,r,n,i){throw new h.AssertionError({message:r,actual:t,expected:e,operator:n,stackStartFunction:i})}function y(t,e){t||v(t,!0,e,\"==\",h.ok)}function x(t,e,r,n){if(t===e)return!0;if(a(t)&&a(e))return 0===i(t,e);if(o.isDate(t)&&o.isDate(e))return t.getTime()===e.getTime();if(o.isRegExp(t)&&o.isRegExp(e))return t.source===e.source&&t.global===e.global&&t.multiline===e.multiline&&t.lastIndex===e.lastIndex&&t.ignoreCase===e.ignoreCase;if(null!==t&&\"object\"==typeof t||null!==e&&\"object\"==typeof e){if(f(t)&&f(e)&&u(t)===u(e)&&!(t instanceof Float32Array||t instanceof Float64Array))return 0===i(new Uint8Array(t.buffer),new Uint8Array(e.buffer));if(a(t)!==a(e))return!1;var s=(n=n||{actual:[],expected:[]}).actual.indexOf(t);return-1!==s&&s===n.expected.indexOf(e)||(n.actual.push(t),n.expected.push(e),function(t,e,r,n){if(null==t||null==e)return!1;if(o.isPrimitive(t)||o.isPrimitive(e))return t===e;if(r&&Object.getPrototypeOf(t)!==Object.getPrototypeOf(e))return!1;var i=b(t),a=b(e);if(i&&!a||!i&&a)return!1;if(i)return t=l.call(t),e=l.call(e),x(t,e,r);var s,c,u=T(t),f=T(e);if(u.length!==f.length)return!1;for(u.sort(),f.sort(),c=u.length-1;c>=0;c--)if(u[c]!==f[c])return!1;for(c=u.length-1;c>=0;c--)if(s=u[c],!x(t[s],e[s],r,n))return!1;return!0}(t,e,r,n))}return r?t===e:t==e}function b(t){return\"[object Arguments]\"==Object.prototype.toString.call(t)}function _(t,e){if(!t||!e)return!1;if(\"[object RegExp]\"==Object.prototype.toString.call(e))return e.test(t);try{if(t instanceof e)return!0}catch(t){}return!Error.isPrototypeOf(e)&&!0===e.call({},t)}function w(t,e,r,n){var i;if(\"function\"!=typeof e)throw new TypeError('\"block\" argument must be a function');\"string\"==typeof r&&(n=r,r=null),i=function(t){var e;try{t()}catch(t){e=t}return e}(e),n=(r&&r.name?\" (\"+r.name+\").\":\".\")+(n?\" \"+n:\".\"),t&&!i&&v(i,r,\"Missing expected exception\"+n);var a=\"string\"==typeof n,s=!t&&i&&!r;if((!t&&o.isError(i)&&a&&_(i,r)||s)&&v(i,r,\"Got unwanted exception\"+n),t&&i&&r&&!_(i,r)||!t&&i)throw i}h.AssertionError=function(t){this.name=\"AssertionError\",this.actual=t.actual,this.expected=t.expected,this.operator=t.operator,t.message?(this.message=t.message,this.generatedMessage=!1):(this.message=function(t){return g(m(t.actual),128)+\" \"+t.operator+\" \"+g(m(t.expected),128)}(this),this.generatedMessage=!0);var e=t.stackStartFunction||v;if(Error.captureStackTrace)Error.captureStackTrace(this,e);else{var r=new Error;if(r.stack){var n=r.stack,i=d(e),a=n.indexOf(\"\\n\"+i);if(a>=0){var o=n.indexOf(\"\\n\",a+1);n=n.substring(o+1)}this.stack=n}}},o.inherits(h.AssertionError,Error),h.fail=v,h.ok=y,h.equal=function(t,e,r){t!=e&&v(t,e,r,\"==\",h.equal)},h.notEqual=function(t,e,r){t==e&&v(t,e,r,\"!=\",h.notEqual)},h.deepEqual=function(t,e,r){x(t,e,!1)||v(t,e,r,\"deepEqual\",h.deepEqual)},h.deepStrictEqual=function(t,e,r){x(t,e,!0)||v(t,e,r,\"deepStrictEqual\",h.deepStrictEqual)},h.notDeepEqual=function(t,e,r){x(t,e,!1)&&v(t,e,r,\"notDeepEqual\",h.notDeepEqual)},h.notDeepStrictEqual=function t(e,r,n){x(e,r,!0)&&v(e,r,n,\"notDeepStrictEqual\",t)},h.strictEqual=function(t,e,r){t!==e&&v(t,e,r,\"===\",h.strictEqual)},h.notStrictEqual=function(t,e,r){t===e&&v(t,e,r,\"!==\",h.notStrictEqual)},h.throws=function(t,e,r){w(!0,t,e,r)},h.doesNotThrow=function(t,e,r){w(!1,t,e,r)},h.ifError=function(t){if(t)throw t},h.strict=n((function t(e,r){e||v(e,!0,r,\"==\",t)}),h,{equal:h.strictEqual,deepEqual:h.deepStrictEqual,notEqual:h.notStrictEqual,notDeepEqual:h.notDeepStrictEqual}),h.strict.strict=h.strict;var T=Object.keys||function(t){var e=[];for(var r in t)s.call(t,r)&&e.push(r);return e}}).call(this)}).call(this,\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:\"undefined\"!=typeof window?window:{})},{\"object-assign\":499,\"util/\":76}],74:[function(t,e,r){\"function\"==typeof Object.create?e.exports=function(t,e){t.super_=e,t.prototype=Object.create(e.prototype,{constructor:{value:t,enumerable:!1,writable:!0,configurable:!0}})}:e.exports=function(t,e){t.super_=e;var r=function(){};r.prototype=e.prototype,t.prototype=new r,t.prototype.constructor=t}},{}],75:[function(t,e,r){e.exports=function(t){return t&&\"object\"==typeof t&&\"function\"==typeof t.copy&&\"function\"==typeof t.fill&&\"function\"==typeof t.readUInt8}},{}],76:[function(t,e,r){(function(e,n){(function(){var i=/%[sdj%]/g;r.format=function(t){if(!v(t)){for(var e=[],r=0;r<arguments.length;r++)e.push(s(arguments[r]));return e.join(\" \")}r=1;for(var n=arguments,a=n.length,o=String(t).replace(i,(function(t){if(\"%%\"===t)return\"%\";if(r>=a)return t;switch(t){case\"%s\":return String(n[r++]);case\"%d\":return Number(n[r++]);case\"%j\":try{return JSON.stringify(n[r++])}catch(t){return\"[Circular]\"}default:return t}})),l=n[r];r<a;l=n[++r])g(l)||!b(l)?o+=\" \"+l:o+=\" \"+s(l);return o},r.deprecate=function(t,i){if(y(n.process))return function(){return r.deprecate(t,i).apply(this,arguments)};if(!0===e.noDeprecation)return t;var a=!1;return function(){if(!a){if(e.throwDeprecation)throw new Error(i);e.traceDeprecation?console.trace(i):console.error(i),a=!0}return t.apply(this,arguments)}};var a,o={};function s(t,e){var n={seen:[],stylize:c};return arguments.length>=3&&(n.depth=arguments[2]),arguments.length>=4&&(n.colors=arguments[3]),d(e)?n.showHidden=e:e&&r._extend(n,e),y(n.showHidden)&&(n.showHidden=!1),y(n.depth)&&(n.depth=2),y(n.colors)&&(n.colors=!1),y(n.customInspect)&&(n.customInspect=!0),n.colors&&(n.stylize=l),u(n,t,n.depth)}function l(t,e){var r=s.styles[e];return r?\"\\x1b[\"+s.colors[r][0]+\"m\"+t+\"\\x1b[\"+s.colors[r][1]+\"m\":t}function c(t,e){return t}function u(t,e,n){if(t.customInspect&&e&&T(e.inspect)&&e.inspect!==r.inspect&&(!e.constructor||e.constructor.prototype!==e)){var i=e.inspect(n,t);return v(i)||(i=u(t,i,n)),i}var a=function(t,e){if(y(e))return t.stylize(\"undefined\",\"undefined\");if(v(e)){var r=\"'\"+JSON.stringify(e).replace(/^\"|\"$/g,\"\").replace(/'/g,\"\\\\'\").replace(/\\\\\"/g,'\"')+\"'\";return t.stylize(r,\"string\")}if(m(e))return t.stylize(\"\"+e,\"number\");if(d(e))return t.stylize(\"\"+e,\"boolean\");if(g(e))return t.stylize(\"null\",\"null\")}(t,e);if(a)return a;var o=Object.keys(e),s=function(t){var e={};return t.forEach((function(t,r){e[t]=!0})),e}(o);if(t.showHidden&&(o=Object.getOwnPropertyNames(e)),w(e)&&(o.indexOf(\"message\")>=0||o.indexOf(\"description\")>=0))return f(e);if(0===o.length){if(T(e)){var l=e.name?\": \"+e.name:\"\";return t.stylize(\"[Function\"+l+\"]\",\"special\")}if(x(e))return t.stylize(RegExp.prototype.toString.call(e),\"regexp\");if(_(e))return t.stylize(Date.prototype.toString.call(e),\"date\");if(w(e))return f(e)}var c,b=\"\",k=!1,M=[\"{\",\"}\"];(p(e)&&(k=!0,M=[\"[\",\"]\"]),T(e))&&(b=\" [Function\"+(e.name?\": \"+e.name:\"\")+\"]\");return x(e)&&(b=\" \"+RegExp.prototype.toString.call(e)),_(e)&&(b=\" \"+Date.prototype.toUTCString.call(e)),w(e)&&(b=\" \"+f(e)),0!==o.length||k&&0!=e.length?n<0?x(e)?t.stylize(RegExp.prototype.toString.call(e),\"regexp\"):t.stylize(\"[Object]\",\"special\"):(t.seen.push(e),c=k?function(t,e,r,n,i){for(var a=[],o=0,s=e.length;o<s;++o)E(e,String(o))?a.push(h(t,e,r,n,String(o),!0)):a.push(\"\");return i.forEach((function(i){i.match(/^\\d+$/)||a.push(h(t,e,r,n,i,!0))})),a}(t,e,n,s,o):o.map((function(r){return h(t,e,n,s,r,k)})),t.seen.pop(),function(t,e,r){if(t.reduce((function(t,e){return e.indexOf(\"\\n\")>=0&&0,t+e.replace(/\\u001b\\[\\d\\d?m/g,\"\").length+1}),0)>60)return r[0]+(\"\"===e?\"\":e+\"\\n \")+\" \"+t.join(\",\\n  \")+\" \"+r[1];return r[0]+e+\" \"+t.join(\", \")+\" \"+r[1]}(c,b,M)):M[0]+b+M[1]}function f(t){return\"[\"+Error.prototype.toString.call(t)+\"]\"}function h(t,e,r,n,i,a){var o,s,l;if((l=Object.getOwnPropertyDescriptor(e,i)||{value:e[i]}).get?s=l.set?t.stylize(\"[Getter/Setter]\",\"special\"):t.stylize(\"[Getter]\",\"special\"):l.set&&(s=t.stylize(\"[Setter]\",\"special\")),E(n,i)||(o=\"[\"+i+\"]\"),s||(t.seen.indexOf(l.value)<0?(s=g(r)?u(t,l.value,null):u(t,l.value,r-1)).indexOf(\"\\n\")>-1&&(s=a?s.split(\"\\n\").map((function(t){return\"  \"+t})).join(\"\\n\").substr(2):\"\\n\"+s.split(\"\\n\").map((function(t){return\"   \"+t})).join(\"\\n\")):s=t.stylize(\"[Circular]\",\"special\")),y(o)){if(a&&i.match(/^\\d+$/))return s;(o=JSON.stringify(\"\"+i)).match(/^\"([a-zA-Z_][a-zA-Z_0-9]*)\"$/)?(o=o.substr(1,o.length-2),o=t.stylize(o,\"name\")):(o=o.replace(/'/g,\"\\\\'\").replace(/\\\\\"/g,'\"').replace(/(^\"|\"$)/g,\"'\"),o=t.stylize(o,\"string\"))}return o+\": \"+s}function p(t){return Array.isArray(t)}function d(t){return\"boolean\"==typeof t}function g(t){return null===t}function m(t){return\"number\"==typeof t}function v(t){return\"string\"==typeof t}function y(t){return void 0===t}function x(t){return b(t)&&\"[object RegExp]\"===k(t)}function b(t){return\"object\"==typeof t&&null!==t}function _(t){return b(t)&&\"[object Date]\"===k(t)}function w(t){return b(t)&&(\"[object Error]\"===k(t)||t instanceof Error)}function T(t){return\"function\"==typeof t}function k(t){return Object.prototype.toString.call(t)}function M(t){return t<10?\"0\"+t.toString(10):t.toString(10)}r.debuglog=function(t){if(y(a)&&(a=e.env.NODE_DEBUG||\"\"),t=t.toUpperCase(),!o[t])if(new RegExp(\"\\\\b\"+t+\"\\\\b\",\"i\").test(a)){var n=e.pid;o[t]=function(){var e=r.format.apply(r,arguments);console.error(\"%s %d: %s\",t,n,e)}}else o[t]=function(){};return o[t]},r.inspect=s,s.colors={bold:[1,22],italic:[3,23],underline:[4,24],inverse:[7,27],white:[37,39],grey:[90,39],black:[30,39],blue:[34,39],cyan:[36,39],green:[32,39],magenta:[35,39],red:[31,39],yellow:[33,39]},s.styles={special:\"cyan\",number:\"yellow\",boolean:\"yellow\",undefined:\"grey\",null:\"bold\",string:\"green\",date:\"magenta\",regexp:\"red\"},r.isArray=p,r.isBoolean=d,r.isNull=g,r.isNullOrUndefined=function(t){return null==t},r.isNumber=m,r.isString=v,r.isSymbol=function(t){return\"symbol\"==typeof t},r.isUndefined=y,r.isRegExp=x,r.isObject=b,r.isDate=_,r.isError=w,r.isFunction=T,r.isPrimitive=function(t){return null===t||\"boolean\"==typeof t||\"number\"==typeof t||\"string\"==typeof t||\"symbol\"==typeof t||\"undefined\"==typeof t},r.isBuffer=t(\"./support/isBuffer\");var A=[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"];function S(){var t=new Date,e=[M(t.getHours()),M(t.getMinutes()),M(t.getSeconds())].join(\":\");return[t.getDate(),A[t.getMonth()],e].join(\" \")}function E(t,e){return Object.prototype.hasOwnProperty.call(t,e)}r.log=function(){console.log(\"%s - %s\",S(),r.format.apply(r,arguments))},r.inherits=t(\"inherits\"),r._extend=function(t,e){if(!e||!b(e))return t;for(var r=Object.keys(e),n=r.length;n--;)t[r[n]]=e[r[n]];return t}}).call(this)}).call(this,t(\"_process\"),\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:\"undefined\"!=typeof window?window:{})},{\"./support/isBuffer\":75,_process:526,inherits:74}],77:[function(t,e,r){e.exports=function(t){return atob(t)}},{}],78:[function(t,e,r){\"use strict\";e.exports=function(t,e){for(var r=e.length,a=new Array(r+1),o=0;o<r;++o){for(var s=new Array(r+1),l=0;l<=r;++l)s[l]=t[l][o];a[o]=s}a[r]=new Array(r+1);for(o=0;o<=r;++o)a[r][o]=1;var c=new Array(r+1);for(o=0;o<r;++o)c[o]=e[o];c[r]=1;var u=n(a,c),f=i(u[r+1]);0===f&&(f=1);var h=new Array(r+1);for(o=0;o<=r;++o)h[o]=i(u[o])/f;return h};var n=t(\"robust-linear-solve\");function i(t){for(var e=0,r=0;r<t.length;++r)e+=t[r];return e}},{\"robust-linear-solve\":547}],79:[function(t,e,r){\"use strict\";r.byteLength=function(t){var e=c(t),r=e[0],n=e[1];return 3*(r+n)/4-n},r.toByteArray=function(t){var e,r,n=c(t),o=n[0],s=n[1],l=new a(function(t,e,r){return 3*(e+r)/4-r}(0,o,s)),u=0,f=s>0?o-4:o;for(r=0;r<f;r+=4)e=i[t.charCodeAt(r)]<<18|i[t.charCodeAt(r+1)]<<12|i[t.charCodeAt(r+2)]<<6|i[t.charCodeAt(r+3)],l[u++]=e>>16&255,l[u++]=e>>8&255,l[u++]=255&e;2===s&&(e=i[t.charCodeAt(r)]<<2|i[t.charCodeAt(r+1)]>>4,l[u++]=255&e);1===s&&(e=i[t.charCodeAt(r)]<<10|i[t.charCodeAt(r+1)]<<4|i[t.charCodeAt(r+2)]>>2,l[u++]=e>>8&255,l[u++]=255&e);return l},r.fromByteArray=function(t){for(var e,r=t.length,i=r%3,a=[],o=0,s=r-i;o<s;o+=16383)a.push(u(t,o,o+16383>s?s:o+16383));1===i?(e=t[r-1],a.push(n[e>>2]+n[e<<4&63]+\"==\")):2===i&&(e=(t[r-2]<<8)+t[r-1],a.push(n[e>>10]+n[e>>4&63]+n[e<<2&63]+\"=\"));return a.join(\"\")};for(var n=[],i=[],a=\"undefined\"!=typeof Uint8Array?Uint8Array:Array,o=\"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/\",s=0,l=o.length;s<l;++s)n[s]=o[s],i[o.charCodeAt(s)]=s;function c(t){var e=t.length;if(e%4>0)throw new Error(\"Invalid string. Length must be a multiple of 4\");var r=t.indexOf(\"=\");return-1===r&&(r=e),[r,r===e?0:4-r%4]}function u(t,e,r){for(var i,a,o=[],s=e;s<r;s+=3)i=(t[s]<<16&16711680)+(t[s+1]<<8&65280)+(255&t[s+2]),o.push(n[(a=i)>>18&63]+n[a>>12&63]+n[a>>6&63]+n[63&a]);return o.join(\"\")}i[\"-\".charCodeAt(0)]=62,i[\"_\".charCodeAt(0)]=63},{}],80:[function(t,e,r){\"use strict\";var n=t(\"./lib/rationalize\");e.exports=function(t,e){return n(t[0].mul(e[1]).add(e[0].mul(t[1])),t[1].mul(e[1]))}},{\"./lib/rationalize\":90}],81:[function(t,e,r){\"use strict\";e.exports=function(t,e){return t[0].mul(e[1]).cmp(e[0].mul(t[1]))}},{}],82:[function(t,e,r){\"use strict\";var n=t(\"./lib/rationalize\");e.exports=function(t,e){return n(t[0].mul(e[1]),t[1].mul(e[0]))}},{\"./lib/rationalize\":90}],83:[function(t,e,r){\"use strict\";var n=t(\"./is-rat\"),i=t(\"./lib/is-bn\"),a=t(\"./lib/num-to-bn\"),o=t(\"./lib/str-to-bn\"),s=t(\"./lib/rationalize\"),l=t(\"./div\");e.exports=function t(e,r){if(n(e))return r?l(e,t(r)):[e[0].clone(),e[1].clone()];var c,u,f=0;if(i(e))c=e.clone();else if(\"string\"==typeof e)c=o(e);else{if(0===e)return[a(0),a(1)];if(e===Math.floor(e))c=a(e);else{for(;e!==Math.floor(e);)e*=Math.pow(2,256),f-=256;c=a(e)}}if(n(r))c.mul(r[1]),u=r[0].clone();else if(i(r))u=r.clone();else if(\"string\"==typeof r)u=o(r);else if(r)if(r===Math.floor(r))u=a(r);else{for(;r!==Math.floor(r);)r*=Math.pow(2,256),f+=256;u=a(r)}else u=a(1);f>0?c=c.ushln(f):f<0&&(u=u.ushln(-f));return s(c,u)}},{\"./div\":82,\"./is-rat\":84,\"./lib/is-bn\":88,\"./lib/num-to-bn\":89,\"./lib/rationalize\":90,\"./lib/str-to-bn\":91}],84:[function(t,e,r){\"use strict\";var n=t(\"./lib/is-bn\");e.exports=function(t){return Array.isArray(t)&&2===t.length&&n(t[0])&&n(t[1])}},{\"./lib/is-bn\":88}],85:[function(t,e,r){\"use strict\";var n=t(\"bn.js\");e.exports=function(t){return t.cmp(new n(0))}},{\"bn.js\":99}],86:[function(t,e,r){\"use strict\";var n=t(\"./bn-sign\");e.exports=function(t){var e=t.length,r=t.words,i=0;if(1===e)i=r[0];else if(2===e)i=r[0]+67108864*r[1];else for(var a=0;a<e;a++){var o=r[a];i+=o*Math.pow(67108864,a)}return n(t)*i}},{\"./bn-sign\":85}],87:[function(t,e,r){\"use strict\";var n=t(\"double-bits\"),i=t(\"bit-twiddle\").countTrailingZeros;e.exports=function(t){var e=i(n.lo(t));if(e<32)return e;var r=i(n.hi(t));if(r>20)return 52;return r+32}},{\"bit-twiddle\":97,\"double-bits\":173}],88:[function(t,e,r){\"use strict\";t(\"bn.js\");e.exports=function(t){return t&&\"object\"==typeof t&&Boolean(t.words)}},{\"bn.js\":99}],89:[function(t,e,r){\"use strict\";var n=t(\"bn.js\"),i=t(\"double-bits\");e.exports=function(t){var e=i.exponent(t);return e<52?new n(t):new n(t*Math.pow(2,52-e)).ushln(e-52)}},{\"bn.js\":99,\"double-bits\":173}],90:[function(t,e,r){\"use strict\";var n=t(\"./num-to-bn\"),i=t(\"./bn-sign\");e.exports=function(t,e){var r=i(t),a=i(e);if(0===r)return[n(0),n(1)];if(0===a)return[n(0),n(0)];a<0&&(t=t.neg(),e=e.neg());var o=t.gcd(e);if(o.cmpn(1))return[t.div(o),e.div(o)];return[t,e]}},{\"./bn-sign\":85,\"./num-to-bn\":89}],91:[function(t,e,r){\"use strict\";var n=t(\"bn.js\");e.exports=function(t){return new n(t)}},{\"bn.js\":99}],92:[function(t,e,r){\"use strict\";var n=t(\"./lib/rationalize\");e.exports=function(t,e){return n(t[0].mul(e[0]),t[1].mul(e[1]))}},{\"./lib/rationalize\":90}],93:[function(t,e,r){\"use strict\";var n=t(\"./lib/bn-sign\");e.exports=function(t){return n(t[0])*n(t[1])}},{\"./lib/bn-sign\":85}],94:[function(t,e,r){\"use strict\";var n=t(\"./lib/rationalize\");e.exports=function(t,e){return n(t[0].mul(e[1]).sub(t[1].mul(e[0])),t[1].mul(e[1]))}},{\"./lib/rationalize\":90}],95:[function(t,e,r){\"use strict\";var n=t(\"./lib/bn-to-num\"),i=t(\"./lib/ctz\");e.exports=function(t){var e=t[0],r=t[1];if(0===e.cmpn(0))return 0;var a=e.abs().divmod(r.abs()),o=a.div,s=n(o),l=a.mod,c=e.negative!==r.negative?-1:1;if(0===l.cmpn(0))return c*s;if(s){var u=i(s)+4,f=n(l.ushln(u).divRound(r));return c*(s+f*Math.pow(2,-u))}var h=r.bitLength()-l.bitLength()+53;f=n(l.ushln(h).divRound(r));return h<1023?c*f*Math.pow(2,-h):(f*=Math.pow(2,-1023),c*f*Math.pow(2,1023-h))}},{\"./lib/bn-to-num\":86,\"./lib/ctz\":87}],96:[function(t,e,r){\"use strict\";function n(t,e,r,n,i){var a=[\"function \",t,\"(a,l,h,\",n.join(\",\"),\"){\",i?\"\":\"var i=\",r?\"l-1\":\"h+1\",\";while(l<=h){var m=(l+h)>>>1,x=a[m]\"];return i?e.indexOf(\"c\")<0?a.push(\";if(x===y){return m}else if(x<=y){\"):a.push(\";var p=c(x,y);if(p===0){return m}else if(p<=0){\"):a.push(\";if(\",e,\"){i=m;\"),r?a.push(\"l=m+1}else{h=m-1}\"):a.push(\"h=m-1}else{l=m+1}\"),a.push(\"}\"),i?a.push(\"return -1};\"):a.push(\"return i};\"),a.join(\"\")}function i(t,e,r,i){return new Function([n(\"A\",\"x\"+t+\"y\",e,[\"y\"],i),n(\"P\",\"c(x,y)\"+t+\"0\",e,[\"y\",\"c\"],i),\"function dispatchBsearch\",r,\"(a,y,c,l,h){if(typeof(c)==='function'){return P(a,(l===void 0)?0:l|0,(h===void 0)?a.length-1:h|0,y,c)}else{return A(a,(c===void 0)?0:c|0,(l===void 0)?a.length-1:l|0,y)}}return dispatchBsearch\",r].join(\"\"))()}e.exports={ge:i(\">=\",!1,\"GE\"),gt:i(\">\",!1,\"GT\"),lt:i(\"<\",!0,\"LT\"),le:i(\"<=\",!0,\"LE\"),eq:i(\"-\",!0,\"EQ\",!0)}},{}],97:[function(t,e,r){\"use strict\";function n(t){var e=32;return(t&=-t)&&e--,65535&t&&(e-=16),16711935&t&&(e-=8),252645135&t&&(e-=4),858993459&t&&(e-=2),1431655765&t&&(e-=1),e}r.INT_BITS=32,r.INT_MAX=2147483647,r.INT_MIN=-1<<31,r.sign=function(t){return(t>0)-(t<0)},r.abs=function(t){var e=t>>31;return(t^e)-e},r.min=function(t,e){return e^(t^e)&-(t<e)},r.max=function(t,e){return t^(t^e)&-(t<e)},r.isPow2=function(t){return!(t&t-1||!t)},r.log2=function(t){var e,r;return e=(t>65535)<<4,e|=r=((t>>>=e)>255)<<3,e|=r=((t>>>=r)>15)<<2,(e|=r=((t>>>=r)>3)<<1)|(t>>>=r)>>1},r.log10=function(t){return t>=1e9?9:t>=1e8?8:t>=1e7?7:t>=1e6?6:t>=1e5?5:t>=1e4?4:t>=1e3?3:t>=100?2:t>=10?1:0},r.popCount=function(t){return 16843009*((t=(858993459&(t-=t>>>1&1431655765))+(t>>>2&858993459))+(t>>>4)&252645135)>>>24},r.countTrailingZeros=n,r.nextPow2=function(t){return t+=0===t,--t,t|=t>>>1,t|=t>>>2,t|=t>>>4,t|=t>>>8,(t|=t>>>16)+1},r.prevPow2=function(t){return t|=t>>>1,t|=t>>>2,t|=t>>>4,t|=t>>>8,(t|=t>>>16)-(t>>>1)},r.parity=function(t){return t^=t>>>16,t^=t>>>8,t^=t>>>4,27030>>>(t&=15)&1};var i=new Array(256);!function(t){for(var e=0;e<256;++e){var r=e,n=e,i=7;for(r>>>=1;r;r>>>=1)n<<=1,n|=1&r,--i;t[e]=n<<i&255}}(i),r.reverse=function(t){return i[255&t]<<24|i[t>>>8&255]<<16|i[t>>>16&255]<<8|i[t>>>24&255]},r.interleave2=function(t,e){return(t=1431655765&((t=858993459&((t=252645135&((t=16711935&((t&=65535)|t<<8))|t<<4))|t<<2))|t<<1))|(e=1431655765&((e=858993459&((e=252645135&((e=16711935&((e&=65535)|e<<8))|e<<4))|e<<2))|e<<1))<<1},r.deinterleave2=function(t,e){return(t=65535&((t=16711935&((t=252645135&((t=858993459&((t=t>>>e&1431655765)|t>>>1))|t>>>2))|t>>>4))|t>>>16))<<16>>16},r.interleave3=function(t,e,r){return t=1227133513&((t=3272356035&((t=251719695&((t=4278190335&((t&=1023)|t<<16))|t<<8))|t<<4))|t<<2),(t|=(e=1227133513&((e=3272356035&((e=251719695&((e=4278190335&((e&=1023)|e<<16))|e<<8))|e<<4))|e<<2))<<1)|(r=1227133513&((r=3272356035&((r=251719695&((r=4278190335&((r&=1023)|r<<16))|r<<8))|r<<4))|r<<2))<<2},r.deinterleave3=function(t,e){return(t=1023&((t=4278190335&((t=251719695&((t=3272356035&((t=t>>>e&1227133513)|t>>>2))|t>>>4))|t>>>8))|t>>>16))<<22>>22},r.nextCombination=function(t){var e=t|t-1;return e+1|(~e&-~e)-1>>>n(t)+1}},{}],98:[function(t,e,r){\"use strict\";var n=t(\"clamp\");e.exports=function(t,e){e||(e={});var r,o,s,l,c,u,f,h,p,d,g,m=null==e.cutoff?.25:e.cutoff,v=null==e.radius?8:e.radius,y=e.channel||0;if(ArrayBuffer.isView(t)||Array.isArray(t)){if(!e.width||!e.height)throw Error(\"For raw data width and height should be provided by options\");r=e.width,o=e.height,l=t,u=e.stride?e.stride:Math.floor(t.length/r/o)}else window.HTMLCanvasElement&&t instanceof window.HTMLCanvasElement?(f=(h=t).getContext(\"2d\"),r=h.width,o=h.height,p=f.getImageData(0,0,r,o),l=p.data,u=4):window.CanvasRenderingContext2D&&t instanceof window.CanvasRenderingContext2D?(h=t.canvas,f=t,r=h.width,o=h.height,p=f.getImageData(0,0,r,o),l=p.data,u=4):window.ImageData&&t instanceof window.ImageData&&(p=t,r=t.width,o=t.height,l=p.data,u=4);if(s=Math.max(r,o),window.Uint8ClampedArray&&l instanceof window.Uint8ClampedArray||window.Uint8Array&&l instanceof window.Uint8Array)for(c=l,l=Array(r*o),d=0,g=c.length;d<g;d++)l[d]=c[d*u+y]/255;else if(1!==u)throw Error(\"Raw data can have only 1 value per pixel\");var x=Array(r*o),b=Array(r*o),_=Array(s),w=Array(s),T=Array(s+1),k=Array(s);for(d=0,g=r*o;d<g;d++){var M=l[d];x[d]=1===M?0:0===M?i:Math.pow(Math.max(0,.5-M),2),b[d]=1===M?i:0===M?0:Math.pow(Math.max(0,M-.5),2)}a(x,r,o,_,w,k,T),a(b,r,o,_,w,k,T);var A=window.Float32Array?new Float32Array(r*o):new Array(r*o);for(d=0,g=r*o;d<g;d++)A[d]=n(1-((x[d]-b[d])/v+m),0,1);return A};var i=1e20;function a(t,e,r,n,i,a,s){for(var l=0;l<e;l++){for(var c=0;c<r;c++)n[c]=t[c*e+l];for(o(n,i,a,s,r),c=0;c<r;c++)t[c*e+l]=i[c]}for(c=0;c<r;c++){for(l=0;l<e;l++)n[l]=t[c*e+l];for(o(n,i,a,s,e),l=0;l<e;l++)t[c*e+l]=Math.sqrt(i[l])}}function o(t,e,r,n,a){r[0]=0,n[0]=-i,n[1]=+i;for(var o=1,s=0;o<a;o++){for(var l=(t[o]+o*o-(t[r[s]]+r[s]*r[s]))/(2*o-2*r[s]);l<=n[s];)s--,l=(t[o]+o*o-(t[r[s]]+r[s]*r[s]))/(2*o-2*r[s]);r[++s]=o,n[s]=l,n[s+1]=+i}for(o=0,s=0;o<a;o++){for(;n[s+1]<o;)s++;e[o]=(o-r[s])*(o-r[s])+t[r[s]]}}},{clamp:120}],99:[function(t,e,r){!function(e,r){\"use strict\";function n(t,e){if(!t)throw new Error(e||\"Assertion failed\")}function i(t,e){t.super_=e;var r=function(){};r.prototype=e.prototype,t.prototype=new r,t.prototype.constructor=t}function a(t,e,r){if(a.isBN(t))return t;this.negative=0,this.words=null,this.length=0,this.red=null,null!==t&&(\"le\"!==e&&\"be\"!==e||(r=e,e=10),this._init(t||0,e||10,r||\"be\"))}var o;\"object\"==typeof e?e.exports=a:r.BN=a,a.BN=a,a.wordSize=26;try{o=t(\"buffer\").Buffer}catch(t){}function s(t,e,r){for(var n=0,i=Math.min(t.length,r),a=e;a<i;a++){var o=t.charCodeAt(a)-48;n<<=4,n|=o>=49&&o<=54?o-49+10:o>=17&&o<=22?o-17+10:15&o}return n}function l(t,e,r,n){for(var i=0,a=Math.min(t.length,r),o=e;o<a;o++){var s=t.charCodeAt(o)-48;i*=n,i+=s>=49?s-49+10:s>=17?s-17+10:s}return i}a.isBN=function(t){return t instanceof a||null!==t&&\"object\"==typeof t&&t.constructor.wordSize===a.wordSize&&Array.isArray(t.words)},a.max=function(t,e){return t.cmp(e)>0?t:e},a.min=function(t,e){return t.cmp(e)<0?t:e},a.prototype._init=function(t,e,r){if(\"number\"==typeof t)return this._initNumber(t,e,r);if(\"object\"==typeof t)return this._initArray(t,e,r);\"hex\"===e&&(e=16),n(e===(0|e)&&e>=2&&e<=36);var i=0;\"-\"===(t=t.toString().replace(/\\s+/g,\"\"))[0]&&i++,16===e?this._parseHex(t,i):this._parseBase(t,e,i),\"-\"===t[0]&&(this.negative=1),this.strip(),\"le\"===r&&this._initArray(this.toArray(),e,r)},a.prototype._initNumber=function(t,e,r){t<0&&(this.negative=1,t=-t),t<67108864?(this.words=[67108863&t],this.length=1):t<4503599627370496?(this.words=[67108863&t,t/67108864&67108863],this.length=2):(n(t<9007199254740992),this.words=[67108863&t,t/67108864&67108863,1],this.length=3),\"le\"===r&&this._initArray(this.toArray(),e,r)},a.prototype._initArray=function(t,e,r){if(n(\"number\"==typeof t.length),t.length<=0)return this.words=[0],this.length=1,this;this.length=Math.ceil(t.length/3),this.words=new Array(this.length);for(var i=0;i<this.length;i++)this.words[i]=0;var a,o,s=0;if(\"be\"===r)for(i=t.length-1,a=0;i>=0;i-=3)o=t[i]|t[i-1]<<8|t[i-2]<<16,this.words[a]|=o<<s&67108863,this.words[a+1]=o>>>26-s&67108863,(s+=24)>=26&&(s-=26,a++);else if(\"le\"===r)for(i=0,a=0;i<t.length;i+=3)o=t[i]|t[i+1]<<8|t[i+2]<<16,this.words[a]|=o<<s&67108863,this.words[a+1]=o>>>26-s&67108863,(s+=24)>=26&&(s-=26,a++);return this.strip()},a.prototype._parseHex=function(t,e){this.length=Math.ceil((t.length-e)/6),this.words=new Array(this.length);for(var r=0;r<this.length;r++)this.words[r]=0;var n,i,a=0;for(r=t.length-6,n=0;r>=e;r-=6)i=s(t,r,r+6),this.words[n]|=i<<a&67108863,this.words[n+1]|=i>>>26-a&4194303,(a+=24)>=26&&(a-=26,n++);r+6!==e&&(i=s(t,e,r+6),this.words[n]|=i<<a&67108863,this.words[n+1]|=i>>>26-a&4194303),this.strip()},a.prototype._parseBase=function(t,e,r){this.words=[0],this.length=1;for(var n=0,i=1;i<=67108863;i*=e)n++;n--,i=i/e|0;for(var a=t.length-r,o=a%n,s=Math.min(a,a-o)+r,c=0,u=r;u<s;u+=n)c=l(t,u,u+n,e),this.imuln(i),this.words[0]+c<67108864?this.words[0]+=c:this._iaddn(c);if(0!==o){var f=1;for(c=l(t,u,t.length,e),u=0;u<o;u++)f*=e;this.imuln(f),this.words[0]+c<67108864?this.words[0]+=c:this._iaddn(c)}},a.prototype.copy=function(t){t.words=new Array(this.length);for(var e=0;e<this.length;e++)t.words[e]=this.words[e];t.length=this.length,t.negative=this.negative,t.red=this.red},a.prototype.clone=function(){var t=new a(null);return this.copy(t),t},a.prototype._expand=function(t){for(;this.length<t;)this.words[this.length++]=0;return this},a.prototype.strip=function(){for(;this.length>1&&0===this.words[this.length-1];)this.length--;return this._normSign()},a.prototype._normSign=function(){return 1===this.length&&0===this.words[0]&&(this.negative=0),this},a.prototype.inspect=function(){return(this.red?\"<BN-R: \":\"<BN: \")+this.toString(16)+\">\"};var c=[\"\",\"0\",\"00\",\"000\",\"0000\",\"00000\",\"000000\",\"0000000\",\"00000000\",\"000000000\",\"0000000000\",\"00000000000\",\"000000000000\",\"0000000000000\",\"00000000000000\",\"000000000000000\",\"0000000000000000\",\"00000000000000000\",\"000000000000000000\",\"0000000000000000000\",\"00000000000000000000\",\"000000000000000000000\",\"0000000000000000000000\",\"00000000000000000000000\",\"000000000000000000000000\",\"0000000000000000000000000\"],u=[0,0,25,16,12,11,10,9,8,8,7,7,7,7,6,6,6,6,6,6,6,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5],f=[0,0,33554432,43046721,16777216,48828125,60466176,40353607,16777216,43046721,1e7,19487171,35831808,62748517,7529536,11390625,16777216,24137569,34012224,47045881,64e6,4084101,5153632,6436343,7962624,9765625,11881376,14348907,17210368,20511149,243e5,28629151,33554432,39135393,45435424,52521875,60466176];function h(t,e,r){r.negative=e.negative^t.negative;var n=t.length+e.length|0;r.length=n,n=n-1|0;var i=0|t.words[0],a=0|e.words[0],o=i*a,s=67108863&o,l=o/67108864|0;r.words[0]=s;for(var c=1;c<n;c++){for(var u=l>>>26,f=67108863&l,h=Math.min(c,e.length-1),p=Math.max(0,c-t.length+1);p<=h;p++){var d=c-p|0;u+=(o=(i=0|t.words[d])*(a=0|e.words[p])+f)/67108864|0,f=67108863&o}r.words[c]=0|f,l=0|u}return 0!==l?r.words[c]=0|l:r.length--,r.strip()}a.prototype.toString=function(t,e){var r;if(e=0|e||1,16===(t=t||10)||\"hex\"===t){r=\"\";for(var i=0,a=0,o=0;o<this.length;o++){var s=this.words[o],l=(16777215&(s<<i|a)).toString(16);r=0!==(a=s>>>24-i&16777215)||o!==this.length-1?c[6-l.length]+l+r:l+r,(i+=2)>=26&&(i-=26,o--)}for(0!==a&&(r=a.toString(16)+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}if(t===(0|t)&&t>=2&&t<=36){var h=u[t],p=f[t];r=\"\";var d=this.clone();for(d.negative=0;!d.isZero();){var g=d.modn(p).toString(t);r=(d=d.idivn(p)).isZero()?g+r:c[h-g.length]+g+r}for(this.isZero()&&(r=\"0\"+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}n(!1,\"Base should be between 2 and 36\")},a.prototype.toNumber=function(){var t=this.words[0];return 2===this.length?t+=67108864*this.words[1]:3===this.length&&1===this.words[2]?t+=4503599627370496+67108864*this.words[1]:this.length>2&&n(!1,\"Number can only safely store up to 53 bits\"),0!==this.negative?-t:t},a.prototype.toJSON=function(){return this.toString(16)},a.prototype.toBuffer=function(t,e){return n(\"undefined\"!=typeof o),this.toArrayLike(o,t,e)},a.prototype.toArray=function(t,e){return this.toArrayLike(Array,t,e)},a.prototype.toArrayLike=function(t,e,r){var i=this.byteLength(),a=r||Math.max(1,i);n(i<=a,\"byte array longer than desired length\"),n(a>0,\"Requested array length <= 0\"),this.strip();var o,s,l=\"le\"===e,c=new t(a),u=this.clone();if(l){for(s=0;!u.isZero();s++)o=u.andln(255),u.iushrn(8),c[s]=o;for(;s<a;s++)c[s]=0}else{for(s=0;s<a-i;s++)c[s]=0;for(s=0;!u.isZero();s++)o=u.andln(255),u.iushrn(8),c[a-s-1]=o}return c},Math.clz32?a.prototype._countBits=function(t){return 32-Math.clz32(t)}:a.prototype._countBits=function(t){var e=t,r=0;return e>=4096&&(r+=13,e>>>=13),e>=64&&(r+=7,e>>>=7),e>=8&&(r+=4,e>>>=4),e>=2&&(r+=2,e>>>=2),r+e},a.prototype._zeroBits=function(t){if(0===t)return 26;var e=t,r=0;return 0==(8191&e)&&(r+=13,e>>>=13),0==(127&e)&&(r+=7,e>>>=7),0==(15&e)&&(r+=4,e>>>=4),0==(3&e)&&(r+=2,e>>>=2),0==(1&e)&&r++,r},a.prototype.bitLength=function(){var t=this.words[this.length-1],e=this._countBits(t);return 26*(this.length-1)+e},a.prototype.zeroBits=function(){if(this.isZero())return 0;for(var t=0,e=0;e<this.length;e++){var r=this._zeroBits(this.words[e]);if(t+=r,26!==r)break}return t},a.prototype.byteLength=function(){return Math.ceil(this.bitLength()/8)},a.prototype.toTwos=function(t){return 0!==this.negative?this.abs().inotn(t).iaddn(1):this.clone()},a.prototype.fromTwos=function(t){return this.testn(t-1)?this.notn(t).iaddn(1).ineg():this.clone()},a.prototype.isNeg=function(){return 0!==this.negative},a.prototype.neg=function(){return this.clone().ineg()},a.prototype.ineg=function(){return this.isZero()||(this.negative^=1),this},a.prototype.iuor=function(t){for(;this.length<t.length;)this.words[this.length++]=0;for(var e=0;e<t.length;e++)this.words[e]=this.words[e]|t.words[e];return this.strip()},a.prototype.ior=function(t){return n(0==(this.negative|t.negative)),this.iuor(t)},a.prototype.or=function(t){return this.length>t.length?this.clone().ior(t):t.clone().ior(this)},a.prototype.uor=function(t){return this.length>t.length?this.clone().iuor(t):t.clone().iuor(this)},a.prototype.iuand=function(t){var e;e=this.length>t.length?t:this;for(var r=0;r<e.length;r++)this.words[r]=this.words[r]&t.words[r];return this.length=e.length,this.strip()},a.prototype.iand=function(t){return n(0==(this.negative|t.negative)),this.iuand(t)},a.prototype.and=function(t){return this.length>t.length?this.clone().iand(t):t.clone().iand(this)},a.prototype.uand=function(t){return this.length>t.length?this.clone().iuand(t):t.clone().iuand(this)},a.prototype.iuxor=function(t){var e,r;this.length>t.length?(e=this,r=t):(e=t,r=this);for(var n=0;n<r.length;n++)this.words[n]=e.words[n]^r.words[n];if(this!==e)for(;n<e.length;n++)this.words[n]=e.words[n];return this.length=e.length,this.strip()},a.prototype.ixor=function(t){return n(0==(this.negative|t.negative)),this.iuxor(t)},a.prototype.xor=function(t){return this.length>t.length?this.clone().ixor(t):t.clone().ixor(this)},a.prototype.uxor=function(t){return this.length>t.length?this.clone().iuxor(t):t.clone().iuxor(this)},a.prototype.inotn=function(t){n(\"number\"==typeof t&&t>=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r>0&&e--;for(var i=0;i<e;i++)this.words[i]=67108863&~this.words[i];return r>0&&(this.words[i]=~this.words[i]&67108863>>26-r),this.strip()},a.prototype.notn=function(t){return this.clone().inotn(t)},a.prototype.setn=function(t,e){n(\"number\"==typeof t&&t>=0);var r=t/26|0,i=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1<<i:this.words[r]&~(1<<i),this.strip()},a.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length>t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a<n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&e,i=e>>>26;for(;0!==i&&a<r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&e,i=e>>>26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a<r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},a.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,i=this.cmp(t);if(0===i)return this.negative=0,this.length=1,this.words[0]=0,this;i>0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o<n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)>>26,this.words[o]=67108863&e;for(;0!==a&&o<r.length;o++)a=(e=(0|r.words[o])+a)>>26,this.words[o]=67108863&e;if(0===a&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},a.prototype.sub=function(t){return this.clone().isub(t)};var p=function(t,e,r){var n,i,a,o=t.words,s=e.words,l=r.words,c=0,u=0|o[0],f=8191&u,h=u>>>13,p=0|o[1],d=8191&p,g=p>>>13,m=0|o[2],v=8191&m,y=m>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,M=0|o[5],A=8191&M,S=M>>>13,E=0|o[6],C=8191&E,L=E>>>13,I=0|o[7],P=8191&I,z=I>>>13,O=0|o[8],D=8191&O,R=O>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,q=0|s[1],H=8191&q,G=q>>>13,Y=0|s[2],W=8191&Y,X=Y>>>13,Z=0|s[3],J=8191&Z,K=Z>>>13,Q=0|s[4],$=8191&Q,tt=Q>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,it=0|s[6],at=8191&it,ot=it>>>13,st=0|s[7],lt=8191&st,ct=st>>>13,ut=0|s[8],ft=8191&ut,ht=ut>>>13,pt=0|s[9],dt=8191&pt,gt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var mt=(c+(n=Math.imul(f,U))|0)+((8191&(i=(i=Math.imul(f,V))+Math.imul(h,U)|0))<<13)|0;c=((a=Math.imul(h,V))+(i>>>13)|0)+(mt>>>26)|0,mt&=67108863,n=Math.imul(d,U),i=(i=Math.imul(d,V))+Math.imul(g,U)|0,a=Math.imul(g,V);var vt=(c+(n=n+Math.imul(f,H)|0)|0)+((8191&(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,H)|0))<<13)|0;c=((a=a+Math.imul(h,G)|0)+(i>>>13)|0)+(vt>>>26)|0,vt&=67108863,n=Math.imul(v,U),i=(i=Math.imul(v,V))+Math.imul(y,U)|0,a=Math.imul(y,V),n=n+Math.imul(d,H)|0,i=(i=i+Math.imul(d,G)|0)+Math.imul(g,H)|0,a=a+Math.imul(g,G)|0;var yt=(c+(n=n+Math.imul(f,W)|0)|0)+((8191&(i=(i=i+Math.imul(f,X)|0)+Math.imul(h,W)|0))<<13)|0;c=((a=a+Math.imul(h,X)|0)+(i>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(b,U),i=(i=Math.imul(b,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(v,H)|0,i=(i=i+Math.imul(v,G)|0)+Math.imul(y,H)|0,a=a+Math.imul(y,G)|0,n=n+Math.imul(d,W)|0,i=(i=i+Math.imul(d,X)|0)+Math.imul(g,W)|0,a=a+Math.imul(g,X)|0;var xt=(c+(n=n+Math.imul(f,J)|0)|0)+((8191&(i=(i=i+Math.imul(f,K)|0)+Math.imul(h,J)|0))<<13)|0;c=((a=a+Math.imul(h,K)|0)+(i>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),i=(i=Math.imul(T,V))+Math.imul(k,U)|0,a=Math.imul(k,V),n=n+Math.imul(b,H)|0,i=(i=i+Math.imul(b,G)|0)+Math.imul(_,H)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(v,W)|0,i=(i=i+Math.imul(v,X)|0)+Math.imul(y,W)|0,a=a+Math.imul(y,X)|0,n=n+Math.imul(d,J)|0,i=(i=i+Math.imul(d,K)|0)+Math.imul(g,J)|0,a=a+Math.imul(g,K)|0;var bt=(c+(n=n+Math.imul(f,$)|0)|0)+((8191&(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,$)|0))<<13)|0;c=((a=a+Math.imul(h,tt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(A,U),i=(i=Math.imul(A,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,H)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,H)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(b,W)|0,i=(i=i+Math.imul(b,X)|0)+Math.imul(_,W)|0,a=a+Math.imul(_,X)|0,n=n+Math.imul(v,J)|0,i=(i=i+Math.imul(v,K)|0)+Math.imul(y,J)|0,a=a+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(g,$)|0,a=a+Math.imul(g,tt)|0;var _t=(c+(n=n+Math.imul(f,rt)|0)|0)+((8191&(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))<<13)|0;c=((a=a+Math.imul(h,nt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(C,U),i=(i=Math.imul(C,V))+Math.imul(L,U)|0,a=Math.imul(L,V),n=n+Math.imul(A,H)|0,i=(i=i+Math.imul(A,G)|0)+Math.imul(S,H)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,W)|0,i=(i=i+Math.imul(T,X)|0)+Math.imul(k,W)|0,a=a+Math.imul(k,X)|0,n=n+Math.imul(b,J)|0,i=(i=i+Math.imul(b,K)|0)+Math.imul(_,J)|0,a=a+Math.imul(_,K)|0,n=n+Math.imul(v,$)|0,i=(i=i+Math.imul(v,tt)|0)+Math.imul(y,$)|0,a=a+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(g,rt)|0,a=a+Math.imul(g,nt)|0;var wt=(c+(n=n+Math.imul(f,at)|0)|0)+((8191&(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))<<13)|0;c=((a=a+Math.imul(h,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(P,U),i=(i=Math.imul(P,V))+Math.imul(z,U)|0,a=Math.imul(z,V),n=n+Math.imul(C,H)|0,i=(i=i+Math.imul(C,G)|0)+Math.imul(L,H)|0,a=a+Math.imul(L,G)|0,n=n+Math.imul(A,W)|0,i=(i=i+Math.imul(A,X)|0)+Math.imul(S,W)|0,a=a+Math.imul(S,X)|0,n=n+Math.imul(T,J)|0,i=(i=i+Math.imul(T,K)|0)+Math.imul(k,J)|0,a=a+Math.imul(k,K)|0,n=n+Math.imul(b,$)|0,i=(i=i+Math.imul(b,tt)|0)+Math.imul(_,$)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(v,rt)|0,i=(i=i+Math.imul(v,nt)|0)+Math.imul(y,rt)|0,a=a+Math.imul(y,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(g,at)|0,a=a+Math.imul(g,ot)|0;var Tt=(c+(n=n+Math.imul(f,lt)|0)|0)+((8191&(i=(i=i+Math.imul(f,ct)|0)+Math.imul(h,lt)|0))<<13)|0;c=((a=a+Math.imul(h,ct)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),i=(i=Math.imul(D,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(P,H)|0,i=(i=i+Math.imul(P,G)|0)+Math.imul(z,H)|0,a=a+Math.imul(z,G)|0,n=n+Math.imul(C,W)|0,i=(i=i+Math.imul(C,X)|0)+Math.imul(L,W)|0,a=a+Math.imul(L,X)|0,n=n+Math.imul(A,J)|0,i=(i=i+Math.imul(A,K)|0)+Math.imul(S,J)|0,a=a+Math.imul(S,K)|0,n=n+Math.imul(T,$)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,$)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,i=(i=i+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(v,at)|0,i=(i=i+Math.imul(v,ot)|0)+Math.imul(y,at)|0,a=a+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ct)|0)+Math.imul(g,lt)|0,a=a+Math.imul(g,ct)|0;var kt=(c+(n=n+Math.imul(f,ft)|0)|0)+((8191&(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))<<13)|0;c=((a=a+Math.imul(h,ht)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(D,H)|0,i=(i=i+Math.imul(D,G)|0)+Math.imul(R,H)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(P,W)|0,i=(i=i+Math.imul(P,X)|0)+Math.imul(z,W)|0,a=a+Math.imul(z,X)|0,n=n+Math.imul(C,J)|0,i=(i=i+Math.imul(C,K)|0)+Math.imul(L,J)|0,a=a+Math.imul(L,K)|0,n=n+Math.imul(A,$)|0,i=(i=i+Math.imul(A,tt)|0)+Math.imul(S,$)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(b,at)|0,i=(i=i+Math.imul(b,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(v,lt)|0,i=(i=i+Math.imul(v,ct)|0)+Math.imul(y,lt)|0,a=a+Math.imul(y,ct)|0,n=n+Math.imul(d,ft)|0,i=(i=i+Math.imul(d,ht)|0)+Math.imul(g,ft)|0,a=a+Math.imul(g,ht)|0;var Mt=(c+(n=n+Math.imul(f,dt)|0)|0)+((8191&(i=(i=i+Math.imul(f,gt)|0)+Math.imul(h,dt)|0))<<13)|0;c=((a=a+Math.imul(h,gt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,H),i=(i=Math.imul(B,G))+Math.imul(N,H)|0,a=Math.imul(N,G),n=n+Math.imul(D,W)|0,i=(i=i+Math.imul(D,X)|0)+Math.imul(R,W)|0,a=a+Math.imul(R,X)|0,n=n+Math.imul(P,J)|0,i=(i=i+Math.imul(P,K)|0)+Math.imul(z,J)|0,a=a+Math.imul(z,K)|0,n=n+Math.imul(C,$)|0,i=(i=i+Math.imul(C,tt)|0)+Math.imul(L,$)|0,a=a+Math.imul(L,tt)|0,n=n+Math.imul(A,rt)|0,i=(i=i+Math.imul(A,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,i=(i=i+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ct)|0,n=n+Math.imul(v,ft)|0,i=(i=i+Math.imul(v,ht)|0)+Math.imul(y,ft)|0,a=a+Math.imul(y,ht)|0;var At=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,gt)|0)+Math.imul(g,dt)|0))<<13)|0;c=((a=a+Math.imul(g,gt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,W),i=(i=Math.imul(B,X))+Math.imul(N,W)|0,a=Math.imul(N,X),n=n+Math.imul(D,J)|0,i=(i=i+Math.imul(D,K)|0)+Math.imul(R,J)|0,a=a+Math.imul(R,K)|0,n=n+Math.imul(P,$)|0,i=(i=i+Math.imul(P,tt)|0)+Math.imul(z,$)|0,a=a+Math.imul(z,tt)|0,n=n+Math.imul(C,rt)|0,i=(i=i+Math.imul(C,nt)|0)+Math.imul(L,rt)|0,a=a+Math.imul(L,nt)|0,n=n+Math.imul(A,at)|0,i=(i=i+Math.imul(A,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ct)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ct)|0,n=n+Math.imul(b,ft)|0,i=(i=i+Math.imul(b,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var St=(c+(n=n+Math.imul(v,dt)|0)|0)+((8191&(i=(i=i+Math.imul(v,gt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((a=a+Math.imul(y,gt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),i=(i=Math.imul(B,K))+Math.imul(N,J)|0,a=Math.imul(N,K),n=n+Math.imul(D,$)|0,i=(i=i+Math.imul(D,tt)|0)+Math.imul(R,$)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(P,rt)|0,i=(i=i+Math.imul(P,nt)|0)+Math.imul(z,rt)|0,a=a+Math.imul(z,nt)|0,n=n+Math.imul(C,at)|0,i=(i=i+Math.imul(C,ot)|0)+Math.imul(L,at)|0,a=a+Math.imul(L,ot)|0,n=n+Math.imul(A,lt)|0,i=(i=i+Math.imul(A,ct)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ct)|0,n=n+Math.imul(T,ft)|0,i=(i=i+Math.imul(T,ht)|0)+Math.imul(k,ft)|0,a=a+Math.imul(k,ht)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(i=(i=i+Math.imul(b,gt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((a=a+Math.imul(_,gt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),i=(i=Math.imul(B,tt))+Math.imul(N,$)|0,a=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,i=(i=i+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(P,at)|0,i=(i=i+Math.imul(P,ot)|0)+Math.imul(z,at)|0,a=a+Math.imul(z,ot)|0,n=n+Math.imul(C,lt)|0,i=(i=i+Math.imul(C,ct)|0)+Math.imul(L,lt)|0,a=a+Math.imul(L,ct)|0,n=n+Math.imul(A,ft)|0,i=(i=i+Math.imul(A,ht)|0)+Math.imul(S,ft)|0,a=a+Math.imul(S,ht)|0;var Ct=(c+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,gt)|0)+Math.imul(k,dt)|0))<<13)|0;c=((a=a+Math.imul(k,gt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(D,at)|0,i=(i=i+Math.imul(D,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(P,lt)|0,i=(i=i+Math.imul(P,ct)|0)+Math.imul(z,lt)|0,a=a+Math.imul(z,ct)|0,n=n+Math.imul(C,ft)|0,i=(i=i+Math.imul(C,ht)|0)+Math.imul(L,ft)|0,a=a+Math.imul(L,ht)|0;var Lt=(c+(n=n+Math.imul(A,dt)|0)|0)+((8191&(i=(i=i+Math.imul(A,gt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((a=a+Math.imul(S,gt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,i=(i=i+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ct)|0,n=n+Math.imul(P,ft)|0,i=(i=i+Math.imul(P,ht)|0)+Math.imul(z,ft)|0,a=a+Math.imul(z,ht)|0;var It=(c+(n=n+Math.imul(C,dt)|0)|0)+((8191&(i=(i=i+Math.imul(C,gt)|0)+Math.imul(L,dt)|0))<<13)|0;c=((a=a+Math.imul(L,gt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ct))+Math.imul(N,lt)|0,a=Math.imul(N,ct),n=n+Math.imul(D,ft)|0,i=(i=i+Math.imul(D,ht)|0)+Math.imul(R,ft)|0,a=a+Math.imul(R,ht)|0;var Pt=(c+(n=n+Math.imul(P,dt)|0)|0)+((8191&(i=(i=i+Math.imul(P,gt)|0)+Math.imul(z,dt)|0))<<13)|0;c=((a=a+Math.imul(z,gt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,ft),i=(i=Math.imul(B,ht))+Math.imul(N,ft)|0,a=Math.imul(N,ht);var zt=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(i=(i=i+Math.imul(D,gt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((a=a+Math.imul(R,gt)|0)+(i>>>13)|0)+(zt>>>26)|0,zt&=67108863;var Ot=(c+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,gt))+Math.imul(N,dt)|0))<<13)|0;return c=((a=Math.imul(N,gt))+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863,l[0]=mt,l[1]=vt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=Mt,l[10]=At,l[11]=St,l[12]=Et,l[13]=Ct,l[14]=Lt,l[15]=It,l[16]=Pt,l[17]=zt,l[18]=Ot,0!==c&&(l[19]=c,r.length++),r};function d(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(p=h),a.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?p(this,t,e):r<63?h(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a<r.length-1;a++){var o=i;i=0;for(var s=67108863&n,l=Math.min(a,e.length-1),c=Math.max(0,a-t.length+1);c<=l;c++){var u=a-c,f=(0|t.words[u])*(0|e.words[c]),h=67108863&f;s=67108863&(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h>>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):d(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<i;u+=s)for(var f=l,h=c,p=0;p<o;p++){var d=r[u+p],g=n[u+p],m=r[u+p+o],v=n[u+p+o],y=f*m-h*v;v=f*v+h*m,m=y,r[u+p]=d+m,n[u+p]=g+v,r[u+p+o]=d-m,n[u+p+o]=g-v,p!==s&&(y=l*f-c*h,h=l*h+c*f,f=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),i=this.makeRBT(n),a=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),f=new Array(n),h=r.words;h.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,a,s,l,n,i),this.transform(c,a,u,f,n,i);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*f[p];l[p]=s[p]*f[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,h,a,n,i),this.conjugate(h,a,n),this.normalize13b(h,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},a.prototype.mul=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},a.prototype.mulf=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),d(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&1<<i)>>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){var i;n(\"number\"==typeof t&&t>=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=i);c--){var f=0|this.words[c];this.words[c]=u<<26-a|f>>>a,u=f&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r)&&!!(this.words[r]&i)},a.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a,o=t.length+r;this._expand(o);var s=0;for(i=0;i<t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&l)>>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i<this.length-r;i++)s=(a=(0|this.words[i+r])+s)>>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)s=(a=-(0|this.words[i])+s)>>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!==(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(\"mod\"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(i,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var f=l-1;f>=0;f--){var h=67108864*(0|n.words[i.length+f])+(0|n.words[i.length+f-1]);for(h=Math.min(h/o|0,67108863),n._ishlnsubmul(i,h,f);0!==n.negative;)h--,n.negative=0,n._ishlnsubmul(i,1,f),n.isZero()||(n.negative^=1);s&&(s.words[f]=h)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(i=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},a.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},a.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),f=e.clone();!e.isZero();){for(var h=0,p=1;0==(e.words[0]&p)&&h<26;++h,p<<=1);if(h>0)for(e.iushrn(h);h-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(u),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var d=0,g=1;0==(r.words[0]&g)&&d<26;++d,g<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&h)&&f<26;++f,h<<=1);if(f>0)for(r.iushrn(f);f-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];a=(s+=a)>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var i=0|this.words[0];e=i===t?0:i<t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)>=0},a.prototype.gte=function(t){return this.cmp(t)>=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)<=0},a.prototype.lte=function(t){return this.cmp(t)<=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new w(t)},a.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,\"Already a number in reduction context\"),this._forceRed(t)},a.prototype.redAdd=function(t){return n(this.red,\"redAdd works only with red numbers\"),this.red.add(this,t)},a.prototype.redIAdd=function(t){return n(this.red,\"redIAdd works only with red numbers\"),this.red.iadd(this,t)},a.prototype.redSub=function(t){return n(this.red,\"redSub works only with red numbers\"),this.red.sub(this,t)},a.prototype.redISub=function(t){return n(this.red,\"redISub works only with red numbers\"),this.red.isub(this,t)},a.prototype.redShl=function(t){return n(this.red,\"redShl works only with red numbers\"),this.red.shl(this,t)},a.prototype.redMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.mul(this,t)},a.prototype.redIMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.imul(this,t)},a.prototype.redSqr=function(){return n(this.red,\"redSqr works only with red numbers\"),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var m={k256:null,p224:null,p192:null,p25519:null};function v(t,e){this.name=t,this.p=new a(e,16),this.n=this.p.bitLength(),this.k=new a(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function y(){v.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f\")}function x(){v.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function b(){v.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function _(){v.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function w(t){if(\"string\"==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function T(t){w.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}v.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},v.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):r.strip(),r},v.prototype.split=function(t,e){t.iushrn(this.n,0,e)},v.prototype.imulK=function(t){return t.imul(this.k)},i(y,v),y.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n<r;n++)e.words[n]=t.words[n];if(e.length=r,t.length<=9)return t.words[0]=0,void(t.length=1);var i=t.words[9];for(e.words[e.length++]=4194303&i,n=10;n<t.length;n++){var a=0|t.words[n];t.words[n-10]=(4194303&a)<<4|i>>>22,i=a}i>>>=22,t.words[n-10]=i,0===i&&t.length>10?t.length-=10:t.length-=9},y.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},i(x,v),i(b,v),i(_,v),_.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&n;n>>>=26,t.words[r]=i,e=n}return 0!==e&&(t.words[t.length++]=e),t},a._prime=function(t){if(m[t])return m[t];var e;if(\"k256\"===t)e=new y;else if(\"p224\"===t)e=new x;else if(\"p192\"===t)e=new b;else{if(\"p25519\"!==t)throw new Error(\"Unknown prime \"+t);e=new _}return m[t]=e,e},w.prototype._verify1=function(t){n(0===t.negative,\"red works only with positives\"),n(t.red,\"red works only with red numbers\")},w.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),\"red works only with positives\"),n(t.red&&t.red===e.red,\"red works only with red numbers\")},w.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},w.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},w.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},w.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},w.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},w.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},w.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},w.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},w.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},w.prototype.isqr=function(t){return this.imul(t,t.clone())},w.prototype.sqr=function(t){return this.mul(t,t)},w.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&&0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),c=this.m.subn(1).iushrn(1),u=this.m.bitLength();for(u=new a(2*u*u).toRed(this);0!==this.pow(u,c).cmp(l);)u.redIAdd(l);for(var f=this.pow(u,i),h=this.pow(t,i.addn(1).iushrn(1)),p=this.pow(t,i),d=o;0!==p.cmp(s);){for(var g=p,m=0;0!==g.cmp(s);m++)g=g.redSqr();n(m<d);var v=this.pow(f,new a(1).iushln(d-m-1));h=h.redMul(v),f=v.redSqr(),p=p.redMul(f),d=m}return h},w.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},w.prototype.pow=function(t,e){if(e.isZero())return new a(1).toRed(this);if(0===e.cmpn(1))return t.clone();var r=new Array(16);r[0]=new a(1).toRed(this),r[1]=t;for(var n=2;n<r.length;n++)r[n]=this.mul(r[n-1],t);var i=r[0],o=0,s=0,l=e.bitLength()%26;for(0===l&&(l=26),n=e.length-1;n>=0;n--){for(var c=e.words[n],u=l-1;u>=0;u--){var f=c>>u&1;i!==r[0]&&(i=this.sqr(i)),0!==f||0!==o?(o<<=1,o|=f,(4===++s||0===n&&0===u)&&(i=this.mul(i,r[o]),s=0,o=0)):s=0}l=26}return i},w.prototype.convertTo=function(t){var e=t.umod(this.m);return e===t?e.clone():e},w.prototype.convertFrom=function(t){var e=t.clone();return e.red=null,e},a.mont=function(t){return new T(t)},i(T,w),T.prototype.convertTo=function(t){return this.imod(t.ushln(this.shift))},T.prototype.convertFrom=function(t){var e=this.imod(t.mul(this.rinv));return e.red=null,e},T.prototype.imul=function(t,e){if(t.isZero()||e.isZero())return t.words[0]=0,t.length=1,t;var r=t.imul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),i=r.isub(n).iushrn(this.shift),a=i;return i.cmp(this.m)>=0?a=i.isub(this.m):i.cmpn(0)<0&&(a=i.iadd(this.m)),a._forceRed(this)},T.prototype.mul=function(t,e){if(t.isZero()||e.isZero())return new a(0)._forceRed(this);var r=t.mul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),i=r.isub(n).iushrn(this.shift),o=i;return i.cmp(this.m)>=0?o=i.isub(this.m):i.cmpn(0)<0&&(o=i.iadd(this.m)),o._forceRed(this)},T.prototype.invm=function(t){return this.imod(t._invmp(this.m).mul(this.r2))._forceRed(this)}}(\"undefined\"==typeof e||e,this)},{buffer:108}],100:[function(t,e,r){\"use strict\";e.exports=function(t){var e,r,n,i=t.length,a=0;for(e=0;e<i;++e)a+=t[e].length;var o=new Array(a),s=0;for(e=0;e<i;++e){var l=t[e],c=l.length;for(r=0;r<c;++r){var u=o[s++]=new Array(c-1),f=0;for(n=0;n<c;++n)n!==r&&(u[f++]=l[n]);if(1&r){var h=u[1];u[1]=u[0],u[0]=h}}}return o}},{}],101:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){switch(arguments.length){case 1:return f(t);case 2:return\"function\"==typeof e?c(t,t,e,!0):h(t,e);case 3:return c(t,e,r,!1);default:throw new Error(\"box-intersect: Invalid arguments\")}};var n,i=t(\"typedarray-pool\"),a=t(\"./lib/sweep\"),o=t(\"./lib/intersect\");function s(t,e){for(var r=0;r<t;++r)if(!(e[r]<=e[r+t]))return!0;return!1}function l(t,e,r,n){for(var i=0,a=0,o=0,l=t.length;o<l;++o){var c=t[o];if(!s(e,c)){for(var u=0;u<2*e;++u)r[i++]=c[u];n[a++]=o}}return a}function c(t,e,r,n){var s=t.length,c=e.length;if(!(s<=0||c<=0)){var u=t[0].length>>>1;if(!(u<=0)){var f,h=i.mallocDouble(2*u*s),p=i.mallocInt32(s);if((s=l(t,u,h,p))>0){if(1===u&&n)a.init(s),f=a.sweepComplete(u,r,0,s,h,p,0,s,h,p);else{var d=i.mallocDouble(2*u*c),g=i.mallocInt32(c);(c=l(e,u,d,g))>0&&(a.init(s+c),f=1===u?a.sweepBipartite(u,r,0,s,h,p,0,c,d,g):o(u,r,n,s,h,p,c,d,g),i.free(d),i.free(g))}i.free(h),i.free(p)}return f}}}function u(t,e){n.push([t,e])}function f(t){return n=[],c(t,t,u,!0),n}function h(t,e){return n=[],c(t,e,u,!1),n}},{\"./lib/intersect\":103,\"./lib/sweep\":107,\"typedarray-pool\":595}],102:[function(t,e,r){\"use strict\";var n=[\"d\",\"ax\",\"vv\",\"rs\",\"re\",\"rb\",\"ri\",\"bs\",\"be\",\"bb\",\"bi\"];function i(t){var e=\"bruteForce\"+(t?\"Full\":\"Partial\"),r=[],i=n.slice();t||i.splice(3,0,\"fp\");var a=[\"function \"+e+\"(\"+i.join()+\"){\"];function o(e,i){var o=function(t,e,r){var i=\"bruteForce\"+(t?\"Red\":\"Blue\")+(e?\"Flip\":\"\")+(r?\"Full\":\"\"),a=[\"function \",i,\"(\",n.join(),\"){\",\"var \",\"es\",\"=2*\",\"d\",\";\"],o=\"for(var i=rs,rp=es*rs;i<re;++i,rp+=es){var x0=rb[ax+rp],x1=rb[ax+rp+d],xi=ri[i];\",s=\"for(var j=bs,bp=es*bs;j<be;++j,bp+=es){var y0=bb[ax+bp],\"+(r?\"y1=bb[ax+bp+d],\":\"\")+\"yi=bi[j];\";return t?a.push(o,\"Q\",\":\",s):a.push(s,\"Q\",\":\",o),r?a.push(\"if(y1<x0||x1<y0)continue;\"):e?a.push(\"if(y0<=x0||x1<y0)continue;\"):a.push(\"if(y0<x0||x1<y0)continue;\"),a.push(\"for(var k=ax+1;k<d;++k){var r0=rb[k+rp],r1=rb[k+d+rp],b0=bb[k+bp],b1=bb[k+d+bp];if(r1<b0||b1<r0)continue Q;}var rv=vv(\"),e?a.push(\"yi,xi\"):a.push(\"xi,yi\"),a.push(\");if(rv!==void 0)return rv;}}}\"),{name:i,code:a.join(\"\")}}(e,i,t);r.push(o.code),a.push(\"return \"+o.name+\"(\"+n.join()+\");\")}a.push(\"if(re-rs>be-bs){\"),t?(o(!0,!1),a.push(\"}else{\"),o(!1,!1)):(a.push(\"if(fp){\"),o(!0,!0),a.push(\"}else{\"),o(!0,!1),a.push(\"}}else{if(fp){\"),o(!1,!0),a.push(\"}else{\"),o(!1,!1),a.push(\"}\")),a.push(\"}}return \"+e);var s=r.join(\"\")+a.join(\"\");return new Function(s)()}r.partial=i(!1),r.full=i(!0)},{}],103:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,a,u,w,T,k,M){!function(t,e){var r=8*i.log2(e+1)*(t+1)|0,a=i.nextPow2(6*r);v.length<a&&(n.free(v),v=n.mallocInt32(a));var o=i.nextPow2(2*r);y.length<o&&(n.free(y),y=n.mallocDouble(o))}(t,a+T);var A,S=0,E=2*t;x(S++,0,0,a,0,T,r?16:0,-1/0,1/0),r||x(S++,0,0,T,0,a,1,-1/0,1/0);for(;S>0;){var C=6*(S-=1),L=v[C],I=v[C+1],P=v[C+2],z=v[C+3],O=v[C+4],D=v[C+5],R=2*S,F=y[R],B=y[R+1],N=1&D,j=!!(16&D),U=u,V=w,q=k,H=M;if(N&&(U=k,V=M,q=u,H=w),!(2&D&&(P=p(t,L,I,P,U,V,B),I>=P)||4&D&&(I=d(t,L,I,P,U,V,F))>=P)){var G=P-I,Y=O-z;if(j){if(t*G*(G+Y)<1<<22){if(void 0!==(A=l.scanComplete(t,L,e,I,P,U,V,z,O,q,H)))return A;continue}}else{if(t*Math.min(G,Y)<128){if(void 0!==(A=o(t,L,e,N,I,P,U,V,z,O,q,H)))return A;continue}if(t*G*Y<1<<22){if(void 0!==(A=l.scanBipartite(t,L,e,N,I,P,U,V,z,O,q,H)))return A;continue}}var W=f(t,L,I,P,U,V,F,B);if(I<W)if(t*(W-I)<128){if(void 0!==(A=s(t,L+1,e,I,W,U,V,z,O,q,H)))return A}else if(L===t-2){if(void 0!==(A=N?l.sweepBipartite(t,e,z,O,q,H,I,W,U,V):l.sweepBipartite(t,e,I,W,U,V,z,O,q,H)))return A}else x(S++,L+1,I,W,z,O,N,-1/0,1/0),x(S++,L+1,z,O,I,W,1^N,-1/0,1/0);if(W<P){var X=c(t,L,z,O,q,H),Z=q[E*X+L],J=h(t,L,X,O,q,H,Z);if(J<O&&x(S++,L,W,P,J,O,(4|N)+(j?16:0),Z,B),z<X&&x(S++,L,W,P,z,X,(2|N)+(j?16:0),F,Z),X+1===J){if(void 0!==(A=j?_(t,L,e,W,P,U,V,X,q,H[X]):b(t,L,e,N,W,P,U,V,X,q,H[X])))return A}else if(X<J){var K;if(j){if(K=g(t,L,W,P,U,V,Z),W<K){var Q=h(t,L,W,K,U,V,Z);if(L===t-2){if(W<Q&&void 0!==(A=l.sweepComplete(t,e,W,Q,U,V,X,J,q,H)))return A;if(Q<K&&void 0!==(A=l.sweepBipartite(t,e,Q,K,U,V,X,J,q,H)))return A}else W<Q&&x(S++,L+1,W,Q,X,J,16,-1/0,1/0),Q<K&&(x(S++,L+1,Q,K,X,J,0,-1/0,1/0),x(S++,L+1,X,J,Q,K,1,-1/0,1/0))}}else K=N?m(t,L,W,P,U,V,Z):g(t,L,W,P,U,V,Z),W<K&&(L===t-2?A=N?l.sweepBipartite(t,e,X,J,q,H,W,K,U,V):l.sweepBipartite(t,e,W,K,U,V,X,J,q,H):(x(S++,L+1,W,K,X,J,N,-1/0,1/0),x(S++,L+1,X,J,W,K,1^N,-1/0,1/0)))}}}}};var n=t(\"typedarray-pool\"),i=t(\"bit-twiddle\"),a=t(\"./brute\"),o=a.partial,s=a.full,l=t(\"./sweep\"),c=t(\"./median\"),u=t(\"./partition\"),f=u(\"!(lo>=p0)&&!(p1>=hi)\",[\"p0\",\"p1\"]),h=u(\"lo===p0\",[\"p0\"]),p=u(\"lo<p0\",[\"p0\"]),d=u(\"hi<=p0\",[\"p0\"]),g=u(\"lo<=p0&&p0<=hi\",[\"p0\"]),m=u(\"lo<p0&&p0<=hi\",[\"p0\"]),v=n.mallocInt32(1024),y=n.mallocDouble(1024);function x(t,e,r,n,i,a,o,s,l){var c=6*t;v[c]=e,v[c+1]=r,v[c+2]=n,v[c+3]=i,v[c+4]=a,v[c+5]=o;var u=2*t;y[u]=s,y[u+1]=l}function b(t,e,r,n,i,a,o,s,l,c,u){var f=2*t,h=l*f,p=c[h+e];t:for(var d=i,g=i*f;d<a;++d,g+=f){var m=o[g+e],v=o[g+e+t];if(!(p<m||v<p)&&(!n||p!==m)){for(var y,x=s[d],b=e+1;b<t;++b){m=o[g+b],v=o[g+b+t];var _=c[h+b],w=c[h+b+t];if(v<_||w<m)continue t}if(void 0!==(y=n?r(u,x):r(x,u)))return y}}}function _(t,e,r,n,i,a,o,s,l,c){var u=2*t,f=s*u,h=l[f+e];t:for(var p=n,d=n*u;p<i;++p,d+=u){var g=o[p];if(g!==c){var m=a[d+e],v=a[d+e+t];if(!(h<m||v<h)){for(var y=e+1;y<t;++y){m=a[d+y],v=a[d+y+t];var x=l[f+y],b=l[f+y+t];if(v<x||b<m)continue t}var _=r(g,c);if(void 0!==_)return _}}}}},{\"./brute\":102,\"./median\":104,\"./partition\":105,\"./sweep\":107,\"bit-twiddle\":97,\"typedarray-pool\":595}],104:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,a,o,s){if(a<=r+1)return r;var l=r,c=a,u=a+r>>>1,f=2*t,h=u,p=o[f*u+e];for(;l<c;){if(c-l<8){i(t,e,l,c,o,s),p=o[f*u+e];break}var d=c-l,g=Math.random()*d+l|0,m=o[f*g+e],v=Math.random()*d+l|0,y=o[f*v+e],x=Math.random()*d+l|0,b=o[f*x+e];m<=y?b>=y?(h=v,p=y):m>=b?(h=g,p=m):(h=x,p=b):y>=b?(h=v,p=y):b>=m?(h=g,p=m):(h=x,p=b);for(var _=f*(c-1),w=f*h,T=0;T<f;++T,++_,++w){var k=o[_];o[_]=o[w],o[w]=k}var M=s[c-1];s[c-1]=s[h],s[h]=M,h=n(t,e,l,c-1,o,s,p);for(_=f*(c-1),w=f*h,T=0;T<f;++T,++_,++w){k=o[_];o[_]=o[w],o[w]=k}M=s[c-1];if(s[c-1]=s[h],s[h]=M,u<h){for(c=h-1;l<c&&o[f*(c-1)+e]===p;)c-=1;c+=1}else{if(!(h<u))break;for(l=h+1;l<c&&o[f*l+e]===p;)l+=1}}return n(t,e,r,u,o,s,o[f*u+e])};var n=t(\"./partition\")(\"lo<p0\",[\"p0\"]);function i(t,e,r,n,i,a){for(var o=2*t,s=o*(r+1)+e,l=r+1;l<n;++l,s+=o)for(var c=i[s],u=l,f=o*(l-1);u>r&&i[f+e]>c;--u,f-=o){for(var h=f,p=f+o,d=0;d<o;++d,++h,++p){var g=i[h];i[h]=i[p],i[p]=g}var m=a[u];a[u]=a[u-1],a[u-1]=m}}},{\"./partition\":105}],105:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=\"abcdef\".split(\"\").concat(e),n=[];t.indexOf(\"lo\")>=0&&n.push(\"lo=e[k+n]\");t.indexOf(\"hi\")>=0&&n.push(\"hi=e[k+o]\");return r.push(\"for(var j=2*a,k=j*c,l=k,m=c,n=b,o=a+b,p=c;d>p;++p,k+=j){var _;if($)if(m===p)m+=1,l+=j;else{for(var s=0;j>s;++s){var t=e[k+s];e[k+s]=e[l],e[l++]=t}var u=f[p];f[p]=f[m],f[m++]=u}}return m\".replace(\"_\",n.join()).replace(\"$\",t)),Function.apply(void 0,r)}},{}],106:[function(t,e,r){\"use strict\";e.exports=function(t,e){e<=128?n(0,e-1,t):function t(e,r,u){var f=(r-e+1)/6|0,h=e+f,p=r-f,d=e+r>>1,g=d-f,m=d+f,v=h,y=g,x=d,b=m,_=p,w=e+1,T=r-1,k=0;l(v,y,u)&&(k=v,v=y,y=k);l(b,_,u)&&(k=b,b=_,_=k);l(v,x,u)&&(k=v,v=x,x=k);l(y,x,u)&&(k=y,y=x,x=k);l(v,b,u)&&(k=v,v=b,b=k);l(x,b,u)&&(k=x,x=b,b=k);l(y,_,u)&&(k=y,y=_,_=k);l(y,x,u)&&(k=y,y=x,x=k);l(b,_,u)&&(k=b,b=_,_=k);for(var M=u[2*y],A=u[2*y+1],S=u[2*b],E=u[2*b+1],C=2*v,L=2*x,I=2*_,P=2*h,z=2*d,O=2*p,D=0;D<2;++D){var R=u[C+D],F=u[L+D],B=u[I+D];u[P+D]=R,u[z+D]=F,u[O+D]=B}a(g,e,u),a(m,r,u);for(var N=w;N<=T;++N)if(c(N,M,A,u))N!==w&&i(N,w,u),++w;else if(!c(N,S,E,u))for(;;){if(c(T,S,E,u)){c(T,M,A,u)?(o(N,w,T,u),++w,--T):(i(N,T,u),--T);break}if(--T<N)break}s(e,w-1,M,A,u),s(r,T+1,S,E,u),w-2-e<=32?n(e,w-2,u):t(e,w-2,u);r-(T+2)<=32?n(T+2,r,u):t(T+2,r,u);T-w<=32?n(w,T,u):t(w,T,u)}(0,e-1,t)};function n(t,e,r){for(var n=2*(t+1),i=t+1;i<=e;++i){for(var a=r[n++],o=r[n++],s=i,l=n-2;s-- >t;){var c=r[l-2],u=r[l-1];if(c<a)break;if(c===a&&u<o)break;r[l]=c,r[l+1]=u,l-=2}r[l]=a,r[l+1]=o}}function i(t,e,r){e*=2;var n=r[t*=2],i=r[t+1];r[t]=r[e],r[t+1]=r[e+1],r[e]=n,r[e+1]=i}function a(t,e,r){e*=2,r[t*=2]=r[e],r[t+1]=r[e+1]}function o(t,e,r,n){e*=2,r*=2;var i=n[t*=2],a=n[t+1];n[t]=n[e],n[t+1]=n[e+1],n[e]=n[r],n[e+1]=n[r+1],n[r]=i,n[r+1]=a}function s(t,e,r,n,i){e*=2,i[t*=2]=i[e],i[e]=r,i[t+1]=i[e+1],i[e+1]=n}function l(t,e,r){e*=2;var n=r[t*=2],i=r[e];return!(n<i)&&(n!==i||r[t+1]>r[e+1])}function c(t,e,r,n){var i=n[t*=2];return i<e||i===e&&n[t+1]<r}},{}],107:[function(t,e,r){\"use strict\";e.exports={init:function(t){var e=i.nextPow2(t);o.length<e&&(n.free(o),o=n.mallocInt32(e));s.length<e&&(n.free(s),s=n.mallocInt32(e));l.length<e&&(n.free(l),l=n.mallocInt32(e));c.length<e&&(n.free(c),c=n.mallocInt32(e));u.length<e&&(n.free(u),u=n.mallocInt32(e));f.length<e&&(n.free(f),f=n.mallocInt32(e));var r=8*e;h.length<r&&(n.free(h),h=n.mallocDouble(r))},sweepBipartite:function(t,e,r,n,i,u,f,g,m,v){for(var y=0,x=2*t,b=t-1,_=x-1,w=r;w<n;++w){var T=u[w],k=x*w;h[y++]=i[k+b],h[y++]=-(T+1),h[y++]=i[k+_],h[y++]=T}for(w=f;w<g;++w){T=v[w]+(1<<28);var M=x*w;h[y++]=m[M+b],h[y++]=-T,h[y++]=m[M+_],h[y++]=T}var A=y>>>1;a(h,A);var S=0,E=0;for(w=0;w<A;++w){var C=0|h[2*w+1];if(C>=1<<28)p(l,c,E--,C=C-(1<<28)|0);else if(C>=0)p(o,s,S--,C);else if(C<=-(1<<28)){C=-C-(1<<28)|0;for(var L=0;L<S;++L){if(void 0!==(I=e(o[L],C)))return I}d(l,c,E++,C)}else{C=-C-1|0;for(L=0;L<E;++L){var I;if(void 0!==(I=e(C,l[L])))return I}d(o,s,S++,C)}}},sweepComplete:function(t,e,r,n,i,g,m,v,y,x){for(var b=0,_=2*t,w=t-1,T=_-1,k=r;k<n;++k){var M=g[k]+1<<1,A=_*k;h[b++]=i[A+w],h[b++]=-M,h[b++]=i[A+T],h[b++]=M}for(k=m;k<v;++k){M=x[k]+1<<1;var S=_*k;h[b++]=y[S+w],h[b++]=1|-M,h[b++]=y[S+T],h[b++]=1|M}var E=b>>>1;a(h,E);var C=0,L=0,I=0;for(k=0;k<E;++k){var P=0|h[2*k+1],z=1&P;if(k<E-1&&P>>1==h[2*k+3]>>1&&(z=2,k+=1),P<0){for(var O=-(P>>1)-1,D=0;D<I;++D){if(void 0!==(R=e(u[D],O)))return R}if(0!==z)for(D=0;D<C;++D){if(void 0!==(R=e(o[D],O)))return R}if(1!==z)for(D=0;D<L;++D){var R;if(void 0!==(R=e(l[D],O)))return R}0===z?d(o,s,C++,O):1===z?d(l,c,L++,O):2===z&&d(u,f,I++,O)}else{O=(P>>1)-1;0===z?p(o,s,C--,O):1===z?p(l,c,L--,O):2===z&&p(u,f,I--,O)}}},scanBipartite:function(t,e,r,n,i,l,c,u,f,g,m,v){var y=0,x=2*t,b=e,_=e+t,w=1,T=1;n?T=1<<28:w=1<<28;for(var k=i;k<l;++k){var M=k+w,A=x*k;h[y++]=c[A+b],h[y++]=-M,h[y++]=c[A+_],h[y++]=M}for(k=f;k<g;++k){M=k+T;var S=x*k;h[y++]=m[S+b],h[y++]=-M}var E=y>>>1;a(h,E);var C=0;for(k=0;k<E;++k){var L=0|h[2*k+1];if(L<0){var I=!1;if((M=-L)>=1<<28?(I=!n,M-=1<<28):(I=!!n,M-=1),I)d(o,s,C++,M);else{var P=v[M],z=x*M,O=m[z+e+1],D=m[z+e+1+t];t:for(var R=0;R<C;++R){var F=o[R],B=x*F;if(!(D<c[B+e+1]||c[B+e+1+t]<O)){for(var N=e+2;N<t;++N)if(m[z+N+t]<c[B+N]||c[B+N+t]<m[z+N])continue t;var j,U=u[F];if(void 0!==(j=n?r(P,U):r(U,P)))return j}}}}else p(o,s,C--,L-w)}},scanComplete:function(t,e,r,n,i,s,l,c,u,f,p){for(var d=0,g=2*t,m=e,v=e+t,y=n;y<i;++y){var x=y+(1<<28),b=g*y;h[d++]=s[b+m],h[d++]=-x,h[d++]=s[b+v],h[d++]=x}for(y=c;y<u;++y){x=y+1;var _=g*y;h[d++]=f[_+m],h[d++]=-x}var w=d>>>1;a(h,w);var T=0;for(y=0;y<w;++y){var k=0|h[2*y+1];if(k<0){if((x=-k)>=1<<28)o[T++]=x-(1<<28);else{var M=p[x-=1],A=g*x,S=f[A+e+1],E=f[A+e+1+t];t:for(var C=0;C<T;++C){var L=o[C],I=l[L];if(I===M)break;var P=g*L;if(!(E<s[P+e+1]||s[P+e+1+t]<S)){for(var z=e+2;z<t;++z)if(f[A+z+t]<s[P+z]||s[P+z+t]<f[A+z])continue t;var O=r(I,M);if(void 0!==O)return O}}}}else{for(x=k-(1<<28),C=T-1;C>=0;--C)if(o[C]===x){for(z=C+1;z<T;++z)o[z-1]=o[z];break}--T}}}};var n=t(\"typedarray-pool\"),i=t(\"bit-twiddle\"),a=t(\"./sort\"),o=n.mallocInt32(1024),s=n.mallocInt32(1024),l=n.mallocInt32(1024),c=n.mallocInt32(1024),u=n.mallocInt32(1024),f=n.mallocInt32(1024),h=n.mallocDouble(8192);function p(t,e,r,n){var i=e[n],a=t[r-1];t[i]=a,e[a]=i}function d(t,e,r,n){t[r]=n,e[n]=r}},{\"./sort\":106,\"bit-twiddle\":97,\"typedarray-pool\":595}],108:[function(t,e,r){},{}],109:[function(t,e,r){arguments[4][108][0].apply(r,arguments)},{dup:108}],110:[function(t,e,r){\"use strict\";var n,i=\"object\"==typeof Reflect?Reflect:null,a=i&&\"function\"==typeof i.apply?i.apply:function(t,e,r){return Function.prototype.apply.call(t,e,r)};n=i&&\"function\"==typeof i.ownKeys?i.ownKeys:Object.getOwnPropertySymbols?function(t){return Object.getOwnPropertyNames(t).concat(Object.getOwnPropertySymbols(t))}:function(t){return Object.getOwnPropertyNames(t)};var o=Number.isNaN||function(t){return t!=t};function s(){s.init.call(this)}e.exports=s,e.exports.once=function(t,e){return new Promise((function(r,n){function i(){void 0!==a&&t.removeListener(\"error\",a),r([].slice.call(arguments))}var a;\"error\"!==e&&(a=function(r){t.removeListener(e,i),n(r)},t.once(\"error\",a)),t.once(e,i)}))},s.EventEmitter=s,s.prototype._events=void 0,s.prototype._eventsCount=0,s.prototype._maxListeners=void 0;var l=10;function c(t){if(\"function\"!=typeof t)throw new TypeError('The \"listener\" argument must be of type Function. Received type '+typeof t)}function u(t){return void 0===t._maxListeners?s.defaultMaxListeners:t._maxListeners}function f(t,e,r,n){var i,a,o,s;if(c(r),void 0===(a=t._events)?(a=t._events=Object.create(null),t._eventsCount=0):(void 0!==a.newListener&&(t.emit(\"newListener\",e,r.listener?r.listener:r),a=t._events),o=a[e]),void 0===o)o=a[e]=r,++t._eventsCount;else if(\"function\"==typeof o?o=a[e]=n?[r,o]:[o,r]:n?o.unshift(r):o.push(r),(i=u(t))>0&&o.length>i&&!o.warned){o.warned=!0;var l=new Error(\"Possible EventEmitter memory leak detected. \"+o.length+\" \"+String(e)+\" listeners added. Use emitter.setMaxListeners() to increase limit\");l.name=\"MaxListenersExceededWarning\",l.emitter=t,l.type=e,l.count=o.length,s=l,console&&console.warn&&console.warn(s)}return t}function h(){if(!this.fired)return this.target.removeListener(this.type,this.wrapFn),this.fired=!0,0===arguments.length?this.listener.call(this.target):this.listener.apply(this.target,arguments)}function p(t,e,r){var n={fired:!1,wrapFn:void 0,target:t,type:e,listener:r},i=h.bind(n);return i.listener=r,n.wrapFn=i,i}function d(t,e,r){var n=t._events;if(void 0===n)return[];var i=n[e];return void 0===i?[]:\"function\"==typeof i?r?[i.listener||i]:[i]:r?function(t){for(var e=new Array(t.length),r=0;r<e.length;++r)e[r]=t[r].listener||t[r];return e}(i):m(i,i.length)}function g(t){var e=this._events;if(void 0!==e){var r=e[t];if(\"function\"==typeof r)return 1;if(void 0!==r)return r.length}return 0}function m(t,e){for(var r=new Array(e),n=0;n<e;++n)r[n]=t[n];return r}Object.defineProperty(s,\"defaultMaxListeners\",{enumerable:!0,get:function(){return l},set:function(t){if(\"number\"!=typeof t||t<0||o(t))throw new RangeError('The value of \"defaultMaxListeners\" is out of range. It must be a non-negative number. Received '+t+\".\");l=t}}),s.init=function(){void 0!==this._events&&this._events!==Object.getPrototypeOf(this)._events||(this._events=Object.create(null),this._eventsCount=0),this._maxListeners=this._maxListeners||void 0},s.prototype.setMaxListeners=function(t){if(\"number\"!=typeof t||t<0||o(t))throw new RangeError('The value of \"n\" is out of range. It must be a non-negative number. Received '+t+\".\");return this._maxListeners=t,this},s.prototype.getMaxListeners=function(){return u(this)},s.prototype.emit=function(t){for(var e=[],r=1;r<arguments.length;r++)e.push(arguments[r]);var n=\"error\"===t,i=this._events;if(void 0!==i)n=n&&void 0===i.error;else if(!n)return!1;if(n){var o;if(e.length>0&&(o=e[0]),o instanceof Error)throw o;var s=new Error(\"Unhandled error.\"+(o?\" (\"+o.message+\")\":\"\"));throw s.context=o,s}var l=i[t];if(void 0===l)return!1;if(\"function\"==typeof l)a(l,this,e);else{var c=l.length,u=m(l,c);for(r=0;r<c;++r)a(u[r],this,e)}return!0},s.prototype.addListener=function(t,e){return f(this,t,e,!1)},s.prototype.on=s.prototype.addListener,s.prototype.prependListener=function(t,e){return f(this,t,e,!0)},s.prototype.once=function(t,e){return c(e),this.on(t,p(this,t,e)),this},s.prototype.prependOnceListener=function(t,e){return c(e),this.prependListener(t,p(this,t,e)),this},s.prototype.removeListener=function(t,e){var r,n,i,a,o;if(c(e),void 0===(n=this._events))return this;if(void 0===(r=n[t]))return this;if(r===e||r.listener===e)0==--this._eventsCount?this._events=Object.create(null):(delete n[t],n.removeListener&&this.emit(\"removeListener\",t,r.listener||e));else if(\"function\"!=typeof r){for(i=-1,a=r.length-1;a>=0;a--)if(r[a]===e||r[a].listener===e){o=r[a].listener,i=a;break}if(i<0)return this;0===i?r.shift():function(t,e){for(;e+1<t.length;e++)t[e]=t[e+1];t.pop()}(r,i),1===r.length&&(n[t]=r[0]),void 0!==n.removeListener&&this.emit(\"removeListener\",t,o||e)}return this},s.prototype.off=s.prototype.removeListener,s.prototype.removeAllListeners=function(t){var e,r,n;if(void 0===(r=this._events))return this;if(void 0===r.removeListener)return 0===arguments.length?(this._events=Object.create(null),this._eventsCount=0):void 0!==r[t]&&(0==--this._eventsCount?this._events=Object.create(null):delete r[t]),this;if(0===arguments.length){var i,a=Object.keys(r);for(n=0;n<a.length;++n)\"removeListener\"!==(i=a[n])&&this.removeAllListeners(i);return this.removeAllListeners(\"removeListener\"),this._events=Object.create(null),this._eventsCount=0,this}if(\"function\"==typeof(e=r[t]))this.removeListener(t,e);else if(void 0!==e)for(n=e.length-1;n>=0;n--)this.removeListener(t,e[n]);return this},s.prototype.listeners=function(t){return d(this,t,!0)},s.prototype.rawListeners=function(t){return d(this,t,!1)},s.listenerCount=function(t,e){return\"function\"==typeof t.listenerCount?t.listenerCount(e):g.call(t,e)},s.prototype.listenerCount=g,s.prototype.eventNames=function(){return this._eventsCount>0?n(this._events):[]}},{}],111:[function(t,e,r){(function(e){(function(){\n",
       "/*!\n",
       " * The buffer module from node.js, for the browser.\n",
       " *\n",
       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
       " * @license  MIT\n",
       " */\n",
       "\"use strict\";var e=t(\"base64-js\"),n=t(\"ieee754\");r.Buffer=a,r.SlowBuffer=function(t){+t!=t&&(t=0);return a.alloc(+t)},r.INSPECT_MAX_BYTES=50;function i(t){if(t>2147483647)throw new RangeError('The value \"'+t+'\" is invalid for option \"size\"');var e=new Uint8Array(t);return e.__proto__=a.prototype,e}function a(t,e,r){if(\"number\"==typeof t){if(\"string\"==typeof e)throw new TypeError('The \"string\" argument must be of type string. Received type number');return l(t)}return o(t,e,r)}function o(t,e,r){if(\"string\"==typeof t)return function(t,e){\"string\"==typeof e&&\"\"!==e||(e=\"utf8\");if(!a.isEncoding(e))throw new TypeError(\"Unknown encoding: \"+e);var r=0|f(t,e),n=i(r),o=n.write(t,e);o!==r&&(n=n.slice(0,o));return n}(t,e);if(ArrayBuffer.isView(t))return c(t);if(null==t)throw TypeError(\"The first argument must be one of type string, Buffer, ArrayBuffer, Array, or Array-like Object. Received type \"+typeof t);if(B(t,ArrayBuffer)||t&&B(t.buffer,ArrayBuffer))return function(t,e,r){if(e<0||t.byteLength<e)throw new RangeError('\"offset\" is outside of buffer bounds');if(t.byteLength<e+(r||0))throw new RangeError('\"length\" is outside of buffer bounds');var n;n=void 0===e&&void 0===r?new Uint8Array(t):void 0===r?new Uint8Array(t,e):new Uint8Array(t,e,r);return n.__proto__=a.prototype,n}(t,e,r);if(\"number\"==typeof t)throw new TypeError('The \"value\" argument must not be of type number. Received type number');var n=t.valueOf&&t.valueOf();if(null!=n&&n!==t)return a.from(n,e,r);var o=function(t){if(a.isBuffer(t)){var e=0|u(t.length),r=i(e);return 0===r.length||t.copy(r,0,0,e),r}if(void 0!==t.length)return\"number\"!=typeof t.length||N(t.length)?i(0):c(t);if(\"Buffer\"===t.type&&Array.isArray(t.data))return c(t.data)}(t);if(o)return o;if(\"undefined\"!=typeof Symbol&&null!=Symbol.toPrimitive&&\"function\"==typeof t[Symbol.toPrimitive])return a.from(t[Symbol.toPrimitive](\"string\"),e,r);throw new TypeError(\"The first argument must be one of type string, Buffer, ArrayBuffer, Array, or Array-like Object. Received type \"+typeof t)}function s(t){if(\"number\"!=typeof t)throw new TypeError('\"size\" argument must be of type number');if(t<0)throw new RangeError('The value \"'+t+'\" is invalid for option \"size\"')}function l(t){return s(t),i(t<0?0:0|u(t))}function c(t){for(var e=t.length<0?0:0|u(t.length),r=i(e),n=0;n<e;n+=1)r[n]=255&t[n];return r}function u(t){if(t>=2147483647)throw new RangeError(\"Attempt to allocate Buffer larger than maximum size: 0x\"+2147483647..toString(16)+\" bytes\");return 0|t}function f(t,e){if(a.isBuffer(t))return t.length;if(ArrayBuffer.isView(t)||B(t,ArrayBuffer))return t.byteLength;if(\"string\"!=typeof t)throw new TypeError('The \"string\" argument must be one of type string, Buffer, or ArrayBuffer. Received type '+typeof t);var r=t.length,n=arguments.length>2&&!0===arguments[2];if(!n&&0===r)return 0;for(var i=!1;;)switch(e){case\"ascii\":case\"latin1\":case\"binary\":return r;case\"utf8\":case\"utf-8\":return D(t).length;case\"ucs2\":case\"ucs-2\":case\"utf16le\":case\"utf-16le\":return 2*r;case\"hex\":return r>>>1;case\"base64\":return R(t).length;default:if(i)return n?-1:D(t).length;e=(\"\"+e).toLowerCase(),i=!0}}function h(t,e,r){var n=!1;if((void 0===e||e<0)&&(e=0),e>this.length)return\"\";if((void 0===r||r>this.length)&&(r=this.length),r<=0)return\"\";if((r>>>=0)<=(e>>>=0))return\"\";for(t||(t=\"utf8\");;)switch(t){case\"hex\":return A(this,e,r);case\"utf8\":case\"utf-8\":return T(this,e,r);case\"ascii\":return k(this,e,r);case\"latin1\":case\"binary\":return M(this,e,r);case\"base64\":return w(this,e,r);case\"ucs2\":case\"ucs-2\":case\"utf16le\":case\"utf-16le\":return S(this,e,r);default:if(n)throw new TypeError(\"Unknown encoding: \"+t);t=(t+\"\").toLowerCase(),n=!0}}function p(t,e,r){var n=t[e];t[e]=t[r],t[r]=n}function d(t,e,r,n,i){if(0===t.length)return-1;if(\"string\"==typeof r?(n=r,r=0):r>2147483647?r=2147483647:r<-2147483648&&(r=-2147483648),N(r=+r)&&(r=i?0:t.length-1),r<0&&(r=t.length+r),r>=t.length){if(i)return-1;r=t.length-1}else if(r<0){if(!i)return-1;r=0}if(\"string\"==typeof e&&(e=a.from(e,n)),a.isBuffer(e))return 0===e.length?-1:g(t,e,r,n,i);if(\"number\"==typeof e)return e&=255,\"function\"==typeof Uint8Array.prototype.indexOf?i?Uint8Array.prototype.indexOf.call(t,e,r):Uint8Array.prototype.lastIndexOf.call(t,e,r):g(t,[e],r,n,i);throw new TypeError(\"val must be string, number or Buffer\")}function g(t,e,r,n,i){var a,o=1,s=t.length,l=e.length;if(void 0!==n&&(\"ucs2\"===(n=String(n).toLowerCase())||\"ucs-2\"===n||\"utf16le\"===n||\"utf-16le\"===n)){if(t.length<2||e.length<2)return-1;o=2,s/=2,l/=2,r/=2}function c(t,e){return 1===o?t[e]:t.readUInt16BE(e*o)}if(i){var u=-1;for(a=r;a<s;a++)if(c(t,a)===c(e,-1===u?0:a-u)){if(-1===u&&(u=a),a-u+1===l)return u*o}else-1!==u&&(a-=a-u),u=-1}else for(r+l>s&&(r=s-l),a=r;a>=0;a--){for(var f=!0,h=0;h<l;h++)if(c(t,a+h)!==c(e,h)){f=!1;break}if(f)return a}return-1}function m(t,e,r,n){r=Number(r)||0;var i=t.length-r;n?(n=Number(n))>i&&(n=i):n=i;var a=e.length;n>a/2&&(n=a/2);for(var o=0;o<n;++o){var s=parseInt(e.substr(2*o,2),16);if(N(s))return o;t[r+o]=s}return o}function v(t,e,r,n){return F(D(e,t.length-r),t,r,n)}function y(t,e,r,n){return F(function(t){for(var e=[],r=0;r<t.length;++r)e.push(255&t.charCodeAt(r));return e}(e),t,r,n)}function x(t,e,r,n){return y(t,e,r,n)}function b(t,e,r,n){return F(R(e),t,r,n)}function _(t,e,r,n){return F(function(t,e){for(var r,n,i,a=[],o=0;o<t.length&&!((e-=2)<0);++o)r=t.charCodeAt(o),n=r>>8,i=r%256,a.push(i),a.push(n);return a}(e,t.length-r),t,r,n)}function w(t,r,n){return 0===r&&n===t.length?e.fromByteArray(t):e.fromByteArray(t.slice(r,n))}function T(t,e,r){r=Math.min(t.length,r);for(var n=[],i=e;i<r;){var a,o,s,l,c=t[i],u=null,f=c>239?4:c>223?3:c>191?2:1;if(i+f<=r)switch(f){case 1:c<128&&(u=c);break;case 2:128==(192&(a=t[i+1]))&&(l=(31&c)<<6|63&a)>127&&(u=l);break;case 3:a=t[i+1],o=t[i+2],128==(192&a)&&128==(192&o)&&(l=(15&c)<<12|(63&a)<<6|63&o)>2047&&(l<55296||l>57343)&&(u=l);break;case 4:a=t[i+1],o=t[i+2],s=t[i+3],128==(192&a)&&128==(192&o)&&128==(192&s)&&(l=(15&c)<<18|(63&a)<<12|(63&o)<<6|63&s)>65535&&l<1114112&&(u=l)}null===u?(u=65533,f=1):u>65535&&(u-=65536,n.push(u>>>10&1023|55296),u=56320|1023&u),n.push(u),i+=f}return function(t){var e=t.length;if(e<=4096)return String.fromCharCode.apply(String,t);var r=\"\",n=0;for(;n<e;)r+=String.fromCharCode.apply(String,t.slice(n,n+=4096));return r}(n)}r.kMaxLength=2147483647,a.TYPED_ARRAY_SUPPORT=function(){try{var t=new Uint8Array(1);return t.__proto__={__proto__:Uint8Array.prototype,foo:function(){return 42}},42===t.foo()}catch(t){return!1}}(),a.TYPED_ARRAY_SUPPORT||\"undefined\"==typeof console||\"function\"!=typeof console.error||console.error(\"This browser lacks typed array (Uint8Array) support which is required by `buffer` v5.x. Use `buffer` v4.x if you require old browser support.\"),Object.defineProperty(a.prototype,\"parent\",{enumerable:!0,get:function(){if(a.isBuffer(this))return this.buffer}}),Object.defineProperty(a.prototype,\"offset\",{enumerable:!0,get:function(){if(a.isBuffer(this))return this.byteOffset}}),\"undefined\"!=typeof Symbol&&null!=Symbol.species&&a[Symbol.species]===a&&Object.defineProperty(a,Symbol.species,{value:null,configurable:!0,enumerable:!1,writable:!1}),a.poolSize=8192,a.from=function(t,e,r){return o(t,e,r)},a.prototype.__proto__=Uint8Array.prototype,a.__proto__=Uint8Array,a.alloc=function(t,e,r){return function(t,e,r){return s(t),t<=0?i(t):void 0!==e?\"string\"==typeof r?i(t).fill(e,r):i(t).fill(e):i(t)}(t,e,r)},a.allocUnsafe=function(t){return l(t)},a.allocUnsafeSlow=function(t){return l(t)},a.isBuffer=function(t){return null!=t&&!0===t._isBuffer&&t!==a.prototype},a.compare=function(t,e){if(B(t,Uint8Array)&&(t=a.from(t,t.offset,t.byteLength)),B(e,Uint8Array)&&(e=a.from(e,e.offset,e.byteLength)),!a.isBuffer(t)||!a.isBuffer(e))throw new TypeError('The \"buf1\", \"buf2\" arguments must be one of type Buffer or Uint8Array');if(t===e)return 0;for(var r=t.length,n=e.length,i=0,o=Math.min(r,n);i<o;++i)if(t[i]!==e[i]){r=t[i],n=e[i];break}return r<n?-1:n<r?1:0},a.isEncoding=function(t){switch(String(t).toLowerCase()){case\"hex\":case\"utf8\":case\"utf-8\":case\"ascii\":case\"latin1\":case\"binary\":case\"base64\":case\"ucs2\":case\"ucs-2\":case\"utf16le\":case\"utf-16le\":return!0;default:return!1}},a.concat=function(t,e){if(!Array.isArray(t))throw new TypeError('\"list\" argument must be an Array of Buffers');if(0===t.length)return a.alloc(0);var r;if(void 0===e)for(e=0,r=0;r<t.length;++r)e+=t[r].length;var n=a.allocUnsafe(e),i=0;for(r=0;r<t.length;++r){var o=t[r];if(B(o,Uint8Array)&&(o=a.from(o)),!a.isBuffer(o))throw new TypeError('\"list\" argument must be an Array of Buffers');o.copy(n,i),i+=o.length}return n},a.byteLength=f,a.prototype._isBuffer=!0,a.prototype.swap16=function(){var t=this.length;if(t%2!=0)throw new RangeError(\"Buffer size must be a multiple of 16-bits\");for(var e=0;e<t;e+=2)p(this,e,e+1);return this},a.prototype.swap32=function(){var t=this.length;if(t%4!=0)throw new RangeError(\"Buffer size must be a multiple of 32-bits\");for(var e=0;e<t;e+=4)p(this,e,e+3),p(this,e+1,e+2);return this},a.prototype.swap64=function(){var t=this.length;if(t%8!=0)throw new RangeError(\"Buffer size must be a multiple of 64-bits\");for(var e=0;e<t;e+=8)p(this,e,e+7),p(this,e+1,e+6),p(this,e+2,e+5),p(this,e+3,e+4);return this},a.prototype.toString=function(){var t=this.length;return 0===t?\"\":0===arguments.length?T(this,0,t):h.apply(this,arguments)},a.prototype.toLocaleString=a.prototype.toString,a.prototype.equals=function(t){if(!a.isBuffer(t))throw new TypeError(\"Argument must be a Buffer\");return this===t||0===a.compare(this,t)},a.prototype.inspect=function(){var t=\"\",e=r.INSPECT_MAX_BYTES;return t=this.toString(\"hex\",0,e).replace(/(.{2})/g,\"$1 \").trim(),this.length>e&&(t+=\" ... \"),\"<Buffer \"+t+\">\"},a.prototype.compare=function(t,e,r,n,i){if(B(t,Uint8Array)&&(t=a.from(t,t.offset,t.byteLength)),!a.isBuffer(t))throw new TypeError('The \"target\" argument must be one of type Buffer or Uint8Array. Received type '+typeof t);if(void 0===e&&(e=0),void 0===r&&(r=t?t.length:0),void 0===n&&(n=0),void 0===i&&(i=this.length),e<0||r>t.length||n<0||i>this.length)throw new RangeError(\"out of range index\");if(n>=i&&e>=r)return 0;if(n>=i)return-1;if(e>=r)return 1;if(this===t)return 0;for(var o=(i>>>=0)-(n>>>=0),s=(r>>>=0)-(e>>>=0),l=Math.min(o,s),c=this.slice(n,i),u=t.slice(e,r),f=0;f<l;++f)if(c[f]!==u[f]){o=c[f],s=u[f];break}return o<s?-1:s<o?1:0},a.prototype.includes=function(t,e,r){return-1!==this.indexOf(t,e,r)},a.prototype.indexOf=function(t,e,r){return d(this,t,e,r,!0)},a.prototype.lastIndexOf=function(t,e,r){return d(this,t,e,r,!1)},a.prototype.write=function(t,e,r,n){if(void 0===e)n=\"utf8\",r=this.length,e=0;else if(void 0===r&&\"string\"==typeof e)n=e,r=this.length,e=0;else{if(!isFinite(e))throw new Error(\"Buffer.write(string, encoding, offset[, length]) is no longer supported\");e>>>=0,isFinite(r)?(r>>>=0,void 0===n&&(n=\"utf8\")):(n=r,r=void 0)}var i=this.length-e;if((void 0===r||r>i)&&(r=i),t.length>0&&(r<0||e<0)||e>this.length)throw new RangeError(\"Attempt to write outside buffer bounds\");n||(n=\"utf8\");for(var a=!1;;)switch(n){case\"hex\":return m(this,t,e,r);case\"utf8\":case\"utf-8\":return v(this,t,e,r);case\"ascii\":return y(this,t,e,r);case\"latin1\":case\"binary\":return x(this,t,e,r);case\"base64\":return b(this,t,e,r);case\"ucs2\":case\"ucs-2\":case\"utf16le\":case\"utf-16le\":return _(this,t,e,r);default:if(a)throw new TypeError(\"Unknown encoding: \"+n);n=(\"\"+n).toLowerCase(),a=!0}},a.prototype.toJSON=function(){return{type:\"Buffer\",data:Array.prototype.slice.call(this._arr||this,0)}};function k(t,e,r){var n=\"\";r=Math.min(t.length,r);for(var i=e;i<r;++i)n+=String.fromCharCode(127&t[i]);return n}function M(t,e,r){var n=\"\";r=Math.min(t.length,r);for(var i=e;i<r;++i)n+=String.fromCharCode(t[i]);return n}function A(t,e,r){var n=t.length;(!e||e<0)&&(e=0),(!r||r<0||r>n)&&(r=n);for(var i=\"\",a=e;a<r;++a)i+=O(t[a]);return i}function S(t,e,r){for(var n=t.slice(e,r),i=\"\",a=0;a<n.length;a+=2)i+=String.fromCharCode(n[a]+256*n[a+1]);return i}function E(t,e,r){if(t%1!=0||t<0)throw new RangeError(\"offset is not uint\");if(t+e>r)throw new RangeError(\"Trying to access beyond buffer length\")}function C(t,e,r,n,i,o){if(!a.isBuffer(t))throw new TypeError('\"buffer\" argument must be a Buffer instance');if(e>i||e<o)throw new RangeError('\"value\" argument is out of bounds');if(r+n>t.length)throw new RangeError(\"Index out of range\")}function L(t,e,r,n,i,a){if(r+n>t.length)throw new RangeError(\"Index out of range\");if(r<0)throw new RangeError(\"Index out of range\")}function I(t,e,r,i,a){return e=+e,r>>>=0,a||L(t,0,r,4),n.write(t,e,r,i,23,4),r+4}function P(t,e,r,i,a){return e=+e,r>>>=0,a||L(t,0,r,8),n.write(t,e,r,i,52,8),r+8}a.prototype.slice=function(t,e){var r=this.length;(t=~~t)<0?(t+=r)<0&&(t=0):t>r&&(t=r),(e=void 0===e?r:~~e)<0?(e+=r)<0&&(e=0):e>r&&(e=r),e<t&&(e=t);var n=this.subarray(t,e);return n.__proto__=a.prototype,n},a.prototype.readUIntLE=function(t,e,r){t>>>=0,e>>>=0,r||E(t,e,this.length);for(var n=this[t],i=1,a=0;++a<e&&(i*=256);)n+=this[t+a]*i;return n},a.prototype.readUIntBE=function(t,e,r){t>>>=0,e>>>=0,r||E(t,e,this.length);for(var n=this[t+--e],i=1;e>0&&(i*=256);)n+=this[t+--e]*i;return n},a.prototype.readUInt8=function(t,e){return t>>>=0,e||E(t,1,this.length),this[t]},a.prototype.readUInt16LE=function(t,e){return t>>>=0,e||E(t,2,this.length),this[t]|this[t+1]<<8},a.prototype.readUInt16BE=function(t,e){return t>>>=0,e||E(t,2,this.length),this[t]<<8|this[t+1]},a.prototype.readUInt32LE=function(t,e){return t>>>=0,e||E(t,4,this.length),(this[t]|this[t+1]<<8|this[t+2]<<16)+16777216*this[t+3]},a.prototype.readUInt32BE=function(t,e){return t>>>=0,e||E(t,4,this.length),16777216*this[t]+(this[t+1]<<16|this[t+2]<<8|this[t+3])},a.prototype.readIntLE=function(t,e,r){t>>>=0,e>>>=0,r||E(t,e,this.length);for(var n=this[t],i=1,a=0;++a<e&&(i*=256);)n+=this[t+a]*i;return n>=(i*=128)&&(n-=Math.pow(2,8*e)),n},a.prototype.readIntBE=function(t,e,r){t>>>=0,e>>>=0,r||E(t,e,this.length);for(var n=e,i=1,a=this[t+--n];n>0&&(i*=256);)a+=this[t+--n]*i;return a>=(i*=128)&&(a-=Math.pow(2,8*e)),a},a.prototype.readInt8=function(t,e){return t>>>=0,e||E(t,1,this.length),128&this[t]?-1*(255-this[t]+1):this[t]},a.prototype.readInt16LE=function(t,e){t>>>=0,e||E(t,2,this.length);var r=this[t]|this[t+1]<<8;return 32768&r?4294901760|r:r},a.prototype.readInt16BE=function(t,e){t>>>=0,e||E(t,2,this.length);var r=this[t+1]|this[t]<<8;return 32768&r?4294901760|r:r},a.prototype.readInt32LE=function(t,e){return t>>>=0,e||E(t,4,this.length),this[t]|this[t+1]<<8|this[t+2]<<16|this[t+3]<<24},a.prototype.readInt32BE=function(t,e){return t>>>=0,e||E(t,4,this.length),this[t]<<24|this[t+1]<<16|this[t+2]<<8|this[t+3]},a.prototype.readFloatLE=function(t,e){return t>>>=0,e||E(t,4,this.length),n.read(this,t,!0,23,4)},a.prototype.readFloatBE=function(t,e){return t>>>=0,e||E(t,4,this.length),n.read(this,t,!1,23,4)},a.prototype.readDoubleLE=function(t,e){return t>>>=0,e||E(t,8,this.length),n.read(this,t,!0,52,8)},a.prototype.readDoubleBE=function(t,e){return t>>>=0,e||E(t,8,this.length),n.read(this,t,!1,52,8)},a.prototype.writeUIntLE=function(t,e,r,n){(t=+t,e>>>=0,r>>>=0,n)||C(this,t,e,r,Math.pow(2,8*r)-1,0);var i=1,a=0;for(this[e]=255&t;++a<r&&(i*=256);)this[e+a]=t/i&255;return e+r},a.prototype.writeUIntBE=function(t,e,r,n){(t=+t,e>>>=0,r>>>=0,n)||C(this,t,e,r,Math.pow(2,8*r)-1,0);var i=r-1,a=1;for(this[e+i]=255&t;--i>=0&&(a*=256);)this[e+i]=t/a&255;return e+r},a.prototype.writeUInt8=function(t,e,r){return t=+t,e>>>=0,r||C(this,t,e,1,255,0),this[e]=255&t,e+1},a.prototype.writeUInt16LE=function(t,e,r){return t=+t,e>>>=0,r||C(this,t,e,2,65535,0),this[e]=255&t,this[e+1]=t>>>8,e+2},a.prototype.writeUInt16BE=function(t,e,r){return t=+t,e>>>=0,r||C(this,t,e,2,65535,0),this[e]=t>>>8,this[e+1]=255&t,e+2},a.prototype.writeUInt32LE=function(t,e,r){return t=+t,e>>>=0,r||C(this,t,e,4,4294967295,0),this[e+3]=t>>>24,this[e+2]=t>>>16,this[e+1]=t>>>8,this[e]=255&t,e+4},a.prototype.writeUInt32BE=function(t,e,r){return t=+t,e>>>=0,r||C(this,t,e,4,4294967295,0),this[e]=t>>>24,this[e+1]=t>>>16,this[e+2]=t>>>8,this[e+3]=255&t,e+4},a.prototype.writeIntLE=function(t,e,r,n){if(t=+t,e>>>=0,!n){var i=Math.pow(2,8*r-1);C(this,t,e,r,i-1,-i)}var a=0,o=1,s=0;for(this[e]=255&t;++a<r&&(o*=256);)t<0&&0===s&&0!==this[e+a-1]&&(s=1),this[e+a]=(t/o>>0)-s&255;return e+r},a.prototype.writeIntBE=function(t,e,r,n){if(t=+t,e>>>=0,!n){var i=Math.pow(2,8*r-1);C(this,t,e,r,i-1,-i)}var a=r-1,o=1,s=0;for(this[e+a]=255&t;--a>=0&&(o*=256);)t<0&&0===s&&0!==this[e+a+1]&&(s=1),this[e+a]=(t/o>>0)-s&255;return e+r},a.prototype.writeInt8=function(t,e,r){return t=+t,e>>>=0,r||C(this,t,e,1,127,-128),t<0&&(t=255+t+1),this[e]=255&t,e+1},a.prototype.writeInt16LE=function(t,e,r){return t=+t,e>>>=0,r||C(this,t,e,2,32767,-32768),this[e]=255&t,this[e+1]=t>>>8,e+2},a.prototype.writeInt16BE=function(t,e,r){return t=+t,e>>>=0,r||C(this,t,e,2,32767,-32768),this[e]=t>>>8,this[e+1]=255&t,e+2},a.prototype.writeInt32LE=function(t,e,r){return t=+t,e>>>=0,r||C(this,t,e,4,2147483647,-2147483648),this[e]=255&t,this[e+1]=t>>>8,this[e+2]=t>>>16,this[e+3]=t>>>24,e+4},a.prototype.writeInt32BE=function(t,e,r){return t=+t,e>>>=0,r||C(this,t,e,4,2147483647,-2147483648),t<0&&(t=4294967295+t+1),this[e]=t>>>24,this[e+1]=t>>>16,this[e+2]=t>>>8,this[e+3]=255&t,e+4},a.prototype.writeFloatLE=function(t,e,r){return I(this,t,e,!0,r)},a.prototype.writeFloatBE=function(t,e,r){return I(this,t,e,!1,r)},a.prototype.writeDoubleLE=function(t,e,r){return P(this,t,e,!0,r)},a.prototype.writeDoubleBE=function(t,e,r){return P(this,t,e,!1,r)},a.prototype.copy=function(t,e,r,n){if(!a.isBuffer(t))throw new TypeError(\"argument should be a Buffer\");if(r||(r=0),n||0===n||(n=this.length),e>=t.length&&(e=t.length),e||(e=0),n>0&&n<r&&(n=r),n===r)return 0;if(0===t.length||0===this.length)return 0;if(e<0)throw new RangeError(\"targetStart out of bounds\");if(r<0||r>=this.length)throw new RangeError(\"Index out of range\");if(n<0)throw new RangeError(\"sourceEnd out of bounds\");n>this.length&&(n=this.length),t.length-e<n-r&&(n=t.length-e+r);var i=n-r;if(this===t&&\"function\"==typeof Uint8Array.prototype.copyWithin)this.copyWithin(e,r,n);else if(this===t&&r<e&&e<n)for(var o=i-1;o>=0;--o)t[o+e]=this[o+r];else Uint8Array.prototype.set.call(t,this.subarray(r,n),e);return i},a.prototype.fill=function(t,e,r,n){if(\"string\"==typeof t){if(\"string\"==typeof e?(n=e,e=0,r=this.length):\"string\"==typeof r&&(n=r,r=this.length),void 0!==n&&\"string\"!=typeof n)throw new TypeError(\"encoding must be a string\");if(\"string\"==typeof n&&!a.isEncoding(n))throw new TypeError(\"Unknown encoding: \"+n);if(1===t.length){var i=t.charCodeAt(0);(\"utf8\"===n&&i<128||\"latin1\"===n)&&(t=i)}}else\"number\"==typeof t&&(t&=255);if(e<0||this.length<e||this.length<r)throw new RangeError(\"Out of range index\");if(r<=e)return this;var o;if(e>>>=0,r=void 0===r?this.length:r>>>0,t||(t=0),\"number\"==typeof t)for(o=e;o<r;++o)this[o]=t;else{var s=a.isBuffer(t)?t:a.from(t,n),l=s.length;if(0===l)throw new TypeError('The value \"'+t+'\" is invalid for argument \"value\"');for(o=0;o<r-e;++o)this[o+e]=s[o%l]}return this};var z=/[^+/0-9A-Za-z-_]/g;function O(t){return t<16?\"0\"+t.toString(16):t.toString(16)}function D(t,e){var r;e=e||1/0;for(var n=t.length,i=null,a=[],o=0;o<n;++o){if((r=t.charCodeAt(o))>55295&&r<57344){if(!i){if(r>56319){(e-=3)>-1&&a.push(239,191,189);continue}if(o+1===n){(e-=3)>-1&&a.push(239,191,189);continue}i=r;continue}if(r<56320){(e-=3)>-1&&a.push(239,191,189),i=r;continue}r=65536+(i-55296<<10|r-56320)}else i&&(e-=3)>-1&&a.push(239,191,189);if(i=null,r<128){if((e-=1)<0)break;a.push(r)}else if(r<2048){if((e-=2)<0)break;a.push(r>>6|192,63&r|128)}else if(r<65536){if((e-=3)<0)break;a.push(r>>12|224,r>>6&63|128,63&r|128)}else{if(!(r<1114112))throw new Error(\"Invalid code point\");if((e-=4)<0)break;a.push(r>>18|240,r>>12&63|128,r>>6&63|128,63&r|128)}}return a}function R(t){return e.toByteArray(function(t){if((t=(t=t.split(\"=\")[0]).trim().replace(z,\"\")).length<2)return\"\";for(;t.length%4!=0;)t+=\"=\";return t}(t))}function F(t,e,r,n){for(var i=0;i<n&&!(i+r>=e.length||i>=t.length);++i)e[i+r]=t[i];return i}function B(t,e){return t instanceof e||null!=t&&null!=t.constructor&&null!=t.constructor.name&&t.constructor.name===e.name}function N(t){return t!=t}}).call(this)}).call(this,t(\"buffer\").Buffer)},{\"base64-js\":79,buffer:111,ieee754:442}],112:[function(t,e,r){\"use strict\";var n=t(\"./lib/monotone\"),i=t(\"./lib/triangulation\"),a=t(\"./lib/delaunay\"),o=t(\"./lib/filter\");function s(t){return[Math.min(t[0],t[1]),Math.max(t[0],t[1])]}function l(t,e){return t[0]-e[0]||t[1]-e[1]}function c(t,e,r){return e in t?t[e]:r}e.exports=function(t,e,r){Array.isArray(e)?(r=r||{},e=e||[]):(r=e||{},e=[]);var u=!!c(r,\"delaunay\",!0),f=!!c(r,\"interior\",!0),h=!!c(r,\"exterior\",!0),p=!!c(r,\"infinity\",!1);if(!f&&!h||0===t.length)return[];var d=n(t,e);if(u||f!==h||p){for(var g=i(t.length,function(t){return t.map(s).sort(l)}(e)),m=0;m<d.length;++m){var v=d[m];g.addTriangle(v[0],v[1],v[2])}return u&&a(t,g),h?f?p?o(g,0,p):g.cells():o(g,1,p):o(g,-1)}return d}},{\"./lib/delaunay\":113,\"./lib/filter\":114,\"./lib/monotone\":115,\"./lib/triangulation\":116}],113:[function(t,e,r){\"use strict\";var n=t(\"robust-in-sphere\")[4];t(\"binary-search-bounds\");function i(t,e,r,i,a,o){var s=e.opposite(i,a);if(!(s<0)){if(a<i){var l=i;i=a,a=l,l=o,o=s,s=l}e.isConstraint(i,a)||n(t[i],t[a],t[o],t[s])<0&&r.push(i,a)}}e.exports=function(t,e){for(var r=[],a=t.length,o=e.stars,s=0;s<a;++s)for(var l=o[s],c=1;c<l.length;c+=2){if(!((p=l[c])<s)&&!e.isConstraint(s,p)){for(var u=l[c-1],f=-1,h=1;h<l.length;h+=2)if(l[h-1]===p){f=l[h];break}f<0||n(t[s],t[p],t[u],t[f])<0&&r.push(s,p)}}for(;r.length>0;){for(var p=r.pop(),d=(s=r.pop(),u=-1,f=-1,l=o[s],1);d<l.length;d+=2){var g=l[d-1],m=l[d];g===p?f=m:m===p&&(u=g)}u<0||f<0||(n(t[s],t[p],t[u],t[f])>=0||(e.flip(s,p),i(t,e,r,u,s,f),i(t,e,r,s,f,u),i(t,e,r,f,p,u),i(t,e,r,p,u,f)))}}},{\"binary-search-bounds\":96,\"robust-in-sphere\":546}],114:[function(t,e,r){\"use strict\";var n,i=t(\"binary-search-bounds\");function a(t,e,r,n,i,a,o){this.cells=t,this.neighbor=e,this.flags=n,this.constraint=r,this.active=i,this.next=a,this.boundary=o}function o(t,e){return t[0]-e[0]||t[1]-e[1]||t[2]-e[2]}e.exports=function(t,e,r){var n=function(t,e){for(var r=t.cells(),n=r.length,i=0;i<n;++i){var s=(v=r[i])[0],l=v[1],c=v[2];l<c?l<s&&(v[0]=l,v[1]=c,v[2]=s):c<s&&(v[0]=c,v[1]=s,v[2]=l)}r.sort(o);var u=new Array(n);for(i=0;i<u.length;++i)u[i]=0;var f=[],h=[],p=new Array(3*n),d=new Array(3*n),g=null;e&&(g=[]);var m=new a(r,p,d,u,f,h,g);for(i=0;i<n;++i)for(var v=r[i],y=0;y<3;++y){s=v[y],l=v[(y+1)%3];var x=p[3*i+y]=m.locate(l,s,t.opposite(l,s)),b=d[3*i+y]=t.isConstraint(s,l);x<0&&(b?h.push(i):(f.push(i),u[i]=1),e&&g.push([l,s,-1]))}return m}(t,r);if(0===e)return r?n.cells.concat(n.boundary):n.cells;var i=1,s=n.active,l=n.next,c=n.flags,u=n.cells,f=n.constraint,h=n.neighbor;for(;s.length>0||l.length>0;){for(;s.length>0;){var p=s.pop();if(c[p]!==-i){c[p]=i;u[p];for(var d=0;d<3;++d){var g=h[3*p+d];g>=0&&0===c[g]&&(f[3*p+d]?l.push(g):(s.push(g),c[g]=i))}}}var m=l;l=s,s=m,l.length=0,i=-i}var v=function(t,e,r){for(var n=0,i=0;i<t.length;++i)e[i]===r&&(t[n++]=t[i]);return t.length=n,t}(u,c,e);if(r)return v.concat(n.boundary);return v},a.prototype.locate=(n=[0,0,0],function(t,e,r){var a=t,s=e,l=r;return e<r?e<t&&(a=e,s=r,l=t):r<t&&(a=r,s=t,l=e),a<0?-1:(n[0]=a,n[1]=s,n[2]=l,i.eq(this.cells,n,o))})},{\"binary-search-bounds\":96}],115:[function(t,e,r){\"use strict\";var n=t(\"binary-search-bounds\"),i=t(\"robust-orientation\")[3];function a(t,e,r,n,i){this.a=t,this.b=e,this.idx=r,this.lowerIds=n,this.upperIds=i}function o(t,e,r,n){this.a=t,this.b=e,this.type=r,this.idx=n}function s(t,e){var r=t.a[0]-e.a[0]||t.a[1]-e.a[1]||t.type-e.type;return r||(0!==t.type&&(r=i(t.a,t.b,e.b))?r:t.idx-e.idx)}function l(t,e){return i(t.a,t.b,e)}function c(t,e,r,a,o){for(var s=n.lt(e,a,l),c=n.gt(e,a,l),u=s;u<c;++u){for(var f=e[u],h=f.lowerIds,p=h.length;p>1&&i(r[h[p-2]],r[h[p-1]],a)>0;)t.push([h[p-1],h[p-2],o]),p-=1;h.length=p,h.push(o);var d=f.upperIds;for(p=d.length;p>1&&i(r[d[p-2]],r[d[p-1]],a)<0;)t.push([d[p-2],d[p-1],o]),p-=1;d.length=p,d.push(o)}}function u(t,e){var r;return(r=t.a[0]<e.a[0]?i(t.a,t.b,e.a):i(e.b,e.a,t.a))?r:(r=e.b[0]<t.b[0]?i(t.a,t.b,e.b):i(e.b,e.a,t.b))||t.idx-e.idx}function f(t,e,r){var i=n.le(t,r,u),o=t[i],s=o.upperIds,l=s[s.length-1];o.upperIds=[l],t.splice(i+1,0,new a(r.a,r.b,r.idx,[l],s))}function h(t,e,r){var i=r.a;r.a=r.b,r.b=i;var a=n.eq(t,r,u),o=t[a];t[a-1].upperIds=o.upperIds,t.splice(a,1)}e.exports=function(t,e){for(var r=t.length,n=e.length,i=[],l=0;l<r;++l)i.push(new o(t[l],null,0,l));for(l=0;l<n;++l){var u=e[l],p=t[u[0]],d=t[u[1]];p[0]<d[0]?i.push(new o(p,d,2,l),new o(d,p,1,l)):p[0]>d[0]&&i.push(new o(d,p,2,l),new o(p,d,1,l))}i.sort(s);for(var g=i[0].a[0]-(1+Math.abs(i[0].a[0]))*Math.pow(2,-52),m=[new a([g,1],[g,0],-1,[],[],[],[])],v=[],y=(l=0,i.length);l<y;++l){var x=i[l],b=x.type;0===b?c(v,m,t,x.a,x.idx):2===b?f(m,t,x):h(m,t,x)}return v}},{\"binary-search-bounds\":96,\"robust-orientation\":548}],116:[function(t,e,r){\"use strict\";var n=t(\"binary-search-bounds\");function i(t,e){this.stars=t,this.edges=e}e.exports=function(t,e){for(var r=new Array(t),n=0;n<t;++n)r[n]=[];return new i(r,e)};var a=i.prototype;function o(t,e,r){for(var n=1,i=t.length;n<i;n+=2)if(t[n-1]===e&&t[n]===r)return t[n-1]=t[i-2],t[n]=t[i-1],void(t.length=i-2)}a.isConstraint=function(){var t=[0,0];function e(t,e){return t[0]-e[0]||t[1]-e[1]}return function(r,i){return t[0]=Math.min(r,i),t[1]=Math.max(r,i),n.eq(this.edges,t,e)>=0}}(),a.removeTriangle=function(t,e,r){var n=this.stars;o(n[t],e,r),o(n[e],r,t),o(n[r],t,e)},a.addTriangle=function(t,e,r){var n=this.stars;n[t].push(e,r),n[e].push(r,t),n[r].push(t,e)},a.opposite=function(t,e){for(var r=this.stars[e],n=1,i=r.length;n<i;n+=2)if(r[n]===t)return r[n-1];return-1},a.flip=function(t,e){var r=this.opposite(t,e),n=this.opposite(e,t);this.removeTriangle(t,e,r),this.removeTriangle(e,t,n),this.addTriangle(t,n,r),this.addTriangle(e,r,n)},a.edges=function(){for(var t=this.stars,e=[],r=0,n=t.length;r<n;++r)for(var i=t[r],a=0,o=i.length;a<o;a+=2)e.push([i[a],i[a+1]]);return e},a.cells=function(){for(var t=this.stars,e=[],r=0,n=t.length;r<n;++r)for(var i=t[r],a=0,o=i.length;a<o;a+=2){var s=i[a],l=i[a+1];r<Math.min(s,l)&&e.push([r,s,l])}return e}},{\"binary-search-bounds\":96}],117:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=1,r=1;r<t.length;++r)for(var n=0;n<r;++n)if(t[r]<t[n])e=-e;else if(t[n]===t[r])return 0;return e}},{}],118:[function(t,e,r){\"use strict\";var n=t(\"dup\"),i=t(\"robust-linear-solve\");function a(t,e){for(var r=0,n=t.length,i=0;i<n;++i)r+=t[i]*e[i];return r}function o(t){var e=t.length;if(0===e)return[];t[0].length;var r=n([t.length+1,t.length+1],1),o=n([t.length+1],1);r[e][e]=0;for(var s=0;s<e;++s){for(var l=0;l<=s;++l)r[l][s]=r[s][l]=2*a(t[s],t[l]);o[s]=a(t[s],t[s])}var c=i(r,o),u=0,f=c[e+1];for(s=0;s<f.length;++s)u+=f[s];var h=new Array(e);for(s=0;s<e;++s){f=c[s];var p=0;for(l=0;l<f.length;++l)p+=f[l];h[s]=p/u}return h}function s(t){if(0===t.length)return[];for(var e=t[0].length,r=n([e]),i=o(t),a=0;a<t.length;++a)for(var s=0;s<e;++s)r[s]+=t[a][s]*i[a];return r}s.barycenetric=o,e.exports=s},{dup:176,\"robust-linear-solve\":547}],119:[function(t,e,r){e.exports=function(t){for(var e=n(t),r=0,i=0;i<t.length;++i)for(var a=t[i],o=0;o<e.length;++o)r+=Math.pow(a[o]-e[o],2);return Math.sqrt(r/t.length)};var n=t(\"circumcenter\")},{circumcenter:118}],120:[function(t,e,r){e.exports=function(t,e,r){return e<r?t<e?e:t>r?r:t:t<r?r:t>e?e:t}},{}],121:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var n;if(r){n=e;for(var i=new Array(e.length),a=0;a<e.length;++a){var o=e[a];i[a]=[o[0],o[1],r[a]]}e=i}var s=function(t,e,r){var n=d(t,[],p(t));return v(e,n,r),!!n}(t,e,!!r);for(;y(t,e,!!r);)s=!0;if(r&&s){n.length=0,r.length=0;for(a=0;a<e.length;++a){o=e[a];n.push([o[0],o[1]]),r.push(o[2])}}return s};var n=t(\"union-find\"),i=t(\"box-intersect\"),a=t(\"robust-segment-intersect\"),o=t(\"big-rat\"),s=t(\"big-rat/cmp\"),l=t(\"big-rat/to-float\"),c=t(\"rat-vec\"),u=t(\"nextafter\"),f=t(\"./lib/rat-seg-intersect\");function h(t){var e=l(t);return[u(e,-1/0),u(e,1/0)]}function p(t){for(var e=new Array(t.length),r=0;r<t.length;++r){var n=t[r];e[r]=[u(n[0],-1/0),u(n[1],-1/0),u(n[0],1/0),u(n[1],1/0)]}return e}function d(t,e,r){for(var a=e.length,o=new n(a),s=[],l=0;l<e.length;++l){var c=e[l],f=h(c[0]),p=h(c[1]);s.push([u(f[0],-1/0),u(p[0],-1/0),u(f[1],1/0),u(p[1],1/0)])}i(s,(function(t,e){o.link(t,e)}));var d=!0,g=new Array(a);for(l=0;l<a;++l){(v=o.find(l))!==l&&(d=!1,t[v]=[Math.min(t[l][0],t[v][0]),Math.min(t[l][1],t[v][1])])}if(d)return null;var m=0;for(l=0;l<a;++l){var v;(v=o.find(l))===l?(g[l]=m,t[m++]=t[l]):g[l]=-1}t.length=m;for(l=0;l<a;++l)g[l]<0&&(g[l]=g[o.find(l)]);return g}function g(t,e){return t[0]-e[0]||t[1]-e[1]}function m(t,e){var r=t[0]-e[0]||t[1]-e[1];return r||(t[2]<e[2]?-1:t[2]>e[2]?1:0)}function v(t,e,r){if(0!==t.length){if(e)for(var n=0;n<t.length;++n){var i=e[(o=t[n])[0]],a=e[o[1]];o[0]=Math.min(i,a),o[1]=Math.max(i,a)}else for(n=0;n<t.length;++n){var o;i=(o=t[n])[0],a=o[1];o[0]=Math.min(i,a),o[1]=Math.max(i,a)}r?t.sort(m):t.sort(g);var s=1;for(n=1;n<t.length;++n){var l=t[n-1],c=t[n];(c[0]!==l[0]||c[1]!==l[1]||r&&c[2]!==l[2])&&(t[s++]=c)}t.length=s}}function y(t,e,r){var n=function(t,e){for(var r=new Array(e.length),n=0;n<e.length;++n){var i=e[n],a=t[i[0]],o=t[i[1]];r[n]=[u(Math.min(a[0],o[0]),-1/0),u(Math.min(a[1],o[1]),-1/0),u(Math.max(a[0],o[0]),1/0),u(Math.max(a[1],o[1]),1/0)]}return r}(t,e),h=function(t,e,r){var n=[];return i(r,(function(r,i){var o=e[r],s=e[i];if(o[0]!==s[0]&&o[0]!==s[1]&&o[1]!==s[0]&&o[1]!==s[1]){var l=t[o[0]],c=t[o[1]],u=t[s[0]],f=t[s[1]];a(l,c,u,f)&&n.push([r,i])}})),n}(t,e,n),g=p(t),m=function(t,e,r,n){var o=[];return i(r,n,(function(r,n){var i=e[r];if(i[0]!==n&&i[1]!==n){var s=t[n],l=t[i[0]],c=t[i[1]];a(l,c,s,s)&&o.push([r,n])}})),o}(t,e,n,g),y=d(t,function(t,e,r,n,i){var a,u,h=t.map((function(t){return[o(t[0]),o(t[1])]}));for(a=0;a<r.length;++a){var p=r[a];u=p[0];var d=p[1],g=e[u],m=e[d],v=f(c(t[g[0]]),c(t[g[1]]),c(t[m[0]]),c(t[m[1]]));if(v){var y=t.length;t.push([l(v[0]),l(v[1])]),h.push(v),n.push([u,y],[d,y])}}for(n.sort((function(t,e){if(t[0]!==e[0])return t[0]-e[0];var r=h[t[1]],n=h[e[1]];return s(r[0],n[0])||s(r[1],n[1])})),a=n.length-1;a>=0;--a){var x=e[u=(S=n[a])[0]],b=x[0],_=x[1],w=t[b],T=t[_];if((w[0]-T[0]||w[1]-T[1])<0){var k=b;b=_,_=k}x[0]=b;var M,A=x[1]=S[1];for(i&&(M=x[2]);a>0&&n[a-1][0]===u;){var S,E=(S=n[--a])[1];i?e.push([A,E,M]):e.push([A,E]),A=E}i?e.push([A,_,M]):e.push([A,_])}return h}(t,e,h,m,r));return v(e,y,r),!!y||(h.length>0||m.length>0)}},{\"./lib/rat-seg-intersect\":122,\"big-rat\":83,\"big-rat/cmp\":81,\"big-rat/to-float\":95,\"box-intersect\":101,nextafter:496,\"rat-vec\":530,\"robust-segment-intersect\":551,\"union-find\":596}],122:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){var a=s(e,t),f=s(n,r),h=u(a,f);if(0===o(h))return null;var p=s(t,r),d=u(f,p),g=i(d,h),m=c(a,g);return l(t,m)};var n=t(\"big-rat/mul\"),i=t(\"big-rat/div\"),a=t(\"big-rat/sub\"),o=t(\"big-rat/sign\"),s=t(\"rat-vec/sub\"),l=t(\"rat-vec/add\"),c=t(\"rat-vec/muls\");function u(t,e){return a(n(t[0],e[1]),n(t[1],e[0]))}},{\"big-rat/div\":82,\"big-rat/mul\":92,\"big-rat/sign\":93,\"big-rat/sub\":94,\"rat-vec/add\":529,\"rat-vec/muls\":531,\"rat-vec/sub\":532}],123:[function(t,e,r){\"use strict\";var n=t(\"clamp\");function i(t,e){null==e&&(e=!0);var r=t[0],i=t[1],a=t[2],o=t[3];return null==o&&(o=e?1:255),e&&(r*=255,i*=255,a*=255,o*=255),16777216*(r=255&n(r,0,255))+((i=255&n(i,0,255))<<16)+((a=255&n(a,0,255))<<8)+(o=255&n(o,0,255))}e.exports=i,e.exports.to=i,e.exports.from=function(t,e){var r=(t=+t)>>>24,n=(16711680&t)>>>16,i=(65280&t)>>>8,a=255&t;return!1===e?[r,n,i,a]:[r/255,n/255,i/255,a/255]}},{clamp:120}],124:[function(t,e,r){\"use strict\";e.exports={aliceblue:[240,248,255],antiquewhite:[250,235,215],aqua:[0,255,255],aquamarine:[127,255,212],azure:[240,255,255],beige:[245,245,220],bisque:[255,228,196],black:[0,0,0],blanchedalmond:[255,235,205],blue:[0,0,255],blueviolet:[138,43,226],brown:[165,42,42],burlywood:[222,184,135],cadetblue:[95,158,160],chartreuse:[127,255,0],chocolate:[210,105,30],coral:[255,127,80],cornflowerblue:[100,149,237],cornsilk:[255,248,220],crimson:[220,20,60],cyan:[0,255,255],darkblue:[0,0,139],darkcyan:[0,139,139],darkgoldenrod:[184,134,11],darkgray:[169,169,169],darkgreen:[0,100,0],darkgrey:[169,169,169],darkkhaki:[189,183,107],darkmagenta:[139,0,139],darkolivegreen:[85,107,47],darkorange:[255,140,0],darkorchid:[153,50,204],darkred:[139,0,0],darksalmon:[233,150,122],darkseagreen:[143,188,143],darkslateblue:[72,61,139],darkslategray:[47,79,79],darkslategrey:[47,79,79],darkturquoise:[0,206,209],darkviolet:[148,0,211],deeppink:[255,20,147],deepskyblue:[0,191,255],dimgray:[105,105,105],dimgrey:[105,105,105],dodgerblue:[30,144,255],firebrick:[178,34,34],floralwhite:[255,250,240],forestgreen:[34,139,34],fuchsia:[255,0,255],gainsboro:[220,220,220],ghostwhite:[248,248,255],gold:[255,215,0],goldenrod:[218,165,32],gray:[128,128,128],green:[0,128,0],greenyellow:[173,255,47],grey:[128,128,128],honeydew:[240,255,240],hotpink:[255,105,180],indianred:[205,92,92],indigo:[75,0,130],ivory:[255,255,240],khaki:[240,230,140],lavender:[230,230,250],lavenderblush:[255,240,245],lawngreen:[124,252,0],lemonchiffon:[255,250,205],lightblue:[173,216,230],lightcoral:[240,128,128],lightcyan:[224,255,255],lightgoldenrodyellow:[250,250,210],lightgray:[211,211,211],lightgreen:[144,238,144],lightgrey:[211,211,211],lightpink:[255,182,193],lightsalmon:[255,160,122],lightseagreen:[32,178,170],lightskyblue:[135,206,250],lightslategray:[119,136,153],lightslategrey:[119,136,153],lightsteelblue:[176,196,222],lightyellow:[255,255,224],lime:[0,255,0],limegreen:[50,205,50],linen:[250,240,230],magenta:[255,0,255],maroon:[128,0,0],mediumaquamarine:[102,205,170],mediumblue:[0,0,205],mediumorchid:[186,85,211],mediumpurple:[147,112,219],mediumseagreen:[60,179,113],mediumslateblue:[123,104,238],mediumspringgreen:[0,250,154],mediumturquoise:[72,209,204],mediumvioletred:[199,21,133],midnightblue:[25,25,112],mintcream:[245,255,250],mistyrose:[255,228,225],moccasin:[255,228,181],navajowhite:[255,222,173],navy:[0,0,128],oldlace:[253,245,230],olive:[128,128,0],olivedrab:[107,142,35],orange:[255,165,0],orangered:[255,69,0],orchid:[218,112,214],palegoldenrod:[238,232,170],palegreen:[152,251,152],paleturquoise:[175,238,238],palevioletred:[219,112,147],papayawhip:[255,239,213],peachpuff:[255,218,185],peru:[205,133,63],pink:[255,192,203],plum:[221,160,221],powderblue:[176,224,230],purple:[128,0,128],rebeccapurple:[102,51,153],red:[255,0,0],rosybrown:[188,143,143],royalblue:[65,105,225],saddlebrown:[139,69,19],salmon:[250,128,114],sandybrown:[244,164,96],seagreen:[46,139,87],seashell:[255,245,238],sienna:[160,82,45],silver:[192,192,192],skyblue:[135,206,235],slateblue:[106,90,205],slategray:[112,128,144],slategrey:[112,128,144],snow:[255,250,250],springgreen:[0,255,127],steelblue:[70,130,180],tan:[210,180,140],teal:[0,128,128],thistle:[216,191,216],tomato:[255,99,71],turquoise:[64,224,208],violet:[238,130,238],wheat:[245,222,179],white:[255,255,255],whitesmoke:[245,245,245],yellow:[255,255,0],yellowgreen:[154,205,50]}},{}],125:[function(t,e,r){\"use strict\";var n=t(\"color-rgba\"),i=t(\"clamp\"),a=t(\"dtype\");e.exports=function(t,e){\"float\"!==e&&e||(e=\"array\"),\"uint\"===e&&(e=\"uint8\"),\"uint_clamped\"===e&&(e=\"uint8_clamped\");var r=new(a(e))(4),o=\"uint8\"!==e&&\"uint8_clamped\"!==e;return t.length&&\"string\"!=typeof t||((t=n(t))[0]/=255,t[1]/=255,t[2]/=255),function(t){return t instanceof Uint8Array||t instanceof Uint8ClampedArray||!!(Array.isArray(t)&&(t[0]>1||0===t[0])&&(t[1]>1||0===t[1])&&(t[2]>1||0===t[2])&&(!t[3]||t[3]>1))}(t)?(r[0]=t[0],r[1]=t[1],r[2]=t[2],r[3]=null!=t[3]?t[3]:255,o&&(r[0]/=255,r[1]/=255,r[2]/=255,r[3]/=255),r):(o?(r[0]=t[0],r[1]=t[1],r[2]=t[2],r[3]=null!=t[3]?t[3]:1):(r[0]=i(Math.floor(255*t[0]),0,255),r[1]=i(Math.floor(255*t[1]),0,255),r[2]=i(Math.floor(255*t[2]),0,255),r[3]=null==t[3]?255:i(Math.floor(255*t[3]),0,255)),r)}},{clamp:120,\"color-rgba\":127,dtype:175}],126:[function(t,e,r){(function(r){(function(){\"use strict\";var n=t(\"color-name\"),i=t(\"is-plain-obj\"),a=t(\"defined\");e.exports=function(t){var e,s,l=[],c=1;if(\"string\"==typeof t)if(n[t])l=n[t].slice(),s=\"rgb\";else if(\"transparent\"===t)c=0,s=\"rgb\",l=[0,0,0];else if(/^#[A-Fa-f0-9]+$/.test(t)){var u=(p=t.slice(1)).length;c=1,u<=4?(l=[parseInt(p[0]+p[0],16),parseInt(p[1]+p[1],16),parseInt(p[2]+p[2],16)],4===u&&(c=parseInt(p[3]+p[3],16)/255)):(l=[parseInt(p[0]+p[1],16),parseInt(p[2]+p[3],16),parseInt(p[4]+p[5],16)],8===u&&(c=parseInt(p[6]+p[7],16)/255)),l[0]||(l[0]=0),l[1]||(l[1]=0),l[2]||(l[2]=0),s=\"rgb\"}else if(e=/^((?:rgb|hs[lvb]|hwb|cmyk?|xy[zy]|gray|lab|lchu?v?|[ly]uv|lms)a?)\\s*\\(([^\\)]*)\\)/.exec(t)){var f=e[1],h=\"rgb\"===f,p=f.replace(/a$/,\"\");s=p;u=\"cmyk\"===p?4:\"gray\"===p?1:3;l=e[2].trim().split(/\\s*,\\s*/).map((function(t,e){if(/%$/.test(t))return e===u?parseFloat(t)/100:\"rgb\"===p?255*parseFloat(t)/100:parseFloat(t);if(\"h\"===p[e]){if(/deg$/.test(t))return parseFloat(t);if(void 0!==o[t])return o[t]}return parseFloat(t)})),f===p&&l.push(1),c=h||void 0===l[u]?1:l[u],l=l.slice(0,u)}else t.length>10&&/[0-9](?:\\s|\\/)/.test(t)&&(l=t.match(/([0-9]+)/g).map((function(t){return parseFloat(t)})),s=t.match(/([a-z])/gi).join(\"\").toLowerCase());else if(isNaN(t))if(i(t)){var d=a(t.r,t.red,t.R,null);null!==d?(s=\"rgb\",l=[d,a(t.g,t.green,t.G),a(t.b,t.blue,t.B)]):(s=\"hsl\",l=[a(t.h,t.hue,t.H),a(t.s,t.saturation,t.S),a(t.l,t.lightness,t.L,t.b,t.brightness)]),c=a(t.a,t.alpha,t.opacity,1),null!=t.opacity&&(c/=100)}else(Array.isArray(t)||r.ArrayBuffer&&ArrayBuffer.isView&&ArrayBuffer.isView(t))&&(l=[t[0],t[1],t[2]],s=\"rgb\",c=4===t.length?t[3]:1);else s=\"rgb\",l=[t>>>16,(65280&t)>>>8,255&t];return{space:s,values:l,alpha:c}};var o={red:0,orange:60,yellow:120,green:180,blue:240,purple:300}}).call(this)}).call(this,\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:\"undefined\"!=typeof window?window:{})},{\"color-name\":124,defined:170,\"is-plain-obj\":469}],127:[function(t,e,r){\"use strict\";var n=t(\"color-parse\"),i=t(\"color-space/hsl\"),a=t(\"clamp\");e.exports=function(t){var e,r=n(t);return r.space?((e=Array(3))[0]=a(r.values[0],0,255),e[1]=a(r.values[1],0,255),e[2]=a(r.values[2],0,255),\"h\"===r.space[0]&&(e=i.rgb(e)),e.push(a(r.alpha,0,1)),e):[]}},{clamp:120,\"color-parse\":126,\"color-space/hsl\":128}],128:[function(t,e,r){\"use strict\";var n=t(\"./rgb\");e.exports={name:\"hsl\",min:[0,0,0],max:[360,100,100],channel:[\"hue\",\"saturation\",\"lightness\"],alias:[\"HSL\"],rgb:function(t){var e,r,n,i,a,o=t[0]/360,s=t[1]/100,l=t[2]/100;if(0===s)return[a=255*l,a,a];e=2*l-(r=l<.5?l*(1+s):l+s-l*s),i=[0,0,0];for(var c=0;c<3;c++)(n=o+1/3*-(c-1))<0?n++:n>1&&n--,a=6*n<1?e+6*(r-e)*n:2*n<1?r:3*n<2?e+(r-e)*(2/3-n)*6:e,i[c]=255*a;return i}},n.hsl=function(t){var e,r,n=t[0]/255,i=t[1]/255,a=t[2]/255,o=Math.min(n,i,a),s=Math.max(n,i,a),l=s-o;return s===o?e=0:n===s?e=(i-a)/l:i===s?e=2+(a-n)/l:a===s&&(e=4+(n-i)/l),(e=Math.min(60*e,360))<0&&(e+=360),r=(o+s)/2,[e,100*(s===o?0:r<=.5?l/(s+o):l/(2-s-o)),100*r]}},{\"./rgb\":129}],129:[function(t,e,r){\"use strict\";e.exports={name:\"rgb\",min:[0,0,0],max:[255,255,255],channel:[\"red\",\"green\",\"blue\"],alias:[\"RGB\"]}},{}],130:[function(t,e,r){e.exports={jet:[{index:0,rgb:[0,0,131]},{index:.125,rgb:[0,60,170]},{index:.375,rgb:[5,255,255]},{index:.625,rgb:[255,255,0]},{index:.875,rgb:[250,0,0]},{index:1,rgb:[128,0,0]}],hsv:[{index:0,rgb:[255,0,0]},{index:.169,rgb:[253,255,2]},{index:.173,rgb:[247,255,2]},{index:.337,rgb:[0,252,4]},{index:.341,rgb:[0,252,10]},{index:.506,rgb:[1,249,255]},{index:.671,rgb:[2,0,253]},{index:.675,rgb:[8,0,253]},{index:.839,rgb:[255,0,251]},{index:.843,rgb:[255,0,245]},{index:1,rgb:[255,0,6]}],hot:[{index:0,rgb:[0,0,0]},{index:.3,rgb:[230,0,0]},{index:.6,rgb:[255,210,0]},{index:1,rgb:[255,255,255]}],cool:[{index:0,rgb:[0,255,255]},{index:1,rgb:[255,0,255]}],spring:[{index:0,rgb:[255,0,255]},{index:1,rgb:[255,255,0]}],summer:[{index:0,rgb:[0,128,102]},{index:1,rgb:[255,255,102]}],autumn:[{index:0,rgb:[255,0,0]},{index:1,rgb:[255,255,0]}],winter:[{index:0,rgb:[0,0,255]},{index:1,rgb:[0,255,128]}],bone:[{index:0,rgb:[0,0,0]},{index:.376,rgb:[84,84,116]},{index:.753,rgb:[169,200,200]},{index:1,rgb:[255,255,255]}],copper:[{index:0,rgb:[0,0,0]},{index:.804,rgb:[255,160,102]},{index:1,rgb:[255,199,127]}],greys:[{index:0,rgb:[0,0,0]},{index:1,rgb:[255,255,255]}],yignbu:[{index:0,rgb:[8,29,88]},{index:.125,rgb:[37,52,148]},{index:.25,rgb:[34,94,168]},{index:.375,rgb:[29,145,192]},{index:.5,rgb:[65,182,196]},{index:.625,rgb:[127,205,187]},{index:.75,rgb:[199,233,180]},{index:.875,rgb:[237,248,217]},{index:1,rgb:[255,255,217]}],greens:[{index:0,rgb:[0,68,27]},{index:.125,rgb:[0,109,44]},{index:.25,rgb:[35,139,69]},{index:.375,rgb:[65,171,93]},{index:.5,rgb:[116,196,118]},{index:.625,rgb:[161,217,155]},{index:.75,rgb:[199,233,192]},{index:.875,rgb:[229,245,224]},{index:1,rgb:[247,252,245]}],yiorrd:[{index:0,rgb:[128,0,38]},{index:.125,rgb:[189,0,38]},{index:.25,rgb:[227,26,28]},{index:.375,rgb:[252,78,42]},{index:.5,rgb:[253,141,60]},{index:.625,rgb:[254,178,76]},{index:.75,rgb:[254,217,118]},{index:.875,rgb:[255,237,160]},{index:1,rgb:[255,255,204]}],bluered:[{index:0,rgb:[0,0,255]},{index:1,rgb:[255,0,0]}],rdbu:[{index:0,rgb:[5,10,172]},{index:.35,rgb:[106,137,247]},{index:.5,rgb:[190,190,190]},{index:.6,rgb:[220,170,132]},{index:.7,rgb:[230,145,90]},{index:1,rgb:[178,10,28]}],picnic:[{index:0,rgb:[0,0,255]},{index:.1,rgb:[51,153,255]},{index:.2,rgb:[102,204,255]},{index:.3,rgb:[153,204,255]},{index:.4,rgb:[204,204,255]},{index:.5,rgb:[255,255,255]},{index:.6,rgb:[255,204,255]},{index:.7,rgb:[255,153,255]},{index:.8,rgb:[255,102,204]},{index:.9,rgb:[255,102,102]},{index:1,rgb:[255,0,0]}],rainbow:[{index:0,rgb:[150,0,90]},{index:.125,rgb:[0,0,200]},{index:.25,rgb:[0,25,255]},{index:.375,rgb:[0,152,255]},{index:.5,rgb:[44,255,150]},{index:.625,rgb:[151,255,0]},{index:.75,rgb:[255,234,0]},{index:.875,rgb:[255,111,0]},{index:1,rgb:[255,0,0]}],portland:[{index:0,rgb:[12,51,131]},{index:.25,rgb:[10,136,186]},{index:.5,rgb:[242,211,56]},{index:.75,rgb:[242,143,56]},{index:1,rgb:[217,30,30]}],blackbody:[{index:0,rgb:[0,0,0]},{index:.2,rgb:[230,0,0]},{index:.4,rgb:[230,210,0]},{index:.7,rgb:[255,255,255]},{index:1,rgb:[160,200,255]}],earth:[{index:0,rgb:[0,0,130]},{index:.1,rgb:[0,180,180]},{index:.2,rgb:[40,210,40]},{index:.4,rgb:[230,230,50]},{index:.6,rgb:[120,70,20]},{index:1,rgb:[255,255,255]}],electric:[{index:0,rgb:[0,0,0]},{index:.15,rgb:[30,0,100]},{index:.4,rgb:[120,0,100]},{index:.6,rgb:[160,90,0]},{index:.8,rgb:[230,200,0]},{index:1,rgb:[255,250,220]}],alpha:[{index:0,rgb:[255,255,255,0]},{index:1,rgb:[255,255,255,1]}],viridis:[{index:0,rgb:[68,1,84]},{index:.13,rgb:[71,44,122]},{index:.25,rgb:[59,81,139]},{index:.38,rgb:[44,113,142]},{index:.5,rgb:[33,144,141]},{index:.63,rgb:[39,173,129]},{index:.75,rgb:[92,200,99]},{index:.88,rgb:[170,220,50]},{index:1,rgb:[253,231,37]}],inferno:[{index:0,rgb:[0,0,4]},{index:.13,rgb:[31,12,72]},{index:.25,rgb:[85,15,109]},{index:.38,rgb:[136,34,106]},{index:.5,rgb:[186,54,85]},{index:.63,rgb:[227,89,51]},{index:.75,rgb:[249,140,10]},{index:.88,rgb:[249,201,50]},{index:1,rgb:[252,255,164]}],magma:[{index:0,rgb:[0,0,4]},{index:.13,rgb:[28,16,68]},{index:.25,rgb:[79,18,123]},{index:.38,rgb:[129,37,129]},{index:.5,rgb:[181,54,122]},{index:.63,rgb:[229,80,100]},{index:.75,rgb:[251,135,97]},{index:.88,rgb:[254,194,135]},{index:1,rgb:[252,253,191]}],plasma:[{index:0,rgb:[13,8,135]},{index:.13,rgb:[75,3,161]},{index:.25,rgb:[125,3,168]},{index:.38,rgb:[168,34,150]},{index:.5,rgb:[203,70,121]},{index:.63,rgb:[229,107,93]},{index:.75,rgb:[248,148,65]},{index:.88,rgb:[253,195,40]},{index:1,rgb:[240,249,33]}],warm:[{index:0,rgb:[125,0,179]},{index:.13,rgb:[172,0,187]},{index:.25,rgb:[219,0,170]},{index:.38,rgb:[255,0,130]},{index:.5,rgb:[255,63,74]},{index:.63,rgb:[255,123,0]},{index:.75,rgb:[234,176,0]},{index:.88,rgb:[190,228,0]},{index:1,rgb:[147,255,0]}],cool:[{index:0,rgb:[125,0,179]},{index:.13,rgb:[116,0,218]},{index:.25,rgb:[98,74,237]},{index:.38,rgb:[68,146,231]},{index:.5,rgb:[0,204,197]},{index:.63,rgb:[0,247,146]},{index:.75,rgb:[0,255,88]},{index:.88,rgb:[40,255,8]},{index:1,rgb:[147,255,0]}],\"rainbow-soft\":[{index:0,rgb:[125,0,179]},{index:.1,rgb:[199,0,180]},{index:.2,rgb:[255,0,121]},{index:.3,rgb:[255,108,0]},{index:.4,rgb:[222,194,0]},{index:.5,rgb:[150,255,0]},{index:.6,rgb:[0,255,55]},{index:.7,rgb:[0,246,150]},{index:.8,rgb:[50,167,222]},{index:.9,rgb:[103,51,235]},{index:1,rgb:[124,0,186]}],bathymetry:[{index:0,rgb:[40,26,44]},{index:.13,rgb:[59,49,90]},{index:.25,rgb:[64,76,139]},{index:.38,rgb:[63,110,151]},{index:.5,rgb:[72,142,158]},{index:.63,rgb:[85,174,163]},{index:.75,rgb:[120,206,163]},{index:.88,rgb:[187,230,172]},{index:1,rgb:[253,254,204]}],cdom:[{index:0,rgb:[47,15,62]},{index:.13,rgb:[87,23,86]},{index:.25,rgb:[130,28,99]},{index:.38,rgb:[171,41,96]},{index:.5,rgb:[206,67,86]},{index:.63,rgb:[230,106,84]},{index:.75,rgb:[242,149,103]},{index:.88,rgb:[249,193,135]},{index:1,rgb:[254,237,176]}],chlorophyll:[{index:0,rgb:[18,36,20]},{index:.13,rgb:[25,63,41]},{index:.25,rgb:[24,91,59]},{index:.38,rgb:[13,119,72]},{index:.5,rgb:[18,148,80]},{index:.63,rgb:[80,173,89]},{index:.75,rgb:[132,196,122]},{index:.88,rgb:[175,221,162]},{index:1,rgb:[215,249,208]}],density:[{index:0,rgb:[54,14,36]},{index:.13,rgb:[89,23,80]},{index:.25,rgb:[110,45,132]},{index:.38,rgb:[120,77,178]},{index:.5,rgb:[120,113,213]},{index:.63,rgb:[115,151,228]},{index:.75,rgb:[134,185,227]},{index:.88,rgb:[177,214,227]},{index:1,rgb:[230,241,241]}],\"freesurface-blue\":[{index:0,rgb:[30,4,110]},{index:.13,rgb:[47,14,176]},{index:.25,rgb:[41,45,236]},{index:.38,rgb:[25,99,212]},{index:.5,rgb:[68,131,200]},{index:.63,rgb:[114,156,197]},{index:.75,rgb:[157,181,203]},{index:.88,rgb:[200,208,216]},{index:1,rgb:[241,237,236]}],\"freesurface-red\":[{index:0,rgb:[60,9,18]},{index:.13,rgb:[100,17,27]},{index:.25,rgb:[142,20,29]},{index:.38,rgb:[177,43,27]},{index:.5,rgb:[192,87,63]},{index:.63,rgb:[205,125,105]},{index:.75,rgb:[216,162,148]},{index:.88,rgb:[227,199,193]},{index:1,rgb:[241,237,236]}],oxygen:[{index:0,rgb:[64,5,5]},{index:.13,rgb:[106,6,15]},{index:.25,rgb:[144,26,7]},{index:.38,rgb:[168,64,3]},{index:.5,rgb:[188,100,4]},{index:.63,rgb:[206,136,11]},{index:.75,rgb:[220,174,25]},{index:.88,rgb:[231,215,44]},{index:1,rgb:[248,254,105]}],par:[{index:0,rgb:[51,20,24]},{index:.13,rgb:[90,32,35]},{index:.25,rgb:[129,44,34]},{index:.38,rgb:[159,68,25]},{index:.5,rgb:[182,99,19]},{index:.63,rgb:[199,134,22]},{index:.75,rgb:[212,171,35]},{index:.88,rgb:[221,210,54]},{index:1,rgb:[225,253,75]}],phase:[{index:0,rgb:[145,105,18]},{index:.13,rgb:[184,71,38]},{index:.25,rgb:[186,58,115]},{index:.38,rgb:[160,71,185]},{index:.5,rgb:[110,97,218]},{index:.63,rgb:[50,123,164]},{index:.75,rgb:[31,131,110]},{index:.88,rgb:[77,129,34]},{index:1,rgb:[145,105,18]}],salinity:[{index:0,rgb:[42,24,108]},{index:.13,rgb:[33,50,162]},{index:.25,rgb:[15,90,145]},{index:.38,rgb:[40,118,137]},{index:.5,rgb:[59,146,135]},{index:.63,rgb:[79,175,126]},{index:.75,rgb:[120,203,104]},{index:.88,rgb:[193,221,100]},{index:1,rgb:[253,239,154]}],temperature:[{index:0,rgb:[4,35,51]},{index:.13,rgb:[23,51,122]},{index:.25,rgb:[85,59,157]},{index:.38,rgb:[129,79,143]},{index:.5,rgb:[175,95,130]},{index:.63,rgb:[222,112,101]},{index:.75,rgb:[249,146,66]},{index:.88,rgb:[249,196,65]},{index:1,rgb:[232,250,91]}],turbidity:[{index:0,rgb:[34,31,27]},{index:.13,rgb:[65,50,41]},{index:.25,rgb:[98,69,52]},{index:.38,rgb:[131,89,57]},{index:.5,rgb:[161,112,59]},{index:.63,rgb:[185,140,66]},{index:.75,rgb:[202,174,88]},{index:.88,rgb:[216,209,126]},{index:1,rgb:[233,246,171]}],\"velocity-blue\":[{index:0,rgb:[17,32,64]},{index:.13,rgb:[35,52,116]},{index:.25,rgb:[29,81,156]},{index:.38,rgb:[31,113,162]},{index:.5,rgb:[50,144,169]},{index:.63,rgb:[87,173,176]},{index:.75,rgb:[149,196,189]},{index:.88,rgb:[203,221,211]},{index:1,rgb:[254,251,230]}],\"velocity-green\":[{index:0,rgb:[23,35,19]},{index:.13,rgb:[24,64,38]},{index:.25,rgb:[11,95,45]},{index:.38,rgb:[39,123,35]},{index:.5,rgb:[95,146,12]},{index:.63,rgb:[152,165,18]},{index:.75,rgb:[201,186,69]},{index:.88,rgb:[233,216,137]},{index:1,rgb:[255,253,205]}],cubehelix:[{index:0,rgb:[0,0,0]},{index:.07,rgb:[22,5,59]},{index:.13,rgb:[60,4,105]},{index:.2,rgb:[109,1,135]},{index:.27,rgb:[161,0,147]},{index:.33,rgb:[210,2,142]},{index:.4,rgb:[251,11,123]},{index:.47,rgb:[255,29,97]},{index:.53,rgb:[255,54,69]},{index:.6,rgb:[255,85,46]},{index:.67,rgb:[255,120,34]},{index:.73,rgb:[255,157,37]},{index:.8,rgb:[241,191,57]},{index:.87,rgb:[224,220,93]},{index:.93,rgb:[218,241,142]},{index:1,rgb:[227,253,198]}]}},{}],131:[function(t,e,r){\"use strict\";var n=t(\"./colorScale\"),i=t(\"lerp\");function a(t){return[t[0]/255,t[1]/255,t[2]/255,t[3]]}function o(t){for(var e,r=\"#\",n=0;n<3;++n)r+=(\"00\"+(e=(e=t[n]).toString(16))).substr(e.length);return r}function s(t){return\"rgba(\"+t.join(\",\")+\")\"}e.exports=function(t){var e,r,l,c,u,f,h,p,d,g;t||(t={});p=(t.nshades||72)-1,h=t.format||\"hex\",(f=t.colormap)||(f=\"jet\");if(\"string\"==typeof f){if(f=f.toLowerCase(),!n[f])throw Error(f+\" not a supported colorscale\");u=n[f]}else{if(!Array.isArray(f))throw Error(\"unsupported colormap option\",f);u=f.slice()}if(u.length>p+1)throw new Error(f+\" map requires nshades to be at least size \"+u.length);d=Array.isArray(t.alpha)?2!==t.alpha.length?[1,1]:t.alpha.slice():\"number\"==typeof t.alpha?[t.alpha,t.alpha]:[1,1];e=u.map((function(t){return Math.round(t.index*p)})),d[0]=Math.min(Math.max(d[0],0),1),d[1]=Math.min(Math.max(d[1],0),1);var m=u.map((function(t,e){var r=u[e].index,n=u[e].rgb.slice();return 4===n.length&&n[3]>=0&&n[3]<=1||(n[3]=d[0]+(d[1]-d[0])*r),n})),v=[];for(g=0;g<e.length-1;++g){c=e[g+1]-e[g],r=m[g],l=m[g+1];for(var y=0;y<c;y++){var x=y/c;v.push([Math.round(i(r[0],l[0],x)),Math.round(i(r[1],l[1],x)),Math.round(i(r[2],l[2],x)),i(r[3],l[3],x)])}}v.push(u[u.length-1].rgb.concat(d[1])),\"hex\"===h?v=v.map(o):\"rgbaString\"===h?v=v.map(s):\"float\"===h&&(v=v.map(a));return v}},{\"./colorScale\":130,lerp:472}],132:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,a){var o=n(e,r,a);if(0===o){var s=i(n(t,e,r)),c=i(n(t,e,a));if(s===c){if(0===s){var u=l(t,e,r),f=l(t,e,a);return u===f?0:u?1:-1}return 0}return 0===c?s>0||l(t,e,a)?-1:1:0===s?c>0||l(t,e,r)?1:-1:i(c-s)}var h=n(t,e,r);return h>0?o>0&&n(t,e,a)>0?1:-1:h<0?o>0||n(t,e,a)>0?1:-1:n(t,e,a)>0||l(t,e,r)?1:-1};var n=t(\"robust-orientation\"),i=t(\"signum\"),a=t(\"two-sum\"),o=t(\"robust-product\"),s=t(\"robust-sum\");function l(t,e,r){var n=a(t[0],-e[0]),i=a(t[1],-e[1]),l=a(r[0],-e[0]),c=a(r[1],-e[1]),u=s(o(n,l),o(i,c));return u[u.length-1]>=0}},{\"robust-orientation\":548,\"robust-product\":549,\"robust-sum\":553,signum:554,\"two-sum\":583}],133:[function(t,e,r){e.exports=function(t,e){var r=t.length,a=t.length-e.length;if(a)return a;switch(r){case 0:return 0;case 1:return t[0]-e[0];case 2:return t[0]+t[1]-e[0]-e[1]||n(t[0],t[1])-n(e[0],e[1]);case 3:var o=t[0]+t[1],s=e[0]+e[1];if(a=o+t[2]-(s+e[2]))return a;var l=n(t[0],t[1]),c=n(e[0],e[1]);return n(l,t[2])-n(c,e[2])||n(l+t[2],o)-n(c+e[2],s);case 4:var u=t[0],f=t[1],h=t[2],p=t[3],d=e[0],g=e[1],m=e[2],v=e[3];return u+f+h+p-(d+g+m+v)||n(u,f,h,p)-n(d,g,m,v,d)||n(u+f,u+h,u+p,f+h,f+p,h+p)-n(d+g,d+m,d+v,g+m,g+v,m+v)||n(u+f+h,u+f+p,u+h+p,f+h+p)-n(d+g+m,d+g+v,d+m+v,g+m+v);default:for(var y=t.slice().sort(i),x=e.slice().sort(i),b=0;b<r;++b)if(a=y[b]-x[b])return a;return 0}};var n=Math.min;function i(t,e){return t-e}},{}],134:[function(t,e,r){\"use strict\";var n=t(\"compare-cell\"),i=t(\"cell-orientation\");e.exports=function(t,e){return n(t,e)||i(t)-i(e)}},{\"cell-orientation\":117,\"compare-cell\":133}],135:[function(t,e,r){\"use strict\";var n=t(\"./lib/ch1d\"),i=t(\"./lib/ch2d\"),a=t(\"./lib/chnd\");e.exports=function(t){var e=t.length;if(0===e)return[];if(1===e)return[[0]];var r=t[0].length;if(0===r)return[];if(1===r)return n(t);if(2===r)return i(t);return a(t,r)}},{\"./lib/ch1d\":136,\"./lib/ch2d\":137,\"./lib/chnd\":138}],136:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=0,r=0,n=1;n<t.length;++n)t[n][0]<t[e][0]&&(e=n),t[n][0]>t[r][0]&&(r=n);return e<r?[[e],[r]]:e>r?[[r],[e]]:[[e]]}},{}],137:[function(t,e,r){\"use strict\";e.exports=function(t){var e=n(t),r=e.length;if(r<=2)return[];for(var i=new Array(r),a=e[r-1],o=0;o<r;++o){var s=e[o];i[o]=[a,s],a=s}return i};var n=t(\"monotone-convex-hull-2d\")},{\"monotone-convex-hull-2d\":482}],138:[function(t,e,r){\"use strict\";e.exports=function(t,e){try{return n(t,!0)}catch(o){var r=i(t);if(r.length<=e)return[];var a=function(t,e){for(var r=t.length,n=new Array(r),i=0;i<e.length;++i)n[i]=t[e[i]];var a=e.length;for(i=0;i<r;++i)e.indexOf(i)<0&&(n[a++]=t[i]);return n}(t,r);return function(t,e){for(var r=t.length,n=e.length,i=0;i<r;++i)for(var a=t[i],o=0;o<a.length;++o){var s=a[o];if(s<n)a[o]=e[s];else{s-=n;for(var l=0;l<n;++l)s>=e[l]&&(s+=1);a[o]=s}}return t}(n(a,!0),r)}};var n=t(\"incremental-convex-hull\"),i=t(\"affine-hull\")},{\"affine-hull\":67,\"incremental-convex-hull\":459}],139:[function(t,e,r){e.exports={AFG:\"afghan\",ALA:\"\\\\b\\\\wland\",ALB:\"albania\",DZA:\"algeria\",ASM:\"^(?=.*americ).*samoa\",AND:\"andorra\",AGO:\"angola\",AIA:\"anguill?a\",ATA:\"antarctica\",ATG:\"antigua\",ARG:\"argentin\",ARM:\"armenia\",ABW:\"^(?!.*bonaire).*\\\\baruba\",AUS:\"australia\",AUT:\"^(?!.*hungary).*austria|\\\\baustri.*\\\\bemp\",AZE:\"azerbaijan\",BHS:\"bahamas\",BHR:\"bahrain\",BGD:\"bangladesh|^(?=.*east).*paki?stan\",BRB:\"barbados\",BLR:\"belarus|byelo\",BEL:\"^(?!.*luxem).*belgium\",BLZ:\"belize|^(?=.*british).*honduras\",BEN:\"benin|dahome\",BMU:\"bermuda\",BTN:\"bhutan\",BOL:\"bolivia\",BES:\"^(?=.*bonaire).*eustatius|^(?=.*carib).*netherlands|\\\\bbes.?islands\",BIH:\"herzegovina|bosnia\",BWA:\"botswana|bechuana\",BVT:\"bouvet\",BRA:\"brazil\",IOT:\"british.?indian.?ocean\",BRN:\"brunei\",BGR:\"bulgaria\",BFA:\"burkina|\\\\bfaso|upper.?volta\",BDI:\"burundi\",CPV:\"verde\",KHM:\"cambodia|kampuchea|khmer\",CMR:\"cameroon\",CAN:\"canada\",CYM:\"cayman\",CAF:\"\\\\bcentral.african.republic\",TCD:\"\\\\bchad\",CHL:\"\\\\bchile\",CHN:\"^(?!.*\\\\bmac)(?!.*\\\\bhong)(?!.*\\\\btai)(?!.*\\\\brep).*china|^(?=.*peo)(?=.*rep).*china\",CXR:\"christmas\",CCK:\"\\\\bcocos|keeling\",COL:\"colombia\",COM:\"comoro\",COG:\"^(?!.*\\\\bdem)(?!.*\\\\bd[\\\\.]?r)(?!.*kinshasa)(?!.*zaire)(?!.*belg)(?!.*l.opoldville)(?!.*free).*\\\\bcongo\",COK:\"\\\\bcook\",CRI:\"costa.?rica\",CIV:\"ivoire|ivory\",HRV:\"croatia\",CUB:\"\\\\bcuba\",CUW:\"^(?!.*bonaire).*\\\\bcura(c|\\xe7)ao\",CYP:\"cyprus\",CSK:\"czechoslovakia\",CZE:\"^(?=.*rep).*czech|czechia|bohemia\",COD:\"\\\\bdem.*congo|congo.*\\\\bdem|congo.*\\\\bd[\\\\.]?r|\\\\bd[\\\\.]?r.*congo|belgian.?congo|congo.?free.?state|kinshasa|zaire|l.opoldville|drc|droc|rdc\",DNK:\"denmark\",DJI:\"djibouti\",DMA:\"dominica(?!n)\",DOM:\"dominican.rep\",ECU:\"ecuador\",EGY:\"egypt\",SLV:\"el.?salvador\",GNQ:\"guine.*eq|eq.*guine|^(?=.*span).*guinea\",ERI:\"eritrea\",EST:\"estonia\",ETH:\"ethiopia|abyssinia\",FLK:\"falkland|malvinas\",FRO:\"faroe|faeroe\",FJI:\"fiji\",FIN:\"finland\",FRA:\"^(?!.*\\\\bdep)(?!.*martinique).*france|french.?republic|\\\\bgaul\",GUF:\"^(?=.*french).*guiana\",PYF:\"french.?polynesia|tahiti\",ATF:\"french.?southern\",GAB:\"gabon\",GMB:\"gambia\",GEO:\"^(?!.*south).*georgia\",DDR:\"german.?democratic.?republic|democratic.?republic.*germany|east.germany\",DEU:\"^(?!.*east).*germany|^(?=.*\\\\bfed.*\\\\brep).*german\",GHA:\"ghana|gold.?coast\",GIB:\"gibraltar\",GRC:\"greece|hellenic|hellas\",GRL:\"greenland\",GRD:\"grenada\",GLP:\"guadeloupe\",GUM:\"\\\\bguam\",GTM:\"guatemala\",GGY:\"guernsey\",GIN:\"^(?!.*eq)(?!.*span)(?!.*bissau)(?!.*portu)(?!.*new).*guinea\",GNB:\"bissau|^(?=.*portu).*guinea\",GUY:\"guyana|british.?guiana\",HTI:\"haiti\",HMD:\"heard.*mcdonald\",VAT:\"holy.?see|vatican|papal.?st\",HND:\"^(?!.*brit).*honduras\",HKG:\"hong.?kong\",HUN:\"^(?!.*austr).*hungary\",ISL:\"iceland\",IND:\"india(?!.*ocea)\",IDN:\"indonesia\",IRN:\"\\\\biran|persia\",IRQ:\"\\\\biraq|mesopotamia\",IRL:\"(^ireland)|(^republic.*ireland)\",IMN:\"^(?=.*isle).*\\\\bman\",ISR:\"israel\",ITA:\"italy\",JAM:\"jamaica\",JPN:\"japan\",JEY:\"jersey\",JOR:\"jordan\",KAZ:\"kazak\",KEN:\"kenya|british.?east.?africa|east.?africa.?prot\",KIR:\"kiribati\",PRK:\"^(?=.*democrat|people|north|d.*p.*.r).*\\\\bkorea|dprk|korea.*(d.*p.*r)\",KWT:\"kuwait\",KGZ:\"kyrgyz|kirghiz\",LAO:\"\\\\blaos?\\\\b\",LVA:\"latvia\",LBN:\"lebanon\",LSO:\"lesotho|basuto\",LBR:\"liberia\",LBY:\"libya\",LIE:\"liechtenstein\",LTU:\"lithuania\",LUX:\"^(?!.*belg).*luxem\",MAC:\"maca(o|u)\",MDG:\"madagascar|malagasy\",MWI:\"malawi|nyasa\",MYS:\"malaysia\",MDV:\"maldive\",MLI:\"\\\\bmali\\\\b\",MLT:\"\\\\bmalta\",MHL:\"marshall\",MTQ:\"martinique\",MRT:\"mauritania\",MUS:\"mauritius\",MYT:\"\\\\bmayotte\",MEX:\"\\\\bmexic\",FSM:\"fed.*micronesia|micronesia.*fed\",MCO:\"monaco\",MNG:\"mongolia\",MNE:\"^(?!.*serbia).*montenegro\",MSR:\"montserrat\",MAR:\"morocco|\\\\bmaroc\",MOZ:\"mozambique\",MMR:\"myanmar|burma\",NAM:\"namibia\",NRU:\"nauru\",NPL:\"nepal\",NLD:\"^(?!.*\\\\bant)(?!.*\\\\bcarib).*netherlands\",ANT:\"^(?=.*\\\\bant).*(nether|dutch)\",NCL:\"new.?caledonia\",NZL:\"new.?zealand\",NIC:\"nicaragua\",NER:\"\\\\bniger(?!ia)\",NGA:\"nigeria\",NIU:\"niue\",NFK:\"norfolk\",MNP:\"mariana\",NOR:\"norway\",OMN:\"\\\\boman|trucial\",PAK:\"^(?!.*east).*paki?stan\",PLW:\"palau\",PSE:\"palestin|\\\\bgaza|west.?bank\",PAN:\"panama\",PNG:\"papua|new.?guinea\",PRY:\"paraguay\",PER:\"peru\",PHL:\"philippines\",PCN:\"pitcairn\",POL:\"poland\",PRT:\"portugal\",PRI:\"puerto.?rico\",QAT:\"qatar\",KOR:\"^(?!.*d.*p.*r)(?!.*democrat)(?!.*people)(?!.*north).*\\\\bkorea(?!.*d.*p.*r)\",MDA:\"moldov|b(a|e)ssarabia\",REU:\"r(e|\\xe9)union\",ROU:\"r(o|u|ou)mania\",RUS:\"\\\\brussia|soviet.?union|u\\\\.?s\\\\.?s\\\\.?r|socialist.?republics\",RWA:\"rwanda\",BLM:\"barth(e|\\xe9)lemy\",SHN:\"helena\",KNA:\"kitts|\\\\bnevis\",LCA:\"\\\\blucia\",MAF:\"^(?=.*collectivity).*martin|^(?=.*france).*martin(?!ique)|^(?=.*french).*martin(?!ique)\",SPM:\"miquelon\",VCT:\"vincent\",WSM:\"^(?!.*amer).*samoa\",SMR:\"san.?marino\",STP:\"\\\\bs(a|\\xe3)o.?tom(e|\\xe9)\",SAU:\"\\\\bsa\\\\w*.?arabia\",SEN:\"senegal\",SRB:\"^(?!.*monte).*serbia\",SYC:\"seychell\",SLE:\"sierra\",SGP:\"singapore\",SXM:\"^(?!.*martin)(?!.*saba).*maarten\",SVK:\"^(?!.*cze).*slovak\",SVN:\"slovenia\",SLB:\"solomon\",SOM:\"somali\",ZAF:\"south.africa|s\\\\\\\\..?africa\",SGS:\"south.?georgia|sandwich\",SSD:\"\\\\bs\\\\w*.?sudan\",ESP:\"spain\",LKA:\"sri.?lanka|ceylon\",SDN:\"^(?!.*\\\\bs(?!u)).*sudan\",SUR:\"surinam|dutch.?guiana\",SJM:\"svalbard\",SWZ:\"swaziland\",SWE:\"sweden\",CHE:\"switz|swiss\",SYR:\"syria\",TWN:\"taiwan|taipei|formosa|^(?!.*peo)(?=.*rep).*china\",TJK:\"tajik\",THA:\"thailand|\\\\bsiam\",MKD:\"macedonia|fyrom\",TLS:\"^(?=.*leste).*timor|^(?=.*east).*timor\",TGO:\"togo\",TKL:\"tokelau\",TON:\"tonga\",TTO:\"trinidad|tobago\",TUN:\"tunisia\",TUR:\"turkey\",TKM:\"turkmen\",TCA:\"turks\",TUV:\"tuvalu\",UGA:\"uganda\",UKR:\"ukrain\",ARE:\"emirates|^u\\\\.?a\\\\.?e\\\\.?$|united.?arab.?em\",GBR:\"united.?kingdom|britain|^u\\\\.?k\\\\.?$\",TZA:\"tanzania\",USA:\"united.?states\\\\b(?!.*islands)|\\\\bu\\\\.?s\\\\.?a\\\\.?\\\\b|^\\\\s*u\\\\.?s\\\\.?\\\\b(?!.*islands)\",UMI:\"minor.?outlying.?is\",URY:\"uruguay\",UZB:\"uzbek\",VUT:\"vanuatu|new.?hebrides\",VEN:\"venezuela\",VNM:\"^(?!.*republic).*viet.?nam|^(?=.*socialist).*viet.?nam\",VGB:\"^(?=.*\\\\bu\\\\.?\\\\s?k).*virgin|^(?=.*brit).*virgin|^(?=.*kingdom).*virgin\",VIR:\"^(?=.*\\\\bu\\\\.?\\\\s?s).*virgin|^(?=.*states).*virgin\",WLF:\"futuna|wallis\",ESH:\"western.sahara\",YEM:\"^(?!.*arab)(?!.*north)(?!.*sana)(?!.*peo)(?!.*dem)(?!.*south)(?!.*aden)(?!.*\\\\bp\\\\.?d\\\\.?r).*yemen\",YMD:\"^(?=.*peo).*yemen|^(?!.*rep)(?=.*dem).*yemen|^(?=.*south).*yemen|^(?=.*aden).*yemen|^(?=.*\\\\bp\\\\.?d\\\\.?r).*yemen\",YUG:\"yugoslavia\",ZMB:\"zambia|northern.?rhodesia\",EAZ:\"zanzibar\",ZWE:\"zimbabwe|^(?!.*northern).*rhodesia\"}},{}],140:[function(t,e,r){e.exports=[\"xx-small\",\"x-small\",\"small\",\"medium\",\"large\",\"x-large\",\"xx-large\",\"larger\",\"smaller\"]},{}],141:[function(t,e,r){e.exports=[\"normal\",\"condensed\",\"semi-condensed\",\"extra-condensed\",\"ultra-condensed\",\"expanded\",\"semi-expanded\",\"extra-expanded\",\"ultra-expanded\"]},{}],142:[function(t,e,r){e.exports=[\"normal\",\"italic\",\"oblique\"]},{}],143:[function(t,e,r){e.exports=[\"normal\",\"bold\",\"bolder\",\"lighter\",\"100\",\"200\",\"300\",\"400\",\"500\",\"600\",\"700\",\"800\",\"900\"]},{}],144:[function(t,e,r){\"use strict\";e.exports={parse:t(\"./parse\"),stringify:t(\"./stringify\")}},{\"./parse\":146,\"./stringify\":147}],145:[function(t,e,r){\"use strict\";var n=t(\"css-font-size-keywords\");e.exports={isSize:function(t){return/^[\\d\\.]/.test(t)||-1!==t.indexOf(\"/\")||-1!==n.indexOf(t)}}},{\"css-font-size-keywords\":140}],146:[function(t,e,r){\"use strict\";var n=t(\"unquote\"),i=t(\"css-global-keywords\"),a=t(\"css-system-font-keywords\"),o=t(\"css-font-weight-keywords\"),s=t(\"css-font-style-keywords\"),l=t(\"css-font-stretch-keywords\"),c=t(\"string-split-by\"),u=t(\"./lib/util\").isSize;e.exports=h;var f=h.cache={};function h(t){if(\"string\"!=typeof t)throw new Error(\"Font argument must be a string.\");if(f[t])return f[t];if(\"\"===t)throw new Error(\"Cannot parse an empty string.\");if(-1!==a.indexOf(t))return f[t]={system:t};for(var e,r={style:\"normal\",variant:\"normal\",weight:\"normal\",stretch:\"normal\",lineHeight:\"normal\",size:\"1rem\",family:[\"serif\"]},h=c(t,/\\s+/);e=h.shift();){if(-1!==i.indexOf(e))return[\"style\",\"variant\",\"weight\",\"stretch\"].forEach((function(t){r[t]=e})),f[t]=r;if(-1===s.indexOf(e))if(\"normal\"!==e&&\"small-caps\"!==e)if(-1===l.indexOf(e)){if(-1===o.indexOf(e)){if(u(e)){var d=c(e,\"/\");if(r.size=d[0],null!=d[1]?r.lineHeight=p(d[1]):\"/\"===h[0]&&(h.shift(),r.lineHeight=p(h.shift())),!h.length)throw new Error(\"Missing required font-family.\");return r.family=c(h.join(\" \"),/\\s*,\\s*/).map(n),f[t]=r}throw new Error(\"Unknown or unsupported font token: \"+e)}r.weight=e}else r.stretch=e;else r.variant=e;else r.style=e}throw new Error(\"Missing required font-size.\")}function p(t){var e=parseFloat(t);return e.toString()===t?e:t}},{\"./lib/util\":145,\"css-font-stretch-keywords\":141,\"css-font-style-keywords\":142,\"css-font-weight-keywords\":143,\"css-global-keywords\":148,\"css-system-font-keywords\":149,\"string-split-by\":568,unquote:598}],147:[function(t,e,r){\"use strict\";var n=t(\"pick-by-alias\"),i=t(\"./lib/util\").isSize,a=g(t(\"css-global-keywords\")),o=g(t(\"css-system-font-keywords\")),s=g(t(\"css-font-weight-keywords\")),l=g(t(\"css-font-style-keywords\")),c=g(t(\"css-font-stretch-keywords\")),u={normal:1,\"small-caps\":1},f={serif:1,\"sans-serif\":1,monospace:1,cursive:1,fantasy:1,\"system-ui\":1},h=\"1rem\",p=\"serif\";function d(t,e){if(t&&!e[t]&&!a[t])throw Error(\"Unknown keyword `\"+t+\"`\");return t}function g(t){for(var e={},r=0;r<t.length;r++)e[t[r]]=1;return e}e.exports=function(t){if((t=n(t,{style:\"style fontstyle fontStyle font-style slope distinction\",variant:\"variant font-variant fontVariant fontvariant var capitalization\",weight:\"weight w font-weight fontWeight fontweight\",stretch:\"stretch font-stretch fontStretch fontstretch width\",size:\"size s font-size fontSize fontsize height em emSize\",lineHeight:\"lh line-height lineHeight lineheight leading\",family:\"font family fontFamily font-family fontfamily type typeface face\",system:\"system reserved default global\"})).system)return t.system&&d(t.system,o),t.system;if(d(t.style,l),d(t.variant,u),d(t.weight,s),d(t.stretch,c),null==t.size&&(t.size=h),\"number\"==typeof t.size&&(t.size+=\"px\"),!i)throw Error(\"Bad size value `\"+t.size+\"`\");t.family||(t.family=p),Array.isArray(t.family)&&(t.family.length||(t.family=[p]),t.family=t.family.map((function(t){return f[t]?t:'\"'+t+'\"'})).join(\", \"));var e=[];return e.push(t.style),t.variant!==t.style&&e.push(t.variant),t.weight!==t.variant&&t.weight!==t.style&&e.push(t.weight),t.stretch!==t.weight&&t.stretch!==t.variant&&t.stretch!==t.style&&e.push(t.stretch),e.push(t.size+(null==t.lineHeight||\"normal\"===t.lineHeight||t.lineHeight+\"\"==\"1\"?\"\":\"/\"+t.lineHeight)),e.push(t.family),e.filter(Boolean).join(\" \")}},{\"./lib/util\":145,\"css-font-stretch-keywords\":141,\"css-font-style-keywords\":142,\"css-font-weight-keywords\":143,\"css-global-keywords\":148,\"css-system-font-keywords\":149,\"pick-by-alias\":511}],148:[function(t,e,r){e.exports=[\"inherit\",\"initial\",\"unset\"]},{}],149:[function(t,e,r){e.exports=[\"caption\",\"icon\",\"menu\",\"message-box\",\"small-caption\",\"status-bar\"]},{}],150:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i,a){var o=i-1,s=i*i,l=o*o,c=(1+2*i)*l,u=i*l,f=s*(3-2*i),h=s*o;if(t.length){a||(a=new Array(t.length));for(var p=t.length-1;p>=0;--p)a[p]=c*t[p]+u*e[p]+f*r[p]+h*n[p];return a}return c*t+u*e+f*r+h*n},e.exports.derivative=function(t,e,r,n,i,a){var o=6*i*i-6*i,s=3*i*i-4*i+1,l=-6*i*i+6*i,c=3*i*i-2*i;if(t.length){a||(a=new Array(t.length));for(var u=t.length-1;u>=0;--u)a[u]=o*t[u]+s*e[u]+l*r[u]+c*n[u];return a}return o*t+s*e+l*r[u]+c*n}},{}],151:[function(t,e,r){\"use strict\";var n=t(\"./lib/thunk.js\");function i(){this.argTypes=[],this.shimArgs=[],this.arrayArgs=[],this.arrayBlockIndices=[],this.scalarArgs=[],this.offsetArgs=[],this.offsetArgIndex=[],this.indexArgs=[],this.shapeArgs=[],this.funcName=\"\",this.pre=null,this.body=null,this.post=null,this.debug=!1}e.exports=function(t){var e=new i;e.pre=t.pre,e.body=t.body,e.post=t.post;var r=t.args.slice(0);e.argTypes=r;for(var a=0;a<r.length;++a){var o=r[a];if(\"array\"===o||\"object\"==typeof o&&o.blockIndices){if(e.argTypes[a]=\"array\",e.arrayArgs.push(a),e.arrayBlockIndices.push(o.blockIndices?o.blockIndices:0),e.shimArgs.push(\"array\"+a),a<e.pre.args.length&&e.pre.args[a].count>0)throw new Error(\"cwise: pre() block may not reference array args\");if(a<e.post.args.length&&e.post.args[a].count>0)throw new Error(\"cwise: post() block may not reference array args\")}else if(\"scalar\"===o)e.scalarArgs.push(a),e.shimArgs.push(\"scalar\"+a);else if(\"index\"===o){if(e.indexArgs.push(a),a<e.pre.args.length&&e.pre.args[a].count>0)throw new Error(\"cwise: pre() block may not reference array index\");if(a<e.body.args.length&&e.body.args[a].lvalue)throw new Error(\"cwise: body() block may not write to array index\");if(a<e.post.args.length&&e.post.args[a].count>0)throw new Error(\"cwise: post() block may not reference array index\")}else if(\"shape\"===o){if(e.shapeArgs.push(a),a<e.pre.args.length&&e.pre.args[a].lvalue)throw new Error(\"cwise: pre() block may not write to array shape\");if(a<e.body.args.length&&e.body.args[a].lvalue)throw new Error(\"cwise: body() block may not write to array shape\");if(a<e.post.args.length&&e.post.args[a].lvalue)throw new Error(\"cwise: post() block may not write to array shape\")}else{if(\"object\"!=typeof o||!o.offset)throw new Error(\"cwise: Unknown argument type \"+r[a]);e.argTypes[a]=\"offset\",e.offsetArgs.push({array:o.array,offset:o.offset}),e.offsetArgIndex.push(a)}}if(e.arrayArgs.length<=0)throw new Error(\"cwise: No array arguments specified\");if(e.pre.args.length>r.length)throw new Error(\"cwise: Too many arguments in pre() block\");if(e.body.args.length>r.length)throw new Error(\"cwise: Too many arguments in body() block\");if(e.post.args.length>r.length)throw new Error(\"cwise: Too many arguments in post() block\");return e.debug=!!t.printCode||!!t.debug,e.funcName=t.funcName||\"cwise\",e.blockSize=t.blockSize||64,n(e)}},{\"./lib/thunk.js\":153}],152:[function(t,e,r){\"use strict\";var n=t(\"uniq\");function i(t,e,r){var n,i,a=t.length,o=e.arrayArgs.length,s=e.indexArgs.length>0,l=[],c=[],u=0,f=0;for(n=0;n<a;++n)c.push([\"i\",n,\"=0\"].join(\"\"));for(i=0;i<o;++i)for(n=0;n<a;++n)f=u,u=t[n],0===n?c.push([\"d\",i,\"s\",n,\"=t\",i,\"p\",u].join(\"\")):c.push([\"d\",i,\"s\",n,\"=(t\",i,\"p\",u,\"-s\",f,\"*t\",i,\"p\",f,\")\"].join(\"\"));for(c.length>0&&l.push(\"var \"+c.join(\",\")),n=a-1;n>=0;--n)u=t[n],l.push([\"for(i\",n,\"=0;i\",n,\"<s\",u,\";++i\",n,\"){\"].join(\"\"));for(l.push(r),n=0;n<a;++n){for(f=u,u=t[n],i=0;i<o;++i)l.push([\"p\",i,\"+=d\",i,\"s\",n].join(\"\"));s&&(n>0&&l.push([\"index[\",f,\"]-=s\",f].join(\"\")),l.push([\"++index[\",u,\"]\"].join(\"\"))),l.push(\"}\")}return l.join(\"\\n\")}function a(t,e,r){for(var n=t.body,i=[],a=[],o=0;o<t.args.length;++o){var s=t.args[o];if(!(s.count<=0)){var l=new RegExp(s.name,\"g\"),c=\"\",u=e.arrayArgs.indexOf(o);switch(e.argTypes[o]){case\"offset\":var f=e.offsetArgIndex.indexOf(o);u=e.offsetArgs[f].array,c=\"+q\"+f;case\"array\":c=\"p\"+u+c;var h=\"l\"+o,p=\"a\"+u;if(0===e.arrayBlockIndices[u])1===s.count?\"generic\"===r[u]?s.lvalue?(i.push([\"var \",h,\"=\",p,\".get(\",c,\")\"].join(\"\")),n=n.replace(l,h),a.push([p,\".set(\",c,\",\",h,\")\"].join(\"\"))):n=n.replace(l,[p,\".get(\",c,\")\"].join(\"\")):n=n.replace(l,[p,\"[\",c,\"]\"].join(\"\")):\"generic\"===r[u]?(i.push([\"var \",h,\"=\",p,\".get(\",c,\")\"].join(\"\")),n=n.replace(l,h),s.lvalue&&a.push([p,\".set(\",c,\",\",h,\")\"].join(\"\"))):(i.push([\"var \",h,\"=\",p,\"[\",c,\"]\"].join(\"\")),n=n.replace(l,h),s.lvalue&&a.push([p,\"[\",c,\"]=\",h].join(\"\")));else{for(var d=[s.name],g=[c],m=0;m<Math.abs(e.arrayBlockIndices[u]);m++)d.push(\"\\\\s*\\\\[([^\\\\]]+)\\\\]\"),g.push(\"$\"+(m+1)+\"*t\"+u+\"b\"+m);if(l=new RegExp(d.join(\"\"),\"g\"),c=g.join(\"+\"),\"generic\"===r[u])throw new Error(\"cwise: Generic arrays not supported in combination with blocks!\");n=n.replace(l,[p,\"[\",c,\"]\"].join(\"\"))}break;case\"scalar\":n=n.replace(l,\"Y\"+e.scalarArgs.indexOf(o));break;case\"index\":n=n.replace(l,\"index\");break;case\"shape\":n=n.replace(l,\"shape\")}}}return[i.join(\"\\n\"),n,a.join(\"\\n\")].join(\"\\n\").trim()}function o(t){for(var e=new Array(t.length),r=!0,n=0;n<t.length;++n){var i=t[n],a=i.match(/\\d+/);a=a?a[0]:\"\",0===i.charAt(0)?e[n]=\"u\"+i.charAt(1)+a:e[n]=i.charAt(0)+a,n>0&&(r=r&&e[n]===e[n-1])}return r?e[0]:e.join(\"\")}e.exports=function(t,e){for(var r=e[1].length-Math.abs(t.arrayBlockIndices[0])|0,s=new Array(t.arrayArgs.length),l=new Array(t.arrayArgs.length),c=0;c<t.arrayArgs.length;++c)l[c]=e[2*c],s[c]=e[2*c+1];var u=[],f=[],h=[],p=[],d=[];for(c=0;c<t.arrayArgs.length;++c){t.arrayBlockIndices[c]<0?(h.push(0),p.push(r),u.push(r),f.push(r+t.arrayBlockIndices[c])):(h.push(t.arrayBlockIndices[c]),p.push(t.arrayBlockIndices[c]+r),u.push(0),f.push(t.arrayBlockIndices[c]));for(var g=[],m=0;m<s[c].length;m++)h[c]<=s[c][m]&&s[c][m]<p[c]&&g.push(s[c][m]-h[c]);d.push(g)}var v=[\"SS\"],y=[\"'use strict'\"],x=[];for(m=0;m<r;++m)x.push([\"s\",m,\"=SS[\",m,\"]\"].join(\"\"));for(c=0;c<t.arrayArgs.length;++c){v.push(\"a\"+c),v.push(\"t\"+c),v.push(\"p\"+c);for(m=0;m<r;++m)x.push([\"t\",c,\"p\",m,\"=t\",c,\"[\",h[c]+m,\"]\"].join(\"\"));for(m=0;m<Math.abs(t.arrayBlockIndices[c]);++m)x.push([\"t\",c,\"b\",m,\"=t\",c,\"[\",u[c]+m,\"]\"].join(\"\"))}for(c=0;c<t.scalarArgs.length;++c)v.push(\"Y\"+c);if(t.shapeArgs.length>0&&x.push(\"shape=SS.slice(0)\"),t.indexArgs.length>0){var b=new Array(r);for(c=0;c<r;++c)b[c]=\"0\";x.push([\"index=[\",b.join(\",\"),\"]\"].join(\"\"))}for(c=0;c<t.offsetArgs.length;++c){var _=t.offsetArgs[c],w=[];for(m=0;m<_.offset.length;++m)0!==_.offset[m]&&(1===_.offset[m]?w.push([\"t\",_.array,\"p\",m].join(\"\")):w.push([_.offset[m],\"*t\",_.array,\"p\",m].join(\"\")));0===w.length?x.push(\"q\"+c+\"=0\"):x.push([\"q\",c,\"=\",w.join(\"+\")].join(\"\"))}var T=n([].concat(t.pre.thisVars).concat(t.body.thisVars).concat(t.post.thisVars));for((x=x.concat(T)).length>0&&y.push(\"var \"+x.join(\",\")),c=0;c<t.arrayArgs.length;++c)y.push(\"p\"+c+\"|=0\");t.pre.body.length>3&&y.push(a(t.pre,t,l));var k=a(t.body,t,l),M=function(t){for(var e=0,r=t[0].length;e<r;){for(var n=1;n<t.length;++n)if(t[n][e]!==t[0][e])return e;++e}return e}(d);M<r?y.push(function(t,e,r,n){for(var a=e.length,o=r.arrayArgs.length,s=r.blockSize,l=r.indexArgs.length>0,c=[],u=0;u<o;++u)c.push([\"var offset\",u,\"=p\",u].join(\"\"));for(u=t;u<a;++u)c.push([\"for(var j\"+u+\"=SS[\",e[u],\"]|0;j\",u,\">0;){\"].join(\"\")),c.push([\"if(j\",u,\"<\",s,\"){\"].join(\"\")),c.push([\"s\",e[u],\"=j\",u].join(\"\")),c.push([\"j\",u,\"=0\"].join(\"\")),c.push([\"}else{s\",e[u],\"=\",s].join(\"\")),c.push([\"j\",u,\"-=\",s,\"}\"].join(\"\")),l&&c.push([\"index[\",e[u],\"]=j\",u].join(\"\"));for(u=0;u<o;++u){for(var f=[\"offset\"+u],h=t;h<a;++h)f.push([\"j\",h,\"*t\",u,\"p\",e[h]].join(\"\"));c.push([\"p\",u,\"=(\",f.join(\"+\"),\")\"].join(\"\"))}for(c.push(i(e,r,n)),u=t;u<a;++u)c.push(\"}\");return c.join(\"\\n\")}(M,d[0],t,k)):y.push(i(d[0],t,k)),t.post.body.length>3&&y.push(a(t.post,t,l)),t.debug&&console.log(\"-----Generated cwise routine for \",e,\":\\n\"+y.join(\"\\n\")+\"\\n----------\");var A=[t.funcName||\"unnamed\",\"_cwise_loop_\",s[0].join(\"s\"),\"m\",M,o(l)].join(\"\");return new Function([\"function \",A,\"(\",v.join(\",\"),\"){\",y.join(\"\\n\"),\"} return \",A].join(\"\"))()}},{uniq:597}],153:[function(t,e,r){\"use strict\";var n=t(\"./compile.js\");e.exports=function(t){var e=[\"'use strict'\",\"var CACHED={}\"],r=[],i=t.funcName+\"_cwise_thunk\";e.push([\"return function \",i,\"(\",t.shimArgs.join(\",\"),\"){\"].join(\"\"));for(var a=[],o=[],s=[[\"array\",t.arrayArgs[0],\".shape.slice(\",Math.max(0,t.arrayBlockIndices[0]),t.arrayBlockIndices[0]<0?\",\"+t.arrayBlockIndices[0]+\")\":\")\"].join(\"\")],l=[],c=[],u=0;u<t.arrayArgs.length;++u){var f=t.arrayArgs[u];r.push([\"t\",f,\"=array\",f,\".dtype,\",\"r\",f,\"=array\",f,\".order\"].join(\"\")),a.push(\"t\"+f),a.push(\"r\"+f),o.push(\"t\"+f),o.push(\"r\"+f+\".join()\"),s.push(\"array\"+f+\".data\"),s.push(\"array\"+f+\".stride\"),s.push(\"array\"+f+\".offset|0\"),u>0&&(l.push(\"array\"+t.arrayArgs[0]+\".shape.length===array\"+f+\".shape.length+\"+(Math.abs(t.arrayBlockIndices[0])-Math.abs(t.arrayBlockIndices[u]))),c.push(\"array\"+t.arrayArgs[0]+\".shape[shapeIndex+\"+Math.max(0,t.arrayBlockIndices[0])+\"]===array\"+f+\".shape[shapeIndex+\"+Math.max(0,t.arrayBlockIndices[u])+\"]\"))}for(t.arrayArgs.length>1&&(e.push(\"if (!(\"+l.join(\" && \")+\")) throw new Error('cwise: Arrays do not all have the same dimensionality!')\"),e.push(\"for(var shapeIndex=array\"+t.arrayArgs[0]+\".shape.length-\"+Math.abs(t.arrayBlockIndices[0])+\"; shapeIndex--\\x3e0;) {\"),e.push(\"if (!(\"+c.join(\" && \")+\")) throw new Error('cwise: Arrays do not all have the same shape!')\"),e.push(\"}\")),u=0;u<t.scalarArgs.length;++u)s.push(\"scalar\"+t.scalarArgs[u]);return r.push([\"type=[\",o.join(\",\"),\"].join()\"].join(\"\")),r.push(\"proc=CACHED[type]\"),e.push(\"var \"+r.join(\",\")),e.push([\"if(!proc){\",\"CACHED[type]=proc=compile([\",a.join(\",\"),\"])}\",\"return proc(\",s.join(\",\"),\")}\"].join(\"\")),t.debug&&console.log(\"-----Generated thunk:\\n\"+e.join(\"\\n\")+\"\\n----------\"),new Function(\"compile\",e.join(\"\\n\"))(n.bind(void 0,t))}},{\"./compile.js\":152}],154:[function(t,e,r){\"use strict\";var n,i=t(\"type/value/is\"),a=t(\"type/value/ensure\"),o=t(\"type/plain-function/ensure\"),s=t(\"es5-ext/object/copy\"),l=t(\"es5-ext/object/normalize-options\"),c=t(\"es5-ext/object/map\"),u=Function.prototype.bind,f=Object.defineProperty,h=Object.prototype.hasOwnProperty;n=function(t,e,r){var n,i=a(e)&&o(e.value);return delete(n=s(e)).writable,delete n.value,n.get=function(){return!r.overwriteDefinition&&h.call(this,t)?i:(e.value=u.call(i,r.resolveContext?r.resolveContext(this):this),f(this,t,e),this[t])},n},e.exports=function(t){var e=l(arguments[1]);return i(e.resolveContext)&&o(e.resolveContext),c(t,(function(t,r){return n(r,t,e)}))}},{\"es5-ext/object/copy\":196,\"es5-ext/object/map\":204,\"es5-ext/object/normalize-options\":205,\"type/plain-function/ensure\":589,\"type/value/ensure\":593,\"type/value/is\":594}],155:[function(t,e,r){\"use strict\";var n=t(\"type/value/is\"),i=t(\"type/plain-function/is\"),a=t(\"es5-ext/object/assign\"),o=t(\"es5-ext/object/normalize-options\"),s=t(\"es5-ext/string/#/contains\");(e.exports=function(t,e){var r,i,l,c,u;return arguments.length<2||\"string\"!=typeof t?(c=e,e=t,t=null):c=arguments[2],n(t)?(r=s.call(t,\"c\"),i=s.call(t,\"e\"),l=s.call(t,\"w\")):(r=l=!0,i=!1),u={value:e,configurable:r,enumerable:i,writable:l},c?a(o(c),u):u}).gs=function(t,e,r){var l,c,u,f;return\"string\"!=typeof t?(u=r,r=e,e=t,t=null):u=arguments[3],n(e)?i(e)?n(r)?i(r)||(u=r,r=void 0):r=void 0:(u=e,e=r=void 0):e=void 0,n(t)?(l=s.call(t,\"c\"),c=s.call(t,\"e\")):(l=!0,c=!1),f={get:e,set:r,configurable:l,enumerable:c},u?a(o(u),f):f}},{\"es5-ext/object/assign\":193,\"es5-ext/object/normalize-options\":205,\"es5-ext/string/#/contains\":212,\"type/plain-function/is\":590,\"type/value/is\":594}],156:[function(t,e,r){!function(t,n){n(\"object\"==typeof r&&\"undefined\"!=typeof e?r:t.d3=t.d3||{})}(this,(function(t){\"use strict\";function e(t,e){return t<e?-1:t>e?1:t>=e?0:NaN}function r(t){var r;return 1===t.length&&(r=t,t=function(t,n){return e(r(t),n)}),{left:function(e,r,n,i){for(null==n&&(n=0),null==i&&(i=e.length);n<i;){var a=n+i>>>1;t(e[a],r)<0?n=a+1:i=a}return n},right:function(e,r,n,i){for(null==n&&(n=0),null==i&&(i=e.length);n<i;){var a=n+i>>>1;t(e[a],r)>0?i=a:n=a+1}return n}}}var n=r(e),i=n.right,a=n.left;function o(t,e){return[t,e]}function s(t){return null===t?NaN:+t}function l(t,e){var r,n,i=t.length,a=0,o=-1,l=0,c=0;if(null==e)for(;++o<i;)isNaN(r=s(t[o]))||(c+=(n=r-l)*(r-(l+=n/++a)));else for(;++o<i;)isNaN(r=s(e(t[o],o,t)))||(c+=(n=r-l)*(r-(l+=n/++a)));if(a>1)return c/(a-1)}function c(t,e){var r=l(t,e);return r?Math.sqrt(r):r}function u(t,e){var r,n,i,a=t.length,o=-1;if(null==e){for(;++o<a;)if(null!=(r=t[o])&&r>=r)for(n=i=r;++o<a;)null!=(r=t[o])&&(n>r&&(n=r),i<r&&(i=r))}else for(;++o<a;)if(null!=(r=e(t[o],o,t))&&r>=r)for(n=i=r;++o<a;)null!=(r=e(t[o],o,t))&&(n>r&&(n=r),i<r&&(i=r));return[n,i]}var f=Array.prototype,h=f.slice,p=f.map;function d(t){return function(){return t}}function g(t){return t}function m(t,e,r){t=+t,e=+e,r=(i=arguments.length)<2?(e=t,t=0,1):i<3?1:+r;for(var n=-1,i=0|Math.max(0,Math.ceil((e-t)/r)),a=new Array(i);++n<i;)a[n]=t+n*r;return a}var v=Math.sqrt(50),y=Math.sqrt(10),x=Math.sqrt(2);function b(t,e,r){var n=(e-t)/Math.max(0,r),i=Math.floor(Math.log(n)/Math.LN10),a=n/Math.pow(10,i);return i>=0?(a>=v?10:a>=y?5:a>=x?2:1)*Math.pow(10,i):-Math.pow(10,-i)/(a>=v?10:a>=y?5:a>=x?2:1)}function _(t,e,r){var n=Math.abs(e-t)/Math.max(0,r),i=Math.pow(10,Math.floor(Math.log(n)/Math.LN10)),a=n/i;return a>=v?i*=10:a>=y?i*=5:a>=x&&(i*=2),e<t?-i:i}function w(t){return Math.ceil(Math.log(t.length)/Math.LN2)+1}function T(t,e,r){if(null==r&&(r=s),n=t.length){if((e=+e)<=0||n<2)return+r(t[0],0,t);if(e>=1)return+r(t[n-1],n-1,t);var n,i=(n-1)*e,a=Math.floor(i),o=+r(t[a],a,t);return o+(+r(t[a+1],a+1,t)-o)*(i-a)}}function k(t,e){var r,n,i=t.length,a=-1;if(null==e){for(;++a<i;)if(null!=(r=t[a])&&r>=r)for(n=r;++a<i;)null!=(r=t[a])&&n>r&&(n=r)}else for(;++a<i;)if(null!=(r=e(t[a],a,t))&&r>=r)for(n=r;++a<i;)null!=(r=e(t[a],a,t))&&n>r&&(n=r);return n}function M(t){if(!(i=t.length))return[];for(var e=-1,r=k(t,A),n=new Array(r);++e<r;)for(var i,a=-1,o=n[e]=new Array(i);++a<i;)o[a]=t[a][e];return n}function A(t){return t.length}t.bisect=i,t.bisectRight=i,t.bisectLeft=a,t.ascending=e,t.bisector=r,t.cross=function(t,e,r){var n,i,a,s,l=t.length,c=e.length,u=new Array(l*c);for(null==r&&(r=o),n=a=0;n<l;++n)for(s=t[n],i=0;i<c;++i,++a)u[a]=r(s,e[i]);return u},t.descending=function(t,e){return e<t?-1:e>t?1:e>=t?0:NaN},t.deviation=c,t.extent=u,t.histogram=function(){var t=g,e=u,r=w;function n(n){var a,o,s=n.length,l=new Array(s);for(a=0;a<s;++a)l[a]=t(n[a],a,n);var c=e(l),u=c[0],f=c[1],h=r(l,u,f);Array.isArray(h)||(h=_(u,f,h),h=m(Math.ceil(u/h)*h,f,h));for(var p=h.length;h[0]<=u;)h.shift(),--p;for(;h[p-1]>f;)h.pop(),--p;var d,g=new Array(p+1);for(a=0;a<=p;++a)(d=g[a]=[]).x0=a>0?h[a-1]:u,d.x1=a<p?h[a]:f;for(a=0;a<s;++a)u<=(o=l[a])&&o<=f&&g[i(h,o,0,p)].push(n[a]);return g}return n.value=function(e){return arguments.length?(t=\"function\"==typeof e?e:d(e),n):t},n.domain=function(t){return arguments.length?(e=\"function\"==typeof t?t:d([t[0],t[1]]),n):e},n.thresholds=function(t){return arguments.length?(r=\"function\"==typeof t?t:Array.isArray(t)?d(h.call(t)):d(t),n):r},n},t.thresholdFreedmanDiaconis=function(t,r,n){return t=p.call(t,s).sort(e),Math.ceil((n-r)/(2*(T(t,.75)-T(t,.25))*Math.pow(t.length,-1/3)))},t.thresholdScott=function(t,e,r){return Math.ceil((r-e)/(3.5*c(t)*Math.pow(t.length,-1/3)))},t.thresholdSturges=w,t.max=function(t,e){var r,n,i=t.length,a=-1;if(null==e){for(;++a<i;)if(null!=(r=t[a])&&r>=r)for(n=r;++a<i;)null!=(r=t[a])&&r>n&&(n=r)}else for(;++a<i;)if(null!=(r=e(t[a],a,t))&&r>=r)for(n=r;++a<i;)null!=(r=e(t[a],a,t))&&r>n&&(n=r);return n},t.mean=function(t,e){var r,n=t.length,i=n,a=-1,o=0;if(null==e)for(;++a<n;)isNaN(r=s(t[a]))?--i:o+=r;else for(;++a<n;)isNaN(r=s(e(t[a],a,t)))?--i:o+=r;if(i)return o/i},t.median=function(t,r){var n,i=t.length,a=-1,o=[];if(null==r)for(;++a<i;)isNaN(n=s(t[a]))||o.push(n);else for(;++a<i;)isNaN(n=s(r(t[a],a,t)))||o.push(n);return T(o.sort(e),.5)},t.merge=function(t){for(var e,r,n,i=t.length,a=-1,o=0;++a<i;)o+=t[a].length;for(r=new Array(o);--i>=0;)for(e=(n=t[i]).length;--e>=0;)r[--o]=n[e];return r},t.min=k,t.pairs=function(t,e){null==e&&(e=o);for(var r=0,n=t.length-1,i=t[0],a=new Array(n<0?0:n);r<n;)a[r]=e(i,i=t[++r]);return a},t.permute=function(t,e){for(var r=e.length,n=new Array(r);r--;)n[r]=t[e[r]];return n},t.quantile=T,t.range=m,t.scan=function(t,r){if(n=t.length){var n,i,a=0,o=0,s=t[o];for(null==r&&(r=e);++a<n;)(r(i=t[a],s)<0||0!==r(s,s))&&(s=i,o=a);return 0===r(s,s)?o:void 0}},t.shuffle=function(t,e,r){for(var n,i,a=(null==r?t.length:r)-(e=null==e?0:+e);a;)i=Math.random()*a--|0,n=t[a+e],t[a+e]=t[i+e],t[i+e]=n;return t},t.sum=function(t,e){var r,n=t.length,i=-1,a=0;if(null==e)for(;++i<n;)(r=+t[i])&&(a+=r);else for(;++i<n;)(r=+e(t[i],i,t))&&(a+=r);return a},t.ticks=function(t,e,r){var n,i,a,o,s=-1;if(r=+r,(t=+t)===(e=+e)&&r>0)return[t];if((n=e<t)&&(i=t,t=e,e=i),0===(o=b(t,e,r))||!isFinite(o))return[];if(o>0)for(t=Math.ceil(t/o),e=Math.floor(e/o),a=new Array(i=Math.ceil(e-t+1));++s<i;)a[s]=(t+s)*o;else for(t=Math.floor(t*o),e=Math.ceil(e*o),a=new Array(i=Math.ceil(t-e+1));++s<i;)a[s]=(t-s)/o;return n&&a.reverse(),a},t.tickIncrement=b,t.tickStep=_,t.transpose=M,t.variance=l,t.zip=function(){return M(arguments)},Object.defineProperty(t,\"__esModule\",{value:!0})}))},{}],157:[function(t,e,r){!function(t,n){n(\"object\"==typeof r&&\"undefined\"!=typeof e?r:t.d3=t.d3||{})}(this,(function(t){\"use strict\";function e(){}function r(t,r){var n=new e;if(t instanceof e)t.each((function(t,e){n.set(e,t)}));else if(Array.isArray(t)){var i,a=-1,o=t.length;if(null==r)for(;++a<o;)n.set(a,t[a]);else for(;++a<o;)n.set(r(i=t[a],a,t),i)}else if(t)for(var s in t)n.set(s,t[s]);return n}function n(){return{}}function i(t,e,r){t[e]=r}function a(){return r()}function o(t,e,r){t.set(e,r)}function s(){}e.prototype=r.prototype={constructor:e,has:function(t){return\"$\"+t in this},get:function(t){return this[\"$\"+t]},set:function(t,e){return this[\"$\"+t]=e,this},remove:function(t){var e=\"$\"+t;return e in this&&delete this[e]},clear:function(){for(var t in this)\"$\"===t[0]&&delete this[t]},keys:function(){var t=[];for(var e in this)\"$\"===e[0]&&t.push(e.slice(1));return t},values:function(){var t=[];for(var e in this)\"$\"===e[0]&&t.push(this[e]);return t},entries:function(){var t=[];for(var e in this)\"$\"===e[0]&&t.push({key:e.slice(1),value:this[e]});return t},size:function(){var t=0;for(var e in this)\"$\"===e[0]&&++t;return t},empty:function(){for(var t in this)if(\"$\"===t[0])return!1;return!0},each:function(t){for(var e in this)\"$\"===e[0]&&t(this[e],e.slice(1),this)}};var l=r.prototype;function c(t,e){var r=new s;if(t instanceof s)t.each((function(t){r.add(t)}));else if(t){var n=-1,i=t.length;if(null==e)for(;++n<i;)r.add(t[n]);else for(;++n<i;)r.add(e(t[n],n,t))}return r}s.prototype=c.prototype={constructor:s,has:l.has,add:function(t){return this[\"$\"+(t+=\"\")]=t,this},remove:l.remove,clear:l.clear,values:l.keys,size:l.size,empty:l.empty,each:l.each},t.nest=function(){var t,e,s,l=[],c=[];function u(n,i,a,o){if(i>=l.length)return null!=t&&n.sort(t),null!=e?e(n):n;for(var s,c,f,h=-1,p=n.length,d=l[i++],g=r(),m=a();++h<p;)(f=g.get(s=d(c=n[h])+\"\"))?f.push(c):g.set(s,[c]);return g.each((function(t,e){o(m,e,u(t,i,a,o))})),m}return s={object:function(t){return u(t,0,n,i)},map:function(t){return u(t,0,a,o)},entries:function(t){return function t(r,n){if(++n>l.length)return r;var i,a=c[n-1];return null!=e&&n>=l.length?i=r.entries():(i=[],r.each((function(e,r){i.push({key:r,values:t(e,n)})}))),null!=a?i.sort((function(t,e){return a(t.key,e.key)})):i}(u(t,0,a,o),0)},key:function(t){return l.push(t),s},sortKeys:function(t){return c[l.length-1]=t,s},sortValues:function(e){return t=e,s},rollup:function(t){return e=t,s}}},t.set=c,t.map=r,t.keys=function(t){var e=[];for(var r in t)e.push(r);return e},t.values=function(t){var e=[];for(var r in t)e.push(t[r]);return e},t.entries=function(t){var e=[];for(var r in t)e.push({key:r,value:t[r]});return e},Object.defineProperty(t,\"__esModule\",{value:!0})}))},{}],158:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?n(r):n((t=t||self).d3=t.d3||{})}(this,(function(t){\"use strict\";function e(t,e,r){t.prototype=e.prototype=r,r.constructor=t}function r(t,e){var r=Object.create(t.prototype);for(var n in e)r[n]=e[n];return r}function n(){}var i=\"\\\\s*([+-]?\\\\d+)\\\\s*\",a=\"\\\\s*([+-]?\\\\d*\\\\.?\\\\d+(?:[eE][+-]?\\\\d+)?)\\\\s*\",o=\"\\\\s*([+-]?\\\\d*\\\\.?\\\\d+(?:[eE][+-]?\\\\d+)?)%\\\\s*\",s=/^#([0-9a-f]{3,8})$/,l=new RegExp(\"^rgb\\\\(\"+[i,i,i]+\"\\\\)$\"),c=new RegExp(\"^rgb\\\\(\"+[o,o,o]+\"\\\\)$\"),u=new RegExp(\"^rgba\\\\(\"+[i,i,i,a]+\"\\\\)$\"),f=new RegExp(\"^rgba\\\\(\"+[o,o,o,a]+\"\\\\)$\"),h=new RegExp(\"^hsl\\\\(\"+[a,o,o]+\"\\\\)$\"),p=new RegExp(\"^hsla\\\\(\"+[a,o,o,a]+\"\\\\)$\"),d={aliceblue:15792383,antiquewhite:16444375,aqua:65535,aquamarine:8388564,azure:15794175,beige:16119260,bisque:16770244,black:0,blanchedalmond:16772045,blue:255,blueviolet:9055202,brown:10824234,burlywood:14596231,cadetblue:6266528,chartreuse:8388352,chocolate:13789470,coral:16744272,cornflowerblue:6591981,cornsilk:16775388,crimson:14423100,cyan:65535,darkblue:139,darkcyan:35723,darkgoldenrod:12092939,darkgray:11119017,darkgreen:25600,darkgrey:11119017,darkkhaki:12433259,darkmagenta:9109643,darkolivegreen:5597999,darkorange:16747520,darkorchid:10040012,darkred:9109504,darksalmon:15308410,darkseagreen:9419919,darkslateblue:4734347,darkslategray:3100495,darkslategrey:3100495,darkturquoise:52945,darkviolet:9699539,deeppink:16716947,deepskyblue:49151,dimgray:6908265,dimgrey:6908265,dodgerblue:2003199,firebrick:11674146,floralwhite:16775920,forestgreen:2263842,fuchsia:16711935,gainsboro:14474460,ghostwhite:16316671,gold:16766720,goldenrod:14329120,gray:8421504,green:32768,greenyellow:11403055,grey:8421504,honeydew:15794160,hotpink:16738740,indianred:13458524,indigo:4915330,ivory:16777200,khaki:15787660,lavender:15132410,lavenderblush:16773365,lawngreen:8190976,lemonchiffon:16775885,lightblue:11393254,lightcoral:15761536,lightcyan:14745599,lightgoldenrodyellow:16448210,lightgray:13882323,lightgreen:9498256,lightgrey:13882323,lightpink:16758465,lightsalmon:16752762,lightseagreen:2142890,lightskyblue:8900346,lightslategray:7833753,lightslategrey:7833753,lightsteelblue:11584734,lightyellow:16777184,lime:65280,limegreen:3329330,linen:16445670,magenta:16711935,maroon:8388608,mediumaquamarine:6737322,mediumblue:205,mediumorchid:12211667,mediumpurple:9662683,mediumseagreen:3978097,mediumslateblue:8087790,mediumspringgreen:64154,mediumturquoise:4772300,mediumvioletred:13047173,midnightblue:1644912,mintcream:16121850,mistyrose:16770273,moccasin:16770229,navajowhite:16768685,navy:128,oldlace:16643558,olive:8421376,olivedrab:7048739,orange:16753920,orangered:16729344,orchid:14315734,palegoldenrod:15657130,palegreen:10025880,paleturquoise:11529966,palevioletred:14381203,papayawhip:16773077,peachpuff:16767673,peru:13468991,pink:16761035,plum:14524637,powderblue:11591910,purple:8388736,rebeccapurple:6697881,red:16711680,rosybrown:12357519,royalblue:4286945,saddlebrown:9127187,salmon:16416882,sandybrown:16032864,seagreen:3050327,seashell:16774638,sienna:10506797,silver:12632256,skyblue:8900331,slateblue:6970061,slategray:7372944,slategrey:7372944,snow:16775930,springgreen:65407,steelblue:4620980,tan:13808780,teal:32896,thistle:14204888,tomato:16737095,turquoise:4251856,violet:15631086,wheat:16113331,white:16777215,whitesmoke:16119285,yellow:16776960,yellowgreen:10145074};function g(){return this.rgb().formatHex()}function m(){return this.rgb().formatRgb()}function v(t){var e,r;return t=(t+\"\").trim().toLowerCase(),(e=s.exec(t))?(r=e[1].length,e=parseInt(e[1],16),6===r?y(e):3===r?new w(e>>8&15|e>>4&240,e>>4&15|240&e,(15&e)<<4|15&e,1):8===r?x(e>>24&255,e>>16&255,e>>8&255,(255&e)/255):4===r?x(e>>12&15|e>>8&240,e>>8&15|e>>4&240,e>>4&15|240&e,((15&e)<<4|15&e)/255):null):(e=l.exec(t))?new w(e[1],e[2],e[3],1):(e=c.exec(t))?new w(255*e[1]/100,255*e[2]/100,255*e[3]/100,1):(e=u.exec(t))?x(e[1],e[2],e[3],e[4]):(e=f.exec(t))?x(255*e[1]/100,255*e[2]/100,255*e[3]/100,e[4]):(e=h.exec(t))?A(e[1],e[2]/100,e[3]/100,1):(e=p.exec(t))?A(e[1],e[2]/100,e[3]/100,e[4]):d.hasOwnProperty(t)?y(d[t]):\"transparent\"===t?new w(NaN,NaN,NaN,0):null}function y(t){return new w(t>>16&255,t>>8&255,255&t,1)}function x(t,e,r,n){return n<=0&&(t=e=r=NaN),new w(t,e,r,n)}function b(t){return t instanceof n||(t=v(t)),t?new w((t=t.rgb()).r,t.g,t.b,t.opacity):new w}function _(t,e,r,n){return 1===arguments.length?b(t):new w(t,e,r,null==n?1:n)}function w(t,e,r,n){this.r=+t,this.g=+e,this.b=+r,this.opacity=+n}function T(){return\"#\"+M(this.r)+M(this.g)+M(this.b)}function k(){var t=this.opacity;return(1===(t=isNaN(t)?1:Math.max(0,Math.min(1,t)))?\"rgb(\":\"rgba(\")+Math.max(0,Math.min(255,Math.round(this.r)||0))+\", \"+Math.max(0,Math.min(255,Math.round(this.g)||0))+\", \"+Math.max(0,Math.min(255,Math.round(this.b)||0))+(1===t?\")\":\", \"+t+\")\")}function M(t){return((t=Math.max(0,Math.min(255,Math.round(t)||0)))<16?\"0\":\"\")+t.toString(16)}function A(t,e,r,n){return n<=0?t=e=r=NaN:r<=0||r>=1?t=e=NaN:e<=0&&(t=NaN),new C(t,e,r,n)}function S(t){if(t instanceof C)return new C(t.h,t.s,t.l,t.opacity);if(t instanceof n||(t=v(t)),!t)return new C;if(t instanceof C)return t;var e=(t=t.rgb()).r/255,r=t.g/255,i=t.b/255,a=Math.min(e,r,i),o=Math.max(e,r,i),s=NaN,l=o-a,c=(o+a)/2;return l?(s=e===o?(r-i)/l+6*(r<i):r===o?(i-e)/l+2:(e-r)/l+4,l/=c<.5?o+a:2-o-a,s*=60):l=c>0&&c<1?0:s,new C(s,l,c,t.opacity)}function E(t,e,r,n){return 1===arguments.length?S(t):new C(t,e,r,null==n?1:n)}function C(t,e,r,n){this.h=+t,this.s=+e,this.l=+r,this.opacity=+n}function L(t,e,r){return 255*(t<60?e+(r-e)*t/60:t<180?r:t<240?e+(r-e)*(240-t)/60:e)}e(n,v,{copy:function(t){return Object.assign(new this.constructor,this,t)},displayable:function(){return this.rgb().displayable()},hex:g,formatHex:g,formatHsl:function(){return S(this).formatHsl()},formatRgb:m,toString:m}),e(w,_,r(n,{brighter:function(t){return t=null==t?1/.7:Math.pow(1/.7,t),new w(this.r*t,this.g*t,this.b*t,this.opacity)},darker:function(t){return t=null==t?.7:Math.pow(.7,t),new w(this.r*t,this.g*t,this.b*t,this.opacity)},rgb:function(){return this},displayable:function(){return-.5<=this.r&&this.r<255.5&&-.5<=this.g&&this.g<255.5&&-.5<=this.b&&this.b<255.5&&0<=this.opacity&&this.opacity<=1},hex:T,formatHex:T,formatRgb:k,toString:k})),e(C,E,r(n,{brighter:function(t){return t=null==t?1/.7:Math.pow(1/.7,t),new C(this.h,this.s,this.l*t,this.opacity)},darker:function(t){return t=null==t?.7:Math.pow(.7,t),new C(this.h,this.s,this.l*t,this.opacity)},rgb:function(){var t=this.h%360+360*(this.h<0),e=isNaN(t)||isNaN(this.s)?0:this.s,r=this.l,n=r+(r<.5?r:1-r)*e,i=2*r-n;return new w(L(t>=240?t-240:t+120,i,n),L(t,i,n),L(t<120?t+240:t-120,i,n),this.opacity)},displayable:function(){return(0<=this.s&&this.s<=1||isNaN(this.s))&&0<=this.l&&this.l<=1&&0<=this.opacity&&this.opacity<=1},formatHsl:function(){var t=this.opacity;return(1===(t=isNaN(t)?1:Math.max(0,Math.min(1,t)))?\"hsl(\":\"hsla(\")+(this.h||0)+\", \"+100*(this.s||0)+\"%, \"+100*(this.l||0)+\"%\"+(1===t?\")\":\", \"+t+\")\")}}));var I=Math.PI/180,P=180/Math.PI,z=6/29,O=3*z*z;function D(t){if(t instanceof F)return new F(t.l,t.a,t.b,t.opacity);if(t instanceof H)return G(t);t instanceof w||(t=b(t));var e,r,n=U(t.r),i=U(t.g),a=U(t.b),o=B((.2225045*n+.7168786*i+.0606169*a)/1);return n===i&&i===a?e=r=o:(e=B((.4360747*n+.3850649*i+.1430804*a)/.96422),r=B((.0139322*n+.0971045*i+.7141733*a)/.82521)),new F(116*o-16,500*(e-o),200*(o-r),t.opacity)}function R(t,e,r,n){return 1===arguments.length?D(t):new F(t,e,r,null==n?1:n)}function F(t,e,r,n){this.l=+t,this.a=+e,this.b=+r,this.opacity=+n}function B(t){return t>.008856451679035631?Math.pow(t,1/3):t/O+4/29}function N(t){return t>z?t*t*t:O*(t-4/29)}function j(t){return 255*(t<=.0031308?12.92*t:1.055*Math.pow(t,1/2.4)-.055)}function U(t){return(t/=255)<=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function V(t){if(t instanceof H)return new H(t.h,t.c,t.l,t.opacity);if(t instanceof F||(t=D(t)),0===t.a&&0===t.b)return new H(NaN,0<t.l&&t.l<100?0:NaN,t.l,t.opacity);var e=Math.atan2(t.b,t.a)*P;return new H(e<0?e+360:e,Math.sqrt(t.a*t.a+t.b*t.b),t.l,t.opacity)}function q(t,e,r,n){return 1===arguments.length?V(t):new H(t,e,r,null==n?1:n)}function H(t,e,r,n){this.h=+t,this.c=+e,this.l=+r,this.opacity=+n}function G(t){if(isNaN(t.h))return new F(t.l,0,0,t.opacity);var e=t.h*I;return new F(t.l,Math.cos(e)*t.c,Math.sin(e)*t.c,t.opacity)}e(F,R,r(n,{brighter:function(t){return new F(this.l+18*(null==t?1:t),this.a,this.b,this.opacity)},darker:function(t){return new F(this.l-18*(null==t?1:t),this.a,this.b,this.opacity)},rgb:function(){var t=(this.l+16)/116,e=isNaN(this.a)?t:t+this.a/500,r=isNaN(this.b)?t:t-this.b/200;return new w(j(3.1338561*(e=.96422*N(e))-1.6168667*(t=1*N(t))-.4906146*(r=.82521*N(r))),j(-.9787684*e+1.9161415*t+.033454*r),j(.0719453*e-.2289914*t+1.4052427*r),this.opacity)}})),e(H,q,r(n,{brighter:function(t){return new H(this.h,this.c,this.l+18*(null==t?1:t),this.opacity)},darker:function(t){return new H(this.h,this.c,this.l-18*(null==t?1:t),this.opacity)},rgb:function(){return G(this).rgb()}}));var Y=-.14861,W=1.78277,X=-.29227,Z=-.90649,J=1.97294,K=J*Z,Q=J*W,$=W*X-Z*Y;function tt(t){if(t instanceof rt)return new rt(t.h,t.s,t.l,t.opacity);t instanceof w||(t=b(t));var e=t.r/255,r=t.g/255,n=t.b/255,i=($*n+K*e-Q*r)/($+K-Q),a=n-i,o=(J*(r-i)-X*a)/Z,s=Math.sqrt(o*o+a*a)/(J*i*(1-i)),l=s?Math.atan2(o,a)*P-120:NaN;return new rt(l<0?l+360:l,s,i,t.opacity)}function et(t,e,r,n){return 1===arguments.length?tt(t):new rt(t,e,r,null==n?1:n)}function rt(t,e,r,n){this.h=+t,this.s=+e,this.l=+r,this.opacity=+n}e(rt,et,r(n,{brighter:function(t){return t=null==t?1/.7:Math.pow(1/.7,t),new rt(this.h,this.s,this.l*t,this.opacity)},darker:function(t){return t=null==t?.7:Math.pow(.7,t),new rt(this.h,this.s,this.l*t,this.opacity)},rgb:function(){var t=isNaN(this.h)?0:(this.h+120)*I,e=+this.l,r=isNaN(this.s)?0:this.s*e*(1-e),n=Math.cos(t),i=Math.sin(t);return new w(255*(e+r*(Y*n+W*i)),255*(e+r*(X*n+Z*i)),255*(e+r*(J*n)),this.opacity)}})),t.color=v,t.cubehelix=et,t.gray=function(t,e){return new F(t,0,0,null==e?1:e)},t.hcl=q,t.hsl=E,t.lab=R,t.lch=function(t,e,r,n){return 1===arguments.length?V(t):new H(r,e,t,null==n?1:n)},t.rgb=_,Object.defineProperty(t,\"__esModule\",{value:!0})}))},{}],159:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?n(r):n((t=t||self).d3=t.d3||{})}(this,(function(t){\"use strict\";var e={value:function(){}};function r(){for(var t,e=0,r=arguments.length,i={};e<r;++e){if(!(t=arguments[e]+\"\")||t in i||/[\\s.]/.test(t))throw new Error(\"illegal type: \"+t);i[t]=[]}return new n(i)}function n(t){this._=t}function i(t,e){return t.trim().split(/^|\\s+/).map((function(t){var r=\"\",n=t.indexOf(\".\");if(n>=0&&(r=t.slice(n+1),t=t.slice(0,n)),t&&!e.hasOwnProperty(t))throw new Error(\"unknown type: \"+t);return{type:t,name:r}}))}function a(t,e){for(var r,n=0,i=t.length;n<i;++n)if((r=t[n]).name===e)return r.value}function o(t,r,n){for(var i=0,a=t.length;i<a;++i)if(t[i].name===r){t[i]=e,t=t.slice(0,i).concat(t.slice(i+1));break}return null!=n&&t.push({name:r,value:n}),t}n.prototype=r.prototype={constructor:n,on:function(t,e){var r,n=this._,s=i(t+\"\",n),l=-1,c=s.length;if(!(arguments.length<2)){if(null!=e&&\"function\"!=typeof e)throw new Error(\"invalid callback: \"+e);for(;++l<c;)if(r=(t=s[l]).type)n[r]=o(n[r],t.name,e);else if(null==e)for(r in n)n[r]=o(n[r],t.name,null);return this}for(;++l<c;)if((r=(t=s[l]).type)&&(r=a(n[r],t.name)))return r},copy:function(){var t={},e=this._;for(var r in e)t[r]=e[r].slice();return new n(t)},call:function(t,e){if((r=arguments.length-2)>0)for(var r,n,i=new Array(r),a=0;a<r;++a)i[a]=arguments[a+2];if(!this._.hasOwnProperty(t))throw new Error(\"unknown type: \"+t);for(a=0,r=(n=this._[t]).length;a<r;++a)n[a].value.apply(e,i)},apply:function(t,e,r){if(!this._.hasOwnProperty(t))throw new Error(\"unknown type: \"+t);for(var n=this._[t],i=0,a=n.length;i<a;++i)n[i].value.apply(e,r)}},t.dispatch=r,Object.defineProperty(t,\"__esModule\",{value:!0})}))},{}],160:[function(t,e,r){!function(n,i){\"object\"==typeof r&&\"undefined\"!=typeof e?i(r,t(\"d3-quadtree\"),t(\"d3-collection\"),t(\"d3-dispatch\"),t(\"d3-timer\")):i(n.d3=n.d3||{},n.d3,n.d3,n.d3,n.d3)}(this,(function(t,e,r,n,i){\"use strict\";function a(t){return function(){return t}}function o(){return 1e-6*(Math.random()-.5)}function s(t){return t.x+t.vx}function l(t){return t.y+t.vy}function c(t){return t.index}function u(t,e){var r=t.get(e);if(!r)throw new Error(\"missing: \"+e);return r}function f(t){return t.x}function h(t){return t.y}var p=Math.PI*(3-Math.sqrt(5));t.forceCenter=function(t,e){var r;function n(){var n,i,a=r.length,o=0,s=0;for(n=0;n<a;++n)o+=(i=r[n]).x,s+=i.y;for(o=o/a-t,s=s/a-e,n=0;n<a;++n)(i=r[n]).x-=o,i.y-=s}return null==t&&(t=0),null==e&&(e=0),n.initialize=function(t){r=t},n.x=function(e){return arguments.length?(t=+e,n):t},n.y=function(t){return arguments.length?(e=+t,n):e},n},t.forceCollide=function(t){var r,n,i=1,c=1;function u(){for(var t,a,u,h,p,d,g,m=r.length,v=0;v<c;++v)for(a=e.quadtree(r,s,l).visitAfter(f),t=0;t<m;++t)u=r[t],d=n[u.index],g=d*d,h=u.x+u.vx,p=u.y+u.vy,a.visit(y);function y(t,e,r,n,a){var s=t.data,l=t.r,c=d+l;if(!s)return e>h+c||n<h-c||r>p+c||a<p-c;if(s.index>u.index){var f=h-s.x-s.vx,m=p-s.y-s.vy,v=f*f+m*m;v<c*c&&(0===f&&(v+=(f=o())*f),0===m&&(v+=(m=o())*m),v=(c-(v=Math.sqrt(v)))/v*i,u.vx+=(f*=v)*(c=(l*=l)/(g+l)),u.vy+=(m*=v)*c,s.vx-=f*(c=1-c),s.vy-=m*c)}}}function f(t){if(t.data)return t.r=n[t.data.index];for(var e=t.r=0;e<4;++e)t[e]&&t[e].r>t.r&&(t.r=t[e].r)}function h(){if(r){var e,i,a=r.length;for(n=new Array(a),e=0;e<a;++e)i=r[e],n[i.index]=+t(i,e,r)}}return\"function\"!=typeof t&&(t=a(null==t?1:+t)),u.initialize=function(t){r=t,h()},u.iterations=function(t){return arguments.length?(c=+t,u):c},u.strength=function(t){return arguments.length?(i=+t,u):i},u.radius=function(e){return arguments.length?(t=\"function\"==typeof e?e:a(+e),h(),u):t},u},t.forceLink=function(t){var e,n,i,s,l,f=c,h=function(t){return 1/Math.min(s[t.source.index],s[t.target.index])},p=a(30),d=1;function g(r){for(var i=0,a=t.length;i<d;++i)for(var s,c,u,f,h,p,g,m=0;m<a;++m)c=(s=t[m]).source,f=(u=s.target).x+u.vx-c.x-c.vx||o(),h=u.y+u.vy-c.y-c.vy||o(),f*=p=((p=Math.sqrt(f*f+h*h))-n[m])/p*r*e[m],h*=p,u.vx-=f*(g=l[m]),u.vy-=h*g,c.vx+=f*(g=1-g),c.vy+=h*g}function m(){if(i){var a,o,c=i.length,h=t.length,p=r.map(i,f);for(a=0,s=new Array(c);a<h;++a)(o=t[a]).index=a,\"object\"!=typeof o.source&&(o.source=u(p,o.source)),\"object\"!=typeof o.target&&(o.target=u(p,o.target)),s[o.source.index]=(s[o.source.index]||0)+1,s[o.target.index]=(s[o.target.index]||0)+1;for(a=0,l=new Array(h);a<h;++a)o=t[a],l[a]=s[o.source.index]/(s[o.source.index]+s[o.target.index]);e=new Array(h),v(),n=new Array(h),y()}}function v(){if(i)for(var r=0,n=t.length;r<n;++r)e[r]=+h(t[r],r,t)}function y(){if(i)for(var e=0,r=t.length;e<r;++e)n[e]=+p(t[e],e,t)}return null==t&&(t=[]),g.initialize=function(t){i=t,m()},g.links=function(e){return arguments.length?(t=e,m(),g):t},g.id=function(t){return arguments.length?(f=t,g):f},g.iterations=function(t){return arguments.length?(d=+t,g):d},g.strength=function(t){return arguments.length?(h=\"function\"==typeof t?t:a(+t),v(),g):h},g.distance=function(t){return arguments.length?(p=\"function\"==typeof t?t:a(+t),y(),g):p},g},t.forceManyBody=function(){var t,r,n,i,s=a(-30),l=1,c=1/0,u=.81;function p(i){var a,o=t.length,s=e.quadtree(t,f,h).visitAfter(g);for(n=i,a=0;a<o;++a)r=t[a],s.visit(m)}function d(){if(t){var e,r,n=t.length;for(i=new Array(n),e=0;e<n;++e)r=t[e],i[r.index]=+s(r,e,t)}}function g(t){var e,r,n,a,o,s=0,l=0;if(t.length){for(n=a=o=0;o<4;++o)(e=t[o])&&(r=Math.abs(e.value))&&(s+=e.value,l+=r,n+=r*e.x,a+=r*e.y);t.x=n/l,t.y=a/l}else{(e=t).x=e.data.x,e.y=e.data.y;do{s+=i[e.data.index]}while(e=e.next)}t.value=s}function m(t,e,a,s){if(!t.value)return!0;var f=t.x-r.x,h=t.y-r.y,p=s-e,d=f*f+h*h;if(p*p/u<d)return d<c&&(0===f&&(d+=(f=o())*f),0===h&&(d+=(h=o())*h),d<l&&(d=Math.sqrt(l*d)),r.vx+=f*t.value*n/d,r.vy+=h*t.value*n/d),!0;if(!(t.length||d>=c)){(t.data!==r||t.next)&&(0===f&&(d+=(f=o())*f),0===h&&(d+=(h=o())*h),d<l&&(d=Math.sqrt(l*d)));do{t.data!==r&&(p=i[t.data.index]*n/d,r.vx+=f*p,r.vy+=h*p)}while(t=t.next)}}return p.initialize=function(e){t=e,d()},p.strength=function(t){return arguments.length?(s=\"function\"==typeof t?t:a(+t),d(),p):s},p.distanceMin=function(t){return arguments.length?(l=t*t,p):Math.sqrt(l)},p.distanceMax=function(t){return arguments.length?(c=t*t,p):Math.sqrt(c)},p.theta=function(t){return arguments.length?(u=t*t,p):Math.sqrt(u)},p},t.forceRadial=function(t,e,r){var n,i,o,s=a(.1);function l(t){for(var a=0,s=n.length;a<s;++a){var l=n[a],c=l.x-e||1e-6,u=l.y-r||1e-6,f=Math.sqrt(c*c+u*u),h=(o[a]-f)*i[a]*t/f;l.vx+=c*h,l.vy+=u*h}}function c(){if(n){var e,r=n.length;for(i=new Array(r),o=new Array(r),e=0;e<r;++e)o[e]=+t(n[e],e,n),i[e]=isNaN(o[e])?0:+s(n[e],e,n)}}return\"function\"!=typeof t&&(t=a(+t)),null==e&&(e=0),null==r&&(r=0),l.initialize=function(t){n=t,c()},l.strength=function(t){return arguments.length?(s=\"function\"==typeof t?t:a(+t),c(),l):s},l.radius=function(e){return arguments.length?(t=\"function\"==typeof e?e:a(+e),c(),l):t},l.x=function(t){return arguments.length?(e=+t,l):e},l.y=function(t){return arguments.length?(r=+t,l):r},l},t.forceSimulation=function(t){var e,a=1,o=.001,s=1-Math.pow(o,1/300),l=0,c=.6,u=r.map(),f=i.timer(d),h=n.dispatch(\"tick\",\"end\");function d(){g(),h.call(\"tick\",e),a<o&&(f.stop(),h.call(\"end\",e))}function g(r){var n,i,o=t.length;void 0===r&&(r=1);for(var f=0;f<r;++f)for(a+=(l-a)*s,u.each((function(t){t(a)})),n=0;n<o;++n)null==(i=t[n]).fx?i.x+=i.vx*=c:(i.x=i.fx,i.vx=0),null==i.fy?i.y+=i.vy*=c:(i.y=i.fy,i.vy=0);return e}function m(){for(var e,r=0,n=t.length;r<n;++r){if((e=t[r]).index=r,null!=e.fx&&(e.x=e.fx),null!=e.fy&&(e.y=e.fy),isNaN(e.x)||isNaN(e.y)){var i=10*Math.sqrt(r),a=r*p;e.x=i*Math.cos(a),e.y=i*Math.sin(a)}(isNaN(e.vx)||isNaN(e.vy))&&(e.vx=e.vy=0)}}function v(e){return e.initialize&&e.initialize(t),e}return null==t&&(t=[]),m(),e={tick:g,restart:function(){return f.restart(d),e},stop:function(){return f.stop(),e},nodes:function(r){return arguments.length?(t=r,m(),u.each(v),e):t},alpha:function(t){return arguments.length?(a=+t,e):a},alphaMin:function(t){return arguments.length?(o=+t,e):o},alphaDecay:function(t){return arguments.length?(s=+t,e):+s},alphaTarget:function(t){return arguments.length?(l=+t,e):l},velocityDecay:function(t){return arguments.length?(c=1-t,e):1-c},force:function(t,r){return arguments.length>1?(null==r?u.remove(t):u.set(t,v(r)),e):u.get(t)},find:function(e,r,n){var i,a,o,s,l,c=0,u=t.length;for(null==n?n=1/0:n*=n,c=0;c<u;++c)(o=(i=e-(s=t[c]).x)*i+(a=r-s.y)*a)<n&&(l=s,n=o);return l},on:function(t,r){return arguments.length>1?(h.on(t,r),e):h.on(t)}}},t.forceX=function(t){var e,r,n,i=a(.1);function o(t){for(var i,a=0,o=e.length;a<o;++a)(i=e[a]).vx+=(n[a]-i.x)*r[a]*t}function s(){if(e){var a,o=e.length;for(r=new Array(o),n=new Array(o),a=0;a<o;++a)r[a]=isNaN(n[a]=+t(e[a],a,e))?0:+i(e[a],a,e)}}return\"function\"!=typeof t&&(t=a(null==t?0:+t)),o.initialize=function(t){e=t,s()},o.strength=function(t){return arguments.length?(i=\"function\"==typeof t?t:a(+t),s(),o):i},o.x=function(e){return arguments.length?(t=\"function\"==typeof e?e:a(+e),s(),o):t},o},t.forceY=function(t){var e,r,n,i=a(.1);function o(t){for(var i,a=0,o=e.length;a<o;++a)(i=e[a]).vy+=(n[a]-i.y)*r[a]*t}function s(){if(e){var a,o=e.length;for(r=new Array(o),n=new Array(o),a=0;a<o;++a)r[a]=isNaN(n[a]=+t(e[a],a,e))?0:+i(e[a],a,e)}}return\"function\"!=typeof t&&(t=a(null==t?0:+t)),o.initialize=function(t){e=t,s()},o.strength=function(t){return arguments.length?(i=\"function\"==typeof t?t:a(+t),s(),o):i},o.y=function(e){return arguments.length?(t=\"function\"==typeof e?e:a(+e),s(),o):t},o},Object.defineProperty(t,\"__esModule\",{value:!0})}))},{\"d3-collection\":157,\"d3-dispatch\":159,\"d3-quadtree\":164,\"d3-timer\":168}],161:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?n(r):n((t=t||self).d3=t.d3||{})}(this,(function(t){\"use strict\";function e(t,e){return t.parent===e.parent?1:2}function r(t,e){return t+e.x}function n(t,e){return Math.max(t,e.y)}function i(t){var e=0,r=t.children,n=r&&r.length;if(n)for(;--n>=0;)e+=r[n].value;else e=1;t.value=e}function a(t,e){var r,n,i,a,s,u=new c(t),f=+t.value&&(u.value=t.value),h=[u];for(null==e&&(e=o);r=h.pop();)if(f&&(r.value=+r.data.value),(i=e(r.data))&&(s=i.length))for(r.children=new Array(s),a=s-1;a>=0;--a)h.push(n=r.children[a]=new c(i[a])),n.parent=r,n.depth=r.depth+1;return u.eachBefore(l)}function o(t){return t.children}function s(t){t.data=t.data.data}function l(t){var e=0;do{t.height=e}while((t=t.parent)&&t.height<++e)}function c(t){this.data=t,this.depth=this.height=0,this.parent=null}c.prototype=a.prototype={constructor:c,count:function(){return this.eachAfter(i)},each:function(t){var e,r,n,i,a=this,o=[a];do{for(e=o.reverse(),o=[];a=e.pop();)if(t(a),r=a.children)for(n=0,i=r.length;n<i;++n)o.push(r[n])}while(o.length);return this},eachAfter:function(t){for(var e,r,n,i=this,a=[i],o=[];i=a.pop();)if(o.push(i),e=i.children)for(r=0,n=e.length;r<n;++r)a.push(e[r]);for(;i=o.pop();)t(i);return this},eachBefore:function(t){for(var e,r,n=this,i=[n];n=i.pop();)if(t(n),e=n.children)for(r=e.length-1;r>=0;--r)i.push(e[r]);return this},sum:function(t){return this.eachAfter((function(e){for(var r=+t(e.data)||0,n=e.children,i=n&&n.length;--i>=0;)r+=n[i].value;e.value=r}))},sort:function(t){return this.eachBefore((function(e){e.children&&e.children.sort(t)}))},path:function(t){for(var e=this,r=function(t,e){if(t===e)return t;var r=t.ancestors(),n=e.ancestors(),i=null;t=r.pop(),e=n.pop();for(;t===e;)i=t,t=r.pop(),e=n.pop();return i}(e,t),n=[e];e!==r;)e=e.parent,n.push(e);for(var i=n.length;t!==r;)n.splice(i,0,t),t=t.parent;return n},ancestors:function(){for(var t=this,e=[t];t=t.parent;)e.push(t);return e},descendants:function(){var t=[];return this.each((function(e){t.push(e)})),t},leaves:function(){var t=[];return this.eachBefore((function(e){e.children||t.push(e)})),t},links:function(){var t=this,e=[];return t.each((function(r){r!==t&&e.push({source:r.parent,target:r})})),e},copy:function(){return a(this).eachBefore(s)}};var u=Array.prototype.slice;function f(t){for(var e,r,n=0,i=(t=function(t){for(var e,r,n=t.length;n;)r=Math.random()*n--|0,e=t[n],t[n]=t[r],t[r]=e;return t}(u.call(t))).length,a=[];n<i;)e=t[n],r&&d(r,e)?++n:(r=m(a=h(a,e)),n=0);return r}function h(t,e){var r,n;if(g(e,t))return[e];for(r=0;r<t.length;++r)if(p(e,t[r])&&g(v(t[r],e),t))return[t[r],e];for(r=0;r<t.length-1;++r)for(n=r+1;n<t.length;++n)if(p(v(t[r],t[n]),e)&&p(v(t[r],e),t[n])&&p(v(t[n],e),t[r])&&g(y(t[r],t[n],e),t))return[t[r],t[n],e];throw new Error}function p(t,e){var r=t.r-e.r,n=e.x-t.x,i=e.y-t.y;return r<0||r*r<n*n+i*i}function d(t,e){var r=t.r-e.r+1e-6,n=e.x-t.x,i=e.y-t.y;return r>0&&r*r>n*n+i*i}function g(t,e){for(var r=0;r<e.length;++r)if(!d(t,e[r]))return!1;return!0}function m(t){switch(t.length){case 1:return{x:(e=t[0]).x,y:e.y,r:e.r};case 2:return v(t[0],t[1]);case 3:return y(t[0],t[1],t[2])}var e}function v(t,e){var r=t.x,n=t.y,i=t.r,a=e.x,o=e.y,s=e.r,l=a-r,c=o-n,u=s-i,f=Math.sqrt(l*l+c*c);return{x:(r+a+l/f*u)/2,y:(n+o+c/f*u)/2,r:(f+i+s)/2}}function y(t,e,r){var n=t.x,i=t.y,a=t.r,o=e.x,s=e.y,l=e.r,c=r.x,u=r.y,f=r.r,h=n-o,p=n-c,d=i-s,g=i-u,m=l-a,v=f-a,y=n*n+i*i-a*a,x=y-o*o-s*s+l*l,b=y-c*c-u*u+f*f,_=p*d-h*g,w=(d*b-g*x)/(2*_)-n,T=(g*m-d*v)/_,k=(p*x-h*b)/(2*_)-i,M=(h*v-p*m)/_,A=T*T+M*M-1,S=2*(a+w*T+k*M),E=w*w+k*k-a*a,C=-(A?(S+Math.sqrt(S*S-4*A*E))/(2*A):E/S);return{x:n+w+T*C,y:i+k+M*C,r:C}}function x(t,e,r){var n,i,a,o,s=t.x-e.x,l=t.y-e.y,c=s*s+l*l;c?(i=e.r+r.r,i*=i,o=t.r+r.r,i>(o*=o)?(n=(c+o-i)/(2*c),a=Math.sqrt(Math.max(0,o/c-n*n)),r.x=t.x-n*s-a*l,r.y=t.y-n*l+a*s):(n=(c+i-o)/(2*c),a=Math.sqrt(Math.max(0,i/c-n*n)),r.x=e.x+n*s-a*l,r.y=e.y+n*l+a*s)):(r.x=e.x+r.r,r.y=e.y)}function b(t,e){var r=t.r+e.r-1e-6,n=e.x-t.x,i=e.y-t.y;return r>0&&r*r>n*n+i*i}function _(t){var e=t._,r=t.next._,n=e.r+r.r,i=(e.x*r.r+r.x*e.r)/n,a=(e.y*r.r+r.y*e.r)/n;return i*i+a*a}function w(t){this._=t,this.next=null,this.previous=null}function T(t){if(!(i=t.length))return 0;var e,r,n,i,a,o,s,l,c,u,h;if((e=t[0]).x=0,e.y=0,!(i>1))return e.r;if(r=t[1],e.x=-r.r,r.x=e.r,r.y=0,!(i>2))return e.r+r.r;x(r,e,n=t[2]),e=new w(e),r=new w(r),n=new w(n),e.next=n.previous=r,r.next=e.previous=n,n.next=r.previous=e;t:for(s=3;s<i;++s){x(e._,r._,n=t[s]),n=new w(n),l=r.next,c=e.previous,u=r._.r,h=e._.r;do{if(u<=h){if(b(l._,n._)){r=l,e.next=r,r.previous=e,--s;continue t}u+=l._.r,l=l.next}else{if(b(c._,n._)){(e=c).next=r,r.previous=e,--s;continue t}h+=c._.r,c=c.previous}}while(l!==c.next);for(n.previous=e,n.next=r,e.next=r.previous=r=n,a=_(e);(n=n.next)!==r;)(o=_(n))<a&&(e=n,a=o);r=e.next}for(e=[r._],n=r;(n=n.next)!==r;)e.push(n._);for(n=f(e),s=0;s<i;++s)(e=t[s]).x-=n.x,e.y-=n.y;return n.r}function k(t){return null==t?null:M(t)}function M(t){if(\"function\"!=typeof t)throw new Error;return t}function A(){return 0}function S(t){return function(){return t}}function E(t){return Math.sqrt(t.value)}function C(t){return function(e){e.children||(e.r=Math.max(0,+t(e)||0))}}function L(t,e){return function(r){if(n=r.children){var n,i,a,o=n.length,s=t(r)*e||0;if(s)for(i=0;i<o;++i)n[i].r+=s;if(a=T(n),s)for(i=0;i<o;++i)n[i].r-=s;r.r=a+s}}}function I(t){return function(e){var r=e.parent;e.r*=t,r&&(e.x=r.x+t*e.x,e.y=r.y+t*e.y)}}function P(t){t.x0=Math.round(t.x0),t.y0=Math.round(t.y0),t.x1=Math.round(t.x1),t.y1=Math.round(t.y1)}function z(t,e,r,n,i){for(var a,o=t.children,s=-1,l=o.length,c=t.value&&(n-e)/t.value;++s<l;)(a=o[s]).y0=r,a.y1=i,a.x0=e,a.x1=e+=a.value*c}var O={depth:-1},D={};function R(t){return t.id}function F(t){return t.parentId}function B(t,e){return t.parent===e.parent?1:2}function N(t){var e=t.children;return e?e[0]:t.t}function j(t){var e=t.children;return e?e[e.length-1]:t.t}function U(t,e,r){var n=r/(e.i-t.i);e.c-=n,e.s+=r,t.c+=n,e.z+=r,e.m+=r}function V(t,e,r){return t.a.parent===e.parent?t.a:r}function q(t,e){this._=t,this.parent=null,this.children=null,this.A=null,this.a=this,this.z=0,this.m=0,this.c=0,this.s=0,this.t=null,this.i=e}function H(t,e,r,n,i){for(var a,o=t.children,s=-1,l=o.length,c=t.value&&(i-r)/t.value;++s<l;)(a=o[s]).x0=e,a.x1=n,a.y0=r,a.y1=r+=a.value*c}q.prototype=Object.create(c.prototype);var G=(1+Math.sqrt(5))/2;function Y(t,e,r,n,i,a){for(var o,s,l,c,u,f,h,p,d,g,m,v=[],y=e.children,x=0,b=0,_=y.length,w=e.value;x<_;){l=i-r,c=a-n;do{u=y[b++].value}while(!u&&b<_);for(f=h=u,m=u*u*(g=Math.max(c/l,l/c)/(w*t)),d=Math.max(h/m,m/f);b<_;++b){if(u+=s=y[b].value,s<f&&(f=s),s>h&&(h=s),m=u*u*g,(p=Math.max(h/m,m/f))>d){u-=s;break}d=p}v.push(o={value:u,dice:l<c,children:y.slice(x,b)}),o.dice?z(o,r,n,i,w?n+=c*u/w:a):H(o,r,n,w?r+=l*u/w:i,a),w-=u,x=b}return v}var W=function t(e){function r(t,r,n,i,a){Y(e,t,r,n,i,a)}return r.ratio=function(e){return t((e=+e)>1?e:1)},r}(G);var X=function t(e){function r(t,r,n,i,a){if((o=t._squarify)&&o.ratio===e)for(var o,s,l,c,u,f=-1,h=o.length,p=t.value;++f<h;){for(l=(s=o[f]).children,c=s.value=0,u=l.length;c<u;++c)s.value+=l[c].value;s.dice?z(s,r,n,i,n+=(a-n)*s.value/p):H(s,r,n,r+=(i-r)*s.value/p,a),p-=s.value}else t._squarify=o=Y(e,t,r,n,i,a),o.ratio=e}return r.ratio=function(e){return t((e=+e)>1?e:1)},r}(G);t.cluster=function(){var t=e,i=1,a=1,o=!1;function s(e){var s,l=0;e.eachAfter((function(e){var i=e.children;i?(e.x=function(t){return t.reduce(r,0)/t.length}(i),e.y=function(t){return 1+t.reduce(n,0)}(i)):(e.x=s?l+=t(e,s):0,e.y=0,s=e)}));var c=function(t){for(var e;e=t.children;)t=e[0];return t}(e),u=function(t){for(var e;e=t.children;)t=e[e.length-1];return t}(e),f=c.x-t(c,u)/2,h=u.x+t(u,c)/2;return e.eachAfter(o?function(t){t.x=(t.x-e.x)*i,t.y=(e.y-t.y)*a}:function(t){t.x=(t.x-f)/(h-f)*i,t.y=(1-(e.y?t.y/e.y:1))*a})}return s.separation=function(e){return arguments.length?(t=e,s):t},s.size=function(t){return arguments.length?(o=!1,i=+t[0],a=+t[1],s):o?null:[i,a]},s.nodeSize=function(t){return arguments.length?(o=!0,i=+t[0],a=+t[1],s):o?[i,a]:null},s},t.hierarchy=a,t.pack=function(){var t=null,e=1,r=1,n=A;function i(i){return i.x=e/2,i.y=r/2,t?i.eachBefore(C(t)).eachAfter(L(n,.5)).eachBefore(I(1)):i.eachBefore(C(E)).eachAfter(L(A,1)).eachAfter(L(n,i.r/Math.min(e,r))).eachBefore(I(Math.min(e,r)/(2*i.r))),i}return i.radius=function(e){return arguments.length?(t=k(e),i):t},i.size=function(t){return arguments.length?(e=+t[0],r=+t[1],i):[e,r]},i.padding=function(t){return arguments.length?(n=\"function\"==typeof t?t:S(+t),i):n},i},t.packEnclose=f,t.packSiblings=function(t){return T(t),t},t.partition=function(){var t=1,e=1,r=0,n=!1;function i(i){var a=i.height+1;return i.x0=i.y0=r,i.x1=t,i.y1=e/a,i.eachBefore(function(t,e){return function(n){n.children&&z(n,n.x0,t*(n.depth+1)/e,n.x1,t*(n.depth+2)/e);var i=n.x0,a=n.y0,o=n.x1-r,s=n.y1-r;o<i&&(i=o=(i+o)/2),s<a&&(a=s=(a+s)/2),n.x0=i,n.y0=a,n.x1=o,n.y1=s}}(e,a)),n&&i.eachBefore(P),i}return i.round=function(t){return arguments.length?(n=!!t,i):n},i.size=function(r){return arguments.length?(t=+r[0],e=+r[1],i):[t,e]},i.padding=function(t){return arguments.length?(r=+t,i):r},i},t.stratify=function(){var t=R,e=F;function r(r){var n,i,a,o,s,u,f,h=r.length,p=new Array(h),d={};for(i=0;i<h;++i)n=r[i],s=p[i]=new c(n),null!=(u=t(n,i,r))&&(u+=\"\")&&(d[f=\"$\"+(s.id=u)]=f in d?D:s);for(i=0;i<h;++i)if(s=p[i],null!=(u=e(r[i],i,r))&&(u+=\"\")){if(!(o=d[\"$\"+u]))throw new Error(\"missing: \"+u);if(o===D)throw new Error(\"ambiguous: \"+u);o.children?o.children.push(s):o.children=[s],s.parent=o}else{if(a)throw new Error(\"multiple roots\");a=s}if(!a)throw new Error(\"no root\");if(a.parent=O,a.eachBefore((function(t){t.depth=t.parent.depth+1,--h})).eachBefore(l),a.parent=null,h>0)throw new Error(\"cycle\");return a}return r.id=function(e){return arguments.length?(t=M(e),r):t},r.parentId=function(t){return arguments.length?(e=M(t),r):e},r},t.tree=function(){var t=B,e=1,r=1,n=null;function i(i){var l=function(t){for(var e,r,n,i,a,o=new q(t,0),s=[o];e=s.pop();)if(n=e._.children)for(e.children=new Array(a=n.length),i=a-1;i>=0;--i)s.push(r=e.children[i]=new q(n[i],i)),r.parent=e;return(o.parent=new q(null,0)).children=[o],o}(i);if(l.eachAfter(a),l.parent.m=-l.z,l.eachBefore(o),n)i.eachBefore(s);else{var c=i,u=i,f=i;i.eachBefore((function(t){t.x<c.x&&(c=t),t.x>u.x&&(u=t),t.depth>f.depth&&(f=t)}));var h=c===u?1:t(c,u)/2,p=h-c.x,d=e/(u.x+h+p),g=r/(f.depth||1);i.eachBefore((function(t){t.x=(t.x+p)*d,t.y=t.depth*g}))}return i}function a(e){var r=e.children,n=e.parent.children,i=e.i?n[e.i-1]:null;if(r){!function(t){for(var e,r=0,n=0,i=t.children,a=i.length;--a>=0;)(e=i[a]).z+=r,e.m+=r,r+=e.s+(n+=e.c)}(e);var a=(r[0].z+r[r.length-1].z)/2;i?(e.z=i.z+t(e._,i._),e.m=e.z-a):e.z=a}else i&&(e.z=i.z+t(e._,i._));e.parent.A=function(e,r,n){if(r){for(var i,a=e,o=e,s=r,l=a.parent.children[0],c=a.m,u=o.m,f=s.m,h=l.m;s=j(s),a=N(a),s&&a;)l=N(l),(o=j(o)).a=e,(i=s.z+f-a.z-c+t(s._,a._))>0&&(U(V(s,e,n),e,i),c+=i,u+=i),f+=s.m,c+=a.m,h+=l.m,u+=o.m;s&&!j(o)&&(o.t=s,o.m+=f-u),a&&!N(l)&&(l.t=a,l.m+=c-h,n=e)}return n}(e,i,e.parent.A||n[0])}function o(t){t._.x=t.z+t.parent.m,t.m+=t.parent.m}function s(t){t.x*=e,t.y=t.depth*r}return i.separation=function(e){return arguments.length?(t=e,i):t},i.size=function(t){return arguments.length?(n=!1,e=+t[0],r=+t[1],i):n?null:[e,r]},i.nodeSize=function(t){return arguments.length?(n=!0,e=+t[0],r=+t[1],i):n?[e,r]:null},i},t.treemap=function(){var t=W,e=!1,r=1,n=1,i=[0],a=A,o=A,s=A,l=A,c=A;function u(t){return t.x0=t.y0=0,t.x1=r,t.y1=n,t.eachBefore(f),i=[0],e&&t.eachBefore(P),t}function f(e){var r=i[e.depth],n=e.x0+r,u=e.y0+r,f=e.x1-r,h=e.y1-r;f<n&&(n=f=(n+f)/2),h<u&&(u=h=(u+h)/2),e.x0=n,e.y0=u,e.x1=f,e.y1=h,e.children&&(r=i[e.depth+1]=a(e)/2,n+=c(e)-r,u+=o(e)-r,(f-=s(e)-r)<n&&(n=f=(n+f)/2),(h-=l(e)-r)<u&&(u=h=(u+h)/2),t(e,n,u,f,h))}return u.round=function(t){return arguments.length?(e=!!t,u):e},u.size=function(t){return arguments.length?(r=+t[0],n=+t[1],u):[r,n]},u.tile=function(e){return arguments.length?(t=M(e),u):t},u.padding=function(t){return arguments.length?u.paddingInner(t).paddingOuter(t):u.paddingInner()},u.paddingInner=function(t){return arguments.length?(a=\"function\"==typeof t?t:S(+t),u):a},u.paddingOuter=function(t){return arguments.length?u.paddingTop(t).paddingRight(t).paddingBottom(t).paddingLeft(t):u.paddingTop()},u.paddingTop=function(t){return arguments.length?(o=\"function\"==typeof t?t:S(+t),u):o},u.paddingRight=function(t){return arguments.length?(s=\"function\"==typeof t?t:S(+t),u):s},u.paddingBottom=function(t){return arguments.length?(l=\"function\"==typeof t?t:S(+t),u):l},u.paddingLeft=function(t){return arguments.length?(c=\"function\"==typeof t?t:S(+t),u):c},u},t.treemapBinary=function(t,e,r,n,i){var a,o,s=t.children,l=s.length,c=new Array(l+1);for(c[0]=o=a=0;a<l;++a)c[a+1]=o+=s[a].value;!function t(e,r,n,i,a,o,l){if(e>=r-1){var u=s[e];return u.x0=i,u.y0=a,u.x1=o,void(u.y1=l)}var f=c[e],h=n/2+f,p=e+1,d=r-1;for(;p<d;){var g=p+d>>>1;c[g]<h?p=g+1:d=g}h-c[p-1]<c[p]-h&&e+1<p&&--p;var m=c[p]-f,v=n-m;if(o-i>l-a){var y=(i*v+o*m)/n;t(e,p,m,i,a,y,l),t(p,r,v,y,a,o,l)}else{var x=(a*v+l*m)/n;t(e,p,m,i,a,o,x),t(p,r,v,i,x,o,l)}}(0,l,t.value,e,r,n,i)},t.treemapDice=z,t.treemapResquarify=X,t.treemapSlice=H,t.treemapSliceDice=function(t,e,r,n,i){(1&t.depth?H:z)(t,e,r,n,i)},t.treemapSquarify=W,Object.defineProperty(t,\"__esModule\",{value:!0})}))},{}],162:[function(t,e,r){!function(n,i){\"object\"==typeof r&&\"undefined\"!=typeof e?i(r,t(\"d3-color\")):i((n=n||self).d3=n.d3||{},n.d3)}(this,(function(t,e){\"use strict\";function r(t,e,r,n,i){var a=t*t,o=a*t;return((1-3*t+3*a-o)*e+(4-6*a+3*o)*r+(1+3*t+3*a-3*o)*n+o*i)/6}function n(t){var e=t.length-1;return function(n){var i=n<=0?n=0:n>=1?(n=1,e-1):Math.floor(n*e),a=t[i],o=t[i+1],s=i>0?t[i-1]:2*a-o,l=i<e-1?t[i+2]:2*o-a;return r((n-i/e)*e,s,a,o,l)}}function i(t){var e=t.length;return function(n){var i=Math.floor(((n%=1)<0?++n:n)*e),a=t[(i+e-1)%e],o=t[i%e],s=t[(i+1)%e],l=t[(i+2)%e];return r((n-i/e)*e,a,o,s,l)}}function a(t){return function(){return t}}function o(t,e){return function(r){return t+r*e}}function s(t,e){var r=e-t;return r?o(t,r>180||r<-180?r-360*Math.round(r/360):r):a(isNaN(t)?e:t)}function l(t){return 1==(t=+t)?c:function(e,r){return r-e?function(t,e,r){return t=Math.pow(t,r),e=Math.pow(e,r)-t,r=1/r,function(n){return Math.pow(t+n*e,r)}}(e,r,t):a(isNaN(e)?r:e)}}function c(t,e){var r=e-t;return r?o(t,r):a(isNaN(t)?e:t)}var u=function t(r){var n=l(r);function i(t,r){var i=n((t=e.rgb(t)).r,(r=e.rgb(r)).r),a=n(t.g,r.g),o=n(t.b,r.b),s=c(t.opacity,r.opacity);return function(e){return t.r=i(e),t.g=a(e),t.b=o(e),t.opacity=s(e),t+\"\"}}return i.gamma=t,i}(1);function f(t){return function(r){var n,i,a=r.length,o=new Array(a),s=new Array(a),l=new Array(a);for(n=0;n<a;++n)i=e.rgb(r[n]),o[n]=i.r||0,s[n]=i.g||0,l[n]=i.b||0;return o=t(o),s=t(s),l=t(l),i.opacity=1,function(t){return i.r=o(t),i.g=s(t),i.b=l(t),i+\"\"}}}var h=f(n),p=f(i);function d(t,e){e||(e=[]);var r,n=t?Math.min(e.length,t.length):0,i=e.slice();return function(a){for(r=0;r<n;++r)i[r]=t[r]*(1-a)+e[r]*a;return i}}function g(t){return ArrayBuffer.isView(t)&&!(t instanceof DataView)}function m(t,e){var r,n=e?e.length:0,i=t?Math.min(n,t.length):0,a=new Array(i),o=new Array(n);for(r=0;r<i;++r)a[r]=T(t[r],e[r]);for(;r<n;++r)o[r]=e[r];return function(t){for(r=0;r<i;++r)o[r]=a[r](t);return o}}function v(t,e){var r=new Date;return t=+t,e=+e,function(n){return r.setTime(t*(1-n)+e*n),r}}function y(t,e){return t=+t,e=+e,function(r){return t*(1-r)+e*r}}function x(t,e){var r,n={},i={};for(r in null!==t&&\"object\"==typeof t||(t={}),null!==e&&\"object\"==typeof e||(e={}),e)r in t?n[r]=T(t[r],e[r]):i[r]=e[r];return function(t){for(r in n)i[r]=n[r](t);return i}}var b=/[-+]?(?:\\d+\\.?\\d*|\\.?\\d+)(?:[eE][-+]?\\d+)?/g,_=new RegExp(b.source,\"g\");function w(t,e){var r,n,i,a=b.lastIndex=_.lastIndex=0,o=-1,s=[],l=[];for(t+=\"\",e+=\"\";(r=b.exec(t))&&(n=_.exec(e));)(i=n.index)>a&&(i=e.slice(a,i),s[o]?s[o]+=i:s[++o]=i),(r=r[0])===(n=n[0])?s[o]?s[o]+=n:s[++o]=n:(s[++o]=null,l.push({i:o,x:y(r,n)})),a=_.lastIndex;return a<e.length&&(i=e.slice(a),s[o]?s[o]+=i:s[++o]=i),s.length<2?l[0]?function(t){return function(e){return t(e)+\"\"}}(l[0].x):function(t){return function(){return t}}(e):(e=l.length,function(t){for(var r,n=0;n<e;++n)s[(r=l[n]).i]=r.x(t);return s.join(\"\")})}function T(t,r){var n,i=typeof r;return null==r||\"boolean\"===i?a(r):(\"number\"===i?y:\"string\"===i?(n=e.color(r))?(r=n,u):w:r instanceof e.color?u:r instanceof Date?v:g(r)?d:Array.isArray(r)?m:\"function\"!=typeof r.valueOf&&\"function\"!=typeof r.toString||isNaN(r)?x:y)(t,r)}var k,M,A,S,E=180/Math.PI,C={translateX:0,translateY:0,rotate:0,skewX:0,scaleX:1,scaleY:1};function L(t,e,r,n,i,a){var o,s,l;return(o=Math.sqrt(t*t+e*e))&&(t/=o,e/=o),(l=t*r+e*n)&&(r-=t*l,n-=e*l),(s=Math.sqrt(r*r+n*n))&&(r/=s,n/=s,l/=s),t*n<e*r&&(t=-t,e=-e,l=-l,o=-o),{translateX:i,translateY:a,rotate:Math.atan2(e,t)*E,skewX:Math.atan(l)*E,scaleX:o,scaleY:s}}function I(t,e,r,n){function i(t){return t.length?t.pop()+\" \":\"\"}return function(a,o){var s=[],l=[];return a=t(a),o=t(o),function(t,n,i,a,o,s){if(t!==i||n!==a){var l=o.push(\"translate(\",null,e,null,r);s.push({i:l-4,x:y(t,i)},{i:l-2,x:y(n,a)})}else(i||a)&&o.push(\"translate(\"+i+e+a+r)}(a.translateX,a.translateY,o.translateX,o.translateY,s,l),function(t,e,r,a){t!==e?(t-e>180?e+=360:e-t>180&&(t+=360),a.push({i:r.push(i(r)+\"rotate(\",null,n)-2,x:y(t,e)})):e&&r.push(i(r)+\"rotate(\"+e+n)}(a.rotate,o.rotate,s,l),function(t,e,r,a){t!==e?a.push({i:r.push(i(r)+\"skewX(\",null,n)-2,x:y(t,e)}):e&&r.push(i(r)+\"skewX(\"+e+n)}(a.skewX,o.skewX,s,l),function(t,e,r,n,a,o){if(t!==r||e!==n){var s=a.push(i(a)+\"scale(\",null,\",\",null,\")\");o.push({i:s-4,x:y(t,r)},{i:s-2,x:y(e,n)})}else 1===r&&1===n||a.push(i(a)+\"scale(\"+r+\",\"+n+\")\")}(a.scaleX,a.scaleY,o.scaleX,o.scaleY,s,l),a=o=null,function(t){for(var e,r=-1,n=l.length;++r<n;)s[(e=l[r]).i]=e.x(t);return s.join(\"\")}}}var P=I((function(t){return\"none\"===t?C:(k||(k=document.createElement(\"DIV\"),M=document.documentElement,A=document.defaultView),k.style.transform=t,t=A.getComputedStyle(M.appendChild(k),null).getPropertyValue(\"transform\"),M.removeChild(k),L(+(t=t.slice(7,-1).split(\",\"))[0],+t[1],+t[2],+t[3],+t[4],+t[5]))}),\"px, \",\"px)\",\"deg)\"),z=I((function(t){return null==t?C:(S||(S=document.createElementNS(\"http://www.w3.org/2000/svg\",\"g\")),S.setAttribute(\"transform\",t),(t=S.transform.baseVal.consolidate())?L((t=t.matrix).a,t.b,t.c,t.d,t.e,t.f):C)}),\", \",\")\",\")\"),O=Math.SQRT2;function D(t){return((t=Math.exp(t))+1/t)/2}function R(t){return function(r,n){var i=t((r=e.hsl(r)).h,(n=e.hsl(n)).h),a=c(r.s,n.s),o=c(r.l,n.l),s=c(r.opacity,n.opacity);return function(t){return r.h=i(t),r.s=a(t),r.l=o(t),r.opacity=s(t),r+\"\"}}}var F=R(s),B=R(c);function N(t){return function(r,n){var i=t((r=e.hcl(r)).h,(n=e.hcl(n)).h),a=c(r.c,n.c),o=c(r.l,n.l),s=c(r.opacity,n.opacity);return function(t){return r.h=i(t),r.c=a(t),r.l=o(t),r.opacity=s(t),r+\"\"}}}var j=N(s),U=N(c);function V(t){return function r(n){function i(r,i){var a=t((r=e.cubehelix(r)).h,(i=e.cubehelix(i)).h),o=c(r.s,i.s),s=c(r.l,i.l),l=c(r.opacity,i.opacity);return function(t){return r.h=a(t),r.s=o(t),r.l=s(Math.pow(t,n)),r.opacity=l(t),r+\"\"}}return n=+n,i.gamma=r,i}(1)}var q=V(s),H=V(c);t.interpolate=T,t.interpolateArray=function(t,e){return(g(e)?d:m)(t,e)},t.interpolateBasis=n,t.interpolateBasisClosed=i,t.interpolateCubehelix=q,t.interpolateCubehelixLong=H,t.interpolateDate=v,t.interpolateDiscrete=function(t){var e=t.length;return function(r){return t[Math.max(0,Math.min(e-1,Math.floor(r*e)))]}},t.interpolateHcl=j,t.interpolateHclLong=U,t.interpolateHsl=F,t.interpolateHslLong=B,t.interpolateHue=function(t,e){var r=s(+t,+e);return function(t){var e=r(t);return e-360*Math.floor(e/360)}},t.interpolateLab=function(t,r){var n=c((t=e.lab(t)).l,(r=e.lab(r)).l),i=c(t.a,r.a),a=c(t.b,r.b),o=c(t.opacity,r.opacity);return function(e){return t.l=n(e),t.a=i(e),t.b=a(e),t.opacity=o(e),t+\"\"}},t.interpolateNumber=y,t.interpolateNumberArray=d,t.interpolateObject=x,t.interpolateRgb=u,t.interpolateRgbBasis=h,t.interpolateRgbBasisClosed=p,t.interpolateRound=function(t,e){return t=+t,e=+e,function(r){return Math.round(t*(1-r)+e*r)}},t.interpolateString=w,t.interpolateTransformCss=P,t.interpolateTransformSvg=z,t.interpolateZoom=function(t,e){var r,n,i=t[0],a=t[1],o=t[2],s=e[0],l=e[1],c=e[2],u=s-i,f=l-a,h=u*u+f*f;if(h<1e-12)n=Math.log(c/o)/O,r=function(t){return[i+t*u,a+t*f,o*Math.exp(O*t*n)]};else{var p=Math.sqrt(h),d=(c*c-o*o+4*h)/(2*o*2*p),g=(c*c-o*o-4*h)/(2*c*2*p),m=Math.log(Math.sqrt(d*d+1)-d),v=Math.log(Math.sqrt(g*g+1)-g);n=(v-m)/O,r=function(t){var e,r=t*n,s=D(m),l=o/(2*p)*(s*(e=O*r+m,((e=Math.exp(2*e))-1)/(e+1))-function(t){return((t=Math.exp(t))-1/t)/2}(m));return[i+l*u,a+l*f,o*s/D(O*r+m)]}}return r.duration=1e3*n,r},t.piecewise=function(t,e){for(var r=0,n=e.length-1,i=e[0],a=new Array(n<0?0:n);r<n;)a[r]=t(i,i=e[++r]);return function(t){var e=Math.max(0,Math.min(n-1,Math.floor(t*=n)));return a[e](t-e)}},t.quantize=function(t,e){for(var r=new Array(e),n=0;n<e;++n)r[n]=t(n/(e-1));return r},Object.defineProperty(t,\"__esModule\",{value:!0})}))},{\"d3-color\":158}],163:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?n(r):n((t=t||self).d3=t.d3||{})}(this,(function(t){\"use strict\";var e=Math.PI,r=2*e,n=r-1e-6;function i(){this._x0=this._y0=this._x1=this._y1=null,this._=\"\"}function a(){return new i}i.prototype=a.prototype={constructor:i,moveTo:function(t,e){this._+=\"M\"+(this._x0=this._x1=+t)+\",\"+(this._y0=this._y1=+e)},closePath:function(){null!==this._x1&&(this._x1=this._x0,this._y1=this._y0,this._+=\"Z\")},lineTo:function(t,e){this._+=\"L\"+(this._x1=+t)+\",\"+(this._y1=+e)},quadraticCurveTo:function(t,e,r,n){this._+=\"Q\"+ +t+\",\"+ +e+\",\"+(this._x1=+r)+\",\"+(this._y1=+n)},bezierCurveTo:function(t,e,r,n,i,a){this._+=\"C\"+ +t+\",\"+ +e+\",\"+ +r+\",\"+ +n+\",\"+(this._x1=+i)+\",\"+(this._y1=+a)},arcTo:function(t,r,n,i,a){t=+t,r=+r,n=+n,i=+i,a=+a;var o=this._x1,s=this._y1,l=n-t,c=i-r,u=o-t,f=s-r,h=u*u+f*f;if(a<0)throw new Error(\"negative radius: \"+a);if(null===this._x1)this._+=\"M\"+(this._x1=t)+\",\"+(this._y1=r);else if(h>1e-6)if(Math.abs(f*l-c*u)>1e-6&&a){var p=n-o,d=i-s,g=l*l+c*c,m=p*p+d*d,v=Math.sqrt(g),y=Math.sqrt(h),x=a*Math.tan((e-Math.acos((g+h-m)/(2*v*y)))/2),b=x/y,_=x/v;Math.abs(b-1)>1e-6&&(this._+=\"L\"+(t+b*u)+\",\"+(r+b*f)),this._+=\"A\"+a+\",\"+a+\",0,0,\"+ +(f*p>u*d)+\",\"+(this._x1=t+_*l)+\",\"+(this._y1=r+_*c)}else this._+=\"L\"+(this._x1=t)+\",\"+(this._y1=r);else;},arc:function(t,i,a,o,s,l){t=+t,i=+i,l=!!l;var c=(a=+a)*Math.cos(o),u=a*Math.sin(o),f=t+c,h=i+u,p=1^l,d=l?o-s:s-o;if(a<0)throw new Error(\"negative radius: \"+a);null===this._x1?this._+=\"M\"+f+\",\"+h:(Math.abs(this._x1-f)>1e-6||Math.abs(this._y1-h)>1e-6)&&(this._+=\"L\"+f+\",\"+h),a&&(d<0&&(d=d%r+r),d>n?this._+=\"A\"+a+\",\"+a+\",0,1,\"+p+\",\"+(t-c)+\",\"+(i-u)+\"A\"+a+\",\"+a+\",0,1,\"+p+\",\"+(this._x1=f)+\",\"+(this._y1=h):d>1e-6&&(this._+=\"A\"+a+\",\"+a+\",0,\"+ +(d>=e)+\",\"+p+\",\"+(this._x1=t+a*Math.cos(s))+\",\"+(this._y1=i+a*Math.sin(s))))},rect:function(t,e,r,n){this._+=\"M\"+(this._x0=this._x1=+t)+\",\"+(this._y0=this._y1=+e)+\"h\"+ +r+\"v\"+ +n+\"h\"+-r+\"Z\"},toString:function(){return this._}},t.path=a,Object.defineProperty(t,\"__esModule\",{value:!0})}))},{}],164:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?n(r):n((t=t||self).d3=t.d3||{})}(this,(function(t){\"use strict\";function e(t,e,r,n){if(isNaN(e)||isNaN(r))return t;var i,a,o,s,l,c,u,f,h,p=t._root,d={data:n},g=t._x0,m=t._y0,v=t._x1,y=t._y1;if(!p)return t._root=d,t;for(;p.length;)if((c=e>=(a=(g+v)/2))?g=a:v=a,(u=r>=(o=(m+y)/2))?m=o:y=o,i=p,!(p=p[f=u<<1|c]))return i[f]=d,t;if(s=+t._x.call(null,p.data),l=+t._y.call(null,p.data),e===s&&r===l)return d.next=p,i?i[f]=d:t._root=d,t;do{i=i?i[f]=new Array(4):t._root=new Array(4),(c=e>=(a=(g+v)/2))?g=a:v=a,(u=r>=(o=(m+y)/2))?m=o:y=o}while((f=u<<1|c)==(h=(l>=o)<<1|s>=a));return i[h]=p,i[f]=d,t}function r(t,e,r,n,i){this.node=t,this.x0=e,this.y0=r,this.x1=n,this.y1=i}function n(t){return t[0]}function i(t){return t[1]}function a(t,e,r){var a=new o(null==e?n:e,null==r?i:r,NaN,NaN,NaN,NaN);return null==t?a:a.addAll(t)}function o(t,e,r,n,i,a){this._x=t,this._y=e,this._x0=r,this._y0=n,this._x1=i,this._y1=a,this._root=void 0}function s(t){for(var e={data:t.data},r=e;t=t.next;)r=r.next={data:t.data};return e}var l=a.prototype=o.prototype;l.copy=function(){var t,e,r=new o(this._x,this._y,this._x0,this._y0,this._x1,this._y1),n=this._root;if(!n)return r;if(!n.length)return r._root=s(n),r;for(t=[{source:n,target:r._root=new Array(4)}];n=t.pop();)for(var i=0;i<4;++i)(e=n.source[i])&&(e.length?t.push({source:e,target:n.target[i]=new Array(4)}):n.target[i]=s(e));return r},l.add=function(t){var r=+this._x.call(null,t),n=+this._y.call(null,t);return e(this.cover(r,n),r,n,t)},l.addAll=function(t){var r,n,i,a,o=t.length,s=new Array(o),l=new Array(o),c=1/0,u=1/0,f=-1/0,h=-1/0;for(n=0;n<o;++n)isNaN(i=+this._x.call(null,r=t[n]))||isNaN(a=+this._y.call(null,r))||(s[n]=i,l[n]=a,i<c&&(c=i),i>f&&(f=i),a<u&&(u=a),a>h&&(h=a));if(c>f||u>h)return this;for(this.cover(c,u).cover(f,h),n=0;n<o;++n)e(this,s[n],l[n],t[n]);return this},l.cover=function(t,e){if(isNaN(t=+t)||isNaN(e=+e))return this;var r=this._x0,n=this._y0,i=this._x1,a=this._y1;if(isNaN(r))i=(r=Math.floor(t))+1,a=(n=Math.floor(e))+1;else{for(var o,s,l=i-r,c=this._root;r>t||t>=i||n>e||e>=a;)switch(s=(e<n)<<1|t<r,(o=new Array(4))[s]=c,c=o,l*=2,s){case 0:i=r+l,a=n+l;break;case 1:r=i-l,a=n+l;break;case 2:i=r+l,n=a-l;break;case 3:r=i-l,n=a-l}this._root&&this._root.length&&(this._root=c)}return this._x0=r,this._y0=n,this._x1=i,this._y1=a,this},l.data=function(){var t=[];return this.visit((function(e){if(!e.length)do{t.push(e.data)}while(e=e.next)})),t},l.extent=function(t){return arguments.length?this.cover(+t[0][0],+t[0][1]).cover(+t[1][0],+t[1][1]):isNaN(this._x0)?void 0:[[this._x0,this._y0],[this._x1,this._y1]]},l.find=function(t,e,n){var i,a,o,s,l,c,u,f=this._x0,h=this._y0,p=this._x1,d=this._y1,g=[],m=this._root;for(m&&g.push(new r(m,f,h,p,d)),null==n?n=1/0:(f=t-n,h=e-n,p=t+n,d=e+n,n*=n);c=g.pop();)if(!(!(m=c.node)||(a=c.x0)>p||(o=c.y0)>d||(s=c.x1)<f||(l=c.y1)<h))if(m.length){var v=(a+s)/2,y=(o+l)/2;g.push(new r(m[3],v,y,s,l),new r(m[2],a,y,v,l),new r(m[1],v,o,s,y),new r(m[0],a,o,v,y)),(u=(e>=y)<<1|t>=v)&&(c=g[g.length-1],g[g.length-1]=g[g.length-1-u],g[g.length-1-u]=c)}else{var x=t-+this._x.call(null,m.data),b=e-+this._y.call(null,m.data),_=x*x+b*b;if(_<n){var w=Math.sqrt(n=_);f=t-w,h=e-w,p=t+w,d=e+w,i=m.data}}return i},l.remove=function(t){if(isNaN(a=+this._x.call(null,t))||isNaN(o=+this._y.call(null,t)))return this;var e,r,n,i,a,o,s,l,c,u,f,h,p=this._root,d=this._x0,g=this._y0,m=this._x1,v=this._y1;if(!p)return this;if(p.length)for(;;){if((c=a>=(s=(d+m)/2))?d=s:m=s,(u=o>=(l=(g+v)/2))?g=l:v=l,e=p,!(p=p[f=u<<1|c]))return this;if(!p.length)break;(e[f+1&3]||e[f+2&3]||e[f+3&3])&&(r=e,h=f)}for(;p.data!==t;)if(n=p,!(p=p.next))return this;return(i=p.next)&&delete p.next,n?(i?n.next=i:delete n.next,this):e?(i?e[f]=i:delete e[f],(p=e[0]||e[1]||e[2]||e[3])&&p===(e[3]||e[2]||e[1]||e[0])&&!p.length&&(r?r[h]=p:this._root=p),this):(this._root=i,this)},l.removeAll=function(t){for(var e=0,r=t.length;e<r;++e)this.remove(t[e]);return this},l.root=function(){return this._root},l.size=function(){var t=0;return this.visit((function(e){if(!e.length)do{++t}while(e=e.next)})),t},l.visit=function(t){var e,n,i,a,o,s,l=[],c=this._root;for(c&&l.push(new r(c,this._x0,this._y0,this._x1,this._y1));e=l.pop();)if(!t(c=e.node,i=e.x0,a=e.y0,o=e.x1,s=e.y1)&&c.length){var u=(i+o)/2,f=(a+s)/2;(n=c[3])&&l.push(new r(n,u,f,o,s)),(n=c[2])&&l.push(new r(n,i,f,u,s)),(n=c[1])&&l.push(new r(n,u,a,o,f)),(n=c[0])&&l.push(new r(n,i,a,u,f))}return this},l.visitAfter=function(t){var e,n=[],i=[];for(this._root&&n.push(new r(this._root,this._x0,this._y0,this._x1,this._y1));e=n.pop();){var a=e.node;if(a.length){var o,s=e.x0,l=e.y0,c=e.x1,u=e.y1,f=(s+c)/2,h=(l+u)/2;(o=a[0])&&n.push(new r(o,s,l,f,h)),(o=a[1])&&n.push(new r(o,f,l,c,h)),(o=a[2])&&n.push(new r(o,s,h,f,u)),(o=a[3])&&n.push(new r(o,f,h,c,u))}i.push(e)}for(;e=i.pop();)t(e.node,e.x0,e.y0,e.x1,e.y1);return this},l.x=function(t){return arguments.length?(this._x=t,this):this._x},l.y=function(t){return arguments.length?(this._y=t,this):this._y},t.quadtree=a,Object.defineProperty(t,\"__esModule\",{value:!0})}))},{}],165:[function(t,e,r){!function(n,i){\"object\"==typeof r&&\"undefined\"!=typeof e?i(r,t(\"d3-path\")):i((n=n||self).d3=n.d3||{},n.d3)}(this,(function(t,e){\"use strict\";function r(t){return function(){return t}}var n=Math.abs,i=Math.atan2,a=Math.cos,o=Math.max,s=Math.min,l=Math.sin,c=Math.sqrt,u=Math.PI,f=u/2,h=2*u;function p(t){return t>1?0:t<-1?u:Math.acos(t)}function d(t){return t>=1?f:t<=-1?-f:Math.asin(t)}function g(t){return t.innerRadius}function m(t){return t.outerRadius}function v(t){return t.startAngle}function y(t){return t.endAngle}function x(t){return t&&t.padAngle}function b(t,e,r,n,i,a,o,s){var l=r-t,c=n-e,u=o-i,f=s-a,h=f*l-u*c;if(!(h*h<1e-12))return[t+(h=(u*(e-a)-f*(t-i))/h)*l,e+h*c]}function _(t,e,r,n,i,a,s){var l=t-r,u=e-n,f=(s?a:-a)/c(l*l+u*u),h=f*u,p=-f*l,d=t+h,g=e+p,m=r+h,v=n+p,y=(d+m)/2,x=(g+v)/2,b=m-d,_=v-g,w=b*b+_*_,T=i-a,k=d*v-m*g,M=(_<0?-1:1)*c(o(0,T*T*w-k*k)),A=(k*_-b*M)/w,S=(-k*b-_*M)/w,E=(k*_+b*M)/w,C=(-k*b+_*M)/w,L=A-y,I=S-x,P=E-y,z=C-x;return L*L+I*I>P*P+z*z&&(A=E,S=C),{cx:A,cy:S,x01:-h,y01:-p,x11:A*(i/T-1),y11:S*(i/T-1)}}function w(t){this._context=t}function T(t){return new w(t)}function k(t){return t[0]}function M(t){return t[1]}function A(){var t=k,n=M,i=r(!0),a=null,o=T,s=null;function l(r){var l,c,u,f=r.length,h=!1;for(null==a&&(s=o(u=e.path())),l=0;l<=f;++l)!(l<f&&i(c=r[l],l,r))===h&&((h=!h)?s.lineStart():s.lineEnd()),h&&s.point(+t(c,l,r),+n(c,l,r));if(u)return s=null,u+\"\"||null}return l.x=function(e){return arguments.length?(t=\"function\"==typeof e?e:r(+e),l):t},l.y=function(t){return arguments.length?(n=\"function\"==typeof t?t:r(+t),l):n},l.defined=function(t){return arguments.length?(i=\"function\"==typeof t?t:r(!!t),l):i},l.curve=function(t){return arguments.length?(o=t,null!=a&&(s=o(a)),l):o},l.context=function(t){return arguments.length?(null==t?a=s=null:s=o(a=t),l):a},l}function S(){var t=k,n=null,i=r(0),a=M,o=r(!0),s=null,l=T,c=null;function u(r){var u,f,h,p,d,g=r.length,m=!1,v=new Array(g),y=new Array(g);for(null==s&&(c=l(d=e.path())),u=0;u<=g;++u){if(!(u<g&&o(p=r[u],u,r))===m)if(m=!m)f=u,c.areaStart(),c.lineStart();else{for(c.lineEnd(),c.lineStart(),h=u-1;h>=f;--h)c.point(v[h],y[h]);c.lineEnd(),c.areaEnd()}m&&(v[u]=+t(p,u,r),y[u]=+i(p,u,r),c.point(n?+n(p,u,r):v[u],a?+a(p,u,r):y[u]))}if(d)return c=null,d+\"\"||null}function f(){return A().defined(o).curve(l).context(s)}return u.x=function(e){return arguments.length?(t=\"function\"==typeof e?e:r(+e),n=null,u):t},u.x0=function(e){return arguments.length?(t=\"function\"==typeof e?e:r(+e),u):t},u.x1=function(t){return arguments.length?(n=null==t?null:\"function\"==typeof t?t:r(+t),u):n},u.y=function(t){return arguments.length?(i=\"function\"==typeof t?t:r(+t),a=null,u):i},u.y0=function(t){return arguments.length?(i=\"function\"==typeof t?t:r(+t),u):i},u.y1=function(t){return arguments.length?(a=null==t?null:\"function\"==typeof t?t:r(+t),u):a},u.lineX0=u.lineY0=function(){return f().x(t).y(i)},u.lineY1=function(){return f().x(t).y(a)},u.lineX1=function(){return f().x(n).y(i)},u.defined=function(t){return arguments.length?(o=\"function\"==typeof t?t:r(!!t),u):o},u.curve=function(t){return arguments.length?(l=t,null!=s&&(c=l(s)),u):l},u.context=function(t){return arguments.length?(null==t?s=c=null:c=l(s=t),u):s},u}function E(t,e){return e<t?-1:e>t?1:e>=t?0:NaN}function C(t){return t}w.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._point=0},lineEnd:function(){(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;default:this._context.lineTo(t,e)}}};var L=P(T);function I(t){this._curve=t}function P(t){function e(e){return new I(t(e))}return e._curve=t,e}function z(t){var e=t.curve;return t.angle=t.x,delete t.x,t.radius=t.y,delete t.y,t.curve=function(t){return arguments.length?e(P(t)):e()._curve},t}function O(){return z(A().curve(L))}function D(){var t=S().curve(L),e=t.curve,r=t.lineX0,n=t.lineX1,i=t.lineY0,a=t.lineY1;return t.angle=t.x,delete t.x,t.startAngle=t.x0,delete t.x0,t.endAngle=t.x1,delete t.x1,t.radius=t.y,delete t.y,t.innerRadius=t.y0,delete t.y0,t.outerRadius=t.y1,delete t.y1,t.lineStartAngle=function(){return z(r())},delete t.lineX0,t.lineEndAngle=function(){return z(n())},delete t.lineX1,t.lineInnerRadius=function(){return z(i())},delete t.lineY0,t.lineOuterRadius=function(){return z(a())},delete t.lineY1,t.curve=function(t){return arguments.length?e(P(t)):e()._curve},t}function R(t,e){return[(e=+e)*Math.cos(t-=Math.PI/2),e*Math.sin(t)]}I.prototype={areaStart:function(){this._curve.areaStart()},areaEnd:function(){this._curve.areaEnd()},lineStart:function(){this._curve.lineStart()},lineEnd:function(){this._curve.lineEnd()},point:function(t,e){this._curve.point(e*Math.sin(t),e*-Math.cos(t))}};var F=Array.prototype.slice;function B(t){return t.source}function N(t){return t.target}function j(t){var n=B,i=N,a=k,o=M,s=null;function l(){var r,l=F.call(arguments),c=n.apply(this,l),u=i.apply(this,l);if(s||(s=r=e.path()),t(s,+a.apply(this,(l[0]=c,l)),+o.apply(this,l),+a.apply(this,(l[0]=u,l)),+o.apply(this,l)),r)return s=null,r+\"\"||null}return l.source=function(t){return arguments.length?(n=t,l):n},l.target=function(t){return arguments.length?(i=t,l):i},l.x=function(t){return arguments.length?(a=\"function\"==typeof t?t:r(+t),l):a},l.y=function(t){return arguments.length?(o=\"function\"==typeof t?t:r(+t),l):o},l.context=function(t){return arguments.length?(s=null==t?null:t,l):s},l}function U(t,e,r,n,i){t.moveTo(e,r),t.bezierCurveTo(e=(e+n)/2,r,e,i,n,i)}function V(t,e,r,n,i){t.moveTo(e,r),t.bezierCurveTo(e,r=(r+i)/2,n,r,n,i)}function q(t,e,r,n,i){var a=R(e,r),o=R(e,r=(r+i)/2),s=R(n,r),l=R(n,i);t.moveTo(a[0],a[1]),t.bezierCurveTo(o[0],o[1],s[0],s[1],l[0],l[1])}var H={draw:function(t,e){var r=Math.sqrt(e/u);t.moveTo(r,0),t.arc(0,0,r,0,h)}},G={draw:function(t,e){var r=Math.sqrt(e/5)/2;t.moveTo(-3*r,-r),t.lineTo(-r,-r),t.lineTo(-r,-3*r),t.lineTo(r,-3*r),t.lineTo(r,-r),t.lineTo(3*r,-r),t.lineTo(3*r,r),t.lineTo(r,r),t.lineTo(r,3*r),t.lineTo(-r,3*r),t.lineTo(-r,r),t.lineTo(-3*r,r),t.closePath()}},Y=Math.sqrt(1/3),W=2*Y,X={draw:function(t,e){var r=Math.sqrt(e/W),n=r*Y;t.moveTo(0,-r),t.lineTo(n,0),t.lineTo(0,r),t.lineTo(-n,0),t.closePath()}},Z=Math.sin(u/10)/Math.sin(7*u/10),J=Math.sin(h/10)*Z,K=-Math.cos(h/10)*Z,Q={draw:function(t,e){var r=Math.sqrt(.8908130915292852*e),n=J*r,i=K*r;t.moveTo(0,-r),t.lineTo(n,i);for(var a=1;a<5;++a){var o=h*a/5,s=Math.cos(o),l=Math.sin(o);t.lineTo(l*r,-s*r),t.lineTo(s*n-l*i,l*n+s*i)}t.closePath()}},$={draw:function(t,e){var r=Math.sqrt(e),n=-r/2;t.rect(n,n,r,r)}},tt=Math.sqrt(3),et={draw:function(t,e){var r=-Math.sqrt(e/(3*tt));t.moveTo(0,2*r),t.lineTo(-tt*r,-r),t.lineTo(tt*r,-r),t.closePath()}},rt=-.5,nt=Math.sqrt(3)/2,it=1/Math.sqrt(12),at=3*(it/2+1),ot={draw:function(t,e){var r=Math.sqrt(e/at),n=r/2,i=r*it,a=n,o=r*it+r,s=-a,l=o;t.moveTo(n,i),t.lineTo(a,o),t.lineTo(s,l),t.lineTo(rt*n-nt*i,nt*n+rt*i),t.lineTo(rt*a-nt*o,nt*a+rt*o),t.lineTo(rt*s-nt*l,nt*s+rt*l),t.lineTo(rt*n+nt*i,rt*i-nt*n),t.lineTo(rt*a+nt*o,rt*o-nt*a),t.lineTo(rt*s+nt*l,rt*l-nt*s),t.closePath()}},st=[H,G,X,$,Q,et,ot];function lt(){}function ct(t,e,r){t._context.bezierCurveTo((2*t._x0+t._x1)/3,(2*t._y0+t._y1)/3,(t._x0+2*t._x1)/3,(t._y0+2*t._y1)/3,(t._x0+4*t._x1+e)/6,(t._y0+4*t._y1+r)/6)}function ut(t){this._context=t}function ft(t){this._context=t}function ht(t){this._context=t}function pt(t,e){this._basis=new ut(t),this._beta=e}ut.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._y0=this._y1=NaN,this._point=0},lineEnd:function(){switch(this._point){case 3:ct(this,this._x1,this._y1);case 2:this._context.lineTo(this._x1,this._y1)}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;break;case 2:this._point=3,this._context.lineTo((5*this._x0+this._x1)/6,(5*this._y0+this._y1)/6);default:ct(this,t,e)}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e}},ft.prototype={areaStart:lt,areaEnd:lt,lineStart:function(){this._x0=this._x1=this._x2=this._x3=this._x4=this._y0=this._y1=this._y2=this._y3=this._y4=NaN,this._point=0},lineEnd:function(){switch(this._point){case 1:this._context.moveTo(this._x2,this._y2),this._context.closePath();break;case 2:this._context.moveTo((this._x2+2*this._x3)/3,(this._y2+2*this._y3)/3),this._context.lineTo((this._x3+2*this._x2)/3,(this._y3+2*this._y2)/3),this._context.closePath();break;case 3:this.point(this._x2,this._y2),this.point(this._x3,this._y3),this.point(this._x4,this._y4)}},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._x2=t,this._y2=e;break;case 1:this._point=2,this._x3=t,this._y3=e;break;case 2:this._point=3,this._x4=t,this._y4=e,this._context.moveTo((this._x0+4*this._x1+t)/6,(this._y0+4*this._y1+e)/6);break;default:ct(this,t,e)}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e}},ht.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._y0=this._y1=NaN,this._point=0},lineEnd:function(){(this._line||0!==this._line&&3===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1;break;case 1:this._point=2;break;case 2:this._point=3;var r=(this._x0+4*this._x1+t)/6,n=(this._y0+4*this._y1+e)/6;this._line?this._context.lineTo(r,n):this._context.moveTo(r,n);break;case 3:this._point=4;default:ct(this,t,e)}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e}},pt.prototype={lineStart:function(){this._x=[],this._y=[],this._basis.lineStart()},lineEnd:function(){var t=this._x,e=this._y,r=t.length-1;if(r>0)for(var n,i=t[0],a=e[0],o=t[r]-i,s=e[r]-a,l=-1;++l<=r;)n=l/r,this._basis.point(this._beta*t[l]+(1-this._beta)*(i+n*o),this._beta*e[l]+(1-this._beta)*(a+n*s));this._x=this._y=null,this._basis.lineEnd()},point:function(t,e){this._x.push(+t),this._y.push(+e)}};var dt=function t(e){function r(t){return 1===e?new ut(t):new pt(t,e)}return r.beta=function(e){return t(+e)},r}(.85);function gt(t,e,r){t._context.bezierCurveTo(t._x1+t._k*(t._x2-t._x0),t._y1+t._k*(t._y2-t._y0),t._x2+t._k*(t._x1-e),t._y2+t._k*(t._y1-r),t._x2,t._y2)}function mt(t,e){this._context=t,this._k=(1-e)/6}mt.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._point=0},lineEnd:function(){switch(this._point){case 2:this._context.lineTo(this._x2,this._y2);break;case 3:gt(this,this._x1,this._y1)}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2,this._x1=t,this._y1=e;break;case 2:this._point=3;default:gt(this,t,e)}this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}};var vt=function t(e){function r(t){return new mt(t,e)}return r.tension=function(e){return t(+e)},r}(0);function yt(t,e){this._context=t,this._k=(1-e)/6}yt.prototype={areaStart:lt,areaEnd:lt,lineStart:function(){this._x0=this._x1=this._x2=this._x3=this._x4=this._x5=this._y0=this._y1=this._y2=this._y3=this._y4=this._y5=NaN,this._point=0},lineEnd:function(){switch(this._point){case 1:this._context.moveTo(this._x3,this._y3),this._context.closePath();break;case 2:this._context.lineTo(this._x3,this._y3),this._context.closePath();break;case 3:this.point(this._x3,this._y3),this.point(this._x4,this._y4),this.point(this._x5,this._y5)}},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._x3=t,this._y3=e;break;case 1:this._point=2,this._context.moveTo(this._x4=t,this._y4=e);break;case 2:this._point=3,this._x5=t,this._y5=e;break;default:gt(this,t,e)}this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}};var xt=function t(e){function r(t){return new yt(t,e)}return r.tension=function(e){return t(+e)},r}(0);function bt(t,e){this._context=t,this._k=(1-e)/6}bt.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._point=0},lineEnd:function(){(this._line||0!==this._line&&3===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1;break;case 1:this._point=2;break;case 2:this._point=3,this._line?this._context.lineTo(this._x2,this._y2):this._context.moveTo(this._x2,this._y2);break;case 3:this._point=4;default:gt(this,t,e)}this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}};var _t=function t(e){function r(t){return new bt(t,e)}return r.tension=function(e){return t(+e)},r}(0);function wt(t,e,r){var n=t._x1,i=t._y1,a=t._x2,o=t._y2;if(t._l01_a>1e-12){var s=2*t._l01_2a+3*t._l01_a*t._l12_a+t._l12_2a,l=3*t._l01_a*(t._l01_a+t._l12_a);n=(n*s-t._x0*t._l12_2a+t._x2*t._l01_2a)/l,i=(i*s-t._y0*t._l12_2a+t._y2*t._l01_2a)/l}if(t._l23_a>1e-12){var c=2*t._l23_2a+3*t._l23_a*t._l12_a+t._l12_2a,u=3*t._l23_a*(t._l23_a+t._l12_a);a=(a*c+t._x1*t._l23_2a-e*t._l12_2a)/u,o=(o*c+t._y1*t._l23_2a-r*t._l12_2a)/u}t._context.bezierCurveTo(n,i,a,o,t._x2,t._y2)}function Tt(t,e){this._context=t,this._alpha=e}Tt.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._l01_a=this._l12_a=this._l23_a=this._l01_2a=this._l12_2a=this._l23_2a=this._point=0},lineEnd:function(){switch(this._point){case 2:this._context.lineTo(this._x2,this._y2);break;case 3:this.point(this._x2,this._y2)}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){if(t=+t,e=+e,this._point){var r=this._x2-t,n=this._y2-e;this._l23_a=Math.sqrt(this._l23_2a=Math.pow(r*r+n*n,this._alpha))}switch(this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;break;case 2:this._point=3;default:wt(this,t,e)}this._l01_a=this._l12_a,this._l12_a=this._l23_a,this._l01_2a=this._l12_2a,this._l12_2a=this._l23_2a,this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}};var kt=function t(e){function r(t){return e?new Tt(t,e):new mt(t,0)}return r.alpha=function(e){return t(+e)},r}(.5);function Mt(t,e){this._context=t,this._alpha=e}Mt.prototype={areaStart:lt,areaEnd:lt,lineStart:function(){this._x0=this._x1=this._x2=this._x3=this._x4=this._x5=this._y0=this._y1=this._y2=this._y3=this._y4=this._y5=NaN,this._l01_a=this._l12_a=this._l23_a=this._l01_2a=this._l12_2a=this._l23_2a=this._point=0},lineEnd:function(){switch(this._point){case 1:this._context.moveTo(this._x3,this._y3),this._context.closePath();break;case 2:this._context.lineTo(this._x3,this._y3),this._context.closePath();break;case 3:this.point(this._x3,this._y3),this.point(this._x4,this._y4),this.point(this._x5,this._y5)}},point:function(t,e){if(t=+t,e=+e,this._point){var r=this._x2-t,n=this._y2-e;this._l23_a=Math.sqrt(this._l23_2a=Math.pow(r*r+n*n,this._alpha))}switch(this._point){case 0:this._point=1,this._x3=t,this._y3=e;break;case 1:this._point=2,this._context.moveTo(this._x4=t,this._y4=e);break;case 2:this._point=3,this._x5=t,this._y5=e;break;default:wt(this,t,e)}this._l01_a=this._l12_a,this._l12_a=this._l23_a,this._l01_2a=this._l12_2a,this._l12_2a=this._l23_2a,this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}};var At=function t(e){function r(t){return e?new Mt(t,e):new yt(t,0)}return r.alpha=function(e){return t(+e)},r}(.5);function St(t,e){this._context=t,this._alpha=e}St.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._l01_a=this._l12_a=this._l23_a=this._l01_2a=this._l12_2a=this._l23_2a=this._point=0},lineEnd:function(){(this._line||0!==this._line&&3===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){if(t=+t,e=+e,this._point){var r=this._x2-t,n=this._y2-e;this._l23_a=Math.sqrt(this._l23_2a=Math.pow(r*r+n*n,this._alpha))}switch(this._point){case 0:this._point=1;break;case 1:this._point=2;break;case 2:this._point=3,this._line?this._context.lineTo(this._x2,this._y2):this._context.moveTo(this._x2,this._y2);break;case 3:this._point=4;default:wt(this,t,e)}this._l01_a=this._l12_a,this._l12_a=this._l23_a,this._l01_2a=this._l12_2a,this._l12_2a=this._l23_2a,this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}};var Et=function t(e){function r(t){return e?new St(t,e):new bt(t,0)}return r.alpha=function(e){return t(+e)},r}(.5);function Ct(t){this._context=t}function Lt(t){return t<0?-1:1}function It(t,e,r){var n=t._x1-t._x0,i=e-t._x1,a=(t._y1-t._y0)/(n||i<0&&-0),o=(r-t._y1)/(i||n<0&&-0),s=(a*i+o*n)/(n+i);return(Lt(a)+Lt(o))*Math.min(Math.abs(a),Math.abs(o),.5*Math.abs(s))||0}function Pt(t,e){var r=t._x1-t._x0;return r?(3*(t._y1-t._y0)/r-e)/2:e}function zt(t,e,r){var n=t._x0,i=t._y0,a=t._x1,o=t._y1,s=(a-n)/3;t._context.bezierCurveTo(n+s,i+s*e,a-s,o-s*r,a,o)}function Ot(t){this._context=t}function Dt(t){this._context=new Rt(t)}function Rt(t){this._context=t}function Ft(t){this._context=t}function Bt(t){var e,r,n=t.length-1,i=new Array(n),a=new Array(n),o=new Array(n);for(i[0]=0,a[0]=2,o[0]=t[0]+2*t[1],e=1;e<n-1;++e)i[e]=1,a[e]=4,o[e]=4*t[e]+2*t[e+1];for(i[n-1]=2,a[n-1]=7,o[n-1]=8*t[n-1]+t[n],e=1;e<n;++e)r=i[e]/a[e-1],a[e]-=r,o[e]-=r*o[e-1];for(i[n-1]=o[n-1]/a[n-1],e=n-2;e>=0;--e)i[e]=(o[e]-i[e+1])/a[e];for(a[n-1]=(t[n]+i[n-1])/2,e=0;e<n-1;++e)a[e]=2*t[e+1]-i[e+1];return[i,a]}function Nt(t,e){this._context=t,this._t=e}function jt(t,e){if((i=t.length)>1)for(var r,n,i,a=1,o=t[e[0]],s=o.length;a<i;++a)for(n=o,o=t[e[a]],r=0;r<s;++r)o[r][1]+=o[r][0]=isNaN(n[r][1])?n[r][0]:n[r][1]}function Ut(t){for(var e=t.length,r=new Array(e);--e>=0;)r[e]=e;return r}function Vt(t,e){return t[e]}function qt(t){var e=t.map(Ht);return Ut(t).sort((function(t,r){return e[t]-e[r]}))}function Ht(t){for(var e,r=-1,n=0,i=t.length,a=-1/0;++r<i;)(e=+t[r][1])>a&&(a=e,n=r);return n}function Gt(t){var e=t.map(Yt);return Ut(t).sort((function(t,r){return e[t]-e[r]}))}function Yt(t){for(var e,r=0,n=-1,i=t.length;++n<i;)(e=+t[n][1])&&(r+=e);return r}Ct.prototype={areaStart:lt,areaEnd:lt,lineStart:function(){this._point=0},lineEnd:function(){this._point&&this._context.closePath()},point:function(t,e){t=+t,e=+e,this._point?this._context.lineTo(t,e):(this._point=1,this._context.moveTo(t,e))}},Ot.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._y0=this._y1=this._t0=NaN,this._point=0},lineEnd:function(){switch(this._point){case 2:this._context.lineTo(this._x1,this._y1);break;case 3:zt(this,this._t0,Pt(this,this._t0))}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){var r=NaN;if(e=+e,(t=+t)!==this._x1||e!==this._y1){switch(this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;break;case 2:this._point=3,zt(this,Pt(this,r=It(this,t,e)),r);break;default:zt(this,this._t0,r=It(this,t,e))}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e,this._t0=r}}},(Dt.prototype=Object.create(Ot.prototype)).point=function(t,e){Ot.prototype.point.call(this,e,t)},Rt.prototype={moveTo:function(t,e){this._context.moveTo(e,t)},closePath:function(){this._context.closePath()},lineTo:function(t,e){this._context.lineTo(e,t)},bezierCurveTo:function(t,e,r,n,i,a){this._context.bezierCurveTo(e,t,n,r,a,i)}},Ft.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x=[],this._y=[]},lineEnd:function(){var t=this._x,e=this._y,r=t.length;if(r)if(this._line?this._context.lineTo(t[0],e[0]):this._context.moveTo(t[0],e[0]),2===r)this._context.lineTo(t[1],e[1]);else for(var n=Bt(t),i=Bt(e),a=0,o=1;o<r;++a,++o)this._context.bezierCurveTo(n[0][a],i[0][a],n[1][a],i[1][a],t[o],e[o]);(this._line||0!==this._line&&1===r)&&this._context.closePath(),this._line=1-this._line,this._x=this._y=null},point:function(t,e){this._x.push(+t),this._y.push(+e)}},Nt.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x=this._y=NaN,this._point=0},lineEnd:function(){0<this._t&&this._t<1&&2===this._point&&this._context.lineTo(this._x,this._y),(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line>=0&&(this._t=1-this._t,this._line=1-this._line)},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;default:if(this._t<=0)this._context.lineTo(this._x,e),this._context.lineTo(t,e);else{var r=this._x*(1-this._t)+t*this._t;this._context.lineTo(r,this._y),this._context.lineTo(r,e)}}this._x=t,this._y=e}},t.arc=function(){var t=g,o=m,w=r(0),T=null,k=v,M=y,A=x,S=null;function E(){var r,g,m=+t.apply(this,arguments),v=+o.apply(this,arguments),y=k.apply(this,arguments)-f,x=M.apply(this,arguments)-f,E=n(x-y),C=x>y;if(S||(S=r=e.path()),v<m&&(g=v,v=m,m=g),v>1e-12)if(E>h-1e-12)S.moveTo(v*a(y),v*l(y)),S.arc(0,0,v,y,x,!C),m>1e-12&&(S.moveTo(m*a(x),m*l(x)),S.arc(0,0,m,x,y,C));else{var L,I,P=y,z=x,O=y,D=x,R=E,F=E,B=A.apply(this,arguments)/2,N=B>1e-12&&(T?+T.apply(this,arguments):c(m*m+v*v)),j=s(n(v-m)/2,+w.apply(this,arguments)),U=j,V=j;if(N>1e-12){var q=d(N/m*l(B)),H=d(N/v*l(B));(R-=2*q)>1e-12?(O+=q*=C?1:-1,D-=q):(R=0,O=D=(y+x)/2),(F-=2*H)>1e-12?(P+=H*=C?1:-1,z-=H):(F=0,P=z=(y+x)/2)}var G=v*a(P),Y=v*l(P),W=m*a(D),X=m*l(D);if(j>1e-12){var Z,J=v*a(z),K=v*l(z),Q=m*a(O),$=m*l(O);if(E<u&&(Z=b(G,Y,Q,$,J,K,W,X))){var tt=G-Z[0],et=Y-Z[1],rt=J-Z[0],nt=K-Z[1],it=1/l(p((tt*rt+et*nt)/(c(tt*tt+et*et)*c(rt*rt+nt*nt)))/2),at=c(Z[0]*Z[0]+Z[1]*Z[1]);U=s(j,(m-at)/(it-1)),V=s(j,(v-at)/(it+1))}}F>1e-12?V>1e-12?(L=_(Q,$,G,Y,v,V,C),I=_(J,K,W,X,v,V,C),S.moveTo(L.cx+L.x01,L.cy+L.y01),V<j?S.arc(L.cx,L.cy,V,i(L.y01,L.x01),i(I.y01,I.x01),!C):(S.arc(L.cx,L.cy,V,i(L.y01,L.x01),i(L.y11,L.x11),!C),S.arc(0,0,v,i(L.cy+L.y11,L.cx+L.x11),i(I.cy+I.y11,I.cx+I.x11),!C),S.arc(I.cx,I.cy,V,i(I.y11,I.x11),i(I.y01,I.x01),!C))):(S.moveTo(G,Y),S.arc(0,0,v,P,z,!C)):S.moveTo(G,Y),m>1e-12&&R>1e-12?U>1e-12?(L=_(W,X,J,K,m,-U,C),I=_(G,Y,Q,$,m,-U,C),S.lineTo(L.cx+L.x01,L.cy+L.y01),U<j?S.arc(L.cx,L.cy,U,i(L.y01,L.x01),i(I.y01,I.x01),!C):(S.arc(L.cx,L.cy,U,i(L.y01,L.x01),i(L.y11,L.x11),!C),S.arc(0,0,m,i(L.cy+L.y11,L.cx+L.x11),i(I.cy+I.y11,I.cx+I.x11),C),S.arc(I.cx,I.cy,U,i(I.y11,I.x11),i(I.y01,I.x01),!C))):S.arc(0,0,m,D,O,C):S.lineTo(W,X)}else S.moveTo(0,0);if(S.closePath(),r)return S=null,r+\"\"||null}return E.centroid=function(){var e=(+t.apply(this,arguments)+ +o.apply(this,arguments))/2,r=(+k.apply(this,arguments)+ +M.apply(this,arguments))/2-u/2;return[a(r)*e,l(r)*e]},E.innerRadius=function(e){return arguments.length?(t=\"function\"==typeof e?e:r(+e),E):t},E.outerRadius=function(t){return arguments.length?(o=\"function\"==typeof t?t:r(+t),E):o},E.cornerRadius=function(t){return arguments.length?(w=\"function\"==typeof t?t:r(+t),E):w},E.padRadius=function(t){return arguments.length?(T=null==t?null:\"function\"==typeof t?t:r(+t),E):T},E.startAngle=function(t){return arguments.length?(k=\"function\"==typeof t?t:r(+t),E):k},E.endAngle=function(t){return arguments.length?(M=\"function\"==typeof t?t:r(+t),E):M},E.padAngle=function(t){return arguments.length?(A=\"function\"==typeof t?t:r(+t),E):A},E.context=function(t){return arguments.length?(S=null==t?null:t,E):S},E},t.area=S,t.areaRadial=D,t.curveBasis=function(t){return new ut(t)},t.curveBasisClosed=function(t){return new ft(t)},t.curveBasisOpen=function(t){return new ht(t)},t.curveBundle=dt,t.curveCardinal=vt,t.curveCardinalClosed=xt,t.curveCardinalOpen=_t,t.curveCatmullRom=kt,t.curveCatmullRomClosed=At,t.curveCatmullRomOpen=Et,t.curveLinear=T,t.curveLinearClosed=function(t){return new Ct(t)},t.curveMonotoneX=function(t){return new Ot(t)},t.curveMonotoneY=function(t){return new Dt(t)},t.curveNatural=function(t){return new Ft(t)},t.curveStep=function(t){return new Nt(t,.5)},t.curveStepAfter=function(t){return new Nt(t,1)},t.curveStepBefore=function(t){return new Nt(t,0)},t.line=A,t.lineRadial=O,t.linkHorizontal=function(){return j(U)},t.linkRadial=function(){var t=j(q);return t.angle=t.x,delete t.x,t.radius=t.y,delete t.y,t},t.linkVertical=function(){return j(V)},t.pie=function(){var t=C,e=E,n=null,i=r(0),a=r(h),o=r(0);function s(r){var s,l,c,u,f,p=r.length,d=0,g=new Array(p),m=new Array(p),v=+i.apply(this,arguments),y=Math.min(h,Math.max(-h,a.apply(this,arguments)-v)),x=Math.min(Math.abs(y)/p,o.apply(this,arguments)),b=x*(y<0?-1:1);for(s=0;s<p;++s)(f=m[g[s]=s]=+t(r[s],s,r))>0&&(d+=f);for(null!=e?g.sort((function(t,r){return e(m[t],m[r])})):null!=n&&g.sort((function(t,e){return n(r[t],r[e])})),s=0,c=d?(y-p*b)/d:0;s<p;++s,v=u)l=g[s],u=v+((f=m[l])>0?f*c:0)+b,m[l]={data:r[l],index:s,value:f,startAngle:v,endAngle:u,padAngle:x};return m}return s.value=function(e){return arguments.length?(t=\"function\"==typeof e?e:r(+e),s):t},s.sortValues=function(t){return arguments.length?(e=t,n=null,s):e},s.sort=function(t){return arguments.length?(n=t,e=null,s):n},s.startAngle=function(t){return arguments.length?(i=\"function\"==typeof t?t:r(+t),s):i},s.endAngle=function(t){return arguments.length?(a=\"function\"==typeof t?t:r(+t),s):a},s.padAngle=function(t){return arguments.length?(o=\"function\"==typeof t?t:r(+t),s):o},s},t.pointRadial=R,t.radialArea=D,t.radialLine=O,t.stack=function(){var t=r([]),e=Ut,n=jt,i=Vt;function a(r){var a,o,s=t.apply(this,arguments),l=r.length,c=s.length,u=new Array(c);for(a=0;a<c;++a){for(var f,h=s[a],p=u[a]=new Array(l),d=0;d<l;++d)p[d]=f=[0,+i(r[d],h,d,r)],f.data=r[d];p.key=h}for(a=0,o=e(u);a<c;++a)u[o[a]].index=a;return n(u,o),u}return a.keys=function(e){return arguments.length?(t=\"function\"==typeof e?e:r(F.call(e)),a):t},a.value=function(t){return arguments.length?(i=\"function\"==typeof t?t:r(+t),a):i},a.order=function(t){return arguments.length?(e=null==t?Ut:\"function\"==typeof t?t:r(F.call(t)),a):e},a.offset=function(t){return arguments.length?(n=null==t?jt:t,a):n},a},t.stackOffsetDiverging=function(t,e){if((s=t.length)>0)for(var r,n,i,a,o,s,l=0,c=t[e[0]].length;l<c;++l)for(a=o=0,r=0;r<s;++r)(i=(n=t[e[r]][l])[1]-n[0])>0?(n[0]=a,n[1]=a+=i):i<0?(n[1]=o,n[0]=o+=i):(n[0]=0,n[1]=i)},t.stackOffsetExpand=function(t,e){if((n=t.length)>0){for(var r,n,i,a=0,o=t[0].length;a<o;++a){for(i=r=0;r<n;++r)i+=t[r][a][1]||0;if(i)for(r=0;r<n;++r)t[r][a][1]/=i}jt(t,e)}},t.stackOffsetNone=jt,t.stackOffsetSilhouette=function(t,e){if((r=t.length)>0){for(var r,n=0,i=t[e[0]],a=i.length;n<a;++n){for(var o=0,s=0;o<r;++o)s+=t[o][n][1]||0;i[n][1]+=i[n][0]=-s/2}jt(t,e)}},t.stackOffsetWiggle=function(t,e){if((i=t.length)>0&&(n=(r=t[e[0]]).length)>0){for(var r,n,i,a=0,o=1;o<n;++o){for(var s=0,l=0,c=0;s<i;++s){for(var u=t[e[s]],f=u[o][1]||0,h=(f-(u[o-1][1]||0))/2,p=0;p<s;++p){var d=t[e[p]];h+=(d[o][1]||0)-(d[o-1][1]||0)}l+=f,c+=h*f}r[o-1][1]+=r[o-1][0]=a,l&&(a-=c/l)}r[o-1][1]+=r[o-1][0]=a,jt(t,e)}},t.stackOrderAppearance=qt,t.stackOrderAscending=Gt,t.stackOrderDescending=function(t){return Gt(t).reverse()},t.stackOrderInsideOut=function(t){var e,r,n=t.length,i=t.map(Yt),a=qt(t),o=0,s=0,l=[],c=[];for(e=0;e<n;++e)r=a[e],o<s?(o+=i[r],l.push(r)):(s+=i[r],c.push(r));return c.reverse().concat(l)},t.stackOrderNone=Ut,t.stackOrderReverse=function(t){return Ut(t).reverse()},t.symbol=function(){var t=r(H),n=r(64),i=null;function a(){var r;if(i||(i=r=e.path()),t.apply(this,arguments).draw(i,+n.apply(this,arguments)),r)return i=null,r+\"\"||null}return a.type=function(e){return arguments.length?(t=\"function\"==typeof e?e:r(e),a):t},a.size=function(t){return arguments.length?(n=\"function\"==typeof t?t:r(+t),a):n},a.context=function(t){return arguments.length?(i=null==t?null:t,a):i},a},t.symbolCircle=H,t.symbolCross=G,t.symbolDiamond=X,t.symbolSquare=$,t.symbolStar=Q,t.symbolTriangle=et,t.symbolWye=ot,t.symbols=st,Object.defineProperty(t,\"__esModule\",{value:!0})}))},{\"d3-path\":163}],166:[function(t,e,r){!function(n,i){\"object\"==typeof r&&\"undefined\"!=typeof e?i(r,t(\"d3-time\")):i((n=n||self).d3=n.d3||{},n.d3)}(this,(function(t,e){\"use strict\";function r(t){if(0<=t.y&&t.y<100){var e=new Date(-1,t.m,t.d,t.H,t.M,t.S,t.L);return e.setFullYear(t.y),e}return new Date(t.y,t.m,t.d,t.H,t.M,t.S,t.L)}function n(t){if(0<=t.y&&t.y<100){var e=new Date(Date.UTC(-1,t.m,t.d,t.H,t.M,t.S,t.L));return e.setUTCFullYear(t.y),e}return new Date(Date.UTC(t.y,t.m,t.d,t.H,t.M,t.S,t.L))}function i(t,e,r){return{y:t,m:e,d:r,H:0,M:0,S:0,L:0}}function a(t){var a=t.dateTime,o=t.date,l=t.time,c=t.periods,u=t.days,f=t.shortDays,h=t.months,yt=t.shortMonths,xt=p(c),bt=d(c),_t=p(u),wt=d(u),Tt=p(f),kt=d(f),Mt=p(h),At=d(h),St=p(yt),Et=d(yt),Ct={a:function(t){return f[t.getDay()]},A:function(t){return u[t.getDay()]},b:function(t){return yt[t.getMonth()]},B:function(t){return h[t.getMonth()]},c:null,d:D,e:D,f:j,H:R,I:F,j:B,L:N,m:U,M:V,p:function(t){return c[+(t.getHours()>=12)]},q:function(t){return 1+~~(t.getMonth()/3)},Q:mt,s:vt,S:q,u:H,U:G,V:Y,w:W,W:X,x:null,X:null,y:Z,Y:J,Z:K,\"%\":gt},Lt={a:function(t){return f[t.getUTCDay()]},A:function(t){return u[t.getUTCDay()]},b:function(t){return yt[t.getUTCMonth()]},B:function(t){return h[t.getUTCMonth()]},c:null,d:Q,e:Q,f:nt,H:$,I:tt,j:et,L:rt,m:it,M:at,p:function(t){return c[+(t.getUTCHours()>=12)]},q:function(t){return 1+~~(t.getUTCMonth()/3)},Q:mt,s:vt,S:ot,u:st,U:lt,V:ct,w:ut,W:ft,x:null,X:null,y:ht,Y:pt,Z:dt,\"%\":gt},It={a:function(t,e,r){var n=Tt.exec(e.slice(r));return n?(t.w=kt[n[0].toLowerCase()],r+n[0].length):-1},A:function(t,e,r){var n=_t.exec(e.slice(r));return n?(t.w=wt[n[0].toLowerCase()],r+n[0].length):-1},b:function(t,e,r){var n=St.exec(e.slice(r));return n?(t.m=Et[n[0].toLowerCase()],r+n[0].length):-1},B:function(t,e,r){var n=Mt.exec(e.slice(r));return n?(t.m=At[n[0].toLowerCase()],r+n[0].length):-1},c:function(t,e,r){return Ot(t,a,e,r)},d:M,e:M,f:I,H:S,I:S,j:A,L:L,m:k,M:E,p:function(t,e,r){var n=xt.exec(e.slice(r));return n?(t.p=bt[n[0].toLowerCase()],r+n[0].length):-1},q:T,Q:z,s:O,S:C,u:m,U:v,V:y,w:g,W:x,x:function(t,e,r){return Ot(t,o,e,r)},X:function(t,e,r){return Ot(t,l,e,r)},y:_,Y:b,Z:w,\"%\":P};function Pt(t,e){return function(r){var n,i,a,o=[],l=-1,c=0,u=t.length;for(r instanceof Date||(r=new Date(+r));++l<u;)37===t.charCodeAt(l)&&(o.push(t.slice(c,l)),null!=(i=s[n=t.charAt(++l)])?n=t.charAt(++l):i=\"e\"===n?\" \":\"0\",(a=e[n])&&(n=a(r,i)),o.push(n),c=l+1);return o.push(t.slice(c,l)),o.join(\"\")}}function zt(t,a){return function(o){var s,l,c=i(1900,void 0,1);if(Ot(c,t,o+=\"\",0)!=o.length)return null;if(\"Q\"in c)return new Date(c.Q);if(\"s\"in c)return new Date(1e3*c.s+(\"L\"in c?c.L:0));if(a&&!(\"Z\"in c)&&(c.Z=0),\"p\"in c&&(c.H=c.H%12+12*c.p),void 0===c.m&&(c.m=\"q\"in c?c.q:0),\"V\"in c){if(c.V<1||c.V>53)return null;\"w\"in c||(c.w=1),\"Z\"in c?(l=(s=n(i(c.y,0,1))).getUTCDay(),s=l>4||0===l?e.utcMonday.ceil(s):e.utcMonday(s),s=e.utcDay.offset(s,7*(c.V-1)),c.y=s.getUTCFullYear(),c.m=s.getUTCMonth(),c.d=s.getUTCDate()+(c.w+6)%7):(l=(s=r(i(c.y,0,1))).getDay(),s=l>4||0===l?e.timeMonday.ceil(s):e.timeMonday(s),s=e.timeDay.offset(s,7*(c.V-1)),c.y=s.getFullYear(),c.m=s.getMonth(),c.d=s.getDate()+(c.w+6)%7)}else(\"W\"in c||\"U\"in c)&&(\"w\"in c||(c.w=\"u\"in c?c.u%7:\"W\"in c?1:0),l=\"Z\"in c?n(i(c.y,0,1)).getUTCDay():r(i(c.y,0,1)).getDay(),c.m=0,c.d=\"W\"in c?(c.w+6)%7+7*c.W-(l+5)%7:c.w+7*c.U-(l+6)%7);return\"Z\"in c?(c.H+=c.Z/100|0,c.M+=c.Z%100,n(c)):r(c)}}function Ot(t,e,r,n){for(var i,a,o=0,l=e.length,c=r.length;o<l;){if(n>=c)return-1;if(37===(i=e.charCodeAt(o++))){if(i=e.charAt(o++),!(a=It[i in s?e.charAt(o++):i])||(n=a(t,r,n))<0)return-1}else if(i!=r.charCodeAt(n++))return-1}return n}return Ct.x=Pt(o,Ct),Ct.X=Pt(l,Ct),Ct.c=Pt(a,Ct),Lt.x=Pt(o,Lt),Lt.X=Pt(l,Lt),Lt.c=Pt(a,Lt),{format:function(t){var e=Pt(t+=\"\",Ct);return e.toString=function(){return t},e},parse:function(t){var e=zt(t+=\"\",!1);return e.toString=function(){return t},e},utcFormat:function(t){var e=Pt(t+=\"\",Lt);return e.toString=function(){return t},e},utcParse:function(t){var e=zt(t+=\"\",!0);return e.toString=function(){return t},e}}}var o,s={\"-\":\"\",_:\" \",0:\"0\"},l=/^\\s*\\d+/,c=/^%/,u=/[\\\\^$*+?|[\\]().{}]/g;function f(t,e,r){var n=t<0?\"-\":\"\",i=(n?-t:t)+\"\",a=i.length;return n+(a<r?new Array(r-a+1).join(e)+i:i)}function h(t){return t.replace(u,\"\\\\$&\")}function p(t){return new RegExp(\"^(?:\"+t.map(h).join(\"|\")+\")\",\"i\")}function d(t){for(var e={},r=-1,n=t.length;++r<n;)e[t[r].toLowerCase()]=r;return e}function g(t,e,r){var n=l.exec(e.slice(r,r+1));return n?(t.w=+n[0],r+n[0].length):-1}function m(t,e,r){var n=l.exec(e.slice(r,r+1));return n?(t.u=+n[0],r+n[0].length):-1}function v(t,e,r){var n=l.exec(e.slice(r,r+2));return n?(t.U=+n[0],r+n[0].length):-1}function y(t,e,r){var n=l.exec(e.slice(r,r+2));return n?(t.V=+n[0],r+n[0].length):-1}function x(t,e,r){var n=l.exec(e.slice(r,r+2));return n?(t.W=+n[0],r+n[0].length):-1}function b(t,e,r){var n=l.exec(e.slice(r,r+4));return n?(t.y=+n[0],r+n[0].length):-1}function _(t,e,r){var n=l.exec(e.slice(r,r+2));return n?(t.y=+n[0]+(+n[0]>68?1900:2e3),r+n[0].length):-1}function w(t,e,r){var n=/^(Z)|([+-]\\d\\d)(?::?(\\d\\d))?/.exec(e.slice(r,r+6));return n?(t.Z=n[1]?0:-(n[2]+(n[3]||\"00\")),r+n[0].length):-1}function T(t,e,r){var n=l.exec(e.slice(r,r+1));return n?(t.q=3*n[0]-3,r+n[0].length):-1}function k(t,e,r){var n=l.exec(e.slice(r,r+2));return n?(t.m=n[0]-1,r+n[0].length):-1}function M(t,e,r){var n=l.exec(e.slice(r,r+2));return n?(t.d=+n[0],r+n[0].length):-1}function A(t,e,r){var n=l.exec(e.slice(r,r+3));return n?(t.m=0,t.d=+n[0],r+n[0].length):-1}function S(t,e,r){var n=l.exec(e.slice(r,r+2));return n?(t.H=+n[0],r+n[0].length):-1}function E(t,e,r){var n=l.exec(e.slice(r,r+2));return n?(t.M=+n[0],r+n[0].length):-1}function C(t,e,r){var n=l.exec(e.slice(r,r+2));return n?(t.S=+n[0],r+n[0].length):-1}function L(t,e,r){var n=l.exec(e.slice(r,r+3));return n?(t.L=+n[0],r+n[0].length):-1}function I(t,e,r){var n=l.exec(e.slice(r,r+6));return n?(t.L=Math.floor(n[0]/1e3),r+n[0].length):-1}function P(t,e,r){var n=c.exec(e.slice(r,r+1));return n?r+n[0].length:-1}function z(t,e,r){var n=l.exec(e.slice(r));return n?(t.Q=+n[0],r+n[0].length):-1}function O(t,e,r){var n=l.exec(e.slice(r));return n?(t.s=+n[0],r+n[0].length):-1}function D(t,e){return f(t.getDate(),e,2)}function R(t,e){return f(t.getHours(),e,2)}function F(t,e){return f(t.getHours()%12||12,e,2)}function B(t,r){return f(1+e.timeDay.count(e.timeYear(t),t),r,3)}function N(t,e){return f(t.getMilliseconds(),e,3)}function j(t,e){return N(t,e)+\"000\"}function U(t,e){return f(t.getMonth()+1,e,2)}function V(t,e){return f(t.getMinutes(),e,2)}function q(t,e){return f(t.getSeconds(),e,2)}function H(t){var e=t.getDay();return 0===e?7:e}function G(t,r){return f(e.timeSunday.count(e.timeYear(t)-1,t),r,2)}function Y(t,r){var n=t.getDay();return t=n>=4||0===n?e.timeThursday(t):e.timeThursday.ceil(t),f(e.timeThursday.count(e.timeYear(t),t)+(4===e.timeYear(t).getDay()),r,2)}function W(t){return t.getDay()}function X(t,r){return f(e.timeMonday.count(e.timeYear(t)-1,t),r,2)}function Z(t,e){return f(t.getFullYear()%100,e,2)}function J(t,e){return f(t.getFullYear()%1e4,e,4)}function K(t){var e=t.getTimezoneOffset();return(e>0?\"-\":(e*=-1,\"+\"))+f(e/60|0,\"0\",2)+f(e%60,\"0\",2)}function Q(t,e){return f(t.getUTCDate(),e,2)}function $(t,e){return f(t.getUTCHours(),e,2)}function tt(t,e){return f(t.getUTCHours()%12||12,e,2)}function et(t,r){return f(1+e.utcDay.count(e.utcYear(t),t),r,3)}function rt(t,e){return f(t.getUTCMilliseconds(),e,3)}function nt(t,e){return rt(t,e)+\"000\"}function it(t,e){return f(t.getUTCMonth()+1,e,2)}function at(t,e){return f(t.getUTCMinutes(),e,2)}function ot(t,e){return f(t.getUTCSeconds(),e,2)}function st(t){var e=t.getUTCDay();return 0===e?7:e}function lt(t,r){return f(e.utcSunday.count(e.utcYear(t)-1,t),r,2)}function ct(t,r){var n=t.getUTCDay();return t=n>=4||0===n?e.utcThursday(t):e.utcThursday.ceil(t),f(e.utcThursday.count(e.utcYear(t),t)+(4===e.utcYear(t).getUTCDay()),r,2)}function ut(t){return t.getUTCDay()}function ft(t,r){return f(e.utcMonday.count(e.utcYear(t)-1,t),r,2)}function ht(t,e){return f(t.getUTCFullYear()%100,e,2)}function pt(t,e){return f(t.getUTCFullYear()%1e4,e,4)}function dt(){return\"+0000\"}function gt(){return\"%\"}function mt(t){return+t}function vt(t){return Math.floor(+t/1e3)}function yt(e){return o=a(e),t.timeFormat=o.format,t.timeParse=o.parse,t.utcFormat=o.utcFormat,t.utcParse=o.utcParse,o}yt({dateTime:\"%x, %X\",date:\"%-m/%-d/%Y\",time:\"%-I:%M:%S %p\",periods:[\"AM\",\"PM\"],days:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],shortDays:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],months:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],shortMonths:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"]});var xt=Date.prototype.toISOString?function(t){return t.toISOString()}:t.utcFormat(\"%Y-%m-%dT%H:%M:%S.%LZ\");var bt=+new Date(\"2000-01-01T00:00:00.000Z\")?function(t){var e=new Date(t);return isNaN(e)?null:e}:t.utcParse(\"%Y-%m-%dT%H:%M:%S.%LZ\");t.isoFormat=xt,t.isoParse=bt,t.timeFormatDefaultLocale=yt,t.timeFormatLocale=a,Object.defineProperty(t,\"__esModule\",{value:!0})}))},{\"d3-time\":167}],167:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?n(r):n((t=t||self).d3=t.d3||{})}(this,(function(t){\"use strict\";var e=new Date,r=new Date;function n(t,i,a,o){function s(e){return t(e=0===arguments.length?new Date:new Date(+e)),e}return s.floor=function(e){return t(e=new Date(+e)),e},s.ceil=function(e){return t(e=new Date(e-1)),i(e,1),t(e),e},s.round=function(t){var e=s(t),r=s.ceil(t);return t-e<r-t?e:r},s.offset=function(t,e){return i(t=new Date(+t),null==e?1:Math.floor(e)),t},s.range=function(e,r,n){var a,o=[];if(e=s.ceil(e),n=null==n?1:Math.floor(n),!(e<r&&n>0))return o;do{o.push(a=new Date(+e)),i(e,n),t(e)}while(a<e&&e<r);return o},s.filter=function(e){return n((function(r){if(r>=r)for(;t(r),!e(r);)r.setTime(r-1)}),(function(t,r){if(t>=t)if(r<0)for(;++r<=0;)for(;i(t,-1),!e(t););else for(;--r>=0;)for(;i(t,1),!e(t););}))},a&&(s.count=function(n,i){return e.setTime(+n),r.setTime(+i),t(e),t(r),Math.floor(a(e,r))},s.every=function(t){return t=Math.floor(t),isFinite(t)&&t>0?t>1?s.filter(o?function(e){return o(e)%t==0}:function(e){return s.count(0,e)%t==0}):s:null}),s}var i=n((function(){}),(function(t,e){t.setTime(+t+e)}),(function(t,e){return e-t}));i.every=function(t){return t=Math.floor(t),isFinite(t)&&t>0?t>1?n((function(e){e.setTime(Math.floor(e/t)*t)}),(function(e,r){e.setTime(+e+r*t)}),(function(e,r){return(r-e)/t})):i:null};var a=i.range,o=n((function(t){t.setTime(t-t.getMilliseconds())}),(function(t,e){t.setTime(+t+1e3*e)}),(function(t,e){return(e-t)/1e3}),(function(t){return t.getUTCSeconds()})),s=o.range,l=n((function(t){t.setTime(t-t.getMilliseconds()-1e3*t.getSeconds())}),(function(t,e){t.setTime(+t+6e4*e)}),(function(t,e){return(e-t)/6e4}),(function(t){return t.getMinutes()})),c=l.range,u=n((function(t){t.setTime(t-t.getMilliseconds()-1e3*t.getSeconds()-6e4*t.getMinutes())}),(function(t,e){t.setTime(+t+36e5*e)}),(function(t,e){return(e-t)/36e5}),(function(t){return t.getHours()})),f=u.range,h=n((function(t){t.setHours(0,0,0,0)}),(function(t,e){t.setDate(t.getDate()+e)}),(function(t,e){return(e-t-6e4*(e.getTimezoneOffset()-t.getTimezoneOffset()))/864e5}),(function(t){return t.getDate()-1})),p=h.range;function d(t){return n((function(e){e.setDate(e.getDate()-(e.getDay()+7-t)%7),e.setHours(0,0,0,0)}),(function(t,e){t.setDate(t.getDate()+7*e)}),(function(t,e){return(e-t-6e4*(e.getTimezoneOffset()-t.getTimezoneOffset()))/6048e5}))}var g=d(0),m=d(1),v=d(2),y=d(3),x=d(4),b=d(5),_=d(6),w=g.range,T=m.range,k=v.range,M=y.range,A=x.range,S=b.range,E=_.range,C=n((function(t){t.setDate(1),t.setHours(0,0,0,0)}),(function(t,e){t.setMonth(t.getMonth()+e)}),(function(t,e){return e.getMonth()-t.getMonth()+12*(e.getFullYear()-t.getFullYear())}),(function(t){return t.getMonth()})),L=C.range,I=n((function(t){t.setMonth(0,1),t.setHours(0,0,0,0)}),(function(t,e){t.setFullYear(t.getFullYear()+e)}),(function(t,e){return e.getFullYear()-t.getFullYear()}),(function(t){return t.getFullYear()}));I.every=function(t){return isFinite(t=Math.floor(t))&&t>0?n((function(e){e.setFullYear(Math.floor(e.getFullYear()/t)*t),e.setMonth(0,1),e.setHours(0,0,0,0)}),(function(e,r){e.setFullYear(e.getFullYear()+r*t)})):null};var P=I.range,z=n((function(t){t.setUTCSeconds(0,0)}),(function(t,e){t.setTime(+t+6e4*e)}),(function(t,e){return(e-t)/6e4}),(function(t){return t.getUTCMinutes()})),O=z.range,D=n((function(t){t.setUTCMinutes(0,0,0)}),(function(t,e){t.setTime(+t+36e5*e)}),(function(t,e){return(e-t)/36e5}),(function(t){return t.getUTCHours()})),R=D.range,F=n((function(t){t.setUTCHours(0,0,0,0)}),(function(t,e){t.setUTCDate(t.getUTCDate()+e)}),(function(t,e){return(e-t)/864e5}),(function(t){return t.getUTCDate()-1})),B=F.range;function N(t){return n((function(e){e.setUTCDate(e.getUTCDate()-(e.getUTCDay()+7-t)%7),e.setUTCHours(0,0,0,0)}),(function(t,e){t.setUTCDate(t.getUTCDate()+7*e)}),(function(t,e){return(e-t)/6048e5}))}var j=N(0),U=N(1),V=N(2),q=N(3),H=N(4),G=N(5),Y=N(6),W=j.range,X=U.range,Z=V.range,J=q.range,K=H.range,Q=G.range,$=Y.range,tt=n((function(t){t.setUTCDate(1),t.setUTCHours(0,0,0,0)}),(function(t,e){t.setUTCMonth(t.getUTCMonth()+e)}),(function(t,e){return e.getUTCMonth()-t.getUTCMonth()+12*(e.getUTCFullYear()-t.getUTCFullYear())}),(function(t){return t.getUTCMonth()})),et=tt.range,rt=n((function(t){t.setUTCMonth(0,1),t.setUTCHours(0,0,0,0)}),(function(t,e){t.setUTCFullYear(t.getUTCFullYear()+e)}),(function(t,e){return e.getUTCFullYear()-t.getUTCFullYear()}),(function(t){return t.getUTCFullYear()}));rt.every=function(t){return isFinite(t=Math.floor(t))&&t>0?n((function(e){e.setUTCFullYear(Math.floor(e.getUTCFullYear()/t)*t),e.setUTCMonth(0,1),e.setUTCHours(0,0,0,0)}),(function(e,r){e.setUTCFullYear(e.getUTCFullYear()+r*t)})):null};var nt=rt.range;t.timeDay=h,t.timeDays=p,t.timeFriday=b,t.timeFridays=S,t.timeHour=u,t.timeHours=f,t.timeInterval=n,t.timeMillisecond=i,t.timeMilliseconds=a,t.timeMinute=l,t.timeMinutes=c,t.timeMonday=m,t.timeMondays=T,t.timeMonth=C,t.timeMonths=L,t.timeSaturday=_,t.timeSaturdays=E,t.timeSecond=o,t.timeSeconds=s,t.timeSunday=g,t.timeSundays=w,t.timeThursday=x,t.timeThursdays=A,t.timeTuesday=v,t.timeTuesdays=k,t.timeWednesday=y,t.timeWednesdays=M,t.timeWeek=g,t.timeWeeks=w,t.timeYear=I,t.timeYears=P,t.utcDay=F,t.utcDays=B,t.utcFriday=G,t.utcFridays=Q,t.utcHour=D,t.utcHours=R,t.utcMillisecond=i,t.utcMilliseconds=a,t.utcMinute=z,t.utcMinutes=O,t.utcMonday=U,t.utcMondays=X,t.utcMonth=tt,t.utcMonths=et,t.utcSaturday=Y,t.utcSaturdays=$,t.utcSecond=o,t.utcSeconds=s,t.utcSunday=j,t.utcSundays=W,t.utcThursday=H,t.utcThursdays=K,t.utcTuesday=V,t.utcTuesdays=Z,t.utcWednesday=q,t.utcWednesdays=J,t.utcWeek=j,t.utcWeeks=W,t.utcYear=rt,t.utcYears=nt,Object.defineProperty(t,\"__esModule\",{value:!0})}))},{}],168:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?n(r):n((t=t||self).d3=t.d3||{})}(this,(function(t){\"use strict\";var e,r,n=0,i=0,a=0,o=0,s=0,l=0,c=\"object\"==typeof performance&&performance.now?performance:Date,u=\"object\"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function f(){return s||(u(h),s=c.now()+l)}function h(){s=0}function p(){this._call=this._time=this._next=null}function d(t,e,r){var n=new p;return n.restart(t,e,r),n}function g(){f(),++n;for(var t,r=e;r;)(t=s-r._time)>=0&&r._call.call(null,t),r=r._next;--n}function m(){s=(o=c.now())+l,n=i=0;try{g()}finally{n=0,function(){var t,n,i=e,a=1/0;for(;i;)i._call?(a>i._time&&(a=i._time),t=i,i=i._next):(n=i._next,i._next=null,i=t?t._next=n:e=n);r=t,y(a)}(),s=0}}function v(){var t=c.now(),e=t-o;e>1e3&&(l-=e,o=t)}function y(t){n||(i&&(i=clearTimeout(i)),t-s>24?(t<1/0&&(i=setTimeout(m,t-c.now()-l)),a&&(a=clearInterval(a))):(a||(o=c.now(),a=setInterval(v,1e3)),n=1,u(m)))}p.prototype=d.prototype={constructor:p,restart:function(t,n,i){if(\"function\"!=typeof t)throw new TypeError(\"callback is not a function\");i=(null==i?f():+i)+(null==n?0:+n),this._next||r===this||(r?r._next=this:e=this,r=this),this._call=t,this._time=i,y()},stop:function(){this._call&&(this._call=null,this._time=1/0,y())}},t.interval=function(t,e,r){var n=new p,i=e;return null==e?(n.restart(t,e,r),n):(e=+e,r=null==r?f():+r,n.restart((function a(o){o+=i,n.restart(a,i+=e,r),t(o)}),e,r),n)},t.now=f,t.timeout=function(t,e,r){var n=new p;return e=null==e?0:+e,n.restart((function(r){n.stop(),t(r+e)}),e,r),n},t.timer=d,t.timerFlush=g,Object.defineProperty(t,\"__esModule\",{value:!0})}))},{}],169:[function(t,e,r){!function(){var t={version:\"3.5.17\"},r=[].slice,n=function(t){return r.call(t)},i=this.document;function a(t){return t&&(t.ownerDocument||t.document||t).documentElement}function o(t){return t&&(t.ownerDocument&&t.ownerDocument.defaultView||t.document&&t||t.defaultView)}if(i)try{n(i.documentElement.childNodes)[0].nodeType}catch(t){n=function(t){for(var e=t.length,r=new Array(e);e--;)r[e]=t[e];return r}}if(Date.now||(Date.now=function(){return+new Date}),i)try{i.createElement(\"DIV\").style.setProperty(\"opacity\",0,\"\")}catch(t){var s=this.Element.prototype,l=s.setAttribute,c=s.setAttributeNS,u=this.CSSStyleDeclaration.prototype,f=u.setProperty;s.setAttribute=function(t,e){l.call(this,t,e+\"\")},s.setAttributeNS=function(t,e,r){c.call(this,t,e,r+\"\")},u.setProperty=function(t,e,r){f.call(this,t,e+\"\",r)}}function h(t,e){return t<e?-1:t>e?1:t>=e?0:NaN}function p(t){return null===t?NaN:+t}function d(t){return!isNaN(t)}function g(t){return{left:function(e,r,n,i){for(arguments.length<3&&(n=0),arguments.length<4&&(i=e.length);n<i;){var a=n+i>>>1;t(e[a],r)<0?n=a+1:i=a}return n},right:function(e,r,n,i){for(arguments.length<3&&(n=0),arguments.length<4&&(i=e.length);n<i;){var a=n+i>>>1;t(e[a],r)>0?i=a:n=a+1}return n}}}t.ascending=h,t.descending=function(t,e){return e<t?-1:e>t?1:e>=t?0:NaN},t.min=function(t,e){var r,n,i=-1,a=t.length;if(1===arguments.length){for(;++i<a;)if(null!=(n=t[i])&&n>=n){r=n;break}for(;++i<a;)null!=(n=t[i])&&r>n&&(r=n)}else{for(;++i<a;)if(null!=(n=e.call(t,t[i],i))&&n>=n){r=n;break}for(;++i<a;)null!=(n=e.call(t,t[i],i))&&r>n&&(r=n)}return r},t.max=function(t,e){var r,n,i=-1,a=t.length;if(1===arguments.length){for(;++i<a;)if(null!=(n=t[i])&&n>=n){r=n;break}for(;++i<a;)null!=(n=t[i])&&n>r&&(r=n)}else{for(;++i<a;)if(null!=(n=e.call(t,t[i],i))&&n>=n){r=n;break}for(;++i<a;)null!=(n=e.call(t,t[i],i))&&n>r&&(r=n)}return r},t.extent=function(t,e){var r,n,i,a=-1,o=t.length;if(1===arguments.length){for(;++a<o;)if(null!=(n=t[a])&&n>=n){r=i=n;break}for(;++a<o;)null!=(n=t[a])&&(r>n&&(r=n),i<n&&(i=n))}else{for(;++a<o;)if(null!=(n=e.call(t,t[a],a))&&n>=n){r=i=n;break}for(;++a<o;)null!=(n=e.call(t,t[a],a))&&(r>n&&(r=n),i<n&&(i=n))}return[r,i]},t.sum=function(t,e){var r,n=0,i=t.length,a=-1;if(1===arguments.length)for(;++a<i;)d(r=+t[a])&&(n+=r);else for(;++a<i;)d(r=+e.call(t,t[a],a))&&(n+=r);return n},t.mean=function(t,e){var r,n=0,i=t.length,a=-1,o=i;if(1===arguments.length)for(;++a<i;)d(r=p(t[a]))?n+=r:--o;else for(;++a<i;)d(r=p(e.call(t,t[a],a)))?n+=r:--o;if(o)return n/o},t.quantile=function(t,e){var r=(t.length-1)*e+1,n=Math.floor(r),i=+t[n-1],a=r-n;return a?i+a*(t[n]-i):i},t.median=function(e,r){var n,i=[],a=e.length,o=-1;if(1===arguments.length)for(;++o<a;)d(n=p(e[o]))&&i.push(n);else for(;++o<a;)d(n=p(r.call(e,e[o],o)))&&i.push(n);if(i.length)return t.quantile(i.sort(h),.5)},t.variance=function(t,e){var r,n,i=t.length,a=0,o=0,s=-1,l=0;if(1===arguments.length)for(;++s<i;)d(r=p(t[s]))&&(o+=(n=r-a)*(r-(a+=n/++l)));else for(;++s<i;)d(r=p(e.call(t,t[s],s)))&&(o+=(n=r-a)*(r-(a+=n/++l)));if(l>1)return o/(l-1)},t.deviation=function(){var e=t.variance.apply(this,arguments);return e?Math.sqrt(e):e};var m=g(h);function v(t){return t.length}t.bisectLeft=m.left,t.bisect=t.bisectRight=m.right,t.bisector=function(t){return g(1===t.length?function(e,r){return h(t(e),r)}:t)},t.shuffle=function(t,e,r){(a=arguments.length)<3&&(r=t.length,a<2&&(e=0));for(var n,i,a=r-e;a;)i=Math.random()*a--|0,n=t[a+e],t[a+e]=t[i+e],t[i+e]=n;return t},t.permute=function(t,e){for(var r=e.length,n=new Array(r);r--;)n[r]=t[e[r]];return n},t.pairs=function(t){for(var e=0,r=t.length-1,n=t[0],i=new Array(r<0?0:r);e<r;)i[e]=[n,n=t[++e]];return i},t.transpose=function(e){if(!(a=e.length))return[];for(var r=-1,n=t.min(e,v),i=new Array(n);++r<n;)for(var a,o=-1,s=i[r]=new Array(a);++o<a;)s[o]=e[o][r];return i},t.zip=function(){return t.transpose(arguments)},t.keys=function(t){var e=[];for(var r in t)e.push(r);return e},t.values=function(t){var e=[];for(var r in t)e.push(t[r]);return e},t.entries=function(t){var e=[];for(var r in t)e.push({key:r,value:t[r]});return e},t.merge=function(t){for(var e,r,n,i=t.length,a=-1,o=0;++a<i;)o+=t[a].length;for(r=new Array(o);--i>=0;)for(e=(n=t[i]).length;--e>=0;)r[--o]=n[e];return r};var y=Math.abs;function x(t){for(var e=1;t*e%1;)e*=10;return e}function b(t,e){for(var r in e)Object.defineProperty(t.prototype,r,{value:e[r],enumerable:!1})}function _(){this._=Object.create(null)}t.range=function(t,e,r){if(arguments.length<3&&(r=1,arguments.length<2&&(e=t,t=0)),(e-t)/r==1/0)throw new Error(\"infinite range\");var n,i=[],a=x(y(r)),o=-1;if(t*=a,e*=a,(r*=a)<0)for(;(n=t+r*++o)>e;)i.push(n/a);else for(;(n=t+r*++o)<e;)i.push(n/a);return i},t.map=function(t,e){var r=new _;if(t instanceof _)t.forEach((function(t,e){r.set(t,e)}));else if(Array.isArray(t)){var n,i=-1,a=t.length;if(1===arguments.length)for(;++i<a;)r.set(i,t[i]);else for(;++i<a;)r.set(e.call(t,n=t[i],i),n)}else for(var o in t)r.set(o,t[o]);return r};function w(t){return\"__proto__\"==(t+=\"\")||\"\\0\"===t[0]?\"\\0\"+t:t}function T(t){return\"\\0\"===(t+=\"\")[0]?t.slice(1):t}function k(t){return w(t)in this._}function M(t){return(t=w(t))in this._&&delete this._[t]}function A(){var t=[];for(var e in this._)t.push(T(e));return t}function S(){var t=0;for(var e in this._)++t;return t}function E(){for(var t in this._)return!1;return!0}function C(){this._=Object.create(null)}function L(t){return t}function I(t,e,r){return function(){var n=r.apply(e,arguments);return n===e?t:n}}function P(t,e){if(e in t)return e;e=e.charAt(0).toUpperCase()+e.slice(1);for(var r=0,n=z.length;r<n;++r){var i=z[r]+e;if(i in t)return i}}b(_,{has:k,get:function(t){return this._[w(t)]},set:function(t,e){return this._[w(t)]=e},remove:M,keys:A,values:function(){var t=[];for(var e in this._)t.push(this._[e]);return t},entries:function(){var t=[];for(var e in this._)t.push({key:T(e),value:this._[e]});return t},size:S,empty:E,forEach:function(t){for(var e in this._)t.call(this,T(e),this._[e])}}),t.nest=function(){var e,r,n={},i=[],a=[];function o(t,a,s){if(s>=i.length)return r?r.call(n,a):e?a.sort(e):a;for(var l,c,u,f,h=-1,p=a.length,d=i[s++],g=new _;++h<p;)(f=g.get(l=d(c=a[h])))?f.push(c):g.set(l,[c]);return t?(c=t(),u=function(e,r){c.set(e,o(t,r,s))}):(c={},u=function(e,r){c[e]=o(t,r,s)}),g.forEach(u),c}return n.map=function(t,e){return o(e,t,0)},n.entries=function(e){return function t(e,r){if(r>=i.length)return e;var n=[],o=a[r++];return e.forEach((function(e,i){n.push({key:e,values:t(i,r)})})),o?n.sort((function(t,e){return o(t.key,e.key)})):n}(o(t.map,e,0),0)},n.key=function(t){return i.push(t),n},n.sortKeys=function(t){return a[i.length-1]=t,n},n.sortValues=function(t){return e=t,n},n.rollup=function(t){return r=t,n},n},t.set=function(t){var e=new C;if(t)for(var r=0,n=t.length;r<n;++r)e.add(t[r]);return e},b(C,{has:k,add:function(t){return this._[w(t+=\"\")]=!0,t},remove:M,values:A,size:S,empty:E,forEach:function(t){for(var e in this._)t.call(this,T(e))}}),t.behavior={},t.rebind=function(t,e){for(var r,n=1,i=arguments.length;++n<i;)t[r=arguments[n]]=I(t,e,e[r]);return t};var z=[\"webkit\",\"ms\",\"moz\",\"Moz\",\"o\",\"O\"];function O(){}function D(){}function R(t){var e=[],r=new _;function n(){for(var r,n=e,i=-1,a=n.length;++i<a;)(r=n[i].on)&&r.apply(this,arguments);return t}return n.on=function(n,i){var a,o=r.get(n);return arguments.length<2?o&&o.on:(o&&(o.on=null,e=e.slice(0,a=e.indexOf(o)).concat(e.slice(a+1)),r.remove(n)),i&&e.push(r.set(n,{on:i})),t)},n}function F(){t.event.preventDefault()}function B(){for(var e,r=t.event;e=r.sourceEvent;)r=e;return r}function N(e){for(var r=new D,n=0,i=arguments.length;++n<i;)r[arguments[n]]=R(r);return r.of=function(n,i){return function(a){try{var o=a.sourceEvent=t.event;a.target=e,t.event=a,r[a.type].apply(n,i)}finally{t.event=o}}},r}t.dispatch=function(){for(var t=new D,e=-1,r=arguments.length;++e<r;)t[arguments[e]]=R(t);return t},D.prototype.on=function(t,e){var r=t.indexOf(\".\"),n=\"\";if(r>=0&&(n=t.slice(r+1),t=t.slice(0,r)),t)return arguments.length<2?this[t].on(n):this[t].on(n,e);if(2===arguments.length){if(null==e)for(t in this)this.hasOwnProperty(t)&&this[t].on(n,null);return this}},t.event=null,t.requote=function(t){return t.replace(j,\"\\\\$&\")};var j=/[\\\\\\^\\$\\*\\+\\?\\|\\[\\]\\(\\)\\.\\{\\}]/g,U={}.__proto__?function(t,e){t.__proto__=e}:function(t,e){for(var r in e)t[r]=e[r]};function V(t){return U(t,Y),t}var q=function(t,e){return e.querySelector(t)},H=function(t,e){return e.querySelectorAll(t)},G=function(t,e){var r=t.matches||t[P(t,\"matchesSelector\")];return(G=function(t,e){return r.call(t,e)})(t,e)};\"function\"==typeof Sizzle&&(q=function(t,e){return Sizzle(t,e)[0]||null},H=Sizzle,G=Sizzle.matchesSelector),t.selection=function(){return t.select(i.documentElement)};var Y=t.selection.prototype=[];function W(t){return\"function\"==typeof t?t:function(){return q(t,this)}}function X(t){return\"function\"==typeof t?t:function(){return H(t,this)}}Y.select=function(t){var e,r,n,i,a=[];t=W(t);for(var o=-1,s=this.length;++o<s;){a.push(e=[]),e.parentNode=(n=this[o]).parentNode;for(var l=-1,c=n.length;++l<c;)(i=n[l])?(e.push(r=t.call(i,i.__data__,l,o)),r&&\"__data__\"in i&&(r.__data__=i.__data__)):e.push(null)}return V(a)},Y.selectAll=function(t){var e,r,i=[];t=X(t);for(var a=-1,o=this.length;++a<o;)for(var s=this[a],l=-1,c=s.length;++l<c;)(r=s[l])&&(i.push(e=n(t.call(r,r.__data__,l,a))),e.parentNode=r);return V(i)};var Z=\"http://www.w3.org/1999/xhtml\",J={svg:\"http://www.w3.org/2000/svg\",xhtml:Z,xlink:\"http://www.w3.org/1999/xlink\",xml:\"http://www.w3.org/XML/1998/namespace\",xmlns:\"http://www.w3.org/2000/xmlns/\"};function K(e,r){return e=t.ns.qualify(e),null==r?e.local?function(){this.removeAttributeNS(e.space,e.local)}:function(){this.removeAttribute(e)}:\"function\"==typeof r?e.local?function(){var t=r.apply(this,arguments);null==t?this.removeAttributeNS(e.space,e.local):this.setAttributeNS(e.space,e.local,t)}:function(){var t=r.apply(this,arguments);null==t?this.removeAttribute(e):this.setAttribute(e,t)}:e.local?function(){this.setAttributeNS(e.space,e.local,r)}:function(){this.setAttribute(e,r)}}function Q(t){return t.trim().replace(/\\s+/g,\" \")}function $(e){return new RegExp(\"(?:^|\\\\s+)\"+t.requote(e)+\"(?:\\\\s+|$)\",\"g\")}function tt(t){return(t+\"\").trim().split(/^|\\s+/)}function et(t,e){var r=(t=tt(t).map(rt)).length;return\"function\"==typeof e?function(){for(var n=-1,i=e.apply(this,arguments);++n<r;)t[n](this,i)}:function(){for(var n=-1;++n<r;)t[n](this,e)}}function rt(t){var e=$(t);return function(r,n){if(i=r.classList)return n?i.add(t):i.remove(t);var i=r.getAttribute(\"class\")||\"\";n?(e.lastIndex=0,e.test(i)||r.setAttribute(\"class\",Q(i+\" \"+t))):r.setAttribute(\"class\",Q(i.replace(e,\" \")))}}function nt(t,e,r){return null==e?function(){this.style.removeProperty(t)}:\"function\"==typeof e?function(){var n=e.apply(this,arguments);null==n?this.style.removeProperty(t):this.style.setProperty(t,n,r)}:function(){this.style.setProperty(t,e,r)}}function it(t,e){return null==e?function(){delete this[t]}:\"function\"==typeof e?function(){var r=e.apply(this,arguments);null==r?delete this[t]:this[t]=r}:function(){this[t]=e}}function at(e){return\"function\"==typeof e?e:(e=t.ns.qualify(e)).local?function(){return this.ownerDocument.createElementNS(e.space,e.local)}:function(){var t=this.ownerDocument,r=this.namespaceURI;return r===Z&&t.documentElement.namespaceURI===Z?t.createElement(e):t.createElementNS(r,e)}}function ot(){var t=this.parentNode;t&&t.removeChild(this)}function st(t){return{__data__:t}}function lt(t){return function(){return G(this,t)}}function ct(t){return arguments.length||(t=h),function(e,r){return e&&r?t(e.__data__,r.__data__):!e-!r}}function ut(t,e){for(var r=0,n=t.length;r<n;r++)for(var i,a=t[r],o=0,s=a.length;o<s;o++)(i=a[o])&&e(i,o,r);return t}function ft(t){return U(t,ht),t}t.ns={prefix:J,qualify:function(t){var e=t.indexOf(\":\"),r=t;return e>=0&&\"xmlns\"!==(r=t.slice(0,e))&&(t=t.slice(e+1)),J.hasOwnProperty(r)?{space:J[r],local:t}:t}},Y.attr=function(e,r){if(arguments.length<2){if(\"string\"==typeof e){var n=this.node();return(e=t.ns.qualify(e)).local?n.getAttributeNS(e.space,e.local):n.getAttribute(e)}for(r in e)this.each(K(r,e[r]));return this}return this.each(K(e,r))},Y.classed=function(t,e){if(arguments.length<2){if(\"string\"==typeof t){var r=this.node(),n=(t=tt(t)).length,i=-1;if(e=r.classList){for(;++i<n;)if(!e.contains(t[i]))return!1}else for(e=r.getAttribute(\"class\");++i<n;)if(!$(t[i]).test(e))return!1;return!0}for(e in t)this.each(et(e,t[e]));return this}return this.each(et(t,e))},Y.style=function(t,e,r){var n=arguments.length;if(n<3){if(\"string\"!=typeof t){for(r in n<2&&(e=\"\"),t)this.each(nt(r,t[r],e));return this}if(n<2){var i=this.node();return o(i).getComputedStyle(i,null).getPropertyValue(t)}r=\"\"}return this.each(nt(t,e,r))},Y.property=function(t,e){if(arguments.length<2){if(\"string\"==typeof t)return this.node()[t];for(e in t)this.each(it(e,t[e]));return this}return this.each(it(t,e))},Y.text=function(t){return arguments.length?this.each(\"function\"==typeof t?function(){var e=t.apply(this,arguments);this.textContent=null==e?\"\":e}:null==t?function(){this.textContent=\"\"}:function(){this.textContent=t}):this.node().textContent},Y.html=function(t){return arguments.length?this.each(\"function\"==typeof t?function(){var e=t.apply(this,arguments);this.innerHTML=null==e?\"\":e}:null==t?function(){this.innerHTML=\"\"}:function(){this.innerHTML=t}):this.node().innerHTML},Y.append=function(t){return t=at(t),this.select((function(){return this.appendChild(t.apply(this,arguments))}))},Y.insert=function(t,e){return t=at(t),e=W(e),this.select((function(){return this.insertBefore(t.apply(this,arguments),e.apply(this,arguments)||null)}))},Y.remove=function(){return this.each(ot)},Y.data=function(t,e){var r,n,i=-1,a=this.length;if(!arguments.length){for(t=new Array(a=(r=this[0]).length);++i<a;)(n=r[i])&&(t[i]=n.__data__);return t}function o(t,r){var n,i,a,o=t.length,u=r.length,f=Math.min(o,u),h=new Array(u),p=new Array(u),d=new Array(o);if(e){var g,m=new _,v=new Array(o);for(n=-1;++n<o;)(i=t[n])&&(m.has(g=e.call(i,i.__data__,n))?d[n]=i:m.set(g,i),v[n]=g);for(n=-1;++n<u;)(i=m.get(g=e.call(r,a=r[n],n)))?!0!==i&&(h[n]=i,i.__data__=a):p[n]=st(a),m.set(g,!0);for(n=-1;++n<o;)n in v&&!0!==m.get(v[n])&&(d[n]=t[n])}else{for(n=-1;++n<f;)i=t[n],a=r[n],i?(i.__data__=a,h[n]=i):p[n]=st(a);for(;n<u;++n)p[n]=st(r[n]);for(;n<o;++n)d[n]=t[n]}p.update=h,p.parentNode=h.parentNode=d.parentNode=t.parentNode,s.push(p),l.push(h),c.push(d)}var s=ft([]),l=V([]),c=V([]);if(\"function\"==typeof t)for(;++i<a;)o(r=this[i],t.call(r,r.parentNode.__data__,i));else for(;++i<a;)o(r=this[i],t);return l.enter=function(){return s},l.exit=function(){return c},l},Y.datum=function(t){return arguments.length?this.property(\"__data__\",t):this.property(\"__data__\")},Y.filter=function(t){var e,r,n,i=[];\"function\"!=typeof t&&(t=lt(t));for(var a=0,o=this.length;a<o;a++){i.push(e=[]),e.parentNode=(r=this[a]).parentNode;for(var s=0,l=r.length;s<l;s++)(n=r[s])&&t.call(n,n.__data__,s,a)&&e.push(n)}return V(i)},Y.order=function(){for(var t=-1,e=this.length;++t<e;)for(var r,n=this[t],i=n.length-1,a=n[i];--i>=0;)(r=n[i])&&(a&&a!==r.nextSibling&&a.parentNode.insertBefore(r,a),a=r);return this},Y.sort=function(t){t=ct.apply(this,arguments);for(var e=-1,r=this.length;++e<r;)this[e].sort(t);return this.order()},Y.each=function(t){return ut(this,(function(e,r,n){t.call(e,e.__data__,r,n)}))},Y.call=function(t){var e=n(arguments);return t.apply(e[0]=this,e),this},Y.empty=function(){return!this.node()},Y.node=function(){for(var t=0,e=this.length;t<e;t++)for(var r=this[t],n=0,i=r.length;n<i;n++){var a=r[n];if(a)return a}return null},Y.size=function(){var t=0;return ut(this,(function(){++t})),t};var ht=[];function pt(t){var e,r;return function(n,i,a){var o,s=t[a].update,l=s.length;for(a!=r&&(r=a,e=0),i>=e&&(e=i+1);!(o=s[e])&&++e<l;);return o}}function dt(e,r,i){var a=\"__on\"+e,o=e.indexOf(\".\"),s=mt;o>0&&(e=e.slice(0,o));var l=gt.get(e);function c(){var t=this[a];t&&(this.removeEventListener(e,t,t.$),delete this[a])}return l&&(e=l,s=vt),o?r?function(){var t=s(r,n(arguments));c.call(this),this.addEventListener(e,this[a]=t,t.$=i),t._=r}:c:r?O:function(){var r,n=new RegExp(\"^__on([^.]+)\"+t.requote(e)+\"$\");for(var i in this)if(r=i.match(n)){var a=this[i];this.removeEventListener(r[1],a,a.$),delete this[i]}}}t.selection.enter=ft,t.selection.enter.prototype=ht,ht.append=Y.append,ht.empty=Y.empty,ht.node=Y.node,ht.call=Y.call,ht.size=Y.size,ht.select=function(t){for(var e,r,n,i,a,o=[],s=-1,l=this.length;++s<l;){n=(i=this[s]).update,o.push(e=[]),e.parentNode=i.parentNode;for(var c=-1,u=i.length;++c<u;)(a=i[c])?(e.push(n[c]=r=t.call(i.parentNode,a.__data__,c,s)),r.__data__=a.__data__):e.push(null)}return V(o)},ht.insert=function(t,e){return arguments.length<2&&(e=pt(this)),Y.insert.call(this,t,e)},t.select=function(t){var e;return\"string\"==typeof t?(e=[q(t,i)]).parentNode=i.documentElement:(e=[t]).parentNode=a(t),V([e])},t.selectAll=function(t){var e;return\"string\"==typeof t?(e=n(H(t,i))).parentNode=i.documentElement:(e=n(t)).parentNode=null,V([e])},Y.on=function(t,e,r){var n=arguments.length;if(n<3){if(\"string\"!=typeof t){for(r in n<2&&(e=!1),t)this.each(dt(r,t[r],e));return this}if(n<2)return(n=this.node()[\"__on\"+t])&&n._;r=!1}return this.each(dt(t,e,r))};var gt=t.map({mouseenter:\"mouseover\",mouseleave:\"mouseout\"});function mt(e,r){return function(n){var i=t.event;t.event=n,r[0]=this.__data__;try{e.apply(this,r)}finally{t.event=i}}}function vt(t,e){var r=mt(t,e);return function(t){var e=t.relatedTarget;e&&(e===this||8&e.compareDocumentPosition(this))||r.call(this,t)}}i&&gt.forEach((function(t){\"on\"+t in i&&gt.remove(t)}));var yt,xt=0;function bt(e){var r=\".dragsuppress-\"+ ++xt,n=\"click\"+r,i=t.select(o(e)).on(\"touchmove\"+r,F).on(\"dragstart\"+r,F).on(\"selectstart\"+r,F);if(null==yt&&(yt=!(\"onselectstart\"in e)&&P(e.style,\"userSelect\")),yt){var s=a(e).style,l=s[yt];s[yt]=\"none\"}return function(t){if(i.on(r,null),yt&&(s[yt]=l),t){var e=function(){i.on(n,null)};i.on(n,(function(){F(),e()}),!0),setTimeout(e,0)}}}t.mouse=function(t){return wt(t,B())};var _t=this.navigator&&/WebKit/.test(this.navigator.userAgent)?-1:0;function wt(e,r){r.changedTouches&&(r=r.changedTouches[0]);var n=e.ownerSVGElement||e;if(n.createSVGPoint){var i=n.createSVGPoint();if(_t<0){var a=o(e);if(a.scrollX||a.scrollY){var s=(n=t.select(\"body\").append(\"svg\").style({position:\"absolute\",top:0,left:0,margin:0,padding:0,border:\"none\"},\"important\"))[0][0].getScreenCTM();_t=!(s.f||s.e),n.remove()}}return _t?(i.x=r.pageX,i.y=r.pageY):(i.x=r.clientX,i.y=r.clientY),[(i=i.matrixTransform(e.getScreenCTM().inverse())).x,i.y]}var l=e.getBoundingClientRect();return[r.clientX-l.left-e.clientLeft,r.clientY-l.top-e.clientTop]}function Tt(){return t.event.changedTouches[0].identifier}t.touch=function(t,e,r){if(arguments.length<3&&(r=e,e=B().changedTouches),e)for(var n,i=0,a=e.length;i<a;++i)if((n=e[i]).identifier===r)return wt(t,n)},t.behavior.drag=function(){var e=N(a,\"drag\",\"dragstart\",\"dragend\"),r=null,n=s(O,t.mouse,o,\"mousemove\",\"mouseup\"),i=s(Tt,t.touch,L,\"touchmove\",\"touchend\");function a(){this.on(\"mousedown.drag\",n).on(\"touchstart.drag\",i)}function s(n,i,a,o,s){return function(){var l,c=this,u=t.event.target.correspondingElement||t.event.target,f=c.parentNode,h=e.of(c,arguments),p=0,d=n(),g=\".drag\"+(null==d?\"\":\"-\"+d),m=t.select(a(u)).on(o+g,x).on(s+g,b),v=bt(u),y=i(f,d);function x(){var t,e,r=i(f,d);r&&(t=r[0]-y[0],e=r[1]-y[1],p|=t|e,y=r,h({type:\"drag\",x:r[0]+l[0],y:r[1]+l[1],dx:t,dy:e}))}function b(){i(f,d)&&(m.on(o+g,null).on(s+g,null),v(p),h({type:\"dragend\"}))}l=r?[(l=r.apply(c,arguments)).x-y[0],l.y-y[1]]:[0,0],h({type:\"dragstart\"})}}return a.origin=function(t){return arguments.length?(r=t,a):r},t.rebind(a,e,\"on\")},t.touches=function(t,e){return arguments.length<2&&(e=B().touches),e?n(e).map((function(e){var r=wt(t,e);return r.identifier=e.identifier,r})):[]};var kt=1e-6,Mt=1e-12,At=Math.PI,St=2*At,Et=St-kt,Ct=At/2,Lt=At/180,It=180/At;function Pt(t){return t>0?1:t<0?-1:0}function zt(t,e,r){return(e[0]-t[0])*(r[1]-t[1])-(e[1]-t[1])*(r[0]-t[0])}function Ot(t){return t>1?0:t<-1?At:Math.acos(t)}function Dt(t){return t>1?Ct:t<-1?-Ct:Math.asin(t)}function Rt(t){return((t=Math.exp(t))+1/t)/2}function Ft(t){return(t=Math.sin(t/2))*t}var Bt=Math.SQRT2;t.interpolateZoom=function(t,e){var r,n,i=t[0],a=t[1],o=t[2],s=e[0],l=e[1],c=e[2],u=s-i,f=l-a,h=u*u+f*f;if(h<Mt)n=Math.log(c/o)/Bt,r=function(t){return[i+t*u,a+t*f,o*Math.exp(Bt*t*n)]};else{var p=Math.sqrt(h),d=(c*c-o*o+4*h)/(2*o*2*p),g=(c*c-o*o-4*h)/(2*c*2*p),m=Math.log(Math.sqrt(d*d+1)-d),v=Math.log(Math.sqrt(g*g+1)-g);n=(v-m)/Bt,r=function(t){var e,r=t*n,s=Rt(m),l=o/(2*p)*(s*(e=Bt*r+m,((e=Math.exp(2*e))-1)/(e+1))-function(t){return((t=Math.exp(t))-1/t)/2}(m));return[i+l*u,a+l*f,o*s/Rt(Bt*r+m)]}}return r.duration=1e3*n,r},t.behavior.zoom=function(){var e,r,n,a,s,l,c,u,f,h={x:0,y:0,k:1},p=[960,500],d=Ut,g=250,m=0,v=\"mousedown.zoom\",y=\"mousemove.zoom\",x=\"mouseup.zoom\",b=\"touchstart.zoom\",_=N(w,\"zoomstart\",\"zoom\",\"zoomend\");function w(t){t.on(v,I).on(jt+\".zoom\",z).on(\"dblclick.zoom\",O).on(b,P)}function T(t){return[(t[0]-h.x)/h.k,(t[1]-h.y)/h.k]}function k(t){h.k=Math.max(d[0],Math.min(d[1],t))}function M(t,e){e=function(t){return[t[0]*h.k+h.x,t[1]*h.k+h.y]}(e),h.x+=t[0]-e[0],h.y+=t[1]-e[1]}function A(e,n,i,a){e.__chart__={x:h.x,y:h.y,k:h.k},k(Math.pow(2,a)),M(r=n,i),e=t.select(e),g>0&&(e=e.transition().duration(g)),e.call(w.event)}function S(){c&&c.domain(l.range().map((function(t){return(t-h.x)/h.k})).map(l.invert)),f&&f.domain(u.range().map((function(t){return(t-h.y)/h.k})).map(u.invert))}function E(t){m++||t({type:\"zoomstart\"})}function C(t){S(),t({type:\"zoom\",scale:h.k,translate:[h.x,h.y]})}function L(t){--m||(t({type:\"zoomend\"}),r=null)}function I(){var e=this,r=_.of(e,arguments),n=0,i=t.select(o(e)).on(y,l).on(x,c),a=T(t.mouse(e)),s=bt(e);function l(){n=1,M(t.mouse(e),a),C(r)}function c(){i.on(y,null).on(x,null),s(n),L(r)}vs.call(e),E(r)}function P(){var e,r=this,n=_.of(r,arguments),i={},a=0,o=\".zoom-\"+t.event.changedTouches[0].identifier,l=\"touchmove\"+o,c=\"touchend\"+o,u=[],f=t.select(r),p=bt(r);function d(){var n=t.touches(r);return e=h.k,n.forEach((function(t){t.identifier in i&&(i[t.identifier]=T(t))})),n}function g(){var e=t.event.target;t.select(e).on(l,m).on(c,y),u.push(e);for(var n=t.event.changedTouches,o=0,f=n.length;o<f;++o)i[n[o].identifier]=null;var p=d(),g=Date.now();if(1===p.length){if(g-s<500){var v=p[0];A(r,v,i[v.identifier],Math.floor(Math.log(h.k)/Math.LN2)+1),F()}s=g}else if(p.length>1){v=p[0];var x=p[1],b=v[0]-x[0],_=v[1]-x[1];a=b*b+_*_}}function m(){var o,l,c,u,f=t.touches(r);vs.call(r);for(var h=0,p=f.length;h<p;++h,u=null)if(c=f[h],u=i[c.identifier]){if(l)break;o=c,l=u}if(u){var d=(d=c[0]-o[0])*d+(d=c[1]-o[1])*d,g=a&&Math.sqrt(d/a);o=[(o[0]+c[0])/2,(o[1]+c[1])/2],l=[(l[0]+u[0])/2,(l[1]+u[1])/2],k(g*e)}s=null,M(o,l),C(n)}function y(){if(t.event.touches.length){for(var e=t.event.changedTouches,r=0,a=e.length;r<a;++r)delete i[e[r].identifier];for(var s in i)return void d()}t.selectAll(u).on(o,null),f.on(v,I).on(b,P),p(),L(n)}g(),E(n),f.on(v,null).on(b,g)}function z(){var i=_.of(this,arguments);a?clearTimeout(a):(vs.call(this),e=T(r=n||t.mouse(this)),E(i)),a=setTimeout((function(){a=null,L(i)}),50),F(),k(Math.pow(2,.002*Nt())*h.k),M(r,e),C(i)}function O(){var e=t.mouse(this),r=Math.log(h.k)/Math.LN2;A(this,e,T(e),t.event.shiftKey?Math.ceil(r)-1:Math.floor(r)+1)}return jt||(jt=\"onwheel\"in i?(Nt=function(){return-t.event.deltaY*(t.event.deltaMode?120:1)},\"wheel\"):\"onmousewheel\"in i?(Nt=function(){return t.event.wheelDelta},\"mousewheel\"):(Nt=function(){return-t.event.detail},\"MozMousePixelScroll\")),w.event=function(e){e.each((function(){var e=_.of(this,arguments),n=h;bs?t.select(this).transition().each(\"start.zoom\",(function(){h=this.__chart__||{x:0,y:0,k:1},E(e)})).tween(\"zoom:zoom\",(function(){var i=p[0],a=p[1],o=r?r[0]:i/2,s=r?r[1]:a/2,l=t.interpolateZoom([(o-h.x)/h.k,(s-h.y)/h.k,i/h.k],[(o-n.x)/n.k,(s-n.y)/n.k,i/n.k]);return function(t){var r=l(t),n=i/r[2];this.__chart__=h={x:o-r[0]*n,y:s-r[1]*n,k:n},C(e)}})).each(\"interrupt.zoom\",(function(){L(e)})).each(\"end.zoom\",(function(){L(e)})):(this.__chart__=h,E(e),C(e),L(e))}))},w.translate=function(t){return arguments.length?(h={x:+t[0],y:+t[1],k:h.k},S(),w):[h.x,h.y]},w.scale=function(t){return arguments.length?(h={x:h.x,y:h.y,k:null},k(+t),S(),w):h.k},w.scaleExtent=function(t){return arguments.length?(d=null==t?Ut:[+t[0],+t[1]],w):d},w.center=function(t){return arguments.length?(n=t&&[+t[0],+t[1]],w):n},w.size=function(t){return arguments.length?(p=t&&[+t[0],+t[1]],w):p},w.duration=function(t){return arguments.length?(g=+t,w):g},w.x=function(t){return arguments.length?(c=t,l=t.copy(),h={x:0,y:0,k:1},w):c},w.y=function(t){return arguments.length?(f=t,u=t.copy(),h={x:0,y:0,k:1},w):f},t.rebind(w,_,\"on\")};var Nt,jt,Ut=[0,1/0];function Vt(){}function qt(t,e,r){return this instanceof qt?(this.h=+t,this.s=+e,void(this.l=+r)):arguments.length<2?t instanceof qt?new qt(t.h,t.s,t.l):le(\"\"+t,ce,qt):new qt(t,e,r)}t.color=Vt,Vt.prototype.toString=function(){return this.rgb()+\"\"},t.hsl=qt;var Ht=qt.prototype=new Vt;function Gt(t,e,r){var n,i;function a(t){return Math.round(255*function(t){return t>360?t-=360:t<0&&(t+=360),t<60?n+(i-n)*t/60:t<180?i:t<240?n+(i-n)*(240-t)/60:n}(t))}return t=isNaN(t)?0:(t%=360)<0?t+360:t,e=isNaN(e)||e<0?0:e>1?1:e,n=2*(r=r<0?0:r>1?1:r)-(i=r<=.5?r*(1+e):r+e-r*e),new ne(a(t+120),a(t),a(t-120))}function Yt(e,r,n){return this instanceof Yt?(this.h=+e,this.c=+r,void(this.l=+n)):arguments.length<2?e instanceof Yt?new Yt(e.h,e.c,e.l):$t(e instanceof Zt?e.l:(e=ue((e=t.rgb(e)).r,e.g,e.b)).l,e.a,e.b):new Yt(e,r,n)}Ht.brighter=function(t){return t=Math.pow(.7,arguments.length?t:1),new qt(this.h,this.s,this.l/t)},Ht.darker=function(t){return t=Math.pow(.7,arguments.length?t:1),new qt(this.h,this.s,t*this.l)},Ht.rgb=function(){return Gt(this.h,this.s,this.l)},t.hcl=Yt;var Wt=Yt.prototype=new Vt;function Xt(t,e,r){return isNaN(t)&&(t=0),isNaN(e)&&(e=0),new Zt(r,Math.cos(t*=Lt)*e,Math.sin(t)*e)}function Zt(t,e,r){return this instanceof Zt?(this.l=+t,this.a=+e,void(this.b=+r)):arguments.length<2?t instanceof Zt?new Zt(t.l,t.a,t.b):t instanceof Yt?Xt(t.h,t.c,t.l):ue((t=ne(t)).r,t.g,t.b):new Zt(t,e,r)}Wt.brighter=function(t){return new Yt(this.h,this.c,Math.min(100,this.l+Jt*(arguments.length?t:1)))},Wt.darker=function(t){return new Yt(this.h,this.c,Math.max(0,this.l-Jt*(arguments.length?t:1)))},Wt.rgb=function(){return Xt(this.h,this.c,this.l).rgb()},t.lab=Zt;var Jt=18,Kt=Zt.prototype=new Vt;function Qt(t,e,r){var n=(t+16)/116,i=n+e/500,a=n-r/200;return new ne(re(3.2404542*(i=.95047*te(i))-1.5371385*(n=1*te(n))-.4985314*(a=1.08883*te(a))),re(-.969266*i+1.8760108*n+.041556*a),re(.0556434*i-.2040259*n+1.0572252*a))}function $t(t,e,r){return t>0?new Yt(Math.atan2(r,e)*It,Math.sqrt(e*e+r*r),t):new Yt(NaN,NaN,t)}function te(t){return t>.206893034?t*t*t:(t-4/29)/7.787037}function ee(t){return t>.008856?Math.pow(t,1/3):7.787037*t+4/29}function re(t){return Math.round(255*(t<=.00304?12.92*t:1.055*Math.pow(t,1/2.4)-.055))}function ne(t,e,r){return this instanceof ne?(this.r=~~t,this.g=~~e,void(this.b=~~r)):arguments.length<2?t instanceof ne?new ne(t.r,t.g,t.b):le(\"\"+t,ne,Gt):new ne(t,e,r)}function ie(t){return new ne(t>>16,t>>8&255,255&t)}function ae(t){return ie(t)+\"\"}Kt.brighter=function(t){return new Zt(Math.min(100,this.l+Jt*(arguments.length?t:1)),this.a,this.b)},Kt.darker=function(t){return new Zt(Math.max(0,this.l-Jt*(arguments.length?t:1)),this.a,this.b)},Kt.rgb=function(){return Qt(this.l,this.a,this.b)},t.rgb=ne;var oe=ne.prototype=new Vt;function se(t){return t<16?\"0\"+Math.max(0,t).toString(16):Math.min(255,t).toString(16)}function le(t,e,r){var n,i,a,o=0,s=0,l=0;if(n=/([a-z]+)\\((.*)\\)/.exec(t=t.toLowerCase()))switch(i=n[2].split(\",\"),n[1]){case\"hsl\":return r(parseFloat(i[0]),parseFloat(i[1])/100,parseFloat(i[2])/100);case\"rgb\":return e(he(i[0]),he(i[1]),he(i[2]))}return(a=pe.get(t))?e(a.r,a.g,a.b):(null==t||\"#\"!==t.charAt(0)||isNaN(a=parseInt(t.slice(1),16))||(4===t.length?(o=(3840&a)>>4,o|=o>>4,s=240&a,s|=s>>4,l=15&a,l|=l<<4):7===t.length&&(o=(16711680&a)>>16,s=(65280&a)>>8,l=255&a)),e(o,s,l))}function ce(t,e,r){var n,i,a=Math.min(t/=255,e/=255,r/=255),o=Math.max(t,e,r),s=o-a,l=(o+a)/2;return s?(i=l<.5?s/(o+a):s/(2-o-a),n=t==o?(e-r)/s+(e<r?6:0):e==o?(r-t)/s+2:(t-e)/s+4,n*=60):(n=NaN,i=l>0&&l<1?0:n),new qt(n,i,l)}function ue(t,e,r){var n=ee((.4124564*(t=fe(t))+.3575761*(e=fe(e))+.1804375*(r=fe(r)))/.95047),i=ee((.2126729*t+.7151522*e+.072175*r)/1);return Zt(116*i-16,500*(n-i),200*(i-ee((.0193339*t+.119192*e+.9503041*r)/1.08883)))}function fe(t){return(t/=255)<=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function he(t){var e=parseFloat(t);return\"%\"===t.charAt(t.length-1)?Math.round(2.55*e):e}oe.brighter=function(t){t=Math.pow(.7,arguments.length?t:1);var e=this.r,r=this.g,n=this.b,i=30;return e||r||n?(e&&e<i&&(e=i),r&&r<i&&(r=i),n&&n<i&&(n=i),new ne(Math.min(255,e/t),Math.min(255,r/t),Math.min(255,n/t))):new ne(i,i,i)},oe.darker=function(t){return new ne((t=Math.pow(.7,arguments.length?t:1))*this.r,t*this.g,t*this.b)},oe.hsl=function(){return ce(this.r,this.g,this.b)},oe.toString=function(){return\"#\"+se(this.r)+se(this.g)+se(this.b)};var pe=t.map({aliceblue:15792383,antiquewhite:16444375,aqua:65535,aquamarine:8388564,azure:15794175,beige:16119260,bisque:16770244,black:0,blanchedalmond:16772045,blue:255,blueviolet:9055202,brown:10824234,burlywood:14596231,cadetblue:6266528,chartreuse:8388352,chocolate:13789470,coral:16744272,cornflowerblue:6591981,cornsilk:16775388,crimson:14423100,cyan:65535,darkblue:139,darkcyan:35723,darkgoldenrod:12092939,darkgray:11119017,darkgreen:25600,darkgrey:11119017,darkkhaki:12433259,darkmagenta:9109643,darkolivegreen:5597999,darkorange:16747520,darkorchid:10040012,darkred:9109504,darksalmon:15308410,darkseagreen:9419919,darkslateblue:4734347,darkslategray:3100495,darkslategrey:3100495,darkturquoise:52945,darkviolet:9699539,deeppink:16716947,deepskyblue:49151,dimgray:6908265,dimgrey:6908265,dodgerblue:2003199,firebrick:11674146,floralwhite:16775920,forestgreen:2263842,fuchsia:16711935,gainsboro:14474460,ghostwhite:16316671,gold:16766720,goldenrod:14329120,gray:8421504,green:32768,greenyellow:11403055,grey:8421504,honeydew:15794160,hotpink:16738740,indianred:13458524,indigo:4915330,ivory:16777200,khaki:15787660,lavender:15132410,lavenderblush:16773365,lawngreen:8190976,lemonchiffon:16775885,lightblue:11393254,lightcoral:15761536,lightcyan:14745599,lightgoldenrodyellow:16448210,lightgray:13882323,lightgreen:9498256,lightgrey:13882323,lightpink:16758465,lightsalmon:16752762,lightseagreen:2142890,lightskyblue:8900346,lightslategray:7833753,lightslategrey:7833753,lightsteelblue:11584734,lightyellow:16777184,lime:65280,limegreen:3329330,linen:16445670,magenta:16711935,maroon:8388608,mediumaquamarine:6737322,mediumblue:205,mediumorchid:12211667,mediumpurple:9662683,mediumseagreen:3978097,mediumslateblue:8087790,mediumspringgreen:64154,mediumturquoise:4772300,mediumvioletred:13047173,midnightblue:1644912,mintcream:16121850,mistyrose:16770273,moccasin:16770229,navajowhite:16768685,navy:128,oldlace:16643558,olive:8421376,olivedrab:7048739,orange:16753920,orangered:16729344,orchid:14315734,palegoldenrod:15657130,palegreen:10025880,paleturquoise:11529966,palevioletred:14381203,papayawhip:16773077,peachpuff:16767673,peru:13468991,pink:16761035,plum:14524637,powderblue:11591910,purple:8388736,rebeccapurple:6697881,red:16711680,rosybrown:12357519,royalblue:4286945,saddlebrown:9127187,salmon:16416882,sandybrown:16032864,seagreen:3050327,seashell:16774638,sienna:10506797,silver:12632256,skyblue:8900331,slateblue:6970061,slategray:7372944,slategrey:7372944,snow:16775930,springgreen:65407,steelblue:4620980,tan:13808780,teal:32896,thistle:14204888,tomato:16737095,turquoise:4251856,violet:15631086,wheat:16113331,white:16777215,whitesmoke:16119285,yellow:16776960,yellowgreen:10145074});function de(t){return\"function\"==typeof t?t:function(){return t}}function ge(t){return function(e,r,n){return 2===arguments.length&&\"function\"==typeof r&&(n=r,r=null),me(e,r,t,n)}}function me(e,r,i,a){var o={},s=t.dispatch(\"beforesend\",\"progress\",\"load\",\"error\"),l={},c=new XMLHttpRequest,u=null;function f(){var t,e=c.status;if(!e&&function(t){var e=t.responseType;return e&&\"text\"!==e?t.response:t.responseText}(c)||e>=200&&e<300||304===e){try{t=i.call(o,c)}catch(t){return void s.error.call(o,t)}s.load.call(o,t)}else s.error.call(o,c)}return this.XDomainRequest&&!(\"withCredentials\"in c)&&/^(http(s)?:)?\\/\\//.test(e)&&(c=new XDomainRequest),\"onload\"in c?c.onload=c.onerror=f:c.onreadystatechange=function(){c.readyState>3&&f()},c.onprogress=function(e){var r=t.event;t.event=e;try{s.progress.call(o,c)}finally{t.event=r}},o.header=function(t,e){return t=(t+\"\").toLowerCase(),arguments.length<2?l[t]:(null==e?delete l[t]:l[t]=e+\"\",o)},o.mimeType=function(t){return arguments.length?(r=null==t?null:t+\"\",o):r},o.responseType=function(t){return arguments.length?(u=t,o):u},o.response=function(t){return i=t,o},[\"get\",\"post\"].forEach((function(t){o[t]=function(){return o.send.apply(o,[t].concat(n(arguments)))}})),o.send=function(t,n,i){if(2===arguments.length&&\"function\"==typeof n&&(i=n,n=null),c.open(t,e,!0),null==r||\"accept\"in l||(l.accept=r+\",*/*\"),c.setRequestHeader)for(var a in l)c.setRequestHeader(a,l[a]);return null!=r&&c.overrideMimeType&&c.overrideMimeType(r),null!=u&&(c.responseType=u),null!=i&&o.on(\"error\",i).on(\"load\",(function(t){i(null,t)})),s.beforesend.call(o,c),c.send(null==n?null:n),o},o.abort=function(){return c.abort(),o},t.rebind(o,s,\"on\"),null==a?o:o.get(function(t){return 1===t.length?function(e,r){t(null==e?r:null)}:t}(a))}pe.forEach((function(t,e){pe.set(t,ie(e))})),t.functor=de,t.xhr=ge(L),t.dsv=function(t,e){var r=new RegExp('[\"'+t+\"\\n]\"),n=t.charCodeAt(0);function i(t,r,n){arguments.length<3&&(n=r,r=null);var i=me(t,e,null==r?a:o(r),n);return i.row=function(t){return arguments.length?i.response(null==(r=t)?a:o(t)):r},i}function a(t){return i.parse(t.responseText)}function o(t){return function(e){return i.parse(e.responseText,t)}}function s(e){return e.map(l).join(t)}function l(t){return r.test(t)?'\"'+t.replace(/\\\"/g,'\"\"')+'\"':t}return i.parse=function(t,e){var r;return i.parseRows(t,(function(t,n){if(r)return r(t,n-1);var i=new Function(\"d\",\"return {\"+t.map((function(t,e){return JSON.stringify(t)+\": d[\"+e+\"]\"})).join(\",\")+\"}\");r=e?function(t,r){return e(i(t),r)}:i}))},i.parseRows=function(t,e){var r,i,a={},o={},s=[],l=t.length,c=0,u=0;function f(){if(c>=l)return o;if(i)return i=!1,a;var e=c;if(34===t.charCodeAt(e)){for(var r=e;r++<l;)if(34===t.charCodeAt(r)){if(34!==t.charCodeAt(r+1))break;++r}return c=r+2,13===(s=t.charCodeAt(r+1))?(i=!0,10===t.charCodeAt(r+2)&&++c):10===s&&(i=!0),t.slice(e+1,r).replace(/\"\"/g,'\"')}for(;c<l;){var s,u=1;if(10===(s=t.charCodeAt(c++)))i=!0;else if(13===s)i=!0,10===t.charCodeAt(c)&&(++c,++u);else if(s!==n)continue;return t.slice(e,c-u)}return t.slice(e)}for(;(r=f())!==o;){for(var h=[];r!==a&&r!==o;)h.push(r),r=f();e&&null==(h=e(h,u++))||s.push(h)}return s},i.format=function(e){if(Array.isArray(e[0]))return i.formatRows(e);var r=new C,n=[];return e.forEach((function(t){for(var e in t)r.has(e)||n.push(r.add(e))})),[n.map(l).join(t)].concat(e.map((function(e){return n.map((function(t){return l(e[t])})).join(t)}))).join(\"\\n\")},i.formatRows=function(t){return t.map(s).join(\"\\n\")},i},t.csv=t.dsv(\",\",\"text/csv\"),t.tsv=t.dsv(\"\\t\",\"text/tab-separated-values\");var ve,ye,xe,be,_e=this[P(this,\"requestAnimationFrame\")]||function(t){setTimeout(t,17)};function we(t,e,r){var n=arguments.length;n<2&&(e=0),n<3&&(r=Date.now());var i=r+e,a={c:t,t:i,n:null};return ye?ye.n=a:ve=a,ye=a,xe||(be=clearTimeout(be),xe=1,_e(Te)),a}function Te(){var t=ke(),e=Me()-t;e>24?(isFinite(e)&&(clearTimeout(be),be=setTimeout(Te,e)),xe=0):(xe=1,_e(Te))}function ke(){for(var t=Date.now(),e=ve;e;)t>=e.t&&e.c(t-e.t)&&(e.c=null),e=e.n;return t}function Me(){for(var t,e=ve,r=1/0;e;)e.c?(e.t<r&&(r=e.t),e=(t=e).n):e=t?t.n=e.n:ve=e.n;return ye=t,r}function Ae(t,e){return e-(t?Math.ceil(Math.log(t)/Math.LN10):1)}t.timer=function(){we.apply(this,arguments)},t.timer.flush=function(){ke(),Me()},t.round=function(t,e){return e?Math.round(t*(e=Math.pow(10,e)))/e:Math.round(t)};var Se=[\"y\",\"z\",\"a\",\"f\",\"p\",\"n\",\"\\xb5\",\"m\",\"\",\"k\",\"M\",\"G\",\"T\",\"P\",\"E\",\"Z\",\"Y\"].map((function(t,e){var r=Math.pow(10,3*y(8-e));return{scale:e>8?function(t){return t/r}:function(t){return t*r},symbol:t}}));function Ee(e){var r=e.decimal,n=e.thousands,i=e.grouping,a=e.currency,o=i&&n?function(t,e){for(var r=t.length,a=[],o=0,s=i[0],l=0;r>0&&s>0&&(l+s+1>e&&(s=Math.max(1,e-l)),a.push(t.substring(r-=s,r+s)),!((l+=s+1)>e));)s=i[o=(o+1)%i.length];return a.reverse().join(n)}:L;return function(e){var n=Ce.exec(e),i=n[1]||\" \",s=n[2]||\">\",l=n[3]||\"-\",c=n[4]||\"\",u=n[5],f=+n[6],h=n[7],p=n[8],d=n[9],g=1,m=\"\",v=\"\",y=!1,x=!0;switch(p&&(p=+p.substring(1)),(u||\"0\"===i&&\"=\"===s)&&(u=i=\"0\",s=\"=\"),d){case\"n\":h=!0,d=\"g\";break;case\"%\":g=100,v=\"%\",d=\"f\";break;case\"p\":g=100,v=\"%\",d=\"r\";break;case\"b\":case\"o\":case\"x\":case\"X\":\"#\"===c&&(m=\"0\"+d.toLowerCase());case\"c\":x=!1;case\"d\":y=!0,p=0;break;case\"s\":g=-1,d=\"r\"}\"$\"===c&&(m=a[0],v=a[1]),\"r\"!=d||p||(d=\"g\"),null!=p&&(\"g\"==d?p=Math.max(1,Math.min(21,p)):\"e\"!=d&&\"f\"!=d||(p=Math.max(0,Math.min(20,p)))),d=Le.get(d)||Ie;var b=u&&h;return function(e){var n=v;if(y&&e%1)return\"\";var a=e<0||0===e&&1/e<0?(e=-e,\"-\"):\"-\"===l?\"\":l;if(g<0){var c=t.formatPrefix(e,p);e=c.scale(e),n=c.symbol+v}else e*=g;var _,w,T=(e=d(e,p)).lastIndexOf(\".\");if(T<0){var k=x?e.lastIndexOf(\"e\"):-1;k<0?(_=e,w=\"\"):(_=e.substring(0,k),w=e.substring(k))}else _=e.substring(0,T),w=r+e.substring(T+1);!u&&h&&(_=o(_,1/0));var M=m.length+_.length+w.length+(b?0:a.length),A=M<f?new Array(M=f-M+1).join(i):\"\";return b&&(_=o(A+_,A.length?f-w.length:1/0)),a+=m,e=_+w,(\"<\"===s?a+e+A:\">\"===s?A+a+e:\"^\"===s?A.substring(0,M>>=1)+a+e+A.substring(M):a+(b?e:A+e))+n}}}t.formatPrefix=function(e,r){var n=0;return(e=+e)&&(e<0&&(e*=-1),r&&(e=t.round(e,Ae(e,r))),n=1+Math.floor(1e-12+Math.log(e)/Math.LN10),n=Math.max(-24,Math.min(24,3*Math.floor((n-1)/3)))),Se[8+n/3]};var Ce=/(?:([^{])?([<>=^]))?([+\\- ])?([$#])?(0)?(\\d+)?(,)?(\\.-?\\d+)?([a-z%])?/i,Le=t.map({b:function(t){return t.toString(2)},c:function(t){return String.fromCharCode(t)},o:function(t){return t.toString(8)},x:function(t){return t.toString(16)},X:function(t){return t.toString(16).toUpperCase()},g:function(t,e){return t.toPrecision(e)},e:function(t,e){return t.toExponential(e)},f:function(t,e){return t.toFixed(e)},r:function(e,r){return(e=t.round(e,Ae(e,r))).toFixed(Math.max(0,Math.min(20,Ae(e*(1+1e-15),r))))}});function Ie(t){return t+\"\"}var Pe=t.time={},ze=Date;function Oe(){this._=new Date(arguments.length>1?Date.UTC.apply(this,arguments):arguments[0])}Oe.prototype={getDate:function(){return this._.getUTCDate()},getDay:function(){return this._.getUTCDay()},getFullYear:function(){return this._.getUTCFullYear()},getHours:function(){return this._.getUTCHours()},getMilliseconds:function(){return this._.getUTCMilliseconds()},getMinutes:function(){return this._.getUTCMinutes()},getMonth:function(){return this._.getUTCMonth()},getSeconds:function(){return this._.getUTCSeconds()},getTime:function(){return this._.getTime()},getTimezoneOffset:function(){return 0},valueOf:function(){return this._.valueOf()},setDate:function(){De.setUTCDate.apply(this._,arguments)},setDay:function(){De.setUTCDay.apply(this._,arguments)},setFullYear:function(){De.setUTCFullYear.apply(this._,arguments)},setHours:function(){De.setUTCHours.apply(this._,arguments)},setMilliseconds:function(){De.setUTCMilliseconds.apply(this._,arguments)},setMinutes:function(){De.setUTCMinutes.apply(this._,arguments)},setMonth:function(){De.setUTCMonth.apply(this._,arguments)},setSeconds:function(){De.setUTCSeconds.apply(this._,arguments)},setTime:function(){De.setTime.apply(this._,arguments)}};var De=Date.prototype;function Re(t,e,r){function n(e){var r=t(e),n=a(r,1);return e-r<n-e?r:n}function i(r){return e(r=t(new ze(r-1)),1),r}function a(t,r){return e(t=new ze(+t),r),t}function o(t,n,a){var o=i(t),s=[];if(a>1)for(;o<n;)r(o)%a||s.push(new Date(+o)),e(o,1);else for(;o<n;)s.push(new Date(+o)),e(o,1);return s}t.floor=t,t.round=n,t.ceil=i,t.offset=a,t.range=o;var s=t.utc=Fe(t);return s.floor=s,s.round=Fe(n),s.ceil=Fe(i),s.offset=Fe(a),s.range=function(t,e,r){try{ze=Oe;var n=new Oe;return n._=t,o(n,e,r)}finally{ze=Date}},t}function Fe(t){return function(e,r){try{ze=Oe;var n=new Oe;return n._=e,t(n,r)._}finally{ze=Date}}}function Be(e){var r=e.dateTime,n=e.date,i=e.time,a=e.periods,o=e.days,s=e.shortDays,l=e.months,c=e.shortMonths;function u(t){var e=t.length;function r(r){for(var n,i,a,o=[],s=-1,l=0;++s<e;)37===t.charCodeAt(s)&&(o.push(t.slice(l,s)),null!=(i=Ne[n=t.charAt(++s)])&&(n=t.charAt(++s)),(a=_[n])&&(n=a(r,null==i?\"e\"===n?\" \":\"0\":i)),o.push(n),l=s+1);return o.push(t.slice(l,s)),o.join(\"\")}return r.parse=function(e){var r={y:1900,m:0,d:1,H:0,M:0,S:0,L:0,Z:null};if(f(r,t,e,0)!=e.length)return null;\"p\"in r&&(r.H=r.H%12+12*r.p);var n=null!=r.Z&&ze!==Oe,i=new(n?Oe:ze);return\"j\"in r?i.setFullYear(r.y,0,r.j):\"W\"in r||\"U\"in r?(\"w\"in r||(r.w=\"W\"in r?1:0),i.setFullYear(r.y,0,1),i.setFullYear(r.y,0,\"W\"in r?(r.w+6)%7+7*r.W-(i.getDay()+5)%7:r.w+7*r.U-(i.getDay()+6)%7)):i.setFullYear(r.y,r.m,r.d),i.setHours(r.H+(r.Z/100|0),r.M+r.Z%100,r.S,r.L),n?i._:i},r.toString=function(){return t},r}function f(t,e,r,n){for(var i,a,o,s=0,l=e.length,c=r.length;s<l;){if(n>=c)return-1;if(37===(i=e.charCodeAt(s++))){if(o=e.charAt(s++),!(a=w[o in Ne?e.charAt(s++):o])||(n=a(t,r,n))<0)return-1}else if(i!=r.charCodeAt(n++))return-1}return n}u.utc=function(t){var e=u(t);function r(t){try{var r=new(ze=Oe);return r._=t,e(r)}finally{ze=Date}}return r.parse=function(t){try{ze=Oe;var r=e.parse(t);return r&&r._}finally{ze=Date}},r.toString=e.toString,r},u.multi=u.utc.multi=or;var h=t.map(),p=qe(o),d=He(o),g=qe(s),m=He(s),v=qe(l),y=He(l),x=qe(c),b=He(c);a.forEach((function(t,e){h.set(t.toLowerCase(),e)}));var _={a:function(t){return s[t.getDay()]},A:function(t){return o[t.getDay()]},b:function(t){return c[t.getMonth()]},B:function(t){return l[t.getMonth()]},c:u(r),d:function(t,e){return Ve(t.getDate(),e,2)},e:function(t,e){return Ve(t.getDate(),e,2)},H:function(t,e){return Ve(t.getHours(),e,2)},I:function(t,e){return Ve(t.getHours()%12||12,e,2)},j:function(t,e){return Ve(1+Pe.dayOfYear(t),e,3)},L:function(t,e){return Ve(t.getMilliseconds(),e,3)},m:function(t,e){return Ve(t.getMonth()+1,e,2)},M:function(t,e){return Ve(t.getMinutes(),e,2)},p:function(t){return a[+(t.getHours()>=12)]},S:function(t,e){return Ve(t.getSeconds(),e,2)},U:function(t,e){return Ve(Pe.sundayOfYear(t),e,2)},w:function(t){return t.getDay()},W:function(t,e){return Ve(Pe.mondayOfYear(t),e,2)},x:u(n),X:u(i),y:function(t,e){return Ve(t.getFullYear()%100,e,2)},Y:function(t,e){return Ve(t.getFullYear()%1e4,e,4)},Z:ir,\"%\":function(){return\"%\"}},w={a:function(t,e,r){g.lastIndex=0;var n=g.exec(e.slice(r));return n?(t.w=m.get(n[0].toLowerCase()),r+n[0].length):-1},A:function(t,e,r){p.lastIndex=0;var n=p.exec(e.slice(r));return n?(t.w=d.get(n[0].toLowerCase()),r+n[0].length):-1},b:function(t,e,r){x.lastIndex=0;var n=x.exec(e.slice(r));return n?(t.m=b.get(n[0].toLowerCase()),r+n[0].length):-1},B:function(t,e,r){v.lastIndex=0;var n=v.exec(e.slice(r));return n?(t.m=y.get(n[0].toLowerCase()),r+n[0].length):-1},c:function(t,e,r){return f(t,_.c.toString(),e,r)},d:Qe,e:Qe,H:tr,I:tr,j:$e,L:nr,m:Ke,M:er,p:function(t,e,r){var n=h.get(e.slice(r,r+=2).toLowerCase());return null==n?-1:(t.p=n,r)},S:rr,U:Ye,w:Ge,W:We,x:function(t,e,r){return f(t,_.x.toString(),e,r)},X:function(t,e,r){return f(t,_.X.toString(),e,r)},y:Ze,Y:Xe,Z:Je,\"%\":ar};return u}Pe.year=Re((function(t){return(t=Pe.day(t)).setMonth(0,1),t}),(function(t,e){t.setFullYear(t.getFullYear()+e)}),(function(t){return t.getFullYear()})),Pe.years=Pe.year.range,Pe.years.utc=Pe.year.utc.range,Pe.day=Re((function(t){var e=new ze(2e3,0);return e.setFullYear(t.getFullYear(),t.getMonth(),t.getDate()),e}),(function(t,e){t.setDate(t.getDate()+e)}),(function(t){return t.getDate()-1})),Pe.days=Pe.day.range,Pe.days.utc=Pe.day.utc.range,Pe.dayOfYear=function(t){var e=Pe.year(t);return Math.floor((t-e-6e4*(t.getTimezoneOffset()-e.getTimezoneOffset()))/864e5)},[\"sunday\",\"monday\",\"tuesday\",\"wednesday\",\"thursday\",\"friday\",\"saturday\"].forEach((function(t,e){e=7-e;var r=Pe[t]=Re((function(t){return(t=Pe.day(t)).setDate(t.getDate()-(t.getDay()+e)%7),t}),(function(t,e){t.setDate(t.getDate()+7*Math.floor(e))}),(function(t){var r=Pe.year(t).getDay();return Math.floor((Pe.dayOfYear(t)+(r+e)%7)/7)-(r!==e)}));Pe[t+\"s\"]=r.range,Pe[t+\"s\"].utc=r.utc.range,Pe[t+\"OfYear\"]=function(t){var r=Pe.year(t).getDay();return Math.floor((Pe.dayOfYear(t)+(r+e)%7)/7)}})),Pe.week=Pe.sunday,Pe.weeks=Pe.sunday.range,Pe.weeks.utc=Pe.sunday.utc.range,Pe.weekOfYear=Pe.sundayOfYear;var Ne={\"-\":\"\",_:\" \",0:\"0\"},je=/^\\s*\\d+/,Ue=/^%/;function Ve(t,e,r){var n=t<0?\"-\":\"\",i=(n?-t:t)+\"\",a=i.length;return n+(a<r?new Array(r-a+1).join(e)+i:i)}function qe(e){return new RegExp(\"^(?:\"+e.map(t.requote).join(\"|\")+\")\",\"i\")}function He(t){for(var e=new _,r=-1,n=t.length;++r<n;)e.set(t[r].toLowerCase(),r);return e}function Ge(t,e,r){je.lastIndex=0;var n=je.exec(e.slice(r,r+1));return n?(t.w=+n[0],r+n[0].length):-1}function Ye(t,e,r){je.lastIndex=0;var n=je.exec(e.slice(r));return n?(t.U=+n[0],r+n[0].length):-1}function We(t,e,r){je.lastIndex=0;var n=je.exec(e.slice(r));return n?(t.W=+n[0],r+n[0].length):-1}function Xe(t,e,r){je.lastIndex=0;var n=je.exec(e.slice(r,r+4));return n?(t.y=+n[0],r+n[0].length):-1}function Ze(t,e,r){je.lastIndex=0;var n,i=je.exec(e.slice(r,r+2));return i?(t.y=(n=+i[0])+(n>68?1900:2e3),r+i[0].length):-1}function Je(t,e,r){return/^[+-]\\d{4}$/.test(e=e.slice(r,r+5))?(t.Z=-e,r+5):-1}function Ke(t,e,r){je.lastIndex=0;var n=je.exec(e.slice(r,r+2));return n?(t.m=n[0]-1,r+n[0].length):-1}function Qe(t,e,r){je.lastIndex=0;var n=je.exec(e.slice(r,r+2));return n?(t.d=+n[0],r+n[0].length):-1}function $e(t,e,r){je.lastIndex=0;var n=je.exec(e.slice(r,r+3));return n?(t.j=+n[0],r+n[0].length):-1}function tr(t,e,r){je.lastIndex=0;var n=je.exec(e.slice(r,r+2));return n?(t.H=+n[0],r+n[0].length):-1}function er(t,e,r){je.lastIndex=0;var n=je.exec(e.slice(r,r+2));return n?(t.M=+n[0],r+n[0].length):-1}function rr(t,e,r){je.lastIndex=0;var n=je.exec(e.slice(r,r+2));return n?(t.S=+n[0],r+n[0].length):-1}function nr(t,e,r){je.lastIndex=0;var n=je.exec(e.slice(r,r+3));return n?(t.L=+n[0],r+n[0].length):-1}function ir(t){var e=t.getTimezoneOffset(),r=e>0?\"-\":\"+\",n=y(e)/60|0,i=y(e)%60;return r+Ve(n,\"0\",2)+Ve(i,\"0\",2)}function ar(t,e,r){Ue.lastIndex=0;var n=Ue.exec(e.slice(r,r+1));return n?r+n[0].length:-1}function or(t){for(var e=t.length,r=-1;++r<e;)t[r][0]=this(t[r][0]);return function(e){for(var r=0,n=t[r];!n[1](e);)n=t[++r];return n[0](e)}}t.locale=function(t){return{numberFormat:Ee(t),timeFormat:Be(t)}};var sr=t.locale({decimal:\".\",thousands:\",\",grouping:[3],currency:[\"$\",\"\"],dateTime:\"%a %b %e %X %Y\",date:\"%m/%d/%Y\",time:\"%H:%M:%S\",periods:[\"AM\",\"PM\"],days:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],shortDays:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],months:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],shortMonths:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"]});function lr(){}t.format=sr.numberFormat,t.geo={},lr.prototype={s:0,t:0,add:function(t){ur(t,this.t,cr),ur(cr.s,this.s,this),this.s?this.t+=cr.t:this.s=cr.t},reset:function(){this.s=this.t=0},valueOf:function(){return this.s}};var cr=new lr;function ur(t,e,r){var n=r.s=t+e,i=n-t,a=n-i;r.t=t-a+(e-i)}function fr(t,e){t&&pr.hasOwnProperty(t.type)&&pr[t.type](t,e)}t.geo.stream=function(t,e){t&&hr.hasOwnProperty(t.type)?hr[t.type](t,e):fr(t,e)};var hr={Feature:function(t,e){fr(t.geometry,e)},FeatureCollection:function(t,e){for(var r=t.features,n=-1,i=r.length;++n<i;)fr(r[n].geometry,e)}},pr={Sphere:function(t,e){e.sphere()},Point:function(t,e){t=t.coordinates,e.point(t[0],t[1],t[2])},MultiPoint:function(t,e){for(var r=t.coordinates,n=-1,i=r.length;++n<i;)t=r[n],e.point(t[0],t[1],t[2])},LineString:function(t,e){dr(t.coordinates,e,0)},MultiLineString:function(t,e){for(var r=t.coordinates,n=-1,i=r.length;++n<i;)dr(r[n],e,0)},Polygon:function(t,e){gr(t.coordinates,e)},MultiPolygon:function(t,e){for(var r=t.coordinates,n=-1,i=r.length;++n<i;)gr(r[n],e)},GeometryCollection:function(t,e){for(var r=t.geometries,n=-1,i=r.length;++n<i;)fr(r[n],e)}};function dr(t,e,r){var n,i=-1,a=t.length-r;for(e.lineStart();++i<a;)n=t[i],e.point(n[0],n[1],n[2]);e.lineEnd()}function gr(t,e){var r=-1,n=t.length;for(e.polygonStart();++r<n;)dr(t[r],e,1);e.polygonEnd()}t.geo.area=function(e){return mr=0,t.geo.stream(e,Cr),mr};var mr,vr,yr,xr,br,_r,wr,Tr,kr,Mr,Ar,Sr,Er=new lr,Cr={sphere:function(){mr+=4*At},point:O,lineStart:O,lineEnd:O,polygonStart:function(){Er.reset(),Cr.lineStart=Lr},polygonEnd:function(){var t=2*Er;mr+=t<0?4*At+t:t,Cr.lineStart=Cr.lineEnd=Cr.point=O}};function Lr(){var t,e,r,n,i;function a(t,e){e=e*Lt/2+At/4;var a=(t*=Lt)-r,o=a>=0?1:-1,s=o*a,l=Math.cos(e),c=Math.sin(e),u=i*c,f=n*l+u*Math.cos(s),h=u*o*Math.sin(s);Er.add(Math.atan2(h,f)),r=t,n=l,i=c}Cr.point=function(o,s){Cr.point=a,r=(t=o)*Lt,n=Math.cos(s=(e=s)*Lt/2+At/4),i=Math.sin(s)},Cr.lineEnd=function(){a(t,e)}}function Ir(t){var e=t[0],r=t[1],n=Math.cos(r);return[n*Math.cos(e),n*Math.sin(e),Math.sin(r)]}function Pr(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]}function zr(t,e){return[t[1]*e[2]-t[2]*e[1],t[2]*e[0]-t[0]*e[2],t[0]*e[1]-t[1]*e[0]]}function Or(t,e){t[0]+=e[0],t[1]+=e[1],t[2]+=e[2]}function Dr(t,e){return[t[0]*e,t[1]*e,t[2]*e]}function Rr(t){var e=Math.sqrt(t[0]*t[0]+t[1]*t[1]+t[2]*t[2]);t[0]/=e,t[1]/=e,t[2]/=e}function Fr(t){return[Math.atan2(t[1],t[0]),Dt(t[2])]}function Br(t,e){return y(t[0]-e[0])<kt&&y(t[1]-e[1])<kt}t.geo.bounds=function(){var e,r,n,i,a,o,s,l,c,u,f,h={point:p,lineStart:g,lineEnd:m,polygonStart:function(){h.point=v,h.lineStart=x,h.lineEnd=b,c=0,Cr.polygonStart()},polygonEnd:function(){Cr.polygonEnd(),h.point=p,h.lineStart=g,h.lineEnd=m,Er<0?(e=-(n=180),r=-(i=90)):c>kt?i=90:c<-kt&&(r=-90),f[0]=e,f[1]=n}};function p(t,a){u.push(f=[e=t,n=t]),a<r&&(r=a),a>i&&(i=a)}function d(t,o){var s=Ir([t*Lt,o*Lt]);if(l){var c=zr(l,s),u=zr([c[1],-c[0],0],c);Rr(u),u=Fr(u);var f=t-a,h=f>0?1:-1,d=u[0]*It*h,g=y(f)>180;if(g^(h*a<d&&d<h*t))(m=u[1]*It)>i&&(i=m);else if(g^(h*a<(d=(d+360)%360-180)&&d<h*t)){var m;(m=-u[1]*It)<r&&(r=m)}else o<r&&(r=o),o>i&&(i=o);g?t<a?_(e,t)>_(e,n)&&(n=t):_(t,n)>_(e,n)&&(e=t):n>=e?(t<e&&(e=t),t>n&&(n=t)):t>a?_(e,t)>_(e,n)&&(n=t):_(t,n)>_(e,n)&&(e=t)}else p(t,o);l=s,a=t}function g(){h.point=d}function m(){f[0]=e,f[1]=n,h.point=p,l=null}function v(t,e){if(l){var r=t-a;c+=y(r)>180?r+(r>0?360:-360):r}else o=t,s=e;Cr.point(t,e),d(t,e)}function x(){Cr.lineStart()}function b(){v(o,s),Cr.lineEnd(),y(c)>kt&&(e=-(n=180)),f[0]=e,f[1]=n,l=null}function _(t,e){return(e-=t)<0?e+360:e}function w(t,e){return t[0]-e[0]}function T(t,e){return e[0]<=e[1]?e[0]<=t&&t<=e[1]:t<e[0]||e[1]<t}return function(a){if(i=n=-(e=r=1/0),u=[],t.geo.stream(a,h),c=u.length){u.sort(w);for(var o=1,s=[g=u[0]];o<c;++o)T((p=u[o])[0],g)||T(p[1],g)?(_(g[0],p[1])>_(g[0],g[1])&&(g[1]=p[1]),_(p[0],g[1])>_(g[0],g[1])&&(g[0]=p[0])):s.push(g=p);for(var l,c,p,d=-1/0,g=(o=0,s[c=s.length-1]);o<=c;g=p,++o)p=s[o],(l=_(g[1],p[0]))>d&&(d=l,e=p[0],n=g[1])}return u=f=null,e===1/0||r===1/0?[[NaN,NaN],[NaN,NaN]]:[[e,r],[n,i]]}}(),t.geo.centroid=function(e){vr=yr=xr=br=_r=wr=Tr=kr=Mr=Ar=Sr=0,t.geo.stream(e,Nr);var r=Mr,n=Ar,i=Sr,a=r*r+n*n+i*i;return a<Mt&&(r=wr,n=Tr,i=kr,yr<kt&&(r=xr,n=br,i=_r),(a=r*r+n*n+i*i)<Mt)?[NaN,NaN]:[Math.atan2(n,r)*It,Dt(i/Math.sqrt(a))*It]};var Nr={sphere:O,point:jr,lineStart:Vr,lineEnd:qr,polygonStart:function(){Nr.lineStart=Hr},polygonEnd:function(){Nr.lineStart=Vr}};function jr(t,e){t*=Lt;var r=Math.cos(e*=Lt);Ur(r*Math.cos(t),r*Math.sin(t),Math.sin(e))}function Ur(t,e,r){++vr,xr+=(t-xr)/vr,br+=(e-br)/vr,_r+=(r-_r)/vr}function Vr(){var t,e,r;function n(n,i){n*=Lt;var a=Math.cos(i*=Lt),o=a*Math.cos(n),s=a*Math.sin(n),l=Math.sin(i),c=Math.atan2(Math.sqrt((c=e*l-r*s)*c+(c=r*o-t*l)*c+(c=t*s-e*o)*c),t*o+e*s+r*l);yr+=c,wr+=c*(t+(t=o)),Tr+=c*(e+(e=s)),kr+=c*(r+(r=l)),Ur(t,e,r)}Nr.point=function(i,a){i*=Lt;var o=Math.cos(a*=Lt);t=o*Math.cos(i),e=o*Math.sin(i),r=Math.sin(a),Nr.point=n,Ur(t,e,r)}}function qr(){Nr.point=jr}function Hr(){var t,e,r,n,i;function a(t,e){t*=Lt;var a=Math.cos(e*=Lt),o=a*Math.cos(t),s=a*Math.sin(t),l=Math.sin(e),c=n*l-i*s,u=i*o-r*l,f=r*s-n*o,h=Math.sqrt(c*c+u*u+f*f),p=r*o+n*s+i*l,d=h&&-Ot(p)/h,g=Math.atan2(h,p);Mr+=d*c,Ar+=d*u,Sr+=d*f,yr+=g,wr+=g*(r+(r=o)),Tr+=g*(n+(n=s)),kr+=g*(i+(i=l)),Ur(r,n,i)}Nr.point=function(o,s){t=o,e=s,Nr.point=a,o*=Lt;var l=Math.cos(s*=Lt);r=l*Math.cos(o),n=l*Math.sin(o),i=Math.sin(s),Ur(r,n,i)},Nr.lineEnd=function(){a(t,e),Nr.lineEnd=qr,Nr.point=jr}}function Gr(t,e){function r(r,n){return r=t(r,n),e(r[0],r[1])}return t.invert&&e.invert&&(r.invert=function(r,n){return(r=e.invert(r,n))&&t.invert(r[0],r[1])}),r}function Yr(){return!0}function Wr(t,e,r,n,i){var a=[],o=[];if(t.forEach((function(t){if(!((e=t.length-1)<=0)){var e,r=t[0],n=t[e];if(Br(r,n)){i.lineStart();for(var s=0;s<e;++s)i.point((r=t[s])[0],r[1]);i.lineEnd()}else{var l=new Zr(r,t,null,!0),c=new Zr(r,null,l,!1);l.o=c,a.push(l),o.push(c),l=new Zr(n,t,null,!1),c=new Zr(n,null,l,!0),l.o=c,a.push(l),o.push(c)}}})),o.sort(e),Xr(a),Xr(o),a.length){for(var s=0,l=r,c=o.length;s<c;++s)o[s].e=l=!l;for(var u,f,h=a[0];;){for(var p=h,d=!0;p.v;)if((p=p.n)===h)return;u=p.z,i.lineStart();do{if(p.v=p.o.v=!0,p.e){if(d)for(s=0,c=u.length;s<c;++s)i.point((f=u[s])[0],f[1]);else n(p.x,p.n.x,1,i);p=p.n}else{if(d)for(s=(u=p.p.z).length-1;s>=0;--s)i.point((f=u[s])[0],f[1]);else n(p.x,p.p.x,-1,i);p=p.p}u=(p=p.o).z,d=!d}while(!p.v);i.lineEnd()}}}function Xr(t){if(e=t.length){for(var e,r,n=0,i=t[0];++n<e;)i.n=r=t[n],r.p=i,i=r;i.n=r=t[0],r.p=i}}function Zr(t,e,r,n){this.x=t,this.z=e,this.o=r,this.e=n,this.v=!1,this.n=this.p=null}function Jr(e,r,n,i){return function(a,o){var s,l=r(o),c=a.invert(i[0],i[1]),u={point:f,lineStart:p,lineEnd:d,polygonStart:function(){u.point=b,u.lineStart=_,u.lineEnd=w,s=[],g=[]},polygonEnd:function(){u.point=f,u.lineStart=p,u.lineEnd=d,s=t.merge(s);var e=function(t,e){var r=t[0],n=t[1],i=[Math.sin(r),-Math.cos(r),0],a=0,o=0;Er.reset();for(var s=0,l=e.length;s<l;++s){var c=e[s],u=c.length;if(u)for(var f=c[0],h=f[0],p=f[1]/2+At/4,d=Math.sin(p),g=Math.cos(p),m=1;;){m===u&&(m=0);var v=(t=c[m])[0],y=t[1]/2+At/4,x=Math.sin(y),b=Math.cos(y),_=v-h,w=_>=0?1:-1,T=w*_,k=T>At,M=d*x;if(Er.add(Math.atan2(M*w*Math.sin(T),g*b+M*Math.cos(T))),a+=k?_+w*St:_,k^h>=r^v>=r){var A=zr(Ir(f),Ir(t));Rr(A);var S=zr(i,A);Rr(S);var E=(k^_>=0?-1:1)*Dt(S[2]);(n>E||n===E&&(A[0]||A[1]))&&(o+=k^_>=0?1:-1)}if(!m++)break;h=v,d=x,g=b,f=t}}return(a<-kt||a<kt&&Er<-kt)^1&o}(c,g);s.length?(x||(o.polygonStart(),x=!0),Wr(s,$r,e,n,o)):e&&(x||(o.polygonStart(),x=!0),o.lineStart(),n(null,null,1,o),o.lineEnd()),x&&(o.polygonEnd(),x=!1),s=g=null},sphere:function(){o.polygonStart(),o.lineStart(),n(null,null,1,o),o.lineEnd(),o.polygonEnd()}};function f(t,r){var n=a(t,r);e(t=n[0],r=n[1])&&o.point(t,r)}function h(t,e){var r=a(t,e);l.point(r[0],r[1])}function p(){u.point=h,l.lineStart()}function d(){u.point=f,l.lineEnd()}var g,m,v=Qr(),y=r(v),x=!1;function b(t,e){m.push([t,e]);var r=a(t,e);y.point(r[0],r[1])}function _(){y.lineStart(),m=[]}function w(){b(m[0][0],m[0][1]),y.lineEnd();var t,e=y.clean(),r=v.buffer(),n=r.length;if(m.pop(),g.push(m),m=null,n)if(1&e){var i,a=-1;if((n=(t=r[0]).length-1)>0){for(x||(o.polygonStart(),x=!0),o.lineStart();++a<n;)o.point((i=t[a])[0],i[1]);o.lineEnd()}}else n>1&&2&e&&r.push(r.pop().concat(r.shift())),s.push(r.filter(Kr))}return u}}function Kr(t){return t.length>1}function Qr(){var t,e=[];return{lineStart:function(){e.push(t=[])},point:function(e,r){t.push([e,r])},lineEnd:O,buffer:function(){var r=e;return e=[],t=null,r},rejoin:function(){e.length>1&&e.push(e.pop().concat(e.shift()))}}}function $r(t,e){return((t=t.x)[0]<0?t[1]-Ct-kt:Ct-t[1])-((e=e.x)[0]<0?e[1]-Ct-kt:Ct-e[1])}var tn=Jr(Yr,(function(t){var e,r=NaN,n=NaN,i=NaN;return{lineStart:function(){t.lineStart(),e=1},point:function(a,o){var s=a>0?At:-At,l=y(a-r);y(l-At)<kt?(t.point(r,n=(n+o)/2>0?Ct:-Ct),t.point(i,n),t.lineEnd(),t.lineStart(),t.point(s,n),t.point(a,n),e=0):i!==s&&l>=At&&(y(r-i)<kt&&(r-=i*kt),y(a-s)<kt&&(a-=s*kt),n=function(t,e,r,n){var i,a,o=Math.sin(t-r);return y(o)>kt?Math.atan((Math.sin(e)*(a=Math.cos(n))*Math.sin(r)-Math.sin(n)*(i=Math.cos(e))*Math.sin(t))/(i*a*o)):(e+n)/2}(r,n,a,o),t.point(i,n),t.lineEnd(),t.lineStart(),t.point(s,n),e=0),t.point(r=a,n=o),i=s},lineEnd:function(){t.lineEnd(),r=n=NaN},clean:function(){return 2-e}}}),(function(t,e,r,n){var i;if(null==t)i=r*Ct,n.point(-At,i),n.point(0,i),n.point(At,i),n.point(At,0),n.point(At,-i),n.point(0,-i),n.point(-At,-i),n.point(-At,0),n.point(-At,i);else if(y(t[0]-e[0])>kt){var a=t[0]<e[0]?At:-At;i=r*a/2,n.point(-a,i),n.point(0,i),n.point(a,i)}else n.point(e[0],e[1])}),[-At,-At/2]);function en(t){var e=Math.cos(t),r=e>0,n=y(e)>kt;return Jr(i,(function(t){var e,s,l,c,u;return{lineStart:function(){c=l=!1,u=1},point:function(f,h){var p,d=[f,h],g=i(f,h),m=r?g?0:o(f,h):g?o(f+(f<0?At:-At),h):0;if(!e&&(c=l=g)&&t.lineStart(),g!==l&&(p=a(e,d),(Br(e,p)||Br(d,p))&&(d[0]+=kt,d[1]+=kt,g=i(d[0],d[1]))),g!==l)u=0,g?(t.lineStart(),p=a(d,e),t.point(p[0],p[1])):(p=a(e,d),t.point(p[0],p[1]),t.lineEnd()),e=p;else if(n&&e&&r^g){var v;m&s||!(v=a(d,e,!0))||(u=0,r?(t.lineStart(),t.point(v[0][0],v[0][1]),t.point(v[1][0],v[1][1]),t.lineEnd()):(t.point(v[1][0],v[1][1]),t.lineEnd(),t.lineStart(),t.point(v[0][0],v[0][1])))}!g||e&&Br(e,d)||t.point(d[0],d[1]),e=d,l=g,s=m},lineEnd:function(){l&&t.lineEnd(),e=null},clean:function(){return u|(c&&l)<<1}}}),Bn(t,6*Lt),r?[0,-t]:[-At,t-At]);function i(t,r){return Math.cos(t)*Math.cos(r)>e}function a(t,r,n){var i=[1,0,0],a=zr(Ir(t),Ir(r)),o=Pr(a,a),s=a[0],l=o-s*s;if(!l)return!n&&t;var c=e*o/l,u=-e*s/l,f=zr(i,a),h=Dr(i,c);Or(h,Dr(a,u));var p=f,d=Pr(h,p),g=Pr(p,p),m=d*d-g*(Pr(h,h)-1);if(!(m<0)){var v=Math.sqrt(m),x=Dr(p,(-d-v)/g);if(Or(x,h),x=Fr(x),!n)return x;var b,_=t[0],w=r[0],T=t[1],k=r[1];w<_&&(b=_,_=w,w=b);var M=w-_,A=y(M-At)<kt;if(!A&&k<T&&(b=T,T=k,k=b),A||M<kt?A?T+k>0^x[1]<(y(x[0]-_)<kt?T:k):T<=x[1]&&x[1]<=k:M>At^(_<=x[0]&&x[0]<=w)){var S=Dr(p,(-d+v)/g);return Or(S,h),[x,Fr(S)]}}}function o(e,n){var i=r?t:At-t,a=0;return e<-i?a|=1:e>i&&(a|=2),n<-i?a|=4:n>i&&(a|=8),a}}function rn(t,e,r,n){return function(i){var a,o=i.a,s=i.b,l=o.x,c=o.y,u=0,f=1,h=s.x-l,p=s.y-c;if(a=t-l,h||!(a>0)){if(a/=h,h<0){if(a<u)return;a<f&&(f=a)}else if(h>0){if(a>f)return;a>u&&(u=a)}if(a=r-l,h||!(a<0)){if(a/=h,h<0){if(a>f)return;a>u&&(u=a)}else if(h>0){if(a<u)return;a<f&&(f=a)}if(a=e-c,p||!(a>0)){if(a/=p,p<0){if(a<u)return;a<f&&(f=a)}else if(p>0){if(a>f)return;a>u&&(u=a)}if(a=n-c,p||!(a<0)){if(a/=p,p<0){if(a>f)return;a>u&&(u=a)}else if(p>0){if(a<u)return;a<f&&(f=a)}return u>0&&(i.a={x:l+u*h,y:c+u*p}),f<1&&(i.b={x:l+f*h,y:c+f*p}),i}}}}}}function nn(e,r,n,i){return function(l){var c,u,f,h,p,d,g,m,v,y,x,b=l,_=Qr(),w=rn(e,r,n,i),T={point:A,lineStart:function(){T.point=S,u&&u.push(f=[]);y=!0,v=!1,g=m=NaN},lineEnd:function(){c&&(S(h,p),d&&v&&_.rejoin(),c.push(_.buffer()));T.point=A,v&&l.lineEnd()},polygonStart:function(){l=_,c=[],u=[],x=!0},polygonEnd:function(){l=b,c=t.merge(c);var r=function(t){for(var e=0,r=u.length,n=t[1],i=0;i<r;++i)for(var a,o=1,s=u[i],l=s.length,c=s[0];o<l;++o)a=s[o],c[1]<=n?a[1]>n&&zt(c,a,t)>0&&++e:a[1]<=n&&zt(c,a,t)<0&&--e,c=a;return 0!==e}([e,i]),n=x&&r,a=c.length;(n||a)&&(l.polygonStart(),n&&(l.lineStart(),k(null,null,1,l),l.lineEnd()),a&&Wr(c,o,r,k,l),l.polygonEnd()),c=u=f=null}};function k(t,o,l,c){var u=0,f=0;if(null==t||(u=a(t,l))!==(f=a(o,l))||s(t,o)<0^l>0)do{c.point(0===u||3===u?e:n,u>1?i:r)}while((u=(u+l+4)%4)!==f);else c.point(o[0],o[1])}function M(t,a){return e<=t&&t<=n&&r<=a&&a<=i}function A(t,e){M(t,e)&&l.point(t,e)}function S(t,e){var r=M(t=Math.max(-1e9,Math.min(1e9,t)),e=Math.max(-1e9,Math.min(1e9,e)));if(u&&f.push([t,e]),y)h=t,p=e,d=r,y=!1,r&&(l.lineStart(),l.point(t,e));else if(r&&v)l.point(t,e);else{var n={a:{x:g,y:m},b:{x:t,y:e}};w(n)?(v||(l.lineStart(),l.point(n.a.x,n.a.y)),l.point(n.b.x,n.b.y),r||l.lineEnd(),x=!1):r&&(l.lineStart(),l.point(t,e),x=!1)}g=t,m=e,v=r}return T};function a(t,i){return y(t[0]-e)<kt?i>0?0:3:y(t[0]-n)<kt?i>0?2:1:y(t[1]-r)<kt?i>0?1:0:i>0?3:2}function o(t,e){return s(t.x,e.x)}function s(t,e){var r=a(t,1),n=a(e,1);return r!==n?r-n:0===r?e[1]-t[1]:1===r?t[0]-e[0]:2===r?t[1]-e[1]:e[0]-t[0]}}function an(t){var e=0,r=At/3,n=Ln(t),i=n(e,r);return i.parallels=function(t){return arguments.length?n(e=t[0]*At/180,r=t[1]*At/180):[e/At*180,r/At*180]},i}function on(t,e){var r=Math.sin(t),n=(r+Math.sin(e))/2,i=1+r*(2*n-r),a=Math.sqrt(i)/n;function o(t,e){var r=Math.sqrt(i-2*n*Math.sin(e))/n;return[r*Math.sin(t*=n),a-r*Math.cos(t)]}return o.invert=function(t,e){var r=a-e;return[Math.atan2(t,r)/n,Dt((i-(t*t+r*r)*n*n)/(2*n))]},o}t.geo.clipExtent=function(){var t,e,r,n,i,a,o={stream:function(t){return i&&(i.valid=!1),(i=a(t)).valid=!0,i},extent:function(s){return arguments.length?(a=nn(t=+s[0][0],e=+s[0][1],r=+s[1][0],n=+s[1][1]),i&&(i.valid=!1,i=null),o):[[t,e],[r,n]]}};return o.extent([[0,0],[960,500]])},(t.geo.conicEqualArea=function(){return an(on)}).raw=on,t.geo.albers=function(){return t.geo.conicEqualArea().rotate([96,0]).center([-.6,38.7]).parallels([29.5,45.5]).scale(1070)},t.geo.albersUsa=function(){var e,r,n,i,a=t.geo.albers(),o=t.geo.conicEqualArea().rotate([154,0]).center([-2,58.5]).parallels([55,65]),s=t.geo.conicEqualArea().rotate([157,0]).center([-3,19.9]).parallels([8,18]),l={point:function(t,r){e=[t,r]}};function c(t){var a=t[0],o=t[1];return e=null,r(a,o),e||(n(a,o),e)||i(a,o),e}return c.invert=function(t){var e=a.scale(),r=a.translate(),n=(t[0]-r[0])/e,i=(t[1]-r[1])/e;return(i>=.12&&i<.234&&n>=-.425&&n<-.214?o:i>=.166&&i<.234&&n>=-.214&&n<-.115?s:a).invert(t)},c.stream=function(t){var e=a.stream(t),r=o.stream(t),n=s.stream(t);return{point:function(t,i){e.point(t,i),r.point(t,i),n.point(t,i)},sphere:function(){e.sphere(),r.sphere(),n.sphere()},lineStart:function(){e.lineStart(),r.lineStart(),n.lineStart()},lineEnd:function(){e.lineEnd(),r.lineEnd(),n.lineEnd()},polygonStart:function(){e.polygonStart(),r.polygonStart(),n.polygonStart()},polygonEnd:function(){e.polygonEnd(),r.polygonEnd(),n.polygonEnd()}}},c.precision=function(t){return arguments.length?(a.precision(t),o.precision(t),s.precision(t),c):a.precision()},c.scale=function(t){return arguments.length?(a.scale(t),o.scale(.35*t),s.scale(t),c.translate(a.translate())):a.scale()},c.translate=function(t){if(!arguments.length)return a.translate();var e=a.scale(),u=+t[0],f=+t[1];return r=a.translate(t).clipExtent([[u-.455*e,f-.238*e],[u+.455*e,f+.238*e]]).stream(l).point,n=o.translate([u-.307*e,f+.201*e]).clipExtent([[u-.425*e+kt,f+.12*e+kt],[u-.214*e-kt,f+.234*e-kt]]).stream(l).point,i=s.translate([u-.205*e,f+.212*e]).clipExtent([[u-.214*e+kt,f+.166*e+kt],[u-.115*e-kt,f+.234*e-kt]]).stream(l).point,c},c.scale(1070)};var sn,ln,cn,un,fn,hn,pn={point:O,lineStart:O,lineEnd:O,polygonStart:function(){ln=0,pn.lineStart=dn},polygonEnd:function(){pn.lineStart=pn.lineEnd=pn.point=O,sn+=y(ln/2)}};function dn(){var t,e,r,n;function i(t,e){ln+=n*t-r*e,r=t,n=e}pn.point=function(a,o){pn.point=i,t=r=a,e=n=o},pn.lineEnd=function(){i(t,e)}}var gn={point:function(t,e){t<cn&&(cn=t);t>fn&&(fn=t);e<un&&(un=e);e>hn&&(hn=e)},lineStart:O,lineEnd:O,polygonStart:O,polygonEnd:O};function mn(){var t=vn(4.5),e=[],r={point:n,lineStart:function(){r.point=i},lineEnd:o,polygonStart:function(){r.lineEnd=s},polygonEnd:function(){r.lineEnd=o,r.point=n},pointRadius:function(e){return t=vn(e),r},result:function(){if(e.length){var t=e.join(\"\");return e=[],t}}};function n(r,n){e.push(\"M\",r,\",\",n,t)}function i(t,n){e.push(\"M\",t,\",\",n),r.point=a}function a(t,r){e.push(\"L\",t,\",\",r)}function o(){r.point=n}function s(){e.push(\"Z\")}return r}function vn(t){return\"m0,\"+t+\"a\"+t+\",\"+t+\" 0 1,1 0,\"+-2*t+\"a\"+t+\",\"+t+\" 0 1,1 0,\"+2*t+\"z\"}var yn,xn={point:bn,lineStart:_n,lineEnd:wn,polygonStart:function(){xn.lineStart=Tn},polygonEnd:function(){xn.point=bn,xn.lineStart=_n,xn.lineEnd=wn}};function bn(t,e){xr+=t,br+=e,++_r}function _n(){var t,e;function r(r,n){var i=r-t,a=n-e,o=Math.sqrt(i*i+a*a);wr+=o*(t+r)/2,Tr+=o*(e+n)/2,kr+=o,bn(t=r,e=n)}xn.point=function(n,i){xn.point=r,bn(t=n,e=i)}}function wn(){xn.point=bn}function Tn(){var t,e,r,n;function i(t,e){var i=t-r,a=e-n,o=Math.sqrt(i*i+a*a);wr+=o*(r+t)/2,Tr+=o*(n+e)/2,kr+=o,Mr+=(o=n*t-r*e)*(r+t),Ar+=o*(n+e),Sr+=3*o,bn(r=t,n=e)}xn.point=function(a,o){xn.point=i,bn(t=r=a,e=n=o)},xn.lineEnd=function(){i(t,e)}}function kn(t){var e=4.5,r={point:n,lineStart:function(){r.point=i},lineEnd:o,polygonStart:function(){r.lineEnd=s},polygonEnd:function(){r.lineEnd=o,r.point=n},pointRadius:function(t){return e=t,r},result:O};function n(r,n){t.moveTo(r+e,n),t.arc(r,n,e,0,St)}function i(e,n){t.moveTo(e,n),r.point=a}function a(e,r){t.lineTo(e,r)}function o(){r.point=n}function s(){t.closePath()}return r}function Mn(t){var e=.5,r=Math.cos(30*Lt),n=16;function i(t){return(n?o:a)(t)}function a(e){return En(e,(function(r,n){r=t(r,n),e.point(r[0],r[1])}))}function o(e){var r,i,a,o,l,c,u,f,h,p,d,g,m={point:v,lineStart:y,lineEnd:b,polygonStart:function(){e.polygonStart(),m.lineStart=_},polygonEnd:function(){e.polygonEnd(),m.lineStart=y}};function v(r,n){r=t(r,n),e.point(r[0],r[1])}function y(){f=NaN,m.point=x,e.lineStart()}function x(r,i){var a=Ir([r,i]),o=t(r,i);s(f,h,u,p,d,g,f=o[0],h=o[1],u=r,p=a[0],d=a[1],g=a[2],n,e),e.point(f,h)}function b(){m.point=v,e.lineEnd()}function _(){y(),m.point=w,m.lineEnd=T}function w(t,e){x(r=t,e),i=f,a=h,o=p,l=d,c=g,m.point=x}function T(){s(f,h,u,p,d,g,i,a,r,o,l,c,n,e),m.lineEnd=b,b()}return m}function s(n,i,a,o,l,c,u,f,h,p,d,g,m,v){var x=u-n,b=f-i,_=x*x+b*b;if(_>4*e&&m--){var w=o+p,T=l+d,k=c+g,M=Math.sqrt(w*w+T*T+k*k),A=Math.asin(k/=M),S=y(y(k)-1)<kt||y(a-h)<kt?(a+h)/2:Math.atan2(T,w),E=t(S,A),C=E[0],L=E[1],I=C-n,P=L-i,z=b*I-x*P;(z*z/_>e||y((x*I+b*P)/_-.5)>.3||o*p+l*d+c*g<r)&&(s(n,i,a,o,l,c,C,L,S,w/=M,T/=M,k,m,v),v.point(C,L),s(C,L,S,w,T,k,u,f,h,p,d,g,m,v))}}return i.precision=function(t){return arguments.length?(n=(e=t*t)>0&&16,i):Math.sqrt(e)},i}function An(t){var e=Mn((function(e,r){return t([e*It,r*It])}));return function(t){return In(e(t))}}function Sn(t){this.stream=t}function En(t,e){return{point:e,sphere:function(){t.sphere()},lineStart:function(){t.lineStart()},lineEnd:function(){t.lineEnd()},polygonStart:function(){t.polygonStart()},polygonEnd:function(){t.polygonEnd()}}}function Cn(t){return Ln((function(){return t}))()}function Ln(e){var r,n,i,a,o,s,l=Mn((function(t,e){return[(t=r(t,e))[0]*c+a,o-t[1]*c]})),c=150,u=480,f=250,h=0,p=0,d=0,g=0,m=0,v=tn,y=L,x=null,b=null;function _(t){return[(t=i(t[0]*Lt,t[1]*Lt))[0]*c+a,o-t[1]*c]}function w(t){return(t=i.invert((t[0]-a)/c,(o-t[1])/c))&&[t[0]*It,t[1]*It]}function T(){i=Gr(n=On(d,g,m),r);var t=r(h,p);return a=u-t[0]*c,o=f+t[1]*c,k()}function k(){return s&&(s.valid=!1,s=null),_}return _.stream=function(t){return s&&(s.valid=!1),(s=In(v(n,l(y(t))))).valid=!0,s},_.clipAngle=function(t){return arguments.length?(v=null==t?(x=t,tn):en((x=+t)*Lt),k()):x},_.clipExtent=function(t){return arguments.length?(b=t,y=t?nn(t[0][0],t[0][1],t[1][0],t[1][1]):L,k()):b},_.scale=function(t){return arguments.length?(c=+t,T()):c},_.translate=function(t){return arguments.length?(u=+t[0],f=+t[1],T()):[u,f]},_.center=function(t){return arguments.length?(h=t[0]%360*Lt,p=t[1]%360*Lt,T()):[h*It,p*It]},_.rotate=function(t){return arguments.length?(d=t[0]%360*Lt,g=t[1]%360*Lt,m=t.length>2?t[2]%360*Lt:0,T()):[d*It,g*It,m*It]},t.rebind(_,l,\"precision\"),function(){return r=e.apply(this,arguments),_.invert=r.invert&&w,T()}}function In(t){return En(t,(function(e,r){t.point(e*Lt,r*Lt)}))}function Pn(t,e){return[t,e]}function zn(t,e){return[t>At?t-St:t<-At?t+St:t,e]}function On(t,e,r){return t?e||r?Gr(Rn(t),Fn(e,r)):Rn(t):e||r?Fn(e,r):zn}function Dn(t){return function(e,r){return[(e+=t)>At?e-St:e<-At?e+St:e,r]}}function Rn(t){var e=Dn(t);return e.invert=Dn(-t),e}function Fn(t,e){var r=Math.cos(t),n=Math.sin(t),i=Math.cos(e),a=Math.sin(e);function o(t,e){var o=Math.cos(e),s=Math.cos(t)*o,l=Math.sin(t)*o,c=Math.sin(e),u=c*r+s*n;return[Math.atan2(l*i-u*a,s*r-c*n),Dt(u*i+l*a)]}return o.invert=function(t,e){var o=Math.cos(e),s=Math.cos(t)*o,l=Math.sin(t)*o,c=Math.sin(e),u=c*i-l*a;return[Math.atan2(l*i+c*a,s*r+u*n),Dt(u*r-s*n)]},o}function Bn(t,e){var r=Math.cos(t),n=Math.sin(t);return function(i,a,o,s){var l=o*e;null!=i?(i=Nn(r,i),a=Nn(r,a),(o>0?i<a:i>a)&&(i+=o*St)):(i=t+o*St,a=t-.5*l);for(var c,u=i;o>0?u>a:u<a;u-=l)s.point((c=Fr([r,-n*Math.cos(u),-n*Math.sin(u)]))[0],c[1])}}function Nn(t,e){var r=Ir(e);r[0]-=t,Rr(r);var n=Ot(-r[1]);return((-r[2]<0?-n:n)+2*Math.PI-kt)%(2*Math.PI)}function jn(e,r,n){var i=t.range(e,r-kt,n).concat(r);return function(t){return i.map((function(e){return[t,e]}))}}function Un(e,r,n){var i=t.range(e,r-kt,n).concat(r);return function(t){return i.map((function(e){return[e,t]}))}}function Vn(t){return t.source}function qn(t){return t.target}t.geo.path=function(){var e,r,n,i,a,o=4.5;function s(e){return e&&(\"function\"==typeof o&&i.pointRadius(+o.apply(this,arguments)),a&&a.valid||(a=n(i)),t.geo.stream(e,a)),i.result()}function l(){return a=null,s}return s.area=function(e){return sn=0,t.geo.stream(e,n(pn)),sn},s.centroid=function(e){return xr=br=_r=wr=Tr=kr=Mr=Ar=Sr=0,t.geo.stream(e,n(xn)),Sr?[Mr/Sr,Ar/Sr]:kr?[wr/kr,Tr/kr]:_r?[xr/_r,br/_r]:[NaN,NaN]},s.bounds=function(e){return fn=hn=-(cn=un=1/0),t.geo.stream(e,n(gn)),[[cn,un],[fn,hn]]},s.projection=function(t){return arguments.length?(n=(e=t)?t.stream||An(t):L,l()):e},s.context=function(t){return arguments.length?(i=null==(r=t)?new mn:new kn(t),\"function\"!=typeof o&&i.pointRadius(o),l()):r},s.pointRadius=function(t){return arguments.length?(o=\"function\"==typeof t?t:(i.pointRadius(+t),+t),s):o},s.projection(t.geo.albersUsa()).context(null)},t.geo.transform=function(t){return{stream:function(e){var r=new Sn(e);for(var n in t)r[n]=t[n];return r}}},Sn.prototype={point:function(t,e){this.stream.point(t,e)},sphere:function(){this.stream.sphere()},lineStart:function(){this.stream.lineStart()},lineEnd:function(){this.stream.lineEnd()},polygonStart:function(){this.stream.polygonStart()},polygonEnd:function(){this.stream.polygonEnd()}},t.geo.projection=Cn,t.geo.projectionMutator=Ln,(t.geo.equirectangular=function(){return Cn(Pn)}).raw=Pn.invert=Pn,t.geo.rotation=function(t){function e(e){return(e=t(e[0]*Lt,e[1]*Lt))[0]*=It,e[1]*=It,e}return t=On(t[0]%360*Lt,t[1]*Lt,t.length>2?t[2]*Lt:0),e.invert=function(e){return(e=t.invert(e[0]*Lt,e[1]*Lt))[0]*=It,e[1]*=It,e},e},zn.invert=Pn,t.geo.circle=function(){var t,e,r=[0,0],n=6;function i(){var t=\"function\"==typeof r?r.apply(this,arguments):r,n=On(-t[0]*Lt,-t[1]*Lt,0).invert,i=[];return e(null,null,1,{point:function(t,e){i.push(t=n(t,e)),t[0]*=It,t[1]*=It}}),{type:\"Polygon\",coordinates:[i]}}return i.origin=function(t){return arguments.length?(r=t,i):r},i.angle=function(r){return arguments.length?(e=Bn((t=+r)*Lt,n*Lt),i):t},i.precision=function(r){return arguments.length?(e=Bn(t*Lt,(n=+r)*Lt),i):n},i.angle(90)},t.geo.distance=function(t,e){var r,n=(e[0]-t[0])*Lt,i=t[1]*Lt,a=e[1]*Lt,o=Math.sin(n),s=Math.cos(n),l=Math.sin(i),c=Math.cos(i),u=Math.sin(a),f=Math.cos(a);return Math.atan2(Math.sqrt((r=f*o)*r+(r=c*u-l*f*s)*r),l*u+c*f*s)},t.geo.graticule=function(){var e,r,n,i,a,o,s,l,c,u,f,h,p=10,d=p,g=90,m=360,v=2.5;function x(){return{type:\"MultiLineString\",coordinates:b()}}function b(){return t.range(Math.ceil(i/g)*g,n,g).map(f).concat(t.range(Math.ceil(l/m)*m,s,m).map(h)).concat(t.range(Math.ceil(r/p)*p,e,p).filter((function(t){return y(t%g)>kt})).map(c)).concat(t.range(Math.ceil(o/d)*d,a,d).filter((function(t){return y(t%m)>kt})).map(u))}return x.lines=function(){return b().map((function(t){return{type:\"LineString\",coordinates:t}}))},x.outline=function(){return{type:\"Polygon\",coordinates:[f(i).concat(h(s).slice(1),f(n).reverse().slice(1),h(l).reverse().slice(1))]}},x.extent=function(t){return arguments.length?x.majorExtent(t).minorExtent(t):x.minorExtent()},x.majorExtent=function(t){return arguments.length?(i=+t[0][0],n=+t[1][0],l=+t[0][1],s=+t[1][1],i>n&&(t=i,i=n,n=t),l>s&&(t=l,l=s,s=t),x.precision(v)):[[i,l],[n,s]]},x.minorExtent=function(t){return arguments.length?(r=+t[0][0],e=+t[1][0],o=+t[0][1],a=+t[1][1],r>e&&(t=r,r=e,e=t),o>a&&(t=o,o=a,a=t),x.precision(v)):[[r,o],[e,a]]},x.step=function(t){return arguments.length?x.majorStep(t).minorStep(t):x.minorStep()},x.majorStep=function(t){return arguments.length?(g=+t[0],m=+t[1],x):[g,m]},x.minorStep=function(t){return arguments.length?(p=+t[0],d=+t[1],x):[p,d]},x.precision=function(t){return arguments.length?(v=+t,c=jn(o,a,90),u=Un(r,e,v),f=jn(l,s,90),h=Un(i,n,v),x):v},x.majorExtent([[-180,-90+kt],[180,90-kt]]).minorExtent([[-180,-80-kt],[180,80+kt]])},t.geo.greatArc=function(){var e,r,n=Vn,i=qn;function a(){return{type:\"LineString\",coordinates:[e||n.apply(this,arguments),r||i.apply(this,arguments)]}}return a.distance=function(){return t.geo.distance(e||n.apply(this,arguments),r||i.apply(this,arguments))},a.source=function(t){return arguments.length?(n=t,e=\"function\"==typeof t?null:t,a):n},a.target=function(t){return arguments.length?(i=t,r=\"function\"==typeof t?null:t,a):i},a.precision=function(){return arguments.length?a:0},a},t.geo.interpolate=function(t,e){return r=t[0]*Lt,n=t[1]*Lt,i=e[0]*Lt,a=e[1]*Lt,o=Math.cos(n),s=Math.sin(n),l=Math.cos(a),c=Math.sin(a),u=o*Math.cos(r),f=o*Math.sin(r),h=l*Math.cos(i),p=l*Math.sin(i),d=2*Math.asin(Math.sqrt(Ft(a-n)+o*l*Ft(i-r))),g=1/Math.sin(d),(m=d?function(t){var e=Math.sin(t*=d)*g,r=Math.sin(d-t)*g,n=r*u+e*h,i=r*f+e*p,a=r*s+e*c;return[Math.atan2(i,n)*It,Math.atan2(a,Math.sqrt(n*n+i*i))*It]}:function(){return[r*It,n*It]}).distance=d,m;var r,n,i,a,o,s,l,c,u,f,h,p,d,g,m},t.geo.length=function(e){return yn=0,t.geo.stream(e,Hn),yn};var Hn={sphere:O,point:O,lineStart:function(){var t,e,r;function n(n,i){var a=Math.sin(i*=Lt),o=Math.cos(i),s=y((n*=Lt)-t),l=Math.cos(s);yn+=Math.atan2(Math.sqrt((s=o*Math.sin(s))*s+(s=r*a-e*o*l)*s),e*a+r*o*l),t=n,e=a,r=o}Hn.point=function(i,a){t=i*Lt,e=Math.sin(a*=Lt),r=Math.cos(a),Hn.point=n},Hn.lineEnd=function(){Hn.point=Hn.lineEnd=O}},lineEnd:O,polygonStart:O,polygonEnd:O};function Gn(t,e){function r(e,r){var n=Math.cos(e),i=Math.cos(r),a=t(n*i);return[a*i*Math.sin(e),a*Math.sin(r)]}return r.invert=function(t,r){var n=Math.sqrt(t*t+r*r),i=e(n),a=Math.sin(i),o=Math.cos(i);return[Math.atan2(t*a,n*o),Math.asin(n&&r*a/n)]},r}var Yn=Gn((function(t){return Math.sqrt(2/(1+t))}),(function(t){return 2*Math.asin(t/2)}));(t.geo.azimuthalEqualArea=function(){return Cn(Yn)}).raw=Yn;var Wn=Gn((function(t){var e=Math.acos(t);return e&&e/Math.sin(e)}),L);function Xn(t,e){var r=Math.cos(t),n=function(t){return Math.tan(At/4+t/2)},i=t===e?Math.sin(t):Math.log(r/Math.cos(e))/Math.log(n(e)/n(t)),a=r*Math.pow(n(t),i)/i;if(!i)return Kn;function o(t,e){a>0?e<-Ct+kt&&(e=-Ct+kt):e>Ct-kt&&(e=Ct-kt);var r=a/Math.pow(n(e),i);return[r*Math.sin(i*t),a-r*Math.cos(i*t)]}return o.invert=function(t,e){var r=a-e,n=Pt(i)*Math.sqrt(t*t+r*r);return[Math.atan2(t,r)/i,2*Math.atan(Math.pow(a/n,1/i))-Ct]},o}function Zn(t,e){var r=Math.cos(t),n=t===e?Math.sin(t):(r-Math.cos(e))/(e-t),i=r/n+t;if(y(n)<kt)return Pn;function a(t,e){var r=i-e;return[r*Math.sin(n*t),i-r*Math.cos(n*t)]}return a.invert=function(t,e){var r=i-e;return[Math.atan2(t,r)/n,i-Pt(n)*Math.sqrt(t*t+r*r)]},a}(t.geo.azimuthalEquidistant=function(){return Cn(Wn)}).raw=Wn,(t.geo.conicConformal=function(){return an(Xn)}).raw=Xn,(t.geo.conicEquidistant=function(){return an(Zn)}).raw=Zn;var Jn=Gn((function(t){return 1/t}),Math.atan);function Kn(t,e){return[t,Math.log(Math.tan(At/4+e/2))]}function Qn(t){var e,r=Cn(t),n=r.scale,i=r.translate,a=r.clipExtent;return r.scale=function(){var t=n.apply(r,arguments);return t===r?e?r.clipExtent(null):r:t},r.translate=function(){var t=i.apply(r,arguments);return t===r?e?r.clipExtent(null):r:t},r.clipExtent=function(t){var o=a.apply(r,arguments);if(o===r){if(e=null==t){var s=At*n(),l=i();a([[l[0]-s,l[1]-s],[l[0]+s,l[1]+s]])}}else e&&(o=null);return o},r.clipExtent(null)}(t.geo.gnomonic=function(){return Cn(Jn)}).raw=Jn,Kn.invert=function(t,e){return[t,2*Math.atan(Math.exp(e))-Ct]},(t.geo.mercator=function(){return Qn(Kn)}).raw=Kn;var $n=Gn((function(){return 1}),Math.asin);(t.geo.orthographic=function(){return Cn($n)}).raw=$n;var ti=Gn((function(t){return 1/(1+t)}),(function(t){return 2*Math.atan(t)}));function ei(t,e){return[Math.log(Math.tan(At/4+e/2)),-t]}function ri(t){return t[0]}function ni(t){return t[1]}function ii(t){for(var e=t.length,r=[0,1],n=2,i=2;i<e;i++){for(;n>1&&zt(t[r[n-2]],t[r[n-1]],t[i])<=0;)--n;r[n++]=i}return r.slice(0,n)}function ai(t,e){return t[0]-e[0]||t[1]-e[1]}(t.geo.stereographic=function(){return Cn(ti)}).raw=ti,ei.invert=function(t,e){return[-e,2*Math.atan(Math.exp(t))-Ct]},(t.geo.transverseMercator=function(){var t=Qn(ei),e=t.center,r=t.rotate;return t.center=function(t){return t?e([-t[1],t[0]]):[(t=e())[1],-t[0]]},t.rotate=function(t){return t?r([t[0],t[1],t.length>2?t[2]+90:90]):[(t=r())[0],t[1],t[2]-90]},r([0,0,90])}).raw=ei,t.geom={},t.geom.hull=function(t){var e=ri,r=ni;if(arguments.length)return n(t);function n(t){if(t.length<3)return[];var n,i=de(e),a=de(r),o=t.length,s=[],l=[];for(n=0;n<o;n++)s.push([+i.call(this,t[n],n),+a.call(this,t[n],n),n]);for(s.sort(ai),n=0;n<o;n++)l.push([s[n][0],-s[n][1]]);var c=ii(s),u=ii(l),f=u[0]===c[0],h=u[u.length-1]===c[c.length-1],p=[];for(n=c.length-1;n>=0;--n)p.push(t[s[c[n]][2]]);for(n=+f;n<u.length-h;++n)p.push(t[s[u[n]][2]]);return p}return n.x=function(t){return arguments.length?(e=t,n):e},n.y=function(t){return arguments.length?(r=t,n):r},n},t.geom.polygon=function(t){return U(t,oi),t};var oi=t.geom.polygon.prototype=[];function si(t,e,r){return(r[0]-e[0])*(t[1]-e[1])<(r[1]-e[1])*(t[0]-e[0])}function li(t,e,r,n){var i=t[0],a=r[0],o=e[0]-i,s=n[0]-a,l=t[1],c=r[1],u=e[1]-l,f=n[1]-c,h=(s*(l-c)-f*(i-a))/(f*o-s*u);return[i+h*o,l+h*u]}function ci(t){var e=t[0],r=t[t.length-1];return!(e[0]-r[0]||e[1]-r[1])}oi.area=function(){for(var t,e=-1,r=this.length,n=this[r-1],i=0;++e<r;)t=n,n=this[e],i+=t[1]*n[0]-t[0]*n[1];return.5*i},oi.centroid=function(t){var e,r,n=-1,i=this.length,a=0,o=0,s=this[i-1];for(arguments.length||(t=-1/(6*this.area()));++n<i;)e=s,s=this[n],r=e[0]*s[1]-s[0]*e[1],a+=(e[0]+s[0])*r,o+=(e[1]+s[1])*r;return[a*t,o*t]},oi.clip=function(t){for(var e,r,n,i,a,o,s=ci(t),l=-1,c=this.length-ci(this),u=this[c-1];++l<c;){for(e=t.slice(),t.length=0,i=this[l],a=e[(n=e.length-s)-1],r=-1;++r<n;)si(o=e[r],u,i)?(si(a,u,i)||t.push(li(a,o,u,i)),t.push(o)):si(a,u,i)&&t.push(li(a,o,u,i)),a=o;s&&t.push(t[0]),u=i}return t};var ui,fi,hi,pi,di,gi=[],mi=[];function vi(){Ri(this),this.edge=this.site=this.circle=null}function yi(t){var e=gi.pop()||new vi;return e.site=t,e}function xi(t){Ei(t),hi.remove(t),gi.push(t),Ri(t)}function bi(t){var e=t.circle,r=e.x,n=e.cy,i={x:r,y:n},a=t.P,o=t.N,s=[t];xi(t);for(var l=a;l.circle&&y(r-l.circle.x)<kt&&y(n-l.circle.cy)<kt;)a=l.P,s.unshift(l),xi(l),l=a;s.unshift(l),Ei(l);for(var c=o;c.circle&&y(r-c.circle.x)<kt&&y(n-c.circle.cy)<kt;)o=c.N,s.push(c),xi(c),c=o;s.push(c),Ei(c);var u,f=s.length;for(u=1;u<f;++u)c=s[u],l=s[u-1],zi(c.edge,l.site,c.site,i);l=s[0],(c=s[f-1]).edge=Ii(l.site,c.site,null,i),Si(l),Si(c)}function _i(t){for(var e,r,n,i,a=t.x,o=t.y,s=hi._;s;)if((n=wi(s,o)-a)>kt)s=s.L;else{if(!((i=a-Ti(s,o))>kt)){n>-kt?(e=s.P,r=s):i>-kt?(e=s,r=s.N):e=r=s;break}if(!s.R){e=s;break}s=s.R}var l=yi(t);if(hi.insert(e,l),e||r){if(e===r)return Ei(e),r=yi(e.site),hi.insert(l,r),l.edge=r.edge=Ii(e.site,l.site),Si(e),void Si(r);if(r){Ei(e),Ei(r);var c=e.site,u=c.x,f=c.y,h=t.x-u,p=t.y-f,d=r.site,g=d.x-u,m=d.y-f,v=2*(h*m-p*g),y=h*h+p*p,x=g*g+m*m,b={x:(m*y-p*x)/v+u,y:(h*x-g*y)/v+f};zi(r.edge,c,d,b),l.edge=Ii(c,t,null,b),r.edge=Ii(t,d,null,b),Si(e),Si(r)}else l.edge=Ii(e.site,l.site)}}function wi(t,e){var r=t.site,n=r.x,i=r.y,a=i-e;if(!a)return n;var o=t.P;if(!o)return-1/0;var s=(r=o.site).x,l=r.y,c=l-e;if(!c)return s;var u=s-n,f=1/a-1/c,h=u/c;return f?(-h+Math.sqrt(h*h-2*f*(u*u/(-2*c)-l+c/2+i-a/2)))/f+n:(n+s)/2}function Ti(t,e){var r=t.N;if(r)return wi(r,e);var n=t.site;return n.y===e?n.x:1/0}function ki(t){this.site=t,this.edges=[]}function Mi(t,e){return e.angle-t.angle}function Ai(){Ri(this),this.x=this.y=this.arc=this.site=this.cy=null}function Si(t){var e=t.P,r=t.N;if(e&&r){var n=e.site,i=t.site,a=r.site;if(n!==a){var o=i.x,s=i.y,l=n.x-o,c=n.y-s,u=a.x-o,f=2*(l*(m=a.y-s)-c*u);if(!(f>=-Mt)){var h=l*l+c*c,p=u*u+m*m,d=(m*h-c*p)/f,g=(l*p-u*h)/f,m=g+s,v=mi.pop()||new Ai;v.arc=t,v.site=i,v.x=d+o,v.y=m+Math.sqrt(d*d+g*g),v.cy=m,t.circle=v;for(var y=null,x=di._;x;)if(v.y<x.y||v.y===x.y&&v.x<=x.x){if(!x.L){y=x.P;break}x=x.L}else{if(!x.R){y=x;break}x=x.R}di.insert(y,v),y||(pi=v)}}}}function Ei(t){var e=t.circle;e&&(e.P||(pi=e.N),di.remove(e),mi.push(e),Ri(e),t.circle=null)}function Ci(t,e){var r=t.b;if(r)return!0;var n,i,a=t.a,o=e[0][0],s=e[1][0],l=e[0][1],c=e[1][1],u=t.l,f=t.r,h=u.x,p=u.y,d=f.x,g=f.y,m=(h+d)/2,v=(p+g)/2;if(g===p){if(m<o||m>=s)return;if(h>d){if(a){if(a.y>=c)return}else a={x:m,y:l};r={x:m,y:c}}else{if(a){if(a.y<l)return}else a={x:m,y:c};r={x:m,y:l}}}else if(i=v-(n=(h-d)/(g-p))*m,n<-1||n>1)if(h>d){if(a){if(a.y>=c)return}else a={x:(l-i)/n,y:l};r={x:(c-i)/n,y:c}}else{if(a){if(a.y<l)return}else a={x:(c-i)/n,y:c};r={x:(l-i)/n,y:l}}else if(p<g){if(a){if(a.x>=s)return}else a={x:o,y:n*o+i};r={x:s,y:n*s+i}}else{if(a){if(a.x<o)return}else a={x:s,y:n*s+i};r={x:o,y:n*o+i}}return t.a=a,t.b=r,!0}function Li(t,e){this.l=t,this.r=e,this.a=this.b=null}function Ii(t,e,r,n){var i=new Li(t,e);return ui.push(i),r&&zi(i,t,e,r),n&&zi(i,e,t,n),fi[t.i].edges.push(new Oi(i,t,e)),fi[e.i].edges.push(new Oi(i,e,t)),i}function Pi(t,e,r){var n=new Li(t,null);return n.a=e,n.b=r,ui.push(n),n}function zi(t,e,r,n){t.a||t.b?t.l===r?t.b=n:t.a=n:(t.a=n,t.l=e,t.r=r)}function Oi(t,e,r){var n=t.a,i=t.b;this.edge=t,this.site=e,this.angle=r?Math.atan2(r.y-e.y,r.x-e.x):t.l===e?Math.atan2(i.x-n.x,n.y-i.y):Math.atan2(n.x-i.x,i.y-n.y)}function Di(){this._=null}function Ri(t){t.U=t.C=t.L=t.R=t.P=t.N=null}function Fi(t,e){var r=e,n=e.R,i=r.U;i?i.L===r?i.L=n:i.R=n:t._=n,n.U=i,r.U=n,r.R=n.L,r.R&&(r.R.U=r),n.L=r}function Bi(t,e){var r=e,n=e.L,i=r.U;i?i.L===r?i.L=n:i.R=n:t._=n,n.U=i,r.U=n,r.L=n.R,r.L&&(r.L.U=r),n.R=r}function Ni(t){for(;t.L;)t=t.L;return t}function ji(t,e){var r,n,i,a=t.sort(Ui).pop();for(ui=[],fi=new Array(t.length),hi=new Di,di=new Di;;)if(i=pi,a&&(!i||a.y<i.y||a.y===i.y&&a.x<i.x))a.x===r&&a.y===n||(fi[a.i]=new ki(a),_i(a),r=a.x,n=a.y),a=t.pop();else{if(!i)break;bi(i.arc)}e&&(function(t){for(var e,r=ui,n=rn(t[0][0],t[0][1],t[1][0],t[1][1]),i=r.length;i--;)(!Ci(e=r[i],t)||!n(e)||y(e.a.x-e.b.x)<kt&&y(e.a.y-e.b.y)<kt)&&(e.a=e.b=null,r.splice(i,1))}(e),function(t){for(var e,r,n,i,a,o,s,l,c,u,f=t[0][0],h=t[1][0],p=t[0][1],d=t[1][1],g=fi,m=g.length;m--;)if((a=g[m])&&a.prepare())for(l=(s=a.edges).length,o=0;o<l;)n=(u=s[o].end()).x,i=u.y,e=(c=s[++o%l].start()).x,r=c.y,(y(n-e)>kt||y(i-r)>kt)&&(s.splice(o,0,new Oi(Pi(a.site,u,y(n-f)<kt&&d-i>kt?{x:f,y:y(e-f)<kt?r:d}:y(i-d)<kt&&h-n>kt?{x:y(r-d)<kt?e:h,y:d}:y(n-h)<kt&&i-p>kt?{x:h,y:y(e-h)<kt?r:p}:y(i-p)<kt&&n-f>kt?{x:y(r-p)<kt?e:f,y:p}:null),a.site,null)),++l)}(e));var o={cells:fi,edges:ui};return hi=di=ui=fi=null,o}function Ui(t,e){return e.y-t.y||e.x-t.x}ki.prototype.prepare=function(){for(var t,e=this.edges,r=e.length;r--;)(t=e[r].edge).b&&t.a||e.splice(r,1);return e.sort(Mi),e.length},Oi.prototype={start:function(){return this.edge.l===this.site?this.edge.a:this.edge.b},end:function(){return this.edge.l===this.site?this.edge.b:this.edge.a}},Di.prototype={insert:function(t,e){var r,n,i;if(t){if(e.P=t,e.N=t.N,t.N&&(t.N.P=e),t.N=e,t.R){for(t=t.R;t.L;)t=t.L;t.L=e}else t.R=e;r=t}else this._?(t=Ni(this._),e.P=null,e.N=t,t.P=t.L=e,r=t):(e.P=e.N=null,this._=e,r=null);for(e.L=e.R=null,e.U=r,e.C=!0,t=e;r&&r.C;)r===(n=r.U).L?(i=n.R)&&i.C?(r.C=i.C=!1,n.C=!0,t=n):(t===r.R&&(Fi(this,r),r=(t=r).U),r.C=!1,n.C=!0,Bi(this,n)):(i=n.L)&&i.C?(r.C=i.C=!1,n.C=!0,t=n):(t===r.L&&(Bi(this,r),r=(t=r).U),r.C=!1,n.C=!0,Fi(this,n)),r=t.U;this._.C=!1},remove:function(t){t.N&&(t.N.P=t.P),t.P&&(t.P.N=t.N),t.N=t.P=null;var e,r,n,i=t.U,a=t.L,o=t.R;if(r=a?o?Ni(o):a:o,i?i.L===t?i.L=r:i.R=r:this._=r,a&&o?(n=r.C,r.C=t.C,r.L=a,a.U=r,r!==o?(i=r.U,r.U=t.U,t=r.R,i.L=t,r.R=o,o.U=r):(r.U=i,i=r,t=r.R)):(n=t.C,t=r),t&&(t.U=i),!n)if(t&&t.C)t.C=!1;else{do{if(t===this._)break;if(t===i.L){if((e=i.R).C&&(e.C=!1,i.C=!0,Fi(this,i),e=i.R),e.L&&e.L.C||e.R&&e.R.C){e.R&&e.R.C||(e.L.C=!1,e.C=!0,Bi(this,e),e=i.R),e.C=i.C,i.C=e.R.C=!1,Fi(this,i),t=this._;break}}else if((e=i.L).C&&(e.C=!1,i.C=!0,Bi(this,i),e=i.L),e.L&&e.L.C||e.R&&e.R.C){e.L&&e.L.C||(e.R.C=!1,e.C=!0,Fi(this,e),e=i.L),e.C=i.C,i.C=e.L.C=!1,Bi(this,i),t=this._;break}e.C=!0,t=i,i=i.U}while(!t.C);t&&(t.C=!1)}}},t.geom.voronoi=function(t){var e=ri,r=ni,n=e,i=r,a=Vi;if(t)return o(t);function o(t){var e=new Array(t.length),r=a[0][0],n=a[0][1],i=a[1][0],o=a[1][1];return ji(s(t),a).cells.forEach((function(a,s){var l=a.edges,c=a.site;(e[s]=l.length?l.map((function(t){var e=t.start();return[e.x,e.y]})):c.x>=r&&c.x<=i&&c.y>=n&&c.y<=o?[[r,o],[i,o],[i,n],[r,n]]:[]).point=t[s]})),e}function s(t){return t.map((function(t,e){return{x:Math.round(n(t,e)/kt)*kt,y:Math.round(i(t,e)/kt)*kt,i:e}}))}return o.links=function(t){return ji(s(t)).edges.filter((function(t){return t.l&&t.r})).map((function(e){return{source:t[e.l.i],target:t[e.r.i]}}))},o.triangles=function(t){var e=[];return ji(s(t)).cells.forEach((function(r,n){for(var i,a,o,s,l=r.site,c=r.edges.sort(Mi),u=-1,f=c.length,h=c[f-1].edge,p=h.l===l?h.r:h.l;++u<f;)h,i=p,p=(h=c[u].edge).l===l?h.r:h.l,n<i.i&&n<p.i&&(o=i,s=p,((a=l).x-s.x)*(o.y-a.y)-(a.x-o.x)*(s.y-a.y)<0)&&e.push([t[n],t[i.i],t[p.i]])})),e},o.x=function(t){return arguments.length?(n=de(e=t),o):e},o.y=function(t){return arguments.length?(i=de(r=t),o):r},o.clipExtent=function(t){return arguments.length?(a=null==t?Vi:t,o):a===Vi?null:a},o.size=function(t){return arguments.length?o.clipExtent(t&&[[0,0],t]):a===Vi?null:a&&a[1]},o};var Vi=[[-1e6,-1e6],[1e6,1e6]];function qi(t){return t.x}function Hi(t){return t.y}function Gi(t,e,r,n,i,a){if(!t(e,r,n,i,a)){var o=.5*(r+i),s=.5*(n+a),l=e.nodes;l[0]&&Gi(t,l[0],r,n,o,s),l[1]&&Gi(t,l[1],o,n,i,s),l[2]&&Gi(t,l[2],r,s,o,a),l[3]&&Gi(t,l[3],o,s,i,a)}}function Yi(t,e,r,n,i,a,o){var s,l=1/0;return function t(c,u,f,h,p){if(!(u>a||f>o||h<n||p<i)){if(d=c.point){var d,g=e-c.x,m=r-c.y,v=g*g+m*m;if(v<l){var y=Math.sqrt(l=v);n=e-y,i=r-y,a=e+y,o=r+y,s=d}}for(var x=c.nodes,b=.5*(u+h),_=.5*(f+p),w=(r>=_)<<1|e>=b,T=w+4;w<T;++w)if(c=x[3&w])switch(3&w){case 0:t(c,u,f,b,_);break;case 1:t(c,b,f,h,_);break;case 2:t(c,u,_,b,p);break;case 3:t(c,b,_,h,p)}}}(t,n,i,a,o),s}function Wi(e,r){e=t.rgb(e),r=t.rgb(r);var n=e.r,i=e.g,a=e.b,o=r.r-n,s=r.g-i,l=r.b-a;return function(t){return\"#\"+se(Math.round(n+o*t))+se(Math.round(i+s*t))+se(Math.round(a+l*t))}}function Xi(t,e){var r,n={},i={};for(r in t)r in e?n[r]=$i(t[r],e[r]):i[r]=t[r];for(r in e)r in t||(i[r]=e[r]);return function(t){for(r in n)i[r]=n[r](t);return i}}function Zi(t,e){return t=+t,e=+e,function(r){return t*(1-r)+e*r}}function Ji(t,e){var r,n,i,a=Ki.lastIndex=Qi.lastIndex=0,o=-1,s=[],l=[];for(t+=\"\",e+=\"\";(r=Ki.exec(t))&&(n=Qi.exec(e));)(i=n.index)>a&&(i=e.slice(a,i),s[o]?s[o]+=i:s[++o]=i),(r=r[0])===(n=n[0])?s[o]?s[o]+=n:s[++o]=n:(s[++o]=null,l.push({i:o,x:Zi(r,n)})),a=Qi.lastIndex;return a<e.length&&(i=e.slice(a),s[o]?s[o]+=i:s[++o]=i),s.length<2?l[0]?(e=l[0].x,function(t){return e(t)+\"\"}):function(){return e}:(e=l.length,function(t){for(var r,n=0;n<e;++n)s[(r=l[n]).i]=r.x(t);return s.join(\"\")})}t.geom.delaunay=function(e){return t.geom.voronoi().triangles(e)},t.geom.quadtree=function(t,e,r,n,i){var a,o=ri,s=ni;if(a=arguments.length)return o=qi,s=Hi,3===a&&(i=r,n=e,r=e=0),l(t);function l(t){var l,c,u,f,h,p,d,g,m,v=de(o),x=de(s);if(null!=e)p=e,d=r,g=n,m=i;else if(g=m=-(p=d=1/0),c=[],u=[],h=t.length,a)for(f=0;f<h;++f)(l=t[f]).x<p&&(p=l.x),l.y<d&&(d=l.y),l.x>g&&(g=l.x),l.y>m&&(m=l.y),c.push(l.x),u.push(l.y);else for(f=0;f<h;++f){var b=+v(l=t[f],f),_=+x(l,f);b<p&&(p=b),_<d&&(d=_),b>g&&(g=b),_>m&&(m=_),c.push(b),u.push(_)}var w=g-p,T=m-d;function k(t,e,r,n,i,a,o,s){if(!isNaN(r)&&!isNaN(n))if(t.leaf){var l=t.x,c=t.y;if(null!=l)if(y(l-r)+y(c-n)<.01)M(t,e,r,n,i,a,o,s);else{var u=t.point;t.x=t.y=t.point=null,M(t,u,l,c,i,a,o,s),M(t,e,r,n,i,a,o,s)}else t.x=r,t.y=n,t.point=e}else M(t,e,r,n,i,a,o,s)}function M(t,e,r,n,i,a,o,s){var l=.5*(i+o),c=.5*(a+s),u=r>=l,f=n>=c,h=f<<1|u;t.leaf=!1,u?i=l:o=l,f?a=c:s=c,k(t=t.nodes[h]||(t.nodes[h]={leaf:!0,nodes:[],point:null,x:null,y:null}),e,r,n,i,a,o,s)}w>T?m=d+w:g=p+T;var A={leaf:!0,nodes:[],point:null,x:null,y:null,add:function(t){k(A,t,+v(t,++f),+x(t,f),p,d,g,m)},visit:function(t){Gi(t,A,p,d,g,m)},find:function(t){return Yi(A,t[0],t[1],p,d,g,m)}};if(f=-1,null==e){for(;++f<h;)k(A,t[f],c[f],u[f],p,d,g,m);--f}else t.forEach(A.add);return c=u=t=l=null,A}return l.x=function(t){return arguments.length?(o=t,l):o},l.y=function(t){return arguments.length?(s=t,l):s},l.extent=function(t){return arguments.length?(null==t?e=r=n=i=null:(e=+t[0][0],r=+t[0][1],n=+t[1][0],i=+t[1][1]),l):null==e?null:[[e,r],[n,i]]},l.size=function(t){return arguments.length?(null==t?e=r=n=i=null:(e=r=0,n=+t[0],i=+t[1]),l):null==e?null:[n-e,i-r]},l},t.interpolateRgb=Wi,t.interpolateObject=Xi,t.interpolateNumber=Zi,t.interpolateString=Ji;var Ki=/[-+]?(?:\\d+\\.?\\d*|\\.?\\d+)(?:[eE][-+]?\\d+)?/g,Qi=new RegExp(Ki.source,\"g\");function $i(e,r){for(var n,i=t.interpolators.length;--i>=0&&!(n=t.interpolators[i](e,r)););return n}function ta(t,e){var r,n=[],i=[],a=t.length,o=e.length,s=Math.min(t.length,e.length);for(r=0;r<s;++r)n.push($i(t[r],e[r]));for(;r<a;++r)i[r]=t[r];for(;r<o;++r)i[r]=e[r];return function(t){for(r=0;r<s;++r)i[r]=n[r](t);return i}}t.interpolate=$i,t.interpolators=[function(t,e){var r=typeof e;return(\"string\"===r?pe.has(e.toLowerCase())||/^(#|rgb\\(|hsl\\()/i.test(e)?Wi:Ji:e instanceof Vt?Wi:Array.isArray(e)?ta:\"object\"===r&&isNaN(e)?Xi:Zi)(t,e)}],t.interpolateArray=ta;var ea=function(){return L},ra=t.map({linear:ea,poly:function(t){return function(e){return Math.pow(e,t)}},quad:function(){return sa},cubic:function(){return la},sin:function(){return ua},exp:function(){return fa},circle:function(){return ha},elastic:function(t,e){var r;arguments.length<2&&(e=.45);arguments.length?r=e/St*Math.asin(1/t):(t=1,r=e/4);return function(n){return 1+t*Math.pow(2,-10*n)*Math.sin((n-r)*St/e)}},back:function(t){t||(t=1.70158);return function(e){return e*e*((t+1)*e-t)}},bounce:function(){return pa}}),na=t.map({in:L,out:aa,\"in-out\":oa,\"out-in\":function(t){return oa(aa(t))}});function ia(t){return function(e){return e<=0?0:e>=1?1:t(e)}}function aa(t){return function(e){return 1-t(1-e)}}function oa(t){return function(e){return.5*(e<.5?t(2*e):2-t(2-2*e))}}function sa(t){return t*t}function la(t){return t*t*t}function ca(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}function ua(t){return 1-Math.cos(t*Ct)}function fa(t){return Math.pow(2,10*(t-1))}function ha(t){return 1-Math.sqrt(1-t*t)}function pa(t){return t<1/2.75?7.5625*t*t:t<2/2.75?7.5625*(t-=1.5/2.75)*t+.75:t<2.5/2.75?7.5625*(t-=2.25/2.75)*t+.9375:7.5625*(t-=2.625/2.75)*t+.984375}function da(t,e){return e-=t,function(r){return Math.round(t+e*r)}}function ga(t){var e,r,n,i=[t.a,t.b],a=[t.c,t.d],o=va(i),s=ma(i,a),l=va(((e=a)[0]+=(n=-s)*(r=i)[0],e[1]+=n*r[1],e))||0;i[0]*a[1]<a[0]*i[1]&&(i[0]*=-1,i[1]*=-1,o*=-1,s*=-1),this.rotate=(o?Math.atan2(i[1],i[0]):Math.atan2(-a[0],a[1]))*It,this.translate=[t.e,t.f],this.scale=[o,l],this.skew=l?Math.atan2(s,l)*It:0}function ma(t,e){return t[0]*e[0]+t[1]*e[1]}function va(t){var e=Math.sqrt(ma(t,t));return e&&(t[0]/=e,t[1]/=e),e}t.ease=function(t){var e=t.indexOf(\"-\"),n=e>=0?t.slice(0,e):t,i=e>=0?t.slice(e+1):\"in\";return n=ra.get(n)||ea,ia((i=na.get(i)||L)(n.apply(null,r.call(arguments,1))))},t.interpolateHcl=function(e,r){e=t.hcl(e),r=t.hcl(r);var n=e.h,i=e.c,a=e.l,o=r.h-n,s=r.c-i,l=r.l-a;isNaN(s)&&(s=0,i=isNaN(i)?r.c:i);isNaN(o)?(o=0,n=isNaN(n)?r.h:n):o>180?o-=360:o<-180&&(o+=360);return function(t){return Xt(n+o*t,i+s*t,a+l*t)+\"\"}},t.interpolateHsl=function(e,r){e=t.hsl(e),r=t.hsl(r);var n=e.h,i=e.s,a=e.l,o=r.h-n,s=r.s-i,l=r.l-a;isNaN(s)&&(s=0,i=isNaN(i)?r.s:i);isNaN(o)?(o=0,n=isNaN(n)?r.h:n):o>180?o-=360:o<-180&&(o+=360);return function(t){return Gt(n+o*t,i+s*t,a+l*t)+\"\"}},t.interpolateLab=function(e,r){e=t.lab(e),r=t.lab(r);var n=e.l,i=e.a,a=e.b,o=r.l-n,s=r.a-i,l=r.b-a;return function(t){return Qt(n+o*t,i+s*t,a+l*t)+\"\"}},t.interpolateRound=da,t.transform=function(e){var r=i.createElementNS(t.ns.prefix.svg,\"g\");return(t.transform=function(t){if(null!=t){r.setAttribute(\"transform\",t);var e=r.transform.baseVal.consolidate()}return new ga(e?e.matrix:ya)})(e)},ga.prototype.toString=function(){return\"translate(\"+this.translate+\")rotate(\"+this.rotate+\")skewX(\"+this.skew+\")scale(\"+this.scale+\")\"};var ya={a:1,b:0,c:0,d:1,e:0,f:0};function xa(t){return t.length?t.pop()+\",\":\"\"}function ba(e,r){var n=[],i=[];return e=t.transform(e),r=t.transform(r),function(t,e,r,n){if(t[0]!==e[0]||t[1]!==e[1]){var i=r.push(\"translate(\",null,\",\",null,\")\");n.push({i:i-4,x:Zi(t[0],e[0])},{i:i-2,x:Zi(t[1],e[1])})}else(e[0]||e[1])&&r.push(\"translate(\"+e+\")\")}(e.translate,r.translate,n,i),function(t,e,r,n){t!==e?(t-e>180?e+=360:e-t>180&&(t+=360),n.push({i:r.push(xa(r)+\"rotate(\",null,\")\")-2,x:Zi(t,e)})):e&&r.push(xa(r)+\"rotate(\"+e+\")\")}(e.rotate,r.rotate,n,i),function(t,e,r,n){t!==e?n.push({i:r.push(xa(r)+\"skewX(\",null,\")\")-2,x:Zi(t,e)}):e&&r.push(xa(r)+\"skewX(\"+e+\")\")}(e.skew,r.skew,n,i),function(t,e,r,n){if(t[0]!==e[0]||t[1]!==e[1]){var i=r.push(xa(r)+\"scale(\",null,\",\",null,\")\");n.push({i:i-4,x:Zi(t[0],e[0])},{i:i-2,x:Zi(t[1],e[1])})}else 1===e[0]&&1===e[1]||r.push(xa(r)+\"scale(\"+e+\")\")}(e.scale,r.scale,n,i),e=r=null,function(t){for(var e,r=-1,a=i.length;++r<a;)n[(e=i[r]).i]=e.x(t);return n.join(\"\")}}function _a(t,e){return e=(e-=t=+t)||1/e,function(r){return(r-t)/e}}function wa(t,e){return e=(e-=t=+t)||1/e,function(r){return Math.max(0,Math.min(1,(r-t)/e))}}function Ta(t){for(var e=t.source,r=t.target,n=function(t,e){if(t===e)return t;var r=ka(t),n=ka(e),i=r.pop(),a=n.pop(),o=null;for(;i===a;)o=i,i=r.pop(),a=n.pop();return o}(e,r),i=[e];e!==n;)e=e.parent,i.push(e);for(var a=i.length;r!==n;)i.splice(a,0,r),r=r.parent;return i}function ka(t){for(var e=[],r=t.parent;null!=r;)e.push(t),t=r,r=r.parent;return e.push(t),e}function Ma(t){t.fixed|=2}function Aa(t){t.fixed&=-7}function Sa(t){t.fixed|=4,t.px=t.x,t.py=t.y}function Ea(t){t.fixed&=-5}t.interpolateTransform=ba,t.layout={},t.layout.bundle=function(){return function(t){for(var e=[],r=-1,n=t.length;++r<n;)e.push(Ta(t[r]));return e}},t.layout.chord=function(){var e,r,n,i,a,o,s,l={},c=0;function u(){var l,u,h,p,d,g={},m=[],v=t.range(i),y=[];for(e=[],r=[],l=0,p=-1;++p<i;){for(u=0,d=-1;++d<i;)u+=n[p][d];m.push(u),y.push(t.range(i)),l+=u}for(a&&v.sort((function(t,e){return a(m[t],m[e])})),o&&y.forEach((function(t,e){t.sort((function(t,r){return o(n[e][t],n[e][r])}))})),l=(St-c*i)/l,u=0,p=-1;++p<i;){for(h=u,d=-1;++d<i;){var x=v[p],b=y[x][d],_=n[x][b],w=u,T=u+=_*l;g[x+\"-\"+b]={index:x,subindex:b,startAngle:w,endAngle:T,value:_}}r[x]={index:x,startAngle:h,endAngle:u,value:m[x]},u+=c}for(p=-1;++p<i;)for(d=p-1;++d<i;){var k=g[p+\"-\"+d],M=g[d+\"-\"+p];(k.value||M.value)&&e.push(k.value<M.value?{source:M,target:k}:{source:k,target:M})}s&&f()}function f(){e.sort((function(t,e){return s((t.source.value+t.target.value)/2,(e.source.value+e.target.value)/2)}))}return l.matrix=function(t){return arguments.length?(i=(n=t)&&n.length,e=r=null,l):n},l.padding=function(t){return arguments.length?(c=t,e=r=null,l):c},l.sortGroups=function(t){return arguments.length?(a=t,e=r=null,l):a},l.sortSubgroups=function(t){return arguments.length?(o=t,e=null,l):o},l.sortChords=function(t){return arguments.length?(s=t,e&&f(),l):s},l.chords=function(){return e||u(),e},l.groups=function(){return r||u(),r},l},t.layout.force=function(){var e,r,n,i,a,o,s={},l=t.dispatch(\"start\",\"tick\",\"end\"),c=[1,1],u=.9,f=Ca,h=La,p=-30,d=Ia,g=.1,m=.64,v=[],y=[];function x(t){return function(e,r,n,i){if(e.point!==t){var a=e.cx-t.x,o=e.cy-t.y,s=i-r,l=a*a+o*o;if(s*s/m<l){if(l<d){var c=e.charge/l;t.px-=a*c,t.py-=o*c}return!0}if(e.point&&l&&l<d){c=e.pointCharge/l;t.px-=a*c,t.py-=o*c}}return!e.charge}}function b(e){e.px=t.event.x,e.py=t.event.y,s.resume()}return s.tick=function(){if((n*=.99)<.005)return e=null,l.end({type:\"end\",alpha:n=0}),!0;var r,s,f,h,d,m,b,_,w,T=v.length,k=y.length;for(s=0;s<k;++s)h=(f=y[s]).source,(m=(_=(d=f.target).x-h.x)*_+(w=d.y-h.y)*w)&&(_*=m=n*a[s]*((m=Math.sqrt(m))-i[s])/m,w*=m,d.x-=_*(b=h.weight+d.weight?h.weight/(h.weight+d.weight):.5),d.y-=w*b,h.x+=_*(b=1-b),h.y+=w*b);if((b=n*g)&&(_=c[0]/2,w=c[1]/2,s=-1,b))for(;++s<T;)(f=v[s]).x+=(_-f.x)*b,f.y+=(w-f.y)*b;if(p)for(!function t(e,r,n){var i=0,a=0;if(e.charge=0,!e.leaf)for(var o,s=e.nodes,l=s.length,c=-1;++c<l;)null!=(o=s[c])&&(t(o,r,n),e.charge+=o.charge,i+=o.charge*o.cx,a+=o.charge*o.cy);if(e.point){e.leaf||(e.point.x+=Math.random()-.5,e.point.y+=Math.random()-.5);var u=r*n[e.point.index];e.charge+=e.pointCharge=u,i+=u*e.point.x,a+=u*e.point.y}e.cx=i/e.charge,e.cy=a/e.charge}(r=t.geom.quadtree(v),n,o),s=-1;++s<T;)(f=v[s]).fixed||r.visit(x(f));for(s=-1;++s<T;)(f=v[s]).fixed?(f.x=f.px,f.y=f.py):(f.x-=(f.px-(f.px=f.x))*u,f.y-=(f.py-(f.py=f.y))*u);l.tick({type:\"tick\",alpha:n})},s.nodes=function(t){return arguments.length?(v=t,s):v},s.links=function(t){return arguments.length?(y=t,s):y},s.size=function(t){return arguments.length?(c=t,s):c},s.linkDistance=function(t){return arguments.length?(f=\"function\"==typeof t?t:+t,s):f},s.distance=s.linkDistance,s.linkStrength=function(t){return arguments.length?(h=\"function\"==typeof t?t:+t,s):h},s.friction=function(t){return arguments.length?(u=+t,s):u},s.charge=function(t){return arguments.length?(p=\"function\"==typeof t?t:+t,s):p},s.chargeDistance=function(t){return arguments.length?(d=t*t,s):Math.sqrt(d)},s.gravity=function(t){return arguments.length?(g=+t,s):g},s.theta=function(t){return arguments.length?(m=t*t,s):Math.sqrt(m)},s.alpha=function(t){return arguments.length?(t=+t,n?t>0?n=t:(e.c=null,e.t=NaN,e=null,l.end({type:\"end\",alpha:n=0})):t>0&&(l.start({type:\"start\",alpha:n=t}),e=we(s.tick)),s):n},s.start=function(){var t,e,r,n=v.length,l=y.length,u=c[0],d=c[1];for(t=0;t<n;++t)(r=v[t]).index=t,r.weight=0;for(t=0;t<l;++t)\"number\"==typeof(r=y[t]).source&&(r.source=v[r.source]),\"number\"==typeof r.target&&(r.target=v[r.target]),++r.source.weight,++r.target.weight;for(t=0;t<n;++t)r=v[t],isNaN(r.x)&&(r.x=g(\"x\",u)),isNaN(r.y)&&(r.y=g(\"y\",d)),isNaN(r.px)&&(r.px=r.x),isNaN(r.py)&&(r.py=r.y);if(i=[],\"function\"==typeof f)for(t=0;t<l;++t)i[t]=+f.call(this,y[t],t);else for(t=0;t<l;++t)i[t]=f;if(a=[],\"function\"==typeof h)for(t=0;t<l;++t)a[t]=+h.call(this,y[t],t);else for(t=0;t<l;++t)a[t]=h;if(o=[],\"function\"==typeof p)for(t=0;t<n;++t)o[t]=+p.call(this,v[t],t);else for(t=0;t<n;++t)o[t]=p;function g(r,i){if(!e){for(e=new Array(n),c=0;c<n;++c)e[c]=[];for(c=0;c<l;++c){var a=y[c];e[a.source.index].push(a.target),e[a.target.index].push(a.source)}}for(var o,s=e[t],c=-1,u=s.length;++c<u;)if(!isNaN(o=s[c][r]))return o;return Math.random()*i}return s.resume()},s.resume=function(){return s.alpha(.1)},s.stop=function(){return s.alpha(0)},s.drag=function(){if(r||(r=t.behavior.drag().origin(L).on(\"dragstart.force\",Ma).on(\"drag.force\",b).on(\"dragend.force\",Aa)),!arguments.length)return r;this.on(\"mouseover.force\",Sa).on(\"mouseout.force\",Ea).call(r)},t.rebind(s,l,\"on\")};var Ca=20,La=1,Ia=1/0;function Pa(e,r){return t.rebind(e,r,\"sort\",\"children\",\"value\"),e.nodes=e,e.links=Ba,e}function za(t,e){for(var r=[t];null!=(t=r.pop());)if(e(t),(i=t.children)&&(n=i.length))for(var n,i;--n>=0;)r.push(i[n])}function Oa(t,e){for(var r=[t],n=[];null!=(t=r.pop());)if(n.push(t),(a=t.children)&&(i=a.length))for(var i,a,o=-1;++o<i;)r.push(a[o]);for(;null!=(t=n.pop());)e(t)}function Da(t){return t.children}function Ra(t){return t.value}function Fa(t,e){return e.value-t.value}function Ba(e){return t.merge(e.map((function(t){return(t.children||[]).map((function(e){return{source:t,target:e}}))})))}t.layout.hierarchy=function(){var t=Fa,e=Da,r=Ra;function n(i){var a,o=[i],s=[];for(i.depth=0;null!=(a=o.pop());)if(s.push(a),(c=e.call(n,a,a.depth))&&(l=c.length)){for(var l,c,u;--l>=0;)o.push(u=c[l]),u.parent=a,u.depth=a.depth+1;r&&(a.value=0),a.children=c}else r&&(a.value=+r.call(n,a,a.depth)||0),delete a.children;return Oa(i,(function(e){var n,i;t&&(n=e.children)&&n.sort(t),r&&(i=e.parent)&&(i.value+=e.value)})),s}return n.sort=function(e){return arguments.length?(t=e,n):t},n.children=function(t){return arguments.length?(e=t,n):e},n.value=function(t){return arguments.length?(r=t,n):r},n.revalue=function(t){return r&&(za(t,(function(t){t.children&&(t.value=0)})),Oa(t,(function(t){var e;t.children||(t.value=+r.call(n,t,t.depth)||0),(e=t.parent)&&(e.value+=t.value)}))),t},n},t.layout.partition=function(){var e=t.layout.hierarchy(),r=[1,1];function n(t,n){var i=e.call(this,t,n);return function t(e,r,n,i){var a=e.children;if(e.x=r,e.y=e.depth*i,e.dx=n,e.dy=i,a&&(o=a.length)){var o,s,l,c=-1;for(n=e.value?n/e.value:0;++c<o;)t(s=a[c],r,l=s.value*n,i),r+=l}}(i[0],0,r[0],r[1]/function t(e){var r=e.children,n=0;if(r&&(i=r.length))for(var i,a=-1;++a<i;)n=Math.max(n,t(r[a]));return 1+n}(i[0])),i}return n.size=function(t){return arguments.length?(r=t,n):r},Pa(n,e)},t.layout.pie=function(){var e=Number,r=Na,n=0,i=St,a=0;function o(s){var l,c=s.length,u=s.map((function(t,r){return+e.call(o,t,r)})),f=+(\"function\"==typeof n?n.apply(this,arguments):n),h=(\"function\"==typeof i?i.apply(this,arguments):i)-f,p=Math.min(Math.abs(h)/c,+(\"function\"==typeof a?a.apply(this,arguments):a)),d=p*(h<0?-1:1),g=t.sum(u),m=g?(h-c*d)/g:0,v=t.range(c),y=[];return null!=r&&v.sort(r===Na?function(t,e){return u[e]-u[t]}:function(t,e){return r(s[t],s[e])}),v.forEach((function(t){y[t]={data:s[t],value:l=u[t],startAngle:f,endAngle:f+=l*m+d,padAngle:p}})),y}return o.value=function(t){return arguments.length?(e=t,o):e},o.sort=function(t){return arguments.length?(r=t,o):r},o.startAngle=function(t){return arguments.length?(n=t,o):n},o.endAngle=function(t){return arguments.length?(i=t,o):i},o.padAngle=function(t){return arguments.length?(a=t,o):a},o};var Na={};function ja(t){return t.x}function Ua(t){return t.y}function Va(t,e,r){t.y0=e,t.y=r}t.layout.stack=function(){var e=L,r=Ga,n=Ya,i=Va,a=ja,o=Ua;function s(l,c){if(!(p=l.length))return l;var u=l.map((function(t,r){return e.call(s,t,r)})),f=u.map((function(t){return t.map((function(t,e){return[a.call(s,t,e),o.call(s,t,e)]}))})),h=r.call(s,f,c);u=t.permute(u,h),f=t.permute(f,h);var p,d,g,m,v=n.call(s,f,c),y=u[0].length;for(g=0;g<y;++g)for(i.call(s,u[0][g],m=v[g],f[0][g][1]),d=1;d<p;++d)i.call(s,u[d][g],m+=f[d-1][g][1],f[d][g][1]);return l}return s.values=function(t){return arguments.length?(e=t,s):e},s.order=function(t){return arguments.length?(r=\"function\"==typeof t?t:qa.get(t)||Ga,s):r},s.offset=function(t){return arguments.length?(n=\"function\"==typeof t?t:Ha.get(t)||Ya,s):n},s.x=function(t){return arguments.length?(a=t,s):a},s.y=function(t){return arguments.length?(o=t,s):o},s.out=function(t){return arguments.length?(i=t,s):i},s};var qa=t.map({\"inside-out\":function(e){var r,n,i=e.length,a=e.map(Wa),o=e.map(Xa),s=t.range(i).sort((function(t,e){return a[t]-a[e]})),l=0,c=0,u=[],f=[];for(r=0;r<i;++r)n=s[r],l<c?(l+=o[n],u.push(n)):(c+=o[n],f.push(n));return f.reverse().concat(u)},reverse:function(e){return t.range(e.length).reverse()},default:Ga}),Ha=t.map({silhouette:function(t){var e,r,n,i=t.length,a=t[0].length,o=[],s=0,l=[];for(r=0;r<a;++r){for(e=0,n=0;e<i;e++)n+=t[e][r][1];n>s&&(s=n),o.push(n)}for(r=0;r<a;++r)l[r]=(s-o[r])/2;return l},wiggle:function(t){var e,r,n,i,a,o,s,l,c,u=t.length,f=t[0],h=f.length,p=[];for(p[0]=l=c=0,r=1;r<h;++r){for(e=0,i=0;e<u;++e)i+=t[e][r][1];for(e=0,a=0,s=f[r][0]-f[r-1][0];e<u;++e){for(n=0,o=(t[e][r][1]-t[e][r-1][1])/(2*s);n<e;++n)o+=(t[n][r][1]-t[n][r-1][1])/s;a+=o*t[e][r][1]}p[r]=l-=i?a/i*s:0,l<c&&(c=l)}for(r=0;r<h;++r)p[r]-=c;return p},expand:function(t){var e,r,n,i=t.length,a=t[0].length,o=1/i,s=[];for(r=0;r<a;++r){for(e=0,n=0;e<i;e++)n+=t[e][r][1];if(n)for(e=0;e<i;e++)t[e][r][1]/=n;else for(e=0;e<i;e++)t[e][r][1]=o}for(r=0;r<a;++r)s[r]=0;return s},zero:Ya});function Ga(e){return t.range(e.length)}function Ya(t){for(var e=-1,r=t[0].length,n=[];++e<r;)n[e]=0;return n}function Wa(t){for(var e,r=1,n=0,i=t[0][1],a=t.length;r<a;++r)(e=t[r][1])>i&&(n=r,i=e);return n}function Xa(t){return t.reduce(Za,0)}function Za(t,e){return t+e[1]}function Ja(t,e){return Ka(t,Math.ceil(Math.log(e.length)/Math.LN2+1))}function Ka(t,e){for(var r=-1,n=+t[0],i=(t[1]-n)/e,a=[];++r<=e;)a[r]=i*r+n;return a}function Qa(e){return[t.min(e),t.max(e)]}function $a(t,e){return t.value-e.value}function to(t,e){var r=t._pack_next;t._pack_next=e,e._pack_prev=t,e._pack_next=r,r._pack_prev=e}function eo(t,e){t._pack_next=e,e._pack_prev=t}function ro(t,e){var r=e.x-t.x,n=e.y-t.y,i=t.r+e.r;return.999*i*i>r*r+n*n}function no(t){if((e=t.children)&&(l=e.length)){var e,r,n,i,a,o,s,l,c=1/0,u=-1/0,f=1/0,h=-1/0;if(e.forEach(io),(r=e[0]).x=-r.r,r.y=0,x(r),l>1&&((n=e[1]).x=n.r,n.y=0,x(n),l>2))for(oo(r,n,i=e[2]),x(i),to(r,i),r._pack_prev=i,to(i,n),n=r._pack_next,a=3;a<l;a++){oo(r,n,i=e[a]);var p=0,d=1,g=1;for(o=n._pack_next;o!==n;o=o._pack_next,d++)if(ro(o,i)){p=1;break}if(1==p)for(s=r._pack_prev;s!==o._pack_prev&&!ro(s,i);s=s._pack_prev,g++);p?(d<g||d==g&&n.r<r.r?eo(r,n=o):eo(r=s,n),a--):(to(r,i),n=i,x(i))}var m=(c+u)/2,v=(f+h)/2,y=0;for(a=0;a<l;a++)(i=e[a]).x-=m,i.y-=v,y=Math.max(y,i.r+Math.sqrt(i.x*i.x+i.y*i.y));t.r=y,e.forEach(ao)}function x(t){c=Math.min(t.x-t.r,c),u=Math.max(t.x+t.r,u),f=Math.min(t.y-t.r,f),h=Math.max(t.y+t.r,h)}}function io(t){t._pack_next=t._pack_prev=t}function ao(t){delete t._pack_next,delete t._pack_prev}function oo(t,e,r){var n=t.r+r.r,i=e.x-t.x,a=e.y-t.y;if(n&&(i||a)){var o=e.r+r.r,s=i*i+a*a,l=.5+((n*=n)-(o*=o))/(2*s),c=Math.sqrt(Math.max(0,2*o*(n+s)-(n-=s)*n-o*o))/(2*s);r.x=t.x+l*i+c*a,r.y=t.y+l*a-c*i}else r.x=t.x+n,r.y=t.y}function so(t,e){return t.parent==e.parent?1:2}function lo(t){var e=t.children;return e.length?e[0]:t.t}function co(t){var e,r=t.children;return(e=r.length)?r[e-1]:t.t}function uo(t,e,r){var n=r/(e.i-t.i);e.c-=n,e.s+=r,t.c+=n,e.z+=r,e.m+=r}function fo(t,e,r){return t.a.parent===e.parent?t.a:r}function ho(t){return{x:t.x,y:t.y,dx:t.dx,dy:t.dy}}function po(t,e){var r=t.x+e[3],n=t.y+e[0],i=t.dx-e[1]-e[3],a=t.dy-e[0]-e[2];return i<0&&(r+=i/2,i=0),a<0&&(n+=a/2,a=0),{x:r,y:n,dx:i,dy:a}}function go(t){var e=t[0],r=t[t.length-1];return e<r?[e,r]:[r,e]}function mo(t){return t.rangeExtent?t.rangeExtent():go(t.range())}function vo(t,e,r,n){var i=r(t[0],t[1]),a=n(e[0],e[1]);return function(t){return a(i(t))}}function yo(t,e){var r,n=0,i=t.length-1,a=t[n],o=t[i];return o<a&&(r=n,n=i,i=r,r=a,a=o,o=r),t[n]=e.floor(a),t[i]=e.ceil(o),t}function xo(t){return t?{floor:function(e){return Math.floor(e/t)*t},ceil:function(e){return Math.ceil(e/t)*t}}:bo}t.layout.histogram=function(){var e=!0,r=Number,n=Qa,i=Ja;function a(a,o){for(var s,l,c=[],u=a.map(r,this),f=n.call(this,u,o),h=i.call(this,f,u,o),p=(o=-1,u.length),d=h.length-1,g=e?1:1/p;++o<d;)(s=c[o]=[]).dx=h[o+1]-(s.x=h[o]),s.y=0;if(d>0)for(o=-1;++o<p;)(l=u[o])>=f[0]&&l<=f[1]&&((s=c[t.bisect(h,l,1,d)-1]).y+=g,s.push(a[o]));return c}return a.value=function(t){return arguments.length?(r=t,a):r},a.range=function(t){return arguments.length?(n=de(t),a):n},a.bins=function(t){return arguments.length?(i=\"number\"==typeof t?function(e){return Ka(e,t)}:de(t),a):i},a.frequency=function(t){return arguments.length?(e=!!t,a):e},a},t.layout.pack=function(){var e,r=t.layout.hierarchy().sort($a),n=0,i=[1,1];function a(t,a){var o=r.call(this,t,a),s=o[0],l=i[0],c=i[1],u=null==e?Math.sqrt:\"function\"==typeof e?e:function(){return e};if(s.x=s.y=0,Oa(s,(function(t){t.r=+u(t.value)})),Oa(s,no),n){var f=n*(e?1:Math.max(2*s.r/l,2*s.r/c))/2;Oa(s,(function(t){t.r+=f})),Oa(s,no),Oa(s,(function(t){t.r-=f}))}return function t(e,r,n,i){var a=e.children;if(e.x=r+=i*e.x,e.y=n+=i*e.y,e.r*=i,a)for(var o=-1,s=a.length;++o<s;)t(a[o],r,n,i)}(s,l/2,c/2,e?1:1/Math.max(2*s.r/l,2*s.r/c)),o}return a.size=function(t){return arguments.length?(i=t,a):i},a.radius=function(t){return arguments.length?(e=null==t||\"function\"==typeof t?t:+t,a):e},a.padding=function(t){return arguments.length?(n=+t,a):n},Pa(a,r)},t.layout.tree=function(){var e=t.layout.hierarchy().sort(null).value(null),r=so,n=[1,1],i=null;function a(t,a){var c=e.call(this,t,a),u=c[0],f=function(t){var e,r={A:null,children:[t]},n=[r];for(;null!=(e=n.pop());)for(var i,a=e.children,o=0,s=a.length;o<s;++o)n.push((a[o]=i={_:a[o],parent:e,children:(i=a[o].children)&&i.slice()||[],A:null,a:null,z:0,m:0,c:0,s:0,t:null,i:o}).a=i);return r.children[0]}(u);if(Oa(f,o),f.parent.m=-f.z,za(f,s),i)za(u,l);else{var h=u,p=u,d=u;za(u,(function(t){t.x<h.x&&(h=t),t.x>p.x&&(p=t),t.depth>d.depth&&(d=t)}));var g=r(h,p)/2-h.x,m=n[0]/(p.x+r(p,h)/2+g),v=n[1]/(d.depth||1);za(u,(function(t){t.x=(t.x+g)*m,t.y=t.depth*v}))}return c}function o(t){var e=t.children,n=t.parent.children,i=t.i?n[t.i-1]:null;if(e.length){!function(t){var e,r=0,n=0,i=t.children,a=i.length;for(;--a>=0;)(e=i[a]).z+=r,e.m+=r,r+=e.s+(n+=e.c)}(t);var a=(e[0].z+e[e.length-1].z)/2;i?(t.z=i.z+r(t._,i._),t.m=t.z-a):t.z=a}else i&&(t.z=i.z+r(t._,i._));t.parent.A=function(t,e,n){if(e){for(var i,a=t,o=t,s=e,l=a.parent.children[0],c=a.m,u=o.m,f=s.m,h=l.m;s=co(s),a=lo(a),s&&a;)l=lo(l),(o=co(o)).a=t,(i=s.z+f-a.z-c+r(s._,a._))>0&&(uo(fo(s,t,n),t,i),c+=i,u+=i),f+=s.m,c+=a.m,h+=l.m,u+=o.m;s&&!co(o)&&(o.t=s,o.m+=f-u),a&&!lo(l)&&(l.t=a,l.m+=c-h,n=t)}return n}(t,i,t.parent.A||n[0])}function s(t){t._.x=t.z+t.parent.m,t.m+=t.parent.m}function l(t){t.x*=n[0],t.y=t.depth*n[1]}return a.separation=function(t){return arguments.length?(r=t,a):r},a.size=function(t){return arguments.length?(i=null==(n=t)?l:null,a):i?null:n},a.nodeSize=function(t){return arguments.length?(i=null==(n=t)?null:l,a):i?n:null},Pa(a,e)},t.layout.cluster=function(){var e=t.layout.hierarchy().sort(null).value(null),r=so,n=[1,1],i=!1;function a(a,o){var s,l=e.call(this,a,o),c=l[0],u=0;Oa(c,(function(e){var n=e.children;n&&n.length?(e.x=function(t){return t.reduce((function(t,e){return t+e.x}),0)/t.length}(n),e.y=function(e){return 1+t.max(e,(function(t){return t.y}))}(n)):(e.x=s?u+=r(e,s):0,e.y=0,s=e)}));var f=function t(e){var r=e.children;return r&&r.length?t(r[0]):e}(c),h=function t(e){var r,n=e.children;return n&&(r=n.length)?t(n[r-1]):e}(c),p=f.x-r(f,h)/2,d=h.x+r(h,f)/2;return Oa(c,i?function(t){t.x=(t.x-c.x)*n[0],t.y=(c.y-t.y)*n[1]}:function(t){t.x=(t.x-p)/(d-p)*n[0],t.y=(1-(c.y?t.y/c.y:1))*n[1]}),l}return a.separation=function(t){return arguments.length?(r=t,a):r},a.size=function(t){return arguments.length?(i=null==(n=t),a):i?null:n},a.nodeSize=function(t){return arguments.length?(i=null!=(n=t),a):i?n:null},Pa(a,e)},t.layout.treemap=function(){var e,r=t.layout.hierarchy(),n=Math.round,i=[1,1],a=null,o=ho,s=!1,l=\"squarify\",c=.5*(1+Math.sqrt(5));function u(t,e){for(var r,n,i=-1,a=t.length;++i<a;)n=(r=t[i]).value*(e<0?0:e),r.area=isNaN(n)||n<=0?0:n}function f(t){var e=t.children;if(e&&e.length){var r,n,i,a=o(t),s=[],c=e.slice(),h=1/0,g=\"slice\"===l?a.dx:\"dice\"===l?a.dy:\"slice-dice\"===l?1&t.depth?a.dy:a.dx:Math.min(a.dx,a.dy);for(u(c,a.dx*a.dy/t.value),s.area=0;(i=c.length)>0;)s.push(r=c[i-1]),s.area+=r.area,\"squarify\"!==l||(n=p(s,g))<=h?(c.pop(),h=n):(s.area-=s.pop().area,d(s,g,a,!1),g=Math.min(a.dx,a.dy),s.length=s.area=0,h=1/0);s.length&&(d(s,g,a,!0),s.length=s.area=0),e.forEach(f)}}function h(t){var e=t.children;if(e&&e.length){var r,n=o(t),i=e.slice(),a=[];for(u(i,n.dx*n.dy/t.value),a.area=0;r=i.pop();)a.push(r),a.area+=r.area,null!=r.z&&(d(a,r.z?n.dx:n.dy,n,!i.length),a.length=a.area=0);e.forEach(h)}}function p(t,e){for(var r,n=t.area,i=0,a=1/0,o=-1,s=t.length;++o<s;)(r=t[o].area)&&(r<a&&(a=r),r>i&&(i=r));return e*=e,(n*=n)?Math.max(e*i*c/n,n/(e*a*c)):1/0}function d(t,e,r,i){var a,o=-1,s=t.length,l=r.x,c=r.y,u=e?n(t.area/e):0;if(e==r.dx){for((i||u>r.dy)&&(u=r.dy);++o<s;)(a=t[o]).x=l,a.y=c,a.dy=u,l+=a.dx=Math.min(r.x+r.dx-l,u?n(a.area/u):0);a.z=!0,a.dx+=r.x+r.dx-l,r.y+=u,r.dy-=u}else{for((i||u>r.dx)&&(u=r.dx);++o<s;)(a=t[o]).x=l,a.y=c,a.dx=u,c+=a.dy=Math.min(r.y+r.dy-c,u?n(a.area/u):0);a.z=!1,a.dy+=r.y+r.dy-c,r.x+=u,r.dx-=u}}function g(t){var n=e||r(t),a=n[0];return a.x=a.y=0,a.value?(a.dx=i[0],a.dy=i[1]):a.dx=a.dy=0,e&&r.revalue(a),u([a],a.dx*a.dy/a.value),(e?h:f)(a),s&&(e=n),n}return g.size=function(t){return arguments.length?(i=t,g):i},g.padding=function(t){if(!arguments.length)return a;function e(e){var r=t.call(g,e,e.depth);return null==r?ho(e):po(e,\"number\"==typeof r?[r,r,r,r]:r)}function r(e){return po(e,t)}var n;return o=null==(a=t)?ho:\"function\"==(n=typeof t)?e:\"number\"===n?(t=[t,t,t,t],r):r,g},g.round=function(t){return arguments.length?(n=t?Math.round:Number,g):n!=Number},g.sticky=function(t){return arguments.length?(s=t,e=null,g):s},g.ratio=function(t){return arguments.length?(c=t,g):c},g.mode=function(t){return arguments.length?(l=t+\"\",g):l},Pa(g,r)},t.random={normal:function(t,e){var r=arguments.length;return r<2&&(e=1),r<1&&(t=0),function(){var r,n,i;do{i=(r=2*Math.random()-1)*r+(n=2*Math.random()-1)*n}while(!i||i>1);return t+e*r*Math.sqrt(-2*Math.log(i)/i)}},logNormal:function(){var e=t.random.normal.apply(t,arguments);return function(){return Math.exp(e())}},bates:function(e){var r=t.random.irwinHall(e);return function(){return r()/e}},irwinHall:function(t){return function(){for(var e=0,r=0;r<t;r++)e+=Math.random();return e}}},t.scale={};var bo={floor:L,ceil:L};function _o(e,r,n,i){var a=[],o=[],s=0,l=Math.min(e.length,r.length)-1;for(e[l]<e[0]&&(e=e.slice().reverse(),r=r.slice().reverse());++s<=l;)a.push(n(e[s-1],e[s])),o.push(i(r[s-1],r[s]));return function(r){var n=t.bisect(e,r,1,l)-1;return o[n](a[n](r))}}function wo(e,r){return t.rebind(e,r,\"range\",\"rangeRound\",\"interpolate\",\"clamp\")}function To(t,e){return yo(t,xo(ko(t,e)[2])),yo(t,xo(ko(t,e)[2])),t}function ko(t,e){null==e&&(e=10);var r=go(t),n=r[1]-r[0],i=Math.pow(10,Math.floor(Math.log(n/e)/Math.LN10)),a=e/n*i;return a<=.15?i*=10:a<=.35?i*=5:a<=.75&&(i*=2),r[0]=Math.ceil(r[0]/i)*i,r[1]=Math.floor(r[1]/i)*i+.5*i,r[2]=i,r}function Mo(e,r){return t.range.apply(t,ko(e,r))}function Ao(e,r,n){var i=ko(e,r);if(n){var a=Ce.exec(n);if(a.shift(),\"s\"===a[8]){var o=t.formatPrefix(Math.max(y(i[0]),y(i[1])));return a[7]||(a[7]=\".\"+Eo(o.scale(i[2]))),a[8]=\"f\",n=t.format(a.join(\"\")),function(t){return n(o.scale(t))+o.symbol}}a[7]||(a[7]=\".\"+function(t,e){var r=Eo(e[2]);return t in So?Math.abs(r-Eo(Math.max(y(e[0]),y(e[1]))))+ +(\"e\"!==t):r-2*(\"%\"===t)}(a[8],i)),n=a.join(\"\")}else n=\",.\"+Eo(i[2])+\"f\";return t.format(n)}t.scale.linear=function(){return function t(e,r,n,i){var a,o;function s(){var t=Math.min(e.length,r.length)>2?_o:vo,s=i?wa:_a;return a=t(e,r,s,n),o=t(r,e,s,$i),l}function l(t){return a(t)}return l.invert=function(t){return o(t)},l.domain=function(t){return arguments.length?(e=t.map(Number),s()):e},l.range=function(t){return arguments.length?(r=t,s()):r},l.rangeRound=function(t){return l.range(t).interpolate(da)},l.clamp=function(t){return arguments.length?(i=t,s()):i},l.interpolate=function(t){return arguments.length?(n=t,s()):n},l.ticks=function(t){return Mo(e,t)},l.tickFormat=function(t,r){return Ao(e,t,r)},l.nice=function(t){return To(e,t),s()},l.copy=function(){return t(e,r,n,i)},s()}([0,1],[0,1],$i,!1)};var So={s:1,g:1,p:1,r:1,e:1};function Eo(t){return-Math.floor(Math.log(t)/Math.LN10+.01)}t.scale.log=function(){return function e(r,n,i,a){function o(t){return(i?Math.log(t<0?0:t):-Math.log(t>0?0:-t))/Math.log(n)}function s(t){return i?Math.pow(n,t):-Math.pow(n,-t)}function l(t){return r(o(t))}return l.invert=function(t){return s(r.invert(t))},l.domain=function(t){return arguments.length?(i=t[0]>=0,r.domain((a=t.map(Number)).map(o)),l):a},l.base=function(t){return arguments.length?(n=+t,r.domain(a.map(o)),l):n},l.nice=function(){var t=yo(a.map(o),i?Math:Lo);return r.domain(t),a=t.map(s),l},l.ticks=function(){var t=go(a),e=[],r=t[0],l=t[1],c=Math.floor(o(r)),u=Math.ceil(o(l)),f=n%1?2:n;if(isFinite(u-c)){if(i){for(;c<u;c++)for(var h=1;h<f;h++)e.push(s(c)*h);e.push(s(c))}else for(e.push(s(c));c++<u;)for(h=f-1;h>0;h--)e.push(s(c)*h);for(c=0;e[c]<r;c++);for(u=e.length;e[u-1]>l;u--);e=e.slice(c,u)}return e},l.tickFormat=function(e,r){if(!arguments.length)return Co;arguments.length<2?r=Co:\"function\"!=typeof r&&(r=t.format(r));var i=Math.max(1,n*e/l.ticks().length);return function(t){var e=t/s(Math.round(o(t)));return e*n<n-.5&&(e*=n),e<=i?r(t):\"\"}},l.copy=function(){return e(r.copy(),n,i,a)},wo(l,r)}(t.scale.linear().domain([0,1]),10,!0,[1,10])};var Co=t.format(\".0e\"),Lo={floor:function(t){return-Math.ceil(-t)},ceil:function(t){return-Math.floor(-t)}};function Io(t){return function(e){return e<0?-Math.pow(-e,t):Math.pow(e,t)}}t.scale.pow=function(){return function t(e,r,n){var i=Io(r),a=Io(1/r);function o(t){return e(i(t))}return o.invert=function(t){return a(e.invert(t))},o.domain=function(t){return arguments.length?(e.domain((n=t.map(Number)).map(i)),o):n},o.ticks=function(t){return Mo(n,t)},o.tickFormat=function(t,e){return Ao(n,t,e)},o.nice=function(t){return o.domain(To(n,t))},o.exponent=function(t){return arguments.length?(i=Io(r=t),a=Io(1/r),e.domain(n.map(i)),o):r},o.copy=function(){return t(e.copy(),r,n)},wo(o,e)}(t.scale.linear(),1,[0,1])},t.scale.sqrt=function(){return t.scale.pow().exponent(.5)},t.scale.ordinal=function(){return function e(r,n){var i,a,o;function s(t){return a[((i.get(t)||(\"range\"===n.t?i.set(t,r.push(t)):NaN))-1)%a.length]}function l(e,n){return t.range(r.length).map((function(t){return e+n*t}))}return s.domain=function(t){if(!arguments.length)return r;r=[],i=new _;for(var e,a=-1,o=t.length;++a<o;)i.has(e=t[a])||i.set(e,r.push(e));return s[n.t].apply(s,n.a)},s.range=function(t){return arguments.length?(a=t,o=0,n={t:\"range\",a:arguments},s):a},s.rangePoints=function(t,e){arguments.length<2&&(e=0);var i=t[0],c=t[1],u=r.length<2?(i=(i+c)/2,0):(c-i)/(r.length-1+e);return a=l(i+u*e/2,u),o=0,n={t:\"rangePoints\",a:arguments},s},s.rangeRoundPoints=function(t,e){arguments.length<2&&(e=0);var i=t[0],c=t[1],u=r.length<2?(i=c=Math.round((i+c)/2),0):(c-i)/(r.length-1+e)|0;return a=l(i+Math.round(u*e/2+(c-i-(r.length-1+e)*u)/2),u),o=0,n={t:\"rangeRoundPoints\",a:arguments},s},s.rangeBands=function(t,e,i){arguments.length<2&&(e=0),arguments.length<3&&(i=e);var c=t[1]<t[0],u=t[c-0],f=t[1-c],h=(f-u)/(r.length-e+2*i);return a=l(u+h*i,h),c&&a.reverse(),o=h*(1-e),n={t:\"rangeBands\",a:arguments},s},s.rangeRoundBands=function(t,e,i){arguments.length<2&&(e=0),arguments.length<3&&(i=e);var c=t[1]<t[0],u=t[c-0],f=t[1-c],h=Math.floor((f-u)/(r.length-e+2*i));return a=l(u+Math.round((f-u-(r.length-e)*h)/2),h),c&&a.reverse(),o=Math.round(h*(1-e)),n={t:\"rangeRoundBands\",a:arguments},s},s.rangeBand=function(){return o},s.rangeExtent=function(){return go(n.a[0])},s.copy=function(){return e(r,n)},s.domain(r)}([],{t:\"range\",a:[[]]})},t.scale.category10=function(){return t.scale.ordinal().range(Po)},t.scale.category20=function(){return t.scale.ordinal().range(zo)},t.scale.category20b=function(){return t.scale.ordinal().range(Oo)},t.scale.category20c=function(){return t.scale.ordinal().range(Do)};var Po=[2062260,16744206,2924588,14034728,9725885,9197131,14907330,8355711,12369186,1556175].map(ae),zo=[2062260,11454440,16744206,16759672,2924588,10018698,14034728,16750742,9725885,12955861,9197131,12885140,14907330,16234194,8355711,13092807,12369186,14408589,1556175,10410725].map(ae),Oo=[3750777,5395619,7040719,10264286,6519097,9216594,11915115,13556636,9202993,12426809,15186514,15190932,8666169,11356490,14049643,15177372,8077683,10834324,13528509,14589654].map(ae),Do=[3244733,7057110,10406625,13032431,15095053,16616764,16625259,16634018,3253076,7652470,10607003,13101504,7695281,10394312,12369372,14342891,6513507,9868950,12434877,14277081].map(ae);function Ro(){return 0}t.scale.quantile=function(){return function e(r,n){var i;function a(){var e=0,a=n.length;for(i=[];++e<a;)i[e-1]=t.quantile(r,e/a);return o}function o(e){if(!isNaN(e=+e))return n[t.bisect(i,e)]}return o.domain=function(t){return arguments.length?(r=t.map(p).filter(d).sort(h),a()):r},o.range=function(t){return arguments.length?(n=t,a()):n},o.quantiles=function(){return i},o.invertExtent=function(t){return(t=n.indexOf(t))<0?[NaN,NaN]:[t>0?i[t-1]:r[0],t<i.length?i[t]:r[r.length-1]]},o.copy=function(){return e(r,n)},a()}([],[])},t.scale.quantize=function(){return function t(e,r,n){var i,a;function o(t){return n[Math.max(0,Math.min(a,Math.floor(i*(t-e))))]}function s(){return i=n.length/(r-e),a=n.length-1,o}return o.domain=function(t){return arguments.length?(e=+t[0],r=+t[t.length-1],s()):[e,r]},o.range=function(t){return arguments.length?(n=t,s()):n},o.invertExtent=function(t){return[t=(t=n.indexOf(t))<0?NaN:t/i+e,t+1/i]},o.copy=function(){return t(e,r,n)},s()}(0,1,[0,1])},t.scale.threshold=function(){return function e(r,n){function i(e){if(e<=e)return n[t.bisect(r,e)]}return i.domain=function(t){return arguments.length?(r=t,i):r},i.range=function(t){return arguments.length?(n=t,i):n},i.invertExtent=function(t){return t=n.indexOf(t),[r[t-1],r[t]]},i.copy=function(){return e(r,n)},i}([.5],[0,1])},t.scale.identity=function(){return function t(e){function r(t){return+t}return r.invert=r,r.domain=r.range=function(t){return arguments.length?(e=t.map(r),r):e},r.ticks=function(t){return Mo(e,t)},r.tickFormat=function(t,r){return Ao(e,t,r)},r.copy=function(){return t(e)},r}([0,1])},t.svg={},t.svg.arc=function(){var t=Bo,e=No,r=Ro,n=Fo,i=jo,a=Uo,o=Vo;function s(){var s=Math.max(0,+t.apply(this,arguments)),c=Math.max(0,+e.apply(this,arguments)),u=i.apply(this,arguments)-Ct,f=a.apply(this,arguments)-Ct,h=Math.abs(f-u),p=u>f?0:1;if(c<s&&(d=c,c=s,s=d),h>=Et)return l(c,p)+(s?l(s,1-p):\"\")+\"Z\";var d,g,m,v,y,x,b,_,w,T,k,M,A=0,S=0,E=[];if((v=(+o.apply(this,arguments)||0)/2)&&(m=n===Fo?Math.sqrt(s*s+c*c):+n.apply(this,arguments),p||(S*=-1),c&&(S=Dt(m/c*Math.sin(v))),s&&(A=Dt(m/s*Math.sin(v)))),c){y=c*Math.cos(u+S),x=c*Math.sin(u+S),b=c*Math.cos(f-S),_=c*Math.sin(f-S);var C=Math.abs(f-u-2*S)<=At?0:1;if(S&&qo(y,x,b,_)===p^C){var L=(u+f)/2;y=c*Math.cos(L),x=c*Math.sin(L),b=_=null}}else y=x=0;if(s){w=s*Math.cos(f-A),T=s*Math.sin(f-A),k=s*Math.cos(u+A),M=s*Math.sin(u+A);var I=Math.abs(u-f+2*A)<=At?0:1;if(A&&qo(w,T,k,M)===1-p^I){var P=(u+f)/2;w=s*Math.cos(P),T=s*Math.sin(P),k=M=null}}else w=T=0;if(h>kt&&(d=Math.min(Math.abs(c-s)/2,+r.apply(this,arguments)))>.001){g=s<c^p?0:1;var z=d,O=d;if(h<At){var D=null==k?[w,T]:null==b?[y,x]:li([y,x],[k,M],[b,_],[w,T]),R=y-D[0],F=x-D[1],B=b-D[0],N=_-D[1],j=1/Math.sin(Math.acos((R*B+F*N)/(Math.sqrt(R*R+F*F)*Math.sqrt(B*B+N*N)))/2),U=Math.sqrt(D[0]*D[0]+D[1]*D[1]);O=Math.min(d,(s-U)/(j-1)),z=Math.min(d,(c-U)/(j+1))}if(null!=b){var V=Ho(null==k?[w,T]:[k,M],[y,x],c,z,p),q=Ho([b,_],[w,T],c,z,p);d===z?E.push(\"M\",V[0],\"A\",z,\",\",z,\" 0 0,\",g,\" \",V[1],\"A\",c,\",\",c,\" 0 \",1-p^qo(V[1][0],V[1][1],q[1][0],q[1][1]),\",\",p,\" \",q[1],\"A\",z,\",\",z,\" 0 0,\",g,\" \",q[0]):E.push(\"M\",V[0],\"A\",z,\",\",z,\" 0 1,\",g,\" \",q[0])}else E.push(\"M\",y,\",\",x);if(null!=k){var H=Ho([y,x],[k,M],s,-O,p),G=Ho([w,T],null==b?[y,x]:[b,_],s,-O,p);d===O?E.push(\"L\",G[0],\"A\",O,\",\",O,\" 0 0,\",g,\" \",G[1],\"A\",s,\",\",s,\" 0 \",p^qo(G[1][0],G[1][1],H[1][0],H[1][1]),\",\",1-p,\" \",H[1],\"A\",O,\",\",O,\" 0 0,\",g,\" \",H[0]):E.push(\"L\",G[0],\"A\",O,\",\",O,\" 0 0,\",g,\" \",H[0])}else E.push(\"L\",w,\",\",T)}else E.push(\"M\",y,\",\",x),null!=b&&E.push(\"A\",c,\",\",c,\" 0 \",C,\",\",p,\" \",b,\",\",_),E.push(\"L\",w,\",\",T),null!=k&&E.push(\"A\",s,\",\",s,\" 0 \",I,\",\",1-p,\" \",k,\",\",M);return E.push(\"Z\"),E.join(\"\")}function l(t,e){return\"M0,\"+t+\"A\"+t+\",\"+t+\" 0 1,\"+e+\" 0,\"+-t+\"A\"+t+\",\"+t+\" 0 1,\"+e+\" 0,\"+t}return s.innerRadius=function(e){return arguments.length?(t=de(e),s):t},s.outerRadius=function(t){return arguments.length?(e=de(t),s):e},s.cornerRadius=function(t){return arguments.length?(r=de(t),s):r},s.padRadius=function(t){return arguments.length?(n=t==Fo?Fo:de(t),s):n},s.startAngle=function(t){return arguments.length?(i=de(t),s):i},s.endAngle=function(t){return arguments.length?(a=de(t),s):a},s.padAngle=function(t){return arguments.length?(o=de(t),s):o},s.centroid=function(){var r=(+t.apply(this,arguments)+ +e.apply(this,arguments))/2,n=(+i.apply(this,arguments)+ +a.apply(this,arguments))/2-Ct;return[Math.cos(n)*r,Math.sin(n)*r]},s};var Fo=\"auto\";function Bo(t){return t.innerRadius}function No(t){return t.outerRadius}function jo(t){return t.startAngle}function Uo(t){return t.endAngle}function Vo(t){return t&&t.padAngle}function qo(t,e,r,n){return(t-r)*e-(e-n)*t>0?0:1}function Ho(t,e,r,n,i){var a=t[0]-e[0],o=t[1]-e[1],s=(i?n:-n)/Math.sqrt(a*a+o*o),l=s*o,c=-s*a,u=t[0]+l,f=t[1]+c,h=e[0]+l,p=e[1]+c,d=(u+h)/2,g=(f+p)/2,m=h-u,v=p-f,y=m*m+v*v,x=r-n,b=u*p-h*f,_=(v<0?-1:1)*Math.sqrt(Math.max(0,x*x*y-b*b)),w=(b*v-m*_)/y,T=(-b*m-v*_)/y,k=(b*v+m*_)/y,M=(-b*m+v*_)/y,A=w-d,S=T-g,E=k-d,C=M-g;return A*A+S*S>E*E+C*C&&(w=k,T=M),[[w-l,T-c],[w*r/x,T*r/x]]}function Go(t){var e=ri,r=ni,n=Yr,i=Wo,a=i.key,o=.7;function s(a){var s,l=[],c=[],u=-1,f=a.length,h=de(e),p=de(r);function d(){l.push(\"M\",i(t(c),o))}for(;++u<f;)n.call(this,s=a[u],u)?c.push([+h.call(this,s,u),+p.call(this,s,u)]):c.length&&(d(),c=[]);return c.length&&d(),l.length?l.join(\"\"):null}return s.x=function(t){return arguments.length?(e=t,s):e},s.y=function(t){return arguments.length?(r=t,s):r},s.defined=function(t){return arguments.length?(n=t,s):n},s.interpolate=function(t){return arguments.length?(a=\"function\"==typeof t?i=t:(i=Yo.get(t)||Wo).key,s):a},s.tension=function(t){return arguments.length?(o=t,s):o},s}t.svg.line=function(){return Go(L)};var Yo=t.map({linear:Wo,\"linear-closed\":Xo,step:function(t){var e=0,r=t.length,n=t[0],i=[n[0],\",\",n[1]];for(;++e<r;)i.push(\"H\",(n[0]+(n=t[e])[0])/2,\"V\",n[1]);r>1&&i.push(\"H\",n[0]);return i.join(\"\")},\"step-before\":Zo,\"step-after\":Jo,basis:$o,\"basis-open\":function(t){if(t.length<4)return Wo(t);var e,r=[],n=-1,i=t.length,a=[0],o=[0];for(;++n<3;)e=t[n],a.push(e[0]),o.push(e[1]);r.push(ts(ns,a)+\",\"+ts(ns,o)),--n;for(;++n<i;)e=t[n],a.shift(),a.push(e[0]),o.shift(),o.push(e[1]),is(r,a,o);return r.join(\"\")},\"basis-closed\":function(t){var e,r,n=-1,i=t.length,a=i+4,o=[],s=[];for(;++n<4;)r=t[n%i],o.push(r[0]),s.push(r[1]);e=[ts(ns,o),\",\",ts(ns,s)],--n;for(;++n<a;)r=t[n%i],o.shift(),o.push(r[0]),s.shift(),s.push(r[1]),is(e,o,s);return e.join(\"\")},bundle:function(t,e){var r=t.length-1;if(r)for(var n,i,a=t[0][0],o=t[0][1],s=t[r][0]-a,l=t[r][1]-o,c=-1;++c<=r;)n=t[c],i=c/r,n[0]=e*n[0]+(1-e)*(a+i*s),n[1]=e*n[1]+(1-e)*(o+i*l);return $o(t)},cardinal:function(t,e){return t.length<3?Wo(t):t[0]+Ko(t,Qo(t,e))},\"cardinal-open\":function(t,e){return t.length<4?Wo(t):t[1]+Ko(t.slice(1,-1),Qo(t,e))},\"cardinal-closed\":function(t,e){return t.length<3?Xo(t):t[0]+Ko((t.push(t[0]),t),Qo([t[t.length-2]].concat(t,[t[1]]),e))},monotone:function(t){return t.length<3?Wo(t):t[0]+Ko(t,function(t){var e,r,n,i,a=[],o=function(t){var e=0,r=t.length-1,n=[],i=t[0],a=t[1],o=n[0]=as(i,a);for(;++e<r;)n[e]=(o+(o=as(i=a,a=t[e+1])))/2;return n[e]=o,n}(t),s=-1,l=t.length-1;for(;++s<l;)e=as(t[s],t[s+1]),y(e)<kt?o[s]=o[s+1]=0:(r=o[s]/e,n=o[s+1]/e,(i=r*r+n*n)>9&&(i=3*e/Math.sqrt(i),o[s]=i*r,o[s+1]=i*n));s=-1;for(;++s<=l;)i=(t[Math.min(l,s+1)][0]-t[Math.max(0,s-1)][0])/(6*(1+o[s]*o[s])),a.push([i||0,o[s]*i||0]);return a}(t))}});function Wo(t){return t.length>1?t.join(\"L\"):t+\"Z\"}function Xo(t){return t.join(\"L\")+\"Z\"}function Zo(t){for(var e=0,r=t.length,n=t[0],i=[n[0],\",\",n[1]];++e<r;)i.push(\"V\",(n=t[e])[1],\"H\",n[0]);return i.join(\"\")}function Jo(t){for(var e=0,r=t.length,n=t[0],i=[n[0],\",\",n[1]];++e<r;)i.push(\"H\",(n=t[e])[0],\"V\",n[1]);return i.join(\"\")}function Ko(t,e){if(e.length<1||t.length!=e.length&&t.length!=e.length+2)return Wo(t);var r=t.length!=e.length,n=\"\",i=t[0],a=t[1],o=e[0],s=o,l=1;if(r&&(n+=\"Q\"+(a[0]-2*o[0]/3)+\",\"+(a[1]-2*o[1]/3)+\",\"+a[0]+\",\"+a[1],i=t[1],l=2),e.length>1){s=e[1],a=t[l],l++,n+=\"C\"+(i[0]+o[0])+\",\"+(i[1]+o[1])+\",\"+(a[0]-s[0])+\",\"+(a[1]-s[1])+\",\"+a[0]+\",\"+a[1];for(var c=2;c<e.length;c++,l++)a=t[l],s=e[c],n+=\"S\"+(a[0]-s[0])+\",\"+(a[1]-s[1])+\",\"+a[0]+\",\"+a[1]}if(r){var u=t[l];n+=\"Q\"+(a[0]+2*s[0]/3)+\",\"+(a[1]+2*s[1]/3)+\",\"+u[0]+\",\"+u[1]}return n}function Qo(t,e){for(var r,n=[],i=(1-e)/2,a=t[0],o=t[1],s=1,l=t.length;++s<l;)r=a,a=o,o=t[s],n.push([i*(o[0]-r[0]),i*(o[1]-r[1])]);return n}function $o(t){if(t.length<3)return Wo(t);var e=1,r=t.length,n=t[0],i=n[0],a=n[1],o=[i,i,i,(n=t[1])[0]],s=[a,a,a,n[1]],l=[i,\",\",a,\"L\",ts(ns,o),\",\",ts(ns,s)];for(t.push(t[r-1]);++e<=r;)n=t[e],o.shift(),o.push(n[0]),s.shift(),s.push(n[1]),is(l,o,s);return t.pop(),l.push(\"L\",n),l.join(\"\")}function ts(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]+t[3]*e[3]}Yo.forEach((function(t,e){e.key=t,e.closed=/-closed$/.test(t)}));var es=[0,2/3,1/3,0],rs=[0,1/3,2/3,0],ns=[0,1/6,2/3,1/6];function is(t,e,r){t.push(\"C\",ts(es,e),\",\",ts(es,r),\",\",ts(rs,e),\",\",ts(rs,r),\",\",ts(ns,e),\",\",ts(ns,r))}function as(t,e){return(e[1]-t[1])/(e[0]-t[0])}function os(t){for(var e,r,n,i=-1,a=t.length;++i<a;)r=(e=t[i])[0],n=e[1]-Ct,e[0]=r*Math.cos(n),e[1]=r*Math.sin(n);return t}function ss(t){var e=ri,r=ri,n=0,i=ni,a=Yr,o=Wo,s=o.key,l=o,c=\"L\",u=.7;function f(s){var f,h,p,d=[],g=[],m=[],v=-1,y=s.length,x=de(e),b=de(n),_=e===r?function(){return h}:de(r),w=n===i?function(){return p}:de(i);function T(){d.push(\"M\",o(t(m),u),c,l(t(g.reverse()),u),\"Z\")}for(;++v<y;)a.call(this,f=s[v],v)?(g.push([h=+x.call(this,f,v),p=+b.call(this,f,v)]),m.push([+_.call(this,f,v),+w.call(this,f,v)])):g.length&&(T(),g=[],m=[]);return g.length&&T(),d.length?d.join(\"\"):null}return f.x=function(t){return arguments.length?(e=r=t,f):r},f.x0=function(t){return arguments.length?(e=t,f):e},f.x1=function(t){return arguments.length?(r=t,f):r},f.y=function(t){return arguments.length?(n=i=t,f):i},f.y0=function(t){return arguments.length?(n=t,f):n},f.y1=function(t){return arguments.length?(i=t,f):i},f.defined=function(t){return arguments.length?(a=t,f):a},f.interpolate=function(t){return arguments.length?(s=\"function\"==typeof t?o=t:(o=Yo.get(t)||Wo).key,l=o.reverse||o,c=o.closed?\"M\":\"L\",f):s},f.tension=function(t){return arguments.length?(u=t,f):u},f}function ls(t){return t.radius}function cs(t){return[t.x,t.y]}function us(t){return function(){var e=t.apply(this,arguments),r=e[0],n=e[1]-Ct;return[r*Math.cos(n),r*Math.sin(n)]}}function fs(){return 64}function hs(){return\"circle\"}function ps(t){var e=Math.sqrt(t/At);return\"M0,\"+e+\"A\"+e+\",\"+e+\" 0 1,1 0,\"+-e+\"A\"+e+\",\"+e+\" 0 1,1 0,\"+e+\"Z\"}t.svg.line.radial=function(){var t=Go(os);return t.radius=t.x,delete t.x,t.angle=t.y,delete t.y,t},Zo.reverse=Jo,Jo.reverse=Zo,t.svg.area=function(){return ss(L)},t.svg.area.radial=function(){var t=ss(os);return t.radius=t.x,delete t.x,t.innerRadius=t.x0,delete t.x0,t.outerRadius=t.x1,delete t.x1,t.angle=t.y,delete t.y,t.startAngle=t.y0,delete t.y0,t.endAngle=t.y1,delete t.y1,t},t.svg.chord=function(){var t=Vn,e=qn,r=ls,n=jo,i=Uo;function a(r,n){var i,a,c=o(this,t,r,n),u=o(this,e,r,n);return\"M\"+c.p0+s(c.r,c.p1,c.a1-c.a0)+(a=u,((i=c).a0==a.a0&&i.a1==a.a1?l(c.r,c.p1,c.r,c.p0):l(c.r,c.p1,u.r,u.p0)+s(u.r,u.p1,u.a1-u.a0)+l(u.r,u.p1,c.r,c.p0))+\"Z\")}function o(t,e,a,o){var s=e.call(t,a,o),l=r.call(t,s,o),c=n.call(t,s,o)-Ct,u=i.call(t,s,o)-Ct;return{r:l,a0:c,a1:u,p0:[l*Math.cos(c),l*Math.sin(c)],p1:[l*Math.cos(u),l*Math.sin(u)]}}function s(t,e,r){return\"A\"+t+\",\"+t+\" 0 \"+ +(r>At)+\",1 \"+e}function l(t,e,r,n){return\"Q 0,0 \"+n}return a.radius=function(t){return arguments.length?(r=de(t),a):r},a.source=function(e){return arguments.length?(t=de(e),a):t},a.target=function(t){return arguments.length?(e=de(t),a):e},a.startAngle=function(t){return arguments.length?(n=de(t),a):n},a.endAngle=function(t){return arguments.length?(i=de(t),a):i},a},t.svg.diagonal=function(){var t=Vn,e=qn,r=cs;function n(n,i){var a=t.call(this,n,i),o=e.call(this,n,i),s=(a.y+o.y)/2,l=[a,{x:a.x,y:s},{x:o.x,y:s},o];return\"M\"+(l=l.map(r))[0]+\"C\"+l[1]+\" \"+l[2]+\" \"+l[3]}return n.source=function(e){return arguments.length?(t=de(e),n):t},n.target=function(t){return arguments.length?(e=de(t),n):e},n.projection=function(t){return arguments.length?(r=t,n):r},n},t.svg.diagonal.radial=function(){var e=t.svg.diagonal(),r=cs,n=e.projection;return e.projection=function(t){return arguments.length?n(us(r=t)):r},e},t.svg.symbol=function(){var t=hs,e=fs;function r(r,n){return(ds.get(t.call(this,r,n))||ps)(e.call(this,r,n))}return r.type=function(e){return arguments.length?(t=de(e),r):t},r.size=function(t){return arguments.length?(e=de(t),r):e},r};var ds=t.map({circle:ps,cross:function(t){var e=Math.sqrt(t/5)/2;return\"M\"+-3*e+\",\"+-e+\"H\"+-e+\"V\"+-3*e+\"H\"+e+\"V\"+-e+\"H\"+3*e+\"V\"+e+\"H\"+e+\"V\"+3*e+\"H\"+-e+\"V\"+e+\"H\"+-3*e+\"Z\"},diamond:function(t){var e=Math.sqrt(t/(2*ms)),r=e*ms;return\"M0,\"+-e+\"L\"+r+\",0 0,\"+e+\" \"+-r+\",0Z\"},square:function(t){var e=Math.sqrt(t)/2;return\"M\"+-e+\",\"+-e+\"L\"+e+\",\"+-e+\" \"+e+\",\"+e+\" \"+-e+\",\"+e+\"Z\"},\"triangle-down\":function(t){var e=Math.sqrt(t/gs),r=e*gs/2;return\"M0,\"+r+\"L\"+e+\",\"+-r+\" \"+-e+\",\"+-r+\"Z\"},\"triangle-up\":function(t){var e=Math.sqrt(t/gs),r=e*gs/2;return\"M0,\"+-r+\"L\"+e+\",\"+r+\" \"+-e+\",\"+r+\"Z\"}});t.svg.symbolTypes=ds.keys();var gs=Math.sqrt(3),ms=Math.tan(30*Lt);Y.transition=function(t){for(var e,r,n=bs||++Ts,i=As(t),a=[],o=_s||{time:Date.now(),ease:ca,delay:0,duration:250},s=-1,l=this.length;++s<l;){a.push(e=[]);for(var c=this[s],u=-1,f=c.length;++u<f;)(r=c[u])&&Ss(r,u,i,n,o),e.push(r)}return xs(a,i,n)},Y.interrupt=function(t){return this.each(null==t?vs:ys(As(t)))};var vs=ys(As());function ys(t){return function(){var e,r,n;(e=this[t])&&(n=e[r=e.active])&&(n.timer.c=null,n.timer.t=NaN,--e.count?delete e[r]:delete this[t],e.active+=.5,n.event&&n.event.interrupt.call(this,this.__data__,n.index))}}function xs(t,e,r){return U(t,ws),t.namespace=e,t.id=r,t}var bs,_s,ws=[],Ts=0;function ks(t,e,r,n){var i=t.id,a=t.namespace;return ut(t,\"function\"==typeof r?function(t,o,s){t[a][i].tween.set(e,n(r.call(t,t.__data__,o,s)))}:(r=n(r),function(t){t[a][i].tween.set(e,r)}))}function Ms(t){return null==t&&(t=\"\"),function(){this.textContent=t}}function As(t){return null==t?\"__transition__\":\"__transition_\"+t+\"__\"}function Ss(t,e,r,n,i){var a,o,s,l,c,u=t[r]||(t[r]={active:0,count:0}),f=u[n];function h(r){var i=u.active,h=u[i];for(var d in h&&(h.timer.c=null,h.timer.t=NaN,--u.count,delete u[i],h.event&&h.event.interrupt.call(t,t.__data__,h.index)),u)if(+d<n){var g=u[d];g.timer.c=null,g.timer.t=NaN,--u.count,delete u[d]}o.c=p,we((function(){return o.c&&p(r||1)&&(o.c=null,o.t=NaN),1}),0,a),u.active=n,f.event&&f.event.start.call(t,t.__data__,e),c=[],f.tween.forEach((function(r,n){(n=n.call(t,t.__data__,e))&&c.push(n)})),l=f.ease,s=f.duration}function p(i){for(var a=i/s,o=l(a),h=c.length;h>0;)c[--h].call(t,o);if(a>=1)return f.event&&f.event.end.call(t,t.__data__,e),--u.count?delete u[n]:delete t[r],1}f||(a=i.time,o=we((function(t){var e=f.delay;if(o.t=e+a,e<=t)return h(t-e);o.c=h}),0,a),f=u[n]={tween:new _,time:a,timer:o,delay:i.delay,duration:i.duration,ease:i.ease,index:e},i=null,++u.count)}ws.call=Y.call,ws.empty=Y.empty,ws.node=Y.node,ws.size=Y.size,t.transition=function(e,r){return e&&e.transition?bs?e.transition(r):e:t.selection().transition(e)},t.transition.prototype=ws,ws.select=function(t){var e,r,n,i=this.id,a=this.namespace,o=[];t=W(t);for(var s=-1,l=this.length;++s<l;){o.push(e=[]);for(var c=this[s],u=-1,f=c.length;++u<f;)(n=c[u])&&(r=t.call(n,n.__data__,u,s))?(\"__data__\"in n&&(r.__data__=n.__data__),Ss(r,u,a,i,n[a][i]),e.push(r)):e.push(null)}return xs(o,a,i)},ws.selectAll=function(t){var e,r,n,i,a,o=this.id,s=this.namespace,l=[];t=X(t);for(var c=-1,u=this.length;++c<u;)for(var f=this[c],h=-1,p=f.length;++h<p;)if(n=f[h]){a=n[s][o],r=t.call(n,n.__data__,h,c),l.push(e=[]);for(var d=-1,g=r.length;++d<g;)(i=r[d])&&Ss(i,d,s,o,a),e.push(i)}return xs(l,s,o)},ws.filter=function(t){var e,r,n=[];\"function\"!=typeof t&&(t=lt(t));for(var i=0,a=this.length;i<a;i++){n.push(e=[]);for(var o,s=0,l=(o=this[i]).length;s<l;s++)(r=o[s])&&t.call(r,r.__data__,s,i)&&e.push(r)}return xs(n,this.namespace,this.id)},ws.tween=function(t,e){var r=this.id,n=this.namespace;return arguments.length<2?this.node()[n][r].tween.get(t):ut(this,null==e?function(e){e[n][r].tween.remove(t)}:function(i){i[n][r].tween.set(t,e)})},ws.attr=function(e,r){if(arguments.length<2){for(r in e)this.attr(r,e[r]);return this}var n=\"transform\"==e?ba:$i,i=t.ns.qualify(e);function a(){this.removeAttribute(i)}function o(){this.removeAttributeNS(i.space,i.local)}function s(t){return null==t?a:(t+=\"\",function(){var e,r=this.getAttribute(i);return r!==t&&(e=n(r,t),function(t){this.setAttribute(i,e(t))})})}function l(t){return null==t?o:(t+=\"\",function(){var e,r=this.getAttributeNS(i.space,i.local);return r!==t&&(e=n(r,t),function(t){this.setAttributeNS(i.space,i.local,e(t))})})}return ks(this,\"attr.\"+e,r,i.local?l:s)},ws.attrTween=function(e,r){var n=t.ns.qualify(e);return this.tween(\"attr.\"+e,n.local?function(t,e){var i=r.call(this,t,e,this.getAttributeNS(n.space,n.local));return i&&function(t){this.setAttributeNS(n.space,n.local,i(t))}}:function(t,e){var i=r.call(this,t,e,this.getAttribute(n));return i&&function(t){this.setAttribute(n,i(t))}})},ws.style=function(t,e,r){var n=arguments.length;if(n<3){if(\"string\"!=typeof t){for(r in n<2&&(e=\"\"),t)this.style(r,t[r],e);return this}r=\"\"}function i(){this.style.removeProperty(t)}function a(e){return null==e?i:(e+=\"\",function(){var n,i=o(this).getComputedStyle(this,null).getPropertyValue(t);return i!==e&&(n=$i(i,e),function(e){this.style.setProperty(t,n(e),r)})})}return ks(this,\"style.\"+t,e,a)},ws.styleTween=function(t,e,r){function n(n,i){var a=e.call(this,n,i,o(this).getComputedStyle(this,null).getPropertyValue(t));return a&&function(e){this.style.setProperty(t,a(e),r)}}return arguments.length<3&&(r=\"\"),this.tween(\"style.\"+t,n)},ws.text=function(t){return ks(this,\"text\",t,Ms)},ws.remove=function(){var t=this.namespace;return this.each(\"end.transition\",(function(){var e;this[t].count<2&&(e=this.parentNode)&&e.removeChild(this)}))},ws.ease=function(e){var r=this.id,n=this.namespace;return arguments.length<1?this.node()[n][r].ease:(\"function\"!=typeof e&&(e=t.ease.apply(t,arguments)),ut(this,(function(t){t[n][r].ease=e})))},ws.delay=function(t){var e=this.id,r=this.namespace;return arguments.length<1?this.node()[r][e].delay:ut(this,\"function\"==typeof t?function(n,i,a){n[r][e].delay=+t.call(n,n.__data__,i,a)}:(t=+t,function(n){n[r][e].delay=t}))},ws.duration=function(t){var e=this.id,r=this.namespace;return arguments.length<1?this.node()[r][e].duration:ut(this,\"function\"==typeof t?function(n,i,a){n[r][e].duration=Math.max(1,t.call(n,n.__data__,i,a))}:(t=Math.max(1,t),function(n){n[r][e].duration=t}))},ws.each=function(e,r){var n=this.id,i=this.namespace;if(arguments.length<2){var a=_s,o=bs;try{bs=n,ut(this,(function(t,r,a){_s=t[i][n],e.call(t,t.__data__,r,a)}))}finally{_s=a,bs=o}}else ut(this,(function(a){var o=a[i][n];(o.event||(o.event=t.dispatch(\"start\",\"end\",\"interrupt\"))).on(e,r)}));return this},ws.transition=function(){for(var t,e,r,n=this.id,i=++Ts,a=this.namespace,o=[],s=0,l=this.length;s<l;s++){o.push(t=[]);for(var c,u=0,f=(c=this[s]).length;u<f;u++)(e=c[u])&&Ss(e,u,a,i,{time:(r=e[a][n]).time,ease:r.ease,delay:r.delay+r.duration,duration:r.duration}),t.push(e)}return xs(o,a,i)},t.svg.axis=function(){var e,r=t.scale.linear(),i=Es,a=6,o=6,s=3,l=[10],c=null;function u(n){n.each((function(){var n,u=t.select(this),f=this.__chart__||r,h=this.__chart__=r.copy(),p=null==c?h.ticks?h.ticks.apply(h,l):h.domain():c,d=null==e?h.tickFormat?h.tickFormat.apply(h,l):L:e,g=u.selectAll(\".tick\").data(p,h),m=g.enter().insert(\"g\",\".domain\").attr(\"class\",\"tick\").style(\"opacity\",kt),v=t.transition(g.exit()).style(\"opacity\",kt).remove(),y=t.transition(g.order()).style(\"opacity\",1),x=Math.max(a,0)+s,b=mo(h),_=u.selectAll(\".domain\").data([0]),w=(_.enter().append(\"path\").attr(\"class\",\"domain\"),t.transition(_));m.append(\"line\"),m.append(\"text\");var T,k,M,A,S=m.select(\"line\"),E=y.select(\"line\"),C=g.select(\"text\").text(d),I=m.select(\"text\"),P=y.select(\"text\"),z=\"top\"===i||\"left\"===i?-1:1;if(\"bottom\"===i||\"top\"===i?(n=Ls,T=\"x\",M=\"y\",k=\"x2\",A=\"y2\",C.attr(\"dy\",z<0?\"0em\":\".71em\").style(\"text-anchor\",\"middle\"),w.attr(\"d\",\"M\"+b[0]+\",\"+z*o+\"V0H\"+b[1]+\"V\"+z*o)):(n=Is,T=\"y\",M=\"x\",k=\"y2\",A=\"x2\",C.attr(\"dy\",\".32em\").style(\"text-anchor\",z<0?\"end\":\"start\"),w.attr(\"d\",\"M\"+z*o+\",\"+b[0]+\"H0V\"+b[1]+\"H\"+z*o)),S.attr(A,z*a),I.attr(M,z*x),E.attr(k,0).attr(A,z*a),P.attr(T,0).attr(M,z*x),h.rangeBand){var O=h,D=O.rangeBand()/2;f=h=function(t){return O(t)+D}}else f.rangeBand?f=h:v.call(n,h,f);m.call(n,f,h),y.call(n,h,h)}))}return u.scale=function(t){return arguments.length?(r=t,u):r},u.orient=function(t){return arguments.length?(i=t in Cs?t+\"\":Es,u):i},u.ticks=function(){return arguments.length?(l=n(arguments),u):l},u.tickValues=function(t){return arguments.length?(c=t,u):c},u.tickFormat=function(t){return arguments.length?(e=t,u):e},u.tickSize=function(t){var e=arguments.length;return e?(a=+t,o=+arguments[e-1],u):a},u.innerTickSize=function(t){return arguments.length?(a=+t,u):a},u.outerTickSize=function(t){return arguments.length?(o=+t,u):o},u.tickPadding=function(t){return arguments.length?(s=+t,u):s},u.tickSubdivide=function(){return arguments.length&&u},u};var Es=\"bottom\",Cs={top:1,right:1,bottom:1,left:1};function Ls(t,e,r){t.attr(\"transform\",(function(t){var n=e(t);return\"translate(\"+(isFinite(n)?n:r(t))+\",0)\"}))}function Is(t,e,r){t.attr(\"transform\",(function(t){var n=e(t);return\"translate(0,\"+(isFinite(n)?n:r(t))+\")\"}))}t.svg.brush=function(){var e,r,n=N(h,\"brushstart\",\"brush\",\"brushend\"),i=null,a=null,s=[0,0],l=[0,0],c=!0,u=!0,f=zs[0];function h(e){e.each((function(){var e=t.select(this).style(\"pointer-events\",\"all\").style(\"-webkit-tap-highlight-color\",\"rgba(0,0,0,0)\").on(\"mousedown.brush\",m).on(\"touchstart.brush\",m),r=e.selectAll(\".background\").data([0]);r.enter().append(\"rect\").attr(\"class\",\"background\").style(\"visibility\",\"hidden\").style(\"cursor\",\"crosshair\"),e.selectAll(\".extent\").data([0]).enter().append(\"rect\").attr(\"class\",\"extent\").style(\"cursor\",\"move\");var n=e.selectAll(\".resize\").data(f,L);n.exit().remove(),n.enter().append(\"g\").attr(\"class\",(function(t){return\"resize \"+t})).style(\"cursor\",(function(t){return Ps[t]})).append(\"rect\").attr(\"x\",(function(t){return/[ew]$/.test(t)?-3:null})).attr(\"y\",(function(t){return/^[ns]/.test(t)?-3:null})).attr(\"width\",6).attr(\"height\",6).style(\"visibility\",\"hidden\"),n.style(\"display\",h.empty()?\"none\":null);var o,s=t.transition(e),l=t.transition(r);i&&(o=mo(i),l.attr(\"x\",o[0]).attr(\"width\",o[1]-o[0]),d(s)),a&&(o=mo(a),l.attr(\"y\",o[0]).attr(\"height\",o[1]-o[0]),g(s)),p(s)}))}function p(t){t.selectAll(\".resize\").attr(\"transform\",(function(t){return\"translate(\"+s[+/e$/.test(t)]+\",\"+l[+/^s/.test(t)]+\")\"}))}function d(t){t.select(\".extent\").attr(\"x\",s[0]),t.selectAll(\".extent,.n>rect,.s>rect\").attr(\"width\",s[1]-s[0])}function g(t){t.select(\".extent\").attr(\"y\",l[0]),t.selectAll(\".extent,.e>rect,.w>rect\").attr(\"height\",l[1]-l[0])}function m(){var f,m,v=this,y=t.select(t.event.target),x=n.of(v,arguments),b=t.select(v),_=y.datum(),w=!/^(n|s)$/.test(_)&&i,T=!/^(e|w)$/.test(_)&&a,k=y.classed(\"extent\"),M=bt(v),A=t.mouse(v),S=t.select(o(v)).on(\"keydown.brush\",L).on(\"keyup.brush\",I);if(t.event.changedTouches?S.on(\"touchmove.brush\",P).on(\"touchend.brush\",O):S.on(\"mousemove.brush\",P).on(\"mouseup.brush\",O),b.interrupt().selectAll(\"*\").interrupt(),k)A[0]=s[0]-A[0],A[1]=l[0]-A[1];else if(_){var E=+/w$/.test(_),C=+/^n/.test(_);m=[s[1-E]-A[0],l[1-C]-A[1]],A[0]=s[E],A[1]=l[C]}else t.event.altKey&&(f=A.slice());function L(){32==t.event.keyCode&&(k||(f=null,A[0]-=s[1],A[1]-=l[1],k=2),F())}function I(){32==t.event.keyCode&&2==k&&(A[0]+=s[1],A[1]+=l[1],k=0,F())}function P(){var e=t.mouse(v),r=!1;m&&(e[0]+=m[0],e[1]+=m[1]),k||(t.event.altKey?(f||(f=[(s[0]+s[1])/2,(l[0]+l[1])/2]),A[0]=s[+(e[0]<f[0])],A[1]=l[+(e[1]<f[1])]):f=null),w&&z(e,i,0)&&(d(b),r=!0),T&&z(e,a,1)&&(g(b),r=!0),r&&(p(b),x({type:\"brush\",mode:k?\"move\":\"resize\"}))}function z(t,n,i){var a,o,h=mo(n),p=h[0],d=h[1],g=A[i],m=i?l:s,v=m[1]-m[0];if(k&&(p-=g,d-=v+g),a=(i?u:c)?Math.max(p,Math.min(d,t[i])):t[i],k?o=(a+=g)+v:(f&&(g=Math.max(p,Math.min(d,2*f[i]-a))),g<a?(o=a,a=g):o=g),m[0]!=a||m[1]!=o)return i?r=null:e=null,m[0]=a,m[1]=o,!0}function O(){P(),b.style(\"pointer-events\",\"all\").selectAll(\".resize\").style(\"display\",h.empty()?\"none\":null),t.select(\"body\").style(\"cursor\",null),S.on(\"mousemove.brush\",null).on(\"mouseup.brush\",null).on(\"touchmove.brush\",null).on(\"touchend.brush\",null).on(\"keydown.brush\",null).on(\"keyup.brush\",null),M(),x({type:\"brushend\"})}b.style(\"pointer-events\",\"none\").selectAll(\".resize\").style(\"display\",null),t.select(\"body\").style(\"cursor\",y.style(\"cursor\")),x({type:\"brushstart\"}),P()}return h.event=function(i){i.each((function(){var i=n.of(this,arguments),a={x:s,y:l,i:e,j:r},o=this.__chart__||a;this.__chart__=a,bs?t.select(this).transition().each(\"start.brush\",(function(){e=o.i,r=o.j,s=o.x,l=o.y,i({type:\"brushstart\"})})).tween(\"brush:brush\",(function(){var t=ta(s,a.x),n=ta(l,a.y);return e=r=null,function(e){s=a.x=t(e),l=a.y=n(e),i({type:\"brush\",mode:\"resize\"})}})).each(\"end.brush\",(function(){e=a.i,r=a.j,i({type:\"brush\",mode:\"resize\"}),i({type:\"brushend\"})})):(i({type:\"brushstart\"}),i({type:\"brush\",mode:\"resize\"}),i({type:\"brushend\"}))}))},h.x=function(t){return arguments.length?(f=zs[!(i=t)<<1|!a],h):i},h.y=function(t){return arguments.length?(f=zs[!i<<1|!(a=t)],h):a},h.clamp=function(t){return arguments.length?(i&&a?(c=!!t[0],u=!!t[1]):i?c=!!t:a&&(u=!!t),h):i&&a?[c,u]:i?c:a?u:null},h.extent=function(t){var n,o,c,u,f;return arguments.length?(i&&(n=t[0],o=t[1],a&&(n=n[0],o=o[0]),e=[n,o],i.invert&&(n=i(n),o=i(o)),o<n&&(f=n,n=o,o=f),n==s[0]&&o==s[1]||(s=[n,o])),a&&(c=t[0],u=t[1],i&&(c=c[1],u=u[1]),r=[c,u],a.invert&&(c=a(c),u=a(u)),u<c&&(f=c,c=u,u=f),c==l[0]&&u==l[1]||(l=[c,u])),h):(i&&(e?(n=e[0],o=e[1]):(n=s[0],o=s[1],i.invert&&(n=i.invert(n),o=i.invert(o)),o<n&&(f=n,n=o,o=f))),a&&(r?(c=r[0],u=r[1]):(c=l[0],u=l[1],a.invert&&(c=a.invert(c),u=a.invert(u)),u<c&&(f=c,c=u,u=f))),i&&a?[[n,c],[o,u]]:i?[n,o]:a&&[c,u])},h.clear=function(){return h.empty()||(s=[0,0],l=[0,0],e=r=null),h},h.empty=function(){return!!i&&s[0]==s[1]||!!a&&l[0]==l[1]},t.rebind(h,n,\"on\")};var Ps={n:\"ns-resize\",e:\"ew-resize\",s:\"ns-resize\",w:\"ew-resize\",nw:\"nwse-resize\",ne:\"nesw-resize\",se:\"nwse-resize\",sw:\"nesw-resize\"},zs=[[\"n\",\"e\",\"s\",\"w\",\"nw\",\"ne\",\"se\",\"sw\"],[\"e\",\"w\"],[\"n\",\"s\"],[]],Os=Pe.format=sr.timeFormat,Ds=Os.utc,Rs=Ds(\"%Y-%m-%dT%H:%M:%S.%LZ\");function Fs(t){return t.toISOString()}function Bs(e,r,n){function i(t){return e(t)}function a(e,n){var i=(e[1]-e[0])/n,a=t.bisect(js,i);return a==js.length?[r.year,ko(e.map((function(t){return t/31536e6})),n)[2]]:a?r[i/js[a-1]<js[a]/i?a-1:a]:[qs,ko(e,n)[2]]}return i.invert=function(t){return Ns(e.invert(t))},i.domain=function(t){return arguments.length?(e.domain(t),i):e.domain().map(Ns)},i.nice=function(t,e){var r=i.domain(),n=go(r),o=null==t?a(n,10):\"number\"==typeof t&&a(n,t);function s(r){return!isNaN(r)&&!t.range(r,Ns(+r+1),e).length}return o&&(t=o[0],e=o[1]),i.domain(yo(r,e>1?{floor:function(e){for(;s(e=t.floor(e));)e=Ns(e-1);return e},ceil:function(e){for(;s(e=t.ceil(e));)e=Ns(+e+1);return e}}:t))},i.ticks=function(t,e){var r=go(i.domain()),n=null==t?a(r,10):\"number\"==typeof t?a(r,t):!t.range&&[{range:t},e];return n&&(t=n[0],e=n[1]),t.range(r[0],Ns(+r[1]+1),e<1?1:e)},i.tickFormat=function(){return n},i.copy=function(){return Bs(e.copy(),r,n)},wo(i,e)}function Ns(t){return new Date(t)}Os.iso=Date.prototype.toISOString&&+new Date(\"2000-01-01T00:00:00.000Z\")?Fs:Rs,Fs.parse=function(t){var e=new Date(t);return isNaN(e)?null:e},Fs.toString=Rs.toString,Pe.second=Re((function(t){return new ze(1e3*Math.floor(t/1e3))}),(function(t,e){t.setTime(t.getTime()+1e3*Math.floor(e))}),(function(t){return t.getSeconds()})),Pe.seconds=Pe.second.range,Pe.seconds.utc=Pe.second.utc.range,Pe.minute=Re((function(t){return new ze(6e4*Math.floor(t/6e4))}),(function(t,e){t.setTime(t.getTime()+6e4*Math.floor(e))}),(function(t){return t.getMinutes()})),Pe.minutes=Pe.minute.range,Pe.minutes.utc=Pe.minute.utc.range,Pe.hour=Re((function(t){var e=t.getTimezoneOffset()/60;return new ze(36e5*(Math.floor(t/36e5-e)+e))}),(function(t,e){t.setTime(t.getTime()+36e5*Math.floor(e))}),(function(t){return t.getHours()})),Pe.hours=Pe.hour.range,Pe.hours.utc=Pe.hour.utc.range,Pe.month=Re((function(t){return(t=Pe.day(t)).setDate(1),t}),(function(t,e){t.setMonth(t.getMonth()+e)}),(function(t){return t.getMonth()})),Pe.months=Pe.month.range,Pe.months.utc=Pe.month.utc.range;var js=[1e3,5e3,15e3,3e4,6e4,3e5,9e5,18e5,36e5,108e5,216e5,432e5,864e5,1728e5,6048e5,2592e6,7776e6,31536e6],Us=[[Pe.second,1],[Pe.second,5],[Pe.second,15],[Pe.second,30],[Pe.minute,1],[Pe.minute,5],[Pe.minute,15],[Pe.minute,30],[Pe.hour,1],[Pe.hour,3],[Pe.hour,6],[Pe.hour,12],[Pe.day,1],[Pe.day,2],[Pe.week,1],[Pe.month,1],[Pe.month,3],[Pe.year,1]],Vs=Os.multi([[\".%L\",function(t){return t.getMilliseconds()}],[\":%S\",function(t){return t.getSeconds()}],[\"%I:%M\",function(t){return t.getMinutes()}],[\"%I %p\",function(t){return t.getHours()}],[\"%a %d\",function(t){return t.getDay()&&1!=t.getDate()}],[\"%b %d\",function(t){return 1!=t.getDate()}],[\"%B\",function(t){return t.getMonth()}],[\"%Y\",Yr]]),qs={range:function(e,r,n){return t.range(Math.ceil(e/n)*n,+r,n).map(Ns)},floor:L,ceil:L};Us.year=Pe.year,Pe.scale=function(){return Bs(t.scale.linear(),Us,Vs)};var Hs=Us.map((function(t){return[t[0].utc,t[1]]})),Gs=Ds.multi([[\".%L\",function(t){return t.getUTCMilliseconds()}],[\":%S\",function(t){return t.getUTCSeconds()}],[\"%I:%M\",function(t){return t.getUTCMinutes()}],[\"%I %p\",function(t){return t.getUTCHours()}],[\"%a %d\",function(t){return t.getUTCDay()&&1!=t.getUTCDate()}],[\"%b %d\",function(t){return 1!=t.getUTCDate()}],[\"%B\",function(t){return t.getUTCMonth()}],[\"%Y\",Yr]]);function Ys(t){return JSON.parse(t.responseText)}function Ws(t){var e=i.createRange();return e.selectNode(i.body),e.createContextualFragment(t.responseText)}Hs.year=Pe.year.utc,Pe.scale.utc=function(){return Bs(t.scale.linear(),Hs,Gs)},t.text=ge((function(t){return t.responseText})),t.json=function(t,e){return me(t,\"application/json\",Ys,e)},t.html=function(t,e){return me(t,\"text/html\",Ws,e)},t.xml=ge((function(t){return t.responseXML})),\"object\"==typeof e&&e.exports?e.exports=t:this.d3=t}()},{}],170:[function(t,e,r){e.exports=function(){for(var t=0;t<arguments.length;t++)if(void 0!==arguments[t])return arguments[t]}},{}],171:[function(t,e,r){\"use strict\";var n=t(\"incremental-convex-hull\"),i=t(\"uniq\");function a(t,e){this.point=t,this.index=e}function o(t,e){for(var r=t.point,n=e.point,i=r.length,a=0;a<i;++a){var o=n[a]-r[a];if(o)return o}return 0}e.exports=function(t,e){var r=t.length;if(0===r)return[];var s=t[0].length;if(s<1)return[];if(1===s)return function(t,e,r){if(1===t)return r?[[-1,0]]:[];var n=e.map((function(t,e){return[t[0],e]}));n.sort((function(t,e){return t[0]-e[0]}));for(var i=new Array(t-1),a=1;a<t;++a){var o=n[a-1],s=n[a];i[a-1]=[o[1],s[1]]}r&&i.push([-1,i[0][1]],[i[t-1][1],-1]);return i}(r,t,e);for(var l=new Array(r),c=1,u=0;u<r;++u){for(var f=t[u],h=new Array(s+1),p=0,d=0;d<s;++d){var g=f[d];h[d]=g,p+=g*g}h[s]=p,l[u]=new a(h,u),c=Math.max(p,c)}i(l,o),r=l.length;var m=new Array(r+s+1),v=new Array(r+s+1),y=(s+1)*(s+1)*c,x=new Array(s+1);for(u=0;u<=s;++u)x[u]=0;x[s]=y,m[0]=x.slice(),v[0]=-1;for(u=0;u<=s;++u){(h=x.slice())[u]=1,m[u+1]=h,v[u+1]=-1}for(u=0;u<r;++u){var b=l[u];m[u+s+1]=b.point,v[u+s+1]=b.index}var _=n(m,!1);_=e?_.filter((function(t){for(var e=0,r=0;r<=s;++r){var n=v[t[r]];if(n<0&&++e>=2)return!1;t[r]=n}return!0})):_.filter((function(t){for(var e=0;e<=s;++e){var r=v[t[e]];if(r<0)return!1;t[e]=r}return!0}));if(1&s)for(u=0;u<_.length;++u){h=(b=_[u])[0];b[0]=b[1],b[1]=h}return _}},{\"incremental-convex-hull\":459,uniq:597}],172:[function(t,e,r){\"use strict\";e.exports=a;var n=(a.canvas=document.createElement(\"canvas\")).getContext(\"2d\"),i=o([32,126]);function a(t,e){Array.isArray(t)&&(t=t.join(\", \"));var r,a={},s=16,l=.05;e&&(2===e.length&&\"number\"==typeof e[0]?r=o(e):Array.isArray(e)?r=e:(e.o?r=o(e.o):e.pairs&&(r=e.pairs),e.fontSize&&(s=e.fontSize),null!=e.threshold&&(l=e.threshold))),r||(r=i),n.font=s+\"px \"+t;for(var c=0;c<r.length;c++){var u=r[c],f=n.measureText(u[0]).width+n.measureText(u[1]).width,h=n.measureText(u).width;if(Math.abs(f-h)>s*l){var p=(h-f)/s;a[u]=1e3*p}}return a}function o(t){for(var e=[],r=t[0];r<=t[1];r++)for(var n=String.fromCharCode(r),i=t[0];i<t[1];i++){var a=n+String.fromCharCode(i);e.push(a)}return e}a.createPairs=o,a.ascii=i},{}],173:[function(t,e,r){(function(t){(function(){var r=!1;if(\"undefined\"!=typeof Float64Array){var n=new Float64Array(1),i=new Uint32Array(n.buffer);if(n[0]=1,r=!0,1072693248===i[1]){e.exports=function(t){return n[0]=t,[i[0],i[1]]},e.exports.pack=function(t,e){return i[0]=t,i[1]=e,n[0]},e.exports.lo=function(t){return n[0]=t,i[0]},e.exports.hi=function(t){return n[0]=t,i[1]}}else if(1072693248===i[0]){e.exports=function(t){return n[0]=t,[i[1],i[0]]},e.exports.pack=function(t,e){return i[1]=t,i[0]=e,n[0]},e.exports.lo=function(t){return n[0]=t,i[1]},e.exports.hi=function(t){return n[0]=t,i[0]}}else r=!1}if(!r){var a=new t(8);e.exports=function(t){return a.writeDoubleLE(t,0,!0),[a.readUInt32LE(0,!0),a.readUInt32LE(4,!0)]},e.exports.pack=function(t,e){return a.writeUInt32LE(t,0,!0),a.writeUInt32LE(e,4,!0),a.readDoubleLE(0,!0)},e.exports.lo=function(t){return a.writeDoubleLE(t,0,!0),a.readUInt32LE(0,!0)},e.exports.hi=function(t){return a.writeDoubleLE(t,0,!0),a.readUInt32LE(4,!0)}}e.exports.sign=function(t){return e.exports.hi(t)>>>31},e.exports.exponent=function(t){return(e.exports.hi(t)<<1>>>21)-1023},e.exports.fraction=function(t){var r=e.exports.lo(t),n=e.exports.hi(t),i=1048575&n;return 2146435072&n&&(i+=1<<20),[r,i]},e.exports.denormalized=function(t){return!(2146435072&e.exports.hi(t))}}).call(this)}).call(this,t(\"buffer\").Buffer)},{buffer:111}],174:[function(t,e,r){var n=t(\"abs-svg-path\"),i=t(\"normalize-svg-path\"),a={M:\"moveTo\",C:\"bezierCurveTo\"};e.exports=function(t,e){t.beginPath(),i(n(e)).forEach((function(e){var r=e[0],n=e.slice(1);t[a[r]].apply(t,n)})),t.closePath()}},{\"abs-svg-path\":65,\"normalize-svg-path\":497}],175:[function(t,e,r){e.exports=function(t){switch(t){case\"int8\":return Int8Array;case\"int16\":return Int16Array;case\"int32\":return Int32Array;case\"uint8\":return Uint8Array;case\"uint16\":return Uint16Array;case\"uint32\":return Uint32Array;case\"float32\":return Float32Array;case\"float64\":return Float64Array;case\"array\":return Array;case\"uint8_clamped\":return Uint8ClampedArray}}},{}],176:[function(t,e,r){\"use strict\";e.exports=function(t,e){switch(\"undefined\"==typeof e&&(e=0),typeof t){case\"number\":if(t>0)return function(t,e){var r,n;for(r=new Array(t),n=0;n<t;++n)r[n]=e;return r}(0|t,e);break;case\"object\":if(\"number\"==typeof t.length)return function t(e,r,n){var i=0|e[n];if(i<=0)return[];var a,o=new Array(i);if(n===e.length-1)for(a=0;a<i;++a)o[a]=r;else for(a=0;a<i;++a)o[a]=t(e,r,n+1);return o}(t,e,0)}return[]}},{}],177:[function(t,e,r){\"use strict\";function n(t,e,r){r=r||2;var n,s,l,c,u,p,d,m=e&&e.length,v=m?e[0]*r:t.length,y=i(t,0,v,r,!0),x=[];if(!y||y.next===y.prev)return x;if(m&&(y=function(t,e,r,n){var o,s,l,c,u,p=[];for(o=0,s=e.length;o<s;o++)l=e[o]*n,c=o<s-1?e[o+1]*n:t.length,(u=i(t,l,c,n,!1))===u.next&&(u.steiner=!0),p.push(g(u));for(p.sort(f),o=0;o<p.length;o++)h(p[o],r),r=a(r,r.next);return r}(t,e,y,r)),t.length>80*r){n=l=t[0],s=c=t[1];for(var b=r;b<v;b+=r)(u=t[b])<n&&(n=u),(p=t[b+1])<s&&(s=p),u>l&&(l=u),p>c&&(c=p);d=0!==(d=Math.max(l-n,c-s))?1/d:0}return o(y,x,r,n,s,d),x}function i(t,e,r,n,i){var a,o;if(i===E(t,e,r,n)>0)for(a=e;a<r;a+=n)o=M(a,t[a],t[a+1],o);else for(a=r-n;a>=e;a-=n)o=M(a,t[a],t[a+1],o);return o&&x(o,o.next)&&(A(o),o=o.next),o}function a(t,e){if(!t)return t;e||(e=t);var r,n=t;do{if(r=!1,n.steiner||!x(n,n.next)&&0!==y(n.prev,n,n.next))n=n.next;else{if(A(n),(n=e=n.prev)===n.next)break;r=!0}}while(r||n!==e);return e}function o(t,e,r,n,i,f,h){if(t){!h&&f&&function(t,e,r,n){var i=t;do{null===i.z&&(i.z=d(i.x,i.y,e,r,n)),i.prevZ=i.prev,i.nextZ=i.next,i=i.next}while(i!==t);i.prevZ.nextZ=null,i.prevZ=null,function(t){var e,r,n,i,a,o,s,l,c=1;do{for(r=t,t=null,a=null,o=0;r;){for(o++,n=r,s=0,e=0;e<c&&(s++,n=n.nextZ);e++);for(l=c;s>0||l>0&&n;)0!==s&&(0===l||!n||r.z<=n.z)?(i=r,r=r.nextZ,s--):(i=n,n=n.nextZ,l--),a?a.nextZ=i:t=i,i.prevZ=a,a=i;r=n}a.nextZ=null,c*=2}while(o>1)}(i)}(t,n,i,f);for(var p,g,m=t;t.prev!==t.next;)if(p=t.prev,g=t.next,f?l(t,n,i,f):s(t))e.push(p.i/r),e.push(t.i/r),e.push(g.i/r),A(t),t=g.next,m=g.next;else if((t=g)===m){h?1===h?o(t=c(a(t),e,r),e,r,n,i,f,2):2===h&&u(t,e,r,n,i,f):o(a(t),e,r,n,i,f,1);break}}}function s(t){var e=t.prev,r=t,n=t.next;if(y(e,r,n)>=0)return!1;for(var i=t.next.next;i!==t.prev;){if(m(e.x,e.y,r.x,r.y,n.x,n.y,i.x,i.y)&&y(i.prev,i,i.next)>=0)return!1;i=i.next}return!0}function l(t,e,r,n){var i=t.prev,a=t,o=t.next;if(y(i,a,o)>=0)return!1;for(var s=i.x<a.x?i.x<o.x?i.x:o.x:a.x<o.x?a.x:o.x,l=i.y<a.y?i.y<o.y?i.y:o.y:a.y<o.y?a.y:o.y,c=i.x>a.x?i.x>o.x?i.x:o.x:a.x>o.x?a.x:o.x,u=i.y>a.y?i.y>o.y?i.y:o.y:a.y>o.y?a.y:o.y,f=d(s,l,e,r,n),h=d(c,u,e,r,n),p=t.prevZ,g=t.nextZ;p&&p.z>=f&&g&&g.z<=h;){if(p!==t.prev&&p!==t.next&&m(i.x,i.y,a.x,a.y,o.x,o.y,p.x,p.y)&&y(p.prev,p,p.next)>=0)return!1;if(p=p.prevZ,g!==t.prev&&g!==t.next&&m(i.x,i.y,a.x,a.y,o.x,o.y,g.x,g.y)&&y(g.prev,g,g.next)>=0)return!1;g=g.nextZ}for(;p&&p.z>=f;){if(p!==t.prev&&p!==t.next&&m(i.x,i.y,a.x,a.y,o.x,o.y,p.x,p.y)&&y(p.prev,p,p.next)>=0)return!1;p=p.prevZ}for(;g&&g.z<=h;){if(g!==t.prev&&g!==t.next&&m(i.x,i.y,a.x,a.y,o.x,o.y,g.x,g.y)&&y(g.prev,g,g.next)>=0)return!1;g=g.nextZ}return!0}function c(t,e,r){var n=t;do{var i=n.prev,o=n.next.next;!x(i,o)&&b(i,n,n.next,o)&&T(i,o)&&T(o,i)&&(e.push(i.i/r),e.push(n.i/r),e.push(o.i/r),A(n),A(n.next),n=t=o),n=n.next}while(n!==t);return a(n)}function u(t,e,r,n,i,s){var l=t;do{for(var c=l.next.next;c!==l.prev;){if(l.i!==c.i&&v(l,c)){var u=k(l,c);return l=a(l,l.next),u=a(u,u.next),o(l,e,r,n,i,s),void o(u,e,r,n,i,s)}c=c.next}l=l.next}while(l!==t)}function f(t,e){return t.x-e.x}function h(t,e){if(e=function(t,e){var r,n=e,i=t.x,a=t.y,o=-1/0;do{if(a<=n.y&&a>=n.next.y&&n.next.y!==n.y){var s=n.x+(a-n.y)*(n.next.x-n.x)/(n.next.y-n.y);if(s<=i&&s>o){if(o=s,s===i){if(a===n.y)return n;if(a===n.next.y)return n.next}r=n.x<n.next.x?n:n.next}}n=n.next}while(n!==e);if(!r)return null;if(i===o)return r;var l,c=r,u=r.x,f=r.y,h=1/0;n=r;do{i>=n.x&&n.x>=u&&i!==n.x&&m(a<f?i:o,a,u,f,a<f?o:i,a,n.x,n.y)&&(l=Math.abs(a-n.y)/(i-n.x),T(n,t)&&(l<h||l===h&&(n.x>r.x||n.x===r.x&&p(r,n)))&&(r=n,h=l)),n=n.next}while(n!==c);return r}(t,e)){var r=k(e,t);a(e,e.next),a(r,r.next)}}function p(t,e){return y(t.prev,t,e.prev)<0&&y(e.next,t,t.next)<0}function d(t,e,r,n,i){return(t=1431655765&((t=858993459&((t=252645135&((t=16711935&((t=32767*(t-r)*i)|t<<8))|t<<4))|t<<2))|t<<1))|(e=1431655765&((e=858993459&((e=252645135&((e=16711935&((e=32767*(e-n)*i)|e<<8))|e<<4))|e<<2))|e<<1))<<1}function g(t){var e=t,r=t;do{(e.x<r.x||e.x===r.x&&e.y<r.y)&&(r=e),e=e.next}while(e!==t);return r}function m(t,e,r,n,i,a,o,s){return(i-o)*(e-s)-(t-o)*(a-s)>=0&&(t-o)*(n-s)-(r-o)*(e-s)>=0&&(r-o)*(a-s)-(i-o)*(n-s)>=0}function v(t,e){return t.next.i!==e.i&&t.prev.i!==e.i&&!function(t,e){var r=t;do{if(r.i!==t.i&&r.next.i!==t.i&&r.i!==e.i&&r.next.i!==e.i&&b(r,r.next,t,e))return!0;r=r.next}while(r!==t);return!1}(t,e)&&(T(t,e)&&T(e,t)&&function(t,e){var r=t,n=!1,i=(t.x+e.x)/2,a=(t.y+e.y)/2;do{r.y>a!=r.next.y>a&&r.next.y!==r.y&&i<(r.next.x-r.x)*(a-r.y)/(r.next.y-r.y)+r.x&&(n=!n),r=r.next}while(r!==t);return n}(t,e)&&(y(t.prev,t,e.prev)||y(t,e.prev,e))||x(t,e)&&y(t.prev,t,t.next)>0&&y(e.prev,e,e.next)>0)}function y(t,e,r){return(e.y-t.y)*(r.x-e.x)-(e.x-t.x)*(r.y-e.y)}function x(t,e){return t.x===e.x&&t.y===e.y}function b(t,e,r,n){var i=w(y(t,e,r)),a=w(y(t,e,n)),o=w(y(r,n,t)),s=w(y(r,n,e));return i!==a&&o!==s||(!(0!==i||!_(t,r,e))||(!(0!==a||!_(t,n,e))||(!(0!==o||!_(r,t,n))||!(0!==s||!_(r,e,n)))))}function _(t,e,r){return e.x<=Math.max(t.x,r.x)&&e.x>=Math.min(t.x,r.x)&&e.y<=Math.max(t.y,r.y)&&e.y>=Math.min(t.y,r.y)}function w(t){return t>0?1:t<0?-1:0}function T(t,e){return y(t.prev,t,t.next)<0?y(t,e,t.next)>=0&&y(t,t.prev,e)>=0:y(t,e,t.prev)<0||y(t,t.next,e)<0}function k(t,e){var r=new S(t.i,t.x,t.y),n=new S(e.i,e.x,e.y),i=t.next,a=e.prev;return t.next=e,e.prev=t,r.next=i,i.prev=r,n.next=r,r.prev=n,a.next=n,n.prev=a,n}function M(t,e,r,n){var i=new S(t,e,r);return n?(i.next=n.next,i.prev=n,n.next.prev=i,n.next=i):(i.prev=i,i.next=i),i}function A(t){t.next.prev=t.prev,t.prev.next=t.next,t.prevZ&&(t.prevZ.nextZ=t.nextZ),t.nextZ&&(t.nextZ.prevZ=t.prevZ)}function S(t,e,r){this.i=t,this.x=e,this.y=r,this.prev=null,this.next=null,this.z=null,this.prevZ=null,this.nextZ=null,this.steiner=!1}function E(t,e,r,n){for(var i=0,a=e,o=r-n;a<r;a+=n)i+=(t[o]-t[a])*(t[a+1]+t[o+1]),o=a;return i}e.exports=n,e.exports.default=n,n.deviation=function(t,e,r,n){var i=e&&e.length,a=i?e[0]*r:t.length,o=Math.abs(E(t,0,a,r));if(i)for(var s=0,l=e.length;s<l;s++){var c=e[s]*r,u=s<l-1?e[s+1]*r:t.length;o-=Math.abs(E(t,c,u,r))}var f=0;for(s=0;s<n.length;s+=3){var h=n[s]*r,p=n[s+1]*r,d=n[s+2]*r;f+=Math.abs((t[h]-t[d])*(t[p+1]-t[h+1])-(t[h]-t[p])*(t[d+1]-t[h+1]))}return 0===o&&0===f?0:Math.abs((f-o)/o)},n.flatten=function(t){for(var e=t[0][0].length,r={vertices:[],holes:[],dimensions:e},n=0,i=0;i<t.length;i++){for(var a=0;a<t[i].length;a++)for(var o=0;o<e;o++)r.vertices.push(t[i][a][o]);i>0&&(n+=t[i-1].length,r.holes.push(n))}return r}},{}],178:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.length;if(\"number\"!=typeof e){e=0;for(var i=0;i<r;++i){var a=t[i];e=Math.max(e,a[0],a[1])}e=1+(0|e)}e|=0;var o=new Array(e);for(i=0;i<e;++i)o[i]=[];for(i=0;i<r;++i){a=t[i];o[a[0]].push(a[1]),o[a[1]].push(a[0])}for(var s=0;s<e;++s)n(o[s],(function(t,e){return t-e}));return o};var n=t(\"uniq\")},{uniq:597}],179:[function(t,e,r){var n=t(\"strongly-connected-components\");e.exports=function(t,e){var r,i=[],a=[],o=[],s={},l=[];function c(t){var e,n,i=!1;for(a.push(t),o[t]=!0,e=0;e<l[t].length;e++)(n=l[t][e])===r?(u(r,a),i=!0):o[n]||(i=c(n));if(i)!function t(e){o[e]=!1,s.hasOwnProperty(e)&&Object.keys(s[e]).forEach((function(r){delete s[e][r],o[r]&&t(r)}))}(t);else for(e=0;e<l[t].length;e++){n=l[t][e];var f=s[n];f||(f={},s[n]=f),f[n]=!0}return a.pop(),i}function u(t,r){var n=[].concat(r).concat(t);e?e(c):i.push(n)}function f(e){!function(e){for(var r=0;r<t.length;r++)r<e&&(t[r]=[]),t[r]=t[r].filter((function(t){return t>=e}))}(e);for(var r,i=n(t).components.filter((function(t){return t.length>1})),a=1/0,o=0;o<i.length;o++)for(var s=0;s<i[o].length;s++)i[o][s]<a&&(a=i[o][s],r=o);var l=i[r];return!!l&&{leastVertex:a,adjList:t.map((function(t,e){return-1===l.indexOf(e)?[]:t.filter((function(t){return-1!==l.indexOf(t)}))}))}}r=0;for(var h=t.length;r<h;){var p=f(r);if(r=p.leastVertex,l=p.adjList){for(var d=0;d<l.length;d++)for(var g=0;g<l[d].length;g++){var m=l[d][g];o[+m]=!1,s[m]={}}c(r),r+=1}else r=h}return e?void 0:i}},{\"strongly-connected-components\":569}],180:[function(t,e,r){\"use strict\";var n=t(\"../../object/valid-value\");e.exports=function(){return n(this).length=0,this}},{\"../../object/valid-value\":211}],181:[function(t,e,r){\"use strict\";e.exports=t(\"./is-implemented\")()?Array.from:t(\"./shim\")},{\"./is-implemented\":182,\"./shim\":183}],182:[function(t,e,r){\"use strict\";e.exports=function(){var t,e,r=Array.from;return\"function\"==typeof r&&(e=r(t=[\"raz\",\"dwa\"]),Boolean(e&&e!==t&&\"dwa\"===e[1]))}},{}],183:[function(t,e,r){\"use strict\";var n=t(\"es6-symbol\").iterator,i=t(\"../../function/is-arguments\"),a=t(\"../../function/is-function\"),o=t(\"../../number/to-pos-integer\"),s=t(\"../../object/valid-callable\"),l=t(\"../../object/valid-value\"),c=t(\"../../object/is-value\"),u=t(\"../../string/is-string\"),f=Array.isArray,h=Function.prototype.call,p={configurable:!0,enumerable:!0,writable:!0,value:null},d=Object.defineProperty;e.exports=function(t){var e,r,g,m,v,y,x,b,_,w,T=arguments[1],k=arguments[2];if(t=Object(l(t)),c(T)&&s(T),this&&this!==Array&&a(this))e=this;else{if(!T){if(i(t))return 1!==(v=t.length)?Array.apply(null,t):((m=new Array(1))[0]=t[0],m);if(f(t)){for(m=new Array(v=t.length),r=0;r<v;++r)m[r]=t[r];return m}}m=[]}if(!f(t))if(void 0!==(_=t[n])){for(x=s(_).call(t),e&&(m=new e),b=x.next(),r=0;!b.done;)w=T?h.call(T,k,b.value,r):b.value,e?(p.value=w,d(m,r,p)):m[r]=w,b=x.next(),++r;v=r}else if(u(t)){for(v=t.length,e&&(m=new e),r=0,g=0;r<v;++r)w=t[r],r+1<v&&(y=w.charCodeAt(0))>=55296&&y<=56319&&(w+=t[++r]),w=T?h.call(T,k,w,g):w,e?(p.value=w,d(m,g,p)):m[g]=w,++g;v=g}if(void 0===v)for(v=o(t.length),e&&(m=new e(v)),r=0;r<v;++r)w=T?h.call(T,k,t[r],r):t[r],e?(p.value=w,d(m,r,p)):m[r]=w;return e&&(p.value=null,m.length=v),m}},{\"../../function/is-arguments\":184,\"../../function/is-function\":185,\"../../number/to-pos-integer\":191,\"../../object/is-value\":200,\"../../object/valid-callable\":209,\"../../object/valid-value\":211,\"../../string/is-string\":215,\"es6-symbol\":225}],184:[function(t,e,r){\"use strict\";var n=Object.prototype.toString,i=n.call(function(){return arguments}());e.exports=function(t){return n.call(t)===i}},{}],185:[function(t,e,r){\"use strict\";var n=Object.prototype.toString,i=RegExp.prototype.test.bind(/^[object [A-Za-z0-9]*Function]$/);e.exports=function(t){return\"function\"==typeof t&&i(n.call(t))}},{}],186:[function(t,e,r){\"use strict\";e.exports=function(){}},{}],187:[function(t,e,r){\"use strict\";e.exports=t(\"./is-implemented\")()?Math.sign:t(\"./shim\")},{\"./is-implemented\":188,\"./shim\":189}],188:[function(t,e,r){\"use strict\";e.exports=function(){var t=Math.sign;return\"function\"==typeof t&&(1===t(10)&&-1===t(-20))}},{}],189:[function(t,e,r){\"use strict\";e.exports=function(t){return t=Number(t),isNaN(t)||0===t?t:t>0?1:-1}},{}],190:[function(t,e,r){\"use strict\";var n=t(\"../math/sign\"),i=Math.abs,a=Math.floor;e.exports=function(t){return isNaN(t)?0:0!==(t=Number(t))&&isFinite(t)?n(t)*a(i(t)):t}},{\"../math/sign\":187}],191:[function(t,e,r){\"use strict\";var n=t(\"./to-integer\"),i=Math.max;e.exports=function(t){return i(0,n(t))}},{\"./to-integer\":190}],192:[function(t,e,r){\"use strict\";var n=t(\"./valid-callable\"),i=t(\"./valid-value\"),a=Function.prototype.bind,o=Function.prototype.call,s=Object.keys,l=Object.prototype.propertyIsEnumerable;e.exports=function(t,e){return function(r,c){var u,f=arguments[2],h=arguments[3];return r=Object(i(r)),n(c),u=s(r),h&&u.sort(\"function\"==typeof h?a.call(h,r):void 0),\"function\"!=typeof t&&(t=u[t]),o.call(t,u,(function(t,n){return l.call(r,t)?o.call(c,f,r[t],t,r,n):e}))}}},{\"./valid-callable\":209,\"./valid-value\":211}],193:[function(t,e,r){\"use strict\";e.exports=t(\"./is-implemented\")()?Object.assign:t(\"./shim\")},{\"./is-implemented\":194,\"./shim\":195}],194:[function(t,e,r){\"use strict\";e.exports=function(){var t,e=Object.assign;return\"function\"==typeof e&&(e(t={foo:\"raz\"},{bar:\"dwa\"},{trzy:\"trzy\"}),t.foo+t.bar+t.trzy===\"razdwatrzy\")}},{}],195:[function(t,e,r){\"use strict\";var n=t(\"../keys\"),i=t(\"../valid-value\"),a=Math.max;e.exports=function(t,e){var r,o,s,l=a(arguments.length,2);for(t=Object(i(t)),s=function(n){try{t[n]=e[n]}catch(t){r||(r=t)}},o=1;o<l;++o)n(e=arguments[o]).forEach(s);if(void 0!==r)throw r;return t}},{\"../keys\":201,\"../valid-value\":211}],196:[function(t,e,r){\"use strict\";var n=t(\"../array/from\"),i=t(\"./assign\"),a=t(\"./valid-value\");e.exports=function(t){var e=Object(a(t)),r=arguments[1],o=Object(arguments[2]);if(e!==t&&!r)return e;var s={};return r?n(r,(function(e){(o.ensure||e in t)&&(s[e]=t[e])})):i(s,t),s}},{\"../array/from\":181,\"./assign\":193,\"./valid-value\":211}],197:[function(t,e,r){\"use strict\";var n,i,a,o,s=Object.create;t(\"./set-prototype-of/is-implemented\")()||(n=t(\"./set-prototype-of/shim\")),e.exports=n?1!==n.level?s:(i={},a={},o={configurable:!1,enumerable:!1,writable:!0,value:void 0},Object.getOwnPropertyNames(Object.prototype).forEach((function(t){a[t]=\"__proto__\"!==t?o:{configurable:!0,enumerable:!1,writable:!0,value:void 0}})),Object.defineProperties(i,a),Object.defineProperty(n,\"nullPolyfill\",{configurable:!1,enumerable:!1,writable:!1,value:i}),function(t,e){return s(null===t?i:t,e)}):s},{\"./set-prototype-of/is-implemented\":207,\"./set-prototype-of/shim\":208}],198:[function(t,e,r){\"use strict\";e.exports=t(\"./_iterate\")(\"forEach\")},{\"./_iterate\":192}],199:[function(t,e,r){\"use strict\";var n=t(\"./is-value\"),i={function:!0,object:!0};e.exports=function(t){return n(t)&&i[typeof t]||!1}},{\"./is-value\":200}],200:[function(t,e,r){\"use strict\";var n=t(\"../function/noop\")();e.exports=function(t){return t!==n&&null!==t}},{\"../function/noop\":186}],201:[function(t,e,r){\"use strict\";e.exports=t(\"./is-implemented\")()?Object.keys:t(\"./shim\")},{\"./is-implemented\":202,\"./shim\":203}],202:[function(t,e,r){\"use strict\";e.exports=function(){try{return Object.keys(\"primitive\"),!0}catch(t){return!1}}},{}],203:[function(t,e,r){\"use strict\";var n=t(\"../is-value\"),i=Object.keys;e.exports=function(t){return i(n(t)?Object(t):t)}},{\"../is-value\":200}],204:[function(t,e,r){\"use strict\";var n=t(\"./valid-callable\"),i=t(\"./for-each\"),a=Function.prototype.call;e.exports=function(t,e){var r={},o=arguments[2];return n(e),i(t,(function(t,n,i,s){r[n]=a.call(e,o,t,n,i,s)})),r}},{\"./for-each\":198,\"./valid-callable\":209}],205:[function(t,e,r){\"use strict\";var n=t(\"./is-value\"),i=Array.prototype.forEach,a=Object.create,o=function(t,e){var r;for(r in t)e[r]=t[r]};e.exports=function(t){var e=a(null);return i.call(arguments,(function(t){n(t)&&o(Object(t),e)})),e}},{\"./is-value\":200}],206:[function(t,e,r){\"use strict\";e.exports=t(\"./is-implemented\")()?Object.setPrototypeOf:t(\"./shim\")},{\"./is-implemented\":207,\"./shim\":208}],207:[function(t,e,r){\"use strict\";var n=Object.create,i=Object.getPrototypeOf,a={};e.exports=function(){var t=Object.setPrototypeOf,e=arguments[0]||n;return\"function\"==typeof t&&i(t(e(null),a))===a}},{}],208:[function(t,e,r){\"use strict\";var n,i=t(\"../is-object\"),a=t(\"../valid-value\"),o=Object.prototype.isPrototypeOf,s=Object.defineProperty,l={configurable:!0,enumerable:!1,writable:!0,value:void 0};n=function(t,e){if(a(t),null===e||i(e))return t;throw new TypeError(\"Prototype must be null or an object\")},e.exports=function(t){var e,r;return t?(2===t.level?t.set?(r=t.set,e=function(t,e){return r.call(n(t,e),e),t}):e=function(t,e){return n(t,e).__proto__=e,t}:e=function t(e,r){var i;return n(e,r),(i=o.call(t.nullPolyfill,e))&&delete t.nullPolyfill.__proto__,null===r&&(r=t.nullPolyfill),e.__proto__=r,i&&s(t.nullPolyfill,\"__proto__\",l),e},Object.defineProperty(e,\"level\",{configurable:!1,enumerable:!1,writable:!1,value:t.level})):null}(function(){var t,e=Object.create(null),r={},n=Object.getOwnPropertyDescriptor(Object.prototype,\"__proto__\");if(n){try{(t=n.set).call(e,r)}catch(t){}if(Object.getPrototypeOf(e)===r)return{set:t,level:2}}return e.__proto__=r,Object.getPrototypeOf(e)===r?{level:2}:((e={}).__proto__=r,Object.getPrototypeOf(e)===r&&{level:1})}()),t(\"../create\")},{\"../create\":197,\"../is-object\":199,\"../valid-value\":211}],209:[function(t,e,r){\"use strict\";e.exports=function(t){if(\"function\"!=typeof t)throw new TypeError(t+\" is not a function\");return t}},{}],210:[function(t,e,r){\"use strict\";var n=t(\"./is-object\");e.exports=function(t){if(!n(t))throw new TypeError(t+\" is not an Object\");return t}},{\"./is-object\":199}],211:[function(t,e,r){\"use strict\";var n=t(\"./is-value\");e.exports=function(t){if(!n(t))throw new TypeError(\"Cannot use null or undefined\");return t}},{\"./is-value\":200}],212:[function(t,e,r){\"use strict\";e.exports=t(\"./is-implemented\")()?String.prototype.contains:t(\"./shim\")},{\"./is-implemented\":213,\"./shim\":214}],213:[function(t,e,r){\"use strict\";var n=\"razdwatrzy\";e.exports=function(){return\"function\"==typeof n.contains&&(!0===n.contains(\"dwa\")&&!1===n.contains(\"foo\"))}},{}],214:[function(t,e,r){\"use strict\";var n=String.prototype.indexOf;e.exports=function(t){return n.call(this,t,arguments[1])>-1}},{}],215:[function(t,e,r){\"use strict\";var n=Object.prototype.toString,i=n.call(\"\");e.exports=function(t){return\"string\"==typeof t||t&&\"object\"==typeof t&&(t instanceof String||n.call(t)===i)||!1}},{}],216:[function(t,e,r){\"use strict\";var n=Object.create(null),i=Math.random;e.exports=function(){var t;do{t=i().toString(36).slice(2)}while(n[t]);return t}},{}],217:[function(t,e,r){\"use strict\";var n,i=t(\"es5-ext/object/set-prototype-of\"),a=t(\"es5-ext/string/#/contains\"),o=t(\"d\"),s=t(\"es6-symbol\"),l=t(\"./\"),c=Object.defineProperty;n=e.exports=function(t,e){if(!(this instanceof n))throw new TypeError(\"Constructor requires 'new'\");l.call(this,t),e=e?a.call(e,\"key+value\")?\"key+value\":a.call(e,\"key\")?\"key\":\"value\":\"value\",c(this,\"__kind__\",o(\"\",e))},i&&i(n,l),delete n.prototype.constructor,n.prototype=Object.create(l.prototype,{_resolve:o((function(t){return\"value\"===this.__kind__?this.__list__[t]:\"key+value\"===this.__kind__?[t,this.__list__[t]]:t}))}),c(n.prototype,s.toStringTag,o(\"c\",\"Array Iterator\"))},{\"./\":220,d:155,\"es5-ext/object/set-prototype-of\":206,\"es5-ext/string/#/contains\":212,\"es6-symbol\":225}],218:[function(t,e,r){\"use strict\";var n=t(\"es5-ext/function/is-arguments\"),i=t(\"es5-ext/object/valid-callable\"),a=t(\"es5-ext/string/is-string\"),o=t(\"./get\"),s=Array.isArray,l=Function.prototype.call,c=Array.prototype.some;e.exports=function(t,e){var r,u,f,h,p,d,g,m,v=arguments[2];if(s(t)||n(t)?r=\"array\":a(t)?r=\"string\":t=o(t),i(e),f=function(){h=!0},\"array\"!==r)if(\"string\"!==r)for(u=t.next();!u.done;){if(l.call(e,v,u.value,f),h)return;u=t.next()}else for(d=t.length,p=0;p<d&&(g=t[p],p+1<d&&(m=g.charCodeAt(0))>=55296&&m<=56319&&(g+=t[++p]),l.call(e,v,g,f),!h);++p);else c.call(t,(function(t){return l.call(e,v,t,f),h}))}},{\"./get\":219,\"es5-ext/function/is-arguments\":184,\"es5-ext/object/valid-callable\":209,\"es5-ext/string/is-string\":215}],219:[function(t,e,r){\"use strict\";var n=t(\"es5-ext/function/is-arguments\"),i=t(\"es5-ext/string/is-string\"),a=t(\"./array\"),o=t(\"./string\"),s=t(\"./valid-iterable\"),l=t(\"es6-symbol\").iterator;e.exports=function(t){return\"function\"==typeof s(t)[l]?t[l]():n(t)?new a(t):i(t)?new o(t):new a(t)}},{\"./array\":217,\"./string\":222,\"./valid-iterable\":223,\"es5-ext/function/is-arguments\":184,\"es5-ext/string/is-string\":215,\"es6-symbol\":225}],220:[function(t,e,r){\"use strict\";var n,i=t(\"es5-ext/array/#/clear\"),a=t(\"es5-ext/object/assign\"),o=t(\"es5-ext/object/valid-callable\"),s=t(\"es5-ext/object/valid-value\"),l=t(\"d\"),c=t(\"d/auto-bind\"),u=t(\"es6-symbol\"),f=Object.defineProperty,h=Object.defineProperties;e.exports=n=function(t,e){if(!(this instanceof n))throw new TypeError(\"Constructor requires 'new'\");h(this,{__list__:l(\"w\",s(t)),__context__:l(\"w\",e),__nextIndex__:l(\"w\",0)}),e&&(o(e.on),e.on(\"_add\",this._onAdd),e.on(\"_delete\",this._onDelete),e.on(\"_clear\",this._onClear))},delete n.prototype.constructor,h(n.prototype,a({_next:l((function(){var t;if(this.__list__)return this.__redo__&&void 0!==(t=this.__redo__.shift())?t:this.__nextIndex__<this.__list__.length?this.__nextIndex__++:void this._unBind()})),next:l((function(){return this._createResult(this._next())})),_createResult:l((function(t){return void 0===t?{done:!0,value:void 0}:{done:!1,value:this._resolve(t)}})),_resolve:l((function(t){return this.__list__[t]})),_unBind:l((function(){this.__list__=null,delete this.__redo__,this.__context__&&(this.__context__.off(\"_add\",this._onAdd),this.__context__.off(\"_delete\",this._onDelete),this.__context__.off(\"_clear\",this._onClear),this.__context__=null)})),toString:l((function(){return\"[object \"+(this[u.toStringTag]||\"Object\")+\"]\"}))},c({_onAdd:l((function(t){t>=this.__nextIndex__||(++this.__nextIndex__,this.__redo__?(this.__redo__.forEach((function(e,r){e>=t&&(this.__redo__[r]=++e)}),this),this.__redo__.push(t)):f(this,\"__redo__\",l(\"c\",[t])))})),_onDelete:l((function(t){var e;t>=this.__nextIndex__||(--this.__nextIndex__,this.__redo__&&(-1!==(e=this.__redo__.indexOf(t))&&this.__redo__.splice(e,1),this.__redo__.forEach((function(e,r){e>t&&(this.__redo__[r]=--e)}),this)))})),_onClear:l((function(){this.__redo__&&i.call(this.__redo__),this.__nextIndex__=0}))}))),f(n.prototype,u.iterator,l((function(){return this})))},{d:155,\"d/auto-bind\":154,\"es5-ext/array/#/clear\":180,\"es5-ext/object/assign\":193,\"es5-ext/object/valid-callable\":209,\"es5-ext/object/valid-value\":211,\"es6-symbol\":225}],221:[function(t,e,r){\"use strict\";var n=t(\"es5-ext/function/is-arguments\"),i=t(\"es5-ext/object/is-value\"),a=t(\"es5-ext/string/is-string\"),o=t(\"es6-symbol\").iterator,s=Array.isArray;e.exports=function(t){return!!i(t)&&(!!s(t)||(!!a(t)||(!!n(t)||\"function\"==typeof t[o])))}},{\"es5-ext/function/is-arguments\":184,\"es5-ext/object/is-value\":200,\"es5-ext/string/is-string\":215,\"es6-symbol\":225}],222:[function(t,e,r){\"use strict\";var n,i=t(\"es5-ext/object/set-prototype-of\"),a=t(\"d\"),o=t(\"es6-symbol\"),s=t(\"./\"),l=Object.defineProperty;n=e.exports=function(t){if(!(this instanceof n))throw new TypeError(\"Constructor requires 'new'\");t=String(t),s.call(this,t),l(this,\"__length__\",a(\"\",t.length))},i&&i(n,s),delete n.prototype.constructor,n.prototype=Object.create(s.prototype,{_next:a((function(){if(this.__list__)return this.__nextIndex__<this.__length__?this.__nextIndex__++:void this._unBind()})),_resolve:a((function(t){var e,r=this.__list__[t];return this.__nextIndex__===this.__length__?r:(e=r.charCodeAt(0))>=55296&&e<=56319?r+this.__list__[this.__nextIndex__++]:r}))}),l(n.prototype,o.toStringTag,a(\"c\",\"String Iterator\"))},{\"./\":220,d:155,\"es5-ext/object/set-prototype-of\":206,\"es6-symbol\":225}],223:[function(t,e,r){\"use strict\";var n=t(\"./is-iterable\");e.exports=function(t){if(!n(t))throw new TypeError(t+\" is not iterable\");return t}},{\"./is-iterable\":221}],224:[function(t,e,r){(function(n,i){(function(){\n",
       "/*!\n",
       " * @overview es6-promise - a tiny implementation of Promises/A+.\n",
       " * @copyright Copyright (c) 2014 Yehuda Katz, Tom Dale, Stefan Penner and contributors (Conversion to ES6 API by Jake Archibald)\n",
       " * @license   Licensed under MIT license\n",
       " *            See https://raw.githubusercontent.com/stefanpenner/es6-promise/master/LICENSE\n",
       " * @version   v4.2.8+1e68dce6\n",
       " */\n",
       "!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?e.exports=n():t.ES6Promise=n()}(this,(function(){\"use strict\";function e(t){return\"function\"==typeof t}var r=Array.isArray?Array.isArray:function(t){return\"[object Array]\"===Object.prototype.toString.call(t)},a=0,o=void 0,s=void 0,l=function(t,e){g[a]=t,g[a+1]=e,2===(a+=2)&&(s?s(m):_())};var c=\"undefined\"!=typeof window?window:void 0,u=c||{},f=u.MutationObserver||u.WebKitMutationObserver,h=\"undefined\"==typeof self&&\"undefined\"!=typeof n&&\"[object process]\"==={}.toString.call(n),p=\"undefined\"!=typeof Uint8ClampedArray&&\"undefined\"!=typeof importScripts&&\"undefined\"!=typeof MessageChannel;function d(){var t=setTimeout;return function(){return t(m,1)}}var g=new Array(1e3);function m(){for(var t=0;t<a;t+=2){(0,g[t])(g[t+1]),g[t]=void 0,g[t+1]=void 0}a=0}var v,y,x,b,_=void 0;function w(t,e){var r=this,n=new this.constructor(M);void 0===n[k]&&D(n);var i=r._state;if(i){var a=arguments[i-1];l((function(){return z(i,n,a,r._result)}))}else I(r,n,t,e);return n}function T(t){if(t&&\"object\"==typeof t&&t.constructor===this)return t;var e=new this(M);return S(e,t),e}h?_=function(){return n.nextTick(m)}:f?(y=0,x=new f(m),b=document.createTextNode(\"\"),x.observe(b,{characterData:!0}),_=function(){b.data=y=++y%2}):p?((v=new MessageChannel).port1.onmessage=m,_=function(){return v.port2.postMessage(0)}):_=void 0===c&&\"function\"==typeof t?function(){try{var t=Function(\"return this\")().require(\"vertx\");return\"undefined\"!=typeof(o=t.runOnLoop||t.runOnContext)?function(){o(m)}:d()}catch(t){return d()}}():d();var k=Math.random().toString(36).substring(2);function M(){}function A(t,r,n){r.constructor===t.constructor&&n===w&&r.constructor.resolve===T?function(t,e){1===e._state?C(t,e._result):2===e._state?L(t,e._result):I(e,void 0,(function(e){return S(t,e)}),(function(e){return L(t,e)}))}(t,r):void 0===n?C(t,r):e(n)?function(t,e,r){l((function(t){var n=!1,i=function(t,e,r,n){try{t.call(e,r,n)}catch(t){return t}}(r,e,(function(r){n||(n=!0,e!==r?S(t,r):C(t,r))}),(function(e){n||(n=!0,L(t,e))}),t._label);!n&&i&&(n=!0,L(t,i))}),t)}(t,r,n):C(t,r)}function S(t,e){if(t===e)L(t,new TypeError(\"You cannot resolve a promise with itself\"));else if(i=typeof(n=e),null===n||\"object\"!==i&&\"function\"!==i)C(t,e);else{var r=void 0;try{r=e.then}catch(e){return void L(t,e)}A(t,e,r)}var n,i}function E(t){t._onerror&&t._onerror(t._result),P(t)}function C(t,e){void 0===t._state&&(t._result=e,t._state=1,0!==t._subscribers.length&&l(P,t))}function L(t,e){void 0===t._state&&(t._state=2,t._result=e,l(E,t))}function I(t,e,r,n){var i=t._subscribers,a=i.length;t._onerror=null,i[a]=e,i[a+1]=r,i[a+2]=n,0===a&&t._state&&l(P,t)}function P(t){var e=t._subscribers,r=t._state;if(0!==e.length){for(var n=void 0,i=void 0,a=t._result,o=0;o<e.length;o+=3)n=e[o],i=e[o+r],n?z(r,n,i,a):i(a);t._subscribers.length=0}}function z(t,r,n,i){var a=e(n),o=void 0,s=void 0,l=!0;if(a){try{o=n(i)}catch(t){l=!1,s=t}if(r===o)return void L(r,new TypeError(\"A promises callback cannot return that same promise.\"))}else o=i;void 0!==r._state||(a&&l?S(r,o):!1===l?L(r,s):1===t?C(r,o):2===t&&L(r,o))}var O=0;function D(t){t[k]=O++,t._state=void 0,t._result=void 0,t._subscribers=[]}var R=function(){function t(t,e){this._instanceConstructor=t,this.promise=new t(M),this.promise[k]||D(this.promise),r(e)?(this.length=e.length,this._remaining=e.length,this._result=new Array(this.length),0===this.length?C(this.promise,this._result):(this.length=this.length||0,this._enumerate(e),0===this._remaining&&C(this.promise,this._result))):L(this.promise,new Error(\"Array Methods must be provided an Array\"))}return t.prototype._enumerate=function(t){for(var e=0;void 0===this._state&&e<t.length;e++)this._eachEntry(t[e],e)},t.prototype._eachEntry=function(t,e){var r=this._instanceConstructor,n=r.resolve;if(n===T){var i=void 0,a=void 0,o=!1;try{i=t.then}catch(t){o=!0,a=t}if(i===w&&void 0!==t._state)this._settledAt(t._state,e,t._result);else if(\"function\"!=typeof i)this._remaining--,this._result[e]=t;else if(r===F){var s=new r(M);o?L(s,a):A(s,t,i),this._willSettleAt(s,e)}else this._willSettleAt(new r((function(e){return e(t)})),e)}else this._willSettleAt(n(t),e)},t.prototype._settledAt=function(t,e,r){var n=this.promise;void 0===n._state&&(this._remaining--,2===t?L(n,r):this._result[e]=r),0===this._remaining&&C(n,this._result)},t.prototype._willSettleAt=function(t,e){var r=this;I(t,void 0,(function(t){return r._settledAt(1,e,t)}),(function(t){return r._settledAt(2,e,t)}))},t}();var F=function(){function t(e){this[k]=O++,this._result=this._state=void 0,this._subscribers=[],M!==e&&(\"function\"!=typeof e&&function(){throw new TypeError(\"You must pass a resolver function as the first argument to the promise constructor\")}(),this instanceof t?function(t,e){try{e((function(e){S(t,e)}),(function(e){L(t,e)}))}catch(e){L(t,e)}}(this,e):function(){throw new TypeError(\"Failed to construct 'Promise': Please use the 'new' operator, this object constructor cannot be called as a function.\")}())}return t.prototype.catch=function(t){return this.then(null,t)},t.prototype.finally=function(t){var r=this.constructor;return e(t)?this.then((function(e){return r.resolve(t()).then((function(){return e}))}),(function(e){return r.resolve(t()).then((function(){throw e}))})):this.then(t,t)},t}();return F.prototype.then=w,F.all=function(t){return new R(this,t).promise},F.race=function(t){var e=this;return r(t)?new e((function(r,n){for(var i=t.length,a=0;a<i;a++)e.resolve(t[a]).then(r,n)})):new e((function(t,e){return e(new TypeError(\"You must pass an array to race.\"))}))},F.resolve=T,F.reject=function(t){var e=new this(M);return L(e,t),e},F._setScheduler=function(t){s=t},F._setAsap=function(t){l=t},F._asap=l,F.polyfill=function(){var t=void 0;if(\"undefined\"!=typeof i)t=i;else if(\"undefined\"!=typeof self)t=self;else try{t=Function(\"return this\")()}catch(t){throw new Error(\"polyfill failed because global object is unavailable in this environment\")}var e=t.Promise;if(e){var r=null;try{r=Object.prototype.toString.call(e.resolve())}catch(t){}if(\"[object Promise]\"===r&&!e.cast)return}t.Promise=F},F.Promise=F,F}))}).call(this)}).call(this,t(\"_process\"),\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:\"undefined\"!=typeof window?window:{})},{_process:526}],225:[function(t,e,r){\"use strict\";e.exports=t(\"./is-implemented\")()?t(\"ext/global-this\").Symbol:t(\"./polyfill\")},{\"./is-implemented\":226,\"./polyfill\":231,\"ext/global-this\":238}],226:[function(t,e,r){\"use strict\";var n=t(\"ext/global-this\"),i={object:!0,symbol:!0};e.exports=function(){var t,e=n.Symbol;if(\"function\"!=typeof e)return!1;t=e(\"test symbol\");try{String(t)}catch(t){return!1}return!!i[typeof e.iterator]&&(!!i[typeof e.toPrimitive]&&!!i[typeof e.toStringTag])}},{\"ext/global-this\":238}],227:[function(t,e,r){\"use strict\";e.exports=function(t){return!!t&&(\"symbol\"==typeof t||!!t.constructor&&(\"Symbol\"===t.constructor.name&&\"Symbol\"===t[t.constructor.toStringTag]))}},{}],228:[function(t,e,r){\"use strict\";var n=t(\"d\"),i=Object.create,a=Object.defineProperty,o=Object.prototype,s=i(null);e.exports=function(t){for(var e,r,i=0;s[t+(i||\"\")];)++i;return s[t+=i||\"\"]=!0,a(o,e=\"@@\"+t,n.gs(null,(function(t){r||(r=!0,a(this,e,n(t)),r=!1)}))),e}},{d:155}],229:[function(t,e,r){\"use strict\";var n=t(\"d\"),i=t(\"ext/global-this\").Symbol;e.exports=function(t){return Object.defineProperties(t,{hasInstance:n(\"\",i&&i.hasInstance||t(\"hasInstance\")),isConcatSpreadable:n(\"\",i&&i.isConcatSpreadable||t(\"isConcatSpreadable\")),iterator:n(\"\",i&&i.iterator||t(\"iterator\")),match:n(\"\",i&&i.match||t(\"match\")),replace:n(\"\",i&&i.replace||t(\"replace\")),search:n(\"\",i&&i.search||t(\"search\")),species:n(\"\",i&&i.species||t(\"species\")),split:n(\"\",i&&i.split||t(\"split\")),toPrimitive:n(\"\",i&&i.toPrimitive||t(\"toPrimitive\")),toStringTag:n(\"\",i&&i.toStringTag||t(\"toStringTag\")),unscopables:n(\"\",i&&i.unscopables||t(\"unscopables\"))})}},{d:155,\"ext/global-this\":238}],230:[function(t,e,r){\"use strict\";var n=t(\"d\"),i=t(\"../../../validate-symbol\"),a=Object.create(null);e.exports=function(t){return Object.defineProperties(t,{for:n((function(e){return a[e]?a[e]:a[e]=t(String(e))})),keyFor:n((function(t){var e;for(e in i(t),a)if(a[e]===t)return e}))})}},{\"../../../validate-symbol\":232,d:155}],231:[function(t,e,r){\"use strict\";var n,i,a,o=t(\"d\"),s=t(\"./validate-symbol\"),l=t(\"ext/global-this\").Symbol,c=t(\"./lib/private/generate-name\"),u=t(\"./lib/private/setup/standard-symbols\"),f=t(\"./lib/private/setup/symbol-registry\"),h=Object.create,p=Object.defineProperties,d=Object.defineProperty;if(\"function\"==typeof l)try{String(l()),a=!0}catch(t){}else l=null;i=function(t){if(this instanceof i)throw new TypeError(\"Symbol is not a constructor\");return n(t)},e.exports=n=function t(e){var r;if(this instanceof t)throw new TypeError(\"Symbol is not a constructor\");return a?l(e):(r=h(i.prototype),e=void 0===e?\"\":String(e),p(r,{__description__:o(\"\",e),__name__:o(\"\",c(e))}))},u(n),f(n),p(i.prototype,{constructor:o(n),toString:o(\"\",(function(){return this.__name__}))}),p(n.prototype,{toString:o((function(){return\"Symbol (\"+s(this).__description__+\")\"})),valueOf:o((function(){return s(this)}))}),d(n.prototype,n.toPrimitive,o(\"\",(function(){var t=s(this);return\"symbol\"==typeof t?t:t.toString()}))),d(n.prototype,n.toStringTag,o(\"c\",\"Symbol\")),d(i.prototype,n.toStringTag,o(\"c\",n.prototype[n.toStringTag])),d(i.prototype,n.toPrimitive,o(\"c\",n.prototype[n.toPrimitive]))},{\"./lib/private/generate-name\":228,\"./lib/private/setup/standard-symbols\":229,\"./lib/private/setup/symbol-registry\":230,\"./validate-symbol\":232,d:155,\"ext/global-this\":238}],232:[function(t,e,r){\"use strict\";var n=t(\"./is-symbol\");e.exports=function(t){if(!n(t))throw new TypeError(t+\" is not a symbol\");return t}},{\"./is-symbol\":227}],233:[function(t,e,r){\"use strict\";e.exports=t(\"./is-implemented\")()?WeakMap:t(\"./polyfill\")},{\"./is-implemented\":234,\"./polyfill\":236}],234:[function(t,e,r){\"use strict\";e.exports=function(){var t,e;if(\"function\"!=typeof WeakMap)return!1;try{t=new WeakMap([[e={},\"one\"],[{},\"two\"],[{},\"three\"]])}catch(t){return!1}return\"[object WeakMap]\"===String(t)&&(\"function\"==typeof t.set&&(t.set({},1)===t&&(\"function\"==typeof t.delete&&(\"function\"==typeof t.has&&\"one\"===t.get(e)))))}},{}],235:[function(t,e,r){\"use strict\";e.exports=\"function\"==typeof WeakMap&&\"[object WeakMap]\"===Object.prototype.toString.call(new WeakMap)},{}],236:[function(t,e,r){\"use strict\";var n,i=t(\"es5-ext/object/is-value\"),a=t(\"es5-ext/object/set-prototype-of\"),o=t(\"es5-ext/object/valid-object\"),s=t(\"es5-ext/object/valid-value\"),l=t(\"es5-ext/string/random-uniq\"),c=t(\"d\"),u=t(\"es6-iterator/get\"),f=t(\"es6-iterator/for-of\"),h=t(\"es6-symbol\").toStringTag,p=t(\"./is-native-implemented\"),d=Array.isArray,g=Object.defineProperty,m=Object.prototype.hasOwnProperty,v=Object.getPrototypeOf;e.exports=n=function(){var t,e=arguments[0];if(!(this instanceof n))throw new TypeError(\"Constructor requires 'new'\");return t=p&&a&&WeakMap!==n?a(new WeakMap,v(this)):this,i(e)&&(d(e)||(e=u(e))),g(t,\"__weakMapData__\",c(\"c\",\"$weakMap$\"+l())),e?(f(e,(function(e){s(e),t.set(e[0],e[1])})),t):t},p&&(a&&a(n,WeakMap),n.prototype=Object.create(WeakMap.prototype,{constructor:c(n)})),Object.defineProperties(n.prototype,{delete:c((function(t){return!!m.call(o(t),this.__weakMapData__)&&(delete t[this.__weakMapData__],!0)})),get:c((function(t){if(m.call(o(t),this.__weakMapData__))return t[this.__weakMapData__]})),has:c((function(t){return m.call(o(t),this.__weakMapData__)})),set:c((function(t,e){return g(o(t),this.__weakMapData__,c(\"c\",e)),this})),toString:c((function(){return\"[object WeakMap]\"}))}),g(n.prototype,h,c(\"c\",\"WeakMap\"))},{\"./is-native-implemented\":235,d:155,\"es5-ext/object/is-value\":200,\"es5-ext/object/set-prototype-of\":206,\"es5-ext/object/valid-object\":210,\"es5-ext/object/valid-value\":211,\"es5-ext/string/random-uniq\":216,\"es6-iterator/for-of\":218,\"es6-iterator/get\":219,\"es6-symbol\":225}],237:[function(t,e,r){var n=function(){if(\"object\"==typeof self&&self)return self;if(\"object\"==typeof window&&window)return window;throw new Error(\"Unable to resolve global `this`\")};e.exports=function(){if(this)return this;try{Object.defineProperty(Object.prototype,\"__global__\",{get:function(){return this},configurable:!0})}catch(t){return n()}try{return __global__||n()}finally{delete Object.prototype.__global__}}()},{}],238:[function(t,e,r){\"use strict\";e.exports=t(\"./is-implemented\")()?globalThis:t(\"./implementation\")},{\"./implementation\":237,\"./is-implemented\":239}],239:[function(t,e,r){\"use strict\";e.exports=function(){return\"object\"==typeof globalThis&&(!!globalThis&&globalThis.Array===Array)}},{}],240:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var n=e||0,i=r||1;return[[t[12]+t[0],t[13]+t[1],t[14]+t[2],t[15]+t[3]],[t[12]-t[0],t[13]-t[1],t[14]-t[2],t[15]-t[3]],[t[12]+t[4],t[13]+t[5],t[14]+t[6],t[15]+t[7]],[t[12]-t[4],t[13]-t[5],t[14]-t[6],t[15]-t[7]],[n*t[12]+t[8],n*t[13]+t[9],n*t[14]+t[10],n*t[15]+t[11]],[i*t[12]-t[8],i*t[13]-t[9],i*t[14]-t[10],i*t[15]-t[11]]]}},{}],241:[function(t,e,r){\"use strict\";var n=t(\"is-string-blank\");e.exports=function(t){var e=typeof t;if(\"string\"===e){var r=t;if(0===(t=+t)&&n(r))return!1}else if(\"number\"!==e)return!1;return t-t<1}},{\"is-string-blank\":470}],242:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){switch(arguments.length){case 0:return new o([0],[0],0);case 1:return\"number\"==typeof t?new o(n=l(t),n,0):new o(t,l(t.length),0);case 2:if(\"number\"==typeof e){var n=l(t.length);return new o(t,n,+e)}r=0;case 3:if(t.length!==e.length)throw new Error(\"state and velocity lengths must match\");return new o(t,e,r)}};var n=t(\"cubic-hermite\"),i=t(\"binary-search-bounds\");function a(t,e,r){return Math.min(e,Math.max(t,r))}function o(t,e,r){this.dimension=t.length,this.bounds=[new Array(this.dimension),new Array(this.dimension)];for(var n=0;n<this.dimension;++n)this.bounds[0][n]=-1/0,this.bounds[1][n]=1/0;this._state=t.slice().reverse(),this._velocity=e.slice().reverse(),this._time=[r],this._scratch=[t.slice(),t.slice(),t.slice(),t.slice(),t.slice()]}var s=o.prototype;function l(t){for(var e=new Array(t),r=0;r<t;++r)e[r]=0;return e}s.flush=function(t){var e=i.gt(this._time,t)-1;e<=0||(this._time.splice(0,e),this._state.splice(0,e*this.dimension),this._velocity.splice(0,e*this.dimension))},s.curve=function(t){var e=this._time,r=e.length,o=i.le(e,t),s=this._scratch[0],l=this._state,c=this._velocity,u=this.dimension,f=this.bounds;if(o<0)for(var h=u-1,p=0;p<u;++p,--h)s[p]=l[h];else if(o>=r-1){h=l.length-1;var d=t-e[r-1];for(p=0;p<u;++p,--h)s[p]=l[h]+d*c[h]}else{h=u*(o+1)-1;var g=e[o],m=e[o+1]-g||1,v=this._scratch[1],y=this._scratch[2],x=this._scratch[3],b=this._scratch[4],_=!0;for(p=0;p<u;++p,--h)v[p]=l[h],x[p]=c[h]*m,y[p]=l[h+u],b[p]=c[h+u]*m,_=_&&v[p]===y[p]&&x[p]===b[p]&&0===x[p];if(_)for(p=0;p<u;++p)s[p]=v[p];else n(v,x,y,b,(t-g)/m,s)}var w=f[0],T=f[1];for(p=0;p<u;++p)s[p]=a(w[p],T[p],s[p]);return s},s.dcurve=function(t){var e=this._time,r=e.length,a=i.le(e,t),o=this._scratch[0],s=this._state,l=this._velocity,c=this.dimension;if(a>=r-1)for(var u=s.length-1,f=(e[r-1],0);f<c;++f,--u)o[f]=l[u];else{u=c*(a+1)-1;var h=e[a],p=e[a+1]-h||1,d=this._scratch[1],g=this._scratch[2],m=this._scratch[3],v=this._scratch[4],y=!0;for(f=0;f<c;++f,--u)d[f]=s[u],m[f]=l[u]*p,g[f]=s[u+c],v[f]=l[u+c]*p,y=y&&d[f]===g[f]&&m[f]===v[f]&&0===m[f];if(y)for(f=0;f<c;++f)o[f]=0;else{n.derivative(d,m,g,v,(t-h)/p,o);for(f=0;f<c;++f)o[f]/=p}}return o},s.lastT=function(){var t=this._time;return t[t.length-1]},s.stable=function(){for(var t=this._velocity,e=t.length,r=this.dimension-1;r>=0;--r)if(t[--e])return!1;return!0},s.jump=function(t){var e=this.lastT(),r=this.dimension;if(!(t<e||arguments.length!==r+1)){var n=this._state,i=this._velocity,o=n.length-this.dimension,s=this.bounds,l=s[0],c=s[1];this._time.push(e,t);for(var u=0;u<2;++u)for(var f=0;f<r;++f)n.push(n[o++]),i.push(0);this._time.push(t);for(f=r;f>0;--f)n.push(a(l[f-1],c[f-1],arguments[f])),i.push(0)}},s.push=function(t){var e=this.lastT(),r=this.dimension;if(!(t<e||arguments.length!==r+1)){var n=this._state,i=this._velocity,o=n.length-this.dimension,s=t-e,l=this.bounds,c=l[0],u=l[1],f=s>1e-6?1/s:0;this._time.push(t);for(var h=r;h>0;--h){var p=a(c[h-1],u[h-1],arguments[h]);n.push(p),i.push((p-n[o++])*f)}}},s.set=function(t){var e=this.dimension;if(!(t<this.lastT()||arguments.length!==e+1)){var r=this._state,n=this._velocity,i=this.bounds,o=i[0],s=i[1];this._time.push(t);for(var l=e;l>0;--l)r.push(a(o[l-1],s[l-1],arguments[l])),n.push(0)}},s.move=function(t){var e=this.lastT(),r=this.dimension;if(!(t<=e||arguments.length!==r+1)){var n=this._state,i=this._velocity,o=n.length-this.dimension,s=this.bounds,l=s[0],c=s[1],u=t-e,f=u>1e-6?1/u:0;this._time.push(t);for(var h=r;h>0;--h){var p=arguments[h];n.push(a(l[h-1],c[h-1],n[o++]+p)),i.push(p*f)}}},s.idle=function(t){var e=this.lastT();if(!(t<e)){var r=this.dimension,n=this._state,i=this._velocity,o=n.length-r,s=this.bounds,l=s[0],c=s[1],u=t-e;this._time.push(t);for(var f=r-1;f>=0;--f)n.push(a(l[f],c[f],n[o]+u*i[o])),i.push(0),o+=1}}},{\"binary-search-bounds\":243,\"cubic-hermite\":150}],243:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,a){var o=[\"function \",t,\"(a,l,h,\",n.join(\",\"),\"){\",a?\"\":\"var i=\",r?\"l-1\":\"h+1\",\";while(l<=h){var m=(l+h)>>>1,x=a\",i?\".get(m)\":\"[m]\"];return a?e.indexOf(\"c\")<0?o.push(\";if(x===y){return m}else if(x<=y){\"):o.push(\";var p=c(x,y);if(p===0){return m}else if(p<=0){\"):o.push(\";if(\",e,\"){i=m;\"),r?o.push(\"l=m+1}else{h=m-1}\"):o.push(\"h=m-1}else{l=m+1}\"),o.push(\"}\"),a?o.push(\"return -1};\"):o.push(\"return i};\"),o.join(\"\")}function i(t,e,r,i){return new Function([n(\"A\",\"x\"+t+\"y\",e,[\"y\"],!1,i),n(\"B\",\"x\"+t+\"y\",e,[\"y\"],!0,i),n(\"P\",\"c(x,y)\"+t+\"0\",e,[\"y\",\"c\"],!1,i),n(\"Q\",\"c(x,y)\"+t+\"0\",e,[\"y\",\"c\"],!0,i),\"function dispatchBsearch\",r,\"(a,y,c,l,h){if(a.shape){if(typeof(c)==='function'){return Q(a,(l===undefined)?0:l|0,(h===undefined)?a.shape[0]-1:h|0,y,c)}else{return B(a,(c===undefined)?0:c|0,(l===undefined)?a.shape[0]-1:l|0,y)}}else{if(typeof(c)==='function'){return P(a,(l===undefined)?0:l|0,(h===undefined)?a.length-1:h|0,y,c)}else{return A(a,(c===undefined)?0:c|0,(l===undefined)?a.length-1:l|0,y)}}}return dispatchBsearch\",r].join(\"\"))()}e.exports={ge:i(\">=\",!1,\"GE\"),gt:i(\">\",!1,\"GT\"),lt:i(\"<\",!0,\"LT\"),le:i(\"<=\",!0,\"LE\"),eq:i(\"-\",!0,\"EQ\",!0)}},{}],244:[function(t,e,r){var n=t(\"dtype\");e.exports=function(t,e,r){if(!t)throw new TypeError(\"must specify data as first parameter\");if(r=0|+(r||0),Array.isArray(t)&&t[0]&&\"number\"==typeof t[0][0]){var i,a,o,s,l=t[0].length,c=t.length*l;e&&\"string\"!=typeof e||(e=new(n(e||\"float32\"))(c+r));var u=e.length-r;if(c!==u)throw new Error(\"source length \"+c+\" (\"+l+\"x\"+t.length+\") does not match destination length \"+u);for(i=0,o=r;i<t.length;i++)for(a=0;a<l;a++)e[o++]=null===t[i][a]?NaN:t[i][a]}else if(e&&\"string\"!=typeof e)e.set(t,r);else{var f=n(e||\"float32\");if(Array.isArray(t)||\"array\"===e)for(e=new f(t.length+r),i=0,o=r,s=e.length;o<s;o++,i++)e[o]=null===t[i]?NaN:t[i];else 0===r?e=new f(t):(e=new f(t.length+r)).set(t,r)}return e}},{dtype:175}],245:[function(t,e,r){\"use strict\";var n=t(\"css-font/stringify\"),i=[32,126];e.exports=function(t){var e=(t=t||{}).shape?t.shape:t.canvas?[t.canvas.width,t.canvas.height]:[512,512],r=t.canvas||document.createElement(\"canvas\"),a=t.font,o=\"number\"==typeof t.step?[t.step,t.step]:t.step||[32,32],s=t.chars||i;a&&\"string\"!=typeof a&&(a=n(a));if(Array.isArray(s)){if(2===s.length&&\"number\"==typeof s[0]&&\"number\"==typeof s[1]){for(var l=[],c=s[0],u=0;c<=s[1];c++)l[u++]=String.fromCharCode(c);s=l}}else s=String(s).split(\"\");e=e.slice(),r.width=e[0],r.height=e[1];var f=r.getContext(\"2d\");f.fillStyle=\"#000\",f.fillRect(0,0,r.width,r.height),f.font=a,f.textAlign=\"center\",f.textBaseline=\"middle\",f.fillStyle=\"#fff\";var h=o[0]/2,p=o[1]/2;for(c=0;c<s.length;c++)f.fillText(s[c],h,p),(h+=o[0])>e[0]-o[0]/2&&(h=o[0]/2,p+=o[1]);return r}},{\"css-font/stringify\":147}],246:[function(t,e,r){\"use strict\";function n(t,e){e||(e={}),(\"string\"==typeof t||Array.isArray(t))&&(e.family=t);var r=Array.isArray(e.family)?e.family.join(\", \"):e.family;if(!r)throw Error(\"`family` must be defined\");var s=e.size||e.fontSize||e.em||48,l=e.weight||e.fontWeight||\"\",c=(t=[e.style||e.fontStyle||\"\",l,s].join(\" \")+\"px \"+r,e.origin||\"top\");if(n.cache[r]&&s<=n.cache[r].em)return i(n.cache[r],c);var u=e.canvas||n.canvas,f=u.getContext(\"2d\"),h={upper:void 0!==e.upper?e.upper:\"H\",lower:void 0!==e.lower?e.lower:\"x\",descent:void 0!==e.descent?e.descent:\"p\",ascent:void 0!==e.ascent?e.ascent:\"h\",tittle:void 0!==e.tittle?e.tittle:\"i\",overshoot:void 0!==e.overshoot?e.overshoot:\"O\"},p=Math.ceil(1.5*s);u.height=p,u.width=.5*p,f.font=t;var d={top:0};f.clearRect(0,0,p,p),f.textBaseline=\"top\",f.fillStyle=\"black\",f.fillText(\"H\",0,0);var g=a(f.getImageData(0,0,p,p));f.clearRect(0,0,p,p),f.textBaseline=\"bottom\",f.fillText(\"H\",0,p);var m=a(f.getImageData(0,0,p,p));d.lineHeight=d.bottom=p-m+g,f.clearRect(0,0,p,p),f.textBaseline=\"alphabetic\",f.fillText(\"H\",0,p);var v=p-a(f.getImageData(0,0,p,p))-1+g;d.baseline=d.alphabetic=v,f.clearRect(0,0,p,p),f.textBaseline=\"middle\",f.fillText(\"H\",0,.5*p);var y=a(f.getImageData(0,0,p,p));d.median=d.middle=p-y-1+g-.5*p,f.clearRect(0,0,p,p),f.textBaseline=\"hanging\",f.fillText(\"H\",0,.5*p);var x=a(f.getImageData(0,0,p,p));d.hanging=p-x-1+g-.5*p,f.clearRect(0,0,p,p),f.textBaseline=\"ideographic\",f.fillText(\"H\",0,p);var b=a(f.getImageData(0,0,p,p));if(d.ideographic=p-b-1+g,h.upper&&(f.clearRect(0,0,p,p),f.textBaseline=\"top\",f.fillText(h.upper,0,0),d.upper=a(f.getImageData(0,0,p,p)),d.capHeight=d.baseline-d.upper),h.lower&&(f.clearRect(0,0,p,p),f.textBaseline=\"top\",f.fillText(h.lower,0,0),d.lower=a(f.getImageData(0,0,p,p)),d.xHeight=d.baseline-d.lower),h.tittle&&(f.clearRect(0,0,p,p),f.textBaseline=\"top\",f.fillText(h.tittle,0,0),d.tittle=a(f.getImageData(0,0,p,p))),h.ascent&&(f.clearRect(0,0,p,p),f.textBaseline=\"top\",f.fillText(h.ascent,0,0),d.ascent=a(f.getImageData(0,0,p,p))),h.descent&&(f.clearRect(0,0,p,p),f.textBaseline=\"top\",f.fillText(h.descent,0,0),d.descent=o(f.getImageData(0,0,p,p))),h.overshoot){f.clearRect(0,0,p,p),f.textBaseline=\"top\",f.fillText(h.overshoot,0,0);var _=o(f.getImageData(0,0,p,p));d.overshoot=_-v}for(var w in d)d[w]/=s;return d.em=s,n.cache[r]=d,i(d,c)}function i(t,e){var r={};for(var n in\"string\"==typeof e&&(e=t[e]),t)\"em\"!==n&&(r[n]=t[n]-e);return r}function a(t){for(var e=t.height,r=t.data,n=3;n<r.length;n+=4)if(0!==r[n])return Math.floor(.25*(n-3)/e)}function o(t){for(var e=t.height,r=t.data,n=r.length-1;n>0;n-=4)if(0!==r[n])return Math.floor(.25*(n-3)/e)}e.exports=n,n.canvas=document.createElement(\"canvas\"),n.cache={}},{}],247:[function(t,e,r){\"use strict\";e.exports=function(t){return new s(t||g,null)};function n(t,e,r,n,i,a){this._color=t,this.key=e,this.value=r,this.left=n,this.right=i,this._count=a}function i(t){return new n(t._color,t.key,t.value,t.left,t.right,t._count)}function a(t,e){return new n(t,e.key,e.value,e.left,e.right,e._count)}function o(t){t._count=1+(t.left?t.left._count:0)+(t.right?t.right._count:0)}function s(t,e){this._compare=t,this.root=e}var l=s.prototype;function c(t,e){var r;if(e.left&&(r=c(t,e.left)))return r;return(r=t(e.key,e.value))||(e.right?c(t,e.right):void 0)}function u(t,e,r,n){if(e(t,n.key)<=0){var i;if(n.left)if(i=u(t,e,r,n.left))return i;if(i=r(n.key,n.value))return i}if(n.right)return u(t,e,r,n.right)}function f(t,e,r,n,i){var a,o=r(t,i.key),s=r(e,i.key);if(o<=0){if(i.left&&(a=f(t,e,r,n,i.left)))return a;if(s>0&&(a=n(i.key,i.value)))return a}if(s>0&&i.right)return f(t,e,r,n,i.right)}function h(t,e){this.tree=t,this._stack=e}Object.defineProperty(l,\"keys\",{get:function(){var t=[];return this.forEach((function(e,r){t.push(e)})),t}}),Object.defineProperty(l,\"values\",{get:function(){var t=[];return this.forEach((function(e,r){t.push(r)})),t}}),Object.defineProperty(l,\"length\",{get:function(){return this.root?this.root._count:0}}),l.insert=function(t,e){for(var r=this._compare,i=this.root,l=[],c=[];i;){var u=r(t,i.key);l.push(i),c.push(u),i=u<=0?i.left:i.right}l.push(new n(0,t,e,null,null,1));for(var f=l.length-2;f>=0;--f){i=l[f];c[f]<=0?l[f]=new n(i._color,i.key,i.value,l[f+1],i.right,i._count+1):l[f]=new n(i._color,i.key,i.value,i.left,l[f+1],i._count+1)}for(f=l.length-1;f>1;--f){var h=l[f-1];i=l[f];if(1===h._color||1===i._color)break;var p=l[f-2];if(p.left===h)if(h.left===i){if(!(d=p.right)||0!==d._color){if(p._color=0,p.left=h.right,h._color=1,h.right=p,l[f-2]=h,l[f-1]=i,o(p),o(h),f>=3)(g=l[f-3]).left===p?g.left=h:g.right=h;break}h._color=1,p.right=a(1,d),p._color=0,f-=1}else{if(!(d=p.right)||0!==d._color){if(h.right=i.left,p._color=0,p.left=i.right,i._color=1,i.left=h,i.right=p,l[f-2]=i,l[f-1]=h,o(p),o(h),o(i),f>=3)(g=l[f-3]).left===p?g.left=i:g.right=i;break}h._color=1,p.right=a(1,d),p._color=0,f-=1}else if(h.right===i){if(!(d=p.left)||0!==d._color){if(p._color=0,p.right=h.left,h._color=1,h.left=p,l[f-2]=h,l[f-1]=i,o(p),o(h),f>=3)(g=l[f-3]).right===p?g.right=h:g.left=h;break}h._color=1,p.left=a(1,d),p._color=0,f-=1}else{var d;if(!(d=p.left)||0!==d._color){var g;if(h.left=i.right,p._color=0,p.right=i.left,i._color=1,i.right=h,i.left=p,l[f-2]=i,l[f-1]=h,o(p),o(h),o(i),f>=3)(g=l[f-3]).right===p?g.right=i:g.left=i;break}h._color=1,p.left=a(1,d),p._color=0,f-=1}}return l[0]._color=1,new s(r,l[0])},l.forEach=function(t,e,r){if(this.root)switch(arguments.length){case 1:return c(t,this.root);case 2:return u(e,this._compare,t,this.root);case 3:if(this._compare(e,r)>=0)return;return f(e,r,this._compare,t,this.root)}},Object.defineProperty(l,\"begin\",{get:function(){for(var t=[],e=this.root;e;)t.push(e),e=e.left;return new h(this,t)}}),Object.defineProperty(l,\"end\",{get:function(){for(var t=[],e=this.root;e;)t.push(e),e=e.right;return new h(this,t)}}),l.at=function(t){if(t<0)return new h(this,[]);for(var e=this.root,r=[];;){if(r.push(e),e.left){if(t<e.left._count){e=e.left;continue}t-=e.left._count}if(!t)return new h(this,r);if(t-=1,!e.right)break;if(t>=e.right._count)break;e=e.right}return new h(this,[])},l.ge=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a<=0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new h(this,n)},l.gt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a<0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new h(this,n)},l.lt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new h(this,n)},l.le=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>=0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new h(this,n)},l.find=function(t){for(var e=this._compare,r=this.root,n=[];r;){var i=e(t,r.key);if(n.push(r),0===i)return new h(this,n);r=i<=0?r.left:r.right}return new h(this,[])},l.remove=function(t){var e=this.find(t);return e?e.remove():this},l.get=function(t){for(var e=this._compare,r=this.root;r;){var n=e(t,r.key);if(0===n)return r.value;r=n<=0?r.left:r.right}};var p=h.prototype;function d(t,e){t.key=e.key,t.value=e.value,t.left=e.left,t.right=e.right,t._color=e._color,t._count=e._count}function g(t,e){return t<e?-1:t>e?1:0}Object.defineProperty(p,\"valid\",{get:function(){return this._stack.length>0}}),Object.defineProperty(p,\"node\",{get:function(){return this._stack.length>0?this._stack[this._stack.length-1]:null},enumerable:!0}),p.clone=function(){return new h(this.tree,this._stack.slice())},p.remove=function(){var t=this._stack;if(0===t.length)return this.tree;var e=new Array(t.length),r=t[t.length-1];e[e.length-1]=new n(r._color,r.key,r.value,r.left,r.right,r._count);for(var l=t.length-2;l>=0;--l){(r=t[l]).left===t[l+1]?e[l]=new n(r._color,r.key,r.value,e[l+1],r.right,r._count):e[l]=new n(r._color,r.key,r.value,r.left,e[l+1],r._count)}if((r=e[e.length-1]).left&&r.right){var c=e.length;for(r=r.left;r.right;)e.push(r),r=r.right;var u=e[c-1];e.push(new n(r._color,u.key,u.value,r.left,r.right,r._count)),e[c-1].key=r.key,e[c-1].value=r.value;for(l=e.length-2;l>=c;--l)r=e[l],e[l]=new n(r._color,r.key,r.value,r.left,e[l+1],r._count);e[c-1].left=e[c]}if(0===(r=e[e.length-1])._color){var f=e[e.length-2];f.left===r?f.left=null:f.right===r&&(f.right=null),e.pop();for(l=0;l<e.length;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(r.left||r.right){r.left?d(r,r.left):r.right&&d(r,r.right),r._color=1;for(l=0;l<e.length-1;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(1===e.length)return new s(this.tree._compare,null);for(l=0;l<e.length;++l)e[l]._count--;var h=e[e.length-2];return function(t){for(var e,r,n,s,l=t.length-1;l>=0;--l){if(e=t[l],0===l)return void(e._color=1);if((r=t[l-1]).left===e){if((n=r.right).right&&0===n.right._color){if(s=(n=r.right=i(n)).right=i(n.right),r.right=n.left,n.left=r,n.right=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).left===r?c.left=n:c.right=n;return void(t[l-1]=n)}if(n.left&&0===n.left._color){if(s=(n=r.right=i(n)).left=i(n.left),r.right=s.left,n.left=s.right,s.left=r,s.right=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).left===r?c.left=s:c.right=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.right=a(0,n));r.right=a(0,n);continue}n=i(n),r.right=n.left,n.left=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).left===r?c.left=n:c.right=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}else{if((n=r.left).left&&0===n.left._color){if(s=(n=r.left=i(n)).left=i(n.left),r.left=n.right,n.right=r,n.left=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).right===r?c.right=n:c.left=n;return void(t[l-1]=n)}if(n.right&&0===n.right._color){if(s=(n=r.left=i(n)).right=i(n.right),r.left=s.right,n.right=s.left,s.right=r,s.left=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).right===r?c.right=s:c.left=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.left=a(0,n));r.left=a(0,n);continue}var c;n=i(n),r.left=n.right,n.right=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).right===r?c.right=n:c.left=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}}}(e),h.left===r?h.left=null:h.right=null,new s(this.tree._compare,e[0])},Object.defineProperty(p,\"key\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(p,\"value\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(p,\"index\",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),p.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,\"hasNext\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),p.update=function(t){var e=this._stack;if(0===e.length)throw new Error(\"Can't update empty node!\");var r=new Array(e.length),i=e[e.length-1];r[r.length-1]=new n(i._color,i.key,t,i.left,i.right,i._count);for(var a=e.length-2;a>=0;--a)(i=e[a]).left===e[a+1]?r[a]=new n(i._color,i.key,i.value,r[a+1],i.right,i._count):r[a]=new n(i._color,i.key,i.value,i.left,r[a+1],i._count);return new s(this.tree._compare,r[0])},p.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,\"hasPrev\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},{}],248:[function(t,e,r){var n=[.9999999999998099,676.5203681218851,-1259.1392167224028,771.3234287776531,-176.6150291621406,12.507343278686905,-.13857109526572012,9984369578019572e-21,1.5056327351493116e-7],i=[.9999999999999971,57.15623566586292,-59.59796035547549,14.136097974741746,-.4919138160976202,3399464998481189e-20,4652362892704858e-20,-9837447530487956e-20,.0001580887032249125,-.00021026444172410488,.00021743961811521265,-.0001643181065367639,8441822398385275e-20,-26190838401581408e-21,36899182659531625e-22];function a(t){if(t<0)return Number(\"0/0\");for(var e=i[0],r=i.length-1;r>0;--r)e+=i[r]/(t+r);var n=t+607/128+.5;return.5*Math.log(2*Math.PI)+(t+.5)*Math.log(n)-n+Math.log(e)-Math.log(t)}e.exports=function t(e){if(e<.5)return Math.PI/(Math.sin(Math.PI*e)*t(1-e));if(e>100)return Math.exp(a(e));e-=1;for(var r=n[0],i=1;i<9;i++)r+=n[i]/(e+i);var o=e+7+.5;return Math.sqrt(2*Math.PI)*Math.pow(o,e+.5)*Math.exp(-o)*r},e.exports.log=a},{}],249:[function(t,e,r){e.exports=function(t,e){if(\"string\"!=typeof t)throw new TypeError(\"must specify type string\");if(e=e||{},\"undefined\"==typeof document&&!e.canvas)return null;var r=e.canvas||document.createElement(\"canvas\");\"number\"==typeof e.width&&(r.width=e.width);\"number\"==typeof e.height&&(r.height=e.height);var n,i=e;try{var a=[t];0===t.indexOf(\"webgl\")&&a.push(\"experimental-\"+t);for(var o=0;o<a.length;o++)if(n=r.getContext(a[o],i))return n}catch(t){n=null}return n||null}},{}],250:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=new u(t);return r.update(e),r};var n=t(\"./lib/text.js\"),i=t(\"./lib/lines.js\"),a=t(\"./lib/background.js\"),o=t(\"./lib/cube.js\"),s=t(\"./lib/ticks.js\"),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function c(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function u(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var f=u.prototype;function h(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}f.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?Array.isArray(a)&&Array.isArray(a[0]):Array.isArray(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),u=!1,f=!1;if(\"bounds\"in t)for(var h=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)h[p][d]!==this.bounds[p][d]&&(f=!0),this.bounds[p][d]=h[p][d];if(\"ticks\"in t){r=t.ticks,u=!0,this.autoTicks=!1;for(p=0;p<3;++p)this.tickSpacing[p]=0}else a(\"tickSpacing\")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),f=!0,u=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?u=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(u=!0),a(\"tickSize\"),a(\"tickAngle\"),a(\"tickPad\"),c(\"tickColor\");var g=l(\"labels\");l(\"labelFont\")&&(g=!0),o(\"labelEnable\"),a(\"labelSize\"),a(\"labelPad\"),c(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),a(\"lineWidth\"),c(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),a(\"lineTickLength\"),a(\"lineTickWidth\"),c(\"lineTickColor\"),o(\"gridEnable\"),a(\"gridWidth\"),c(\"gridColor\"),o(\"zeroEnable\"),c(\"zeroLineColor\"),a(\"zeroLineWidth\"),o(\"backgroundEnable\"),c(\"backgroundColor\"),this._text?this._text&&(g||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var p=[new h,new h,new h];function d(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var f=a,h=s,p=o,d=l;c&1<<u&&(f=s,h=a,p=l,d=o),f[u]=r[0][u],h[u]=r[1][u],i[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var g=[0,0,0],m={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var v=[0,0,0],y=[0,0,0],x=[0,0,0];f.draw=function(t){t=t||m;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,u=o(r,n,i,a,s),f=u.cubeEdges,h=u.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*b+i[7]*_+i[11]*w+i[15]*T)/e.drawingBufferHeight,M=0;M<3;++M)this.lastCubeProps.cubeEdges[M]=f[M],this.lastCubeProps.axis[M]=h[M];var A=p;for(M=0;M<3;++M)d(p[M],M,this.bounds,f,h);e=this.gl;var S,E=g;for(M=0;M<3;++M)this.backgroundEnable[M]?E[M]=h[M]:E[M]=0;this._background.draw(r,n,i,a,E,this.backgroundColor),this._lines.bind(r,n,i,this);for(M=0;M<3;++M){var C=[0,0,0];h[M]>0?C[M]=a[1][M]:C[M]=a[0][M];for(var L=0;L<2;++L){var I=(M+1+L)%3,P=(M+1+(1^L))%3;this.gridEnable[I]&&this._lines.drawGrid(I,P,this.bounds,C,this.gridColor[I],this.gridWidth[I]*this.pixelRatio)}for(L=0;L<2;++L){I=(M+1+L)%3,P=(M+1+(1^L))%3;this.zeroEnable[P]&&Math.min(a[0][P],a[1][P])<=0&&Math.max(a[0][P],a[1][P])>=0&&this._lines.drawZero(I,P,this.bounds,C,this.zeroLineColor[P],this.zeroLineWidth[P]*this.pixelRatio)}}for(M=0;M<3;++M){this.lineEnable[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].primalOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio),this.lineMirror[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].mirrorOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio);var z=c(v,A[M].primalMinor),O=c(y,A[M].mirrorMinor),D=this.lineTickLength;for(L=0;L<3;++L){var R=k/r[5*L];z[L]*=D[L]*R,O[L]*=D[L]*R}this.lineTickEnable[M]&&this._lines.drawAxisTicks(M,A[M].primalOffset,z,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio),this.lineTickMirror[M]&&this._lines.drawAxisTicks(M,A[M].mirrorOffset,O,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(M=0;M<3;++M){var U=A[M].primalMinor,V=A[M].mirrorMinor,q=c(x,A[M].primalOffset);for(L=0;L<3;++L)this.lineTickEnable[M]&&(q[L]+=k*U[L]*Math.max(this.lineTickLength[L],0)/r[5*L]);var H=[0,0,0];if(H[M]=1,this.tickEnable[M]){-3600===this.tickAngle[M]?(this.tickAngle[M]=0,this.tickAlign[M]=\"auto\"):this.tickAlign[M]=-1,F=1,\"auto\"===(S=[this.tickAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),B=[0,0,0],j(M,U,V);for(L=0;L<3;++L)q[L]+=k*U[L]*this.tickPad[L]/r[5*L];this._text.drawTicks(M,this.tickSize[M],this.tickAngle[M],q,this.tickColor[M],H,B,S)}if(this.labelEnable[M]){F=0,B=[0,0,0],this.labels[M].length>4&&(N(M),F=1),\"auto\"===(S=[this.labelAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]);for(L=0;L<3;++L)q[L]+=k*U[L]*this.labelPad[L]/r[5*L];q[M]+=.5*(a[0][M]+a[1][M]),this._text.drawLabel(M,this.labelSize[M],this.labelAngle[M],q,this.labelColor[M],[0,0,0],B,S)}}this._text.unbind()},f.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{\"./lib/background.js\":251,\"./lib/cube.js\":252,\"./lib/lines.js\":253,\"./lib/text.js\":255,\"./lib/ticks.js\":256}],251:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,f=[0,0,0],h=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=p,h[l]=p;for(var d=-1;d<=1;d+=2){f[c]=d;for(var g=-1;g<=1;g+=2)f[u]=g,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var m=c;c=u,u=m}var v=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:v,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:v,type:t.FLOAT,size:3,offset:12,stride:24}],y),b=a(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,v,x,b)};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders\").bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders\":254,\"gl-buffer\":259,\"gl-vao\":358}],252:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=a[x][2];for(var b=0;b<2;++b){u[1]=a[b][1];for(var _=0;_<2;++_)u[0]=a[_][0],h(l[y],u,s),y+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)c[x][k]=l[x][k]/T;p&&(c[x][2]*=-1),T<0&&(w<0||c[x][2]<c[w][2])&&(w=x)}if(w<0){w=0;for(var M=0;M<3;++M){for(var A=(M+2)%3,S=(M+1)%3,E=-1,C=-1,L=0;L<2;++L){var I=(z=L<<M)+(L<<A)+(1-L<<S),P=z+(1-L<<A)+(L<<S);o(c[z],c[I],c[P],f)<0||(L?E=1:C=1)}if(E<0||C<0)C>E&&(w|=1<<M);else{for(L=0;L<2;++L){I=(z=L<<M)+(L<<A)+(1-L<<S),P=z+(1-L<<A)+(L<<S);var z,O=d([l[z],l[I],l[P],l[z+(1<<A)+(1<<S)]]);L?E=O:C=O}C>E&&(w|=1<<M)}}}var D=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==D&&(R<0||c[R][1]>c[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x){if((N=R^1<<x)!==w&&N!==D)F<0&&(F=N),(S=c[N])[0]<c[F][0]&&(F=N)}var B=-1;for(x=0;x<3;++x){var N;if((N=R^1<<x)!==w&&N!==D&&N!==F)B<0&&(B=N),(S=c[N])[0]>c[B][0]&&(B=N)}var j=g;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===D?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=m,q=w;for(M=0;M<3;++M)V[M]=q&1<<M?-1:1;return v};var n=t(\"bit-twiddle\"),i=t(\"gl-mat4/multiply\"),a=t(\"split-polygon\"),o=t(\"robust-orientation\"),s=new Array(16),l=new Array(8),c=new Array(8),u=new Array(3),f=[0,0,0];function h(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var i=0;i<3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],c[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=a.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(c*h-u*f)}return o}var g=[1,1,1],m=[0,0,0],v={cubeEdges:g,axis:m}},{\"bit-twiddle\":97,\"gl-mat4/multiply\":295,\"robust-orientation\":548,\"split-polygon\":566}],253:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var f=0;f<3;++f){for(var h=o.length/3|0,d=0;d<r[f].length;++d){var g=+r[f][d].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var m=o.length/3|0;s[f]=h,l[f]=m-h;h=o.length/3|0;for(var v=0;v<r[f].length;++v){g=+r[f][v].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}m=o.length/3|0;c[f]=h,u[f]=m-h}var y=n(t,new Float32Array(o)),x=i(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),b=a(t);return b.attributes.position.location=0,new p(t,y,x,b,l,s,u,c)};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders\").line,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function f(t){return t[0]=t[1]=t[2]=0,t}function h(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,i,a,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=i,this.tickOffset=a,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,i){var a=f(s);this.shader.uniforms.majorAxis=s,a[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=a;var o,u=h(c,r);u[t]+=e[0][t],this.shader.uniforms.offset=u,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=n,(o=f(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=f(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=f(o);a[t]=1,this.shader.uniforms.majorAxis=a,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=i;var s=f(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var u=f(s);u[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=u;var p=h(c,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=f(o);d[t]=1,this.shader.uniforms.majorAxis=d;var g=f(l);g[t]=1,this.shader.uniforms.screenAxis=g,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,i,a){var o=f(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var u=h(c,n);u[t]+=r[0][t],this.shader.uniforms.offset=u;var p=f(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{\"./shaders\":254,\"gl-buffer\":259,\"gl-vao\":358}],254:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n  vec3 major = position.x * majorAxis;\\n  vec3 minor = position.y * minorAxis;\\n\\n  vec3 vPosition = major + minor + offset;\\n  vec3 pPosition = project(vPosition);\\n  vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.line=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.text=function(t){return i(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);r.bg=function(t){return i(t,c,u,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},{\"gl-shader\":335,glslify:257}],255:[function(t,e,r){(function(r){(function(){\"use strict\";e.exports=function(t,e,r,a,s,l){var u=n(t),f=i(t,[{buffer:u,size:3}]),h=o(t);h.attributes.position.location=0;var p=new c(t,h,u,f);return p.update(e,r,a,s,l),p};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"vectorize-text\"),o=t(\"./shaders\").text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}var u=c.prototype,f=[0,0];u.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var i=this.shader.uniforms;i.model=t,i.view=e,i.projection=r,i.pixelScale=n,f[0]=this.gl.drawingBufferWidth,f[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=f},u.unbind=function(){this.vao.unbind()},u.update=function(t,e,r,n,i){var o=[];function s(t,e,r,n,i,s){var c=l[r];c||(c=l[r]={});var u=c[e];u||(u=c[e]=function(t,e){try{return a(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:i,styletags:s}));for(var f=(n||12)/12,h=u.positions,p=u.cells,d=0,g=p.length;d<g;++d)for(var m=p[d],v=2;v>=0;--v){var y=h[m[v]];o.push(f*y[0],-f*y[1],t)}}for(var c=[0,0,0],u=[0,0,0],f=[0,0,0],h=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){f[d]=o.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),h[d]=(o.length/3|0)-f[d],c[d]=o.length/3|0;for(var g=0;g<n[d].length;++g)n[d][g].text&&s(n[d][g].x,n[d][g].text,n[d][g].font||i,n[d][g].fontSize||12,1.25,p);u[d]=(o.length/3|0)-c[d]}this.buffer.update(o),this.tickOffset=c,this.tickCount=u,this.labelOffset=f,this.labelCount=h},u.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},u.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},u.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this)}).call(this,t(\"_process\"))},{\"./shaders\":254,_process:526,\"gl-buffer\":259,\"gl-vao\":358,\"vectorize-text\":600}],256:[function(t,e,r){\"use strict\";function n(t,e){var r=t+\"\",n=r.indexOf(\".\"),i=0;n>=0&&(i=r.length-n-1);var a=Math.pow(10,i),o=Math.round(t*e*a),s=o+\"\";if(s.indexOf(\"e\")>=0)return s;var l=o/a,c=o%a;o<0?(l=0|-Math.ceil(l),c=0|-c):(l=0|Math.floor(l),c|=0);var u=\"\"+l;if(o<0&&(u=\"-\"+u),i){for(var f=\"\"+c;f.length<i;)f=\"0\"+f;return u+\".\"+f}return u}r.create=function(t,e){for(var r=[],i=0;i<3;++i){for(var a=[],o=(t[0][i],t[1][i],0);o*e[i]<=t[1][i];++o)a.push({x:o*e[i],text:n(e[i],o)});for(o=-1;o*e[i]>=t[0][i];--o)a.push({x:o*e[i],text:n(e[i],o)});r.push(a)}return r},r.equal=function(t,e){for(var r=0;r<3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;++n){var i=t[r][n],a=e[r][n];if(i.x!==a.x||i.text!==a.text||i.font!==a.font||i.fontColor!==a.fontColor||i.fontSize!==a.fontSize||i.dx!==a.dx||i.dy!==a.dy)return!1}}return!0}},{}],257:[function(t,e,r){e.exports=function(t){\"string\"==typeof t&&(t=[t]);for(var e=[].slice.call(arguments,1),r=[],n=0;n<t.length-1;n++)r.push(t[n],e[n]||\"\");return r.push(t[n]),r.join(\"\")}},{}],258:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,l,f){var h=e.model||c,p=e.view||c,v=e.projection||c,y=e._ortho||!1,x=t.bounds,b=(f=f||a(h,p,v,x,y)).axis;o(u,p,h),o(u,v,u);for(var _=g,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(u,u));s(u,u);for(var k=0;k<3;++k){var M=(k+1)%3,A=(k+2)%3,S=m;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var C=0;C<2;++C){S[M]=x[C^w][M];for(var L=0;L<2;++L)S[A]=x[L^C^w][A],E.push(S.slice())}var I=y?5:4;for(C=I;C===I;++C){if(0===E.length)continue t;E=i.positive(E,T[C])}for(C=0;C<E.length;++C){A=E[C];var P=d(m,u,A,r,l);for(L=0;L<3;++L)_[L].lo=Math.min(_[L].lo,A[L]),_[L].hi=Math.max(_[L].hi,A[L]),L!==k&&(_[L].pixelsPerDataUnit=Math.min(_[L].pixelsPerDataUnit,Math.abs(P[L])))}}}}return _};var n=t(\"extract-frustum-planes\"),i=t(\"split-polygon\"),a=t(\"./lib/cube.js\"),o=t(\"gl-mat4/multiply\"),s=t(\"gl-mat4/transpose\"),l=t(\"gl-vec4/transformMat4\"),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=h,s=p,c=0;c<3;++c)s[c]=o[c]=r[c];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]<0&&(t[a]=1/0);var u=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(u*u+f*f)}return t}var g=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],m=[0,0,0]},{\"./lib/cube.js\":252,\"extract-frustum-planes\":240,\"gl-mat4/multiply\":295,\"gl-mat4/transpose\":306,\"gl-vec4/transformMat4\":429,\"split-polygon\":566}],259:[function(t,e,r){\"use strict\";var n=t(\"typedarray-pool\"),i=t(\"ndarray-ops\"),a=t(\"ndarray\"),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}var l=s.prototype;function c(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,a,i),r}function u(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a<i;++a)r[a]=t[a];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&\"undefined\"!=typeof t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\";if(r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var f;f=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,\"uint16\"):u(t,\"float32\"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?f:f.subarray(0,t.length),e),n.free(f)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},e.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},{ndarray:495,\"ndarray-ops\":490,\"typedarray-pool\":595}],260:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\");e.exports=function(t,e){var r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,f=1/0,h=-1/0,p=null,d=null,g=[],m=1/0,v=!1,y=0;y<r.length;y++){var x=r[y];s=Math.min(x[0],s),l=Math.max(x[0],l),c=Math.min(x[1],c),u=Math.max(x[1],u),f=Math.min(x[2],f),h=Math.max(x[2],h);var b=i[y];if(n.length(b)>o&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(m=Math.min(m,_),v=!1):v=!0}v||(p=x,d=b),g.push(b)}var w=[s,c,f],T=[l,u,h];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(m)||(m=1),a.vectorScale=m;var M=t.coneSize||.5;t.absoluteConeSize&&(M=t.absoluteConeSize*k),a.coneScale=M;y=0;for(var A=0;y<r.length;y++)for(var S=(x=r[y])[0],E=x[1],C=x[2],L=g[y],I=n.length(L)*k,P=0;P<8;P++){a.positions.push([S,E,C,A++]),a.positions.push([S,E,C,A++]),a.positions.push([S,E,C,A++]),a.positions.push([S,E,C,A++]),a.positions.push([S,E,C,A++]),a.positions.push([S,E,C,A++]),a.vectors.push(L),a.vectors.push(L),a.vectors.push(L),a.vectors.push(L),a.vectors.push(L),a.vectors.push(L),a.vertexIntensity.push(I,I,I),a.vertexIntensity.push(I,I,I);var z=a.positions.length;a.cells.push([z-6,z-5,z-4],[z-3,z-2,z-1])}return a};var i=t(\"./lib/shaders\");e.exports.createMesh=t(\"./create_mesh\"),e.exports.createConeMesh=function(t,r){return e.exports.createMesh(t,r,{shaders:i,traceType:\"cone\"})}},{\"./create_mesh\":261,\"./lib/shaders\":262,\"gl-vec3\":377}],261:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"gl-mat4/multiply\"),l=t(\"gl-mat4/invert\"),c=t(\"ndarray\"),u=t(\"colormap\"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e,r,n,i,a,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=i,this.triangleVectors=a,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=f,this._view=f,this._projection=f,this._resolution=[1,1]}var p=h.prototype;function d(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}function g(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],f=[];this.cells=r,this.positions=n,this.vectors=i;var h=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,g=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],g=+t.vertexIntensityBounds[1];else for(var m=0;m<p.length;++m){var v=p[m];d=Math.min(d,v),g=Math.max(g,v)}else for(m=0;m<n.length;++m){v=n[m][2];d=Math.min(d,v),g=Math.max(g,v)}this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(m=0;m<n.length;++m)for(var y=n[m],x=0;x<3;++x)!isNaN(y[x])&&isFinite(y[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],y[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],y[x]));var b=0;t:for(m=0;m<r.length;++m){var _=r[m];switch(_.length){case 3:for(x=0;x<3;++x){y=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(y[w])||!isFinite(y[w]))continue t}for(x=0;x<3;++x){var T;y=n[T=_[2-x]];a.push(y[0],y[1],y[2],y[3]);var k=i[T];o.push(k[0],k[1],k[2],k[3]||0);var M,A=h;3===A.length?s.push(A[0],A[1],A[2],1):s.push(A[0],A[1],A[2],A[3]),M=p?[(p[T]-d)/(g-d),0]:[(y[2]-d)/(g-d),0],l.push(M[0],M[1]),f.push(m)}b+=1}}this.triangleCount=b,this.trianglePositions.update(a),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(f))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:i,inverseModel:f.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);s(u,c.view,c.model),s(u,c.projection,u),l(u,u);for(o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/h}if(this.triangleCount>0){var g=this.triShader;g.bind(),g.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?i.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var n=r.shaders;1===arguments.length&&(t=(e=t).gl);var s=d(t,n),l=g(t,n),u=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));u.generateMipmap(),u.minFilter=t.LINEAR_MIPMAP_LINEAR,u.magFilter=t.LINEAR;var f=i(t),p=i(t),m=i(t),v=i(t),y=i(t),x=a(t,[{buffer:f,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:m,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:4}]),b=new h(t,u,s,l,f,p,y,m,v,x,r.traceType||\"cone\");return b.update(e),b}},{colormap:131,\"gl-buffer\":259,\"gl-mat4/invert\":293,\"gl-mat4/multiply\":295,\"gl-shader\":335,\"gl-texture2d\":353,\"gl-vao\":358,ndarray:495}],262:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},{glslify:263}],263:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],264:[function(t,e,r){e.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORMATS\",34467:\"COMPRESSED_TEXTURE_FORMATS\",34660:\"BUFFER_SIZE\",34661:\"BUFFER_USAGE\",34816:\"STENCIL_BACK_FUNC\",34817:\"STENCIL_BACK_FAIL\",34818:\"STENCIL_BACK_PASS_DEPTH_FAIL\",34819:\"STENCIL_BACK_PASS_DEPTH_PASS\",34877:\"BLEND_EQUATION_ALPHA\",34921:\"MAX_VERTEX_ATTRIBS\",34922:\"VERTEX_ATTRIB_ARRAY_NORMALIZED\",34930:\"MAX_TEXTURE_IMAGE_UNITS\",34962:\"ARRAY_BUFFER\",34963:\"ELEMENT_ARRAY_BUFFER\",34964:\"ARRAY_BUFFER_BINDING\",34965:\"ELEMENT_ARRAY_BUFFER_BINDING\",34975:\"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING\",35040:\"STREAM_DRAW\",35044:\"STATIC_DRAW\",35048:\"DYNAMIC_DRAW\",35632:\"FRAGMENT_SHADER\",35633:\"VERTEX_SHADER\",35660:\"MAX_VERTEX_TEXTURE_IMAGE_UNITS\",35661:\"MAX_COMBINED_TEXTURE_IMAGE_UNITS\",35663:\"SHADER_TYPE\",35664:\"FLOAT_VEC2\",35665:\"FLOAT_VEC3\",35666:\"FLOAT_VEC4\",35667:\"INT_VEC2\",35668:\"INT_VEC3\",35669:\"INT_VEC4\",35670:\"BOOL\",35671:\"BOOL_VEC2\",35672:\"BOOL_VEC3\",35673:\"BOOL_VEC4\",35674:\"FLOAT_MAT2\",35675:\"FLOAT_MAT3\",35676:\"FLOAT_MAT4\",35678:\"SAMPLER_2D\",35680:\"SAMPLER_CUBE\",35712:\"DELETE_STATUS\",35713:\"COMPILE_STATUS\",35714:\"LINK_STATUS\",35715:\"VALIDATE_STATUS\",35716:\"INFO_LOG_LENGTH\",35717:\"ATTACHED_SHADERS\",35718:\"ACTIVE_UNIFORMS\",35719:\"ACTIVE_UNIFORM_MAX_LENGTH\",35720:\"SHADER_SOURCE_LENGTH\",35721:\"ACTIVE_ATTRIBUTES\",35722:\"ACTIVE_ATTRIBUTE_MAX_LENGTH\",35724:\"SHADING_LANGUAGE_VERSION\",35725:\"CURRENT_PROGRAM\",36003:\"STENCIL_BACK_REF\",36004:\"STENCIL_BACK_VALUE_MASK\",36005:\"STENCIL_BACK_WRITEMASK\",36006:\"FRAMEBUFFER_BINDING\",36007:\"RENDERBUFFER_BINDING\",36048:\"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE\",36049:\"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME\",36050:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL\",36051:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE\",36053:\"FRAMEBUFFER_COMPLETE\",36054:\"FRAMEBUFFER_INCOMPLETE_ATTACHMENT\",36055:\"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT\",36057:\"FRAMEBUFFER_INCOMPLETE_DIMENSIONS\",36061:\"FRAMEBUFFER_UNSUPPORTED\",36064:\"COLOR_ATTACHMENT0\",36096:\"DEPTH_ATTACHMENT\",36128:\"STENCIL_ATTACHMENT\",36160:\"FRAMEBUFFER\",36161:\"RENDERBUFFER\",36162:\"RENDERBUFFER_WIDTH\",36163:\"RENDERBUFFER_HEIGHT\",36164:\"RENDERBUFFER_INTERNAL_FORMAT\",36168:\"STENCIL_INDEX8\",36176:\"RENDERBUFFER_RED_SIZE\",36177:\"RENDERBUFFER_GREEN_SIZE\",36178:\"RENDERBUFFER_BLUE_SIZE\",36179:\"RENDERBUFFER_ALPHA_SIZE\",36180:\"RENDERBUFFER_DEPTH_SIZE\",36181:\"RENDERBUFFER_STENCIL_SIZE\",36194:\"RGB565\",36336:\"LOW_FLOAT\",36337:\"MEDIUM_FLOAT\",36338:\"HIGH_FLOAT\",36339:\"LOW_INT\",36340:\"MEDIUM_INT\",36341:\"HIGH_INT\",36346:\"SHADER_COMPILER\",36347:\"MAX_VERTEX_UNIFORM_VECTORS\",36348:\"MAX_VARYING_VECTORS\",36349:\"MAX_FRAGMENT_UNIFORM_VECTORS\",37440:\"UNPACK_FLIP_Y_WEBGL\",37441:\"UNPACK_PREMULTIPLY_ALPHA_WEBGL\",37442:\"CONTEXT_LOST_WEBGL\",37443:\"UNPACK_COLORSPACE_CONVERSION_WEBGL\",37444:\"BROWSER_DEFAULT_WEBGL\"}},{}],265:[function(t,e,r){var n=t(\"./1.0/numbers\");e.exports=function(t){return n[t]}},{\"./1.0/numbers\":264}],266:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),o=i(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=a(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var c=new s(e,r,o,l);return c.update(t),c};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders/index\"),o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function c(t,e){for(var r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,i=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var a=n[12],s=n[13],l=n[14],c=n[15],u=(t._ortho||!1?2:1)*this.pixelRatio*(i[3]*a+i[7]*s+i[11]*l+i[15]*c)/e.drawingBufferHeight;this.vao.bind();for(var f=0;f<3;++f)e.lineWidth(this.lineWidth[f]*this.pixelRatio),r.capSize=this.capSize[f]*u,this.lineCount[f]&&e.drawArrays(e.LINES,this.lineOffset[f],this.lineCount[f]);this.vao.unbind()};var u=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var i=-1;i<=1;i+=2){var a=[0,0,0];a[(n+e)%3]=i,r.push(a)}t[e]=r}return t}();function f(t,e,r,n){for(var i=u[n],a=0;a<i.length;++a){var o=i[a];t.push(e[0],e[1],e[2],r[0],r[1],r[2],r[3],o[0],o[1],o[2])}return i.length}l.update=function(t){\"lineWidth\"in(t=t||{})&&(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),\"capSize\"in t&&(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var e=t.color||[[0,0,0],[0,0,0],[0,0,0]],r=t.position,n=t.error;if(Array.isArray(e[0])||(e=[e,e,e]),r&&n){var i=[],a=r.length,o=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var s=0;s<3;++s){this.lineOffset[s]=o;t:for(var l=0;l<a;++l){for(var u=r[l],h=0;h<3;++h)if(isNaN(u[h])||!isFinite(u[h]))continue t;var p=n[l],d=e[s];if(Array.isArray(d[0])&&(d=e[l]),3===d.length?d=[d[0],d[1],d[2],1]:4===d.length&&(d=[d[0],d[1],d[2],d[3]],!this.hasAlpha&&d[3]<1&&(this.hasAlpha=!0)),!isNaN(p[0][s])&&!isNaN(p[1][s])){var g;if(p[0][s]<0)(g=u.slice())[s]+=p[0][s],i.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,g[0],g[1],g[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,g),o+=2+f(i,g,d,s);if(p[1][s]>0)(g=u.slice())[s]+=p[1][s],i.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,g[0],g[1],g[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,g),o+=2+f(i,g,d,s)}}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(i)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},{\"./shaders/index\":268,\"gl-buffer\":259,\"gl-vao\":358}],267:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],268:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, offset;\\nattribute vec4 color;\\nuniform mat4 model, view, projection;\\nuniform float capSize;\\nvarying vec4 fragColor;\\nvarying vec3 fragPosition;\\n\\nvoid main() {\\n  vec4 worldPosition  = model * vec4(position, 1.0);\\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\\n  gl_Position         = projection * view * worldPosition;\\n  fragColor           = color;\\n  fragPosition        = position;\\n}\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}\"]);e.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},{\"gl-shader\":335,glslify:267}],269:[function(t,e,r){\"use strict\";var n=t(\"gl-texture2d\");e.exports=function(t,e,r,n){i||(i=t.FRAMEBUFFER_UNSUPPORTED,a=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var c=t.getExtension(\"WEBGL_draw_buffers\");!l&&c&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var i=new Array(r),a=0;a<n;++a)i[a]=t.COLOR_ATTACHMENT0+a;for(a=n;a<r;++a)i[a]=t.NONE;l[n]=i}}(t,c);Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]);if(\"number\"!=typeof e)throw new Error(\"gl-fbo: Missing shape parameter\");var u=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>u||r<0||r>u)throw new Error(\"gl-fbo: Parameters are too large for FBO\");var f=1;if(\"color\"in(n=n||{})){if((f=Math.max(0|n.color,0))<0)throw new Error(\"gl-fbo: Must specify a nonnegative number of colors\");if(f>1){if(!c)throw new Error(\"gl-fbo: Multiple draw buffer extension not supported\");if(f>t.getParameter(c.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(\"gl-fbo: Context does not support \"+f+\" draw buffers\")}}var h=t.UNSIGNED_BYTE,p=t.getExtension(\"OES_texture_float\");if(n.float&&f>0){if(!p)throw new Error(\"gl-fbo: Context does not support floating point textures\");h=t.FLOAT}else n.preferFloat&&f>0&&p&&(h=t.FLOAT);var g=!0;\"depth\"in n&&(g=!!n.depth);var m=!1;\"stencil\"in n&&(m=!!n.stencil);return new d(t,e,r,h,f,g,m,c)};var i,a,o,s,l=null;function c(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function u(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function f(t){switch(t){case i:throw new Error(\"gl-fbo: Framebuffer unsupported\");case a:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case o:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case s:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function h(t,e,r,i,a,o){if(!i)return null;var s=n(t,e,r,a,i);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,i){var a=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d<i;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var g=this,m=[0|e,0|r];Object.defineProperties(m,{0:{get:function(){return g._shape[0]},set:function(t){return g.width=t}},1:{get:function(){return g._shape[1]},set:function(t){return g.height=t}}}),this._shapeVector=m,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),i=t._shape[0],a=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,g=t._useDepth,m=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var v=0;v<o;++v)t.color[v]=h(r,i,a,m,r.RGBA,r.COLOR_ATTACHMENT0+v);0===o?(t._color_rb=p(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension(\"WEBGL_depth_texture\");y?d?t.depth=h(r,i,a,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g&&(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):g&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null);for(v=0;v<t.color.length;++v)t.color[v].dispose(),t.color[v]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),f(x)}u(r,e)}(this)}var g=d.prototype;function m(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var a=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,a),f(s)),u(n,a)}}Object.defineProperties(g,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return m(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return m(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,m(this,this._shape[0],t),t},enumerable:!1}}),g.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},g.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{\"gl-texture2d\":353}],270:[function(t,e,r){var n=t(\"sprintf-js\").sprintf,i=t(\"gl-constants/lookup\"),a=t(\"glsl-shader-name\"),o=t(\"add-line-numbers\");e.exports=function(t,e,r){\"use strict\";var s=a(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===i.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var c=n(\"Error compiling %s shader %s:\\n\",l,s),u=n(\"%s%s\",c,t),f=t.split(\"\\n\"),h={},p=0;p<f.length;p++){var d=f[p];if(\"\"!==d&&\"\\0\"!==d){var g=parseInt(d.split(\":\")[2]);if(isNaN(g))throw new Error(n(\"Could not parse error: %s\",d));h[g]=d}}var m=o(e).split(\"\\n\");for(p=0;p<m.length;p++)if(h[p+3]||h[p+2]||h[p+1]){var v=m[p];if(c+=v+\"\\n\",h[p+1]){var y=h[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),c+=n(\"^^^ %s\\n\\n\",y)}}return{long:c.trim(),short:u.trim()}}},{\"add-line-numbers\":66,\"gl-constants/lookup\":265,\"glsl-shader-name\":431,\"sprintf-js\":567}],271:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.gl,n=o(r,l.vertex,l.fragment),i=o(r,l.pickVertex,l.pickFragment),a=s(r),u=s(r),f=s(r),h=s(r),p=new c(t,n,i,a,u,f,h);return p.update(e),t.addObject(p),p};var n=t(\"binary-search-bounds\"),i=t(\"iota-array\"),a=t(\"typedarray-pool\"),o=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"./lib/shaders\");function c(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,f=c.prototype,h=[0,0,1,0,0,1,1,0,1,1,0,1];f.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var i=t.gl,a=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=a[2]-a[0],c=a[3]-a[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-a[0])/l-1,u[7]=2*(r[1]-a[1])/c-1,e.bind();var f=e.uniforms;f.viewTransform=u,f.shape=this.shape;var h=e.attributes;this.positionBuffer.bind(),h.position.pointer(),this.weightBuffer.bind(),h.weight.pointer(i.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),h.color.pointer(i.UNSIGNED_BYTE,!0),i.drawArrays(i.TRIANGLES,0,n)}}),f.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,i=this.pickShader,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=a[2]-a[0],u=a[3]-a[1],f=l[2]-l[0],h=l[3]-l[1];t[0]=2*c/f,t[4]=2*u/h,t[6]=2*(a[0]-l[0])/f-1,t[7]=2*(a[1]-l[1])/h-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var g=i.attributes;return this.positionBuffer.bind(),g.position.pointer(),this.weightBuffer.bind(),g.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),g.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},f.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var c,u,f,p,d=t.colorLevels||[0],g=t.colorValues||[0,0,0,1],m=d.length,v=this.bounds;l?(c=v[0]=r[0],u=v[1]=o[0],f=v[2]=r[r.length-1],p=v[3]=o[o.length-1]):(c=v[0]=r[0]+(r[1]-r[0])/2,u=v[1]=o[0]+(o[1]-o[0])/2,f=v[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=v[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var y=1/(f-c),x=1/(p-u),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(h.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),M=a.mallocUint8(2*w),A=a.mallocUint32(w),S=0,E=l?b-1:b,C=l?_-1:_,L=0;L<C;++L){var I,P;l?(I=x*(o[L]-u),P=x*(o[L+1]-u)):(I=L<_-1?x*(o[L]-(o[L+1]-o[L])/2-u):x*(o[L]-(o[L]-o[L-1])/2-u),P=L<_-1?x*(o[L]+(o[L+1]-o[L])/2-u):x*(o[L]+(o[L]-o[L-1])/2-u));for(var z=0;z<E;++z){var O,D;l?(O=y*(r[z]-c),D=y*(r[z+1]-c)):(O=z<b-1?y*(r[z]-(r[z+1]-r[z])/2-c):y*(r[z]-(r[z]-r[z-1])/2-c),D=z<b-1?y*(r[z]+(r[z+1]-r[z])/2-c):y*(r[z]+(r[z]-r[z-1])/2-c));for(var R=0;R<h.length;R+=2){var F,B,N,j,U=h[R],V=h[R+1],q=s[l?(L+V)*b+(z+U):L*b+z],H=n.le(d,q);if(H<0)F=g[0],B=g[1],N=g[2],j=g[3];else if(H===m-1)F=g[4*m-4],B=g[4*m-3],N=g[4*m-2],j=g[4*m-1];else{var G=(q-d[H])/(d[H+1]-d[H]),Y=1-G,W=4*H,X=4*(H+1);F=Y*g[W]+G*g[X],B=Y*g[W+1]+G*g[X+1],N=Y*g[W+2]+G*g[X+2],j=Y*g[W+3]+G*g[X+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*O+.5*D,k[2*S+1]=.5*I+.5*P,M[2*S]=U,M[2*S+1]=V,A[S]=L*b+z,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(M),this.colorBuffer.update(T),this.idBuffer.update(A),a.free(k),a.free(T),a.free(M),a.free(A)},f.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":272,\"binary-search-bounds\":96,\"gl-buffer\":259,\"gl-shader\":335,\"iota-array\":463,\"typedarray-pool\":595}],272:[function(t,e,r){\"use strict\";var n=t(\"glslify\");e.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},{glslify:273}],273:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],274:[function(t,e,r){var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];r.createShader=function(t){return i(t,a,o,null,l)},r.createPickShader=function(t){return i(t,a,s,null,l)}},{\"gl-shader\":335,glslify:276}],275:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=f(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),u=c(new Array(1024),[256,1,4]),p=0;p<1024;++p)u.data[p]=255;var d=a(e,u);d.wrap=e.REPEAT;var g=new v(e,r,o,s,l,d);return g.update(t),g};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"gl-texture2d\"),o=new Uint8Array(4),s=new Float32Array(o.buffer);var l=t(\"binary-search-bounds\"),c=t(\"ndarray\"),u=t(\"./lib/shaders\"),f=u.createShader,h=u.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function g(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function m(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,i,a){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var y=v.prototype;y.isTransparent=function(){return this.hasAlpha},y.isOpaque=function(){return!this.hasAlpha},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:g(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:g(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var i=[],a=[],o=[],s=0,u=0,f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],h=t.position||t.positions;if(h){var p=t.color||t.colors||[0,0,0,1],g=t.lineWidth||1,m=!1;t:for(e=1;e<h.length;++e){var v,y,x,b=h[e-1],_=h[e];for(a.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&i.length>0){for(var w=0;w<24;++w)i.push(i[i.length-12]);u+=2,m=!0}continue t}f[0][r]=Math.min(f[0][r],b[r],_[r]),f[1][r]=Math.max(f[1][r],b[r],_[r])}Array.isArray(p[0])?(v=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],y=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):v=y=p,3===v.length&&(v=[v[0],v[1],v[2],1]),3===y.length&&(y=[y[0],y[1],y[2],1]),!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0),x=Array.isArray(g)?g.length>e-1?g[e-1]:g.length>0?g[g.length-1]:[0,0,0,1]:g;var T=s;if(s+=d(b,_),m){for(r=0;r<2;++r)i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3]);u+=2,m=!1}i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,v[0],v[1],v[2],v[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,y[0],y[1],y[2],y[3]),u+=4}}if(this.buffer.update(i),a.push(s),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=u,this.points=o,this.arcLength=a,\"dashes\"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e<k.length;++e)k[e]=k[e-1]+k[e];var M=c(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)M.set(e,0,r,0);1&l.le(k,k[k.length-1]*e/255)?M.set(e,0,0,0):M.set(e,0,0,255)}this.texture.setPixels(M)}},y.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},y.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=function(t,e,r,n){return o[0]=n,o[1]=r,o[2]=e,o[3]=t,s[0]}(t.value[0],t.value[1],t.value[2],0),r=l.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new m(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],i=this.points[Math.min(r+1,this.points.length-1)],a=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),c=1-a,u=[0,0,0],f=0;f<3;++f)u[f]=c*n[f]+a*i[f];var h=Math.min(a<.5?r:r+1,this.points.length-1);return new m(e,u,h,this.points[h])}},{\"./lib/shaders\":274,\"binary-search-bounds\":96,\"gl-buffer\":259,\"gl-texture2d\":353,\"gl-vao\":358,ndarray:495}],276:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],277:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],f=e[9],h=e[10],p=e[11],d=e[12],g=e[13],m=e[14],v=e[15];return t[0]=s*(h*v-p*m)-f*(l*v-c*m)+g*(l*p-c*h),t[1]=-(n*(h*v-p*m)-f*(i*v-a*m)+g*(i*p-a*h)),t[2]=n*(l*v-c*m)-s*(i*v-a*m)+g*(i*c-a*l),t[3]=-(n*(l*p-c*h)-s*(i*p-a*h)+f*(i*c-a*l)),t[4]=-(o*(h*v-p*m)-u*(l*v-c*m)+d*(l*p-c*h)),t[5]=r*(h*v-p*m)-u*(i*v-a*m)+d*(i*p-a*h),t[6]=-(r*(l*v-c*m)-o*(i*v-a*m)+d*(i*c-a*l)),t[7]=r*(l*p-c*h)-o*(i*p-a*h)+u*(i*c-a*l),t[8]=o*(f*v-p*g)-u*(s*v-c*g)+d*(s*p-c*f),t[9]=-(r*(f*v-p*g)-u*(n*v-a*g)+d*(n*p-a*f)),t[10]=r*(s*v-c*g)-o*(n*v-a*g)+d*(n*c-a*s),t[11]=-(r*(s*p-c*f)-o*(n*p-a*f)+u*(n*c-a*s)),t[12]=-(o*(f*m-h*g)-u*(s*m-l*g)+d*(s*h-l*f)),t[13]=r*(f*m-h*g)-u*(n*m-i*g)+d*(n*h-i*f),t[14]=-(r*(s*m-l*g)-o*(n*m-i*g)+d*(n*l-i*s)),t[15]=r*(s*h-l*f)-o*(n*h-i*f)+u*(n*l-i*s),t}},{}],278:[function(t,e,r){e.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},{}],279:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],280:[function(t,e,r){e.exports=function(){var t=new Float32Array(16);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],281:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3],a=t[4],o=t[5],s=t[6],l=t[7],c=t[8],u=t[9],f=t[10],h=t[11],p=t[12],d=t[13],g=t[14],m=t[15];return(e*o-r*a)*(f*m-h*g)-(e*s-n*a)*(u*m-h*d)+(e*l-i*a)*(u*g-f*d)+(r*s-n*o)*(c*m-h*p)-(r*l-i*o)*(c*g-f*p)+(n*l-i*s)*(c*d-u*p)}},{}],282:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r+r,s=n+n,l=i+i,c=r*o,u=n*o,f=n*s,h=i*o,p=i*s,d=i*l,g=a*o,m=a*s,v=a*l;return t[0]=1-f-d,t[1]=u+v,t[2]=h-m,t[3]=0,t[4]=u-v,t[5]=1-c-d,t[6]=p+g,t[7]=0,t[8]=h+m,t[9]=p-g,t[10]=1-c-f,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],283:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o=r[0],s=r[1],l=r[2],c=Math.sqrt(o*o+s*s+l*l);if(Math.abs(c)<1e-6)return null;return o*=c=1/c,s*=c,l*=c,n=Math.sin(e),i=Math.cos(e),a=1-i,t[0]=o*o*a+i,t[1]=s*o*a+l*n,t[2]=l*o*a-s*n,t[3]=0,t[4]=o*s*a-l*n,t[5]=s*s*a+i,t[6]=l*s*a+o*n,t[7]=0,t[8]=o*l*a+s*n,t[9]=s*l*a-o*n,t[10]=l*l*a+i,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],284:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=n+n,l=i+i,c=a+a,u=n*s,f=n*l,h=n*c,p=i*l,d=i*c,g=a*c,m=o*s,v=o*l,y=o*c;return t[0]=1-(p+g),t[1]=f+y,t[2]=h-v,t[3]=0,t[4]=f-y,t[5]=1-(u+g),t[6]=d+m,t[7]=0,t[8]=h+v,t[9]=d-m,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],285:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=e[1],t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=e[2],t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],286:[function(t,e,r){e.exports=function(t,e){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=e[0],t[13]=e[1],t[14]=e[2],t[15]=1,t}},{}],287:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=n,t[6]=r,t[7]=0,t[8]=0,t[9]=-r,t[10]=n,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],288:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=0,t[2]=-r,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=r,t[9]=0,t[10]=n,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],289:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=0,t[4]=-r,t[5]=n,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],290:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(r-e),l=1/(i-n),c=1/(a-o);return t[0]=2*a*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=2*a*l,t[6]=0,t[7]=0,t[8]=(r+e)*s,t[9]=(i+n)*l,t[10]=(o+a)*c,t[11]=-1,t[12]=0,t[13]=0,t[14]=o*a*2*c,t[15]=0,t}},{}],291:[function(t,e,r){e.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],292:[function(t,e,r){e.exports={create:t(\"./create\"),clone:t(\"./clone\"),copy:t(\"./copy\"),identity:t(\"./identity\"),transpose:t(\"./transpose\"),invert:t(\"./invert\"),adjoint:t(\"./adjoint\"),determinant:t(\"./determinant\"),multiply:t(\"./multiply\"),translate:t(\"./translate\"),scale:t(\"./scale\"),rotate:t(\"./rotate\"),rotateX:t(\"./rotateX\"),rotateY:t(\"./rotateY\"),rotateZ:t(\"./rotateZ\"),fromRotation:t(\"./fromRotation\"),fromRotationTranslation:t(\"./fromRotationTranslation\"),fromScaling:t(\"./fromScaling\"),fromTranslation:t(\"./fromTranslation\"),fromXRotation:t(\"./fromXRotation\"),fromYRotation:t(\"./fromYRotation\"),fromZRotation:t(\"./fromZRotation\"),fromQuat:t(\"./fromQuat\"),frustum:t(\"./frustum\"),perspective:t(\"./perspective\"),perspectiveFromFieldOfView:t(\"./perspectiveFromFieldOfView\"),ortho:t(\"./ortho\"),lookAt:t(\"./lookAt\"),str:t(\"./str\")}},{\"./adjoint\":277,\"./clone\":278,\"./copy\":279,\"./create\":280,\"./determinant\":281,\"./fromQuat\":282,\"./fromRotation\":283,\"./fromRotationTranslation\":284,\"./fromScaling\":285,\"./fromTranslation\":286,\"./fromXRotation\":287,\"./fromYRotation\":288,\"./fromZRotation\":289,\"./frustum\":290,\"./identity\":291,\"./invert\":293,\"./lookAt\":294,\"./multiply\":295,\"./ortho\":296,\"./perspective\":297,\"./perspectiveFromFieldOfView\":298,\"./rotate\":299,\"./rotateX\":300,\"./rotateY\":301,\"./rotateZ\":302,\"./scale\":303,\"./str\":304,\"./translate\":305,\"./transpose\":306}],293:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],f=e[9],h=e[10],p=e[11],d=e[12],g=e[13],m=e[14],v=e[15],y=r*s-n*o,x=r*l-i*o,b=r*c-a*o,_=n*l-i*s,w=n*c-a*s,T=i*c-a*l,k=u*g-f*d,M=u*m-h*d,A=u*v-p*d,S=f*m-h*g,E=f*v-p*g,C=h*v-p*m,L=y*C-x*E+b*S+_*A-w*M+T*k;if(!L)return null;return L=1/L,t[0]=(s*C-l*E+c*S)*L,t[1]=(i*E-n*C-a*S)*L,t[2]=(g*T-m*w+v*_)*L,t[3]=(h*w-f*T-p*_)*L,t[4]=(l*A-o*C-c*M)*L,t[5]=(r*C-i*A+a*M)*L,t[6]=(m*b-d*T-v*x)*L,t[7]=(u*T-h*b+p*x)*L,t[8]=(o*E-s*A+c*k)*L,t[9]=(n*A-r*E-a*k)*L,t[10]=(d*w-g*b+v*y)*L,t[11]=(f*b-u*w-p*y)*L,t[12]=(s*M-o*S-l*k)*L,t[13]=(r*S-n*M+i*k)*L,t[14]=(g*x-d*_-m*y)*L,t[15]=(u*_-f*x+h*y)*L,t}},{}],294:[function(t,e,r){var n=t(\"./identity\");e.exports=function(t,e,r,i){var a,o,s,l,c,u,f,h,p,d,g=e[0],m=e[1],v=e[2],y=i[0],x=i[1],b=i[2],_=r[0],w=r[1],T=r[2];if(Math.abs(g-_)<1e-6&&Math.abs(m-w)<1e-6&&Math.abs(v-T)<1e-6)return n(t);f=g-_,h=m-w,p=v-T,d=1/Math.sqrt(f*f+h*h+p*p),a=x*(p*=d)-b*(h*=d),o=b*(f*=d)-y*p,s=y*h-x*f,(d=Math.sqrt(a*a+o*o+s*s))?(a*=d=1/d,o*=d,s*=d):(a=0,o=0,s=0);l=h*s-p*o,c=p*a-f*s,u=f*o-h*a,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=c,t[6]=h,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(a*g+o*m+s*v),t[13]=-(l*g+c*m+u*v),t[14]=-(f*g+h*m+p*v),t[15]=1,t}},{\"./identity\":291}],295:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],g=e[12],m=e[13],v=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*f+w*g,t[1]=x*i+b*l+_*h+w*m,t[2]=x*a+b*c+_*p+w*v,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*f+w*g,t[5]=x*i+b*l+_*h+w*m,t[6]=x*a+b*c+_*p+w*v,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*f+w*g,t[9]=x*i+b*l+_*h+w*m,t[10]=x*a+b*c+_*p+w*v,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*f+w*g,t[13]=x*i+b*l+_*h+w*m,t[14]=x*a+b*c+_*p+w*v,t[15]=x*o+b*u+_*d+w*y,t}},{}],296:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t}},{}],297:[function(t,e,r){e.exports=function(t,e,r,n,i){var a=1/Math.tan(e/2),o=1/(n-i);return t[0]=a/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*o,t[15]=0,t}},{}],298:[function(t,e,r){e.exports=function(t,e,r,n){var i=Math.tan(e.upDegrees*Math.PI/180),a=Math.tan(e.downDegrees*Math.PI/180),o=Math.tan(e.leftDegrees*Math.PI/180),s=Math.tan(e.rightDegrees*Math.PI/180),l=2/(o+s),c=2/(i+a);return t[0]=l,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=c,t[6]=0,t[7]=0,t[8]=-(o-s)*l*.5,t[9]=(i-a)*c*.5,t[10]=n/(r-n),t[11]=-1,t[12]=0,t[13]=0,t[14]=n*r/(r-n),t[15]=0,t}},{}],299:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S,E=n[0],C=n[1],L=n[2],I=Math.sqrt(E*E+C*C+L*L);if(Math.abs(I)<1e-6)return null;E*=I=1/I,C*=I,L*=I,i=Math.sin(r),a=Math.cos(r),o=1-a,s=e[0],l=e[1],c=e[2],u=e[3],f=e[4],h=e[5],p=e[6],d=e[7],g=e[8],m=e[9],v=e[10],y=e[11],x=E*E*o+a,b=C*E*o+L*i,_=L*E*o-C*i,w=E*C*o-L*i,T=C*C*o+a,k=L*C*o+E*i,M=E*L*o+C*i,A=C*L*o-E*i,S=L*L*o+a,t[0]=s*x+f*b+g*_,t[1]=l*x+h*b+m*_,t[2]=c*x+p*b+v*_,t[3]=u*x+d*b+y*_,t[4]=s*w+f*T+g*k,t[5]=l*w+h*T+m*k,t[6]=c*w+p*T+v*k,t[7]=u*w+d*T+y*k,t[8]=s*M+f*A+g*S,t[9]=l*M+h*A+m*S,t[10]=c*M+p*A+v*S,t[11]=u*M+d*A+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],300:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=a*i+c*n,t[5]=o*i+u*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=c*i-a*n,t[9]=u*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},{}],301:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i-c*n,t[1]=o*i-u*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+c*i,t[9]=o*n+u*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},{}],302:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],f=e[6],h=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i+c*n,t[1]=o*i+u*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=c*i-a*n,t[5]=u*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},{}],303:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],304:[function(t,e,r){e.exports=function(t){return\"mat4(\"+t[0]+\", \"+t[1]+\", \"+t[2]+\", \"+t[3]+\", \"+t[4]+\", \"+t[5]+\", \"+t[6]+\", \"+t[7]+\", \"+t[8]+\", \"+t[9]+\", \"+t[10]+\", \"+t[11]+\", \"+t[12]+\", \"+t[13]+\", \"+t[14]+\", \"+t[15]+\")\"}},{}],305:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o,s,l,c,u,f,h,p,d,g=r[0],m=r[1],v=r[2];e===t?(t[12]=e[0]*g+e[4]*m+e[8]*v+e[12],t[13]=e[1]*g+e[5]*m+e[9]*v+e[13],t[14]=e[2]*g+e[6]*m+e[10]*v+e[14],t[15]=e[3]*g+e[7]*m+e[11]*v+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*g+s*m+f*v+e[12],t[13]=i*g+l*m+h*v+e[13],t[14]=a*g+c*m+p*v+e[14],t[15]=o*g+u*m+d*v+e[15]);return t}},{}],306:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],307:[function(t,e,r){\"use strict\";var n=t(\"barycentric\"),i=t(\"polytope-closest-point/lib/closest_point_2d.js\");function a(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var i=0;i<4;++i)r[i]+=t[4*n+i]*e[n];return r}function o(t,e,r,n,i){for(var o=a(n,a(r,a(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var i=t[n],a=e[n],o=0;o<3;++o)r[o]+=a*i[o];return r}e.exports=function(t,e,r,a,l,c){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),f=0;f<t.length;++f)u[f]=o(t[f],r,a,l,c);var h=0,p=1/0;for(f=0;f<u.length;++f){for(var d=0,g=0;g<2;++g)d+=Math.pow(u[f][g]-e[g],2);d<p&&(p=d,h=f)}var m=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),a+=Math.pow(e[o]-t[1][o],2);return r=Math.sqrt(r),a=Math.sqrt(a),r+a<1e-6?[1,0]:[a/(r+a),r/(a+r)]}if(3===t.length){var s=[0,0];return i(t[0],t[1],t[2],e,s),n(t,s)}return[]}(u,e),v=0;for(f=0;f<3;++f){if(m[f]<-.001||m[f]>1.0001)return null;v+=m[f]}if(Math.abs(v-1)>.001)return null;return[h,s(t,m),m]}},{barycentric:78,\"polytope-closest-point/lib/closest_point_2d.js\":525}],308:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},r.pickShader={vertex:u,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},r.pointPickShader={vertex:h,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},{glslify:310}],309:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"normals\"),l=t(\"gl-mat4/multiply\"),c=t(\"gl-mat4/invert\"),u=t(\"ndarray\"),f=t(\"colormap\"),h=t(\"simplicial-complex-contour\"),p=t(\"typedarray-pool\"),d=t(\"./lib/shaders\"),g=t(\"./lib/closest-point\"),m=d.meshShader,v=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,T,k,M,A,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=m,this.edgeUVs=v,this.edgeIds=g,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=M,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function M(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function A(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}function S(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}function E(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function C(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function L(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function I(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=h(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var c=r[l],u=0;u<2;++u){var f=c[0];2===c.length&&(f=c[u]);for(var d=n[f][0],g=n[f][1],m=i[f],v=1-m,y=this.positions[d],x=this.positions[g],b=0;b<3;++b)o[s++]=m*y[b]+v*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=f({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),i=0;i<256;++i){for(var a=r[i],o=0;o<3;++o)n[4*i+o]=a[o];n[4*i+3]=e?255*M(i/255,e):255*a[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var i=[],a=[],l=[],c=[],h=[],p=[],d=[],g=[],m=[],v=[],y=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,A=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,A)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,C=t.meshColor||[1,1,1,1],L=t.vertexUVs,I=t.vertexIntensity,P=t.cellUVs,z=t.cellIntensity,O=1/0,D=-1/0;if(!L&&!P)if(I)if(t.vertexIntensityBounds)O=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<I.length;++R){var F=I[R];O=Math.min(O,F),D=Math.max(D,F)}else if(z)if(t.cellIntensityBounds)O=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<z.length;++R){F=z[R];O=Math.min(O,F),D=Math.max(D,F)}else for(R=0;R<n.length;++R){F=n[R][2];O=Math.min(O,F),D=Math.max(D,F)}this.intensity=I||(z||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n)),this.pickVertex=!(z||E);var B=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,q=0,H=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;v.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:C,this.opacityscale&&I?a.push(X[0],X[1],X[2],this.opacity*M((I[W]-O)/(D-O),this.opacityscale)):3===X.length?y.push(X[0],X[1],X[2],this.opacity):(y.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=L?L[W]:I?[(I[W]-O)/(D-O),0]:P?P[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],x.push(Z[0],Z[1]),B?b.push(B[W]):b.push(N),_.push(R),H+=1;break;case 2:for(U=0;U<2;++U){j=n[W=G[U]];for(var Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t}for(U=0;U<2;++U){j=n[W=G[U]];p.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:C,this.opacityscale&&I?a.push(X[0],X[1],X[2],this.opacity*M((I[W]-O)/(D-O),this.opacityscale)):3===X.length?d.push(X[0],X[1],X[2],this.opacity):(d.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=L?L[W]:I?[(I[W]-O)/(D-O),0]:P?P[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],g.push(Z[0],Z[1]),m.push(R)}q+=1;break;case 3:for(U=0;U<3;++U)for(j=n[W=G[U]],Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t;for(U=0;U<3;++U){var W,X,Z,J;j=n[W=G[2-U]];i.push(j[0],j[1],j[2]),(X=S?S[W]:E?E[R]:C)?this.opacityscale&&I?a.push(X[0],X[1],X[2],this.opacity*M((I[W]-O)/(D-O),this.opacityscale)):3===X.length?a.push(X[0],X[1],X[2],this.opacity):(a.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)):a.push(.5,.5,.5,1),Z=L?L[W]:I?[(I[W]-O)/(D-O),0]:P?P[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],c.push(Z[0],Z[1]),J=w?w[W]:T[R],l.push(J[0],J[1],J[2]),h.push(R)}V+=1}}this.pointCount=H,this.edgeCount=q,this.triangleCount=V,this.pointPositions.update(v),this.pointColors.update(y),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(g),this.edgeIds.update(new Uint32Array(m)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,inverseModel:w.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);l(u,s.view,s.model),l(u,s.projection,u),c(u,u);for(o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var f,h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/h}this.triangleCount>0&&((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((f=this.lineShader).bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],c=this.positions[r[1]],u=this.positions[r[2]],f=[(l[0]+c[0]+u[0])/3,(l[1]+c[1]+u[1])/3,(l[2]+c[2]+u[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:f}}var h=g(i,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!h)return null;var p=h[2],d=0;for(a=0;a<r.length;++a)d+=p[a]*this.intensity[r[a]];return{position:h[1],index:r[h[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[h[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},e.exports=function(t,e){1===arguments.length&&(t=(e=t).gl);var r=t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\");if(!r)throw new Error(\"derivatives not supported\");var n=A(t),s=S(t),l=E(t),c=C(t),f=L(t),h=I(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=i(t),g=i(t),m=i(t),v=i(t),y=i(t),x=a(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:m,type:t.FLOAT,size:2},{buffer:v,type:t.FLOAT,size:3}]),b=i(t),_=i(t),w=i(t),k=i(t),M=a(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:k,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),P=i(t),z=i(t),O=i(t),D=i(t),R=i(t),F=a(t,[{buffer:P,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:z,type:t.FLOAT,size:4},{buffer:O,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=i(t),N=a(t,[{buffer:B,type:t.FLOAT,size:3}]),j=new T(t,p,n,s,l,c,f,h,d,y,g,m,v,x,b,k,_,w,M,P,R,z,O,D,F,B,N);return j.update(e),j}},{\"./lib/closest-point\":307,\"./lib/shaders\":308,colormap:131,\"gl-buffer\":259,\"gl-mat4/invert\":293,\"gl-mat4/multiply\":295,\"gl-shader\":335,\"gl-texture2d\":353,\"gl-vao\":358,ndarray:495,normals:498,\"simplicial-complex-contour\":556,\"typedarray-pool\":595}],310:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],311:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[0,0,0,1,1,0,1,1]),s=i(e,a.boxVert,a.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,i){var a=this.plot,o=this.shader,c=a.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=i,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":314,\"gl-buffer\":259,\"gl-shader\":335}],312:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,o.gridVert,o.gridFrag),l=i(e,o.tickVert,o.gridFrag);return new s(t,r,a,l)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"binary-search-bounds\"),o=t(\"./shaders\");function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,f,h,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],f=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,i=t.gl,a=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,h=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,g=0;g<2;++g){var m=a[g],v=a[g+2]-m,y=.5*(o[g+2]+o[g]),x=o[g+2]-o[g];u[g]=2*v/x,c[g]=2*(m-y)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var b=0;for(g=0;g<2;++g){f[0]=f[1]=0,f[g]=1,r.uniforms.dataAxis=f,r.uniforms.lineWidth=l[g]/(s[g+2]-s[g])*d,r.uniforms.color=h[g];var _=6*n[g].length;p[g]&&_&&i.drawArrays(i.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],i=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,f=this.ticks,h=s.gl,p=s._tickBounds,d=s.dataBox,g=s.viewBox,m=s.pixelRatio,v=s.screenBox,y=v[2]-v[0],x=v[3]-v[1],b=g[2]-g[0],_=g[3]-g[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,M=.5*(d[w+2]+d[w]),A=d[w+2]-d[w];e[w]=2*k/A,t[w]=2*(T-M)/A}e[0]*=b/y,t[0]*=b/y,e[1]*=_/x,t[1]*=_/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,C=s.tickMarkWidth,L=s.tickMarkColor,I=6*f[0].length,P=Math.min(a.ge(f[0],(d[0]-p[0])/(p[2]-p[0]),l),f[0].length),z=Math.min(a.gt(f[0],(d[2]-p[0])/(p[2]-p[0]),l),f[0].length),O=0+6*P,D=6*Math.max(0,z-P),R=Math.min(a.ge(f[1],(d[1]-p[1])/(p[3]-p[1]),l),f[1].length),F=Math.min(a.gt(f[1],(d[3]-p[1])/(p[3]-p[1]),l),f[1].length),B=I+6*R,N=6*Math.max(0,F-R);i[0]=2*(g[0]-E[1])/y-1,i[1]=(g[3]+g[1])/x-1,o[0]=E[1]*m/y,o[1]=C[1]*m/x,N&&(S.color=L[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(g[2]+g[0])/y-1,i[1]=2*(g[1]-E[0])/x-1,o[0]=C[0]*m/y,o[1]=E[0]*m/x,D&&(S.color=L[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,O,D)),i[0]=2*(g[2]+E[3])/y-1,i[1]=(g[3]+g[1])/x-1,o[0]=E[3]*m/y,o[1]=C[3]*m/x,N&&(S.color=L[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(g[2]+g[0])/y-1,i[1]=2*(g[3]+E[2])/x-1,o[0]=C[2]*m/y,o[1]=E[2]*m/x,D&&(S.color=L[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,O,D))}}(),d.update=(h=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),i=(this.plot.zeroLineEnable,0),a=[[],[]],o=0;o<2;++o)for(var s=a[o],l=e[o],c=r[o],u=r[o+2],f=0;f<l.length;++f){var d=(l[f].x-c)/(u-c);s.push(d);for(var g=0;g<6;++g)n[i++]=d,n[i++]=h[g],n[i++]=p[g]}this.ticks=a,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{\"./shaders\":314,\"binary-search-bounds\":96,\"gl-buffer\":259,\"gl-shader\":335}],313:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[-1,-1,-1,1,1,-1,1,1]),s=i(e,a.lineVert,a.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,i,a){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=i*o.pixelRatio,c.uniforms.color=a,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":314,\"gl-buffer\":259,\"gl-shader\":335}],314:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);e.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:i,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:i,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:i,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},{glslify:316}],315:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,s.textVert,s.textFrag);return new l(t,r,a)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"text-cache\"),o=t(\"binary-search-bounds\"),s=t(\"./shaders\");function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,f,h,p,d,g=l.prototype;g.drawTicks=(c=[0,0],u=[0,0],f=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],i=this.tickOffset[t],a=e.gl,s=e.viewBox,l=e.dataBox,h=e.screenBox,p=e.pixelRatio,d=e.tickEnable,g=e.tickPad,m=e.tickColor,v=e.tickAngle,y=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),M=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(h[2+t]-h[t])-1;var A=2/h[2+(1^t)]-h[1^t];u[1^t]=A*s[1^t]-1,d[t]&&(u[1^t]-=A*p*g[t],k<M&&i[M]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t],r.uniforms.angle=v[t],a.drawArrays(a.TRIANGLES,i[k],i[M]-i[k]))),y[t]&&T&&(u[1^t]-=A*p*x[t],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],a.drawArrays(a.TRIANGLES,w,T)),u[1^t]=A*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=A*p*g[t+2],k<M&&i[M]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t+2],r.uniforms.angle=v[t+2],a.drawArrays(a.TRIANGLES,i[k],i[M]-i[k]))),y[t+2]&&T&&(u[1^t]+=A*p*x[t+2],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],a.drawArrays(a.TRIANGLES,w,T))}),g.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-a[u])/(a[2+u]-a[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),g.bind=(h=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],f=a[o],g=a[o+2]-f,m=i[o],v=i[o+2]-m;p[o]=2*l/u*g/v,h[o]=2*(s-c)/u*g/v}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=h,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),g.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],f=[-1/0],h=l[o];for(e=0;e<h.length;++e){var p=h[e],d=p.x,g=p.text,m=p.font||\"sans-serif\";i=p.fontSize||12;for(var v=1/(c[o+2]-c[o]),y=c[o],x=g.split(\"\\n\"),b=0;b<x.length;b++)for(n=a(m,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*i,-n[r+1]*i-b*i*1.2,(d-y)*v);u.push(Math.floor(s.length/3)),f.push(d)}this.tickOffset[o]=u,this.tickX[o]=f}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=a(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,i=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=a(t.titleFont,t.title).data,i=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},g.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":314,\"binary-search-bounds\":96,\"gl-buffer\":259,\"gl-shader\":335,\"text-cache\":575}],316:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],317:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[e.drawingBufferWidth,e.drawingBufferHeight]),c=new l(e,r);return c.grid=i(c),c.text=a(c),c.line=o(c),c.box=s(c),c.update(t),c};var n=t(\"gl-select-static\"),i=t(\"./lib/grid\"),a=t(\"./lib/text\"),o=t(\"./lib/line\"),s=t(\"./lib/box\");function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function f(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var f=this.zeroLineEnable,h=this.zeroLineColor,p=this.zeroLineWidth;if(f[0]||f[1]){o.bind();for(var d=0;d<2;++d)if(f[d]&&n[d]<=0&&n[d+2]>=0){var g=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(g,e[1],g,e[3],p[d],h[d]):o.drawLine(e[0],g,e[2],g,p[d],h[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var m=this.borderLineEnable,v=this.borderLineWidth,y=this.borderLineColor;for(m[1]&&o.drawLine(r[0],r[1]-.5*v[1]*i,r[0],r[3]+.5*v[3]*i,v[1],y[1]),m[0]&&o.drawLine(r[0]-.5*v[0]*i,r[1],r[2]+.5*v[2]*i,r[1],v[0],y[0]),m[3]&&o.drawLine(r[2],r[1]-.5*v[1]*i,r[2],r[3]+.5*v[3]*i,v[3],y[3]),m[2]&&o.drawLine(r[0]-.5*v[0]*i,r[3],r[2]+.5*v[2]*i,r[3],v[2],y[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var f=c[u].pick(a,o,l);if(f)return f}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,i=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/i,10,10/i]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var a=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=a[s].slice(0);0!==l.length&&(l.sort(f),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:a}),this.text.update({bounds:o,ticks:a,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{\"./lib/box\":311,\"./lib/grid\":312,\"./lib/line\":313,\"./lib/text\":315,\"gl-select-static\":334}],318:[function(t,e,r){\"use strict\";e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];\"distanceLimits\"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);\"zoomMin\"in e&&(r[0]=e.zoomMin);\"zoomMax\"in e&&(r[1]=e.zoomMax);var c=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;c.idle(e-r),c.recalcMatrix(i),c.flush(e-(100+2*r));for(var a=!0,o=c.computedMatrix,s=0;s<16;++s)a=a&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===h&&t.clientHeight===p;return h=t.clientWidth,p=t.clientHeight,a?!l:(f=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),i=c.computedCenter.slice();if(c.setMode(t),\"turntable\"===t){var a=n();c._active.lookAt(a,r,i,e),c._active.lookAt(a+500,r,i,[0,0,1]),c._active.flush(a)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,i,a){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,u=\"zoom\"===o,h=!!a.control,p=!!a.alt,g=!!a.shift,m=!!(1&e),v=!!(2&e),y=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(i-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,M=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&m&&!h&&!p&&!g||m&&!h&&!p&&g)&&c.rotate(M,w*k*b,-T*k*_,0),(l&&m&&!h&&!p&&!g||v||m&&h&&!p&&!g)&&c.pan(M,-d.translateSpeed*b*f,d.translateSpeed*_*f,0),u&&m&&!h&&!p&&!g||y||m&&!h&&p&&!g)){var A=-d.zoomSpeed*_/window.innerHeight*(M-c.lastT())*100;c.pan(M,0,0,f*(Math.exp(A)-1))}return d._lastX=r,d._lastY=i,d._lastMods=a,!0}}d.mouseListener=a(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods)}),!!l&&{passive:!0}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods)}),!!l&&{passive:!0}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,i=d.flipY?1:-1,a=n();if(Math.abs(t)>Math.abs(e))c.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-c.lastT())/20;c.pan(a,0,0,f*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=t(\"right-now\"),i=t(\"3d-view\"),a=t(\"mouse-change\"),o=t(\"mouse-wheel\"),s=t(\"mouse-event-offset\"),l=t(\"has-passive-events\")},{\"3d-view\":54,\"has-passive-events\":441,\"mouse-change\":483,\"mouse-event-offset\":484,\"mouse-wheel\":486,\"right-now\":542}],319:[function(t,e,r){var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);e.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec2\"}])}},{\"gl-shader\":335,glslify:320}],320:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],321:[function(t,e,r){\"use strict\";var n=t(\"./camera.js\"),i=t(\"gl-axes3d\"),a=t(\"gl-axes3d/properties\"),o=t(\"gl-spikes3d\"),s=t(\"gl-select-static\"),l=t(\"gl-fbo\"),c=t(\"a-big-triangle\"),u=t(\"mouse-change\"),f=t(\"gl-mat4/perspective\"),h=t(\"gl-mat4/ortho\"),p=t(\"./lib/shader\"),d=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function g(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function m(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function v(t){return\"boolean\"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e){if(e=document.createElement(\"canvas\"),t.container)t.container.appendChild(e);else document.body.appendChild(e)}var r=t.gl;r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!r)throw new Error(\"webgl not supported\");var y=t.bounds||[[-10,-10,-10],[10,10,10]],x=new g,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},M=i(r,k);M.enable=!k.disable;var A=t.spikes||{},S=o(r,A),E=[],C=[],L=[],I=[],P=!0,z=!0,O=new Array(16),D=new Array(16),R={view:null,projection:O,model:D,_ortho:!1},F=(z=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),B=t.cameraObject||n(e,T),N={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:B,axes:M,axesPixels:null,spikes:S,bounds:y,objects:E,shape:F,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:v(t.autoResize),autoBounds:v(t.autoBounds),autoScale:!!t.autoScale,autoCenter:v(t.autoCenter),clipToBounds:v(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:R,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,z=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},j=[r.drawingBufferWidth/N.pixelRatio|0,r.drawingBufferHeight/N.pixelRatio|0];function U(){if(!N._stopped&&N.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*N.pixelRatio),a=0|Math.ceil(n*N.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",P=!0}}}N.autoResize&&U();function V(){for(var t=E.length,e=I.length,n=0;n<e;++n)L[n]=0;t:for(n=0;n<t;++n){var i=E[n],a=i.pickSlots;if(a){for(var o=0;o<e;++o)if(L[o]+a<255){C[n]=o,i.setPickBase(L[o]+1),L[o]+=a;continue t}var l=s(r,F);C[n]=e,I.push(l),L.push(a),i.setPickBase(1),e+=1}else C[n]=-1}for(;e>0&&0===L[e-1];)L.pop(),I.pop().dispose()}function q(){if(N.contextLost)return!0;r.isContextLost()&&(N.contextLost=!0,N.mouseListener.enabled=!1,N.selection.object=null,N.oncontextloss&&N.oncontextloss())}window.addEventListener(\"resize\",U),N.update=function(t){N._stopped||(t=t||{},P=!0,z=!0)},N.add=function(t){N._stopped||(t.axes=M,E.push(t),C.push(-1),P=!0,z=!0,V())},N.remove=function(t){if(!N._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),C.pop(),P=!0,z=!0,V())}},N.dispose=function(){if(!N._stopped&&(N._stopped=!0,window.removeEventListener(\"resize\",U),e.removeEventListener(\"webglcontextlost\",q),N.mouseListener.enabled=!1,!N.contextLost)){M.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();b.dispose();for(t=0;t<I.length;++t)I[t].dispose();_.dispose(),r=null,M=null,S=null,E=[]}},N._mouseRotating=!1,N._prevButtons=0,N.enableMouseListeners=function(){N.mouseListener=u(e,(function(t,e,r){if(!N._stopped){var n=I.length,i=E.length,a=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&N._prevButtons)N._mouseRotating=!0;else{N._mouseRotating&&(z=!0),N._mouseRotating=!1;for(var s=0;s<n;++s){var l=I[s].query(e,j[1]-r-1,N.pickRadius);if(l){if(l.distance>x.distance)continue;for(var c=0;c<i;++c){var u=E[c];if(C[c]===s){var f=u.pick(l);f&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=u,x.index=f.distance,x.dataPosition=f.position,x.dataCoordinate=f.dataCoordinate,x.data=f,o=!0)}}}}}a&&a!==x.object&&(a.highlight&&a.highlight(null),P=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),P=!0),(o=o||x.object!==a)&&N.onselect&&N.onselect(x),1&t&&!(1&N._prevButtons)&&N.onclick&&N.onclick(x),N._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",q);var H=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],G=[H[0].slice(),H[1].slice()];function Y(){if(!q()){U();var t=N.camera.tick();R.view=N.camera.matrix,P=P||t,z=z||t,M.pixelRatio=N.pixelRatio,S.pixelRatio=N.pixelRatio;var e=E.length,n=H[0],i=H[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<e;++o){(L=E[o]).pixelRatio=N.pixelRatio,L.axes=N.axes,P=P||!!L.dirty,z=z||!!L.dirty;var s=L.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),i[p]=Math.max(i[p],u[p])}var d=N.bounds;if(N.autoBounds)for(p=0;p<3;++p){if(i[p]<n[p])n[p]=-1,i[p]=1;else{n[p]===i[p]&&(n[p]-=1,i[p]+=1);var g=.05*(i[p]-n[p]);n[p]=n[p]-g,i[p]=i[p]+g}d[0][p]=n[p],d[1][p]=i[p]}var v=!1;for(p=0;p<3;++p)v=v||G[0][p]!==d[0][p]||G[1][p]!==d[1][p],G[0][p]=d[0][p],G[1][p]=d[1][p];if(z=z||v,P=P||v){if(v){var y=[0,0,0];for(o=0;o<3;++o)y[o]=m((d[1][o]-d[0][o])/10);M.autoTicks?M.update({bounds:d,tickSpacing:y}):M.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;F[0]=T,F[1]=k,j[0]=0|Math.max(T/N.pixelRatio,1),j[1]=0|Math.max(k/N.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,i=n.projection,a=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,c=t.zFar,u=t.fovy,p=o/s;e?(h(i,-p,p,-1,1,l,c),n._ortho=!0):(f(i,u,p,l,c),n._ortho=!1);for(var d=0;d<16;++d)a[d]=0;a[15]=1;var g=0;for(d=0;d<3;++d)g=Math.max(g,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?a[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):a[5*d]=1/g,t.autoCenter&&(a[12+d]=.5*-a[5*d]*(r[0][d]+r[1][d]))}(N,w);for(o=0;o<e;++o){(L=E[o]).axesBounds=d,N.clipToBounds&&(L.clipBounds=d)}x.object&&(N.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),z&&(z=!1,function(){if(!q()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=I.length,n=0;n<e;++n){var i=I[n];i.shape=j,i.begin();for(var a=0;a<t;++a)if(C[a]===n){var o=E[a];o.drawPick&&(o.pixelRatio=1,o.drawPick(R))}i.end()}}}()),N.axesPixels=a(N.axes,R,T,k),N.onrender&&N.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),N.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var A=!1;M.enable&&(A=A||M.isTransparent(),M.draw(R)),S.axes=M,x.object&&S.draw(R),r.disable(r.CULL_FACE);for(o=0;o<e;++o){(L=E[o]).axes=M,L.pixelRatio=N.pixelRatio,L.isOpaque&&L.isOpaque()&&L.draw(R),L.isTransparent&&L.isTransparent()&&(A=!0)}if(A){b.shape=F,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),M.enable&&M.isTransparent()&&M.drawTransparent(R);for(o=0;o<e;++o){(L=E[o]).isOpaque&&L.isOpaque()&&L.draw(R)}r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),M.isTransparent()&&M.drawTransparent(R);for(o=0;o<e;++o){var L;(L=E[o]).isTransparent&&L.isTransparent()&&L.drawTransparent(R)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,c(r),r.disable(r.BLEND)}P=!1;for(o=0;o<e;++o)E[o].dirty=!1}}}return N.enableMouseListeners(),function t(){if(N._stopped||N.contextLost)return;Y(),requestAnimationFrame(t)}(),N.redraw=function(){N._stopped||(P=!0,Y())},N},createCamera:n}},{\"./camera.js\":318,\"./lib/shader\":319,\"a-big-triangle\":64,\"gl-axes3d\":250,\"gl-axes3d/properties\":258,\"gl-fbo\":269,\"gl-mat4/ortho\":296,\"gl-mat4/perspective\":297,\"gl-select-static\":334,\"gl-spikes3d\":345,\"is-mobile\":467,\"mouse-change\":483}],322:[function(t,e,r){var n=t(\"glslify\");r.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),r.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),r.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),r.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},{glslify:323}],323:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],324:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"typedarray-pool\"),o=t(\"./lib/shader\");function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,a=i(r),l=i(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),f=new s(t,a,l,c,u);return f.update(e),t.addObject(f),f};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),c=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),i||a.free(l),o||a.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,i=this.plot.dataBox;if(0===this.pointCount)return t;var a=i[2]-i[0],o=i[3]-i[1],s=function(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var f=n.getParameter(n.BLEND),h=n.getParameter(n.DITHER);return f&&!this.blend&&n.disable(n.BLEND),h&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),f&&!this.blend&&n.enable(n.BLEND),h&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},{\"./lib/shader\":322,\"gl-buffer\":259,\"gl-shader\":335,\"typedarray-pool\":595}],325:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c=e[0],u=e[1],f=e[2],h=e[3],p=r[0],d=r[1],g=r[2],m=r[3];(a=c*p+u*d+f*g+h*m)<0&&(a=-a,p=-p,d=-d,g=-g,m=-m);1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*f+l*g,t[3]=s*h+l*m,t}},{}],326:[function(t,e,r){\"use strict\";e.exports=function(t){return t||0===t?t.toString():\"\"}},{}],327:[function(t,e,r){\"use strict\";var n=t(\"vectorize-text\");e.exports=function(t,e,r){var a=i[e];a||(a=i[e]={});if(t in a)return a[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(c=0;c<s.positions[l].length;++c)s.positions[l][c]/=r;for(l=0;l<u.positions.length;++l)for(c=0;c<u.positions[l].length;++c)u.positions[l][c]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=u.positions.length;for(l=0;l<h;++l){var p=u.positions[l];for(c=0;c<2;++c)f[0][c]=Math.min(f[0][c],p[c]),f[1][c]=Math.max(f[1][c],p[c])}return a[t]=[s,u,f]};var i={}},{\"vectorize-text\":600}],328:[function(t,e,r){var n=t(\"gl-shader\"),i=t(\"glslify\"),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),c=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),u=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],f={vertex:a,fragment:l,attributes:u},h={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:a,fragment:c,attributes:u},g={vertex:o,fragment:c,attributes:u},m={vertex:s,fragment:c,attributes:u};function v(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}r.createPerspective=function(t){return v(t,f)},r.createOrtho=function(t){return v(t,h)},r.createProject=function(t){return v(t,p)},r.createPickPerspective=function(t){return v(t,d)},r.createPickOrtho=function(t){return v(t,g)},r.createPickProject=function(t){return v(t,m)}},{\"gl-shader\":335,glslify:329}],329:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],330:[function(t,e,r){\"use strict\";var n=t(\"is-string-blank\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"typedarray-pool\"),s=t(\"gl-mat4/multiply\"),l=t(\"./lib/shaders\"),c=t(\"./lib/glyphs\"),u=t(\"./lib/get-simple-string\"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function p(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function g(t){return!0===t||t>1?1:t}function m(t,e,r,n,i,a,o,s,l,c,u,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=f,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),f=i(e),h=i(e),p=i(e),d=i(e),g=a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),v=new m(e,r,n,o,f,h,p,d,g,s,c,u);return v.update(t),v};var v=m.prototype;v.pickSlots=1,v.setPickBase=function(t){this.pickId=t},v.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},v.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=f.slice(),k=[0,0,0],M=[[0,0,0],[0,0,0]];function A(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function C(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||f,u=r.view||f,h=r.projection||f,d=e.axesBounds,g=function(t){for(var e=M,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=h,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=g,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var m=0;m<3;++m)if(a[m]){l.scale=e.projectScale[m],l.opacity=e.projectOpacity[m];for(var v=T,C=0;C<16;++C)v[C]=0;for(C=0;C<4;++C)v[5*C]=1;v[5*m]=0,i[m]<0?v[12+m]=d[0][m]:v[12+m]=d[1][m],s(v,c,v),l.model=v;var L=(m+1)%3,I=(m+2)%3,P=A(x),z=A(b);P[L]=1,z[I]=1;var O=p(0,0,0,S(_,P)),D=p(0,0,0,S(w,z));if(Math.abs(O[1])>Math.abs(D[1])){var R=O;O=D,D=R,R=P,P=z,z=R;var F=L;L=I,I=F}O[0]<0&&(P[L]=-1),D[1]>0&&(z[I]=-1);var B=0,N=0;for(C=0;C<4;++C)B+=Math.pow(c[4*L+C],2),N+=Math.pow(c[4*I+C],2);P[L]/=Math.sqrt(B),z[I]/=Math.sqrt(N),l.axes[0]=P,l.axes[1]=z,l.fragClipBounds[0]=E(k,g[0],m,-1e8),l.fragClipBounds[1]=E(k,g[1],m,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var L=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function I(t,e,r,n,i,a,o){var s=r.gl;if((a===r.projectHasAlpha||o)&&C(e,r,n,i),a===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||f,l.view=n.view||f,l.projection=n.projection||f,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=L,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=i,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*i),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function P(t,e,r,i){var a;a=Array.isArray(t)?e<t.length?t[e]:void 0:t,a=u(a);var o=!0;n(a)&&(a=\"\\u25bc\",o=!1);var s=c(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}v.draw=function(t){I(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},v.drawTransparent=function(t){I(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},v.drawPick=function(t){I(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},v.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},v.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},v.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=g(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=g(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||\"normal\",c=t.alignment||[0,0];if(2===c.length)i=c[0],a=c[1];else{i=[],a=[];for(n=0;n<c.length;++n)i[n]=c[n][0],a[n]=c[n][1]}var u=[1/0,1/0,1/0],f=[-1/0,-1/0,-1/0],h=t.glyph,p=t.color,d=t.size,m=t.angle,v=t.lineColor,y=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],T=0;T<3;++T)if(isNaN(w[T])||!isFinite(w[T]))continue t;var k=(N=P(h,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;x+=3*k.cells.length,b+=2*M.edges.length}}var S=x+b,E=o.mallocFloat(3*S),C=o.mallocFloat(4*S),L=o.mallocFloat(2*S),I=o.mallocUint32(S);if(S>0){var z=0,O=x,D=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(v)&&Array.isArray(v[0]);t:for(n=0;n<_;++n){y+=1;for(w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;f[T]=Math.max(f[T],w[T]),u[T]=Math.min(u[T],w[T])}k=(N=P(h,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(T=0;T<3;++T)D[T]=U[T];D[3]=1}else if(4===U.length){for(T=0;T<4;++T)D[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else D[0]=D[1]=D[2]=0,D[3]=1;else D=[1,1,1,0];if(j)if(Array.isArray(v)){var U;if(3===(U=B?n<v.length?v[n]:[0,0,0,0]:v).length){for(T=0;T<3;++T)R[T]=U[T];R[T]=1}else if(4===U.length){for(T=0;T<4;++T)R[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var V=.5;j?Array.isArray(d)?V=n<d.length?+d[n]:12:d?V=+d:this.useOrtho&&(V=12):V=0;var q=0;Array.isArray(m)?q=n<m.length?+m[n]:0:m&&(q=+m);var H=Math.cos(q),G=Math.sin(q);for(w=s[n],T=0;T<3;++T)f[T]=Math.max(f[T],w[T]),u[T]=Math.min(u[T],w[T]);var Y=i,W=a;Y=0;Array.isArray(i)?Y=n<i.length?i[n]:0:i&&(Y=i);W=0;Array.isArray(a)?W=n<a.length?a[n]:0:a&&(W=a);var X=[Y*=Y>0?1-A[0][0]:Y<0?1+A[1][0]:1,W*=W>0?1-A[0][1]:W<0?1+A[1][1]:1],Z=k.cells||[],J=k.positions||[];for(T=0;T<Z.length;++T)for(var K=Z[T],Q=0;Q<3;++Q){for(var $=0;$<3;++$)E[3*z+$]=w[$];for($=0;$<4;++$)C[4*z+$]=D[$];I[z]=y;var tt=J[K[Q]];L[2*z]=V*(H*tt[0]-G*tt[1]+X[0]),L[2*z+1]=V*(G*tt[0]+H*tt[1]+X[1]),z+=1}for(Z=M.edges,J=M.positions,T=0;T<Z.length;++T)for(K=Z[T],Q=0;Q<2;++Q){for($=0;$<3;++$)E[3*O+$]=w[$];for($=0;$<4;++$)C[4*O+$]=R[$];I[O]=y;tt=J[K[Q]];L[2*O]=V*(H*tt[0]-G*tt[1]+X[0]),L[2*O+1]=V*(G*tt[0]+H*tt[1]+X[1]),O+=1}}}this.bounds=[u,f],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(C),this.glyphBuffer.update(L),this.idBuffer.update(I),o.free(E),o.free(C),o.free(L),o.free(I)},v.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},{\"./lib/get-simple-string\":326,\"./lib/glyphs\":327,\"./lib/shaders\":328,\"gl-buffer\":259,\"gl-mat4/multiply\":295,\"gl-vao\":358,\"is-string-blank\":470,\"typedarray-pool\":595}],331:[function(t,e,r){\"use strict\";var n=t(\"glslify\");r.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),r.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},{glslify:332}],332:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],333:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"./lib/shaders\");function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}e.exports=function(t,e){var r=t.gl,s=i(r,[0,0,0,1,1,0,1,1]),l=n(r,a.boxVertex,a.boxFragment),c=new o(t,s,l);return c.update(e),t.addOverlay(c),c};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),i=(this.outerFill,this.outerColor),a=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,c=t.viewBox,u=t.pixelRatio,f=(e[0]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],h=(e[1]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1],p=(e[2]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],d=(e[3]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1];if(f=Math.max(f,c[0]),h=Math.max(h,c[1]),p=Math.min(p,c[2]),d=Math.min(d,c[3]),!(p<f||d<h)){o.bind();var g=s[2]-s[0],m=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,g,h,i),o.drawBox(0,h,f,d,i),o.drawBox(0,d,g,m,i),o.drawBox(p,h,g,d,i)),this.innerFill&&o.drawBox(f,h,p,d,n),r>0){var v=r*u;o.drawBox(f-v,h-v,p+v,h+v,a),o.drawBox(f-v,d-v,p+v,d+v,a),o.drawBox(f-v,h-v,f+v,d+v,a),o.drawBox(p-v,h-v,p+v,d+v,a)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},{\"./lib/shaders\":331,\"gl-buffer\":259,\"gl-shader\":335}],334:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=e[0],a=e[1],o=n(t,r,a,{}),s=i.mallocUint8(r*a*4);return new l(t,o,s)};var n=t(\"gl-fbo\"),i=t(\"typedarray-pool\"),a=t(\"ndarray\"),o=t(\"bit-twiddle\").nextPow2;function s(t,e,r,n,i){this.coord=[t,e],this.id=r,this.value=n,this.distance=i}function l(t,e,r){this.gl=t,this.fbo=e,this.buffer=r,this._readTimeout=null;var n=this;this._readCallback=function(){n.gl&&(e.bind(),t.readPixels(0,0,e.shape[0],e.shape[1],t.RGBA,t.UNSIGNED_BYTE,n.buffer),n._readTimeout=null)}}var c=l.prototype;Object.defineProperty(c,\"shape\",{get:function(){return this.gl?this.fbo.shape.slice():[0,0]},set:function(t){if(this.gl){this.fbo.shape=t;var e=this.fbo.shape[0],r=this.fbo.shape[1];if(r*e*4>this.buffer.length){i.free(this.buffer);for(var n=this.buffer=i.mallocUint8(o(r*e*4)),a=0;a<r*e*4;++a)n[a]=255}return t}}}),c.begin=function(){var t=this.gl;this.shape;t&&(this.fbo.bind(),t.clearColor(1,1,1,1),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT))},c.end=function(){var t=this.gl;t&&(t.bindFramebuffer(t.FRAMEBUFFER,null),this._readTimeout||clearTimeout(this._readTimeout),this._readTimeout=setTimeout(this._readCallback,1))},c.query=function(t,e,r){if(!this.gl)return null;var n=this.fbo.shape.slice();t|=0,e|=0,\"number\"!=typeof r&&(r=1);var i=0|Math.min(Math.max(t-r,0),n[0]),o=0|Math.min(Math.max(t+r,0),n[0]),l=0|Math.min(Math.max(e-r,0),n[1]),c=0|Math.min(Math.max(e+r,0),n[1]);if(o<=i||c<=l)return null;var u=[o-i,c-l],f=a(this.buffer,[u[0],u[1],4],[4,4*n[0],1],4*(i+n[0]*l)),h=function(t,e,r){for(var n=1e8,i=-1,a=-1,o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var c=0;c<s;c++){var u=t.get(l,c,0),f=t.get(l,c,1),h=t.get(l,c,2),p=t.get(l,c,3);if(u<255||f<255||h<255||p<255){var d=e-l,g=r-c,m=d*d+g*g;m<n&&(n=m,i=l,a=c)}}return[i,a,n]}(f.hi(u[0],u[1],1),r,r),p=h[0],d=h[1];return p<0||Math.pow(this.radius,2)<h[2]?null:new s(p+i|0,d+l|0,f.get(p,d,0),[f.get(p,d,1),f.get(p,d,2),f.get(p,d,3)],Math.sqrt(h[2]))},c.dispose=function(){this.gl&&(this.fbo.dispose(),i.free(this.buffer),this.gl=null,this._readTimeout&&clearTimeout(this._readTimeout))}},{\"bit-twiddle\":97,\"gl-fbo\":269,ndarray:495,\"typedarray-pool\":595}],335:[function(t,e,r){\"use strict\";var n=t(\"./lib/create-uniforms\"),i=t(\"./lib/create-attributes\"),a=t(\"./lib/reflect\"),o=t(\"./lib/shader-cache\"),s=t(\"./lib/runtime-reflect\"),l=t(\"./lib/GLError\");function c(t){this.gl=t,this.gl.lastAttribCount=0,this._vref=this._fref=this._relink=this.vertShader=this.fragShader=this.program=this.attributes=this.uniforms=this.types=null}var u=c.prototype;function f(t,e){return t.name<e.name?-1:1}u.bind=function(){var t;this.program||this._relink();var e=this.gl.getProgramParameter(this.program,this.gl.ACTIVE_ATTRIBUTES),r=this.gl.lastAttribCount;if(e>r)for(t=r;t<e;t++)this.gl.enableVertexAttribArray(t);else if(r>e)for(t=e;t<r;t++)this.gl.disableVertexAttribArray(t);this.gl.lastAttribCount=e,this.gl.useProgram(this.program)},u.dispose=function(){for(var t=this.gl.lastAttribCount,e=0;e<t;e++)this.gl.disableVertexAttribArray(e);this.gl.lastAttribCount=0,this._fref&&this._fref.dispose(),this._vref&&this._vref.dispose(),this.attributes=this.types=this.vertShader=this.fragShader=this.program=this._relink=this._fref=this._vref=null},u.update=function(t,e,r,c){if(!e||1===arguments.length){var u=t;t=u.vertex,e=u.fragment,r=u.uniforms,c=u.attributes}var h=this,p=h.gl,d=h._vref;h._vref=o.shader(p,p.VERTEX_SHADER,t),d&&d.dispose(),h.vertShader=h._vref.shader;var g=this._fref;if(h._fref=o.shader(p,p.FRAGMENT_SHADER,e),g&&g.dispose(),h.fragShader=h._fref.shader,!r||!c){var m=p.createProgram();if(p.attachShader(m,h.fragShader),p.attachShader(m,h.vertShader),p.linkProgram(m),!p.getProgramParameter(m,p.LINK_STATUS)){var v=p.getProgramInfoLog(m);throw new l(v,\"Error linking program:\"+v)}r=r||s.uniforms(p,m),c=c||s.attributes(p,m),p.deleteProgram(m)}(c=c.slice()).sort(f);var y,x=[],b=[],_=[];for(y=0;y<c.length;++y){var w=c[y];if(w.type.indexOf(\"mat\")>=0){for(var T=0|w.type.charAt(w.type.length-1),k=new Array(T),M=0;M<T;++M)k[M]=_.length,b.push(w.name+\"[\"+M+\"]\"),\"number\"==typeof w.location?_.push(w.location+M):Array.isArray(w.location)&&w.location.length===T&&\"number\"==typeof w.location[M]?_.push(0|w.location[M]):_.push(-1);x.push({name:w.name,type:w.type,locations:k})}else x.push({name:w.name,type:w.type,locations:[_.length]}),b.push(w.name),\"number\"==typeof w.location?_.push(0|w.location):_.push(-1)}var A=0;for(y=0;y<_.length;++y)if(_[y]<0){for(;_.indexOf(A)>=0;)A+=1;_[y]=A}var S=new Array(r.length);function E(){h.program=o.program(p,h._vref,h._fref,b,_);for(var t=0;t<r.length;++t)S[t]=p.getUniformLocation(h.program,r[t].name)}E(),h._relink=E,h.types={uniforms:a(r),attributes:a(c)},h.attributes=i(p,h,x,_),Object.defineProperty(h,\"uniforms\",n(p,h,r,S))},e.exports=function(t,e,r,n,i){var a=new c(t);return a.update(e,r,n,i),a}},{\"./lib/GLError\":336,\"./lib/create-attributes\":337,\"./lib/create-uniforms\":338,\"./lib/reflect\":339,\"./lib/runtime-reflect\":340,\"./lib/shader-cache\":341}],336:[function(t,e,r){function n(t,e,r){this.shortMessage=e||\"\",this.longMessage=r||\"\",this.rawError=t||\"\",this.message=\"gl-shader: \"+(e||t||\"\")+(r?\"\\n\"+r:\"\"),this.stack=(new Error).stack}n.prototype=new Error,n.prototype.name=\"GLError\",n.prototype.constructor=n,e.exports=n},{}],337:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,i){for(var a={},l=0,c=r.length;l<c;++l){var u=r[l],f=u.name,h=u.type,p=u.locations;switch(h){case\"bool\":case\"int\":case\"float\":o(t,e,p[0],i,1,a,f);break;default:if(h.indexOf(\"vec\")>=0){if((d=h.charCodeAt(h.length-1)-48)<2||d>4)throw new n(\"\",\"Invalid data type for attribute \"+f+\": \"+h);o(t,e,p[0],i,d,a,f)}else{if(!(h.indexOf(\"mat\")>=0))throw new n(\"\",\"Unknown data type for attribute \"+f+\": \"+h);var d;if((d=h.charCodeAt(h.length-1)-48)<2||d>4)throw new n(\"\",\"Invalid data type for attribute \"+f+\": \"+h);s(t,e,p,i,d,a,f)}}}return a};var n=t(\"./GLError\");function i(t,e,r,n,i,a){this._gl=t,this._wrapper=e,this._index=r,this._locations=n,this._dimension=i,this._constFunc=a}var a=i.prototype;function o(t,e,r,n,a,o,s){for(var l=[\"gl\",\"v\"],c=[],u=0;u<a;++u)l.push(\"x\"+u),c.push(\"x\"+u);l.push(\"if(x0.length===void 0){return gl.vertexAttrib\"+a+\"f(v,\"+c.join()+\")}else{return gl.vertexAttrib\"+a+\"fv(v,x0)}\");var f=Function.apply(null,l),h=new i(t,e,r,n,a,f);Object.defineProperty(o,s,{set:function(e){return t.disableVertexAttribArray(n[r]),f(t,n[r],e),e},get:function(){return h},enumerable:!0})}function s(t,e,r,n,i,a,s){for(var l=new Array(i),c=new Array(i),u=0;u<i;++u)o(t,e,r[u],n,i,l,u),c[u]=l[u];Object.defineProperty(l,\"location\",{set:function(t){if(Array.isArray(t))for(var e=0;e<i;++e)c[e].location=t[e];else for(e=0;e<i;++e)c[e].location=t+e;return t},get:function(){for(var t=new Array(i),e=0;e<i;++e)t[e]=n[r[e]];return t},enumerable:!0}),l.pointer=function(e,a,o,s){e=e||t.FLOAT,a=!!a,o=o||i*i,s=s||0;for(var l=0;l<i;++l){var c=n[r[l]];t.vertexAttribPointer(c,i,e,a,o,s+l*i),t.enableVertexAttribArray(c)}};var f=new Array(i),h=t[\"vertexAttrib\"+i+\"fv\"];Object.defineProperty(a,s,{set:function(e){for(var a=0;a<i;++a){var o=n[r[a]];if(t.disableVertexAttribArray(o),Array.isArray(e[0]))h.call(t,o,e[a]);else{for(var s=0;s<i;++s)f[s]=e[i*a+s];h.call(t,o,f)}}return e},get:function(){return l},enumerable:!0})}a.pointer=function(t,e,r,n){var i=this._gl,a=this._locations[this._index];i.vertexAttribPointer(a,this._dimension,t||i.FLOAT,!!e,r||0,n||0),i.enableVertexAttribArray(a)},a.set=function(t,e,r,n){return this._constFunc(this._locations[this._index],t,e,r,n)},Object.defineProperty(a,\"location\",{get:function(){return this._locations[this._index]},set:function(t){return t!==this._locations[this._index]&&(this._locations[this._index]=0|t,this._wrapper.program=null),0|t}})},{\"./GLError\":336}],338:[function(t,e,r){\"use strict\";var n=t(\"./reflect\"),i=t(\"./GLError\");function a(t){return new Function(\"y\",\"return function(){return y}\")(t)}function o(t,e){for(var r=new Array(t),n=0;n<t;++n)r[n]=e;return r}e.exports=function(t,e,r,s){function l(t,e,r){switch(r){case\"bool\":case\"int\":case\"sampler2D\":case\"samplerCube\":return\"gl.uniform1i(locations[\"+e+\"],obj\"+t+\")\";case\"float\":return\"gl.uniform1f(locations[\"+e+\"],obj\"+t+\")\";default:var n=r.indexOf(\"vec\");if(!(0<=n&&n<=1&&r.length===4+n)){if(0===r.indexOf(\"mat\")&&4===r.length){var a;if((a=r.charCodeAt(r.length-1)-48)<2||a>4)throw new i(\"\",\"Invalid uniform dimension type for matrix \"+name+\": \"+r);return\"gl.uniformMatrix\"+a+\"fv(locations[\"+e+\"],false,obj\"+t+\")\"}throw new i(\"\",\"Unknown uniform data type for \"+name+\": \"+r)}if((a=r.charCodeAt(r.length-1)-48)<2||a>4)throw new i(\"\",\"Invalid data type\");switch(r.charAt(0)){case\"b\":case\"i\":return\"gl.uniform\"+a+\"iv(locations[\"+e+\"],obj\"+t+\")\";case\"v\":return\"gl.uniform\"+a+\"fv(locations[\"+e+\"],obj\"+t+\")\";default:throw new i(\"\",\"Unrecognized data type for vector \"+name+\": \"+r)}}}function c(e){for(var n=[\"return function updateProperty(obj){\"],i=function t(e,r){if(\"object\"!=typeof r)return[[e,r]];var n=[];for(var i in r){var a=r[i],o=e;parseInt(i)+\"\"===i?o+=\"[\"+i+\"]\":o+=\".\"+i,\"object\"==typeof a?n.push.apply(n,t(o,a)):n.push([o,a])}return n}(\"\",e),a=0;a<i.length;++a){var o=i[a],c=o[0],u=o[1];s[u]&&n.push(l(c,u,r[u].type))}return n.push(\"return obj}\"),new Function(\"gl\",\"locations\",n.join(\"\\n\"))(t,s)}function u(n,l,u){if(\"object\"==typeof u){var h=f(u);Object.defineProperty(n,l,{get:a(h),set:c(u),enumerable:!0,configurable:!1})}else s[u]?Object.defineProperty(n,l,{get:(p=u,new Function(\"gl\",\"wrapper\",\"locations\",\"return function(){return gl.getUniform(wrapper.program,locations[\"+p+\"])}\")(t,e,s)),set:c(u),enumerable:!0,configurable:!1}):n[l]=function(t){switch(t){case\"bool\":return!1;case\"int\":case\"sampler2D\":case\"samplerCube\":case\"float\":return 0;default:var e=t.indexOf(\"vec\");if(0<=e&&e<=1&&t.length===4+e){if((r=t.charCodeAt(t.length-1)-48)<2||r>4)throw new i(\"\",\"Invalid data type\");return\"b\"===t.charAt(0)?o(r,!1):o(r,0)}if(0===t.indexOf(\"mat\")&&4===t.length){var r;if((r=t.charCodeAt(t.length-1)-48)<2||r>4)throw new i(\"\",\"Invalid uniform dimension type for matrix \"+name+\": \"+t);return o(r*r,0)}throw new i(\"\",\"Unknown uniform data type for \"+name+\": \"+t)}}(r[u].type);var p}function f(t){var e;if(Array.isArray(t)){e=new Array(t.length);for(var r=0;r<t.length;++r)u(e,r,t[r])}else for(var n in e={},t)u(e,n,t[n]);return e}var h=n(r,!0);return{get:a(f(h)),set:c(h),enumerable:!0,configurable:!0}}},{\"./GLError\":336,\"./reflect\":339}],339:[function(t,e,r){\"use strict\";e.exports=function(t,e){for(var r={},n=0;n<t.length;++n)for(var i=t[n].name.split(\".\"),a=r,o=0;o<i.length;++o){var s=i[o].split(\"[\");if(s.length>1){s[0]in a||(a[s[0]]=[]),a=a[s[0]];for(var l=1;l<s.length;++l){var c=parseInt(s[l]);l<s.length-1||o<i.length-1?(c in a||(l<s.length-1?a[c]=[]:a[c]={}),a=a[c]):a[c]=e?n:t[n].type}}else o<i.length-1?(s[0]in a||(a[s[0]]={}),a=a[s[0]]):a[s[0]]=e?n:t[n].type}return r}},{}],340:[function(t,e,r){\"use strict\";r.uniforms=function(t,e){for(var r=t.getProgramParameter(e,t.ACTIVE_UNIFORMS),n=[],i=0;i<r;++i){var o=t.getActiveUniform(e,i);if(o){var s=a(t,o.type);if(o.size>1)for(var l=0;l<o.size;++l)n.push({name:o.name.replace(\"[0]\",\"[\"+l+\"]\"),type:s});else n.push({name:o.name,type:s})}}return n},r.attributes=function(t,e){for(var r=t.getProgramParameter(e,t.ACTIVE_ATTRIBUTES),n=[],i=0;i<r;++i){var o=t.getActiveAttrib(e,i);o&&n.push({name:o.name,type:a(t,o.type)})}return n};var n={FLOAT:\"float\",FLOAT_VEC2:\"vec2\",FLOAT_VEC3:\"vec3\",FLOAT_VEC4:\"vec4\",INT:\"int\",INT_VEC2:\"ivec2\",INT_VEC3:\"ivec3\",INT_VEC4:\"ivec4\",BOOL:\"bool\",BOOL_VEC2:\"bvec2\",BOOL_VEC3:\"bvec3\",BOOL_VEC4:\"bvec4\",FLOAT_MAT2:\"mat2\",FLOAT_MAT3:\"mat3\",FLOAT_MAT4:\"mat4\",SAMPLER_2D:\"sampler2D\",SAMPLER_CUBE:\"samplerCube\"},i=null;function a(t,e){if(!i){var r=Object.keys(n);i={};for(var a=0;a<r.length;++a){var o=r[a];i[t[o]]=n[o]}}return i[e]}},{}],341:[function(t,e,r){\"use strict\";r.shader=function(t,e,r){return u(t).getShaderReference(e,r)},r.program=function(t,e,r,n,i){return u(t).getProgram(e,r,n,i)};var n=t(\"./GLError\"),i=t(\"gl-format-compiler-error\"),a=new(\"undefined\"==typeof WeakMap?t(\"weakmap-shim\"):WeakMap),o=0;function s(t,e,r,n,i,a,o){this.id=t,this.src=e,this.type=r,this.shader=n,this.count=a,this.programs=[],this.cache=o}function l(t){this.gl=t,this.shaders=[{},{}],this.programs={}}s.prototype.dispose=function(){if(0==--this.count){for(var t=this.cache,e=t.gl,r=this.programs,n=0,i=r.length;n<i;++n){var a=t.programs[r[n]];a&&(delete t.programs[n],e.deleteProgram(a))}e.deleteShader(this.shader),delete t.shaders[this.type===e.FRAGMENT_SHADER|0][this.src]}};var c=l.prototype;function u(t){var e=a.get(t);return e||(e=new l(t),a.set(t,e)),e}c.getShaderReference=function(t,e){var r=this.gl,a=this.shaders[t===r.FRAGMENT_SHADER|0],l=a[e];if(l&&r.isShader(l.shader))l.count+=1;else{var c=function(t,e,r){var a=t.createShader(e);if(t.shaderSource(a,r),t.compileShader(a),!t.getShaderParameter(a,t.COMPILE_STATUS)){var o=t.getShaderInfoLog(a);try{var s=i(o,r,e)}catch(t){throw console.warn(\"Failed to format compiler error: \"+t),new n(o,\"Error compiling shader:\\n\"+o)}throw new n(o,s.short,s.long)}return a}(r,t,e);l=a[e]=new s(o++,e,t,c,[],1,this)}return l},c.getProgram=function(t,e,r,i){var a=[t.id,e.id,r.join(\":\"),i.join(\":\")].join(\"@\"),o=this.programs[a];return o&&this.gl.isProgram(o)||(this.programs[a]=o=function(t,e,r,i,a){var o=t.createProgram();t.attachShader(o,e),t.attachShader(o,r);for(var s=0;s<i.length;++s)t.bindAttribLocation(o,a[s],i[s]);if(t.linkProgram(o),!t.getProgramParameter(o,t.LINK_STATUS)){var l=t.getProgramInfoLog(o);throw new n(l,\"Error linking program: \"+l)}return o}(this.gl,t.shader,e.shader,r,i),t.programs.push(a),e.programs.push(a)),o}},{\"./GLError\":336,\"gl-format-compiler-error\":270,\"weakmap-shim\":605}],342:[function(t,e,r){\"use strict\";function n(t){this.plot=t,this.enable=[!0,!0,!1,!1],this.width=[1,1,1,1],this.color=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.center=[1/0,1/0]}e.exports=function(t,e){var r=new n(t);return r.update(e),t.addOverlay(r),r};var i=n.prototype;i.update=function(t){t=t||{},this.enable=(t.enable||[!0,!0,!1,!1]).slice(),this.width=(t.width||[1,1,1,1]).slice(),this.color=(t.color||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]).map((function(t){return t.slice()})),this.center=(t.center||[1/0,1/0]).slice(),this.plot.setOverlayDirty()},i.draw=function(){var t=this.enable,e=this.width,r=this.color,n=this.center,i=this.plot,a=i.line,o=i.dataBox,s=i.viewBox;if(a.bind(),o[0]<=n[0]&&n[0]<=o[2]&&o[1]<=n[1]&&n[1]<=o[3]){var l=s[0]+(n[0]-o[0])/(o[2]-o[0])*(s[2]-s[0]),c=s[1]+(n[1]-o[1])/(o[3]-o[1])*(s[3]-s[1]);t[0]&&a.drawLine(l,c,s[0],c,e[0],r[0]),t[1]&&a.drawLine(l,c,l,s[1],e[1],r[1]),t[2]&&a.drawLine(l,c,s[2],c,e[2],r[2]),t[3]&&a.drawLine(l,c,l,s[3],e[3],r[3])}},i.dispose=function(){this.plot.removeOverlay(this)}},{}],343:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],344:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, color;\\nattribute float weight;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 coordinates[3];\\nuniform vec4 colors[3];\\nuniform vec2 screenShape;\\nuniform float lineWidth;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vertexPosition = mix(coordinates[0],\\n    mix(coordinates[2], coordinates[1], 0.5 * (position + 1.0)), abs(position));\\n\\n  vec4 clipPos = projection * view * model * vec4(vertexPosition, 1.0);\\n  vec2 clipOffset = (projection * view * model * vec4(color, 0.0)).xy;\\n  vec2 delta = weight * clipOffset * screenShape;\\n  vec2 lineOffset = normalize(vec2(delta.y, -delta.x)) / screenShape;\\n\\n  gl_Position   = vec4(clipPos.xy + clipPos.w * 0.5 * lineWidth * lineOffset, clipPos.z, clipPos.w);\\n  fragColor     = color.x * colors[0] + color.y * colors[1] + color.z * colors[2];\\n}\\n\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  gl_FragColor = fragColor;\\n}\"]);e.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec3\"},{name:\"weight\",type:\"float\"}])}},{\"gl-shader\":335,glslify:343}],345:[function(t,e,r){\"use strict\";var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders/index\");e.exports=function(t,e){var r=[];function o(t,e,n,i,a,o){var s=[t,e,n,0,0,0,1];s[i+3]=1,s[i]=a,r.push.apply(r,s),s[6]=-1,r.push.apply(r,s),s[i]=o,r.push.apply(r,s),r.push.apply(r,s),s[6]=1,r.push.apply(r,s),s[i]=a,r.push.apply(r,s)}o(0,0,0,0,0,1),o(0,0,0,1,0,1),o(0,0,0,2,0,1),o(1,0,0,1,-1,1),o(1,0,0,2,-1,1),o(0,1,0,0,-1,1),o(0,1,0,2,-1,1),o(0,0,1,0,-1,1),o(0,0,1,1,-1,1);var l=n(t,r),c=i(t,[{type:t.FLOAT,buffer:l,size:3,offset:0,stride:28},{type:t.FLOAT,buffer:l,size:3,offset:12,stride:28},{type:t.FLOAT,buffer:l,size:1,offset:24,stride:28}]),u=a(t);u.attributes.position.location=0,u.attributes.color.location=1,u.attributes.weight.location=2;var f=new s(t,l,c,u);return f.update(e),f};var o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n,this.pixelRatio=1,this.bounds=[[-1e3,-1e3,-1e3],[1e3,1e3,1e3]],this.position=[0,0,0],this.lineWidth=[2,2,2],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.enabled=[!0,!0,!0],this.drawSides=[!0,!0,!0],this.axes=null}var l=s.prototype,c=[0,0,0],u=[0,0,0],f=[0,0];l.isTransparent=function(){return!1},l.drawTransparent=function(t){},l.draw=function(t){var e=this.gl,r=this.vao,n=this.shader;r.bind(),n.bind();var i,a=t.model||o,s=t.view||o,l=t.projection||o;this.axes&&(i=this.axes.lastCubeProps.axis);for(var h=c,p=u,d=0;d<3;++d)i&&i[d]<0?(h[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(h[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);f[0]=e.drawingBufferWidth,f[1]=e.drawingBufferHeight,n.uniforms.model=a,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,h,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=f;for(d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders/index\":344,\"gl-buffer\":259,\"gl-vao\":358}],346:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},{glslify:347}],347:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],348:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\"),i=t(\"gl-vec4\"),a=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e,r,a){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map((function(t){return function(t,e,r,a){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],f=[],h=[],p=[],d=[],g=0,m=0,v=i.create(),y=i.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),m=n.length(_)/a,v=i.create(),n.copy(v,_),v[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(h.length>0)for(T=0;T<8;T++){var k=(T+1)%8;c.push(h[T],p[T],p[k],p[k],h[k],h[T]),f.push(y,v,v,v,y,y),d.push(g,m,m,m,g,g);var M=c.length;u.push([M-6,M-5,M-4],[M-3,M-2,M-1])}var A=h;h=p,p=A;var S=y;y=v,v=S;var E=g;g=m,m=E}return{positions:c,cells:u,vectors:f,vertexIntensity:d}}(t,r,a,o)})),f=[],h=[],p=[],d=[];for(s=0;s<u.length;s++){var g=u[s],m=f.length;f=f.concat(g.positions),p=p.concat(g.vectors),d=d.concat(g.vertexIntensity);for(c=0;c<g.cells.length;c++){var v=g.cells[c],y=[];h.push(y);for(var x=0;x<v.length;x++)y.push(v[x]+m)}}return{positions:f,cells:h,vectors:p,vertexIntensity:d,colormap:e}},s=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var i=t[r];if(i===e)return r;if(i>e)return r-1}return r},l=function(t,e,r){return t<e?e:t>r?r:t},c=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var i=Math.abs(t[n]-t[n-1]);i<e&&(e=i)}return e};e.exports=function(t,e){var r=t.startingPositions,i=t.maxLength||1e3,u=t.tubeSize||1,f=t.absoluteTubeSize,h=t.gridFill||\"+x+y+z\",p={};-1!==h.indexOf(\"-x\")&&(p.reversedX=!0),-1!==h.indexOf(\"-y\")&&(p.reversedY=!0),-1!==h.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=a.indexOf(h.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var i=e.vectors,a=e.meshgrid,o=t[0],c=t[1],u=t[2],f=a[0].length,h=a[1].length,p=a[2].length,d=s(a[0],o),g=s(a[1],c),m=s(a[2],u),v=d+1,y=g+1,x=m+1;if(d=l(d,0,f-1),v=l(v,0,f-1),g=l(g,0,h-1),y=l(y,0,h-1),m=l(m,0,p-1),x=l(x,0,p-1),d<0||g<0||m<0||v>f-1||y>h-1||x>p-1)return n.create();var b,_,w,T,k,M,A=a[0][d],S=a[0][v],E=a[1][g],C=a[1][y],L=a[2][m],I=(o-A)/(S-A),P=(c-E)/(C-E),z=(u-L)/(a[2][x]-L);switch(isFinite(I)||(I=.5),isFinite(P)||(P=.5),isFinite(z)||(z=.5),r.reversedX&&(d=f-1-d,v=f-1-v),r.reversedY&&(g=h-1-g,y=h-1-y),r.reversedZ&&(m=p-1-m,x=p-1-x),r.filled){case 5:k=m,M=x,w=g*p,T=y*p,b=d*p*h,_=v*p*h;break;case 4:k=m,M=x,b=d*p,_=v*p,w=g*p*f,T=y*p*f;break;case 3:w=g,T=y,k=m*h,M=x*h,b=d*h*p,_=v*h*p;break;case 2:w=g,T=y,b=d*h,_=v*h,k=m*h*f,M=x*h*f;break;case 1:b=d,_=v,k=m*f,M=x*f,w=g*f*p,T=y*f*p;break;default:b=d,_=v,w=g*f,T=y*f,k=m*f*h,M=x*f*h}var O=i[b+w+k],D=i[b+w+M],R=i[b+T+k],F=i[b+T+M],B=i[_+w+k],N=i[_+w+M],j=i[_+T+k],U=i[_+T+M],V=n.create(),q=n.create(),H=n.create(),G=n.create();n.lerp(V,O,B,I),n.lerp(q,D,N,I),n.lerp(H,R,j,I),n.lerp(G,F,U,I);var Y=n.create(),W=n.create();n.lerp(Y,V,H,P),n.lerp(W,q,G,P);var X=n.create();return n.lerp(X,Y,W,z),X}(e,t,p)},g=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},m=[],v=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<v||e>b||r<y||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/i,M=k*k,A=1,S=0,E=r.length;E>1&&(A=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,l=0;l<s;l++){var u=t[l],f=u[0],h=u[1],p=u[2];i[f]||(e.push(f),i[f]=!0),a[h]||(r.push(h),a[h]=!0),o[p]||(n.push(p),o[p]=!0)}var d=c(e),g=c(r),m=c(n),v=Math.min(d,g,m);return isFinite(v)?v:1}(r));for(var C=0;C<E;C++){var L=n.create();n.copy(L,r[C]);var I=[L],P=[],z=d(L),O=L;P.push(z);var D=[],R=g(L,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),m.push({points:I,velocities:P,divergences:D});for(var B=0;B<100*i&&I.length<i&&T(L);){B++;var N=n.clone(z),j=n.squaredLength(N);if(0===j)break;if(j>M&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,L),z=d(N),n.squaredDistance(O,N)-M>-1e-4*M){I.push(N),O=N,P.push(z);R=g(N,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}L=N}}var U=o(m,t.colormap,S,A);return f?U.tubeScale=f:(0===S&&(S=1),U.tubeScale=.5*u*A/S),U};var u=t(\"./lib/shaders\"),f=t(\"gl-cone3d\").createMesh;e.exports.createTubeMesh=function(t,e){return f(t,e,{shaders:u,traceType:\"streamtube\"})}},{\"./lib/shaders\":346,\"gl-cone3d\":260,\"gl-vec3\":377,\"gl-vec4\":413}],349:[function(t,e,r){var n=t(\"gl-shader\"),i=t(\"glslify\"),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color \\u2014 in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);r.createShader=function(t){var e=n(t,a,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,a,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{\"gl-shader\":335,glslify:350}],350:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],351:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=i(e),u=a(e,[{buffer:c,size:4,stride:40,offset:0},{buffer:c,size:3,stride:40,offset:16},{buffer:c,size:3,stride:40,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),g=o(e,1,256,e.RGBA,e.UNSIGNED_BYTE);g.minFilter=e.LINEAR,g.magFilter=e.LINEAR;var m=new A(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,g,s,l,f,h,p,d,[0,0,0]),v={levels:[[],[],[]]};for(var w in t)v[w]=t[w];return v.colormap=v.colormap||\"jet\",m.update(v),m};var n=t(\"bit-twiddle\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"typedarray-pool\"),l=t(\"colormap\"),c=t(\"ndarray-ops\"),u=t(\"ndarray-pack\"),f=t(\"ndarray\"),h=t(\"surface-nets\"),p=t(\"gl-mat4/multiply\"),d=t(\"gl-mat4/invert\"),g=t(\"binary-search-bounds\"),m=t(\"ndarray-gradient\"),v=t(\"./lib/shaders\"),y=v.createShader,x=v.createContourShader,b=v.createPickShader,_=v.createPickContourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],k=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function M(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=k[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();function A(t,e,r,n,i,a,o,l,c,u,h,p,d,g,m){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=m,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=h,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new M([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=g,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var S=A.prototype;S.genColormap=function(t,e){var r=!1,n=u([l({colormap:t,nshades:256,format:\"rgba\"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return c.divseq(n,255),this.hasAlphaScale=r,n},S.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},S.isOpaque=function(){return!this.isTransparent()},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var E=[0,0,0],C={showSurface:!1,showContour:!1,projections:[w.slice(),w.slice(),w.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function L(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||E,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=C.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var c=C.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)c[i][n]=t.clipBounds[i][n];c[0][r]=-1e8,c[1][r]=1e8}return C.showSurface=o,C.showContour=s,C}var I={model:w,view:w,projection:w,inverseModel:w.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},P=w.slice(),z=[1,0,0,0,1,0,0,0,1];function O(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=I;n.model=t.model||w,n.view=t.view||w,n.projection=t.projection||w,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=z,n.vertexColor=this.vertexColor;var s=P;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var c=s[12+i];for(o=0;o<3;++o)c+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=c/l}var u=L(n,this);if(u.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[i],this._shader.uniforms.clipBounds=u.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var h=this._contourVAO;for(h.bind(),i=0;i<3;++i)for(f.uniforms.permutation=k[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o<this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&&o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&&(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i<3;++i)for(f.uniforms.model=u.projections[i],f.uniforms.clipBounds=u.clipBounds[i],o=0;o<3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=k[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var g=0;g<this.contourLevels[o].length;++g)g===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==g&&g-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][g]&&(f.uniforms.height=this.contourLevels[o][g],h.draw(r.LINES,this._contourCounts[o][g],this._contourOffsets[o][g]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=k[i],r.lineWidth(this.dynamicWidth[i]*this.pixelRatio),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),o=0;o<3;++o)this.contourProject[o][i]&&(f.uniforms.model=u.projections[o],f.uniforms.clipBounds=u.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}S.draw=function(t){return O.call(this,t,!1)},S.drawTransparent=function(t){return O.call(this,t,!0)};var D={model:w,view:w,projection:w,inverseModel:w,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function R(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function F(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function B(t){if(Array.isArray(t)){if(Array.isArray(t))return[F(t[0]),F(t[1]),F(t[2])];var e=F(t);return[e.slice(),e.slice(),e.slice()]}}S.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=D;r.model=t.model||w,r.view=t.view||w,r.projection=t.projection||w,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=z;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=L(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=k[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=k[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var c=0;c<this.contourLevels[a].length;++c)this._contourCounts[a][c]&&(s.uniforms.height=this.contourLevels[a][c],l.draw(e.LINES,this._contourCounts[a][c],this._contourOffsets[a][c]))}l.unbind()}},S.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var f=u?a:1-a,h=0;h<2;++h)for(var p=i+u,d=s+h,m=f*(h?l:1-l),v=0;v<3;++v)c[v]+=this._field[v].get(p,d)*m;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=g.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][y[x]],_=this.contourLevels[x][y[x]+1];Math.abs(b-c[x])>Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],v=0;v<3;++v)r.dataCoordinate[v]=this._field[v].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},S.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=R(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=R(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=R(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=B(t.contourColor)),\"contourProject\"in t&&(this.contourProject=R(t.contourProject,(function(t){return R(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=B(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=R(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=R(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0),\"colormap\"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=f(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var c=l[o];for(v=0;v<2;++v)if(c.shape[v]!==a[v])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],c)}}else if(t.ticks){var u=t.ticks;if(!Array.isArray(u)||2!==u.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var p=u[o];if((Array.isArray(p)||p.length)&&(p=f(p)),p.shape[0]!==a[o])throw new Error(\"gl-surface: invalid tick length\");var d=f(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var g=[0,0];g[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],g,0)}this._field[0].set(0,0,0);for(var v=0;v<a[0];++v)this._field[0].set(v+1,0,v);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),v=0;v<a[1];++v)this._field[1].set(0,v+1,v);this._field[1].set(0,a[1]+1,a[1]-1)}var y=this._field,x=f(s.mallocFloat(3*y[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)m(x.pick(o),y[o],\"mirror\");var b=f(s.mallocFloat(3*y[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(v=0;v<a[1]+2;++v){var _=x.get(0,o,v,0),w=x.get(0,o,v,1),k=x.get(1,o,v,0),M=x.get(1,o,v,1),A=x.get(2,o,v,0),S=x.get(2,o,v,1),E=k*S-M*A,C=A*w-S*_,L=_*M-w*k,I=Math.sqrt(E*E+C*C+L*L);I<1e-8?(I=Math.max(Math.abs(E),Math.abs(C),Math.abs(L)))<1e-8?(L=1,C=E=0,I=1):I=1/I:I=1/Math.sqrt(I),b.set(o,v,0,E*I),b.set(o,v,1,C*I),b.set(o,v,2,L*I)}s.free(x.data);var P=[1/0,1/0,1/0],z=[-1/0,-1/0,-1/0],O=1/0,D=-1/0,F=(a[0]-1)*(a[1]-1)*6,N=s.mallocFloat(n.nextPow2(10*F)),j=0,U=0;for(o=0;o<a[0]-1;++o)t:for(v=0;v<a[1]-1;++v){for(var V=0;V<2;++V)for(var q=0;q<2;++q)for(var H=0;H<3;++H){var G=this._field[H].get(1+o+V,1+v+q);if(isNaN(G)||!isFinite(G))continue t}for(H=0;H<6;++H){var Y=o+T[H][0],W=v+T[H][1],X=this._field[0].get(Y+1,W+1),Z=this._field[1].get(Y+1,W+1);G=this._field[2].get(Y+1,W+1),E=b.get(Y+1,W+1,0),C=b.get(Y+1,W+1,1),L=b.get(Y+1,W+1,2),t.intensity&&(J=t.intensity.get(Y,W));var J=t.intensity?t.intensity.get(Y,W):G+this.objectOffset[2];N[j++]=Y,N[j++]=W,N[j++]=X,N[j++]=Z,N[j++]=G,N[j++]=0,N[j++]=J,N[j++]=E,N[j++]=C,N[j++]=L,P[0]=Math.min(P[0],X+this.objectOffset[0]),P[1]=Math.min(P[1],Z+this.objectOffset[1]),P[2]=Math.min(P[2],G+this.objectOffset[2]),O=Math.min(O,J),z[0]=Math.max(z[0],X+this.objectOffset[0]),z[1]=Math.max(z[1],Z+this.objectOffset[1]),z[2]=Math.max(z[2],G+this.objectOffset[2]),D=Math.max(D,J),U+=1}}for(t.intensityBounds&&(O=+t.intensityBounds[0],D=+t.intensityBounds[1]),o=6;o<j;o+=10)N[o]=(N[o]-O)/(D-O);this._vertexCount=U,this._coordinateBuffer.update(N.subarray(0,j)),s.freeFloat(N),s.free(b.data),this.bounds=[P,z],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===O&&this.intensityBounds[1]===D||(r=!0),this.intensityBounds=[O,D]}if(\"levels\"in t){var K=t.levels;for(K=Array.isArray(K[0])?K.slice():[[],[],K],o=0;o<3;++o)K[o]=K[o].slice(),K[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(v=0;v<K[o].length;++v)K[o][v]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(K[o].length!==this.contourLevels[o].length){r=!0;break}for(v=0;v<K[o].length;++v)if(K[o][v]!==this.contourLevels[o][v]){r=!0;break t}}this.contourLevels=K}if(r){y=this._field,a=this.shape;for(var Q=[],$=0;$<3;++$){var tt=this.contourLevels[$],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var it=h(this._field[$],tt[o]);et.push(Q.length/5|0),U=0;t:for(v=0;v<it.cells.length;++v){var at=it.cells[v];for(H=0;H<2;++H){var ot=it.positions[at[H]],st=ot[0],lt=0|Math.floor(st),ct=st-lt,ut=ot[1],ft=0|Math.floor(ut),ht=ut-ft,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var gt=($+dt+1)%3;for(V=0;V<2;++V){var mt=V?ct:1-ct;for(Y=0|Math.min(Math.max(lt+V,0),a[0]),q=0;q<2;++q){var vt=q?ht:1-ht;if(W=0|Math.min(Math.max(ft+q,0),a[1]),G=dt<2?this._field[gt].get(Y,W):(this.intensity.get(Y,W)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var yt=mt*vt;nt[dt]+=yt*G}}}if(pt){if(H>0){for(var xt=0;xt<5;++xt)Q.pop();U-=1}continue t}Q.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[$]=et,this._contourCounts[$]=rt}var bt=s.mallocFloat(Q.length);for(o=0;o<Q.length;++o)bt[o]=Q[o];this._contourBuffer.update(bt),s.freeFloat(bt)}},S.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},S.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],f=this._field[l],p=this._field[c],d=h(u,r[o]),g=d.cells,m=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<g.length;++e)for(var v=g[e],y=0;y<2;++y){var x=m[v[y]],b=+x[0],_=0|b,w=0|Math.min(_+1,i[0]),T=b-_,k=1-T,M=+x[1],A=0|M,S=0|Math.min(A+1,i[1]),E=M-A,C=1-E,L=k*C,I=k*E,P=T*C,z=T*E,O=L*f.get(_,A)+I*f.get(_,S)+P*f.get(w,A)+z*f.get(w,S),D=L*p.get(_,A)+I*p.get(_,S)+P*p.get(w,A)+z*p.get(w,S);if(isNaN(O)||isNaN(D)){y&&(n-=1);break}a[2*n+0]=O,a[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(a.subarray(0,2*n)),s.freeFloat(a)}}},{\"./lib/shaders\":349,\"binary-search-bounds\":96,\"bit-twiddle\":97,colormap:131,\"gl-buffer\":259,\"gl-mat4/invert\":293,\"gl-mat4/multiply\":295,\"gl-texture2d\":353,\"gl-vao\":358,ndarray:495,\"ndarray-gradient\":488,\"ndarray-ops\":490,\"ndarray-pack\":491,\"surface-nets\":570,\"typedarray-pool\":595}],352:[function(t,e,r){\"use strict\";var n=t(\"css-font\"),i=t(\"pick-by-alias\"),a=t(\"regl\"),o=t(\"gl-util/context\"),s=t(\"es6-weak-map\"),l=t(\"color-normalize\"),c=t(\"font-atlas\"),u=t(\"typedarray-pool\"),f=t(\"parse-rect\"),h=t(\"is-plain-obj\"),p=t(\"parse-unit\"),d=t(\"to-px\"),g=t(\"detect-kerning\"),m=t(\"object-assign\"),v=t(\"font-measure\"),y=t(\"flatten-vertex-data\"),x=t(\"bit-twiddle\").nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var T=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||a({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(h(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},stencil:{enable:!1},depth:{enable:!1},count:t.prop(\"count\"),offset:t.prop(\"offset\"),attributes:{charOffset:{offset:4,stride:8,buffer:t.this(\"sizeBuffer\")},width:{offset:0,stride:8,buffer:t.this(\"sizeBuffer\")},char:t.this(\"charBuffer\"),position:t.this(\"position\")},uniforms:{atlasSize:function(t,e){return[e.atlas.width,e.atlas.height]},atlasDim:function(t,e){return[e.atlas.cols,e.atlas.rows]},atlas:function(t,e){return e.atlas.texture},charStep:function(t,e){return e.atlas.step},em:function(t,e){return e.atlas.em},color:t.prop(\"color\"),opacity:t.prop(\"opacity\"),viewport:t.this(\"viewportArray\"),scale:t.this(\"scale\"),align:t.prop(\"align\"),baseline:t.prop(\"baseline\"),translate:t.this(\"translate\"),positionOffset:t.prop(\"positionOffset\")},primitive:\"points\",viewport:t.this(\"viewport\"),vert:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tattribute float width, charOffset, char;\\n\\t\\t\\tattribute vec2 position;\\n\\t\\t\\tuniform float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\t\"+(T.normalViewport?\"\":\"vec2 positionOffset = vec2(positionOffset.x,- positionOffset.y);\")+\"\\n\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ positionOffset))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\t\"+(T.normalViewport?\"position.y = 1. - position.y;\":\"\")+\"\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=i(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=f(t.viewport),T.normalViewport&&(this.viewport.y=this.canvas.height-this.viewport.y-this.viewport.height),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=y(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,a=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var i=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&i==e.font[r].baseString||(a=!0,e.font[r]=T.fonts[i],e.font[r]))){var c=t.family.join(\", \"),u=[t.style];t.style!=t.variant&&u.push(t.variant),t.variant!=t.weight&&u.push(t.weight),_&&t.weight!=t.stretch&&u.push(t.stretch),e.font[r]={baseString:i,family:c,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:v(c,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:u.join(\" \")})},T.fonts[i]=e.font[r]}})),(a||o)&&this.font.forEach((function(r,i){var a=n.stringify({size:e.fontSize[i],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[i]=e.shader.atlas[a],!e.fontAtlas[i]){var o=r.metrics;e.shader.atlas[a]=e.fontAtlas[i]={fontString:a,step:2*Math.ceil(e.fontSize[i]*o.bottom*.5),em:e.fontSize[i],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),h=0;h<s.length;h++)s[h]=t.text;t.text=s}if(null!=t.text||a){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join(\"\")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach((function(t,n){T.atlasContext.font=t.baseString;for(var i=e.fontAtlas[n],a=0;a<e.text.length;a++){var o=e.text.charAt(a);if(null==i.ids[o]&&(i.ids[o]=i.chars.length,i.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=T.atlasContext.measureText(o).width/T.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);m(t.kerning,g(t.family,{pairs:s}))}}}))}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,k=u.mallocFloat(2*this.count),M=0,A=0;M<this.counts.length;M++){var S=this.counts[M];if(w)for(var E=0;E<S;E++)k[A++]=t.position[2*M],k[A++]=t.position[2*M+1];else for(var C=0;C<S;C++)k[A++]=t.position[M][0],k[A++]=t.position[M][1]}this.position.call?this.position({type:\"float\",data:k}):this.position=this.regl.buffer({type:\"float\",data:k}),u.freeFloat(k)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||a){var L=u.mallocUint8(this.count),I=u.mallocFloat(2*this.count);this.textWidth=[];for(var P=0,z=0;P<this.counts.length;P++){for(var O=this.counts[P],D=this.font[P]||this.font[0],R=this.fontAtlas[P]||this.fontAtlas[0],F=0;F<O;F++){var B=this.text.charAt(z),N=this.text.charAt(z-1);if(L[z]=R.ids[B],I[2*z]=D.width[B],F){var j=I[2*z-2],U=I[2*z],V=I[2*z-1]+.5*j+.5*U;if(this.kerning){var q=D.kerning[N+B];q&&(V+=.001*q)}I[2*z+1]=V}else I[2*z+1]=.5*I[2*z];z++}this.textWidth.push(I.length?.5*I[2*z-2]+I[2*z-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:L,type:\"uint8\",usage:\"stream\"}),this.sizeBuffer({data:I,type:\"float\",usage:\"stream\"}),u.freeUint8(L),u.freeFloat(I),r.length&&this.font.forEach((function(t,r){var n=e.fontAtlas[r],i=n.step,a=Math.floor(T.maxAtlasSize/i),o=Math.min(a,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*i),u=x(s*i);n.width=l,n.height=u,n.rows=s,n.cols=o,n.em&&n.texture({data:c({canvas:T.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,u],step:[i,i]})})}))}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map((function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if(\"number\"==typeof n)return n;switch(n){case\"right\":case\"end\":return-t;case\"center\":case\"centre\":case\"middle\":return.5*-t}return 0}))),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map((function(t,r){var n=(e.font[r]||e.font[0]).metrics,i=0;return i+=.5*n.bottom,i+=\"number\"==typeof t?t-n.baseline:-n[t],T.normalViewport||(i*=-1),i}))),null!=t.color)if(t.color||(t.color=\"transparent\"),\"string\"!=typeof t.color&&isNaN(t.color)){var H;if(\"number\"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;H=u.mallocUint8(G);for(var Y=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)H.set(l(Y(W,W+4),\"uint8\"),W)}else{var X=t.color.length;H=u.mallocUint8(4*X);for(var Z=0;Z<X;Z++)H.set(l(t.color[Z]||0,\"uint8\"),4*Z)}this.color=H}else this.color=l(t.color,\"uint8\");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var J=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(J);for(var K=0;K<this.batch.length;K++)this.batch[K]={count:this.counts.length>1?this.counts[K]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[K]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*K,4*K+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[K]:this.opacity,baseline:null!=this.baselineOffset[K]?this.baselineOffset[K]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[K]?this.alignOffset[K]:this.alignOffset[0]:0,atlas:this.fontAtlas[K]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*K,2*K+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},T.prototype.destroy=function(){},T.prototype.kerning=!0,T.prototype.position={constant:new Float32Array(2)},T.prototype.translate=null,T.prototype.scale=null,T.prototype.font=null,T.prototype.text=\"\",T.prototype.positionOffset=[0,0],T.prototype.opacity=1,T.prototype.color=new Uint8Array([0,0,0,255]),T.prototype.alignOffset=[0,0],T.normalViewport=!1,T.maxAtlasSize=1024,T.atlasCanvas=document.createElement(\"canvas\"),T.atlasContext=T.atlasCanvas.getContext(\"2d\",{alpha:!1}),T.baseFontSize=64,T.fonts={},e.exports=T},{\"bit-twiddle\":97,\"color-normalize\":125,\"css-font\":144,\"detect-kerning\":172,\"es6-weak-map\":233,\"flatten-vertex-data\":244,\"font-atlas\":245,\"font-measure\":246,\"gl-util/context\":354,\"is-plain-obj\":469,\"object-assign\":499,\"parse-rect\":504,\"parse-unit\":506,\"pick-by-alias\":511,regl:540,\"to-px\":578,\"typedarray-pool\":595}],353:[function(t,e,r){\"use strict\";var n=t(\"ndarray\"),i=t(\"ndarray-ops\"),a=t(\"typedarray-pool\");e.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");o||c(t);if(\"number\"==typeof arguments[1])return v(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return v(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return y(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return x(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function c(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var f=function(t,e){i.muls(t,e,255)};function h(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function p(t,e,r,n,i,a){this.gl=t,this.handle=e,this.format=i,this.type=a,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var d=p.prototype;function g(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function m(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function v(t,e,r,n,i){var a=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture shape\");if(i===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new p(t,o,e,r,n,i)}function y(t,e,r,n,i,a){var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new p(t,o,r,n,i,a)}function x(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=g(o,e.stride.slice()),c=0;\"float32\"===r?c=t.FLOAT:\"float64\"===r?(c=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?c=t.UNSIGNED_BYTE:(c=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var u,h,d=0;if(2===o.length)d=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])d=t.ALPHA;else if(2===o[2])d=t.LUMINANCE_ALPHA;else if(3===o[2])d=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");d=t.RGBA}}c!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(c=t.UNSIGNED_BYTE,l=!1);var v=e.size;if(l)u=0===e.offset&&e.data.length===v?e.data:e.data.subarray(e.offset,e.offset+v);else{var y=[o[2],o[2]*o[0],1];h=a.malloc(v,r);var x=n(h,o,y,0);\"float32\"!==r&&\"float64\"!==r||c!==t.UNSIGNED_BYTE?i.assign(x,e):f(x,e),u=h.subarray(0,v)}var b=m(t);return t.texImage2D(t.TEXTURE_2D,0,d,o[0],o[1],0,d,c,u),l||a.free(h),new p(t,b,o[0],o[1],d,c)}Object.defineProperties(d,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,t),this._minFilter=t}},magFilter:{get:function(){return this._magFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,t),this._magFilter=t}},mipSamples:{get:function(){return this._anisoSamples},set:function(t){var e=this._anisoSamples;if(this._anisoSamples=0|Math.max(t,1),e!==this._anisoSamples){var r=this.gl.getExtension(\"EXT_texture_filter_anisotropic\");r&&this.gl.texParameterf(this.gl.TEXTURE_2D,r.TEXTURE_MAX_ANISOTROPY_EXT,this._anisoSamples)}return this._anisoSamples}},wrapS:{get:function(){return this._wrapS},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_S,t),this._wrapS=t}},wrapT:{get:function(){return this._wrapT},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_T,t),this._wrapT=t}},wrap:{get:function(){return this._wrapVector},set:function(t){if(Array.isArray(t)||(t=[t,t]),2!==t.length)throw new Error(\"gl-texture2d: Must specify wrap mode for rows and columns\");for(var e=0;e<2;++e)if(l.indexOf(t[e])<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);this._wrapS=t[0],this._wrapT=t[1];var r=this.gl;return this.bind(),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_S,this._wrapS),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_T,this._wrapT),t}},shape:{get:function(){return this._shapeVector},set:function(t){if(Array.isArray(t)){if(2!==t.length)throw new Error(\"gl-texture2d: Invalid texture shape\")}else t=[0|t,0|t];return h(this,0|t[0],0|t[1]),[0|t[0],0|t[1]]}},width:{get:function(){return this._shape[0]},set:function(t){return h(this,t|=0,this._shape[1]),t}},height:{get:function(){return this._shape[1]},set:function(t){return t|=0,h(this,this._shape[0],t),t}}}),d.bind=function(t){var e=this.gl;return void 0!==t&&e.activeTexture(e.TEXTURE0+(0|t)),e.bindTexture(e.TEXTURE_2D,this.handle),void 0!==t?0|t:e.getParameter(e.ACTIVE_TEXTURE)-e.TEXTURE0},d.dispose=function(){this.gl.deleteTexture(this.handle)},d.generateMipmap=function(){this.bind(),this.gl.generateMipmap(this.gl.TEXTURE_2D);for(var t=Math.min(this._shape[0],this._shape[1]),e=0;t>0;++e,t>>>=1)this._mipLevels.indexOf(e)<0&&this._mipLevels.push(e)},d.setPixels=function(t,e,r,o){var s=this.gl;this.bind(),Array.isArray(e)?(o=r,r=0|e[1],e=0|e[0]):(e=e||0,r=r||0),o=o||0;var l=u(t)?t:t.raw;if(l){this._mipLevels.indexOf(o)<0?(s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,this.type,l),this._mipLevels.push(o)):s.texSubImage2D(s.TEXTURE_2D,o,e,r,this.format,this.type,l)}else{if(!(t.shape&&t.stride&&t.data))throw new Error(\"gl-texture2d: Unsupported data type\");if(t.shape.length<2||e+t.shape[1]>this._shape[1]>>>o||r+t.shape[0]>this._shape[0]>>>o||e<0||r<0)throw new Error(\"gl-texture2d: Texture dimensions are out of bounds\");!function(t,e,r,o,s,l,c,u){var h=u.dtype,p=u.shape.slice();if(p.length<2||p.length>3)throw new Error(\"gl-texture2d: Invalid ndarray, must be 2d or 3d\");var d=0,m=0,v=g(p,u.stride.slice());\"float32\"===h?d=t.FLOAT:\"float64\"===h?(d=t.FLOAT,v=!1,h=\"float32\"):\"uint8\"===h?d=t.UNSIGNED_BYTE:(d=t.UNSIGNED_BYTE,v=!1,h=\"uint8\");if(2===p.length)m=t.LUMINANCE,p=[p[0],p[1],1],u=n(u.data,p,[u.stride[0],u.stride[1],1],u.offset);else{if(3!==p.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===p[2])m=t.ALPHA;else if(2===p[2])m=t.LUMINANCE_ALPHA;else if(3===p[2])m=t.RGB;else{if(4!==p[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");m=t.RGBA}p[2]}m!==t.LUMINANCE&&m!==t.ALPHA||s!==t.LUMINANCE&&s!==t.ALPHA||(m=s);if(m!==s)throw new Error(\"gl-texture2d: Incompatible texture format for setPixels\");var y=u.size,x=c.indexOf(o)<0;x&&c.push(o);if(d===l&&v)0===u.offset&&u.data.length===y?x?t.texImage2D(t.TEXTURE_2D,o,s,p[0],p[1],0,s,l,u.data):t.texSubImage2D(t.TEXTURE_2D,o,e,r,p[0],p[1],s,l,u.data):x?t.texImage2D(t.TEXTURE_2D,o,s,p[0],p[1],0,s,l,u.data.subarray(u.offset,u.offset+y)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,p[0],p[1],s,l,u.data.subarray(u.offset,u.offset+y));else{var b;b=l===t.FLOAT?a.mallocFloat32(y):a.mallocUint8(y);var _=n(b,p,[p[2],p[2]*p[0],1]);d===t.FLOAT&&l===t.UNSIGNED_BYTE?f(_,u):i.assign(_,u),x?t.texImage2D(t.TEXTURE_2D,o,s,p[0],p[1],0,s,l,b.subarray(0,y)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,p[0],p[1],s,l,b.subarray(0,y)),l===t.FLOAT?a.freeFloat32(b):a.freeUint8(b)}}(s,e,r,o,this.format,this.type,this._mipLevels,t)}}},{ndarray:495,\"ndarray-ops\":490,\"typedarray-pool\":595}],354:[function(t,e,r){(function(r){(function(){\"use strict\";var n=t(\"pick-by-alias\");function i(t){if(t.container)if(t.container==document.body)document.body.style.width||(t.canvas.width=t.width||t.pixelRatio*r.innerWidth),document.body.style.height||(t.canvas.height=t.height||t.pixelRatio*r.innerHeight);else{var e=t.container.getBoundingClientRect();t.canvas.width=t.width||e.right-e.left,t.canvas.height=t.height||e.bottom-e.top}}function a(t){return\"function\"==typeof t.getContext&&\"width\"in t&&\"height\"in t}function o(){var t=document.createElement(\"canvas\");return t.style.position=\"absolute\",t.style.top=0,t.style.left=0,t}e.exports=function(t){var e;if(t?\"string\"==typeof t&&(t={container:t}):t={},a(t)?t={container:t}:t=\"string\"==typeof(e=t).nodeName&&\"function\"==typeof e.appendChild&&\"function\"==typeof e.getBoundingClientRect?{container:t}:function(t){return\"function\"==typeof t.drawArrays||\"function\"==typeof t.drawElements}(t)?{gl:t}:n(t,{container:\"container target element el canvas holder parent parentNode wrapper use ref root node\",gl:\"gl context webgl glContext\",attrs:\"attributes attrs contextAttributes\",pixelRatio:\"pixelRatio pxRatio px ratio pxratio pixelratio\",width:\"w width\",height:\"h height\"},!0),t.pixelRatio||(t.pixelRatio=r.pixelRatio||1),t.gl)return t.gl;if(t.canvas&&(t.container=t.canvas.parentNode),t.container){if(\"string\"==typeof t.container){var s=document.querySelector(t.container);if(!s)throw Error(\"Element \"+t.container+\" is not found\");t.container=s}a(t.container)?(t.canvas=t.container,t.container=t.canvas.parentNode):t.canvas||(t.canvas=o(),t.container.appendChild(t.canvas),i(t))}else if(!t.canvas){if(\"undefined\"==typeof document)throw Error(\"Not DOM environment. Use headless-gl.\");t.container=document.body||document.documentElement,t.canvas=o(),t.container.appendChild(t.canvas),i(t)}if(!t.gl)try{t.gl=t.canvas.getContext(\"webgl\",t.attrs)}catch(e){try{t.gl=t.canvas.getContext(\"experimental-webgl\",t.attrs)}catch(e){t.gl=t.canvas.getContext(\"webgl-experimental\",t.attrs)}}return t.gl}}).call(this)}).call(this,\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:\"undefined\"!=typeof window?window:{})},{\"pick-by-alias\":511}],355:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){e?e.bind():t.bindBuffer(t.ELEMENT_ARRAY_BUFFER,null);var n=0|t.getParameter(t.MAX_VERTEX_ATTRIBS);if(r){if(r.length>n)throw new Error(\"gl-vao: Too many vertex attributes\");for(var i=0;i<r.length;++i){var a=r[i];if(a.buffer){var o=a.buffer,s=a.size||4,l=a.type||t.FLOAT,c=!!a.normalized,u=a.stride||0,f=a.offset||0;o.bind(),t.enableVertexAttribArray(i),t.vertexAttribPointer(i,s,l,c,u,f)}else{if(\"number\"==typeof a)t.vertexAttrib1f(i,a);else if(1===a.length)t.vertexAttrib1f(i,a[0]);else if(2===a.length)t.vertexAttrib2f(i,a[0],a[1]);else if(3===a.length)t.vertexAttrib3f(i,a[0],a[1],a[2]);else{if(4!==a.length)throw new Error(\"gl-vao: Invalid vertex attribute\");t.vertexAttrib4f(i,a[0],a[1],a[2],a[3])}t.disableVertexAttribArray(i)}}for(;i<n;++i)t.disableVertexAttribArray(i)}else{t.bindBuffer(t.ARRAY_BUFFER,null);for(i=0;i<n;++i)t.disableVertexAttribArray(i)}}},{}],356:[function(t,e,r){\"use strict\";var n=t(\"./do-bind.js\");function i(t){this.gl=t,this._elements=null,this._attributes=null,this._elementsType=t.UNSIGNED_SHORT}i.prototype.bind=function(){n(this.gl,this._elements,this._attributes)},i.prototype.update=function(t,e,r){this._elements=e,this._attributes=t,this._elementsType=r||this.gl.UNSIGNED_SHORT},i.prototype.dispose=function(){},i.prototype.unbind=function(){},i.prototype.draw=function(t,e,r){r=r||0;var n=this.gl;this._elements?n.drawElements(t,e,this._elementsType,r):n.drawArrays(t,r,e)},e.exports=function(t){return new i(t)}},{\"./do-bind.js\":355}],357:[function(t,e,r){\"use strict\";var n=t(\"./do-bind.js\");function i(t,e,r,n,i,a){this.location=t,this.dimension=e,this.a=r,this.b=n,this.c=i,this.d=a}function a(t,e,r){this.gl=t,this._ext=e,this.handle=r,this._attribs=[],this._useElements=!1,this._elementsType=t.UNSIGNED_SHORT}i.prototype.bind=function(t){switch(this.dimension){case 1:t.vertexAttrib1f(this.location,this.a);break;case 2:t.vertexAttrib2f(this.location,this.a,this.b);break;case 3:t.vertexAttrib3f(this.location,this.a,this.b,this.c);break;case 4:t.vertexAttrib4f(this.location,this.a,this.b,this.c,this.d)}},a.prototype.bind=function(){this._ext.bindVertexArrayOES(this.handle);for(var t=0;t<this._attribs.length;++t)this._attribs[t].bind(this.gl)},a.prototype.unbind=function(){this._ext.bindVertexArrayOES(null)},a.prototype.dispose=function(){this._ext.deleteVertexArrayOES(this.handle)},a.prototype.update=function(t,e,r){if(this.bind(),n(this.gl,e,t),this.unbind(),this._attribs.length=0,t)for(var a=0;a<t.length;++a){var o=t[a];\"number\"==typeof o?this._attribs.push(new i(a,1,o)):Array.isArray(o)&&this._attribs.push(new i(a,o.length,o[0],o[1],o[2],o[3]))}this._useElements=!!e,this._elementsType=r||this.gl.UNSIGNED_SHORT},a.prototype.draw=function(t,e,r){r=r||0;var n=this.gl;this._useElements?n.drawElements(t,e,this._elementsType,r):n.drawArrays(t,r,e)},e.exports=function(t,e){return new a(t,e,e.createVertexArrayOES())}},{\"./do-bind.js\":355}],358:[function(t,e,r){\"use strict\";var n=t(\"./lib/vao-native.js\"),i=t(\"./lib/vao-emulated.js\");function a(t){this.bindVertexArrayOES=t.bindVertexArray.bind(t),this.createVertexArrayOES=t.createVertexArray.bind(t),this.deleteVertexArrayOES=t.deleteVertexArray.bind(t)}e.exports=function(t,e,r,o){var s,l=t.createVertexArray?new a(t):t.getExtension(\"OES_vertex_array_object\");return(s=l?n(t,l):i(t)).update(e,r,o),s}},{\"./lib/vao-emulated.js\":356,\"./lib/vao-native.js\":357}],359:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t}},{}],360:[function(t,e,r){e.exports=function(t,e){var r=n(t[0],t[1],t[2]),o=n(e[0],e[1],e[2]);i(r,r),i(o,o);var s=a(r,o);return s>1?0:Math.acos(s)};var n=t(\"./fromValues\"),i=t(\"./normalize\"),a=t(\"./dot\")},{\"./dot\":370,\"./fromValues\":376,\"./normalize\":387}],361:[function(t,e,r){e.exports=function(t,e){return t[0]=Math.ceil(e[0]),t[1]=Math.ceil(e[1]),t[2]=Math.ceil(e[2]),t}},{}],362:[function(t,e,r){e.exports=function(t){var e=new Float32Array(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e}},{}],363:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}},{}],364:[function(t,e,r){e.exports=function(){var t=new Float32Array(3);return t[0]=0,t[1]=0,t[2]=0,t}},{}],365:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2];return t[0]=i*l-a*s,t[1]=a*o-n*l,t[2]=n*s-i*o,t}},{}],366:[function(t,e,r){e.exports=t(\"./distance\")},{\"./distance\":367}],367:[function(t,e,r){e.exports=function(t,e){var r=e[0]-t[0],n=e[1]-t[1],i=e[2]-t[2];return Math.sqrt(r*r+n*n+i*i)}},{}],368:[function(t,e,r){e.exports=t(\"./divide\")},{\"./divide\":369}],369:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]/r[0],t[1]=e[1]/r[1],t[2]=e[2]/r[2],t}},{}],370:[function(t,e,r){e.exports=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]}},{}],371:[function(t,e,r){e.exports=1e-6},{}],372:[function(t,e,r){e.exports=function(t,e){var r=t[0],i=t[1],a=t[2],o=e[0],s=e[1],l=e[2];return Math.abs(r-o)<=n*Math.max(1,Math.abs(r),Math.abs(o))&&Math.abs(i-s)<=n*Math.max(1,Math.abs(i),Math.abs(s))&&Math.abs(a-l)<=n*Math.max(1,Math.abs(a),Math.abs(l))};var n=t(\"./epsilon\")},{\"./epsilon\":371}],373:[function(t,e,r){e.exports=function(t,e){return t[0]===e[0]&&t[1]===e[1]&&t[2]===e[2]}},{}],374:[function(t,e,r){e.exports=function(t,e){return t[0]=Math.floor(e[0]),t[1]=Math.floor(e[1]),t[2]=Math.floor(e[2]),t}},{}],375:[function(t,e,r){e.exports=function(t,e,r,i,a,o){var s,l;e||(e=3);r||(r=0);l=i?Math.min(i*e+r,t.length):t.length;for(s=r;s<l;s+=e)n[0]=t[s],n[1]=t[s+1],n[2]=t[s+2],a(n,n,o),t[s]=n[0],t[s+1]=n[1],t[s+2]=n[2];return t};var n=t(\"./create\")()},{\"./create\":364}],376:[function(t,e,r){e.exports=function(t,e,r){var n=new Float32Array(3);return n[0]=t,n[1]=e,n[2]=r,n}},{}],377:[function(t,e,r){e.exports={EPSILON:t(\"./epsilon\"),create:t(\"./create\"),clone:t(\"./clone\"),angle:t(\"./angle\"),fromValues:t(\"./fromValues\"),copy:t(\"./copy\"),set:t(\"./set\"),equals:t(\"./equals\"),exactEquals:t(\"./exactEquals\"),add:t(\"./add\"),subtract:t(\"./subtract\"),sub:t(\"./sub\"),multiply:t(\"./multiply\"),mul:t(\"./mul\"),divide:t(\"./divide\"),div:t(\"./div\"),min:t(\"./min\"),max:t(\"./max\"),floor:t(\"./floor\"),ceil:t(\"./ceil\"),round:t(\"./round\"),scale:t(\"./scale\"),scaleAndAdd:t(\"./scaleAndAdd\"),distance:t(\"./distance\"),dist:t(\"./dist\"),squaredDistance:t(\"./squaredDistance\"),sqrDist:t(\"./sqrDist\"),length:t(\"./length\"),len:t(\"./len\"),squaredLength:t(\"./squaredLength\"),sqrLen:t(\"./sqrLen\"),negate:t(\"./negate\"),inverse:t(\"./inverse\"),normalize:t(\"./normalize\"),dot:t(\"./dot\"),cross:t(\"./cross\"),lerp:t(\"./lerp\"),random:t(\"./random\"),transformMat4:t(\"./transformMat4\"),transformMat3:t(\"./transformMat3\"),transformQuat:t(\"./transformQuat\"),rotateX:t(\"./rotateX\"),rotateY:t(\"./rotateY\"),rotateZ:t(\"./rotateZ\"),forEach:t(\"./forEach\")}},{\"./add\":359,\"./angle\":360,\"./ceil\":361,\"./clone\":362,\"./copy\":363,\"./create\":364,\"./cross\":365,\"./dist\":366,\"./distance\":367,\"./div\":368,\"./divide\":369,\"./dot\":370,\"./epsilon\":371,\"./equals\":372,\"./exactEquals\":373,\"./floor\":374,\"./forEach\":375,\"./fromValues\":376,\"./inverse\":378,\"./len\":379,\"./length\":380,\"./lerp\":381,\"./max\":382,\"./min\":383,\"./mul\":384,\"./multiply\":385,\"./negate\":386,\"./normalize\":387,\"./random\":388,\"./rotateX\":389,\"./rotateY\":390,\"./rotateZ\":391,\"./round\":392,\"./scale\":393,\"./scaleAndAdd\":394,\"./set\":395,\"./sqrDist\":396,\"./sqrLen\":397,\"./squaredDistance\":398,\"./squaredLength\":399,\"./sub\":400,\"./subtract\":401,\"./transformMat3\":402,\"./transformMat4\":403,\"./transformQuat\":404}],378:[function(t,e,r){e.exports=function(t,e){return t[0]=1/e[0],t[1]=1/e[1],t[2]=1/e[2],t}},{}],379:[function(t,e,r){e.exports=t(\"./length\")},{\"./length\":380}],380:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2];return Math.sqrt(e*e+r*r+n*n)}},{}],381:[function(t,e,r){e.exports=function(t,e,r,n){var i=e[0],a=e[1],o=e[2];return t[0]=i+n*(r[0]-i),t[1]=a+n*(r[1]-a),t[2]=o+n*(r[2]-o),t}},{}],382:[function(t,e,r){e.exports=function(t,e,r){return t[0]=Math.max(e[0],r[0]),t[1]=Math.max(e[1],r[1]),t[2]=Math.max(e[2],r[2]),t}},{}],383:[function(t,e,r){e.exports=function(t,e,r){return t[0]=Math.min(e[0],r[0]),t[1]=Math.min(e[1],r[1]),t[2]=Math.min(e[2],r[2]),t}},{}],384:[function(t,e,r){e.exports=t(\"./multiply\")},{\"./multiply\":385}],385:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]*r[0],t[1]=e[1]*r[1],t[2]=e[2]*r[2],t}},{}],386:[function(t,e,r){e.exports=function(t,e){return t[0]=-e[0],t[1]=-e[1],t[2]=-e[2],t}},{}],387:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=r*r+n*n+i*i;a>0&&(a=1/Math.sqrt(a),t[0]=e[0]*a,t[1]=e[1]*a,t[2]=e[2]*a);return t}},{}],388:[function(t,e,r){e.exports=function(t,e){e=e||1;var r=2*Math.random()*Math.PI,n=2*Math.random()-1,i=Math.sqrt(1-n*n)*e;return t[0]=Math.cos(r)*i,t[1]=Math.sin(r)*i,t[2]=n*e,t}},{}],389:[function(t,e,r){e.exports=function(t,e,r,n){var i=r[1],a=r[2],o=e[1]-i,s=e[2]-a,l=Math.sin(n),c=Math.cos(n);return t[0]=e[0],t[1]=i+o*c-s*l,t[2]=a+o*l+s*c,t}},{}],390:[function(t,e,r){e.exports=function(t,e,r,n){var i=r[0],a=r[2],o=e[0]-i,s=e[2]-a,l=Math.sin(n),c=Math.cos(n);return t[0]=i+s*l+o*c,t[1]=e[1],t[2]=a+s*c-o*l,t}},{}],391:[function(t,e,r){e.exports=function(t,e,r,n){var i=r[0],a=r[1],o=e[0]-i,s=e[1]-a,l=Math.sin(n),c=Math.cos(n);return t[0]=i+o*c-s*l,t[1]=a+o*l+s*c,t[2]=e[2],t}},{}],392:[function(t,e,r){e.exports=function(t,e){return t[0]=Math.round(e[0]),t[1]=Math.round(e[1]),t[2]=Math.round(e[2]),t}},{}],393:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]*r,t[1]=e[1]*r,t[2]=e[2]*r,t}},{}],394:[function(t,e,r){e.exports=function(t,e,r,n){return t[0]=e[0]+r[0]*n,t[1]=e[1]+r[1]*n,t[2]=e[2]+r[2]*n,t}},{}],395:[function(t,e,r){e.exports=function(t,e,r,n){return t[0]=e,t[1]=r,t[2]=n,t}},{}],396:[function(t,e,r){e.exports=t(\"./squaredDistance\")},{\"./squaredDistance\":398}],397:[function(t,e,r){e.exports=t(\"./squaredLength\")},{\"./squaredLength\":399}],398:[function(t,e,r){e.exports=function(t,e){var r=e[0]-t[0],n=e[1]-t[1],i=e[2]-t[2];return r*r+n*n+i*i}},{}],399:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2];return e*e+r*r+n*n}},{}],400:[function(t,e,r){e.exports=t(\"./subtract\")},{\"./subtract\":401}],401:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]-r[0],t[1]=e[1]-r[1],t[2]=e[2]-r[2],t}},{}],402:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2];return t[0]=n*r[0]+i*r[3]+a*r[6],t[1]=n*r[1]+i*r[4]+a*r[7],t[2]=n*r[2]+i*r[5]+a*r[8],t}},{}],403:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[3]*n+r[7]*i+r[11]*a+r[15];return o=o||1,t[0]=(r[0]*n+r[4]*i+r[8]*a+r[12])/o,t[1]=(r[1]*n+r[5]*i+r[9]*a+r[13])/o,t[2]=(r[2]*n+r[6]*i+r[10]*a+r[14])/o,t}},{}],404:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2],c=r[3],u=c*n+s*a-l*i,f=c*i+l*n-o*a,h=c*a+o*i-s*n,p=-o*n-s*i-l*a;return t[0]=u*c+p*-o+f*-l-h*-s,t[1]=f*c+p*-s+h*-o-u*-l,t[2]=h*c+p*-l+u*-s-f*-o,t}},{}],405:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t[3]=e[3]+r[3],t}},{}],406:[function(t,e,r){e.exports=function(t){var e=new Float32Array(4);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e}},{}],407:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t}},{}],408:[function(t,e,r){e.exports=function(){var t=new Float32Array(4);return t[0]=0,t[1]=0,t[2]=0,t[3]=0,t}},{}],409:[function(t,e,r){e.exports=function(t,e){var r=e[0]-t[0],n=e[1]-t[1],i=e[2]-t[2],a=e[3]-t[3];return Math.sqrt(r*r+n*n+i*i+a*a)}},{}],410:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]/r[0],t[1]=e[1]/r[1],t[2]=e[2]/r[2],t[3]=e[3]/r[3],t}},{}],411:[function(t,e,r){e.exports=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]+t[3]*e[3]}},{}],412:[function(t,e,r){e.exports=function(t,e,r,n){var i=new Float32Array(4);return i[0]=t,i[1]=e,i[2]=r,i[3]=n,i}},{}],413:[function(t,e,r){e.exports={create:t(\"./create\"),clone:t(\"./clone\"),fromValues:t(\"./fromValues\"),copy:t(\"./copy\"),set:t(\"./set\"),add:t(\"./add\"),subtract:t(\"./subtract\"),multiply:t(\"./multiply\"),divide:t(\"./divide\"),min:t(\"./min\"),max:t(\"./max\"),scale:t(\"./scale\"),scaleAndAdd:t(\"./scaleAndAdd\"),distance:t(\"./distance\"),squaredDistance:t(\"./squaredDistance\"),length:t(\"./length\"),squaredLength:t(\"./squaredLength\"),negate:t(\"./negate\"),inverse:t(\"./inverse\"),normalize:t(\"./normalize\"),dot:t(\"./dot\"),lerp:t(\"./lerp\"),random:t(\"./random\"),transformMat4:t(\"./transformMat4\"),transformQuat:t(\"./transformQuat\")}},{\"./add\":405,\"./clone\":406,\"./copy\":407,\"./create\":408,\"./distance\":409,\"./divide\":410,\"./dot\":411,\"./fromValues\":412,\"./inverse\":414,\"./length\":415,\"./lerp\":416,\"./max\":417,\"./min\":418,\"./multiply\":419,\"./negate\":420,\"./normalize\":421,\"./random\":422,\"./scale\":423,\"./scaleAndAdd\":424,\"./set\":425,\"./squaredDistance\":426,\"./squaredLength\":427,\"./subtract\":428,\"./transformMat4\":429,\"./transformQuat\":430}],414:[function(t,e,r){e.exports=function(t,e){return t[0]=1/e[0],t[1]=1/e[1],t[2]=1/e[2],t[3]=1/e[3],t}},{}],415:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3];return Math.sqrt(e*e+r*r+n*n+i*i)}},{}],416:[function(t,e,r){e.exports=function(t,e,r,n){var i=e[0],a=e[1],o=e[2],s=e[3];return t[0]=i+n*(r[0]-i),t[1]=a+n*(r[1]-a),t[2]=o+n*(r[2]-o),t[3]=s+n*(r[3]-s),t}},{}],417:[function(t,e,r){e.exports=function(t,e,r){return t[0]=Math.max(e[0],r[0]),t[1]=Math.max(e[1],r[1]),t[2]=Math.max(e[2],r[2]),t[3]=Math.max(e[3],r[3]),t}},{}],418:[function(t,e,r){e.exports=function(t,e,r){return t[0]=Math.min(e[0],r[0]),t[1]=Math.min(e[1],r[1]),t[2]=Math.min(e[2],r[2]),t[3]=Math.min(e[3],r[3]),t}},{}],419:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]*r[0],t[1]=e[1]*r[1],t[2]=e[2]*r[2],t[3]=e[3]*r[3],t}},{}],420:[function(t,e,r){e.exports=function(t,e){return t[0]=-e[0],t[1]=-e[1],t[2]=-e[2],t[3]=-e[3],t}},{}],421:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r*r+n*n+i*i+a*a;o>0&&(o=1/Math.sqrt(o),t[0]=r*o,t[1]=n*o,t[2]=i*o,t[3]=a*o);return t}},{}],422:[function(t,e,r){var n=t(\"./normalize\"),i=t(\"./scale\");e.exports=function(t,e){return e=e||1,t[0]=Math.random(),t[1]=Math.random(),t[2]=Math.random(),t[3]=Math.random(),n(t,t),i(t,t,e),t}},{\"./normalize\":421,\"./scale\":423}],423:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]*r,t[1]=e[1]*r,t[2]=e[2]*r,t[3]=e[3]*r,t}},{}],424:[function(t,e,r){e.exports=function(t,e,r,n){return t[0]=e[0]+r[0]*n,t[1]=e[1]+r[1]*n,t[2]=e[2]+r[2]*n,t[3]=e[3]+r[3]*n,t}},{}],425:[function(t,e,r){e.exports=function(t,e,r,n,i){return t[0]=e,t[1]=r,t[2]=n,t[3]=i,t}},{}],426:[function(t,e,r){e.exports=function(t,e){var r=e[0]-t[0],n=e[1]-t[1],i=e[2]-t[2],a=e[3]-t[3];return r*r+n*n+i*i+a*a}},{}],427:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3];return e*e+r*r+n*n+i*i}},{}],428:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]-r[0],t[1]=e[1]-r[1],t[2]=e[2]-r[2],t[3]=e[3]-r[3],t}},{}],429:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3];return t[0]=r[0]*n+r[4]*i+r[8]*a+r[12]*o,t[1]=r[1]*n+r[5]*i+r[9]*a+r[13]*o,t[2]=r[2]*n+r[6]*i+r[10]*a+r[14]*o,t[3]=r[3]*n+r[7]*i+r[11]*a+r[15]*o,t}},{}],430:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2],c=r[3],u=c*n+s*a-l*i,f=c*i+l*n-o*a,h=c*a+o*i-s*n,p=-o*n-s*i-l*a;return t[0]=u*c+p*-o+f*-l-h*-s,t[1]=f*c+p*-s+h*-o-u*-l,t[2]=h*c+p*-l+u*-s-f*-o,t[3]=e[3],t}},{}],431:[function(t,e,r){var n=t(\"glsl-tokenizer\"),i=t(\"atob-lite\");e.exports=function(t){for(var e=Array.isArray(t)?t:n(t),r=0;r<e.length;r++){var a=e[r];if(\"preprocessor\"===a.type){var o=a.data.match(/\\#define\\s+SHADER_NAME(_B64)?\\s+(.+)$/);if(o&&o[2]){var s=o[1],l=o[2];return(s?i(l):l).trim()}}}}},{\"atob-lite\":77,\"glsl-tokenizer\":438}],432:[function(t,e,r){e.exports=function(t){var e,r,c,u=0,f=0,h=999,p=[],d=[],g=1,m=0,v=0,y=!1,x=!1,b=\"\",_=a,w=n;\"300 es\"===(t=t||{}).version&&(_=s,w=o);var T={},k={};for(u=0;u<_.length;u++)T[_[u]]=!0;for(u=0;u<w.length;u++)k[w[u]]=!0;return function(t){return d=[],null!==t?function(t){u=0,t.toString&&(t=t.toString());var r;b+=t.replace(/\\r\\n/g,\"\\n\"),c=b.length;for(;e=b[u],u<c;){switch(r=u,h){case 0:u=C();break;case 1:case 2:u=E();break;case 3:u=L();break;case 4:u=z();break;case 11:u=P();break;case 5:u=O();break;case 9999:u=D();break;case 9:u=S();break;case 999:u=A()}if(r!==u)switch(b[r]){case\"\\n\":m=0,++g;break;default:++m}}return f+=u,b=b.slice(u),d}(t):function(t){p.length&&M(p.join(\"\"));return h=10,M(\"(eof)\"),d}()};function M(t){t.length&&d.push({type:l[h],data:t,position:v,line:g,column:m})}function A(){return p=p.length?[]:p,\"/\"===r&&\"*\"===e?(v=f+u-1,h=0,r=e,u+1):\"/\"===r&&\"/\"===e?(v=f+u-1,h=1,r=e,u+1):\"#\"===e?(h=2,v=f+u,u):/\\s/.test(e)?(h=9,v=f+u,u):(y=/\\d/.test(e),x=/[^\\w_]/.test(e),v=f+u,h=y?4:x?3:9999,u)}function S(){return/[^\\s]/g.test(e)?(M(p.join(\"\")),h=999,u):(p.push(e),r=e,u+1)}function E(){return\"\\r\"!==e&&\"\\n\"!==e||\"\\\\\"===r?(p.push(e),r=e,u+1):(M(p.join(\"\")),h=999,u)}function C(){return\"/\"===e&&\"*\"===r?(p.push(e),M(p.join(\"\")),h=999,u+1):(p.push(e),r=e,u+1)}function L(){if(\".\"===r&&/\\d/.test(e))return h=5,u;if(\"/\"===r&&\"*\"===e)return h=0,u;if(\"/\"===r&&\"/\"===e)return h=1,u;if(\".\"===e&&p.length){for(;I(p););return h=5,u}if(\";\"===e||\")\"===e||\"(\"===e){if(p.length)for(;I(p););return M(e),h=999,u+1}var t=2===p.length&&\"=\"!==e;if(/[\\w_\\d\\s]/.test(e)||t){for(;I(p););return h=999,u}return p.push(e),r=e,u+1}function I(t){for(var e,r,n=0;;){if(e=i.indexOf(t.slice(0,t.length+n).join(\"\")),r=i[e],-1===e){if(n--+t.length>0)continue;r=t.slice(0,1).join(\"\")}return M(r),v+=r.length,(p=p.slice(r.length)).length}}function P(){return/[^a-fA-F0-9]/.test(e)?(M(p.join(\"\")),h=999,u):(p.push(e),r=e,u+1)}function z(){return\".\"===e||/[eE]/.test(e)?(p.push(e),h=5,r=e,u+1):\"x\"===e&&1===p.length&&\"0\"===p[0]?(h=11,p.push(e),r=e,u+1):/[^\\d]/.test(e)?(M(p.join(\"\")),h=999,u):(p.push(e),r=e,u+1)}function O(){return\"f\"===e&&(p.push(e),r=e,u+=1),/[eE]/.test(e)?(p.push(e),r=e,u+1):(\"-\"!==e&&\"+\"!==e||!/[eE]/.test(r))&&/[^\\d]/.test(e)?(M(p.join(\"\")),h=999,u):(p.push(e),r=e,u+1)}function D(){if(/[^\\d\\w_]/.test(e)){var t=p.join(\"\");return h=k[t]?8:T[t]?7:6,M(p.join(\"\")),h=999,u}return p.push(e),r=e,u+1}};var n=t(\"./lib/literals\"),i=t(\"./lib/operators\"),a=t(\"./lib/builtins\"),o=t(\"./lib/literals-300es\"),s=t(\"./lib/builtins-300es\"),l=[\"block-comment\",\"line-comment\",\"preprocessor\",\"operator\",\"integer\",\"float\",\"ident\",\"builtin\",\"keyword\",\"whitespace\",\"eof\",\"integer\"]},{\"./lib/builtins\":434,\"./lib/builtins-300es\":433,\"./lib/literals\":436,\"./lib/literals-300es\":435,\"./lib/operators\":437}],433:[function(t,e,r){var n=t(\"./builtins\");n=n.slice().filter((function(t){return!/^(gl\\_|texture)/.test(t)})),e.exports=n.concat([\"gl_VertexID\",\"gl_InstanceID\",\"gl_Position\",\"gl_PointSize\",\"gl_FragCoord\",\"gl_FrontFacing\",\"gl_FragDepth\",\"gl_PointCoord\",\"gl_MaxVertexAttribs\",\"gl_MaxVertexUniformVectors\",\"gl_MaxVertexOutputVectors\",\"gl_MaxFragmentInputVectors\",\"gl_MaxVertexTextureImageUnits\",\"gl_MaxCombinedTextureImageUnits\",\"gl_MaxTextureImageUnits\",\"gl_MaxFragmentUniformVectors\",\"gl_MaxDrawBuffers\",\"gl_MinProgramTexelOffset\",\"gl_MaxProgramTexelOffset\",\"gl_DepthRangeParameters\",\"gl_DepthRange\",\"trunc\",\"round\",\"roundEven\",\"isnan\",\"isinf\",\"floatBitsToInt\",\"floatBitsToUint\",\"intBitsToFloat\",\"uintBitsToFloat\",\"packSnorm2x16\",\"unpackSnorm2x16\",\"packUnorm2x16\",\"unpackUnorm2x16\",\"packHalf2x16\",\"unpackHalf2x16\",\"outerProduct\",\"transpose\",\"determinant\",\"inverse\",\"texture\",\"textureSize\",\"textureProj\",\"textureLod\",\"textureOffset\",\"texelFetch\",\"texelFetchOffset\",\"textureProjOffset\",\"textureLodOffset\",\"textureProjLod\",\"textureProjLodOffset\",\"textureGrad\",\"textureGradOffset\",\"textureProjGrad\",\"textureProjGradOffset\"])},{\"./builtins\":434}],434:[function(t,e,r){e.exports=[\"abs\",\"acos\",\"all\",\"any\",\"asin\",\"atan\",\"ceil\",\"clamp\",\"cos\",\"cross\",\"dFdx\",\"dFdy\",\"degrees\",\"distance\",\"dot\",\"equal\",\"exp\",\"exp2\",\"faceforward\",\"floor\",\"fract\",\"gl_BackColor\",\"gl_BackLightModelProduct\",\"gl_BackLightProduct\",\"gl_BackMaterial\",\"gl_BackSecondaryColor\",\"gl_ClipPlane\",\"gl_ClipVertex\",\"gl_Color\",\"gl_DepthRange\",\"gl_DepthRangeParameters\",\"gl_EyePlaneQ\",\"gl_EyePlaneR\",\"gl_EyePlaneS\",\"gl_EyePlaneT\",\"gl_Fog\",\"gl_FogCoord\",\"gl_FogFragCoord\",\"gl_FogParameters\",\"gl_FragColor\",\"gl_FragCoord\",\"gl_FragData\",\"gl_FragDepth\",\"gl_FragDepthEXT\",\"gl_FrontColor\",\"gl_FrontFacing\",\"gl_FrontLightModelProduct\",\"gl_FrontLightProduct\",\"gl_FrontMaterial\",\"gl_FrontSecondaryColor\",\"gl_LightModel\",\"gl_LightModelParameters\",\"gl_LightModelProducts\",\"gl_LightProducts\",\"gl_LightSource\",\"gl_LightSourceParameters\",\"gl_MaterialParameters\",\"gl_MaxClipPlanes\",\"gl_MaxCombinedTextureImageUnits\",\"gl_MaxDrawBuffers\",\"gl_MaxFragmentUniformComponents\",\"gl_MaxLights\",\"gl_MaxTextureCoords\",\"gl_MaxTextureImageUnits\",\"gl_MaxTextureUnits\",\"gl_MaxVaryingFloats\",\"gl_MaxVertexAttribs\",\"gl_MaxVertexTextureImageUnits\",\"gl_MaxVertexUniformComponents\",\"gl_ModelViewMatrix\",\"gl_ModelViewMatrixInverse\",\"gl_ModelViewMatrixInverseTranspose\",\"gl_ModelViewMatrixTranspose\",\"gl_ModelViewProjectionMatrix\",\"gl_ModelViewProjectionMatrixInverse\",\"gl_ModelViewProjectionMatrixInverseTranspose\",\"gl_ModelViewProjectionMatrixTranspose\",\"gl_MultiTexCoord0\",\"gl_MultiTexCoord1\",\"gl_MultiTexCoord2\",\"gl_MultiTexCoord3\",\"gl_MultiTexCoord4\",\"gl_MultiTexCoord5\",\"gl_MultiTexCoord6\",\"gl_MultiTexCoord7\",\"gl_Normal\",\"gl_NormalMatrix\",\"gl_NormalScale\",\"gl_ObjectPlaneQ\",\"gl_ObjectPlaneR\",\"gl_ObjectPlaneS\",\"gl_ObjectPlaneT\",\"gl_Point\",\"gl_PointCoord\",\"gl_PointParameters\",\"gl_PointSize\",\"gl_Position\",\"gl_ProjectionMatrix\",\"gl_ProjectionMatrixInverse\",\"gl_ProjectionMatrixInverseTranspose\",\"gl_ProjectionMatrixTranspose\",\"gl_SecondaryColor\",\"gl_TexCoord\",\"gl_TextureEnvColor\",\"gl_TextureMatrix\",\"gl_TextureMatrixInverse\",\"gl_TextureMatrixInverseTranspose\",\"gl_TextureMatrixTranspose\",\"gl_Vertex\",\"greaterThan\",\"greaterThanEqual\",\"inversesqrt\",\"length\",\"lessThan\",\"lessThanEqual\",\"log\",\"log2\",\"matrixCompMult\",\"max\",\"min\",\"mix\",\"mod\",\"normalize\",\"not\",\"notEqual\",\"pow\",\"radians\",\"reflect\",\"refract\",\"sign\",\"sin\",\"smoothstep\",\"sqrt\",\"step\",\"tan\",\"texture2D\",\"texture2DLod\",\"texture2DProj\",\"texture2DProjLod\",\"textureCube\",\"textureCubeLod\",\"texture2DLodEXT\",\"texture2DProjLodEXT\",\"textureCubeLodEXT\",\"texture2DGradEXT\",\"texture2DProjGradEXT\",\"textureCubeGradEXT\"]},{}],435:[function(t,e,r){var n=t(\"./literals\");e.exports=n.slice().concat([\"layout\",\"centroid\",\"smooth\",\"case\",\"mat2x2\",\"mat2x3\",\"mat2x4\",\"mat3x2\",\"mat3x3\",\"mat3x4\",\"mat4x2\",\"mat4x3\",\"mat4x4\",\"uvec2\",\"uvec3\",\"uvec4\",\"samplerCubeShadow\",\"sampler2DArray\",\"sampler2DArrayShadow\",\"isampler2D\",\"isampler3D\",\"isamplerCube\",\"isampler2DArray\",\"usampler2D\",\"usampler3D\",\"usamplerCube\",\"usampler2DArray\",\"coherent\",\"restrict\",\"readonly\",\"writeonly\",\"resource\",\"atomic_uint\",\"noperspective\",\"patch\",\"sample\",\"subroutine\",\"common\",\"partition\",\"active\",\"filter\",\"image1D\",\"image2D\",\"image3D\",\"imageCube\",\"iimage1D\",\"iimage2D\",\"iimage3D\",\"iimageCube\",\"uimage1D\",\"uimage2D\",\"uimage3D\",\"uimageCube\",\"image1DArray\",\"image2DArray\",\"iimage1DArray\",\"iimage2DArray\",\"uimage1DArray\",\"uimage2DArray\",\"image1DShadow\",\"image2DShadow\",\"image1DArrayShadow\",\"image2DArrayShadow\",\"imageBuffer\",\"iimageBuffer\",\"uimageBuffer\",\"sampler1DArray\",\"sampler1DArrayShadow\",\"isampler1D\",\"isampler1DArray\",\"usampler1D\",\"usampler1DArray\",\"isampler2DRect\",\"usampler2DRect\",\"samplerBuffer\",\"isamplerBuffer\",\"usamplerBuffer\",\"sampler2DMS\",\"isampler2DMS\",\"usampler2DMS\",\"sampler2DMSArray\",\"isampler2DMSArray\",\"usampler2DMSArray\"])},{\"./literals\":436}],436:[function(t,e,r){e.exports=[\"precision\",\"highp\",\"mediump\",\"lowp\",\"attribute\",\"const\",\"uniform\",\"varying\",\"break\",\"continue\",\"do\",\"for\",\"while\",\"if\",\"else\",\"in\",\"out\",\"inout\",\"float\",\"int\",\"uint\",\"void\",\"bool\",\"true\",\"false\",\"discard\",\"return\",\"mat2\",\"mat3\",\"mat4\",\"vec2\",\"vec3\",\"vec4\",\"ivec2\",\"ivec3\",\"ivec4\",\"bvec2\",\"bvec3\",\"bvec4\",\"sampler1D\",\"sampler2D\",\"sampler3D\",\"samplerCube\",\"sampler1DShadow\",\"sampler2DShadow\",\"struct\",\"asm\",\"class\",\"union\",\"enum\",\"typedef\",\"template\",\"this\",\"packed\",\"goto\",\"switch\",\"default\",\"inline\",\"noinline\",\"volatile\",\"public\",\"static\",\"extern\",\"external\",\"interface\",\"long\",\"short\",\"double\",\"half\",\"fixed\",\"unsigned\",\"input\",\"output\",\"hvec2\",\"hvec3\",\"hvec4\",\"dvec2\",\"dvec3\",\"dvec4\",\"fvec2\",\"fvec3\",\"fvec4\",\"sampler2DRect\",\"sampler3DRect\",\"sampler2DRectShadow\",\"sizeof\",\"cast\",\"namespace\",\"using\"]},{}],437:[function(t,e,r){e.exports=[\"<<=\",\">>=\",\"++\",\"--\",\"<<\",\">>\",\"<=\",\">=\",\"==\",\"!=\",\"&&\",\"||\",\"+=\",\"-=\",\"*=\",\"/=\",\"%=\",\"&=\",\"^^\",\"^=\",\"|=\",\"(\",\")\",\"[\",\"]\",\".\",\"!\",\"~\",\"*\",\"/\",\"%\",\"+\",\"-\",\"<\",\">\",\"&\",\"^\",\"|\",\"?\",\":\",\"=\",\",\",\";\",\"{\",\"}\"]},{}],438:[function(t,e,r){var n=t(\"./index\");e.exports=function(t,e){var r=n(e),i=[];return i=(i=i.concat(r(t))).concat(r(null))}},{\"./index\":432}],439:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],440:[function(t,e,r){(function(r){(function(){\"use strict\";var n,i=t(\"is-browser\");n=\"function\"==typeof r.matchMedia?!r.matchMedia(\"(hover: none)\").matches:i,e.exports=n}).call(this)}).call(this,\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:\"undefined\"!=typeof window?window:{})},{\"is-browser\":464}],441:[function(t,e,r){\"use strict\";var n=t(\"is-browser\");e.exports=n&&function(){var t=!1;try{var e=Object.defineProperty({},\"passive\",{get:function(){t=!0}});window.addEventListener(\"test\",null,e),window.removeEventListener(\"test\",null,e)}catch(e){t=!1}return t}()},{\"is-browser\":464}],442:[function(t,e,r){r.read=function(t,e,r,n,i){var a,o,s=8*i-n-1,l=(1<<s)-1,c=l>>1,u=-7,f=r?i-1:0,h=r?-1:1,p=t[e+f];for(f+=h,a=p&(1<<-u)-1,p>>=-u,u+=s;u>0;a=256*a+t[e+f],f+=h,u-=8);for(o=a&(1<<-u)-1,a>>=-u,u+=n;u>0;o=256*o+t[e+f],f+=h,u-=8);if(0===a)a=1-c;else{if(a===l)return o?NaN:1/0*(p?-1:1);o+=Math.pow(2,n),a-=c}return(p?-1:1)*o*Math.pow(2,a-n)},r.write=function(t,e,r,n,i,a){var o,s,l,c=8*a-i-1,u=(1<<c)-1,f=u>>1,h=23===i?Math.pow(2,-24)-Math.pow(2,-77):0,p=n?0:a-1,d=n?1:-1,g=e<0||0===e&&1/e<0?1:0;for(e=Math.abs(e),isNaN(e)||e===1/0?(s=isNaN(e)?1:0,o=u):(o=Math.floor(Math.log(e)/Math.LN2),e*(l=Math.pow(2,-o))<1&&(o--,l*=2),(e+=o+f>=1?h/l:h*Math.pow(2,1-f))*l>=2&&(o++,l/=2),o+f>=u?(s=0,o=u):o+f>=1?(s=(e*l-1)*Math.pow(2,i),o+=f):(s=e*Math.pow(2,f-1)*Math.pow(2,i),o=0));i>=8;t[r+p]=255&s,p+=d,s/=256,i-=8);for(o=o<<i|s,c+=i;c>0;t[r+p]=255&o,p+=d,o/=256,c-=8);t[r+p-d]|=128*g}},{}],443:[function(t,e,r){\"use strict\";var n=t(\"./types\");e.exports=function(t,e){var r;for(r in n)if(n[r].detect(t,e))return r}},{\"./types\":446}],444:[function(t,e,r){(function(r){(function(){\"use strict\";var n=t(\"fs\"),i=t(\"path\"),a=t(\"./types\"),o=t(\"./detector\");function s(t,e){var r=o(t,e);if(r in a){var n=a[r].calculate(t,e);if(!1!==n)return n.type=r,n}throw new TypeError(\"unsupported file type: \"+r+\" (file: \"+e+\")\")}e.exports=function(t,e){if(r.isBuffer(t))return s(t);if(\"string\"!=typeof t)throw new TypeError(\"invalid invocation\");var a=i.resolve(t);if(\"function\"!=typeof e)return s(function(t){var e=n.openSync(t,\"r\"),i=n.fstatSync(e).size,a=Math.min(i,524288),o=r.alloc(a);return n.readSync(e,o,0,a,0),n.closeSync(e),o}(a),a);!function(t,e){n.open(t,\"r\",(function(i,a){if(i)return e(i);n.fstat(a,(function(i,o){if(i)return e(i);var s=o.size;if(s<=0)return e(new Error(\"File size is not greater than 0 \\u2014\\u2014 \"+t));var l=Math.min(s,524288),c=r.alloc(l);n.read(a,c,0,l,0,(function(t){if(t)return e(t);n.close(a,(function(t){e(t,c)}))}))}))}))}(a,(function(t,r){if(t)return e(t);var n;try{n=s(r,a)}catch(e){t=e}e(t,n)}))},e.exports.types=Object.keys(a)}).call(this)}).call(this,t(\"buffer\").Buffer)},{\"./detector\":443,\"./types\":446,buffer:111,fs:109,path:507}],445:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){return r=r||0,t[\"readUInt\"+e+(n?\"BE\":\"LE\")].call(t,r)}},{}],446:[function(t,e,r){\"use strict\";var n={bmp:t(\"./types/bmp\"),cur:t(\"./types/cur\"),dds:t(\"./types/dds\"),gif:t(\"./types/gif\"),icns:t(\"./types/icns\"),ico:t(\"./types/ico\"),jpg:t(\"./types/jpg\"),png:t(\"./types/png\"),psd:t(\"./types/psd\"),svg:t(\"./types/svg\"),tiff:t(\"./types/tiff\"),webp:t(\"./types/webp\")};e.exports=n},{\"./types/bmp\":447,\"./types/cur\":448,\"./types/dds\":449,\"./types/gif\":450,\"./types/icns\":451,\"./types/ico\":452,\"./types/jpg\":453,\"./types/png\":454,\"./types/psd\":455,\"./types/svg\":456,\"./types/tiff\":457,\"./types/webp\":458}],447:[function(t,e,r){\"use strict\";e.exports={detect:function(t){return\"BM\"===t.toString(\"ascii\",0,2)},calculate:function(t){return{width:t.readUInt32LE(18),height:Math.abs(t.readInt32LE(22))}}}},{}],448:[function(t,e,r){\"use strict\";e.exports={detect:function(t){return 0===t.readUInt16LE(0)&&2===t.readUInt16LE(2)},calculate:t(\"./ico\").calculate}},{\"./ico\":452}],449:[function(t,e,r){\"use strict\";e.exports={detect:function(t){return 542327876===t.readUInt32LE(0)},calculate:function(t){return{height:t.readUInt32LE(12),width:t.readUInt32LE(16)}}}},{}],450:[function(t,e,r){\"use strict\";var n=/^GIF8[79]a/;e.exports={detect:function(t){var e=t.toString(\"ascii\",0,6);return n.test(e)},calculate:function(t){return{width:t.readUInt16LE(6),height:t.readUInt16LE(8)}}}},{}],451:[function(t,e,r){\"use strict\";var n={ICON:32,\"ICN#\":32,\"icm#\":16,icm4:16,icm8:16,\"ics#\":16,ics4:16,ics8:16,is32:16,s8mk:16,icp4:16,icl4:32,icl8:32,il32:32,l8mk:32,icp5:32,ic11:32,ich4:48,ich8:48,ih32:48,h8mk:48,icp6:64,ic12:32,it32:128,t8mk:128,ic07:128,ic08:256,ic13:256,ic09:512,ic14:512,ic10:1024};function i(t,e){var r=e+4;return[t.toString(\"ascii\",e,r),t.readUInt32BE(r)]}function a(t){var e=n[t];return{width:e,height:e,type:t}}e.exports={detect:function(t){return\"icns\"===t.toString(\"ascii\",0,4)},calculate:function(t){var e,r,n,o=t.length,s=8,l=t.readUInt32BE(4);if(r=a((e=i(t,s))[0]),(s+=e[1])===l)return r;for(n={width:r.width,height:r.height,images:[r]};s<l&&s<o;)r=a((e=i(t,s))[0]),s+=e[1],n.images.push(r);return n}}},{}],452:[function(t,e,r){\"use strict\";function n(t,e){var r=t.readUInt8(e);return 0===r?256:r}function i(t,e){var r=6+16*e;return{width:n(t,r),height:n(t,r+1)}}e.exports={detect:function(t){return 0===t.readUInt16LE(0)&&1===t.readUInt16LE(2)},calculate:function(t){var e,r=t.readUInt16LE(4),n=i(t,0);if(1===r)return n;for(n.images=[{width:n.width,height:n.height}],e=1;e<r;e+=1)n.images.push(i(t,e));return n}}},{}],453:[function(t,e,r){\"use strict\";var n=t(\"../readUInt\");function i(t){return\"45786966\"===t.toString(\"hex\",2,6)}function a(t,e){return{height:t.readUInt16BE(e),width:t.readUInt16BE(e+2)}}function o(t,e){var r=t.slice(2,e),i=r.toString(\"hex\",6,8),a=\"4d4d\"===i;if(a||\"4949\"===i)return function(t,e){for(var r,i,a=n(t,16,14,e),o=0;o<a;o++){if(i=(r=16+12*o)+12,r>t.length)return;var s=t.slice(r,i);if(274===n(s,16,0,e)){if(3!==n(s,16,2,e))return;if(1!==n(s,32,4,e))return;return n(s,16,8,e)}}}(r,a)}function s(t,e){if(e>t.length)throw new TypeError(\"Corrupt JPG, exceeded buffer limits\");if(255!==t[e])throw new TypeError(\"Invalid JPG, marker table corrupted\")}e.exports={detect:function(t){return\"ffd8\"===t.toString(\"hex\",0,2)},calculate:function(t){var e,r,n;for(t=t.slice(4);t.length;){if(r=t.readUInt16BE(0),i(t)&&(e=o(t,r)),s(t,r),192===(n=t[r+1])||193===n||194===n){var l=a(t,r+5);return e?{width:l.width,height:l.height,orientation:e}:l}t=t.slice(r+2)}throw new TypeError(\"Invalid JPG, no size found\")}}},{\"../readUInt\":445}],454:[function(t,e,r){\"use strict\";e.exports={detect:function(t){if(\"PNG\\r\\n\\x1a\\n\"===t.toString(\"ascii\",1,8)){var e=t.toString(\"ascii\",12,16);if(\"CgBI\"===e&&(e=t.toString(\"ascii\",28,32)),\"IHDR\"!==e)throw new TypeError(\"invalid png\");return!0}},calculate:function(t){return\"CgBI\"===t.toString(\"ascii\",12,16)?{width:t.readUInt32BE(32),height:t.readUInt32BE(36)}:{width:t.readUInt32BE(16),height:t.readUInt32BE(20)}}}},{}],455:[function(t,e,r){\"use strict\";e.exports={detect:function(t){return\"8BPS\"===t.toString(\"ascii\",0,4)},calculate:function(t){return{width:t.readUInt32BE(18),height:t.readUInt32BE(14)}}}},{}],456:[function(t,e,r){\"use strict\";var n=/<svg\\s([^>\"']|\"[^\"]*\"|'[^']*')*>/;var i={root:n,width:/\\swidth=(['\"])([^%]+?)\\1/,height:/\\sheight=(['\"])([^%]+?)\\1/,viewbox:/\\sviewBox=(['\"])(.+?)\\1/},a={cm:96/2.54,mm:96/2.54/10,m:96/2.54*100,pt:96/72,pc:96/72/12,em:16,ex:8};function o(t){var e=/([0-9.]+)([a-z]*)/.exec(t);if(e)return Math.round(parseFloat(e[1])*(a[e[2]]||1))}function s(t){var e=t.split(\" \");return{width:o(e[2]),height:o(e[3])}}e.exports={detect:function(t){return n.test(t)},calculate:function(t){var e=t.toString(\"utf8\").match(i.root);if(e){var r=function(t){var e=t.match(i.width),r=t.match(i.height),n=t.match(i.viewbox);return{width:e&&o(e[2]),height:r&&o(r[2]),viewbox:n&&s(n[2])}}(e[0]);if(r.width&&r.height)return function(t){return{width:t.width,height:t.height}}(r);if(r.viewbox)return function(t){var e=t.viewbox.width/t.viewbox.height;return t.width?{width:t.width,height:Math.floor(t.width/e)}:t.height?{width:Math.floor(t.height*e),height:t.height}:{width:t.viewbox.width,height:t.viewbox.height}}(r)}throw new TypeError(\"invalid svg\")}}},{}],457:[function(t,e,r){(function(r){(function(){\"use strict\";var n=t(\"fs\"),i=t(\"../readUInt\");function a(t,e){var r=i(t,16,8,e);return(i(t,16,10,e)<<16)+r}function o(t){if(t.length>24)return t.slice(12)}e.exports={detect:function(t){var e=t.toString(\"hex\",0,4);return\"49492a00\"===e||\"4d4d002a\"===e},calculate:function(t,e){if(!e)throw new TypeError(\"Tiff doesn't support buffer\");var s=\"BE\"===function(t){var e=t.toString(\"ascii\",0,2);return\"II\"===e?\"LE\":\"MM\"===e?\"BE\":void 0}(t),l=function(t,e){for(var r,n,s,l={};t&&t.length&&(r=i(t,16,0,e),n=i(t,16,2,e),s=i(t,32,4,e),0!==r);)1!==s||3!==n&&4!==n||(l[r]=a(t,e)),t=o(t);return l}(function(t,e,a){var o=i(t,32,4,a),s=1024,l=n.statSync(e).size;o+s>l&&(s=l-o-10);var c=r.alloc(s),u=n.openSync(e,\"r\");return n.readSync(u,c,0,s,o),c.slice(2)}(t,e,s),s),c=l[256],u=l[257];if(!c||!u)throw new TypeError(\"Invalid Tiff, missing tags\");return{width:c,height:u}}}}).call(this)}).call(this,t(\"buffer\").Buffer)},{\"../readUInt\":445,buffer:111,fs:109}],458:[function(t,e,r){\"use strict\";e.exports={detect:function(t){var e=\"RIFF\"===t.toString(\"ascii\",0,4),r=\"WEBP\"===t.toString(\"ascii\",8,12),n=\"VP8\"===t.toString(\"ascii\",12,15);return e&&r&&n},calculate:function(t){var e=t.toString(\"ascii\",12,16);if(t=t.slice(20,30),\"VP8X\"===e){var r=t[0];return!(!(0==(192&r))||!(0==(1&r)))&&function(t){return{width:1+t.readUIntLE(4,3),height:1+t.readUIntLE(7,3)}}(t)}if(\"VP8 \"===e&&47!==t[0])return function(t){return{width:16383&t.readInt16LE(6),height:16383&t.readInt16LE(8)}}(t);var n=t.toString(\"hex\",3,6);return\"VP8L\"===e&&\"9d012a\"!==n&&function(t){return{width:1+((63&t[2])<<8|t[1]),height:1+((15&t[4])<<10|t[3]<<2|(192&t[2])>>6)}}(t)}}},{}],459:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.length;if(0===r)throw new Error(\"Must have at least d+1 points\");var i=t[0].length;if(r<=i)throw new Error(\"Must input at least d+1 points\");var o=t.slice(0,i+1),s=n.apply(void 0,o);if(0===s)throw new Error(\"Input not in general position\");for(var l=new Array(i+1),u=0;u<=i;++u)l[u]=u;s<0&&(l[0]=1,l[1]=0);var f=new a(l,new Array(i+1),!1),h=f.adjacent,p=new Array(i+2);for(u=0;u<=i;++u){for(var d=l.slice(),g=0;g<=i;++g)g===u&&(d[g]=-1);var m=d[0];d[0]=d[1],d[1]=m;var v=new a(d,new Array(i+1),!0);h[u]=v,p[u]=v}p[i+1]=f;for(u=0;u<=i;++u){d=h[u].vertices;var y=h[u].adjacent;for(g=0;g<=i;++g){var x=d[g];if(x<0)y[g]=f;else for(var b=0;b<=i;++b)h[b].vertices.indexOf(x)<0&&(y[g]=h[b])}}var _=new c(i,o,p),w=!!e;for(u=i+1;u<r;++u)_.insert(t[u],w);return _.boundary()};var n=t(\"robust-orientation\"),i=t(\"simplicial-complex\").compareCells;function a(t,e,r){this.vertices=t,this.adjacent=e,this.boundary=r,this.lastVisited=-1}function o(t,e,r){this.vertices=t,this.cell=e,this.index=r}function s(t,e){return i(t.vertices,e.vertices)}a.prototype.flip=function(){var t=this.vertices[0];this.vertices[0]=this.vertices[1],this.vertices[1]=t;var e=this.adjacent[0];this.adjacent[0]=this.adjacent[1],this.adjacent[1]=e};var l=[];function c(t,e,r){this.dimension=t,this.vertices=e,this.simplices=r,this.interior=r.filter((function(t){return!t.boundary})),this.tuple=new Array(t+1);for(var i=0;i<=t;++i)this.tuple[i]=this.vertices[i];var a=l[t];a||(a=l[t]=function(t){for(var e=[\"function orient(){var tuple=this.tuple;return test(\"],r=0;r<=t;++r)r>0&&e.push(\",\"),e.push(\"tuple[\",r,\"]\");e.push(\")}return orient\");var i=new Function(\"test\",e.join(\"\")),a=n[t+1];return a||(a=n),i(a)}(t)),this.orient=a}var u=c.prototype;u.handleBoundaryDegeneracy=function(t,e){var r=this.dimension,n=this.vertices.length-1,i=this.tuple,a=this.vertices,o=[t];for(t.lastVisited=-n;o.length>0;){(t=o.pop()).vertices;for(var s=t.adjacent,l=0;l<=r;++l){var c=s[l];if(c.boundary&&!(c.lastVisited<=-n)){for(var u=c.vertices,f=0;f<=r;++f){var h=u[f];i[f]=h<0?e:a[h]}var p=this.orient();if(p>0)return c;c.lastVisited=-n,0===p&&o.push(c)}}}return null},u.walk=function(t,e){var r=this.vertices.length-1,n=this.dimension,i=this.vertices,a=this.tuple,o=e?this.interior.length*Math.random()|0:this.interior.length-1,s=this.interior[o];t:for(;!s.boundary;){for(var l=s.vertices,c=s.adjacent,u=0;u<=n;++u)a[u]=i[l[u]];s.lastVisited=r;for(u=0;u<=n;++u){var f=c[u];if(!(f.lastVisited>=r)){var h=a[u];a[u]=t;var p=this.orient();if(a[u]=h,p<0){s=f;continue t}f.boundary?f.lastVisited=-r:f.lastVisited=r}}return}return s},u.addPeaks=function(t,e){var r=this.vertices.length-1,n=this.dimension,i=this.vertices,l=this.tuple,c=this.interior,u=this.simplices,f=[e];e.lastVisited=r,e.vertices[e.vertices.indexOf(-1)]=r,e.boundary=!1,c.push(e);for(var h=[];f.length>0;){var p=(e=f.pop()).vertices,d=e.adjacent,g=p.indexOf(r);if(!(g<0))for(var m=0;m<=n;++m)if(m!==g){var v=d[m];if(v.boundary&&!(v.lastVisited>=r)){var y=v.vertices;if(v.lastVisited!==-r){for(var x=0,b=0;b<=n;++b)y[b]<0?(x=b,l[b]=t):l[b]=i[y[b]];if(this.orient()>0){y[x]=r,v.boundary=!1,c.push(v),f.push(v),v.lastVisited=r;continue}v.lastVisited=-r}var _=v.adjacent,w=p.slice(),T=d.slice(),k=new a(w,T,!0);u.push(k);var M=_.indexOf(e);if(!(M<0)){_[M]=k,T[g]=v,w[m]=-1,T[m]=e,d[m]=k,k.flip();for(b=0;b<=n;++b){var A=w[b];if(!(A<0||A===r)){for(var S=new Array(n-1),E=0,C=0;C<=n;++C){var L=w[C];L<0||C===b||(S[E++]=L)}h.push(new o(S,k,b))}}}}}}h.sort(s);for(m=0;m+1<h.length;m+=2){var I=h[m],P=h[m+1],z=I.index,O=P.index;z<0||O<0||(I.cell.adjacent[I.index]=P.cell,P.cell.adjacent[P.index]=I.cell)}},u.insert=function(t,e){var r=this.vertices;r.push(t);var n=this.walk(t,e);if(n){for(var i=this.dimension,a=this.tuple,o=0;o<=i;++o){var s=n.vertices[o];a[o]=s<0?t:r[s]}var l=this.orient(a);l<0||(0!==l||(n=this.handleBoundaryDegeneracy(n,t)))&&this.addPeaks(t,n)}},u.boundary=function(){for(var t=this.dimension,e=[],r=this.simplices,n=r.length,i=0;i<n;++i){var a=r[i];if(a.boundary){for(var o=new Array(t),s=a.vertices,l=0,c=0,u=0;u<=t;++u)s[u]>=0?o[l++]=s[u]:c=1&u;if(c===(1&t)){var f=o[0];o[0]=o[1],o[1]=f}e.push(o)}}return e}},{\"robust-orientation\":548,\"simplicial-complex\":558}],460:[function(t,e,r){\"use strict\";var n=t(\"binary-search-bounds\");function i(t,e,r,n,i){this.mid=t,this.left=e,this.right=r,this.leftPoints=n,this.rightPoints=i,this.count=(e?e.count:0)+(r?r.count:0)+n.length}e.exports=function(t){if(!t||0===t.length)return new v(null);return new v(m(t))};var a=i.prototype;function o(t,e){t.mid=e.mid,t.left=e.left,t.right=e.right,t.leftPoints=e.leftPoints,t.rightPoints=e.rightPoints,t.count=e.count}function s(t,e){var r=m(e);t.mid=r.mid,t.left=r.left,t.right=r.right,t.leftPoints=r.leftPoints,t.rightPoints=r.rightPoints,t.count=r.count}function l(t,e){var r=t.intervals([]);r.push(e),s(t,r)}function c(t,e){var r=t.intervals([]),n=r.indexOf(e);return n<0?0:(r.splice(n,1),s(t,r),1)}function u(t,e,r){for(var n=0;n<t.length&&t[n][0]<=e;++n){var i=r(t[n]);if(i)return i}}function f(t,e,r){for(var n=t.length-1;n>=0&&t[n][1]>=e;--n){var i=r(t[n]);if(i)return i}}function h(t,e){for(var r=0;r<t.length;++r){var n=e(t[r]);if(n)return n}}function p(t,e){return t-e}function d(t,e){var r=t[0]-e[0];return r||t[1]-e[1]}function g(t,e){var r=t[1]-e[1];return r||t[0]-e[0]}function m(t){if(0===t.length)return null;for(var e=[],r=0;r<t.length;++r)e.push(t[r][0],t[r][1]);e.sort(p);var n=e[e.length>>1],a=[],o=[],s=[];for(r=0;r<t.length;++r){var l=t[r];l[1]<n?a.push(l):n<l[0]?o.push(l):s.push(l)}var c=s,u=s.slice();return c.sort(d),u.sort(g),new i(n,m(a),m(o),c,u)}function v(t){this.root=t}a.intervals=function(t){return t.push.apply(t,this.leftPoints),this.left&&this.left.intervals(t),this.right&&this.right.intervals(t),t},a.insert=function(t){var e=this.count-this.leftPoints.length;if(this.count+=1,t[1]<this.mid)this.left?4*(this.left.count+1)>3*(e+1)?l(this,t):this.left.insert(t):this.left=m([t]);else if(t[0]>this.mid)this.right?4*(this.right.count+1)>3*(e+1)?l(this,t):this.right.insert(t):this.right=m([t]);else{var r=n.ge(this.leftPoints,t,d),i=n.ge(this.rightPoints,t,g);this.leftPoints.splice(r,0,t),this.rightPoints.splice(i,0,t)}},a.remove=function(t){var e=this.count-this.leftPoints;if(t[1]<this.mid)return this.left?4*(this.right?this.right.count:0)>3*(e-1)?c(this,t):2===(s=this.left.remove(t))?(this.left=null,this.count-=1,1):(1===s&&(this.count-=1),s):0;if(t[0]>this.mid)return this.right?4*(this.left?this.left.count:0)>3*(e-1)?c(this,t):2===(s=this.right.remove(t))?(this.right=null,this.count-=1,1):(1===s&&(this.count-=1),s):0;if(1===this.count)return this.leftPoints[0]===t?2:0;if(1===this.leftPoints.length&&this.leftPoints[0]===t){if(this.left&&this.right){for(var r=this,i=this.left;i.right;)r=i,i=i.right;if(r===this)i.right=this.right;else{var a=this.left,s=this.right;r.count-=i.count,r.right=i.left,i.left=a,i.right=s}o(this,i),this.count=(this.left?this.left.count:0)+(this.right?this.right.count:0)+this.leftPoints.length}else this.left?o(this,this.left):o(this,this.right);return 1}for(a=n.ge(this.leftPoints,t,d);a<this.leftPoints.length&&this.leftPoints[a][0]===t[0];++a)if(this.leftPoints[a]===t){this.count-=1,this.leftPoints.splice(a,1);for(s=n.ge(this.rightPoints,t,g);s<this.rightPoints.length&&this.rightPoints[s][1]===t[1];++s)if(this.rightPoints[s]===t)return this.rightPoints.splice(s,1),1}return 0},a.queryPoint=function(t,e){if(t<this.mid){if(this.left)if(r=this.left.queryPoint(t,e))return r;return u(this.leftPoints,t,e)}if(t>this.mid){var r;if(this.right)if(r=this.right.queryPoint(t,e))return r;return f(this.rightPoints,t,e)}return h(this.leftPoints,e)},a.queryInterval=function(t,e,r){var n;if(t<this.mid&&this.left&&(n=this.left.queryInterval(t,e,r)))return n;if(e>this.mid&&this.right&&(n=this.right.queryInterval(t,e,r)))return n;return e<this.mid?u(this.leftPoints,e,r):t>this.mid?f(this.rightPoints,t,r):h(this.leftPoints,r)};var y=v.prototype;y.insert=function(t){this.root?this.root.insert(t):this.root=new i(t[0],null,null,[t],[t])},y.remove=function(t){if(this.root){var e=this.root.remove(t);return 2===e&&(this.root=null),0!==e}return!1},y.queryPoint=function(t,e){if(this.root)return this.root.queryPoint(t,e)},y.queryInterval=function(t,e,r){if(t<=e&&this.root)return this.root.queryInterval(t,e,r)},Object.defineProperty(y,\"count\",{get:function(){return this.root?this.root.count:0}}),Object.defineProperty(y,\"intervals\",{get:function(){return this.root?this.root.intervals([]):[]}})},{\"binary-search-bounds\":461}],461:[function(t,e,r){arguments[4][243][0].apply(r,arguments)},{dup:243}],462:[function(t,e,r){\"use strict\";e.exports=function(t,e){e=e||new Array(t.length);for(var r=0;r<t.length;++r)e[t[r]]=r;return e}},{}],463:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=new Array(t),r=0;r<t;++r)e[r]=r;return e}},{}],464:[function(t,e,r){e.exports=!0},{}],465:[function(t,e,r){function n(t){return!!t.constructor&&\"function\"==typeof t.constructor.isBuffer&&t.constructor.isBuffer(t)}\n",
       "/*!\n",
       " * Determine if an object is a Buffer\n",
       " *\n",
       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
       " * @license  MIT\n",
       " */\n",
       "e.exports=function(t){return null!=t&&(n(t)||function(t){return\"function\"==typeof t.readFloatLE&&\"function\"==typeof t.slice&&n(t.slice(0,0))}(t)||!!t._isBuffer)}},{}],466:[function(t,e,r){\"use strict\";e.exports=\"undefined\"!=typeof navigator&&(/MSIE/.test(navigator.userAgent)||/Trident\\//.test(navigator.appVersion))},{}],467:[function(t,e,r){\"use strict\";e.exports=a,e.exports.isMobile=a,e.exports.default=a;var n=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino/i,i=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino|android|ipad|playbook|silk/i;function a(t){t||(t={});var e=t.ua;if(e||\"undefined\"==typeof navigator||(e=navigator.userAgent),e&&e.headers&&\"string\"==typeof e.headers[\"user-agent\"]&&(e=e.headers[\"user-agent\"]),\"string\"!=typeof e)return!1;var r=t.tablet?i.test(e):n.test(e);return!r&&t.tablet&&t.featureDetect&&navigator&&navigator.maxTouchPoints>1&&-1!==e.indexOf(\"Macintosh\")&&-1!==e.indexOf(\"Safari\")&&(r=!0),r}},{}],468:[function(t,e,r){\"use strict\";e.exports=function(t){var e=typeof t;return null!==t&&(\"object\"===e||\"function\"===e)}},{}],469:[function(t,e,r){\"use strict\";var n=Object.prototype.toString;e.exports=function(t){var e;return\"[object Object]\"===n.call(t)&&(null===(e=Object.getPrototypeOf(t))||e===Object.getPrototypeOf({}))}},{}],470:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e,r=t.length,n=0;n<r;n++)if(((e=t.charCodeAt(n))<9||e>13)&&32!==e&&133!==e&&160!==e&&5760!==e&&6158!==e&&(e<8192||e>8205)&&8232!==e&&8233!==e&&8239!==e&&8287!==e&&8288!==e&&12288!==e&&65279!==e)return!1;return!0}},{}],471:[function(t,e,r){\"use strict\";e.exports=function(t){return\"string\"==typeof t&&(t=t.trim(),!!(/^[mzlhvcsqta]\\s*[-+.0-9][^mlhvzcsqta]+/i.test(t)&&/[\\dz]$/i.test(t)&&t.length>4))}},{}],472:[function(t,e,r){e.exports=function(t,e,r){return t*(1-r)+e*r}},{}],473:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?e.exports=n():(t=t||self).mapboxgl=n()}(this,(function(){\"use strict\";var t,e,r;function n(n,i){if(t)if(e){var a=\"var sharedChunk = {}; (\"+t+\")(sharedChunk); (\"+e+\")(sharedChunk);\",o={};t(o),(r=i(o)).workerUrl=window.URL.createObjectURL(new Blob([a],{type:\"text/javascript\"}))}else e=i;else t=i}return n(0,(function(t){function e(t,e){return t(e={exports:{}},e.exports),e.exports}var r=n;function n(t,e,r,n){this.cx=3*t,this.bx=3*(r-t)-this.cx,this.ax=1-this.cx-this.bx,this.cy=3*e,this.by=3*(n-e)-this.cy,this.ay=1-this.cy-this.by,this.p1x=t,this.p1y=n,this.p2x=r,this.p2y=n}n.prototype.sampleCurveX=function(t){return((this.ax*t+this.bx)*t+this.cx)*t},n.prototype.sampleCurveY=function(t){return((this.ay*t+this.by)*t+this.cy)*t},n.prototype.sampleCurveDerivativeX=function(t){return(3*this.ax*t+2*this.bx)*t+this.cx},n.prototype.solveCurveX=function(t,e){var r,n,i,a,o;for(void 0===e&&(e=1e-6),i=t,o=0;o<8;o++){if(a=this.sampleCurveX(i)-t,Math.abs(a)<e)return i;var s=this.sampleCurveDerivativeX(i);if(Math.abs(s)<1e-6)break;i-=a/s}if((i=t)<(r=0))return r;if(i>(n=1))return n;for(;r<n;){if(a=this.sampleCurveX(i),Math.abs(a-t)<e)return i;t>a?r=i:n=i,i=.5*(n-r)+r}return i},n.prototype.solve=function(t,e){return this.sampleCurveY(this.solveCurveX(t,e))};var i=a;function a(t,e){this.x=t,this.y=e}function o(t,e,n,i){var a=new r(t,e,n,i);return function(t){return a.solve(t)}}a.prototype={clone:function(){return new a(this.x,this.y)},add:function(t){return this.clone()._add(t)},sub:function(t){return this.clone()._sub(t)},multByPoint:function(t){return this.clone()._multByPoint(t)},divByPoint:function(t){return this.clone()._divByPoint(t)},mult:function(t){return this.clone()._mult(t)},div:function(t){return this.clone()._div(t)},rotate:function(t){return this.clone()._rotate(t)},rotateAround:function(t,e){return this.clone()._rotateAround(t,e)},matMult:function(t){return this.clone()._matMult(t)},unit:function(){return this.clone()._unit()},perp:function(){return this.clone()._perp()},round:function(){return this.clone()._round()},mag:function(){return Math.sqrt(this.x*this.x+this.y*this.y)},equals:function(t){return this.x===t.x&&this.y===t.y},dist:function(t){return Math.sqrt(this.distSqr(t))},distSqr:function(t){var e=t.x-this.x,r=t.y-this.y;return e*e+r*r},angle:function(){return Math.atan2(this.y,this.x)},angleTo:function(t){return Math.atan2(this.y-t.y,this.x-t.x)},angleWith:function(t){return this.angleWithSep(t.x,t.y)},angleWithSep:function(t,e){return Math.atan2(this.x*e-this.y*t,this.x*t+this.y*e)},_matMult:function(t){var e=t[2]*this.x+t[3]*this.y;return this.x=t[0]*this.x+t[1]*this.y,this.y=e,this},_add:function(t){return this.x+=t.x,this.y+=t.y,this},_sub:function(t){return this.x-=t.x,this.y-=t.y,this},_mult:function(t){return this.x*=t,this.y*=t,this},_div:function(t){return this.x/=t,this.y/=t,this},_multByPoint:function(t){return this.x*=t.x,this.y*=t.y,this},_divByPoint:function(t){return this.x/=t.x,this.y/=t.y,this},_unit:function(){return this._div(this.mag()),this},_perp:function(){var t=this.y;return this.y=this.x,this.x=-t,this},_rotate:function(t){var e=Math.cos(t),r=Math.sin(t),n=r*this.x+e*this.y;return this.x=e*this.x-r*this.y,this.y=n,this},_rotateAround:function(t,e){var r=Math.cos(t),n=Math.sin(t),i=e.y+n*(this.x-e.x)+r*(this.y-e.y);return this.x=e.x+r*(this.x-e.x)-n*(this.y-e.y),this.y=i,this},_round:function(){return this.x=Math.round(this.x),this.y=Math.round(this.y),this}},a.convert=function(t){return t instanceof a?t:Array.isArray(t)?new a(t[0],t[1]):t};var s=o(.25,.1,.25,1);function l(t,e,r){return Math.min(r,Math.max(e,t))}function c(t,e,r){var n=r-e,i=((t-e)%n+n)%n+e;return i===e?r:i}function u(t){for(var e=[],r=arguments.length-1;r-- >0;)e[r]=arguments[r+1];for(var n=0,i=e;n<i.length;n+=1){var a=i[n];for(var o in a)t[o]=a[o]}return t}var f=1;function h(){return f++}function p(){return function t(e){return e?(e^16*Math.random()>>e/4).toString(16):([1e7]+-[1e3]+-4e3+-8e3+-1e11).replace(/[018]/g,t)}()}function d(t){return!!t&&/^[0-9a-f]{8}-[0-9a-f]{4}-[4][0-9a-f]{3}-[89ab][0-9a-f]{3}-[0-9a-f]{12}$/i.test(t)}function g(t,e){t.forEach((function(t){e[t]&&(e[t]=e[t].bind(e))}))}function m(t,e){return-1!==t.indexOf(e,t.length-e.length)}function v(t,e,r){var n={};for(var i in t)n[i]=e.call(r||this,t[i],i,t);return n}function y(t,e,r){var n={};for(var i in t)e.call(r||this,t[i],i,t)&&(n[i]=t[i]);return n}function x(t){return Array.isArray(t)?t.map(x):\"object\"==typeof t&&t?v(t,x):t}var b={};function _(t){b[t]||(\"undefined\"!=typeof console&&console.warn(t),b[t]=!0)}function w(t,e,r){return(r.y-t.y)*(e.x-t.x)>(e.y-t.y)*(r.x-t.x)}function T(t){for(var e=0,r=0,n=t.length,i=n-1,a=void 0,o=void 0;r<n;i=r++)e+=((o=t[i]).x-(a=t[r]).x)*(a.y+o.y);return e}function k(){return\"undefined\"!=typeof WorkerGlobalScope&&\"undefined\"!=typeof self&&self instanceof WorkerGlobalScope}function M(t){var e={};if(t.replace(/(?:^|(?:\\s*\\,\\s*))([^\\x00-\\x20\\(\\)<>@\\,;\\:\\\\\"\\/\\[\\]\\?\\=\\{\\}\\x7F]+)(?:\\=(?:([^\\x00-\\x20\\(\\)<>@\\,;\\:\\\\\"\\/\\[\\]\\?\\=\\{\\}\\x7F]+)|(?:\\\"((?:[^\"\\\\]|\\\\.)*)\\\")))?/g,(function(t,r,n,i){var a=n||i;return e[r]=!a||a.toLowerCase(),\"\"})),e[\"max-age\"]){var r=parseInt(e[\"max-age\"],10);isNaN(r)?delete e[\"max-age\"]:e[\"max-age\"]=r}return e}var A=null;function S(t){if(null==A){var e=t.navigator?t.navigator.userAgent:null;A=!!t.safari||!(!e||!(/\\b(iPad|iPhone|iPod)\\b/.test(e)||e.match(\"Safari\")&&!e.match(\"Chrome\")))}return A}function E(t){try{var e=self[t];return e.setItem(\"_mapbox_test_\",1),e.removeItem(\"_mapbox_test_\"),!0}catch(t){return!1}}var C,L,I,P,z=self.performance&&self.performance.now?self.performance.now.bind(self.performance):Date.now.bind(Date),O=self.requestAnimationFrame||self.mozRequestAnimationFrame||self.webkitRequestAnimationFrame||self.msRequestAnimationFrame,D=self.cancelAnimationFrame||self.mozCancelAnimationFrame||self.webkitCancelAnimationFrame||self.msCancelAnimationFrame,R={now:z,frame:function(t){var e=O(t);return{cancel:function(){return D(e)}}},getImageData:function(t,e){void 0===e&&(e=0);var r=self.document.createElement(\"canvas\"),n=r.getContext(\"2d\");if(!n)throw new Error(\"failed to create canvas 2d context\");return r.width=t.width,r.height=t.height,n.drawImage(t,0,0,t.width,t.height),n.getImageData(-e,-e,t.width+2*e,t.height+2*e)},resolveURL:function(t){return C||(C=self.document.createElement(\"a\")),C.href=t,C.href},hardwareConcurrency:self.navigator.hardwareConcurrency||4,get devicePixelRatio(){return self.devicePixelRatio},get prefersReducedMotion(){return!!self.matchMedia&&(null==L&&(L=self.matchMedia(\"(prefers-reduced-motion: reduce)\")),L.matches)}},F={API_URL:\"https://api.mapbox.com\",get EVENTS_URL(){return this.API_URL?0===this.API_URL.indexOf(\"https://api.mapbox.cn\")?\"https://events.mapbox.cn/events/v2\":0===this.API_URL.indexOf(\"https://api.mapbox.com\")?\"https://events.mapbox.com/events/v2\":null:null},FEEDBACK_URL:\"https://apps.mapbox.com/feedback\",REQUIRE_ACCESS_TOKEN:!0,ACCESS_TOKEN:null,MAX_PARALLEL_IMAGE_REQUESTS:16},B={supported:!1,testSupport:function(t){!N&&P&&(j?U(t):I=t)}},N=!1,j=!1;function U(t){var e=t.createTexture();t.bindTexture(t.TEXTURE_2D,e);try{if(t.texImage2D(t.TEXTURE_2D,0,t.RGBA,t.RGBA,t.UNSIGNED_BYTE,P),t.isContextLost())return;B.supported=!0}catch(t){}t.deleteTexture(e),N=!0}self.document&&((P=self.document.createElement(\"img\")).onload=function(){I&&U(I),I=null,j=!0},P.onerror=function(){N=!0,I=null},P.src=\"data:image/webp;base64,UklGRh4AAABXRUJQVlA4TBEAAAAvAQAAAAfQ//73v/+BiOh/AAA=\");var V=\"01\",q=function(t,e){this._transformRequestFn=t,this._customAccessToken=e,this._createSkuToken()};function H(t){return 0===t.indexOf(\"mapbox:\")}q.prototype._createSkuToken=function(){var t=function(){for(var t=\"\",e=0;e<10;e++)t+=\"0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ\"[Math.floor(62*Math.random())];return{token:[\"1\",V,t].join(\"\"),tokenExpiresAt:Date.now()+432e5}}();this._skuToken=t.token,this._skuTokenExpiresAt=t.tokenExpiresAt},q.prototype._isSkuTokenExpired=function(){return Date.now()>this._skuTokenExpiresAt},q.prototype.transformRequest=function(t,e){return this._transformRequestFn&&this._transformRequestFn(t,e)||{url:t}},q.prototype.normalizeStyleURL=function(t,e){if(!H(t))return t;var r=X(t);return r.path=\"/styles/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeGlyphsURL=function(t,e){if(!H(t))return t;var r=X(t);return r.path=\"/fonts/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSourceURL=function(t,e){if(!H(t))return t;var r=X(t);return r.path=\"/v4/\"+r.authority+\".json\",r.params.push(\"secure\"),this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSpriteURL=function(t,e,r,n){var i=X(t);return H(t)?(i.path=\"/styles/v1\"+i.path+\"/sprite\"+e+r,this._makeAPIURL(i,this._customAccessToken||n)):(i.path+=\"\"+e+r,Z(i))},q.prototype.normalizeTileURL=function(t,e){if(this._isSkuTokenExpired()&&this._createSkuToken(),t&&!H(t))return t;var r=X(t);r.path=r.path.replace(/(\\.(png|jpg)\\d*)(?=$)/,(R.devicePixelRatio>=2||512===e?\"@2x\":\"\")+(B.supported?\".webp\":\"$1\")),r.path=r.path.replace(/^.+\\/v4\\//,\"/\"),r.path=\"/v4\"+r.path;var n=this._customAccessToken||function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e].match(/^access_token=(.*)$/);if(n)return n[1]}return null}(r.params)||F.ACCESS_TOKEN;return F.REQUIRE_ACCESS_TOKEN&&n&&this._skuToken&&r.params.push(\"sku=\"+this._skuToken),this._makeAPIURL(r,n)},q.prototype.canonicalizeTileURL=function(t,e){var r=X(t);if(!r.path.match(/(^\\/v4\\/)/)||!r.path.match(/\\.[\\w]+$/))return t;var n=\"mapbox://tiles/\";n+=r.path.replace(\"/v4/\",\"\");var i=r.params;return e&&(i=i.filter((function(t){return!t.match(/^access_token=/)}))),i.length&&(n+=\"?\"+i.join(\"&\")),n},q.prototype.canonicalizeTileset=function(t,e){for(var r=!!e&&H(e),n=[],i=0,a=t.tiles||[];i<a.length;i+=1){var o=a[i];Y(o)?n.push(this.canonicalizeTileURL(o,r)):n.push(o)}return n},q.prototype._makeAPIURL=function(t,e){var r=\"See https://www.mapbox.com/api-documentation/#access-tokens-and-token-scopes\",n=X(F.API_URL);if(t.protocol=n.protocol,t.authority=n.authority,\"/\"!==n.path&&(t.path=\"\"+n.path+t.path),!F.REQUIRE_ACCESS_TOKEN)return Z(t);if(!(e=e||F.ACCESS_TOKEN))throw new Error(\"An API access token is required to use Mapbox GL. \"+r);if(\"s\"===e[0])throw new Error(\"Use a public access token (pk.*) with Mapbox GL, not a secret access token (sk.*). \"+r);return t.params=t.params.filter((function(t){return-1===t.indexOf(\"access_token\")})),t.params.push(\"access_token=\"+e),Z(t)};var G=/^((https?:)?\\/\\/)?([^\\/]+\\.)?mapbox\\.c(n|om)(\\/|\\?|$)/i;function Y(t){return G.test(t)}var W=/^(\\w+):\\/\\/([^/?]*)(\\/[^?]+)?\\??(.+)?/;function X(t){var e=t.match(W);if(!e)throw new Error(\"Unable to parse URL object\");return{protocol:e[1],authority:e[2],path:e[3]||\"/\",params:e[4]?e[4].split(\"&\"):[]}}function Z(t){var e=t.params.length?\"?\"+t.params.join(\"&\"):\"\";return t.protocol+\"://\"+t.authority+t.path+e}function J(t){if(!t)return null;var e=t.split(\".\");if(!e||3!==e.length)return null;try{return JSON.parse(decodeURIComponent(self.atob(e[1]).split(\"\").map((function(t){return\"%\"+(\"00\"+t.charCodeAt(0).toString(16)).slice(-2)})).join(\"\")))}catch(t){return null}}var K=function(t){this.type=t,this.anonId=null,this.eventData={},this.queue=[],this.pendingRequest=null};K.prototype.getStorageKey=function(t){var e,r=J(F.ACCESS_TOKEN);return e=r&&r.u?self.btoa(encodeURIComponent(r.u).replace(/%([0-9A-F]{2})/g,(function(t,e){return String.fromCharCode(Number(\"0x\"+e))}))):F.ACCESS_TOKEN||\"\",t?\"mapbox.eventData.\"+t+\":\"+e:\"mapbox.eventData:\"+e},K.prototype.fetchEventData=function(){var t=E(\"localStorage\"),e=this.getStorageKey(),r=this.getStorageKey(\"uuid\");if(t)try{var n=self.localStorage.getItem(e);n&&(this.eventData=JSON.parse(n));var i=self.localStorage.getItem(r);i&&(this.anonId=i)}catch(t){_(\"Unable to read from LocalStorage\")}},K.prototype.saveEventData=function(){var t=E(\"localStorage\"),e=this.getStorageKey(),r=this.getStorageKey(\"uuid\");if(t)try{self.localStorage.setItem(r,this.anonId),Object.keys(this.eventData).length>=1&&self.localStorage.setItem(e,JSON.stringify(this.eventData))}catch(t){_(\"Unable to write to LocalStorage\")}},K.prototype.processRequests=function(t){},K.prototype.postEvent=function(t,e,r,n){var i=this;if(F.EVENTS_URL){var a=X(F.EVENTS_URL);a.params.push(\"access_token=\"+(n||F.ACCESS_TOKEN||\"\"));var o={event:this.type,created:new Date(t).toISOString(),sdkIdentifier:\"mapbox-gl-js\",sdkVersion:\"1.10.1\",skuId:V,userId:this.anonId},s=e?u(o,e):o,l={url:Z(a),headers:{\"Content-Type\":\"text/plain\"},body:JSON.stringify([s])};this.pendingRequest=xt(l,(function(t){i.pendingRequest=null,r(t),i.saveEventData(),i.processRequests(n)}))}},K.prototype.queueRequest=function(t,e){this.queue.push(t),this.processRequests(e)};var Q,$,tt=function(t){function e(){t.call(this,\"map.load\"),this.success={},this.skuToken=\"\"}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.postMapLoadEvent=function(t,e,r,n){this.skuToken=r,(F.EVENTS_URL&&n||F.ACCESS_TOKEN&&Array.isArray(t)&&t.some((function(t){return H(t)||Y(t)})))&&this.queueRequest({id:e,timestamp:Date.now()},n)},e.prototype.processRequests=function(t){var e=this;if(!this.pendingRequest&&0!==this.queue.length){var r=this.queue.shift(),n=r.id,i=r.timestamp;n&&this.success[n]||(this.anonId||this.fetchEventData(),d(this.anonId)||(this.anonId=p()),this.postEvent(i,{skuToken:this.skuToken},(function(t){t||n&&(e.success[n]=!0)}),t))}},e}(K),et=new(function(t){function e(e){t.call(this,\"appUserTurnstile\"),this._customAccessToken=e}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.postTurnstileEvent=function(t,e){F.EVENTS_URL&&F.ACCESS_TOKEN&&Array.isArray(t)&&t.some((function(t){return H(t)||Y(t)}))&&this.queueRequest(Date.now(),e)},e.prototype.processRequests=function(t){var e=this;if(!this.pendingRequest&&0!==this.queue.length){this.anonId&&this.eventData.lastSuccess&&this.eventData.tokenU||this.fetchEventData();var r=J(F.ACCESS_TOKEN),n=r?r.u:F.ACCESS_TOKEN,i=n!==this.eventData.tokenU;d(this.anonId)||(this.anonId=p(),i=!0);var a=this.queue.shift();if(this.eventData.lastSuccess){var o=new Date(this.eventData.lastSuccess),s=new Date(a),l=(a-this.eventData.lastSuccess)/864e5;i=i||l>=1||l<-1||o.getDate()!==s.getDate()}else i=!0;if(!i)return this.processRequests();this.postEvent(a,{\"enabled.telemetry\":!1},(function(t){t||(e.eventData.lastSuccess=a,e.eventData.tokenU=n)}),t)}},e}(K)),rt=et.postTurnstileEvent.bind(et),nt=new tt,it=nt.postMapLoadEvent.bind(nt),at=500,ot=50;function st(){self.caches&&!Q&&(Q=self.caches.open(\"mapbox-tiles\"))}function lt(t){var e=t.indexOf(\"?\");return e<0?t:t.slice(0,e)}var ct,ut=1/0;function ft(){return null==ct&&(ct=self.OffscreenCanvas&&new self.OffscreenCanvas(1,1).getContext(\"2d\")&&\"function\"==typeof self.createImageBitmap),ct}var ht={Unknown:\"Unknown\",Style:\"Style\",Source:\"Source\",Tile:\"Tile\",Glyphs:\"Glyphs\",SpriteImage:\"SpriteImage\",SpriteJSON:\"SpriteJSON\",Image:\"Image\"};\"function\"==typeof Object.freeze&&Object.freeze(ht);var pt,dt,gt=function(t){function e(e,r,n){401===r&&Y(n)&&(e+=\": you may have provided an invalid Mapbox access token. See https://www.mapbox.com/api-documentation/#access-tokens-and-token-scopes\"),t.call(this,e),this.status=r,this.url=n,this.name=this.constructor.name,this.message=e}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.toString=function(){return this.name+\": \"+this.message+\" (\"+this.status+\"): \"+this.url},e}(Error),mt=k()?function(){return self.worker&&self.worker.referrer}:function(){return(\"blob:\"===self.location.protocol?self.parent:self).location.href},vt=function(t,e){if(!(/^file:/.test(r=t.url)||/^file:/.test(mt())&&!/^\\w+:/.test(r))){if(self.fetch&&self.Request&&self.AbortController&&self.Request.prototype.hasOwnProperty(\"signal\"))return function(t,e){var r,n=new self.AbortController,i=new self.Request(t.url,{method:t.method||\"GET\",body:t.body,credentials:t.credentials,headers:t.headers,referrer:mt(),signal:n.signal}),a=!1,o=!1,s=(r=i.url).indexOf(\"sku=\")>0&&Y(r);\"json\"===t.type&&i.headers.set(\"Accept\",\"application/json\");var l=function(r,n,a){if(!o){if(r&&\"SecurityError\"!==r.message&&_(r),n&&a)return c(n);var l=Date.now();self.fetch(i).then((function(r){if(r.ok){var n=s?r.clone():null;return c(r,n,l)}return e(new gt(r.statusText,r.status,t.url))})).catch((function(t){20!==t.code&&e(new Error(t.message))}))}},c=function(r,n,s){(\"arrayBuffer\"===t.type?r.arrayBuffer():\"json\"===t.type?r.json():r.text()).then((function(t){o||(n&&s&&function(t,e,r){if(st(),Q){var n={status:e.status,statusText:e.statusText,headers:new self.Headers};e.headers.forEach((function(t,e){return n.headers.set(e,t)}));var i=M(e.headers.get(\"Cache-Control\")||\"\");i[\"no-store\"]||(i[\"max-age\"]&&n.headers.set(\"Expires\",new Date(r+1e3*i[\"max-age\"]).toUTCString()),new Date(n.headers.get(\"Expires\")).getTime()-r<42e4||function(t,e){if(void 0===$)try{new Response(new ReadableStream),$=!0}catch(t){$=!1}$?e(t.body):t.blob().then(e)}(e,(function(e){var r=new self.Response(e,n);st(),Q&&Q.then((function(e){return e.put(lt(t.url),r)})).catch((function(t){return _(t.message)}))})))}}(i,n,s),a=!0,e(null,t,r.headers.get(\"Cache-Control\"),r.headers.get(\"Expires\")))})).catch((function(t){o||e(new Error(t.message))}))};return s?function(t,e){if(st(),!Q)return e(null);var r=lt(t.url);Q.then((function(t){t.match(r).then((function(n){var i=function(t){if(!t)return!1;var e=new Date(t.headers.get(\"Expires\")||0),r=M(t.headers.get(\"Cache-Control\")||\"\");return e>Date.now()&&!r[\"no-cache\"]}(n);t.delete(r),i&&t.put(r,n.clone()),e(null,n,i)})).catch(e)})).catch(e)}(i,l):l(null,null),{cancel:function(){o=!0,a||n.abort()}}}(t,e);if(k()&&self.worker&&self.worker.actor)return self.worker.actor.send(\"getResource\",t,e,void 0,!0)}var r;return function(t,e){var r=new self.XMLHttpRequest;for(var n in r.open(t.method||\"GET\",t.url,!0),\"arrayBuffer\"===t.type&&(r.responseType=\"arraybuffer\"),t.headers)r.setRequestHeader(n,t.headers[n]);return\"json\"===t.type&&(r.responseType=\"text\",r.setRequestHeader(\"Accept\",\"application/json\")),r.withCredentials=\"include\"===t.credentials,r.onerror=function(){e(new Error(r.statusText))},r.onload=function(){if((r.status>=200&&r.status<300||0===r.status)&&null!==r.response){var n=r.response;if(\"json\"===t.type)try{n=JSON.parse(r.response)}catch(t){return e(t)}e(null,n,r.getResponseHeader(\"Cache-Control\"),r.getResponseHeader(\"Expires\"))}else e(new gt(r.statusText,r.status,t.url))},r.send(t.body),{cancel:function(){return r.abort()}}}(t,e)},yt=function(t,e){return vt(u(t,{type:\"arrayBuffer\"}),e)},xt=function(t,e){return vt(u(t,{method:\"POST\"}),e)};pt=[],dt=0;var bt=function(t,e){if(B.supported&&(t.headers||(t.headers={}),t.headers.accept=\"image/webp,*/*\"),dt>=F.MAX_PARALLEL_IMAGE_REQUESTS){var r={requestParameters:t,callback:e,cancelled:!1,cancel:function(){this.cancelled=!0}};return pt.push(r),r}dt++;var n=!1,i=function(){if(!n)for(n=!0,dt--;pt.length&&dt<F.MAX_PARALLEL_IMAGE_REQUESTS;){var t=pt.shift();t.cancelled||(t.cancel=bt(t.requestParameters,t.callback).cancel)}},a=yt(t,(function(t,r,n,a){i(),t?e(t):r&&(ft()?function(t,e){var r=new self.Blob([new Uint8Array(t)],{type:\"image/png\"});self.createImageBitmap(r).then((function(t){e(null,t)})).catch((function(t){e(new Error(\"Could not load image because of \"+t.message+\". Please make sure to use a supported image type such as PNG or JPEG. Note that SVGs are not supported.\"))}))}(r,e):function(t,e,r,n){var i=new self.Image,a=self.URL;i.onload=function(){e(null,i),a.revokeObjectURL(i.src)},i.onerror=function(){return e(new Error(\"Could not load image. Please make sure to use a supported image type such as PNG or JPEG. Note that SVGs are not supported.\"))};var o=new self.Blob([new Uint8Array(t)],{type:\"image/png\"});i.cacheControl=r,i.expires=n,i.src=t.byteLength?a.createObjectURL(o):\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAC0lEQVQYV2NgAAIAAAUAAarVyFEAAAAASUVORK5CYII=\"}(r,e,n,a))}));return{cancel:function(){a.cancel(),i()}}};function _t(t,e,r){r[t]&&-1!==r[t].indexOf(e)||(r[t]=r[t]||[],r[t].push(e))}function wt(t,e,r){if(r&&r[t]){var n=r[t].indexOf(e);-1!==n&&r[t].splice(n,1)}}var Tt=function(t,e){void 0===e&&(e={}),u(this,e),this.type=t},kt=function(t){function e(e,r){void 0===r&&(r={}),t.call(this,\"error\",u({error:e},r))}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(Tt),Mt=function(){};Mt.prototype.on=function(t,e){return this._listeners=this._listeners||{},_t(t,e,this._listeners),this},Mt.prototype.off=function(t,e){return wt(t,e,this._listeners),wt(t,e,this._oneTimeListeners),this},Mt.prototype.once=function(t,e){return this._oneTimeListeners=this._oneTimeListeners||{},_t(t,e,this._oneTimeListeners),this},Mt.prototype.fire=function(t,e){\"string\"==typeof t&&(t=new Tt(t,e||{}));var r=t.type;if(this.listens(r)){t.target=this;for(var n=0,i=this._listeners&&this._listeners[r]?this._listeners[r].slice():[];n<i.length;n+=1)i[n].call(this,t);for(var a=0,o=this._oneTimeListeners&&this._oneTimeListeners[r]?this._oneTimeListeners[r].slice():[];a<o.length;a+=1){var s=o[a];wt(r,s,this._oneTimeListeners),s.call(this,t)}var l=this._eventedParent;l&&(u(t,\"function\"==typeof this._eventedParentData?this._eventedParentData():this._eventedParentData),l.fire(t))}else t instanceof kt&&console.error(t.error);return this},Mt.prototype.listens=function(t){return this._listeners&&this._listeners[t]&&this._listeners[t].length>0||this._oneTimeListeners&&this._oneTimeListeners[t]&&this._oneTimeListeners[t].length>0||this._eventedParent&&this._eventedParent.listens(t)},Mt.prototype.setEventedParent=function(t,e){return this._eventedParent=t,this._eventedParentData=e,this};var At={$version:8,$root:{version:{required:!0,type:\"enum\",values:[8]},name:{type:\"string\"},metadata:{type:\"*\"},center:{type:\"array\",value:\"number\"},zoom:{type:\"number\"},bearing:{type:\"number\",default:0,period:360,units:\"degrees\"},pitch:{type:\"number\",default:0,units:\"degrees\"},light:{type:\"light\"},sources:{required:!0,type:\"sources\"},sprite:{type:\"string\"},glyphs:{type:\"string\"},transition:{type:\"transition\"},layers:{required:!0,type:\"array\",value:\"layer\"}},sources:{\"*\":{type:\"source\"}},source:[\"source_vector\",\"source_raster\",\"source_raster_dem\",\"source_geojson\",\"source_video\",\"source_image\"],source_vector:{type:{required:!0,type:\"enum\",values:{vector:{}}},url:{type:\"string\"},tiles:{type:\"array\",value:\"string\"},bounds:{type:\"array\",value:\"number\",length:4,default:[-180,-85.051129,180,85.051129]},scheme:{type:\"enum\",values:{xyz:{},tms:{}},default:\"xyz\"},minzoom:{type:\"number\",default:0},maxzoom:{type:\"number\",default:22},attribution:{type:\"string\"},promoteId:{type:\"promoteId\"},\"*\":{type:\"*\"}},source_raster:{type:{required:!0,type:\"enum\",values:{raster:{}}},url:{type:\"string\"},tiles:{type:\"array\",value:\"string\"},bounds:{type:\"array\",value:\"number\",length:4,default:[-180,-85.051129,180,85.051129]},minzoom:{type:\"number\",default:0},maxzoom:{type:\"number\",default:22},tileSize:{type:\"number\",default:512,units:\"pixels\"},scheme:{type:\"enum\",values:{xyz:{},tms:{}},default:\"xyz\"},attribution:{type:\"string\"},\"*\":{type:\"*\"}},source_raster_dem:{type:{required:!0,type:\"enum\",values:{\"raster-dem\":{}}},url:{type:\"string\"},tiles:{type:\"array\",value:\"string\"},bounds:{type:\"array\",value:\"number\",length:4,default:[-180,-85.051129,180,85.051129]},minzoom:{type:\"number\",default:0},maxzoom:{type:\"number\",default:22},tileSize:{type:\"number\",default:512,units:\"pixels\"},attribution:{type:\"string\"},encoding:{type:\"enum\",values:{terrarium:{},mapbox:{}},default:\"mapbox\"},\"*\":{type:\"*\"}},source_geojson:{type:{required:!0,type:\"enum\",values:{geojson:{}}},data:{type:\"*\"},maxzoom:{type:\"number\",default:18},attribution:{type:\"string\"},buffer:{type:\"number\",default:128,maximum:512,minimum:0},tolerance:{type:\"number\",default:.375},cluster:{type:\"boolean\",default:!1},clusterRadius:{type:\"number\",default:50,minimum:0},clusterMaxZoom:{type:\"number\"},clusterProperties:{type:\"*\"},lineMetrics:{type:\"boolean\",default:!1},generateId:{type:\"boolean\",default:!1},promoteId:{type:\"promoteId\"}},source_video:{type:{required:!0,type:\"enum\",values:{video:{}}},urls:{required:!0,type:\"array\",value:\"string\"},coordinates:{required:!0,type:\"array\",length:4,value:{type:\"array\",length:2,value:\"number\"}}},source_image:{type:{required:!0,type:\"enum\",values:{image:{}}},url:{required:!0,type:\"string\"},coordinates:{required:!0,type:\"array\",length:4,value:{type:\"array\",length:2,value:\"number\"}}},layer:{id:{type:\"string\",required:!0},type:{type:\"enum\",values:{fill:{},line:{},symbol:{},circle:{},heatmap:{},\"fill-extrusion\":{},raster:{},hillshade:{},background:{}},required:!0},metadata:{type:\"*\"},source:{type:\"string\"},\"source-layer\":{type:\"string\"},minzoom:{type:\"number\",minimum:0,maximum:24},maxzoom:{type:\"number\",minimum:0,maximum:24},filter:{type:\"filter\"},layout:{type:\"layout\"},paint:{type:\"paint\"}},layout:[\"layout_fill\",\"layout_line\",\"layout_circle\",\"layout_heatmap\",\"layout_fill-extrusion\",\"layout_symbol\",\"layout_raster\",\"layout_hillshade\",\"layout_background\"],layout_background:{visibility:{type:\"enum\",values:{visible:{},none:{}},default:\"visible\",\"property-type\":\"constant\"}},layout_fill:{\"fill-sort-key\":{type:\"number\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},visibility:{type:\"enum\",values:{visible:{},none:{}},default:\"visible\",\"property-type\":\"constant\"}},layout_circle:{\"circle-sort-key\":{type:\"number\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},visibility:{type:\"enum\",values:{visible:{},none:{}},default:\"visible\",\"property-type\":\"constant\"}},layout_heatmap:{visibility:{type:\"enum\",values:{visible:{},none:{}},default:\"visible\",\"property-type\":\"constant\"}},\"layout_fill-extrusion\":{visibility:{type:\"enum\",values:{visible:{},none:{}},default:\"visible\",\"property-type\":\"constant\"}},layout_line:{\"line-cap\":{type:\"enum\",values:{butt:{},round:{},square:{}},default:\"butt\",expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"line-join\":{type:\"enum\",values:{bevel:{},round:{},miter:{}},default:\"miter\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"line-miter-limit\":{type:\"number\",default:2,requires:[{\"line-join\":\"miter\"}],expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"line-round-limit\":{type:\"number\",default:1.05,requires:[{\"line-join\":\"round\"}],expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"line-sort-key\":{type:\"number\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},visibility:{type:\"enum\",values:{visible:{},none:{}},default:\"visible\",\"property-type\":\"constant\"}},layout_symbol:{\"symbol-placement\":{type:\"enum\",values:{point:{},line:{},\"line-center\":{}},default:\"point\",expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"symbol-spacing\":{type:\"number\",default:250,minimum:1,units:\"pixels\",requires:[{\"symbol-placement\":\"line\"}],expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"symbol-avoid-edges\":{type:\"boolean\",default:!1,expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"symbol-sort-key\":{type:\"number\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"symbol-z-order\":{type:\"enum\",values:{auto:{},\"viewport-y\":{},source:{}},default:\"auto\",expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"icon-allow-overlap\":{type:\"boolean\",default:!1,requires:[\"icon-image\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"icon-ignore-placement\":{type:\"boolean\",default:!1,requires:[\"icon-image\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"icon-optional\":{type:\"boolean\",default:!1,requires:[\"icon-image\",\"text-field\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"icon-rotation-alignment\":{type:\"enum\",values:{map:{},viewport:{},auto:{}},default:\"auto\",requires:[\"icon-image\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"icon-size\":{type:\"number\",default:1,minimum:0,units:\"factor of the original icon size\",requires:[\"icon-image\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"icon-text-fit\":{type:\"enum\",values:{none:{},width:{},height:{},both:{}},default:\"none\",requires:[\"icon-image\",\"text-field\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"icon-text-fit-padding\":{type:\"array\",value:\"number\",length:4,default:[0,0,0,0],units:\"pixels\",requires:[\"icon-image\",\"text-field\",{\"icon-text-fit\":[\"both\",\"width\",\"height\"]}],expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"icon-image\":{type:\"resolvedImage\",tokens:!0,expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"icon-rotate\":{type:\"number\",default:0,period:360,units:\"degrees\",requires:[\"icon-image\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"icon-padding\":{type:\"number\",default:2,minimum:0,units:\"pixels\",requires:[\"icon-image\"],expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"icon-keep-upright\":{type:\"boolean\",default:!1,requires:[\"icon-image\",{\"icon-rotation-alignment\":\"map\"},{\"symbol-placement\":[\"line\",\"line-center\"]}],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"icon-offset\":{type:\"array\",value:\"number\",length:2,default:[0,0],requires:[\"icon-image\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"icon-anchor\":{type:\"enum\",values:{center:{},left:{},right:{},top:{},bottom:{},\"top-left\":{},\"top-right\":{},\"bottom-left\":{},\"bottom-right\":{}},default:\"center\",requires:[\"icon-image\"],expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"icon-pitch-alignment\":{type:\"enum\",values:{map:{},viewport:{},auto:{}},default:\"auto\",requires:[\"icon-image\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"text-pitch-alignment\":{type:\"enum\",values:{map:{},viewport:{},auto:{}},default:\"auto\",requires:[\"text-field\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"text-rotation-alignment\":{type:\"enum\",values:{map:{},viewport:{},auto:{}},default:\"auto\",requires:[\"text-field\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"text-field\":{type:\"formatted\",default:\"\",tokens:!0,expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"text-font\":{type:\"array\",value:\"string\",default:[\"Open Sans Regular\",\"Arial Unicode MS Regular\"],requires:[\"text-field\"],expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"text-size\":{type:\"number\",default:16,minimum:0,units:\"pixels\",requires:[\"text-field\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"text-max-width\":{type:\"number\",default:10,minimum:0,units:\"ems\",requires:[\"text-field\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"text-line-height\":{type:\"number\",default:1.2,units:\"ems\",requires:[\"text-field\"],expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"text-letter-spacing\":{type:\"number\",default:0,units:\"ems\",requires:[\"text-field\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"text-justify\":{type:\"enum\",values:{auto:{},left:{},center:{},right:{}},default:\"center\",requires:[\"text-field\"],expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"text-radial-offset\":{type:\"number\",units:\"ems\",default:0,requires:[\"text-field\"],\"property-type\":\"data-driven\",expression:{interpolated:!0,parameters:[\"zoom\",\"feature\"]}},\"text-variable-anchor\":{type:\"array\",value:\"enum\",values:{center:{},left:{},right:{},top:{},bottom:{},\"top-left\":{},\"top-right\":{},\"bottom-left\":{},\"bottom-right\":{}},requires:[\"text-field\",{\"symbol-placement\":[\"point\"]}],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"text-anchor\":{type:\"enum\",values:{center:{},left:{},right:{},top:{},bottom:{},\"top-left\":{},\"top-right\":{},\"bottom-left\":{},\"bottom-right\":{}},default:\"center\",requires:[\"text-field\",{\"!\":\"text-variable-anchor\"}],expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"text-max-angle\":{type:\"number\",default:45,units:\"degrees\",requires:[\"text-field\",{\"symbol-placement\":[\"line\",\"line-center\"]}],expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"text-writing-mode\":{type:\"array\",value:\"enum\",values:{horizontal:{},vertical:{}},requires:[\"text-field\",{\"symbol-placement\":[\"point\"]}],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"text-rotate\":{type:\"number\",default:0,period:360,units:\"degrees\",requires:[\"text-field\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"text-padding\":{type:\"number\",default:2,minimum:0,units:\"pixels\",requires:[\"text-field\"],expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"text-keep-upright\":{type:\"boolean\",default:!0,requires:[\"text-field\",{\"text-rotation-alignment\":\"map\"},{\"symbol-placement\":[\"line\",\"line-center\"]}],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"text-transform\":{type:\"enum\",values:{none:{},uppercase:{},lowercase:{}},default:\"none\",requires:[\"text-field\"],expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"text-offset\":{type:\"array\",value:\"number\",units:\"ems\",length:2,default:[0,0],requires:[\"text-field\",{\"!\":\"text-radial-offset\"}],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"data-driven\"},\"text-allow-overlap\":{type:\"boolean\",default:!1,requires:[\"text-field\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"text-ignore-placement\":{type:\"boolean\",default:!1,requires:[\"text-field\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"text-optional\":{type:\"boolean\",default:!1,requires:[\"text-field\",\"icon-image\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},visibility:{type:\"enum\",values:{visible:{},none:{}},default:\"visible\",\"property-type\":\"constant\"}},layout_raster:{visibility:{type:\"enum\",values:{visible:{},none:{}},default:\"visible\",\"property-type\":\"constant\"}},layout_hillshade:{visibility:{type:\"enum\",values:{visible:{},none:{}},default:\"visible\",\"property-type\":\"constant\"}},filter:{type:\"array\",value:\"*\"},filter_operator:{type:\"enum\",values:{\"==\":{},\"!=\":{},\">\":{},\">=\":{},\"<\":{},\"<=\":{},in:{},\"!in\":{},all:{},any:{},none:{},has:{},\"!has\":{},within:{}}},geometry_type:{type:\"enum\",values:{Point:{},LineString:{},Polygon:{}}},function:{expression:{type:\"expression\"},stops:{type:\"array\",value:\"function_stop\"},base:{type:\"number\",default:1,minimum:0},property:{type:\"string\",default:\"$zoom\"},type:{type:\"enum\",values:{identity:{},exponential:{},interval:{},categorical:{}},default:\"exponential\"},colorSpace:{type:\"enum\",values:{rgb:{},lab:{},hcl:{}},default:\"rgb\"},default:{type:\"*\",required:!1}},function_stop:{type:\"array\",minimum:0,maximum:24,value:[\"number\",\"color\"],length:2},expression:{type:\"array\",value:\"*\",minimum:1},expression_name:{type:\"enum\",values:{let:{group:\"Variable binding\"},var:{group:\"Variable binding\"},literal:{group:\"Types\"},array:{group:\"Types\"},at:{group:\"Lookup\"},in:{group:\"Lookup\"},\"index-of\":{group:\"Lookup\"},slice:{group:\"Lookup\"},case:{group:\"Decision\"},match:{group:\"Decision\"},coalesce:{group:\"Decision\"},step:{group:\"Ramps, scales, curves\"},interpolate:{group:\"Ramps, scales, curves\"},\"interpolate-hcl\":{group:\"Ramps, scales, curves\"},\"interpolate-lab\":{group:\"Ramps, scales, curves\"},ln2:{group:\"Math\"},pi:{group:\"Math\"},e:{group:\"Math\"},typeof:{group:\"Types\"},string:{group:\"Types\"},number:{group:\"Types\"},boolean:{group:\"Types\"},object:{group:\"Types\"},collator:{group:\"Types\"},format:{group:\"Types\"},image:{group:\"Types\"},\"number-format\":{group:\"Types\"},\"to-string\":{group:\"Types\"},\"to-number\":{group:\"Types\"},\"to-boolean\":{group:\"Types\"},\"to-rgba\":{group:\"Color\"},\"to-color\":{group:\"Types\"},rgb:{group:\"Color\"},rgba:{group:\"Color\"},get:{group:\"Lookup\"},has:{group:\"Lookup\"},length:{group:\"Lookup\"},properties:{group:\"Feature data\"},\"feature-state\":{group:\"Feature data\"},\"geometry-type\":{group:\"Feature data\"},id:{group:\"Feature data\"},zoom:{group:\"Zoom\"},\"heatmap-density\":{group:\"Heatmap\"},\"line-progress\":{group:\"Feature data\"},accumulated:{group:\"Feature data\"},\"+\":{group:\"Math\"},\"*\":{group:\"Math\"},\"-\":{group:\"Math\"},\"/\":{group:\"Math\"},\"%\":{group:\"Math\"},\"^\":{group:\"Math\"},sqrt:{group:\"Math\"},log10:{group:\"Math\"},ln:{group:\"Math\"},log2:{group:\"Math\"},sin:{group:\"Math\"},cos:{group:\"Math\"},tan:{group:\"Math\"},asin:{group:\"Math\"},acos:{group:\"Math\"},atan:{group:\"Math\"},min:{group:\"Math\"},max:{group:\"Math\"},round:{group:\"Math\"},abs:{group:\"Math\"},ceil:{group:\"Math\"},floor:{group:\"Math\"},distance:{group:\"Math\"},\"==\":{group:\"Decision\"},\"!=\":{group:\"Decision\"},\">\":{group:\"Decision\"},\"<\":{group:\"Decision\"},\">=\":{group:\"Decision\"},\"<=\":{group:\"Decision\"},all:{group:\"Decision\"},any:{group:\"Decision\"},\"!\":{group:\"Decision\"},within:{group:\"Decision\"},\"is-supported-script\":{group:\"String\"},upcase:{group:\"String\"},downcase:{group:\"String\"},concat:{group:\"String\"},\"resolved-locale\":{group:\"String\"}}},light:{anchor:{type:\"enum\",default:\"viewport\",values:{map:{},viewport:{}},\"property-type\":\"data-constant\",transition:!1,expression:{interpolated:!1,parameters:[\"zoom\"]}},position:{type:\"array\",default:[1.15,210,30],length:3,value:\"number\",\"property-type\":\"data-constant\",transition:!0,expression:{interpolated:!0,parameters:[\"zoom\"]}},color:{type:\"color\",\"property-type\":\"data-constant\",default:\"#ffffff\",expression:{interpolated:!0,parameters:[\"zoom\"]},transition:!0},intensity:{type:\"number\",\"property-type\":\"data-constant\",default:.5,minimum:0,maximum:1,expression:{interpolated:!0,parameters:[\"zoom\"]},transition:!0}},paint:[\"paint_fill\",\"paint_line\",\"paint_circle\",\"paint_heatmap\",\"paint_fill-extrusion\",\"paint_symbol\",\"paint_raster\",\"paint_hillshade\",\"paint_background\"],paint_fill:{\"fill-antialias\":{type:\"boolean\",default:!0,expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"fill-opacity\":{type:\"number\",default:1,minimum:0,maximum:1,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"fill-color\":{type:\"color\",default:\"#000000\",transition:!0,requires:[{\"!\":\"fill-pattern\"}],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"fill-outline-color\":{type:\"color\",transition:!0,requires:[{\"!\":\"fill-pattern\"},{\"fill-antialias\":!0}],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"fill-translate\":{type:\"array\",value:\"number\",length:2,default:[0,0],transition:!0,units:\"pixels\",expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"fill-translate-anchor\":{type:\"enum\",values:{map:{},viewport:{}},default:\"map\",requires:[\"fill-translate\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"fill-pattern\":{type:\"resolvedImage\",transition:!0,expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"cross-faded-data-driven\"}},\"paint_fill-extrusion\":{\"fill-extrusion-opacity\":{type:\"number\",default:1,minimum:0,maximum:1,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"fill-extrusion-color\":{type:\"color\",default:\"#000000\",transition:!0,requires:[{\"!\":\"fill-extrusion-pattern\"}],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"fill-extrusion-translate\":{type:\"array\",value:\"number\",length:2,default:[0,0],transition:!0,units:\"pixels\",expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"fill-extrusion-translate-anchor\":{type:\"enum\",values:{map:{},viewport:{}},default:\"map\",requires:[\"fill-extrusion-translate\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"fill-extrusion-pattern\":{type:\"resolvedImage\",transition:!0,expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"cross-faded-data-driven\"},\"fill-extrusion-height\":{type:\"number\",default:0,minimum:0,units:\"meters\",transition:!0,expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"fill-extrusion-base\":{type:\"number\",default:0,minimum:0,units:\"meters\",transition:!0,requires:[\"fill-extrusion-height\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"fill-extrusion-vertical-gradient\":{type:\"boolean\",default:!0,transition:!1,expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"}},paint_line:{\"line-opacity\":{type:\"number\",default:1,minimum:0,maximum:1,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"line-color\":{type:\"color\",default:\"#000000\",transition:!0,requires:[{\"!\":\"line-pattern\"}],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"line-translate\":{type:\"array\",value:\"number\",length:2,default:[0,0],transition:!0,units:\"pixels\",expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"line-translate-anchor\":{type:\"enum\",values:{map:{},viewport:{}},default:\"map\",requires:[\"line-translate\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"line-width\":{type:\"number\",default:1,minimum:0,transition:!0,units:\"pixels\",expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"line-gap-width\":{type:\"number\",default:0,minimum:0,transition:!0,units:\"pixels\",expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"line-offset\":{type:\"number\",default:0,transition:!0,units:\"pixels\",expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"line-blur\":{type:\"number\",default:0,minimum:0,transition:!0,units:\"pixels\",expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"line-dasharray\":{type:\"array\",value:\"number\",minimum:0,transition:!0,units:\"line widths\",requires:[{\"!\":\"line-pattern\"}],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"cross-faded\"},\"line-pattern\":{type:\"resolvedImage\",transition:!0,expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]},\"property-type\":\"cross-faded-data-driven\"},\"line-gradient\":{type:\"color\",transition:!1,requires:[{\"!\":\"line-dasharray\"},{\"!\":\"line-pattern\"},{source:\"geojson\",has:{lineMetrics:!0}}],expression:{interpolated:!0,parameters:[\"line-progress\"]},\"property-type\":\"color-ramp\"}},paint_circle:{\"circle-radius\":{type:\"number\",default:5,minimum:0,transition:!0,units:\"pixels\",expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"circle-color\":{type:\"color\",default:\"#000000\",transition:!0,expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"circle-blur\":{type:\"number\",default:0,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"circle-opacity\":{type:\"number\",default:1,minimum:0,maximum:1,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"circle-translate\":{type:\"array\",value:\"number\",length:2,default:[0,0],transition:!0,units:\"pixels\",expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"circle-translate-anchor\":{type:\"enum\",values:{map:{},viewport:{}},default:\"map\",requires:[\"circle-translate\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"circle-pitch-scale\":{type:\"enum\",values:{map:{},viewport:{}},default:\"map\",expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"circle-pitch-alignment\":{type:\"enum\",values:{map:{},viewport:{}},default:\"viewport\",expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"circle-stroke-width\":{type:\"number\",default:0,minimum:0,transition:!0,units:\"pixels\",expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"circle-stroke-color\":{type:\"color\",default:\"#000000\",transition:!0,expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"circle-stroke-opacity\":{type:\"number\",default:1,minimum:0,maximum:1,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"}},paint_heatmap:{\"heatmap-radius\":{type:\"number\",default:30,minimum:1,transition:!0,units:\"pixels\",expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"heatmap-weight\":{type:\"number\",default:1,minimum:0,transition:!1,expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"heatmap-intensity\":{type:\"number\",default:1,minimum:0,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"heatmap-color\":{type:\"color\",default:[\"interpolate\",[\"linear\"],[\"heatmap-density\"],0,\"rgba(0, 0, 255, 0)\",.1,\"royalblue\",.3,\"cyan\",.5,\"lime\",.7,\"yellow\",1,\"red\"],transition:!1,expression:{interpolated:!0,parameters:[\"heatmap-density\"]},\"property-type\":\"color-ramp\"},\"heatmap-opacity\":{type:\"number\",default:1,minimum:0,maximum:1,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"}},paint_symbol:{\"icon-opacity\":{type:\"number\",default:1,minimum:0,maximum:1,transition:!0,requires:[\"icon-image\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"icon-color\":{type:\"color\",default:\"#000000\",transition:!0,requires:[\"icon-image\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"icon-halo-color\":{type:\"color\",default:\"rgba(0, 0, 0, 0)\",transition:!0,requires:[\"icon-image\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"icon-halo-width\":{type:\"number\",default:0,minimum:0,transition:!0,units:\"pixels\",requires:[\"icon-image\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"icon-halo-blur\":{type:\"number\",default:0,minimum:0,transition:!0,units:\"pixels\",requires:[\"icon-image\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"icon-translate\":{type:\"array\",value:\"number\",length:2,default:[0,0],transition:!0,units:\"pixels\",requires:[\"icon-image\"],expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"icon-translate-anchor\":{type:\"enum\",values:{map:{},viewport:{}},default:\"map\",requires:[\"icon-image\",\"icon-translate\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"text-opacity\":{type:\"number\",default:1,minimum:0,maximum:1,transition:!0,requires:[\"text-field\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"text-color\":{type:\"color\",default:\"#000000\",transition:!0,overridable:!0,requires:[\"text-field\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"text-halo-color\":{type:\"color\",default:\"rgba(0, 0, 0, 0)\",transition:!0,requires:[\"text-field\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"text-halo-width\":{type:\"number\",default:0,minimum:0,transition:!0,units:\"pixels\",requires:[\"text-field\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"text-halo-blur\":{type:\"number\",default:0,minimum:0,transition:!0,units:\"pixels\",requires:[\"text-field\"],expression:{interpolated:!0,parameters:[\"zoom\",\"feature\",\"feature-state\"]},\"property-type\":\"data-driven\"},\"text-translate\":{type:\"array\",value:\"number\",length:2,default:[0,0],transition:!0,units:\"pixels\",requires:[\"text-field\"],expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"text-translate-anchor\":{type:\"enum\",values:{map:{},viewport:{}},default:\"map\",requires:[\"text-field\",\"text-translate\"],expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"}},paint_raster:{\"raster-opacity\":{type:\"number\",default:1,minimum:0,maximum:1,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"raster-hue-rotate\":{type:\"number\",default:0,period:360,transition:!0,units:\"degrees\",expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"raster-brightness-min\":{type:\"number\",default:0,minimum:0,maximum:1,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"raster-brightness-max\":{type:\"number\",default:1,minimum:0,maximum:1,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"raster-saturation\":{type:\"number\",default:0,minimum:-1,maximum:1,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"raster-contrast\":{type:\"number\",default:0,minimum:-1,maximum:1,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"raster-resampling\":{type:\"enum\",values:{linear:{},nearest:{}},default:\"linear\",expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"raster-fade-duration\":{type:\"number\",default:300,minimum:0,transition:!1,units:\"milliseconds\",expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"}},paint_hillshade:{\"hillshade-illumination-direction\":{type:\"number\",default:335,minimum:0,maximum:359,transition:!1,expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"hillshade-illumination-anchor\":{type:\"enum\",values:{map:{},viewport:{}},default:\"viewport\",expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"hillshade-exaggeration\":{type:\"number\",default:.5,minimum:0,maximum:1,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"hillshade-shadow-color\":{type:\"color\",default:\"#000000\",transition:!0,expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"hillshade-highlight-color\":{type:\"color\",default:\"#FFFFFF\",transition:!0,expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"hillshade-accent-color\":{type:\"color\",default:\"#000000\",transition:!0,expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"}},paint_background:{\"background-color\":{type:\"color\",default:\"#000000\",transition:!0,requires:[{\"!\":\"background-pattern\"}],expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"},\"background-pattern\":{type:\"resolvedImage\",transition:!0,expression:{interpolated:!1,parameters:[\"zoom\"]},\"property-type\":\"cross-faded\"},\"background-opacity\":{type:\"number\",default:1,minimum:0,maximum:1,transition:!0,expression:{interpolated:!0,parameters:[\"zoom\"]},\"property-type\":\"data-constant\"}},transition:{duration:{type:\"number\",default:300,minimum:0,units:\"milliseconds\"},delay:{type:\"number\",default:0,minimum:0,units:\"milliseconds\"}},\"property-type\":{\"data-driven\":{type:\"property-type\"},\"cross-faded\":{type:\"property-type\"},\"cross-faded-data-driven\":{type:\"property-type\"},\"color-ramp\":{type:\"property-type\"},\"data-constant\":{type:\"property-type\"},constant:{type:\"property-type\"}},promoteId:{\"*\":{type:\"string\"}}},St=function(t,e,r,n){this.message=(t?t+\": \":\"\")+r,n&&(this.identifier=n),null!=e&&e.__line__&&(this.line=e.__line__)};function Et(t){var e=t.value;return e?[new St(t.key,e,\"constants have been deprecated as of v8\")]:[]}function Ct(t){for(var e=[],r=arguments.length-1;r-- >0;)e[r]=arguments[r+1];for(var n=0,i=e;n<i.length;n+=1){var a=i[n];for(var o in a)t[o]=a[o]}return t}function Lt(t){return t instanceof Number||t instanceof String||t instanceof Boolean?t.valueOf():t}function It(t){if(Array.isArray(t))return t.map(It);if(t instanceof Object&&!(t instanceof Number||t instanceof String||t instanceof Boolean)){var e={};for(var r in t)e[r]=It(t[r]);return e}return Lt(t)}var Pt=function(t){function e(e,r){t.call(this,r),this.message=r,this.key=e}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(Error),zt=function(t,e){void 0===e&&(e=[]),this.parent=t,this.bindings={};for(var r=0,n=e;r<n.length;r+=1){var i=n[r];this.bindings[i[0]]=i[1]}};zt.prototype.concat=function(t){return new zt(this,t)},zt.prototype.get=function(t){if(this.bindings[t])return this.bindings[t];if(this.parent)return this.parent.get(t);throw new Error(t+\" not found in scope.\")},zt.prototype.has=function(t){return!!this.bindings[t]||!!this.parent&&this.parent.has(t)};var Ot={kind:\"null\"},Dt={kind:\"number\"},Rt={kind:\"string\"},Ft={kind:\"boolean\"},Bt={kind:\"color\"},Nt={kind:\"object\"},jt={kind:\"value\"},Ut={kind:\"collator\"},Vt={kind:\"formatted\"},qt={kind:\"resolvedImage\"};function Ht(t,e){return{kind:\"array\",itemType:t,N:e}}function Gt(t){if(\"array\"===t.kind){var e=Gt(t.itemType);return\"number\"==typeof t.N?\"array<\"+e+\", \"+t.N+\">\":\"value\"===t.itemType.kind?\"array\":\"array<\"+e+\">\"}return t.kind}var Yt=[Ot,Dt,Rt,Ft,Bt,Vt,Nt,Ht(jt),qt];function Wt(t,e){if(\"error\"===e.kind)return null;if(\"array\"===t.kind){if(\"array\"===e.kind&&(0===e.N&&\"value\"===e.itemType.kind||!Wt(t.itemType,e.itemType))&&(\"number\"!=typeof t.N||t.N===e.N))return null}else{if(t.kind===e.kind)return null;if(\"value\"===t.kind)for(var r=0,n=Yt;r<n.length;r+=1)if(!Wt(n[r],e))return null}return\"Expected \"+Gt(t)+\" but found \"+Gt(e)+\" instead.\"}function Xt(t,e){return e.some((function(e){return e.kind===t.kind}))}function Zt(t,e){return e.some((function(e){return\"null\"===e?null===t:\"array\"===e?Array.isArray(t):\"object\"===e?t&&!Array.isArray(t)&&\"object\"==typeof t:e===typeof t}))}var Jt=e((function(t,e){var r={transparent:[0,0,0,0],aliceblue:[240,248,255,1],antiquewhite:[250,235,215,1],aqua:[0,255,255,1],aquamarine:[127,255,212,1],azure:[240,255,255,1],beige:[245,245,220,1],bisque:[255,228,196,1],black:[0,0,0,1],blanchedalmond:[255,235,205,1],blue:[0,0,255,1],blueviolet:[138,43,226,1],brown:[165,42,42,1],burlywood:[222,184,135,1],cadetblue:[95,158,160,1],chartreuse:[127,255,0,1],chocolate:[210,105,30,1],coral:[255,127,80,1],cornflowerblue:[100,149,237,1],cornsilk:[255,248,220,1],crimson:[220,20,60,1],cyan:[0,255,255,1],darkblue:[0,0,139,1],darkcyan:[0,139,139,1],darkgoldenrod:[184,134,11,1],darkgray:[169,169,169,1],darkgreen:[0,100,0,1],darkgrey:[169,169,169,1],darkkhaki:[189,183,107,1],darkmagenta:[139,0,139,1],darkolivegreen:[85,107,47,1],darkorange:[255,140,0,1],darkorchid:[153,50,204,1],darkred:[139,0,0,1],darksalmon:[233,150,122,1],darkseagreen:[143,188,143,1],darkslateblue:[72,61,139,1],darkslategray:[47,79,79,1],darkslategrey:[47,79,79,1],darkturquoise:[0,206,209,1],darkviolet:[148,0,211,1],deeppink:[255,20,147,1],deepskyblue:[0,191,255,1],dimgray:[105,105,105,1],dimgrey:[105,105,105,1],dodgerblue:[30,144,255,1],firebrick:[178,34,34,1],floralwhite:[255,250,240,1],forestgreen:[34,139,34,1],fuchsia:[255,0,255,1],gainsboro:[220,220,220,1],ghostwhite:[248,248,255,1],gold:[255,215,0,1],goldenrod:[218,165,32,1],gray:[128,128,128,1],green:[0,128,0,1],greenyellow:[173,255,47,1],grey:[128,128,128,1],honeydew:[240,255,240,1],hotpink:[255,105,180,1],indianred:[205,92,92,1],indigo:[75,0,130,1],ivory:[255,255,240,1],khaki:[240,230,140,1],lavender:[230,230,250,1],lavenderblush:[255,240,245,1],lawngreen:[124,252,0,1],lemonchiffon:[255,250,205,1],lightblue:[173,216,230,1],lightcoral:[240,128,128,1],lightcyan:[224,255,255,1],lightgoldenrodyellow:[250,250,210,1],lightgray:[211,211,211,1],lightgreen:[144,238,144,1],lightgrey:[211,211,211,1],lightpink:[255,182,193,1],lightsalmon:[255,160,122,1],lightseagreen:[32,178,170,1],lightskyblue:[135,206,250,1],lightslategray:[119,136,153,1],lightslategrey:[119,136,153,1],lightsteelblue:[176,196,222,1],lightyellow:[255,255,224,1],lime:[0,255,0,1],limegreen:[50,205,50,1],linen:[250,240,230,1],magenta:[255,0,255,1],maroon:[128,0,0,1],mediumaquamarine:[102,205,170,1],mediumblue:[0,0,205,1],mediumorchid:[186,85,211,1],mediumpurple:[147,112,219,1],mediumseagreen:[60,179,113,1],mediumslateblue:[123,104,238,1],mediumspringgreen:[0,250,154,1],mediumturquoise:[72,209,204,1],mediumvioletred:[199,21,133,1],midnightblue:[25,25,112,1],mintcream:[245,255,250,1],mistyrose:[255,228,225,1],moccasin:[255,228,181,1],navajowhite:[255,222,173,1],navy:[0,0,128,1],oldlace:[253,245,230,1],olive:[128,128,0,1],olivedrab:[107,142,35,1],orange:[255,165,0,1],orangered:[255,69,0,1],orchid:[218,112,214,1],palegoldenrod:[238,232,170,1],palegreen:[152,251,152,1],paleturquoise:[175,238,238,1],palevioletred:[219,112,147,1],papayawhip:[255,239,213,1],peachpuff:[255,218,185,1],peru:[205,133,63,1],pink:[255,192,203,1],plum:[221,160,221,1],powderblue:[176,224,230,1],purple:[128,0,128,1],rebeccapurple:[102,51,153,1],red:[255,0,0,1],rosybrown:[188,143,143,1],royalblue:[65,105,225,1],saddlebrown:[139,69,19,1],salmon:[250,128,114,1],sandybrown:[244,164,96,1],seagreen:[46,139,87,1],seashell:[255,245,238,1],sienna:[160,82,45,1],silver:[192,192,192,1],skyblue:[135,206,235,1],slateblue:[106,90,205,1],slategray:[112,128,144,1],slategrey:[112,128,144,1],snow:[255,250,250,1],springgreen:[0,255,127,1],steelblue:[70,130,180,1],tan:[210,180,140,1],teal:[0,128,128,1],thistle:[216,191,216,1],tomato:[255,99,71,1],turquoise:[64,224,208,1],violet:[238,130,238,1],wheat:[245,222,179,1],white:[255,255,255,1],whitesmoke:[245,245,245,1],yellow:[255,255,0,1],yellowgreen:[154,205,50,1]};function n(t){return(t=Math.round(t))<0?0:t>255?255:t}function i(t){return n(\"%\"===t[t.length-1]?parseFloat(t)/100*255:parseInt(t))}function a(t){return(e=\"%\"===t[t.length-1]?parseFloat(t)/100:parseFloat(t))<0?0:e>1?1:e;var e}function o(t,e,r){return r<0?r+=1:r>1&&(r-=1),6*r<1?t+(e-t)*r*6:2*r<1?e:3*r<2?t+(e-t)*(2/3-r)*6:t}try{e.parseCSSColor=function(t){var e,s=t.replace(/ /g,\"\").toLowerCase();if(s in r)return r[s].slice();if(\"#\"===s[0])return 4===s.length?(e=parseInt(s.substr(1),16))>=0&&e<=4095?[(3840&e)>>4|(3840&e)>>8,240&e|(240&e)>>4,15&e|(15&e)<<4,1]:null:7===s.length&&(e=parseInt(s.substr(1),16))>=0&&e<=16777215?[(16711680&e)>>16,(65280&e)>>8,255&e,1]:null;var l=s.indexOf(\"(\"),c=s.indexOf(\")\");if(-1!==l&&c+1===s.length){var u=s.substr(0,l),f=s.substr(l+1,c-(l+1)).split(\",\"),h=1;switch(u){case\"rgba\":if(4!==f.length)return null;h=a(f.pop());case\"rgb\":return 3!==f.length?null:[i(f[0]),i(f[1]),i(f[2]),h];case\"hsla\":if(4!==f.length)return null;h=a(f.pop());case\"hsl\":if(3!==f.length)return null;var p=(parseFloat(f[0])%360+360)%360/360,d=a(f[1]),g=a(f[2]),m=g<=.5?g*(d+1):g+d-g*d,v=2*g-m;return[n(255*o(v,m,p+1/3)),n(255*o(v,m,p)),n(255*o(v,m,p-1/3)),h];default:return null}}return null}}catch(t){}})).parseCSSColor,Kt=function(t,e,r,n){void 0===n&&(n=1),this.r=t,this.g=e,this.b=r,this.a=n};Kt.parse=function(t){if(t){if(t instanceof Kt)return t;if(\"string\"==typeof t){var e=Jt(t);if(e)return new Kt(e[0]/255*e[3],e[1]/255*e[3],e[2]/255*e[3],e[3])}}},Kt.prototype.toString=function(){var t=this.toArray(),e=t[1],r=t[2],n=t[3];return\"rgba(\"+Math.round(t[0])+\",\"+Math.round(e)+\",\"+Math.round(r)+\",\"+n+\")\"},Kt.prototype.toArray=function(){var t=this.a;return 0===t?[0,0,0,0]:[255*this.r/t,255*this.g/t,255*this.b/t,t]},Kt.black=new Kt(0,0,0,1),Kt.white=new Kt(1,1,1,1),Kt.transparent=new Kt(0,0,0,0),Kt.red=new Kt(1,0,0,1);var Qt=function(t,e,r){this.sensitivity=t?e?\"variant\":\"case\":e?\"accent\":\"base\",this.locale=r,this.collator=new Intl.Collator(this.locale?this.locale:[],{sensitivity:this.sensitivity,usage:\"search\"})};Qt.prototype.compare=function(t,e){return this.collator.compare(t,e)},Qt.prototype.resolvedLocale=function(){return new Intl.Collator(this.locale?this.locale:[]).resolvedOptions().locale};var $t=function(t,e,r,n,i){this.text=t,this.image=e,this.scale=r,this.fontStack=n,this.textColor=i},te=function(t){this.sections=t};te.fromString=function(t){return new te([new $t(t,null,null,null,null)])},te.prototype.isEmpty=function(){return 0===this.sections.length||!this.sections.some((function(t){return 0!==t.text.length||t.image&&0!==t.image.name.length}))},te.factory=function(t){return t instanceof te?t:te.fromString(t)},te.prototype.toString=function(){return 0===this.sections.length?\"\":this.sections.map((function(t){return t.text})).join(\"\")},te.prototype.serialize=function(){for(var t=[\"format\"],e=0,r=this.sections;e<r.length;e+=1){var n=r[e];if(n.image)t.push([\"image\",n.image.name]);else{t.push(n.text);var i={};n.fontStack&&(i[\"text-font\"]=[\"literal\",n.fontStack.split(\",\")]),n.scale&&(i[\"font-scale\"]=n.scale),n.textColor&&(i[\"text-color\"]=[\"rgba\"].concat(n.textColor.toArray())),t.push(i)}}return t};var ee=function(t){this.name=t.name,this.available=t.available};function re(t,e,r,n){return\"number\"==typeof t&&t>=0&&t<=255&&\"number\"==typeof e&&e>=0&&e<=255&&\"number\"==typeof r&&r>=0&&r<=255?void 0===n||\"number\"==typeof n&&n>=0&&n<=1?null:\"Invalid rgba value [\"+[t,e,r,n].join(\", \")+\"]: 'a' must be between 0 and 1.\":\"Invalid rgba value [\"+(\"number\"==typeof n?[t,e,r,n]:[t,e,r]).join(\", \")+\"]: 'r', 'g', and 'b' must be between 0 and 255.\"}function ne(t){if(null===t)return!0;if(\"string\"==typeof t)return!0;if(\"boolean\"==typeof t)return!0;if(\"number\"==typeof t)return!0;if(t instanceof Kt)return!0;if(t instanceof Qt)return!0;if(t instanceof te)return!0;if(t instanceof ee)return!0;if(Array.isArray(t)){for(var e=0,r=t;e<r.length;e+=1)if(!ne(r[e]))return!1;return!0}if(\"object\"==typeof t){for(var n in t)if(!ne(t[n]))return!1;return!0}return!1}function ie(t){if(null===t)return Ot;if(\"string\"==typeof t)return Rt;if(\"boolean\"==typeof t)return Ft;if(\"number\"==typeof t)return Dt;if(t instanceof Kt)return Bt;if(t instanceof Qt)return Ut;if(t instanceof te)return Vt;if(t instanceof ee)return qt;if(Array.isArray(t)){for(var e,r=t.length,n=0,i=t;n<i.length;n+=1){var a=ie(i[n]);if(e){if(e===a)continue;e=jt;break}e=a}return Ht(e||jt,r)}return Nt}function ae(t){var e=typeof t;return null===t?\"\":\"string\"===e||\"number\"===e||\"boolean\"===e?String(t):t instanceof Kt||t instanceof te||t instanceof ee?t.toString():JSON.stringify(t)}ee.prototype.toString=function(){return this.name},ee.fromString=function(t){return t?new ee({name:t,available:!1}):null},ee.prototype.serialize=function(){return[\"image\",this.name]};var oe=function(t,e){this.type=t,this.value=e};oe.parse=function(t,e){if(2!==t.length)return e.error(\"'literal' expression requires exactly one argument, but found \"+(t.length-1)+\" instead.\");if(!ne(t[1]))return e.error(\"invalid value\");var r=t[1],n=ie(r),i=e.expectedType;return\"array\"!==n.kind||0!==n.N||!i||\"array\"!==i.kind||\"number\"==typeof i.N&&0!==i.N||(n=i),new oe(n,r)},oe.prototype.evaluate=function(){return this.value},oe.prototype.eachChild=function(){},oe.prototype.outputDefined=function(){return!0},oe.prototype.serialize=function(){return\"array\"===this.type.kind||\"object\"===this.type.kind?[\"literal\",this.value]:this.value instanceof Kt?[\"rgba\"].concat(this.value.toArray()):this.value instanceof te?this.value.serialize():this.value};var se=function(t){this.name=\"ExpressionEvaluationError\",this.message=t};se.prototype.toJSON=function(){return this.message};var le={string:Rt,number:Dt,boolean:Ft,object:Nt},ce=function(t,e){this.type=t,this.args=e};ce.parse=function(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");var r,n=1,i=t[0];if(\"array\"===i){var a,o;if(t.length>2){var s=t[1];if(\"string\"!=typeof s||!(s in le)||\"object\"===s)return e.error('The item type argument of \"array\" must be one of string, number, boolean',1);a=le[s],n++}else a=jt;if(t.length>3){if(null!==t[2]&&(\"number\"!=typeof t[2]||t[2]<0||t[2]!==Math.floor(t[2])))return e.error('The length argument to \"array\" must be a positive integer literal',2);o=t[2],n++}r=Ht(a,o)}else r=le[i];for(var l=[];n<t.length;n++){var c=e.parse(t[n],n,jt);if(!c)return null;l.push(c)}return new ce(r,l)},ce.prototype.evaluate=function(t){for(var e=0;e<this.args.length;e++){var r=this.args[e].evaluate(t);if(!Wt(this.type,ie(r)))return r;if(e===this.args.length-1)throw new se(\"Expected value to be of type \"+Gt(this.type)+\", but found \"+Gt(ie(r))+\" instead.\")}return null},ce.prototype.eachChild=function(t){this.args.forEach(t)},ce.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},ce.prototype.serialize=function(){var t=this.type,e=[t.kind];if(\"array\"===t.kind){var r=t.itemType;if(\"string\"===r.kind||\"number\"===r.kind||\"boolean\"===r.kind){e.push(r.kind);var n=t.N;(\"number\"==typeof n||this.args.length>1)&&e.push(n)}}return e.concat(this.args.map((function(t){return t.serialize()})))};var ue=function(t){this.type=Vt,this.sections=t};ue.parse=function(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");var r=t[1];if(!Array.isArray(r)&&\"object\"==typeof r)return e.error(\"First argument must be an image or text section.\");for(var n=[],i=!1,a=1;a<=t.length-1;++a){var o=t[a];if(i&&\"object\"==typeof o&&!Array.isArray(o)){i=!1;var s=null;if(o[\"font-scale\"]&&!(s=e.parse(o[\"font-scale\"],1,Dt)))return null;var l=null;if(o[\"text-font\"]&&!(l=e.parse(o[\"text-font\"],1,Ht(Rt))))return null;var c=null;if(o[\"text-color\"]&&!(c=e.parse(o[\"text-color\"],1,Bt)))return null;var u=n[n.length-1];u.scale=s,u.font=l,u.textColor=c}else{var f=e.parse(t[a],1,jt);if(!f)return null;var h=f.type.kind;if(\"string\"!==h&&\"value\"!==h&&\"null\"!==h&&\"resolvedImage\"!==h)return e.error(\"Formatted text type must be 'string', 'value', 'image' or 'null'.\");i=!0,n.push({content:f,scale:null,font:null,textColor:null})}}return new ue(n)},ue.prototype.evaluate=function(t){return new te(this.sections.map((function(e){var r=e.content.evaluate(t);return ie(r)===qt?new $t(\"\",r,null,null,null):new $t(ae(r),null,e.scale?e.scale.evaluate(t):null,e.font?e.font.evaluate(t).join(\",\"):null,e.textColor?e.textColor.evaluate(t):null)})))},ue.prototype.eachChild=function(t){for(var e=0,r=this.sections;e<r.length;e+=1){var n=r[e];t(n.content),n.scale&&t(n.scale),n.font&&t(n.font),n.textColor&&t(n.textColor)}},ue.prototype.outputDefined=function(){return!1},ue.prototype.serialize=function(){for(var t=[\"format\"],e=0,r=this.sections;e<r.length;e+=1){var n=r[e];t.push(n.content.serialize());var i={};n.scale&&(i[\"font-scale\"]=n.scale.serialize()),n.font&&(i[\"text-font\"]=n.font.serialize()),n.textColor&&(i[\"text-color\"]=n.textColor.serialize()),t.push(i)}return t};var fe=function(t){this.type=qt,this.input=t};fe.parse=function(t,e){if(2!==t.length)return e.error(\"Expected two arguments.\");var r=e.parse(t[1],1,Rt);return r?new fe(r):e.error(\"No image name provided.\")},fe.prototype.evaluate=function(t){var e=this.input.evaluate(t),r=ee.fromString(e);return r&&t.availableImages&&(r.available=t.availableImages.indexOf(e)>-1),r},fe.prototype.eachChild=function(t){t(this.input)},fe.prototype.outputDefined=function(){return!1},fe.prototype.serialize=function(){return[\"image\",this.input.serialize()]};var he={\"to-boolean\":Ft,\"to-color\":Bt,\"to-number\":Dt,\"to-string\":Rt},pe=function(t,e){this.type=t,this.args=e};pe.parse=function(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");var r=t[0];if((\"to-boolean\"===r||\"to-string\"===r)&&2!==t.length)return e.error(\"Expected one argument.\");for(var n=he[r],i=[],a=1;a<t.length;a++){var o=e.parse(t[a],a,jt);if(!o)return null;i.push(o)}return new pe(n,i)},pe.prototype.evaluate=function(t){if(\"boolean\"===this.type.kind)return Boolean(this.args[0].evaluate(t));if(\"color\"===this.type.kind){for(var e,r,n=0,i=this.args;n<i.length;n+=1){if(r=null,(e=i[n].evaluate(t))instanceof Kt)return e;if(\"string\"==typeof e){var a=t.parseColor(e);if(a)return a}else if(Array.isArray(e)&&!(r=e.length<3||e.length>4?\"Invalid rbga value \"+JSON.stringify(e)+\": expected an array containing either three or four numeric values.\":re(e[0],e[1],e[2],e[3])))return new Kt(e[0]/255,e[1]/255,e[2]/255,e[3])}throw new se(r||\"Could not parse color from value '\"+(\"string\"==typeof e?e:String(JSON.stringify(e)))+\"'\")}if(\"number\"===this.type.kind){for(var o=null,s=0,l=this.args;s<l.length;s+=1){if(null===(o=l[s].evaluate(t)))return 0;var c=Number(o);if(!isNaN(c))return c}throw new se(\"Could not convert \"+JSON.stringify(o)+\" to number.\")}return\"formatted\"===this.type.kind?te.fromString(ae(this.args[0].evaluate(t))):\"resolvedImage\"===this.type.kind?ee.fromString(ae(this.args[0].evaluate(t))):ae(this.args[0].evaluate(t))},pe.prototype.eachChild=function(t){this.args.forEach(t)},pe.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},pe.prototype.serialize=function(){if(\"formatted\"===this.type.kind)return new ue([{content:this.args[0],scale:null,font:null,textColor:null}]).serialize();if(\"resolvedImage\"===this.type.kind)return new fe(this.args[0]).serialize();var t=[\"to-\"+this.type.kind];return this.eachChild((function(e){t.push(e.serialize())})),t};var de=[\"Unknown\",\"Point\",\"LineString\",\"Polygon\"],ge=function(){this.globals=null,this.feature=null,this.featureState=null,this.formattedSection=null,this._parseColorCache={},this.availableImages=null,this.canonical=null};ge.prototype.id=function(){return this.feature&&\"id\"in this.feature?this.feature.id:null},ge.prototype.geometryType=function(){return this.feature?\"number\"==typeof this.feature.type?de[this.feature.type]:this.feature.type:null},ge.prototype.geometry=function(){return this.feature&&\"geometry\"in this.feature?this.feature.geometry:null},ge.prototype.canonicalID=function(){return this.canonical},ge.prototype.properties=function(){return this.feature&&this.feature.properties||{}},ge.prototype.parseColor=function(t){var e=this._parseColorCache[t];return e||(e=this._parseColorCache[t]=Kt.parse(t)),e};var me=function(t,e,r,n){this.name=t,this.type=e,this._evaluate=r,this.args=n};me.prototype.evaluate=function(t){return this._evaluate(t,this.args)},me.prototype.eachChild=function(t){this.args.forEach(t)},me.prototype.outputDefined=function(){return!1},me.prototype.serialize=function(){return[this.name].concat(this.args.map((function(t){return t.serialize()})))},me.parse=function(t,e){var r,n=t[0],i=me.definitions[n];if(!i)return e.error('Unknown expression \"'+n+'\". If you wanted a literal array, use [\"literal\", [...]].',0);for(var a=Array.isArray(i)?i[0]:i.type,o=Array.isArray(i)?[[i[1],i[2]]]:i.overloads,s=o.filter((function(e){var r=e[0];return!Array.isArray(r)||r.length===t.length-1})),l=null,c=0,u=s;c<u.length;c+=1){var f=u[c],h=f[0],p=f[1];l=new Be(e.registry,e.path,null,e.scope);for(var d=[],g=!1,m=1;m<t.length;m++){var v=t[m],y=Array.isArray(h)?h[m-1]:h.type,x=l.parse(v,1+d.length,y);if(!x){g=!0;break}d.push(x)}if(!g)if(Array.isArray(h)&&h.length!==d.length)l.error(\"Expected \"+h.length+\" arguments, but found \"+d.length+\" instead.\");else{for(var b=0;b<d.length;b++){var _=Array.isArray(h)?h[b]:h.type,w=d[b];l.concat(b+1).checkSubtype(_,w.type)}if(0===l.errors.length)return new me(n,a,p,d)}}if(1===s.length)(r=e.errors).push.apply(r,l.errors);else{for(var T=(s.length?s:o).map((function(t){var e;return e=t[0],Array.isArray(e)?\"(\"+e.map(Gt).join(\", \")+\")\":\"(\"+Gt(e.type)+\"...)\"})).join(\" | \"),k=[],M=1;M<t.length;M++){var A=e.parse(t[M],1+k.length);if(!A)return null;k.push(Gt(A.type))}e.error(\"Expected arguments of type \"+T+\", but found (\"+k.join(\", \")+\") instead.\")}return null},me.register=function(t,e){for(var r in me.definitions=e,e)t[r]=me};var ve=function(t,e,r){this.type=Ut,this.locale=r,this.caseSensitive=t,this.diacriticSensitive=e};function ye(t,e){t[0]=Math.min(t[0],e[0]),t[1]=Math.min(t[1],e[1]),t[2]=Math.max(t[2],e[0]),t[3]=Math.max(t[3],e[1])}function xe(t,e){return!(t[0]<=e[0]||t[2]>=e[2]||t[1]<=e[1]||t[3]>=e[3])}function be(t,e){var r=(180+t[0])/360,n=(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t[1]*Math.PI/360)))/360,i=Math.pow(2,e.z);return[Math.round(r*i*8192),Math.round(n*i*8192)]}function _e(t,e,r){return e[1]>t[1]!=r[1]>t[1]&&t[0]<(r[0]-e[0])*(t[1]-e[1])/(r[1]-e[1])+e[0]}function we(t,e){for(var r,n,i,a,o,s,l,c=!1,u=0,f=e.length;u<f;u++)for(var h=e[u],p=0,d=h.length;p<d-1;p++){if((a=(r=t)[0]-(n=h[p])[0])*(l=r[1]-(i=h[p+1])[1])-(s=r[0]-i[0])*(o=r[1]-n[1])==0&&a*s<=0&&o*l<=0)return!1;_e(t,h[p],h[p+1])&&(c=!c)}return c}function Te(t,e){for(var r=0;r<e.length;r++)if(we(t,e[r]))return!0;return!1}function ke(t,e,r,n){var i=n[0]-r[0],a=n[1]-r[1],o=(t[0]-r[0])*a-i*(t[1]-r[1]),s=(e[0]-r[0])*a-i*(e[1]-r[1]);return o>0&&s<0||o<0&&s>0}function Me(t,e,r){for(var n=0,i=r;n<i.length;n+=1)for(var a=i[n],o=0;o<a.length-1;++o)if(0!=(f=[(u=a[o+1])[0]-(c=a[o])[0],u[1]-c[1]])[0]*(h=[(l=e)[0]-(s=t)[0],l[1]-s[1]])[1]-f[1]*h[0]&&ke(s,l,c,u)&&ke(c,u,s,l))return!0;var s,l,c,u,f,h;return!1}function Ae(t,e){for(var r=0;r<t.length;++r)if(!we(t[r],e))return!1;for(var n=0;n<t.length-1;++n)if(Me(t[n],t[n+1],e))return!1;return!0}function Se(t,e){for(var r=0;r<e.length;r++)if(Ae(t,e[r]))return!0;return!1}function Ee(t,e,r){for(var n=[],i=0;i<t.length;i++){for(var a=[],o=0;o<t[i].length;o++){var s=be(t[i][o],r);ye(e,s),a.push(s)}n.push(a)}return n}function Ce(t,e,r){for(var n=[],i=0;i<t.length;i++){var a=Ee(t[i],e,r);n.push(a)}return n}function Le(t,e,r,n){if(t[0]<r[0]||t[0]>r[2]){var i=.5*n,a=t[0]-r[0]>i?-n:r[0]-t[0]>i?n:0;0===a&&(a=t[0]-r[2]>i?-n:r[2]-t[0]>i?n:0),t[0]+=a}ye(e,t)}function Ie(t,e,r,n){for(var i=8192*Math.pow(2,n.z),a=[8192*n.x,8192*n.y],o=[],s=0,l=t;s<l.length;s+=1)for(var c=0,u=l[s];c<u.length;c+=1){var f=u[c],h=[f.x+a[0],f.y+a[1]];Le(h,e,r,i),o.push(h)}return o}function Pe(t,e,r,n){for(var i,a=8192*Math.pow(2,n.z),o=[8192*n.x,8192*n.y],s=[],l=0,c=t;l<c.length;l+=1){for(var u=[],f=0,h=c[l];f<h.length;f+=1){var p=h[f],d=[p.x+o[0],p.y+o[1]];ye(e,d),u.push(d)}s.push(u)}if(e[2]-e[0]<=a/2){(i=e)[0]=i[1]=1/0,i[2]=i[3]=-1/0;for(var g=0,m=s;g<m.length;g+=1)for(var v=0,y=m[g];v<y.length;v+=1)Le(y[v],e,r,a)}return s}ve.parse=function(t,e){if(2!==t.length)return e.error(\"Expected one argument.\");var r=t[1];if(\"object\"!=typeof r||Array.isArray(r))return e.error(\"Collator options argument must be an object.\");var n=e.parse(void 0!==r[\"case-sensitive\"]&&r[\"case-sensitive\"],1,Ft);if(!n)return null;var i=e.parse(void 0!==r[\"diacritic-sensitive\"]&&r[\"diacritic-sensitive\"],1,Ft);if(!i)return null;var a=null;return r.locale&&!(a=e.parse(r.locale,1,Rt))?null:new ve(n,i,a)},ve.prototype.evaluate=function(t){return new Qt(this.caseSensitive.evaluate(t),this.diacriticSensitive.evaluate(t),this.locale?this.locale.evaluate(t):null)},ve.prototype.eachChild=function(t){t(this.caseSensitive),t(this.diacriticSensitive),this.locale&&t(this.locale)},ve.prototype.outputDefined=function(){return!1},ve.prototype.serialize=function(){var t={};return t[\"case-sensitive\"]=this.caseSensitive.serialize(),t[\"diacritic-sensitive\"]=this.diacriticSensitive.serialize(),this.locale&&(t.locale=this.locale.serialize()),[\"collator\",t]};var ze=function(t,e){this.type=Ft,this.geojson=t,this.geometries=e};function Oe(t){if(t instanceof me){if(\"get\"===t.name&&1===t.args.length)return!1;if(\"feature-state\"===t.name)return!1;if(\"has\"===t.name&&1===t.args.length)return!1;if(\"properties\"===t.name||\"geometry-type\"===t.name||\"id\"===t.name)return!1;if(/^filter-/.test(t.name))return!1}if(t instanceof ze)return!1;var e=!0;return t.eachChild((function(t){e&&!Oe(t)&&(e=!1)})),e}function De(t){if(t instanceof me&&\"feature-state\"===t.name)return!1;var e=!0;return t.eachChild((function(t){e&&!De(t)&&(e=!1)})),e}function Re(t,e){if(t instanceof me&&e.indexOf(t.name)>=0)return!1;var r=!0;return t.eachChild((function(t){r&&!Re(t,e)&&(r=!1)})),r}ze.parse=function(t,e){if(2!==t.length)return e.error(\"'within' expression requires exactly one argument, but found \"+(t.length-1)+\" instead.\");if(ne(t[1])){var r=t[1];if(\"FeatureCollection\"===r.type)for(var n=0;n<r.features.length;++n){var i=r.features[n].geometry.type;if(\"Polygon\"===i||\"MultiPolygon\"===i)return new ze(r,r.features[n].geometry)}else if(\"Feature\"===r.type){var a=r.geometry.type;if(\"Polygon\"===a||\"MultiPolygon\"===a)return new ze(r,r.geometry)}else if(\"Polygon\"===r.type||\"MultiPolygon\"===r.type)return new ze(r,r)}return e.error(\"'within' expression requires valid geojson object that contains polygon geometry type.\")},ze.prototype.evaluate=function(t){if(null!=t.geometry()&&null!=t.canonicalID()){if(\"Point\"===t.geometryType())return function(t,e){var r=[1/0,1/0,-1/0,-1/0],n=[1/0,1/0,-1/0,-1/0],i=t.canonicalID();if(\"Polygon\"===e.type){var a=Ee(e.coordinates,n,i),o=Ie(t.geometry(),r,n,i);if(!xe(r,n))return!1;for(var s=0,l=o;s<l.length;s+=1)if(!we(l[s],a))return!1}if(\"MultiPolygon\"===e.type){var c=Ce(e.coordinates,n,i),u=Ie(t.geometry(),r,n,i);if(!xe(r,n))return!1;for(var f=0,h=u;f<h.length;f+=1)if(!Te(h[f],c))return!1}return!0}(t,this.geometries);if(\"LineString\"===t.geometryType())return function(t,e){var r=[1/0,1/0,-1/0,-1/0],n=[1/0,1/0,-1/0,-1/0],i=t.canonicalID();if(\"Polygon\"===e.type){var a=Ee(e.coordinates,n,i),o=Pe(t.geometry(),r,n,i);if(!xe(r,n))return!1;for(var s=0,l=o;s<l.length;s+=1)if(!Ae(l[s],a))return!1}if(\"MultiPolygon\"===e.type){var c=Ce(e.coordinates,n,i),u=Pe(t.geometry(),r,n,i);if(!xe(r,n))return!1;for(var f=0,h=u;f<h.length;f+=1)if(!Se(h[f],c))return!1}return!0}(t,this.geometries)}return!1},ze.prototype.eachChild=function(){},ze.prototype.outputDefined=function(){return!0},ze.prototype.serialize=function(){return[\"within\",this.geojson]};var Fe=function(t,e){this.type=e.type,this.name=t,this.boundExpression=e};Fe.parse=function(t,e){if(2!==t.length||\"string\"!=typeof t[1])return e.error(\"'var' expression requires exactly one string literal argument.\");var r=t[1];return e.scope.has(r)?new Fe(r,e.scope.get(r)):e.error('Unknown variable \"'+r+'\". Make sure \"'+r+'\" has been bound in an enclosing \"let\" expression before using it.',1)},Fe.prototype.evaluate=function(t){return this.boundExpression.evaluate(t)},Fe.prototype.eachChild=function(){},Fe.prototype.outputDefined=function(){return!1},Fe.prototype.serialize=function(){return[\"var\",this.name]};var Be=function(t,e,r,n,i){void 0===e&&(e=[]),void 0===n&&(n=new zt),void 0===i&&(i=[]),this.registry=t,this.path=e,this.key=e.map((function(t){return\"[\"+t+\"]\"})).join(\"\"),this.scope=n,this.errors=i,this.expectedType=r};function Ne(t,e){for(var r,n=t.length-1,i=0,a=n,o=0;i<=a;)if((r=t[o=Math.floor((i+a)/2)])<=e){if(o===n||e<t[o+1])return o;i=o+1}else{if(!(r>e))throw new se(\"Input is not a number.\");a=o-1}return 0}Be.prototype.parse=function(t,e,r,n,i){return void 0===i&&(i={}),e?this.concat(e,r,n)._parse(t,i):this._parse(t,i)},Be.prototype._parse=function(t,e){function r(t,e,r){return\"assert\"===r?new ce(e,[t]):\"coerce\"===r?new pe(e,[t]):t}if(null!==t&&\"string\"!=typeof t&&\"boolean\"!=typeof t&&\"number\"!=typeof t||(t=[\"literal\",t]),Array.isArray(t)){if(0===t.length)return this.error('Expected an array with at least one element. If you wanted a literal array, use [\"literal\", []].');var n=t[0];if(\"string\"!=typeof n)return this.error(\"Expression name must be a string, but found \"+typeof n+' instead. If you wanted a literal array, use [\"literal\", [...]].',0),null;var i=this.registry[n];if(i){var a=i.parse(t,this);if(!a)return null;if(this.expectedType){var o=this.expectedType,s=a.type;if(\"string\"!==o.kind&&\"number\"!==o.kind&&\"boolean\"!==o.kind&&\"object\"!==o.kind&&\"array\"!==o.kind||\"value\"!==s.kind)if(\"color\"!==o.kind&&\"formatted\"!==o.kind&&\"resolvedImage\"!==o.kind||\"value\"!==s.kind&&\"string\"!==s.kind){if(this.checkSubtype(o,s))return null}else a=r(a,o,e.typeAnnotation||\"coerce\");else a=r(a,o,e.typeAnnotation||\"assert\")}if(!(a instanceof oe)&&\"resolvedImage\"!==a.type.kind&&function t(e){if(e instanceof Fe)return t(e.boundExpression);if(e instanceof me&&\"error\"===e.name)return!1;if(e instanceof ve)return!1;if(e instanceof ze)return!1;var r=e instanceof pe||e instanceof ce,n=!0;return e.eachChild((function(e){n=r?n&&t(e):n&&e instanceof oe})),!!n&&Oe(e)&&Re(e,[\"zoom\",\"heatmap-density\",\"line-progress\",\"accumulated\",\"is-supported-script\"])}(a)){var l=new ge;try{a=new oe(a.type,a.evaluate(l))}catch(t){return this.error(t.message),null}}return a}return this.error('Unknown expression \"'+n+'\". If you wanted a literal array, use [\"literal\", [...]].',0)}return this.error(void 0===t?\"'undefined' value invalid. Use null instead.\":\"object\"==typeof t?'Bare objects invalid. Use [\"literal\", {...}] instead.':\"Expected an array, but found \"+typeof t+\" instead.\")},Be.prototype.concat=function(t,e,r){var n=\"number\"==typeof t?this.path.concat(t):this.path,i=r?this.scope.concat(r):this.scope;return new Be(this.registry,n,e||null,i,this.errors)},Be.prototype.error=function(t){for(var e=[],r=arguments.length-1;r-- >0;)e[r]=arguments[r+1];var n=\"\"+this.key+e.map((function(t){return\"[\"+t+\"]\"})).join(\"\");this.errors.push(new Pt(n,t))},Be.prototype.checkSubtype=function(t,e){var r=Wt(t,e);return r&&this.error(r),r};var je=function(t,e,r){this.type=t,this.input=e,this.labels=[],this.outputs=[];for(var n=0,i=r;n<i.length;n+=1){var a=i[n],o=a[1];this.labels.push(a[0]),this.outputs.push(o)}};function Ue(t,e,r){return t*(1-r)+e*r}je.parse=function(t,e){if(t.length-1<4)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if((t.length-1)%2!=0)return e.error(\"Expected an even number of arguments.\");var r=e.parse(t[1],1,Dt);if(!r)return null;var n=[],i=null;e.expectedType&&\"value\"!==e.expectedType.kind&&(i=e.expectedType);for(var a=1;a<t.length;a+=2){var o=1===a?-1/0:t[a],s=t[a+1],l=a,c=a+1;if(\"number\"!=typeof o)return e.error('Input/output pairs for \"step\" expressions must be defined using literal numeric values (not computed expressions) for the input values.',l);if(n.length&&n[n.length-1][0]>=o)return e.error('Input/output pairs for \"step\" expressions must be arranged with input values in strictly ascending order.',l);var u=e.parse(s,c,i);if(!u)return null;i=i||u.type,n.push([o,u])}return new je(i,r,n)},je.prototype.evaluate=function(t){var e=this.labels,r=this.outputs;if(1===e.length)return r[0].evaluate(t);var n=this.input.evaluate(t);if(n<=e[0])return r[0].evaluate(t);var i=e.length;return n>=e[i-1]?r[i-1].evaluate(t):r[Ne(e,n)].evaluate(t)},je.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1)t(r[e])},je.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},je.prototype.serialize=function(){for(var t=[\"step\",this.input.serialize()],e=0;e<this.labels.length;e++)e>0&&t.push(this.labels[e]),t.push(this.outputs[e].serialize());return t};var Ve=Object.freeze({__proto__:null,number:Ue,color:function(t,e,r){return new Kt(Ue(t.r,e.r,r),Ue(t.g,e.g,r),Ue(t.b,e.b,r),Ue(t.a,e.a,r))},array:function(t,e,r){return t.map((function(t,n){return Ue(t,e[n],r)}))}}),qe=6/29*3*(6/29),He=Math.PI/180,Ge=180/Math.PI;function Ye(t){return t>.008856451679035631?Math.pow(t,1/3):t/qe+4/29}function We(t){return t>6/29?t*t*t:qe*(t-4/29)}function Xe(t){return 255*(t<=.0031308?12.92*t:1.055*Math.pow(t,1/2.4)-.055)}function Ze(t){return(t/=255)<=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function Je(t){var e=Ze(t.r),r=Ze(t.g),n=Ze(t.b),i=Ye((.4124564*e+.3575761*r+.1804375*n)/.95047),a=Ye((.2126729*e+.7151522*r+.072175*n)/1);return{l:116*a-16,a:500*(i-a),b:200*(a-Ye((.0193339*e+.119192*r+.9503041*n)/1.08883)),alpha:t.a}}function Ke(t){var e=(t.l+16)/116,r=isNaN(t.a)?e:e+t.a/500,n=isNaN(t.b)?e:e-t.b/200;return e=1*We(e),r=.95047*We(r),n=1.08883*We(n),new Kt(Xe(3.2404542*r-1.5371385*e-.4985314*n),Xe(-.969266*r+1.8760108*e+.041556*n),Xe(.0556434*r-.2040259*e+1.0572252*n),t.alpha)}function Qe(t,e,r){var n=e-t;return t+r*(n>180||n<-180?n-360*Math.round(n/360):n)}var $e={forward:Je,reverse:Ke,interpolate:function(t,e,r){return{l:Ue(t.l,e.l,r),a:Ue(t.a,e.a,r),b:Ue(t.b,e.b,r),alpha:Ue(t.alpha,e.alpha,r)}}},tr={forward:function(t){var e=Je(t),r=e.l,n=e.a,i=e.b,a=Math.atan2(i,n)*Ge;return{h:a<0?a+360:a,c:Math.sqrt(n*n+i*i),l:r,alpha:t.a}},reverse:function(t){var e=t.h*He,r=t.c;return Ke({l:t.l,a:Math.cos(e)*r,b:Math.sin(e)*r,alpha:t.alpha})},interpolate:function(t,e,r){return{h:Qe(t.h,e.h,r),c:Ue(t.c,e.c,r),l:Ue(t.l,e.l,r),alpha:Ue(t.alpha,e.alpha,r)}}},er=Object.freeze({__proto__:null,lab:$e,hcl:tr}),rr=function(t,e,r,n,i){this.type=t,this.operator=e,this.interpolation=r,this.input=n,this.labels=[],this.outputs=[];for(var a=0,o=i;a<o.length;a+=1){var s=o[a],l=s[1];this.labels.push(s[0]),this.outputs.push(l)}};function nr(t,e,r,n){var i=n-r,a=t-r;return 0===i?0:1===e?a/i:(Math.pow(e,a)-1)/(Math.pow(e,i)-1)}rr.interpolationFactor=function(t,e,n,i){var a=0;if(\"exponential\"===t.name)a=nr(e,t.base,n,i);else if(\"linear\"===t.name)a=nr(e,1,n,i);else if(\"cubic-bezier\"===t.name){var o=t.controlPoints;a=new r(o[0],o[1],o[2],o[3]).solve(nr(e,1,n,i))}return a},rr.parse=function(t,e){var r=t[0],n=t[1],i=t[2],a=t.slice(3);if(!Array.isArray(n)||0===n.length)return e.error(\"Expected an interpolation type expression.\",1);if(\"linear\"===n[0])n={name:\"linear\"};else if(\"exponential\"===n[0]){var o=n[1];if(\"number\"!=typeof o)return e.error(\"Exponential interpolation requires a numeric base.\",1,1);n={name:\"exponential\",base:o}}else{if(\"cubic-bezier\"!==n[0])return e.error(\"Unknown interpolation type \"+String(n[0]),1,0);var s=n.slice(1);if(4!==s.length||s.some((function(t){return\"number\"!=typeof t||t<0||t>1})))return e.error(\"Cubic bezier interpolation requires four numeric arguments with values between 0 and 1.\",1);n={name:\"cubic-bezier\",controlPoints:s}}if(t.length-1<4)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if((t.length-1)%2!=0)return e.error(\"Expected an even number of arguments.\");if(!(i=e.parse(i,2,Dt)))return null;var l=[],c=null;\"interpolate-hcl\"===r||\"interpolate-lab\"===r?c=Bt:e.expectedType&&\"value\"!==e.expectedType.kind&&(c=e.expectedType);for(var u=0;u<a.length;u+=2){var f=a[u],h=a[u+1],p=u+3,d=u+4;if(\"number\"!=typeof f)return e.error('Input/output pairs for \"interpolate\" expressions must be defined using literal numeric values (not computed expressions) for the input values.',p);if(l.length&&l[l.length-1][0]>=f)return e.error('Input/output pairs for \"interpolate\" expressions must be arranged with input values in strictly ascending order.',p);var g=e.parse(h,d,c);if(!g)return null;c=c||g.type,l.push([f,g])}return\"number\"===c.kind||\"color\"===c.kind||\"array\"===c.kind&&\"number\"===c.itemType.kind&&\"number\"==typeof c.N?new rr(c,r,n,i,l):e.error(\"Type \"+Gt(c)+\" is not interpolatable.\")},rr.prototype.evaluate=function(t){var e=this.labels,r=this.outputs;if(1===e.length)return r[0].evaluate(t);var n=this.input.evaluate(t);if(n<=e[0])return r[0].evaluate(t);var i=e.length;if(n>=e[i-1])return r[i-1].evaluate(t);var a=Ne(e,n),o=rr.interpolationFactor(this.interpolation,n,e[a],e[a+1]),s=r[a].evaluate(t),l=r[a+1].evaluate(t);return\"interpolate\"===this.operator?Ve[this.type.kind.toLowerCase()](s,l,o):\"interpolate-hcl\"===this.operator?tr.reverse(tr.interpolate(tr.forward(s),tr.forward(l),o)):$e.reverse($e.interpolate($e.forward(s),$e.forward(l),o))},rr.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1)t(r[e])},rr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},rr.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var ir=function(t,e){this.type=t,this.args=e};ir.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var i=[],a=0,o=t.slice(1);a<o.length;a+=1){var s=e.parse(o[a],1+i.length,r,void 0,{typeAnnotation:\"omit\"});if(!s)return null;r=r||s.type,i.push(s)}var l=n&&i.some((function(t){return Wt(n,t.type)}));return new ir(l?jt:r,i)},ir.prototype.evaluate=function(t){for(var e,r=null,n=0,i=0,a=this.args;i<a.length&&(n++,(r=a[i].evaluate(t))&&r instanceof ee&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null===r);i+=1);return r},ir.prototype.eachChild=function(t){this.args.forEach(t)},ir.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},ir.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var ar=function(t,e){this.type=e.type,this.bindings=[].concat(t),this.result=e};ar.prototype.evaluate=function(t){return this.result.evaluate(t)},ar.prototype.eachChild=function(t){for(var e=0,r=this.bindings;e<r.length;e+=1)t(r[e][1]);t(this.result)},ar.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found \"+(t.length-1)+\" instead.\");for(var r=[],n=1;n<t.length-1;n+=2){var i=t[n];if(\"string\"!=typeof i)return e.error(\"Expected string, but found \"+typeof i+\" instead.\",n);if(/[^a-zA-Z0-9_]/.test(i))return e.error(\"Variable names must contain only alphanumeric characters or '_'.\",n);var a=e.parse(t[n+1],n+1);if(!a)return null;r.push([i,a])}var o=e.parse(t[t.length-1],t.length-1,e.expectedType,r);return o?new ar(r,o):null},ar.prototype.outputDefined=function(){return this.result.outputDefined()},ar.prototype.serialize=function(){for(var t=[\"let\"],e=0,r=this.bindings;e<r.length;e+=1){var n=r[e];t.push(n[0],n[1].serialize())}return t.push(this.result.serialize()),t};var or=function(t,e,r){this.type=t,this.index=e,this.input=r};or.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Dt),n=e.parse(t[2],2,Ht(e.expectedType||jt));return r&&n?new or(n.type.itemType,r,n):null},or.prototype.evaluate=function(t){var e=this.index.evaluate(t),r=this.input.evaluate(t);if(e<0)throw new se(\"Array index out of bounds: \"+e+\" < 0.\");if(e>=r.length)throw new se(\"Array index out of bounds: \"+e+\" > \"+(r.length-1)+\".\");if(e!==Math.floor(e))throw new se(\"Array index must be an integer, but found \"+e+\" instead.\");return r[e]},or.prototype.eachChild=function(t){t(this.index),t(this.input)},or.prototype.outputDefined=function(){return!1},or.prototype.serialize=function(){return[\"at\",this.index.serialize(),this.input.serialize()]};var sr=function(t,e){this.type=Ft,this.needle=t,this.haystack=e};sr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,jt),n=e.parse(t[2],2,jt);return r&&n?Xt(r.type,[Ft,Rt,Dt,Ot,jt])?new sr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(r.type)+\" instead\"):null},sr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!Zt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new se(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(ie(e))+\" instead.\");if(!Zt(r,[\"string\",\"array\"]))throw new se(\"Expected second argument to be of type array or string, but found \"+Gt(ie(r))+\" instead.\");return r.indexOf(e)>=0},sr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},sr.prototype.outputDefined=function(){return!0},sr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var lr=function(t,e,r){this.type=Dt,this.needle=t,this.haystack=e,this.fromIndex=r};lr.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,jt),n=e.parse(t[2],2,jt);if(!r||!n)return null;if(!Xt(r.type,[Ft,Rt,Dt,Ot,jt]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(r.type)+\" instead\");if(4===t.length){var i=e.parse(t[3],3,Dt);return i?new lr(r,n,i):null}return new lr(r,n)},lr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!Zt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new se(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(ie(e))+\" instead.\");if(!Zt(r,[\"string\",\"array\"]))throw new se(\"Expected second argument to be of type array or string, but found \"+Gt(ie(r))+\" instead.\");if(this.fromIndex){var n=this.fromIndex.evaluate(t);return r.indexOf(e,n)}return r.indexOf(e)},lr.prototype.eachChild=function(t){t(this.needle),t(this.haystack),this.fromIndex&&t(this.fromIndex)},lr.prototype.outputDefined=function(){return!1},lr.prototype.serialize=function(){if(null!=this.fromIndex&&void 0!==this.fromIndex){var t=this.fromIndex.serialize();return[\"index-of\",this.needle.serialize(),this.haystack.serialize(),t]}return[\"index-of\",this.needle.serialize(),this.haystack.serialize()]};var cr=function(t,e,r,n,i,a){this.inputType=t,this.type=e,this.input=r,this.cases=n,this.outputs=i,this.otherwise=a};cr.parse=function(t,e){if(t.length<5)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=1)return e.error(\"Expected an even number of arguments.\");var r,n;e.expectedType&&\"value\"!==e.expectedType.kind&&(n=e.expectedType);for(var i={},a=[],o=2;o<t.length-1;o+=2){var s=t[o],l=t[o+1];Array.isArray(s)||(s=[s]);var c=e.concat(o);if(0===s.length)return c.error(\"Expected at least one branch label.\");for(var u=0,f=s;u<f.length;u+=1){var h=f[u];if(\"number\"!=typeof h&&\"string\"!=typeof h)return c.error(\"Branch labels must be numbers or strings.\");if(\"number\"==typeof h&&Math.abs(h)>Number.MAX_SAFE_INTEGER)return c.error(\"Branch labels must be integers no larger than \"+Number.MAX_SAFE_INTEGER+\".\");if(\"number\"==typeof h&&Math.floor(h)!==h)return c.error(\"Numeric branch labels must be integer values.\");if(r){if(c.checkSubtype(r,ie(h)))return null}else r=ie(h);if(void 0!==i[String(h)])return c.error(\"Branch labels must be unique.\");i[String(h)]=a.length}var p=e.parse(l,o,n);if(!p)return null;n=n||p.type,a.push(p)}var d=e.parse(t[1],1,jt);if(!d)return null;var g=e.parse(t[t.length-1],t.length-1,n);return g?\"value\"!==d.type.kind&&e.concat(1).checkSubtype(r,d.type)?null:new cr(r,n,d,i,a,g):null},cr.prototype.evaluate=function(t){var e=this.input.evaluate(t);return(ie(e)===this.inputType&&this.outputs[this.cases[e]]||this.otherwise).evaluate(t)},cr.prototype.eachChild=function(t){t(this.input),this.outputs.forEach(t),t(this.otherwise)},cr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))&&this.otherwise.outputDefined()},cr.prototype.serialize=function(){for(var t=this,e=[\"match\",this.input.serialize()],r=[],n={},i=0,a=Object.keys(this.cases).sort();i<a.length;i+=1){var o=a[i];void 0===(f=n[this.cases[o]])?(n[this.cases[o]]=r.length,r.push([this.cases[o],[o]])):r[f][1].push(o)}for(var s=function(e){return\"number\"===t.inputType.kind?Number(e):e},l=0,c=r;l<c.length;l+=1){var u=c[l],f=u[0],h=u[1];e.push(1===h.length?s(h[0]):h.map(s)),e.push(this.outputs[outputIndex$1].serialize())}return e.push(this.otherwise.serialize()),e};var ur=function(t,e,r){this.type=t,this.branches=e,this.otherwise=r};ur.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=0)return e.error(\"Expected an odd number of arguments.\");var r;e.expectedType&&\"value\"!==e.expectedType.kind&&(r=e.expectedType);for(var n=[],i=1;i<t.length-1;i+=2){var a=e.parse(t[i],i,Ft);if(!a)return null;var o=e.parse(t[i+1],i+1,r);if(!o)return null;n.push([a,o]),r=r||o.type}var s=e.parse(t[t.length-1],t.length-1,r);return s?new ur(r,n,s):null},ur.prototype.evaluate=function(t){for(var e=0,r=this.branches;e<r.length;e+=1){var n=r[e],i=n[1];if(n[0].evaluate(t))return i.evaluate(t)}return this.otherwise.evaluate(t)},ur.prototype.eachChild=function(t){for(var e=0,r=this.branches;e<r.length;e+=1){var n=r[e],i=n[1];t(n[0]),t(i)}t(this.otherwise)},ur.prototype.outputDefined=function(){return this.branches.every((function(t){return t[1].outputDefined()}))&&this.otherwise.outputDefined()},ur.prototype.serialize=function(){var t=[\"case\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var fr=function(t,e,r,n){this.type=t,this.input=e,this.beginIndex=r,this.endIndex=n};function hr(t,e){return\"==\"===t||\"!=\"===t?\"boolean\"===e.kind||\"string\"===e.kind||\"number\"===e.kind||\"null\"===e.kind||\"value\"===e.kind:\"string\"===e.kind||\"number\"===e.kind||\"value\"===e.kind}function pr(t,e,r,n){return 0===n.compare(e,r)}function dr(t,e,r){var n=\"==\"!==t&&\"!=\"!==t;return function(){function i(t,e,r){this.type=Ft,this.lhs=t,this.rhs=e,this.collator=r,this.hasUntypedArgument=\"value\"===t.type.kind||\"value\"===e.type.kind}return i.parse=function(t,e){if(3!==t.length&&4!==t.length)return e.error(\"Expected two or three arguments.\");var r=t[0],a=e.parse(t[1],1,jt);if(!a)return null;if(!hr(r,a.type))return e.concat(1).error('\"'+r+\"\\\" comparisons are not supported for type '\"+Gt(a.type)+\"'.\");var o=e.parse(t[2],2,jt);if(!o)return null;if(!hr(r,o.type))return e.concat(2).error('\"'+r+\"\\\" comparisons are not supported for type '\"+Gt(o.type)+\"'.\");if(a.type.kind!==o.type.kind&&\"value\"!==a.type.kind&&\"value\"!==o.type.kind)return e.error(\"Cannot compare types '\"+Gt(a.type)+\"' and '\"+Gt(o.type)+\"'.\");n&&(\"value\"===a.type.kind&&\"value\"!==o.type.kind?a=new ce(o.type,[a]):\"value\"!==a.type.kind&&\"value\"===o.type.kind&&(o=new ce(a.type,[o])));var s=null;if(4===t.length){if(\"string\"!==a.type.kind&&\"string\"!==o.type.kind&&\"value\"!==a.type.kind&&\"value\"!==o.type.kind)return e.error(\"Cannot use collator to compare non-string types.\");if(!(s=e.parse(t[3],3,Ut)))return null}return new i(a,o,s)},i.prototype.evaluate=function(i){var a=this.lhs.evaluate(i),o=this.rhs.evaluate(i);if(n&&this.hasUntypedArgument){var s=ie(a),l=ie(o);if(s.kind!==l.kind||\"string\"!==s.kind&&\"number\"!==s.kind)throw new se('Expected arguments for \"'+t+'\" to be (string, string) or (number, number), but found ('+s.kind+\", \"+l.kind+\") instead.\")}if(this.collator&&!n&&this.hasUntypedArgument){var c=ie(a),u=ie(o);if(\"string\"!==c.kind||\"string\"!==u.kind)return e(i,a,o)}return this.collator?r(i,a,o,this.collator.evaluate(i)):e(i,a,o)},i.prototype.eachChild=function(t){t(this.lhs),t(this.rhs),this.collator&&t(this.collator)},i.prototype.outputDefined=function(){return!0},i.prototype.serialize=function(){var e=[t];return this.eachChild((function(t){e.push(t.serialize())})),e},i}()}fr.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,jt),n=e.parse(t[2],2,Dt);if(!r||!n)return null;if(!Xt(r.type,[Ht(jt),Rt,jt]))return e.error(\"Expected first argument to be of type array or string, but found \"+Gt(r.type)+\" instead\");if(4===t.length){var i=e.parse(t[3],3,Dt);return i?new fr(r.type,r,n,i):null}return new fr(r.type,r,n)},fr.prototype.evaluate=function(t){var e=this.input.evaluate(t),r=this.beginIndex.evaluate(t);if(!Zt(e,[\"string\",\"array\"]))throw new se(\"Expected first argument to be of type array or string, but found \"+Gt(ie(e))+\" instead.\");if(this.endIndex){var n=this.endIndex.evaluate(t);return e.slice(r,n)}return e.slice(r)},fr.prototype.eachChild=function(t){t(this.input),t(this.beginIndex),this.endIndex&&t(this.endIndex)},fr.prototype.outputDefined=function(){return!1},fr.prototype.serialize=function(){if(null!=this.endIndex&&void 0!==this.endIndex){var t=this.endIndex.serialize();return[\"slice\",this.input.serialize(),this.beginIndex.serialize(),t]}return[\"slice\",this.input.serialize(),this.beginIndex.serialize()]};var gr=dr(\"==\",(function(t,e,r){return e===r}),pr),mr=dr(\"!=\",(function(t,e,r){return e!==r}),(function(t,e,r,n){return!pr(0,e,r,n)})),vr=dr(\"<\",(function(t,e,r){return e<r}),(function(t,e,r,n){return n.compare(e,r)<0})),yr=dr(\">\",(function(t,e,r){return e>r}),(function(t,e,r,n){return n.compare(e,r)>0})),xr=dr(\"<=\",(function(t,e,r){return e<=r}),(function(t,e,r,n){return n.compare(e,r)<=0})),br=dr(\">=\",(function(t,e,r){return e>=r}),(function(t,e,r,n){return n.compare(e,r)>=0})),_r=function(t,e,r,n,i){this.type=Rt,this.number=t,this.locale=e,this.currency=r,this.minFractionDigits=n,this.maxFractionDigits=i};_r.parse=function(t,e){if(3!==t.length)return e.error(\"Expected two arguments.\");var r=e.parse(t[1],1,Dt);if(!r)return null;var n=t[2];if(\"object\"!=typeof n||Array.isArray(n))return e.error(\"NumberFormat options argument must be an object.\");var i=null;if(n.locale&&!(i=e.parse(n.locale,1,Rt)))return null;var a=null;if(n.currency&&!(a=e.parse(n.currency,1,Rt)))return null;var o=null;if(n[\"min-fraction-digits\"]&&!(o=e.parse(n[\"min-fraction-digits\"],1,Dt)))return null;var s=null;return n[\"max-fraction-digits\"]&&!(s=e.parse(n[\"max-fraction-digits\"],1,Dt))?null:new _r(r,i,a,o,s)},_r.prototype.evaluate=function(t){return new Intl.NumberFormat(this.locale?this.locale.evaluate(t):[],{style:this.currency?\"currency\":\"decimal\",currency:this.currency?this.currency.evaluate(t):void 0,minimumFractionDigits:this.minFractionDigits?this.minFractionDigits.evaluate(t):void 0,maximumFractionDigits:this.maxFractionDigits?this.maxFractionDigits.evaluate(t):void 0}).format(this.number.evaluate(t))},_r.prototype.eachChild=function(t){t(this.number),this.locale&&t(this.locale),this.currency&&t(this.currency),this.minFractionDigits&&t(this.minFractionDigits),this.maxFractionDigits&&t(this.maxFractionDigits)},_r.prototype.outputDefined=function(){return!1},_r.prototype.serialize=function(){var t={};return this.locale&&(t.locale=this.locale.serialize()),this.currency&&(t.currency=this.currency.serialize()),this.minFractionDigits&&(t[\"min-fraction-digits\"]=this.minFractionDigits.serialize()),this.maxFractionDigits&&(t[\"max-fraction-digits\"]=this.maxFractionDigits.serialize()),[\"number-format\",this.number.serialize(),t]};var wr=function(t){this.type=Dt,this.input=t};wr.parse=function(t,e){if(2!==t.length)return e.error(\"Expected 1 argument, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1);return r?\"array\"!==r.type.kind&&\"string\"!==r.type.kind&&\"value\"!==r.type.kind?e.error(\"Expected argument of type string or array, but found \"+Gt(r.type)+\" instead.\"):new wr(r):null},wr.prototype.evaluate=function(t){var e=this.input.evaluate(t);if(\"string\"==typeof e)return e.length;if(Array.isArray(e))return e.length;throw new se(\"Expected value to be of type string or array, but found \"+Gt(ie(e))+\" instead.\")},wr.prototype.eachChild=function(t){t(this.input)},wr.prototype.outputDefined=function(){return!1},wr.prototype.serialize=function(){var t=[\"length\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var Tr={\"==\":gr,\"!=\":mr,\">\":yr,\"<\":vr,\">=\":br,\"<=\":xr,array:ce,at:or,boolean:ce,case:ur,coalesce:ir,collator:ve,format:ue,image:fe,in:sr,\"index-of\":lr,interpolate:rr,\"interpolate-hcl\":rr,\"interpolate-lab\":rr,length:wr,let:ar,literal:oe,match:cr,number:ce,\"number-format\":_r,object:ce,slice:fr,step:je,string:ce,\"to-boolean\":pe,\"to-color\":pe,\"to-number\":pe,\"to-string\":pe,var:Fe,within:ze};function kr(t,e){var r=e[0],n=e[1],i=e[2],a=e[3];r=r.evaluate(t),n=n.evaluate(t),i=i.evaluate(t);var o=a?a.evaluate(t):1,s=re(r,n,i,o);if(s)throw new se(s);return new Kt(r/255*o,n/255*o,i/255*o,o)}function Mr(t,e){return t in e}function Ar(t,e){var r=e[t];return void 0===r?null:r}function Sr(t){return{type:t}}function Er(t){return{result:\"success\",value:t}}function Cr(t){return{result:\"error\",value:t}}function Lr(t){return\"data-driven\"===t[\"property-type\"]||\"cross-faded-data-driven\"===t[\"property-type\"]}function Ir(t){return!!t.expression&&t.expression.parameters.indexOf(\"zoom\")>-1}function Pr(t){return!!t.expression&&t.expression.interpolated}function zr(t){return t instanceof Number?\"number\":t instanceof String?\"string\":t instanceof Boolean?\"boolean\":Array.isArray(t)?\"array\":null===t?\"null\":typeof t}function Or(t){return\"object\"==typeof t&&null!==t&&!Array.isArray(t)}function Dr(t){return t}function Rr(t,e,r){return void 0!==t?t:void 0!==e?e:void 0!==r?r:void 0}function Fr(t,e,r,n,i){return Rr(typeof r===i?n[r]:void 0,t.default,e.default)}function Br(t,e,r){if(\"number\"!==zr(r))return Rr(t.default,e.default);var n=t.stops.length;if(1===n)return t.stops[0][1];if(r<=t.stops[0][0])return t.stops[0][1];if(r>=t.stops[n-1][0])return t.stops[n-1][1];var i=Ne(t.stops.map((function(t){return t[0]})),r);return t.stops[i][1]}function Nr(t,e,r){var n=void 0!==t.base?t.base:1;if(\"number\"!==zr(r))return Rr(t.default,e.default);var i=t.stops.length;if(1===i)return t.stops[0][1];if(r<=t.stops[0][0])return t.stops[0][1];if(r>=t.stops[i-1][0])return t.stops[i-1][1];var a=Ne(t.stops.map((function(t){return t[0]})),r),o=function(t,e,r,n){var i=n-r,a=t-r;return 0===i?0:1===e?a/i:(Math.pow(e,a)-1)/(Math.pow(e,i)-1)}(r,n,t.stops[a][0],t.stops[a+1][0]),s=t.stops[a][1],l=t.stops[a+1][1],c=Ve[e.type]||Dr;if(t.colorSpace&&\"rgb\"!==t.colorSpace){var u=er[t.colorSpace];c=function(t,e){return u.reverse(u.interpolate(u.forward(t),u.forward(e),o))}}return\"function\"==typeof s.evaluate?{evaluate:function(){for(var t=[],e=arguments.length;e--;)t[e]=arguments[e];var r=s.evaluate.apply(void 0,t),n=l.evaluate.apply(void 0,t);if(void 0!==r&&void 0!==n)return c(r,n,o)}}:c(s,l,o)}function jr(t,e,r){return\"color\"===e.type?r=Kt.parse(r):\"formatted\"===e.type?r=te.fromString(r.toString()):\"resolvedImage\"===e.type?r=ee.fromString(r.toString()):zr(r)===e.type||\"enum\"===e.type&&e.values[r]||(r=void 0),Rr(r,t.default,e.default)}me.register(Tr,{error:[{kind:\"error\"},[Rt],function(t,e){throw new se(e[0].evaluate(t))}],typeof:[Rt,[jt],function(t,e){return Gt(ie(e[0].evaluate(t)))}],\"to-rgba\":[Ht(Dt,4),[Bt],function(t,e){return e[0].evaluate(t).toArray()}],rgb:[Bt,[Dt,Dt,Dt],kr],rgba:[Bt,[Dt,Dt,Dt,Dt],kr],has:{type:Ft,overloads:[[[Rt],function(t,e){return Mr(e[0].evaluate(t),t.properties())}],[[Rt,Nt],function(t,e){var r=e[1];return Mr(e[0].evaluate(t),r.evaluate(t))}]]},get:{type:jt,overloads:[[[Rt],function(t,e){return Ar(e[0].evaluate(t),t.properties())}],[[Rt,Nt],function(t,e){var r=e[1];return Ar(e[0].evaluate(t),r.evaluate(t))}]]},\"feature-state\":[jt,[Rt],function(t,e){return Ar(e[0].evaluate(t),t.featureState||{})}],properties:[Nt,[],function(t){return t.properties()}],\"geometry-type\":[Rt,[],function(t){return t.geometryType()}],id:[jt,[],function(t){return t.id()}],zoom:[Dt,[],function(t){return t.globals.zoom}],\"heatmap-density\":[Dt,[],function(t){return t.globals.heatmapDensity||0}],\"line-progress\":[Dt,[],function(t){return t.globals.lineProgress||0}],accumulated:[jt,[],function(t){return void 0===t.globals.accumulated?null:t.globals.accumulated}],\"+\":[Dt,Sr(Dt),function(t,e){for(var r=0,n=0,i=e;n<i.length;n+=1)r+=i[n].evaluate(t);return r}],\"*\":[Dt,Sr(Dt),function(t,e){for(var r=1,n=0,i=e;n<i.length;n+=1)r*=i[n].evaluate(t);return r}],\"-\":{type:Dt,overloads:[[[Dt,Dt],function(t,e){var r=e[1];return e[0].evaluate(t)-r.evaluate(t)}],[[Dt],function(t,e){return-e[0].evaluate(t)}]]},\"/\":[Dt,[Dt,Dt],function(t,e){var r=e[1];return e[0].evaluate(t)/r.evaluate(t)}],\"%\":[Dt,[Dt,Dt],function(t,e){var r=e[1];return e[0].evaluate(t)%r.evaluate(t)}],ln2:[Dt,[],function(){return Math.LN2}],pi:[Dt,[],function(){return Math.PI}],e:[Dt,[],function(){return Math.E}],\"^\":[Dt,[Dt,Dt],function(t,e){var r=e[1];return Math.pow(e[0].evaluate(t),r.evaluate(t))}],sqrt:[Dt,[Dt],function(t,e){return Math.sqrt(e[0].evaluate(t))}],log10:[Dt,[Dt],function(t,e){return Math.log(e[0].evaluate(t))/Math.LN10}],ln:[Dt,[Dt],function(t,e){return Math.log(e[0].evaluate(t))}],log2:[Dt,[Dt],function(t,e){return Math.log(e[0].evaluate(t))/Math.LN2}],sin:[Dt,[Dt],function(t,e){return Math.sin(e[0].evaluate(t))}],cos:[Dt,[Dt],function(t,e){return Math.cos(e[0].evaluate(t))}],tan:[Dt,[Dt],function(t,e){return Math.tan(e[0].evaluate(t))}],asin:[Dt,[Dt],function(t,e){return Math.asin(e[0].evaluate(t))}],acos:[Dt,[Dt],function(t,e){return Math.acos(e[0].evaluate(t))}],atan:[Dt,[Dt],function(t,e){return Math.atan(e[0].evaluate(t))}],min:[Dt,Sr(Dt),function(t,e){return Math.min.apply(Math,e.map((function(e){return e.evaluate(t)})))}],max:[Dt,Sr(Dt),function(t,e){return Math.max.apply(Math,e.map((function(e){return e.evaluate(t)})))}],abs:[Dt,[Dt],function(t,e){return Math.abs(e[0].evaluate(t))}],round:[Dt,[Dt],function(t,e){var r=e[0].evaluate(t);return r<0?-Math.round(-r):Math.round(r)}],floor:[Dt,[Dt],function(t,e){return Math.floor(e[0].evaluate(t))}],ceil:[Dt,[Dt],function(t,e){return Math.ceil(e[0].evaluate(t))}],\"filter-==\":[Ft,[Rt,jt],function(t,e){var r=e[0],n=e[1];return t.properties()[r.value]===n.value}],\"filter-id-==\":[Ft,[jt],function(t,e){var r=e[0];return t.id()===r.value}],\"filter-type-==\":[Ft,[Rt],function(t,e){var r=e[0];return t.geometryType()===r.value}],\"filter-<\":[Ft,[Rt,jt],function(t,e){var r=e[0],n=e[1],i=t.properties()[r.value],a=n.value;return typeof i==typeof a&&i<a}],\"filter-id-<\":[Ft,[jt],function(t,e){var r=e[0],n=t.id(),i=r.value;return typeof n==typeof i&&n<i}],\"filter->\":[Ft,[Rt,jt],function(t,e){var r=e[0],n=e[1],i=t.properties()[r.value],a=n.value;return typeof i==typeof a&&i>a}],\"filter-id->\":[Ft,[jt],function(t,e){var r=e[0],n=t.id(),i=r.value;return typeof n==typeof i&&n>i}],\"filter-<=\":[Ft,[Rt,jt],function(t,e){var r=e[0],n=e[1],i=t.properties()[r.value],a=n.value;return typeof i==typeof a&&i<=a}],\"filter-id-<=\":[Ft,[jt],function(t,e){var r=e[0],n=t.id(),i=r.value;return typeof n==typeof i&&n<=i}],\"filter->=\":[Ft,[Rt,jt],function(t,e){var r=e[0],n=e[1],i=t.properties()[r.value],a=n.value;return typeof i==typeof a&&i>=a}],\"filter-id->=\":[Ft,[jt],function(t,e){var r=e[0],n=t.id(),i=r.value;return typeof n==typeof i&&n>=i}],\"filter-has\":[Ft,[jt],function(t,e){return e[0].value in t.properties()}],\"filter-has-id\":[Ft,[],function(t){return null!==t.id()&&void 0!==t.id()}],\"filter-type-in\":[Ft,[Ht(Rt)],function(t,e){return e[0].value.indexOf(t.geometryType())>=0}],\"filter-id-in\":[Ft,[Ht(jt)],function(t,e){return e[0].value.indexOf(t.id())>=0}],\"filter-in-small\":[Ft,[Rt,Ht(jt)],function(t,e){var r=e[0];return e[1].value.indexOf(t.properties()[r.value])>=0}],\"filter-in-large\":[Ft,[Rt,Ht(jt)],function(t,e){var r=e[0],n=e[1];return function(t,e,r,n){for(;r<=n;){var i=r+n>>1;if(e[i]===t)return!0;e[i]>t?n=i-1:r=i+1}return!1}(t.properties()[r.value],n.value,0,n.value.length-1)}],all:{type:Ft,overloads:[[[Ft,Ft],function(t,e){var r=e[1];return e[0].evaluate(t)&&r.evaluate(t)}],[Sr(Ft),function(t,e){for(var r=0,n=e;r<n.length;r+=1)if(!n[r].evaluate(t))return!1;return!0}]]},any:{type:Ft,overloads:[[[Ft,Ft],function(t,e){var r=e[1];return e[0].evaluate(t)||r.evaluate(t)}],[Sr(Ft),function(t,e){for(var r=0,n=e;r<n.length;r+=1)if(n[r].evaluate(t))return!0;return!1}]]},\"!\":[Ft,[Ft],function(t,e){return!e[0].evaluate(t)}],\"is-supported-script\":[Ft,[Rt],function(t,e){var r=t.globals&&t.globals.isSupportedScript;return!r||r(e[0].evaluate(t))}],upcase:[Rt,[Rt],function(t,e){return e[0].evaluate(t).toUpperCase()}],downcase:[Rt,[Rt],function(t,e){return e[0].evaluate(t).toLowerCase()}],concat:[Rt,Sr(jt),function(t,e){return e.map((function(e){return ae(e.evaluate(t))})).join(\"\")}],\"resolved-locale\":[Rt,[Ut],function(t,e){return e[0].evaluate(t).resolvedLocale()}]});var Ur=function(t,e){this.expression=t,this._warningHistory={},this._evaluator=new ge,this._defaultValue=e?function(t){return\"color\"===t.type&&Or(t.default)?new Kt(0,0,0,0):\"color\"===t.type?Kt.parse(t.default)||null:void 0===t.default?null:t.default}(e):null,this._enumValues=e&&\"enum\"===e.type?e.values:null};function Vr(t){return Array.isArray(t)&&t.length>0&&\"string\"==typeof t[0]&&t[0]in Tr}function qr(t,e){var r=new Be(Tr,[],e?function(t){var e={color:Bt,string:Rt,number:Dt,enum:Rt,boolean:Ft,formatted:Vt,resolvedImage:qt};return\"array\"===t.type?Ht(e[t.value]||jt,t.length):e[t.type]}(e):void 0),n=r.parse(t,void 0,void 0,void 0,e&&\"string\"===e.type?{typeAnnotation:\"coerce\"}:void 0);return n?Er(new Ur(n,e)):Cr(r.errors)}Ur.prototype.evaluateWithoutErrorHandling=function(t,e,r,n,i,a){return this._evaluator.globals=t,this._evaluator.feature=e,this._evaluator.featureState=r,this._evaluator.canonical=n,this._evaluator.availableImages=i||null,this._evaluator.formattedSection=a,this.expression.evaluate(this._evaluator)},Ur.prototype.evaluate=function(t,e,r,n,i,a){this._evaluator.globals=t,this._evaluator.feature=e||null,this._evaluator.featureState=r||null,this._evaluator.canonical=n,this._evaluator.availableImages=i||null,this._evaluator.formattedSection=a||null;try{var o=this.expression.evaluate(this._evaluator);if(null==o||\"number\"==typeof o&&o!=o)return this._defaultValue;if(this._enumValues&&!(o in this._enumValues))throw new se(\"Expected value to be one of \"+Object.keys(this._enumValues).map((function(t){return JSON.stringify(t)})).join(\", \")+\", but found \"+JSON.stringify(o)+\" instead.\");return o}catch(t){return this._warningHistory[t.message]||(this._warningHistory[t.message]=!0,\"undefined\"!=typeof console&&console.warn(t.message)),this._defaultValue}};var Hr=function(t,e){this.kind=t,this._styleExpression=e,this.isStateDependent=\"constant\"!==t&&!De(e.expression)};Hr.prototype.evaluateWithoutErrorHandling=function(t,e,r,n,i,a){return this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,i,a)},Hr.prototype.evaluate=function(t,e,r,n,i,a){return this._styleExpression.evaluate(t,e,r,n,i,a)};var Gr=function(t,e,r,n){this.kind=t,this.zoomStops=r,this._styleExpression=e,this.isStateDependent=\"camera\"!==t&&!De(e.expression),this.interpolationType=n};function Yr(t,e){if(\"error\"===(t=qr(t,e)).result)return t;var r=t.value.expression,n=Oe(r);if(!n&&!Lr(e))return Cr([new Pt(\"\",\"data expressions not supported\")]);var i=Re(r,[\"zoom\"]);if(!i&&!Ir(e))return Cr([new Pt(\"\",\"zoom expressions not supported\")]);var a=function t(e){var r=null;if(e instanceof ar)r=t(e.result);else if(e instanceof ir)for(var n=0,i=e.args;n<i.length&&!(r=t(i[n]));n+=1);else(e instanceof je||e instanceof rr)&&e.input instanceof me&&\"zoom\"===e.input.name&&(r=e);return r instanceof Pt||e.eachChild((function(e){var n=t(e);n instanceof Pt?r=n:!r&&n?r=new Pt(\"\",'\"zoom\" expression may only be used as input to a top-level \"step\" or \"interpolate\" expression.'):r&&n&&r!==n&&(r=new Pt(\"\",'Only one zoom-based \"step\" or \"interpolate\" subexpression may be used in an expression.'))})),r}(r);return a||i?a instanceof Pt?Cr([a]):a instanceof rr&&!Pr(e)?Cr([new Pt(\"\",'\"interpolate\" expressions cannot be used with this property')]):Er(a?new Gr(n?\"camera\":\"composite\",t.value,a.labels,a instanceof rr?a.interpolation:void 0):new Hr(n?\"constant\":\"source\",t.value)):Cr([new Pt(\"\",'\"zoom\" expression may only be used as input to a top-level \"step\" or \"interpolate\" expression.')])}Gr.prototype.evaluateWithoutErrorHandling=function(t,e,r,n,i,a){return this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,i,a)},Gr.prototype.evaluate=function(t,e,r,n,i,a){return this._styleExpression.evaluate(t,e,r,n,i,a)},Gr.prototype.interpolationFactor=function(t,e,r){return this.interpolationType?rr.interpolationFactor(this.interpolationType,t,e,r):0};var Wr=function(t,e){this._parameters=t,this._specification=e,Ct(this,function t(e,r){var n,i,a,o=\"color\"===r.type,s=e.stops&&\"object\"==typeof e.stops[0][0],l=s||!(s||void 0!==e.property),c=e.type||(Pr(r)?\"exponential\":\"interval\");if(o&&((e=Ct({},e)).stops&&(e.stops=e.stops.map((function(t){return[t[0],Kt.parse(t[1])]}))),e.default=Kt.parse(e.default?e.default:r.default)),e.colorSpace&&\"rgb\"!==e.colorSpace&&!er[e.colorSpace])throw new Error(\"Unknown color space: \"+e.colorSpace);if(\"exponential\"===c)n=Nr;else if(\"interval\"===c)n=Br;else if(\"categorical\"===c){n=Fr,i=Object.create(null);for(var u=0,f=e.stops;u<f.length;u+=1){var h=f[u];i[h[0]]=h[1]}a=typeof e.stops[0][0]}else{if(\"identity\"!==c)throw new Error('Unknown function type \"'+c+'\"');n=jr}if(s){for(var p={},d=[],g=0;g<e.stops.length;g++){var m=e.stops[g],v=m[0].zoom;void 0===p[v]&&(p[v]={zoom:v,type:e.type,property:e.property,default:e.default,stops:[]},d.push(v)),p[v].stops.push([m[0].value,m[1]])}for(var y=[],x=0,b=d;x<b.length;x+=1){var _=b[x];y.push([p[_].zoom,t(p[_],r)])}var w={name:\"linear\"};return{kind:\"composite\",interpolationType:w,interpolationFactor:rr.interpolationFactor.bind(void 0,w),zoomStops:y.map((function(t){return t[0]})),evaluate:function(t,n){var i=t.zoom;return Nr({stops:y,base:e.base},r,i).evaluate(i,n)}}}if(l){var T=\"exponential\"===c?{name:\"exponential\",base:void 0!==e.base?e.base:1}:null;return{kind:\"camera\",interpolationType:T,interpolationFactor:rr.interpolationFactor.bind(void 0,T),zoomStops:e.stops.map((function(t){return t[0]})),evaluate:function(t){return n(e,r,t.zoom,i,a)}}}return{kind:\"source\",evaluate:function(t,o){var s=o&&o.properties?o.properties[e.property]:void 0;return void 0===s?Rr(e.default,r.default):n(e,r,s,i,a)}}}(this._parameters,this._specification))};function Xr(t){var e=t.key,r=t.value,n=t.valueSpec||{},i=t.objectElementValidators||{},a=t.style,o=t.styleSpec,s=[],l=zr(r);if(\"object\"!==l)return[new St(e,r,\"object expected, \"+l+\" found\")];for(var c in r){var u=c.split(\".\")[0],f=n[u]||n[\"*\"],h=void 0;if(i[u])h=i[u];else if(n[u])h=bn;else if(i[\"*\"])h=i[\"*\"];else{if(!n[\"*\"]){s.push(new St(e,r[c],'unknown property \"'+c+'\"'));continue}h=bn}s=s.concat(h({key:(e?e+\".\":e)+c,value:r[c],valueSpec:f,style:a,styleSpec:o,object:r,objectKey:c},r))}for(var p in n)i[p]||n[p].required&&void 0===n[p].default&&void 0===r[p]&&s.push(new St(e,r,'missing required property \"'+p+'\"'));return s}function Zr(t){var e=t.value,r=t.valueSpec,n=t.style,i=t.styleSpec,a=t.key,o=t.arrayElementValidator||bn;if(\"array\"!==zr(e))return[new St(a,e,\"array expected, \"+zr(e)+\" found\")];if(r.length&&e.length!==r.length)return[new St(a,e,\"array length \"+r.length+\" expected, length \"+e.length+\" found\")];if(r[\"min-length\"]&&e.length<r[\"min-length\"])return[new St(a,e,\"array length at least \"+r[\"min-length\"]+\" expected, length \"+e.length+\" found\")];var s={type:r.value,values:r.values};i.$version<7&&(s.function=r.function),\"object\"===zr(r.value)&&(s=r.value);for(var l=[],c=0;c<e.length;c++)l=l.concat(o({array:e,arrayIndex:c,value:e[c],valueSpec:s,style:n,styleSpec:i,key:a+\"[\"+c+\"]\"}));return l}function Jr(t){var e=t.key,r=t.value,n=t.valueSpec,i=zr(r);return\"number\"===i&&r!=r&&(i=\"NaN\"),\"number\"!==i?[new St(e,r,\"number expected, \"+i+\" found\")]:\"minimum\"in n&&r<n.minimum?[new St(e,r,r+\" is less than the minimum value \"+n.minimum)]:\"maximum\"in n&&r>n.maximum?[new St(e,r,r+\" is greater than the maximum value \"+n.maximum)]:[]}function Kr(t){var e,r,n,i=t.valueSpec,a=Lt(t.value.type),o={},s=\"categorical\"!==a&&void 0===t.value.property,l=!s,c=\"array\"===zr(t.value.stops)&&\"array\"===zr(t.value.stops[0])&&\"object\"===zr(t.value.stops[0][0]),u=Xr({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if(\"identity\"===a)return[new St(t.key,t.value,'identity function may not have a \"stops\" property')];var e=[],r=t.value;return e=e.concat(Zr({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:f})),\"array\"===zr(r)&&0===r.length&&e.push(new St(t.key,r,\"array must have at least one stop\")),e},default:function(t){return bn({key:t.key,value:t.value,valueSpec:i,style:t.style,styleSpec:t.styleSpec})}}});return\"identity\"===a&&s&&u.push(new St(t.key,t.value,'missing required property \"property\"')),\"identity\"===a||t.value.stops||u.push(new St(t.key,t.value,'missing required property \"stops\"')),\"exponential\"===a&&t.valueSpec.expression&&!Pr(t.valueSpec)&&u.push(new St(t.key,t.value,\"exponential functions not supported\")),t.styleSpec.$version>=8&&(l&&!Lr(t.valueSpec)?u.push(new St(t.key,t.value,\"property functions not supported\")):s&&!Ir(t.valueSpec)&&u.push(new St(t.key,t.value,\"zoom functions not supported\"))),\"categorical\"!==a&&!c||void 0!==t.value.property||u.push(new St(t.key,t.value,'\"property\" property is required')),u;function f(t){var e=[],a=t.value,s=t.key;if(\"array\"!==zr(a))return[new St(s,a,\"array expected, \"+zr(a)+\" found\")];if(2!==a.length)return[new St(s,a,\"array length 2 expected, length \"+a.length+\" found\")];if(c){if(\"object\"!==zr(a[0]))return[new St(s,a,\"object expected, \"+zr(a[0])+\" found\")];if(void 0===a[0].zoom)return[new St(s,a,\"object stop key must have zoom\")];if(void 0===a[0].value)return[new St(s,a,\"object stop key must have value\")];if(n&&n>Lt(a[0].zoom))return[new St(s,a[0].zoom,\"stop zoom values must appear in ascending order\")];Lt(a[0].zoom)!==n&&(n=Lt(a[0].zoom),r=void 0,o={}),e=e.concat(Xr({key:s+\"[0]\",value:a[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:Jr,value:h}}))}else e=e.concat(h({key:s+\"[0]\",value:a[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},a));return Vr(It(a[1]))?e.concat([new St(s+\"[1]\",a[1],\"expressions are not allowed in function stops.\")]):e.concat(bn({key:s+\"[1]\",value:a[1],valueSpec:i,style:t.style,styleSpec:t.styleSpec}))}function h(t,n){var s=zr(t.value),l=Lt(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new St(t.key,c,s+\" stop domain type must match previous stop domain type \"+e)]}else e=s;if(\"number\"!==s&&\"string\"!==s&&\"boolean\"!==s)return[new St(t.key,c,\"stop domain value must be a number, string, or boolean\")];if(\"number\"!==s&&\"categorical\"!==a){var u=\"number expected, \"+s+\" found\";return Lr(i)&&void 0===a&&(u+='\\nIf you intended to use a categorical function, specify `\"type\": \"categorical\"`.'),[new St(t.key,c,u)]}return\"categorical\"!==a||\"number\"!==s||isFinite(l)&&Math.floor(l)===l?\"categorical\"!==a&&\"number\"===s&&void 0!==r&&l<r?[new St(t.key,c,\"stop domain values must appear in ascending order\")]:(r=l,\"categorical\"===a&&l in o?[new St(t.key,c,\"stop domain values must be unique\")]:(o[l]=!0,[])):[new St(t.key,c,\"integer expected, found \"+l)]}}function Qr(t){var e=(\"property\"===t.expressionContext?Yr:qr)(It(t.value),t.valueSpec);if(\"error\"===e.result)return e.value.map((function(e){return new St(\"\"+t.key+e.key,t.value,e.message)}));var r=e.value.expression||e.value._styleExpression.expression;if(\"property\"===t.expressionContext&&\"text-font\"===t.propertyKey&&!r.outputDefined())return[new St(t.key,t.value,'Invalid data expression for \"'+t.propertyKey+'\". Output values must be contained as literals within the expression.')];if(\"property\"===t.expressionContext&&\"layout\"===t.propertyType&&!De(r))return[new St(t.key,t.value,'\"feature-state\" data expressions are not supported with layout properties.')];if(\"filter\"===t.expressionContext&&!De(r))return[new St(t.key,t.value,'\"feature-state\" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf(\"cluster\")){if(!Re(r,[\"zoom\",\"feature-state\"]))return[new St(t.key,t.value,'\"zoom\" and \"feature-state\" expressions are not supported with cluster properties.')];if(\"cluster-initial\"===t.expressionContext&&!Oe(r))return[new St(t.key,t.value,\"Feature data expressions are not supported with initial expression part of cluster properties.\")]}return[]}function $r(t){var e=t.key,r=t.value,n=t.valueSpec,i=[];return Array.isArray(n.values)?-1===n.values.indexOf(Lt(r))&&i.push(new St(e,r,\"expected one of [\"+n.values.join(\", \")+\"], \"+JSON.stringify(r)+\" found\")):-1===Object.keys(n.values).indexOf(Lt(r))&&i.push(new St(e,r,\"expected one of [\"+Object.keys(n.values).join(\", \")+\"], \"+JSON.stringify(r)+\" found\")),i}function tn(t){if(!0===t||!1===t)return!0;if(!Array.isArray(t)||0===t.length)return!1;switch(t[0]){case\"has\":return t.length>=2&&\"$id\"!==t[1]&&\"$type\"!==t[1];case\"in\":return t.length>=3&&(\"string\"!=typeof t[1]||Array.isArray(t[2]));case\"!in\":case\"!has\":case\"none\":return!1;case\"==\":case\"!=\":case\">\":case\">=\":case\"<\":case\"<=\":return 3!==t.length||Array.isArray(t[1])||Array.isArray(t[2]);case\"any\":case\"all\":for(var e=0,r=t.slice(1);e<r.length;e+=1){var n=r[e];if(!tn(n)&&\"boolean\"!=typeof n)return!1}return!0;default:return!0}}Wr.deserialize=function(t){return new Wr(t._parameters,t._specification)},Wr.serialize=function(t){return{_parameters:t._parameters,_specification:t._specification}};var en={type:\"boolean\",default:!1,transition:!1,\"property-type\":\"data-driven\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]}};function rn(t){if(null==t)return{filter:function(){return!0},needGeometry:!1};tn(t)||(t=an(t));var e=qr(t,en);if(\"error\"===e.result)throw new Error(e.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return{filter:function(t,r,n){return e.value.evaluate(t,r,{},n)},needGeometry:function t(e){if(!Array.isArray(e))return!1;if(\"within\"===e[0])return!0;for(var r=1;r<e.length;r++)if(t(e[r]))return!0;return!1}(t)}}function nn(t,e){return t<e?-1:t>e?1:0}function an(t){if(!t)return!0;var e,r=t[0];return t.length<=1?\"any\"!==r:\"==\"===r?on(t[1],t[2],\"==\"):\"!=\"===r?cn(on(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?on(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(an))):\"all\"===r?[\"all\"].concat(t.slice(1).map(an)):\"none\"===r?[\"all\"].concat(t.slice(1).map(an).map(cn)):\"in\"===r?sn(t[1],t.slice(2)):\"!in\"===r?cn(sn(t[1],t.slice(2))):\"has\"===r?ln(t[1]):\"!has\"===r?cn(ln(t[1])):\"within\"!==r||t}function on(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function sn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(nn)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function ln(t){switch(t){case\"$type\":return!0;case\"$id\":return[\"filter-has-id\"];default:return[\"filter-has\",t]}}function cn(t){return[\"!\",t]}function un(t){return tn(It(t.value))?Qr(Ct({},t,{expressionContext:\"filter\",valueSpec:{value:\"boolean\"}})):function t(e){var r=e.value,n=e.key;if(\"array\"!==zr(r))return[new St(n,r,\"array expected, \"+zr(r)+\" found\")];var i,a=e.styleSpec,o=[];if(r.length<1)return[new St(n,r,\"filter array must have at least 1 element\")];switch(o=o.concat($r({key:n+\"[0]\",value:r[0],valueSpec:a.filter_operator,style:e.style,styleSpec:e.styleSpec})),Lt(r[0])){case\"<\":case\"<=\":case\">\":case\">=\":r.length>=2&&\"$type\"===Lt(r[1])&&o.push(new St(n,r,'\"$type\" cannot be use with operator \"'+r[0]+'\"'));case\"==\":case\"!=\":3!==r.length&&o.push(new St(n,r,'filter array for operator \"'+r[0]+'\" must have 3 elements'));case\"in\":case\"!in\":r.length>=2&&\"string\"!==(i=zr(r[1]))&&o.push(new St(n+\"[1]\",r[1],\"string expected, \"+i+\" found\"));for(var s=2;s<r.length;s++)i=zr(r[s]),\"$type\"===Lt(r[1])?o=o.concat($r({key:n+\"[\"+s+\"]\",value:r[s],valueSpec:a.geometry_type,style:e.style,styleSpec:e.styleSpec})):\"string\"!==i&&\"number\"!==i&&\"boolean\"!==i&&o.push(new St(n+\"[\"+s+\"]\",r[s],\"string, number, or boolean expected, \"+i+\" found\"));break;case\"any\":case\"all\":case\"none\":for(var l=1;l<r.length;l++)o=o.concat(t({key:n+\"[\"+l+\"]\",value:r[l],style:e.style,styleSpec:e.styleSpec}));break;case\"has\":case\"!has\":i=zr(r[1]),2!==r.length?o.push(new St(n,r,'filter array for \"'+r[0]+'\" operator must have 2 elements')):\"string\"!==i&&o.push(new St(n+\"[1]\",r[1],\"string expected, \"+i+\" found\"));break;case\"within\":i=zr(r[1]),2!==r.length?o.push(new St(n,r,'filter array for \"'+r[0]+'\" operator must have 2 elements')):\"object\"!==i&&o.push(new St(n+\"[1]\",r[1],\"object expected, \"+i+\" found\"))}return o}(t)}function fn(t,e){var r=t.key,n=t.style,i=t.styleSpec,a=t.value,o=t.objectKey,s=i[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return bn({key:r,value:a,valueSpec:i.transition,style:n,styleSpec:i});var c,u=t.valueSpec||s[o];if(!u)return[new St(r,a,'unknown property \"'+o+'\"')];if(\"string\"===zr(a)&&Lr(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(a)))return[new St(r,a,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(c[1])+\" }`.\")];var f=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&f.push(new St(r,a,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&Or(It(a))&&\"identity\"===Lt(a.type)&&f.push(new St(r,a,'\"text-font\" does not support identity functions'))),f.concat(bn({key:t.key,value:a,valueSpec:u,style:n,styleSpec:i,expressionContext:\"property\",propertyType:e,propertyKey:o}))}function hn(t){return fn(t,\"paint\")}function pn(t){return fn(t,\"layout\")}function dn(t){var e=[],r=t.value,n=t.key,i=t.style,a=t.styleSpec;r.type||r.ref||e.push(new St(n,r,'either \"type\" or \"ref\" is required'));var o,s=Lt(r.type),l=Lt(r.ref);if(r.id)for(var c=Lt(r.id),u=0;u<t.arrayIndex;u++){var f=i.layers[u];Lt(f.id)===c&&e.push(new St(n,r.id,'duplicate layer id \"'+r.id+'\", previously used at line '+f.id.__line__))}if(\"ref\"in r)[\"type\",\"source\",\"source-layer\",\"filter\",\"layout\"].forEach((function(t){t in r&&e.push(new St(n,r[t],'\"'+t+'\" is prohibited for ref layers'))})),i.layers.forEach((function(t){Lt(t.id)===l&&(o=t)})),o?o.ref?e.push(new St(n,r.ref,\"ref cannot reference another ref layer\")):s=Lt(o.type):e.push(new St(n,r.ref,'ref layer \"'+l+'\" not found'));else if(\"background\"!==s)if(r.source){var h=i.sources&&i.sources[r.source],p=h&&Lt(h.type);h?\"vector\"===p&&\"raster\"===s?e.push(new St(n,r.source,'layer \"'+r.id+'\" requires a raster source')):\"raster\"===p&&\"raster\"!==s?e.push(new St(n,r.source,'layer \"'+r.id+'\" requires a vector source')):\"vector\"!==p||r[\"source-layer\"]?\"raster-dem\"===p&&\"hillshade\"!==s?e.push(new St(n,r.source,\"raster-dem source can only be used with layer type 'hillshade'.\")):\"line\"!==s||!r.paint||!r.paint[\"line-gradient\"]||\"geojson\"===p&&h.lineMetrics||e.push(new St(n,r,'layer \"'+r.id+'\" specifies a line-gradient, which requires a GeoJSON source with `lineMetrics` enabled.')):e.push(new St(n,r,'layer \"'+r.id+'\" must specify a \"source-layer\"')):e.push(new St(n,r.source,'source \"'+r.source+'\" not found'))}else e.push(new St(n,r,'missing required property \"source\"'));return e=e.concat(Xr({key:n,value:r,valueSpec:a.layer,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(){return[]},type:function(){return bn({key:n+\".type\",value:r.type,valueSpec:a.layer.type,style:t.style,styleSpec:t.styleSpec,object:r,objectKey:\"type\"})},filter:un,layout:function(t){return Xr({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return pn(Ct({layerType:s},t))}}})},paint:function(t){return Xr({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return hn(Ct({layerType:s},t))}}})}}}))}function gn(t){var e=t.value,r=t.key,n=zr(e);return\"string\"!==n?[new St(r,e,\"string expected, \"+n+\" found\")]:[]}var mn={promoteId:function(t){var e=t.key,r=t.value;if(\"string\"===zr(r))return gn({key:e,value:r});var n=[];for(var i in r)n.push.apply(n,gn({key:e+\".\"+i,value:r[i]}));return n}};function vn(t){var e=t.value,r=t.key,n=t.styleSpec,i=t.style;if(!e.type)return[new St(r,e,'\"type\" is required')];var a,o=Lt(e.type);switch(o){case\"vector\":case\"raster\":case\"raster-dem\":return Xr({key:r,value:e,valueSpec:n[\"source_\"+o.replace(\"-\",\"_\")],style:t.style,styleSpec:n,objectElementValidators:mn});case\"geojson\":if(a=Xr({key:r,value:e,valueSpec:n.source_geojson,style:i,styleSpec:n,objectElementValidators:mn}),e.cluster)for(var s in e.clusterProperties){var l=e.clusterProperties[s],c=l[0],u=\"string\"==typeof c?[c,[\"accumulated\"],[\"get\",s]]:c;a.push.apply(a,Qr({key:r+\".\"+s+\".map\",value:l[1],expressionContext:\"cluster-map\"})),a.push.apply(a,Qr({key:r+\".\"+s+\".reduce\",value:u,expressionContext:\"cluster-reduce\"}))}return a;case\"video\":return Xr({key:r,value:e,valueSpec:n.source_video,style:i,styleSpec:n});case\"image\":return Xr({key:r,value:e,valueSpec:n.source_image,style:i,styleSpec:n});case\"canvas\":return[new St(r,null,\"Please use runtime APIs to add canvas sources, rather than including them in stylesheets.\",\"source.canvas\")];default:return $r({key:r+\".type\",value:e.type,valueSpec:{values:[\"vector\",\"raster\",\"raster-dem\",\"geojson\",\"video\",\"image\"]},style:i,styleSpec:n})}}function yn(t){var e=t.value,r=t.styleSpec,n=r.light,i=t.style,a=[],o=zr(e);if(void 0===e)return a;if(\"object\"!==o)return a.concat([new St(\"light\",e,\"object expected, \"+o+\" found\")]);for(var s in e){var l=s.match(/^(.*)-transition$/);a=a.concat(l&&n[l[1]]&&n[l[1]].transition?bn({key:s,value:e[s],valueSpec:r.transition,style:i,styleSpec:r}):n[s]?bn({key:s,value:e[s],valueSpec:n[s],style:i,styleSpec:r}):[new St(s,e[s],'unknown property \"'+s+'\"')])}return a}var xn={\"*\":function(){return[]},array:Zr,boolean:function(t){var e=t.value,r=t.key,n=zr(e);return\"boolean\"!==n?[new St(r,e,\"boolean expected, \"+n+\" found\")]:[]},number:Jr,color:function(t){var e=t.key,r=t.value,n=zr(r);return\"string\"!==n?[new St(e,r,\"color expected, \"+n+\" found\")]:null===Jt(r)?[new St(e,r,'color expected, \"'+r+'\" found')]:[]},constants:Et,enum:$r,filter:un,function:Kr,layer:dn,object:Xr,source:vn,light:yn,string:gn,formatted:function(t){return 0===gn(t).length?[]:Qr(t)},resolvedImage:function(t){return 0===gn(t).length?[]:Qr(t)}};function bn(t){var e=t.value,r=t.valueSpec,n=t.styleSpec;return r.expression&&Or(Lt(e))?Kr(t):r.expression&&Vr(It(e))?Qr(t):r.type&&xn[r.type]?xn[r.type](t):Xr(Ct({},t,{valueSpec:r.type?n[r.type]:r}))}function _n(t){var e=t.value,r=t.key,n=gn(t);return n.length||(-1===e.indexOf(\"{fontstack}\")&&n.push(new St(r,e,'\"glyphs\" url must include a \"{fontstack}\" token')),-1===e.indexOf(\"{range}\")&&n.push(new St(r,e,'\"glyphs\" url must include a \"{range}\" token'))),n}function wn(t,e){void 0===e&&(e=At);var r=[];return r=r.concat(bn({key:\"\",value:t,valueSpec:e.$root,styleSpec:e,style:t,objectElementValidators:{glyphs:_n,\"*\":function(){return[]}}})),t.constants&&(r=r.concat(Et({key:\"constants\",value:t.constants,style:t,styleSpec:e}))),Tn(r)}function Tn(t){return[].concat(t).sort((function(t,e){return t.line-e.line}))}function kn(t){return function(){for(var e=[],r=arguments.length;r--;)e[r]=arguments[r];return Tn(t.apply(this,e))}}wn.source=kn(vn),wn.light=kn(yn),wn.layer=kn(dn),wn.filter=kn(un),wn.paintProperty=kn(hn),wn.layoutProperty=kn(pn);var Mn=wn,An=Mn.light,Sn=Mn.paintProperty,En=Mn.layoutProperty;function Cn(t,e){var r=!1;if(e&&e.length)for(var n=0,i=e;n<i.length;n+=1)t.fire(new kt(new Error(i[n].message))),r=!0;return r}var Ln=In;function In(t,e,r){var n=this.cells=[];if(t instanceof ArrayBuffer){this.arrayBuffer=t;var i=new Int32Array(this.arrayBuffer);t=i[0],this.d=(e=i[1])+2*(r=i[2]);for(var a=0;a<this.d*this.d;a++){var o=i[3+a],s=i[3+a+1];n.push(o===s?null:i.subarray(o,s))}var l=i[3+n.length+1];this.keys=i.subarray(i[3+n.length],l),this.bboxes=i.subarray(l),this.insert=this._insertReadonly}else{this.d=e+2*r;for(var c=0;c<this.d*this.d;c++)n.push([]);this.keys=[],this.bboxes=[]}this.n=e,this.extent=t,this.padding=r,this.scale=e/t,this.uid=0;var u=r/e*t;this.min=-u,this.max=t+u}In.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertCell,this.uid++),this.keys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},In.prototype._insertReadonly=function(){throw\"Cannot insert into a GridIndex created from an ArrayBuffer.\"},In.prototype._insertCell=function(t,e,r,n,i,a){this.cells[i].push(a)},In.prototype.query=function(t,e,r,n,i){var a=this.min,o=this.max;if(t<=a&&e<=a&&o<=r&&o<=n&&!i)return Array.prototype.slice.call(this.keys);var s=[];return this._forEachCell(t,e,r,n,this._queryCell,s,{},i),s},In.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=this.cells[i];if(null!==l)for(var c=this.keys,u=this.bboxes,f=0;f<l.length;f++){var h=l[f];if(void 0===o[h]){var p=4*h;(s?s(u[p+0],u[p+1],u[p+2],u[p+3]):t<=u[p+2]&&e<=u[p+3]&&r>=u[p+0]&&n>=u[p+1])?(o[h]=!0,a.push(c[h])):o[h]=!1}}},In.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToCellCoord(t),c=this._convertToCellCoord(e),u=this._convertToCellCoord(r),f=this._convertToCellCoord(n),h=l;h<=u;h++)for(var p=c;p<=f;p++){var d=this.d*p+h;if((!s||s(this._convertFromCellCoord(h),this._convertFromCellCoord(p),this._convertFromCellCoord(h+1),this._convertFromCellCoord(p+1)))&&i.call(this,t,e,r,n,d,a,o,s))return}},In.prototype._convertFromCellCoord=function(t){return(t-this.padding)/this.scale},In.prototype._convertToCellCoord=function(t){return Math.max(0,Math.min(this.d-1,Math.floor(t*this.scale)+this.padding))},In.prototype.toArrayBuffer=function(){if(this.arrayBuffer)return this.arrayBuffer;for(var t=this.cells,e=3+this.cells.length+1+1,r=0,n=0;n<this.cells.length;n++)r+=this.cells[n].length;var i=new Int32Array(e+r+this.keys.length+this.bboxes.length);i[0]=this.extent,i[1]=this.n,i[2]=this.padding;for(var a=e,o=0;o<t.length;o++){var s=t[o];i[3+o]=a,i.set(s,a),a+=s.length}return i[3+t.length]=a,i.set(this.keys,a),i[3+t.length+1]=a+=this.keys.length,i.set(this.bboxes,a),a+=this.bboxes.length,i.buffer};var Pn=self.ImageData,zn=self.ImageBitmap,On={};function Dn(t,e,r){void 0===r&&(r={}),Object.defineProperty(e,\"_classRegistryKey\",{value:t,writeable:!1}),On[t]={klass:e,omit:r.omit||[],shallow:r.shallow||[]}}for(var Rn in Dn(\"Object\",Object),Ln.serialize=function(t,e){var r=t.toArrayBuffer();return e&&e.push(r),{buffer:r}},Ln.deserialize=function(t){return new Ln(t.buffer)},Dn(\"Grid\",Ln),Dn(\"Color\",Kt),Dn(\"Error\",Error),Dn(\"ResolvedImage\",ee),Dn(\"StylePropertyFunction\",Wr),Dn(\"StyleExpression\",Ur,{omit:[\"_evaluator\"]}),Dn(\"ZoomDependentExpression\",Gr),Dn(\"ZoomConstantExpression\",Hr),Dn(\"CompoundExpression\",me,{omit:[\"_evaluate\"]}),Tr)Tr[Rn]._classRegistryKey||Dn(\"Expression_\"+Rn,Tr[Rn]);function Fn(t){return t&&\"undefined\"!=typeof ArrayBuffer&&(t instanceof ArrayBuffer||t.constructor&&\"ArrayBuffer\"===t.constructor.name)}function Bn(t){return zn&&t instanceof zn}function Nn(t,e){if(null==t||\"boolean\"==typeof t||\"number\"==typeof t||\"string\"==typeof t||t instanceof Boolean||t instanceof Number||t instanceof String||t instanceof Date||t instanceof RegExp)return t;if(Fn(t)||Bn(t))return e&&e.push(t),t;if(ArrayBuffer.isView(t)){var r=t;return e&&e.push(r.buffer),r}if(t instanceof Pn)return e&&e.push(t.data.buffer),t;if(Array.isArray(t)){for(var n=[],i=0,a=t;i<a.length;i+=1)n.push(Nn(a[i],e));return n}if(\"object\"==typeof t){var o=t.constructor,s=o._classRegistryKey;if(!s)throw new Error(\"can't serialize object of unregistered class\");var l=o.serialize?o.serialize(t,e):{};if(!o.serialize){for(var c in t)if(t.hasOwnProperty(c)&&!(On[s].omit.indexOf(c)>=0)){var u=t[c];l[c]=On[s].shallow.indexOf(c)>=0?u:Nn(u,e)}t instanceof Error&&(l.message=t.message)}if(l.$name)throw new Error(\"$name property is reserved for worker serialization logic.\");return\"Object\"!==s&&(l.$name=s),l}throw new Error(\"can't serialize object of type \"+typeof t)}function jn(t){if(null==t||\"boolean\"==typeof t||\"number\"==typeof t||\"string\"==typeof t||t instanceof Boolean||t instanceof Number||t instanceof String||t instanceof Date||t instanceof RegExp||Fn(t)||Bn(t)||ArrayBuffer.isView(t)||t instanceof Pn)return t;if(Array.isArray(t))return t.map(jn);if(\"object\"==typeof t){var e=t.$name||\"Object\",r=On[e].klass;if(!r)throw new Error(\"can't deserialize unregistered class \"+e);if(r.deserialize)return r.deserialize(t);for(var n=Object.create(r.prototype),i=0,a=Object.keys(t);i<a.length;i+=1){var o=a[i];if(\"$name\"!==o){var s=t[o];n[o]=On[e].shallow.indexOf(o)>=0?s:jn(s)}}return n}throw new Error(\"can't deserialize object of type \"+typeof t)}var Un=function(){this.first=!0};Un.prototype.update=function(t,e){var r=Math.floor(t);return this.first?(this.first=!1,this.lastIntegerZoom=r,this.lastIntegerZoomTime=0,this.lastZoom=t,this.lastFloorZoom=r,!0):(this.lastFloorZoom>r?(this.lastIntegerZoom=r+1,this.lastIntegerZoomTime=e):this.lastFloorZoom<r&&(this.lastIntegerZoom=r,this.lastIntegerZoomTime=e),t!==this.lastZoom&&(this.lastZoom=t,this.lastFloorZoom=r,!0))};var Vn={\"Latin-1 Supplement\":function(t){return t>=128&&t<=255},Arabic:function(t){return t>=1536&&t<=1791},\"Arabic Supplement\":function(t){return t>=1872&&t<=1919},\"Arabic Extended-A\":function(t){return t>=2208&&t<=2303},\"Hangul Jamo\":function(t){return t>=4352&&t<=4607},\"Unified Canadian Aboriginal Syllabics\":function(t){return t>=5120&&t<=5759},Khmer:function(t){return t>=6016&&t<=6143},\"Unified Canadian Aboriginal Syllabics Extended\":function(t){return t>=6320&&t<=6399},\"General Punctuation\":function(t){return t>=8192&&t<=8303},\"Letterlike Symbols\":function(t){return t>=8448&&t<=8527},\"Number Forms\":function(t){return t>=8528&&t<=8591},\"Miscellaneous Technical\":function(t){return t>=8960&&t<=9215},\"Control Pictures\":function(t){return t>=9216&&t<=9279},\"Optical Character Recognition\":function(t){return t>=9280&&t<=9311},\"Enclosed Alphanumerics\":function(t){return t>=9312&&t<=9471},\"Geometric Shapes\":function(t){return t>=9632&&t<=9727},\"Miscellaneous Symbols\":function(t){return t>=9728&&t<=9983},\"Miscellaneous Symbols and Arrows\":function(t){return t>=11008&&t<=11263},\"CJK Radicals Supplement\":function(t){return t>=11904&&t<=12031},\"Kangxi Radicals\":function(t){return t>=12032&&t<=12255},\"Ideographic Description Characters\":function(t){return t>=12272&&t<=12287},\"CJK Symbols and Punctuation\":function(t){return t>=12288&&t<=12351},Hiragana:function(t){return t>=12352&&t<=12447},Katakana:function(t){return t>=12448&&t<=12543},Bopomofo:function(t){return t>=12544&&t<=12591},\"Hangul Compatibility Jamo\":function(t){return t>=12592&&t<=12687},Kanbun:function(t){return t>=12688&&t<=12703},\"Bopomofo Extended\":function(t){return t>=12704&&t<=12735},\"CJK Strokes\":function(t){return t>=12736&&t<=12783},\"Katakana Phonetic Extensions\":function(t){return t>=12784&&t<=12799},\"Enclosed CJK Letters and Months\":function(t){return t>=12800&&t<=13055},\"CJK Compatibility\":function(t){return t>=13056&&t<=13311},\"CJK Unified Ideographs Extension A\":function(t){return t>=13312&&t<=19903},\"Yijing Hexagram Symbols\":function(t){return t>=19904&&t<=19967},\"CJK Unified Ideographs\":function(t){return t>=19968&&t<=40959},\"Yi Syllables\":function(t){return t>=40960&&t<=42127},\"Yi Radicals\":function(t){return t>=42128&&t<=42191},\"Hangul Jamo Extended-A\":function(t){return t>=43360&&t<=43391},\"Hangul Syllables\":function(t){return t>=44032&&t<=55215},\"Hangul Jamo Extended-B\":function(t){return t>=55216&&t<=55295},\"Private Use Area\":function(t){return t>=57344&&t<=63743},\"CJK Compatibility Ideographs\":function(t){return t>=63744&&t<=64255},\"Arabic Presentation Forms-A\":function(t){return t>=64336&&t<=65023},\"Vertical Forms\":function(t){return t>=65040&&t<=65055},\"CJK Compatibility Forms\":function(t){return t>=65072&&t<=65103},\"Small Form Variants\":function(t){return t>=65104&&t<=65135},\"Arabic Presentation Forms-B\":function(t){return t>=65136&&t<=65279},\"Halfwidth and Fullwidth Forms\":function(t){return t>=65280&&t<=65519}};function qn(t){for(var e=0,r=t;e<r.length;e+=1)if(Hn(r[e].charCodeAt(0)))return!0;return!1}function Hn(t){return!(746!==t&&747!==t&&(t<4352||!(Vn[\"Bopomofo Extended\"](t)||Vn.Bopomofo(t)||Vn[\"CJK Compatibility Forms\"](t)&&!(t>=65097&&t<=65103)||Vn[\"CJK Compatibility Ideographs\"](t)||Vn[\"CJK Compatibility\"](t)||Vn[\"CJK Radicals Supplement\"](t)||Vn[\"CJK Strokes\"](t)||!(!Vn[\"CJK Symbols and Punctuation\"](t)||t>=12296&&t<=12305||t>=12308&&t<=12319||12336===t)||Vn[\"CJK Unified Ideographs Extension A\"](t)||Vn[\"CJK Unified Ideographs\"](t)||Vn[\"Enclosed CJK Letters and Months\"](t)||Vn[\"Hangul Compatibility Jamo\"](t)||Vn[\"Hangul Jamo Extended-A\"](t)||Vn[\"Hangul Jamo Extended-B\"](t)||Vn[\"Hangul Jamo\"](t)||Vn[\"Hangul Syllables\"](t)||Vn.Hiragana(t)||Vn[\"Ideographic Description Characters\"](t)||Vn.Kanbun(t)||Vn[\"Kangxi Radicals\"](t)||Vn[\"Katakana Phonetic Extensions\"](t)||Vn.Katakana(t)&&12540!==t||!(!Vn[\"Halfwidth and Fullwidth Forms\"](t)||65288===t||65289===t||65293===t||t>=65306&&t<=65310||65339===t||65341===t||65343===t||t>=65371&&t<=65503||65507===t||t>=65512&&t<=65519)||!(!Vn[\"Small Form Variants\"](t)||t>=65112&&t<=65118||t>=65123&&t<=65126)||Vn[\"Unified Canadian Aboriginal Syllabics\"](t)||Vn[\"Unified Canadian Aboriginal Syllabics Extended\"](t)||Vn[\"Vertical Forms\"](t)||Vn[\"Yijing Hexagram Symbols\"](t)||Vn[\"Yi Syllables\"](t)||Vn[\"Yi Radicals\"](t))))}function Gn(t){return!(Hn(t)||function(t){return!!(Vn[\"Latin-1 Supplement\"](t)&&(167===t||169===t||174===t||177===t||188===t||189===t||190===t||215===t||247===t)||Vn[\"General Punctuation\"](t)&&(8214===t||8224===t||8225===t||8240===t||8241===t||8251===t||8252===t||8258===t||8263===t||8264===t||8265===t||8273===t)||Vn[\"Letterlike Symbols\"](t)||Vn[\"Number Forms\"](t)||Vn[\"Miscellaneous Technical\"](t)&&(t>=8960&&t<=8967||t>=8972&&t<=8991||t>=8996&&t<=9e3||9003===t||t>=9085&&t<=9114||t>=9150&&t<=9165||9167===t||t>=9169&&t<=9179||t>=9186&&t<=9215)||Vn[\"Control Pictures\"](t)&&9251!==t||Vn[\"Optical Character Recognition\"](t)||Vn[\"Enclosed Alphanumerics\"](t)||Vn[\"Geometric Shapes\"](t)||Vn[\"Miscellaneous Symbols\"](t)&&!(t>=9754&&t<=9759)||Vn[\"Miscellaneous Symbols and Arrows\"](t)&&(t>=11026&&t<=11055||t>=11088&&t<=11097||t>=11192&&t<=11243)||Vn[\"CJK Symbols and Punctuation\"](t)||Vn.Katakana(t)||Vn[\"Private Use Area\"](t)||Vn[\"CJK Compatibility Forms\"](t)||Vn[\"Small Form Variants\"](t)||Vn[\"Halfwidth and Fullwidth Forms\"](t)||8734===t||8756===t||8757===t||t>=9984&&t<=10087||t>=10102&&t<=10131||65532===t||65533===t)}(t))}function Yn(t){return t>=1424&&t<=2303||Vn[\"Arabic Presentation Forms-A\"](t)||Vn[\"Arabic Presentation Forms-B\"](t)}function Wn(t,e){return!(!e&&Yn(t)||t>=2304&&t<=3583||t>=3840&&t<=4255||Vn.Khmer(t))}function Xn(t){for(var e=0,r=t;e<r.length;e+=1)if(Yn(r[e].charCodeAt(0)))return!0;return!1}var Zn=null,Jn=\"unavailable\",Kn=null,Qn=function(t){t&&\"string\"==typeof t&&t.indexOf(\"NetworkError\")>-1&&(Jn=\"error\"),Zn&&Zn(t)};function $n(){ti.fire(new Tt(\"pluginStateChange\",{pluginStatus:Jn,pluginURL:Kn}))}var ti=new Mt,ei=function(){return Jn},ri=function(){if(\"deferred\"!==Jn||!Kn)throw new Error(\"rtl-text-plugin cannot be downloaded unless a pluginURL is specified\");Jn=\"loading\",$n(),Kn&&yt({url:Kn},(function(t){t?Qn(t):(Jn=\"loaded\",$n())}))},ni={applyArabicShaping:null,processBidirectionalText:null,processStyledBidirectionalText:null,isLoaded:function(){return\"loaded\"===Jn||null!=ni.applyArabicShaping},isLoading:function(){return\"loading\"===Jn},setState:function(t){Jn=t.pluginStatus,Kn=t.pluginURL},isParsed:function(){return null!=ni.applyArabicShaping&&null!=ni.processBidirectionalText&&null!=ni.processStyledBidirectionalText},getPluginURL:function(){return Kn}},ii=function(t,e){this.zoom=t,e?(this.now=e.now,this.fadeDuration=e.fadeDuration,this.zoomHistory=e.zoomHistory,this.transition=e.transition):(this.now=0,this.fadeDuration=0,this.zoomHistory=new Un,this.transition={})};ii.prototype.isSupportedScript=function(t){return function(t,e){for(var r=0,n=t;r<n.length;r+=1)if(!Wn(n[r].charCodeAt(0),e))return!1;return!0}(t,ni.isLoaded())},ii.prototype.crossFadingFactor=function(){return 0===this.fadeDuration?1:Math.min((this.now-this.zoomHistory.lastIntegerZoomTime)/this.fadeDuration,1)},ii.prototype.getCrossfadeParameters=function(){var t=this.zoom,e=t-Math.floor(t),r=this.crossFadingFactor();return t>this.zoomHistory.lastIntegerZoom?{fromScale:2,toScale:1,t:e+(1-e)*r}:{fromScale:.5,toScale:1,t:1-(1-r)*e}};var ai=function(t,e){this.property=t,this.value=e,this.expression=function(t,e){if(Or(t))return new Wr(t,e);if(Vr(t)){var r=Yr(t,e);if(\"error\"===r.result)throw new Error(r.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return r.value}var n=t;return\"string\"==typeof t&&\"color\"===e.type&&(n=Kt.parse(t)),{kind:\"constant\",evaluate:function(){return n}}}(void 0===e?t.specification.default:e,t.specification)};ai.prototype.isDataDriven=function(){return\"source\"===this.expression.kind||\"composite\"===this.expression.kind},ai.prototype.possiblyEvaluate=function(t,e,r){return this.property.possiblyEvaluate(this,t,e,r)};var oi=function(t){this.property=t,this.value=new ai(t,void 0)};oi.prototype.transitioned=function(t,e){return new li(this.property,this.value,e,u({},t.transition,this.transition),t.now)},oi.prototype.untransitioned=function(){return new li(this.property,this.value,null,{},0)};var si=function(t){this._properties=t,this._values=Object.create(t.defaultTransitionablePropertyValues)};si.prototype.getValue=function(t){return x(this._values[t].value.value)},si.prototype.setValue=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new oi(this._values[t].property)),this._values[t].value=new ai(this._values[t].property,null===e?void 0:x(e))},si.prototype.getTransition=function(t){return x(this._values[t].transition)},si.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new oi(this._values[t].property)),this._values[t].transition=x(e)||void 0},si.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i);var a=this.getTransition(n);void 0!==a&&(t[n+\"-transition\"]=a)}return t},si.prototype.transitioned=function(t,e){for(var r=new ci(this._properties),n=0,i=Object.keys(this._values);n<i.length;n+=1){var a=i[n];r._values[a]=this._values[a].transitioned(t,e._values[a])}return r},si.prototype.untransitioned=function(){for(var t=new ci(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var li=function(t,e,r,n,i){this.property=t,this.value=e,this.begin=i+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};li.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,i=this.value.possiblyEvaluate(t,e,r),a=this.prior;if(a){if(n>this.end)return this.prior=null,i;if(this.value.isDataDriven())return this.prior=null,i;if(n<this.begin)return a.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(a.possiblyEvaluate(t,e,r),i,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return i};var ci=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};ci.prototype.possiblyEvaluate=function(t,e,r){for(var n=new hi(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},ci.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1)if(this._values[e[t]].prior)return!0;return!1};var ui=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};ui.prototype.getValue=function(t){return x(this._values[t].value)},ui.prototype.setValue=function(t,e){this._values[t]=new ai(this._values[t].property,null===e?void 0:x(e))},ui.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i)}return t},ui.prototype.possiblyEvaluate=function(t,e,r){for(var n=new hi(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var fi=function(t,e,r){this.property=t,this.value=e,this.parameters=r};fi.prototype.isConstant=function(){return\"constant\"===this.value.kind},fi.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},fi.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var hi=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};hi.prototype.get=function(t){return this._values[t]};var pi=function(t){this.specification=t};pi.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},pi.prototype.interpolate=function(t,e,r){var n=Ve[this.specification.type];return n?n(t,e,r):t};var di=function(t,e){this.specification=t,this.overrides=e};di.prototype.possiblyEvaluate=function(t,e,r,n){return new fi(this,\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)}:t.expression,e)},di.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new fi(this,{kind:\"constant\",value:void 0},t.parameters);var n=Ve[this.specification.type];return n?new fi(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},di.prototype.evaluate=function(t,e,r,n,i,a){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,i,a)};var gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new fi(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n),a=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new fi(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new fi(this,{kind:\"constant\",value:s},e)}return new fi(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,i,a){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(di),mi=function(t){this.specification=t};mi.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n);return this._calculate(i,i,i,e)}return this._calculate(t.expression.evaluate(new ii(Math.floor(e.zoom-1),e)),t.expression.evaluate(new ii(Math.floor(e.zoom),e)),t.expression.evaluate(new ii(Math.floor(e.zoom+1),e)),e)}},mi.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},mi.prototype.interpolate=function(t){return t};var vi=function(t){this.specification=t};vi.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},vi.prototype.interpolate=function(){return!1};var yi=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new ai(r,void 0),i=this.defaultTransitionablePropertyValues[e]=new oi(r);this.defaultTransitioningPropertyValues[e]=i.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};Dn(\"DataDrivenProperty\",di),Dn(\"DataConstantProperty\",pi),Dn(\"CrossFadedDataDrivenProperty\",gi),Dn(\"CrossFadedProperty\",mi),Dn(\"ColorRampProperty\",vi);var xi=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(this.metadata=(e=e).metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new ui(r.layout)),r.paint)){for(var n in this._transitionablePaint=new si(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var i in e.layout)this.setLayoutProperty(i,e.layout[i],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new hi(r.paint)}}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){void 0===r&&(r={}),null!=e&&this._validate(En,\"layers.\"+this.id+\".layout.\"+t,t,e,r)||(\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e)},e.prototype.getPaintProperty=function(t){return m(t,\"-transition\")?this._transitionablePaint.getTransition(t.slice(0,-\"-transition\".length)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e&&this._validate(Sn,\"layers.\"+this.id+\".paint.\"+t,t,e,r))return!1;if(m(t,\"-transition\"))return this._transitionablePaint.setTransition(t.slice(0,-\"-transition\".length),e||void 0),!1;var n=this._transitionablePaint._values[t],i=\"cross-faded-data-driven\"===n.property.specification[\"property-type\"],a=n.value.isDataDriven(),o=n.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var s=this._transitionablePaint._values[t].value;return s.isDataDriven()||a||i||this._handleOverridablePaintPropertyUpdate(t,o,s)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),y(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&Cn(this,t.call(Mn,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:At,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof fi&&Lr(e.property.specification)&&(\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent)return!0}return!1},e}(Mt),bi={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},_i=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},wi=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ti(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var i=bi[t.type].BYTES_PER_ELEMENT,a=r=ki(r,Math.max(e,i)),o=t.components||1;return n=Math.max(n,i),r+=i*o,{name:t.name,type:t.type,components:o,offset:a}})),size:ki(r,Math.max(n,e)),alignment:e}}function ki(t,e){return Math.ceil(t/e)*e}wi.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},wi.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},wi.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},wi.prototype.clear=function(){this.length=0},wi.prototype.resize=function(t){this.reserve(t),this.length=t},wi.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},wi.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var Mi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(wi);Mi.prototype.bytesPerElement=4,Dn(\"StructArrayLayout2i4\",Mi);var Ai=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.int16[a+0]=e,this.int16[a+1]=r,this.int16[a+2]=n,this.int16[a+3]=i,t},e}(wi);Ai.prototype.bytesPerElement=8,Dn(\"StructArrayLayout4i8\",Ai);var Si=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(wi);Si.prototype.bytesPerElement=12,Dn(\"StructArrayLayout2i4i12\",Si);var Ei=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t},e}(wi);Ei.prototype.bytesPerElement=8,Dn(\"StructArrayLayout2i4ub8\",Ei);var Ci=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c){var u=this.length;return this.resize(u+1),this.emplace(u,t,e,r,n,i,a,o,s,l,c)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u){var f=9*t,h=18*t;return this.uint16[f+0]=e,this.uint16[f+1]=r,this.uint16[f+2]=n,this.uint16[f+3]=i,this.uint16[f+4]=a,this.uint16[f+5]=o,this.uint16[f+6]=s,this.uint16[f+7]=l,this.uint8[h+16]=c,this.uint8[h+17]=u,t},e}(wi);Ci.prototype.bytesPerElement=18,Dn(\"StructArrayLayout8ui2ub18\",Ci);var Li=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f){var h=this.length;return this.resize(h+1),this.emplace(h,t,e,r,n,i,a,o,s,l,c,u,f)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=i,this.uint16[p+4]=a,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=c,this.int16[p+9]=u,this.int16[p+10]=f,this.int16[p+11]=h,t},e}(wi);Li.prototype.bytesPerElement=24,Dn(\"StructArrayLayout4i4ui4i24\",Li);var Ii=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,t},e}(wi);Ii.prototype.bytesPerElement=12,Dn(\"StructArrayLayout3f12\",Ii);var Pi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){return this.uint32[1*t+0]=e,t},e}(wi);Pi.prototype.bytesPerElement=4,Dn(\"StructArrayLayout1ul4\",Pi);var zi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l){var c=this.length;return this.resize(c+1),this.emplace(c,t,e,r,n,i,a,o,s,l)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c){var u=10*t,f=5*t;return this.int16[u+0]=e,this.int16[u+1]=r,this.int16[u+2]=n,this.int16[u+3]=i,this.int16[u+4]=a,this.int16[u+5]=o,this.uint32[f+3]=s,this.uint16[u+8]=l,this.uint16[u+9]=c,t},e}(wi);zi.prototype.bytesPerElement=20,Dn(\"StructArrayLayout6i1ul2ui20\",zi);var Oi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(wi);Oi.prototype.bytesPerElement=12,Dn(\"StructArrayLayout2i2i2i12\",Oi);var Di=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n,i)},e.prototype.emplace=function(t,e,r,n,i,a){var o=4*t,s=8*t;return this.float32[o+0]=e,this.float32[o+1]=r,this.float32[o+2]=n,this.int16[s+6]=i,this.int16[s+7]=a,t},e}(wi);Di.prototype.bytesPerElement=16,Dn(\"StructArrayLayout2f1f2i16\",Di);var Ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=12*t,o=3*t;return this.uint8[a+0]=e,this.uint8[a+1]=r,this.float32[o+1]=n,this.float32[o+2]=i,t},e}(wi);Ri.prototype.bytesPerElement=12,Dn(\"StructArrayLayout2ub2f12\",Ri);var Fi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.uint16[i+0]=e,this.uint16[i+1]=r,this.uint16[i+2]=n,t},e}(wi);Fi.prototype.bytesPerElement=6,Dn(\"StructArrayLayout3ui6\",Fi);var Bi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m){var v=this.length;return this.resize(v+1),this.emplace(v,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v){var y=24*t,x=12*t,b=48*t;return this.int16[y+0]=e,this.int16[y+1]=r,this.uint16[y+2]=n,this.uint16[y+3]=i,this.uint32[x+2]=a,this.uint32[x+3]=o,this.uint32[x+4]=s,this.uint16[y+10]=l,this.uint16[y+11]=c,this.uint16[y+12]=u,this.float32[x+7]=f,this.float32[x+8]=h,this.uint8[b+36]=p,this.uint8[b+37]=d,this.uint8[b+38]=g,this.uint32[x+10]=m,this.int16[y+22]=v,t},e}(wi);Bi.prototype.bytesPerElement=48,Dn(\"StructArrayLayout2i2ui3ul3ui2f3ub1ul1i48\",Bi);var Ni=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S){var E=this.length;return this.resize(E+1),this.emplace(E,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S,E){var C=34*t,L=17*t;return this.int16[C+0]=e,this.int16[C+1]=r,this.int16[C+2]=n,this.int16[C+3]=i,this.int16[C+4]=a,this.int16[C+5]=o,this.int16[C+6]=s,this.int16[C+7]=l,this.uint16[C+8]=c,this.uint16[C+9]=u,this.uint16[C+10]=f,this.uint16[C+11]=h,this.uint16[C+12]=p,this.uint16[C+13]=d,this.uint16[C+14]=g,this.uint16[C+15]=m,this.uint16[C+16]=v,this.uint16[C+17]=y,this.uint16[C+18]=x,this.uint16[C+19]=b,this.uint16[C+20]=_,this.uint16[C+21]=w,this.uint16[C+22]=T,this.uint32[L+12]=k,this.float32[L+13]=M,this.float32[L+14]=A,this.float32[L+15]=S,this.float32[L+16]=E,t},e}(wi);Ni.prototype.bytesPerElement=68,Dn(\"StructArrayLayout8i15ui1ul4f68\",Ni);var ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){return this.float32[1*t+0]=e,t},e}(wi);ji.prototype.bytesPerElement=4,Dn(\"StructArrayLayout1f4\",ji);var Ui=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.int16[i+0]=e,this.int16[i+1]=r,this.int16[i+2]=n,t},e}(wi);Ui.prototype.bytesPerElement=6,Dn(\"StructArrayLayout3i6\",Ui);var Vi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=4*t;return this.uint32[2*t+0]=e,this.uint16[i+2]=r,this.uint16[i+3]=n,t},e}(wi);Vi.prototype.bytesPerElement=8,Dn(\"StructArrayLayout1ul2ui8\",Vi);var qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.uint16[n+0]=e,this.uint16[n+1]=r,t},e}(wi);qi.prototype.bytesPerElement=4,Dn(\"StructArrayLayout2ui4\",qi);var Hi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){return this.uint16[1*t+0]=e,t},e}(wi);Hi.prototype.bytesPerElement=2,Dn(\"StructArrayLayout1ui2\",Hi);var Gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.float32[n+0]=e,this.float32[n+1]=r,t},e}(wi);Gi.prototype.bytesPerElement=8,Dn(\"StructArrayLayout2f8\",Gi);var Yi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,this.float32[a+3]=i,t},e}(wi);Yi.prototype.bytesPerElement=16,Dn(\"StructArrayLayout4f16\",Yi);var Wi=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e;var r={anchorPointX:{configurable:!0},anchorPointY:{configurable:!0},x1:{configurable:!0},y1:{configurable:!0},x2:{configurable:!0},y2:{configurable:!0},featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0},anchorPoint:{configurable:!0}};return r.anchorPointX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorPointY.get=function(){return this._structArray.int16[this._pos2+1]},r.x1.get=function(){return this._structArray.int16[this._pos2+2]},r.y1.get=function(){return this._structArray.int16[this._pos2+3]},r.x2.get=function(){return this._structArray.int16[this._pos2+4]},r.y2.get=function(){return this._structArray.int16[this._pos2+5]},r.featureIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.sourceLayerIndex.get=function(){return this._structArray.uint16[this._pos2+8]},r.bucketIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.anchorPoint.get=function(){return new i(this.anchorPointX,this.anchorPointY)},Object.defineProperties(e.prototype,r),e}(_i);Wi.prototype.size=20;var Xi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.get=function(t){return new Wi(this,t)},e}(zi);Dn(\"CollisionBoxArray\",Xi);var Zi=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},glyphStartIndex:{configurable:!0},numGlyphs:{configurable:!0},vertexStartIndex:{configurable:!0},lineStartIndex:{configurable:!0},lineLength:{configurable:!0},segment:{configurable:!0},lowerSize:{configurable:!0},upperSize:{configurable:!0},lineOffsetX:{configurable:!0},lineOffsetY:{configurable:!0},writingMode:{configurable:!0},placedOrientation:{configurable:!0},hidden:{configurable:!0},crossTileID:{configurable:!0},associatedIconIndex:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.glyphStartIndex.get=function(){return this._structArray.uint16[this._pos2+2]},r.numGlyphs.get=function(){return this._structArray.uint16[this._pos2+3]},r.vertexStartIndex.get=function(){return this._structArray.uint32[this._pos4+2]},r.lineStartIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.lineLength.get=function(){return this._structArray.uint32[this._pos4+4]},r.segment.get=function(){return this._structArray.uint16[this._pos2+10]},r.lowerSize.get=function(){return this._structArray.uint16[this._pos2+11]},r.upperSize.get=function(){return this._structArray.uint16[this._pos2+12]},r.lineOffsetX.get=function(){return this._structArray.float32[this._pos4+7]},r.lineOffsetY.get=function(){return this._structArray.float32[this._pos4+8]},r.writingMode.get=function(){return this._structArray.uint8[this._pos1+36]},r.placedOrientation.get=function(){return this._structArray.uint8[this._pos1+37]},r.placedOrientation.set=function(t){this._structArray.uint8[this._pos1+37]=t},r.hidden.get=function(){return this._structArray.uint8[this._pos1+38]},r.hidden.set=function(t){this._structArray.uint8[this._pos1+38]=t},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+10]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+10]=t},r.associatedIconIndex.get=function(){return this._structArray.int16[this._pos2+22]},Object.defineProperties(e.prototype,r),e}(_i);Zi.prototype.size=48;var Ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.get=function(t){return new Zi(this,t)},e}(Bi);Dn(\"PlacedSymbolArray\",Ji);var Ki=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},rightJustifiedTextSymbolIndex:{configurable:!0},centerJustifiedTextSymbolIndex:{configurable:!0},leftJustifiedTextSymbolIndex:{configurable:!0},verticalPlacedTextSymbolIndex:{configurable:!0},placedIconSymbolIndex:{configurable:!0},verticalPlacedIconSymbolIndex:{configurable:!0},key:{configurable:!0},textBoxStartIndex:{configurable:!0},textBoxEndIndex:{configurable:!0},verticalTextBoxStartIndex:{configurable:!0},verticalTextBoxEndIndex:{configurable:!0},iconBoxStartIndex:{configurable:!0},iconBoxEndIndex:{configurable:!0},verticalIconBoxStartIndex:{configurable:!0},verticalIconBoxEndIndex:{configurable:!0},featureIndex:{configurable:!0},numHorizontalGlyphVertices:{configurable:!0},numVerticalGlyphVertices:{configurable:!0},numIconVertices:{configurable:!0},numVerticalIconVertices:{configurable:!0},useRuntimeCollisionCircles:{configurable:!0},crossTileID:{configurable:!0},textBoxScale:{configurable:!0},textOffset0:{configurable:!0},textOffset1:{configurable:!0},collisionCircleDiameter:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.rightJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+2]},r.centerJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+3]},r.leftJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+4]},r.verticalPlacedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+5]},r.placedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+6]},r.verticalPlacedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+7]},r.key.get=function(){return this._structArray.uint16[this._pos2+8]},r.textBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.textBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+10]},r.verticalTextBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+11]},r.verticalTextBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+12]},r.iconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+13]},r.iconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+14]},r.verticalIconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+15]},r.verticalIconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+16]},r.featureIndex.get=function(){return this._structArray.uint16[this._pos2+17]},r.numHorizontalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+18]},r.numVerticalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+19]},r.numIconVertices.get=function(){return this._structArray.uint16[this._pos2+20]},r.numVerticalIconVertices.get=function(){return this._structArray.uint16[this._pos2+21]},r.useRuntimeCollisionCircles.get=function(){return this._structArray.uint16[this._pos2+22]},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+12]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+12]=t},r.textBoxScale.get=function(){return this._structArray.float32[this._pos4+13]},r.textOffset0.get=function(){return this._structArray.float32[this._pos4+14]},r.textOffset1.get=function(){return this._structArray.float32[this._pos4+15]},r.collisionCircleDiameter.get=function(){return this._structArray.float32[this._pos4+16]},Object.defineProperties(e.prototype,r),e}(_i);Ki.prototype.size=68;var Qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.get=function(t){return new Ki(this,t)},e}(Ni);Dn(\"SymbolInstanceArray\",Qi);var $i=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getoffsetX=function(t){return this.float32[1*t+0]},e}(ji);Dn(\"GlyphOffsetArray\",$i);var ta=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getx=function(t){return this.int16[3*t+0]},e.prototype.gety=function(t){return this.int16[3*t+1]},e.prototype.gettileUnitDistanceFromAnchor=function(t){return this.int16[3*t+2]},e}(Ui);Dn(\"SymbolLineVertexArray\",ta);var ea=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e;var r={featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0}};return r.featureIndex.get=function(){return this._structArray.uint32[this._pos4+0]},r.sourceLayerIndex.get=function(){return this._structArray.uint16[this._pos2+2]},r.bucketIndex.get=function(){return this._structArray.uint16[this._pos2+3]},Object.defineProperties(e.prototype,r),e}(_i);ea.prototype.size=8;var ra=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.get=function(t){return new ea(this,t)},e}(Vi);Dn(\"FeatureIndexArray\",ra);var na=Ti([{name:\"a_pos\",components:2,type:\"Int16\"}],4).members,ia=function(t){void 0===t&&(t=[]),this.segments=t};function aa(t,e){return 256*(t=l(Math.floor(t),0,255))+l(Math.floor(e),0,255)}ia.prototype.prepareSegment=function(t,e,r,n){var i=this.segments[this.segments.length-1];return t>ia.MAX_VERTEX_ARRAY_LENGTH&&_(\"Max vertices per segment is \"+ia.MAX_VERTEX_ARRAY_LENGTH+\": bucket requested \"+t),(!i||i.vertexLength+t>ia.MAX_VERTEX_ARRAY_LENGTH||i.sortKey!==n)&&(i={vertexOffset:e.length,primitiveOffset:r.length,vertexLength:0,primitiveLength:0},void 0!==n&&(i.sortKey=n),this.segments.push(i)),i},ia.prototype.get=function(){return this.segments},ia.prototype.destroy=function(){for(var t=0,e=this.segments;t<e.length;t+=1){var r=e[t];for(var n in r.vaos)r.vaos[n].destroy()}},ia.simpleSegment=function(t,e,r,n){return new ia([{vertexOffset:t,primitiveOffset:e,vertexLength:r,primitiveLength:n,vaos:{},sortKey:0}])},ia.MAX_VERTEX_ARRAY_LENGTH=Math.pow(2,16)-1,Dn(\"SegmentVector\",ia);var oa=Ti([{name:\"a_pattern_from\",components:4,type:\"Uint16\"},{name:\"a_pattern_to\",components:4,type:\"Uint16\"},{name:\"a_pixel_ratio_from\",components:1,type:\"Uint8\"},{name:\"a_pixel_ratio_to\",components:1,type:\"Uint8\"}]),sa=e((function(t){t.exports=function(t,e){var r,n,i,a,o,s,l,c;for(n=t.length-(r=3&t.length),i=e,o=3432918353,s=461845907,c=0;c<n;)l=255&t.charCodeAt(c)|(255&t.charCodeAt(++c))<<8|(255&t.charCodeAt(++c))<<16|(255&t.charCodeAt(++c))<<24,++c,i=27492+(65535&(a=5*(65535&(i=(i^=l=(65535&(l=(l=(65535&l)*o+(((l>>>16)*o&65535)<<16)&4294967295)<<15|l>>>17))*s+(((l>>>16)*s&65535)<<16)&4294967295)<<13|i>>>19))+((5*(i>>>16)&65535)<<16)&4294967295))+((58964+(a>>>16)&65535)<<16);switch(l=0,r){case 3:l^=(255&t.charCodeAt(c+2))<<16;case 2:l^=(255&t.charCodeAt(c+1))<<8;case 1:i^=l=(65535&(l=(l=(65535&(l^=255&t.charCodeAt(c)))*o+(((l>>>16)*o&65535)<<16)&4294967295)<<15|l>>>17))*s+(((l>>>16)*s&65535)<<16)&4294967295}return i^=t.length,i=2246822507*(65535&(i^=i>>>16))+((2246822507*(i>>>16)&65535)<<16)&4294967295,i=3266489909*(65535&(i^=i>>>13))+((3266489909*(i>>>16)&65535)<<16)&4294967295,(i^=i>>>16)>>>0}})),la=e((function(t){t.exports=function(t,e){for(var r,n=t.length,i=e^n,a=0;n>=4;)r=1540483477*(65535&(r=255&t.charCodeAt(a)|(255&t.charCodeAt(++a))<<8|(255&t.charCodeAt(++a))<<16|(255&t.charCodeAt(++a))<<24))+((1540483477*(r>>>16)&65535)<<16),i=1540483477*(65535&i)+((1540483477*(i>>>16)&65535)<<16)^(r=1540483477*(65535&(r^=r>>>24))+((1540483477*(r>>>16)&65535)<<16)),n-=4,++a;switch(n){case 3:i^=(255&t.charCodeAt(a+2))<<16;case 2:i^=(255&t.charCodeAt(a+1))<<8;case 1:i=1540483477*(65535&(i^=255&t.charCodeAt(a)))+((1540483477*(i>>>16)&65535)<<16)}return i=1540483477*(65535&(i^=i>>>13))+((1540483477*(i>>>16)&65535)<<16),(i^=i>>>15)>>>0}})),ca=sa,ua=la;ca.murmur3=sa,ca.murmur2=ua;var fa=function(){this.ids=[],this.positions=[],this.indexed=!1};fa.prototype.add=function(t,e,r,n){this.ids.push(pa(t)),this.positions.push(e,r,n)},fa.prototype.getPositions=function(t){for(var e=pa(t),r=0,n=this.ids.length-1;r<n;){var i=r+n>>1;this.ids[i]>=e?n=i:r=i+1}for(var a=[];this.ids[r]===e;)a.push({index:this.positions[3*r],start:this.positions[3*r+1],end:this.positions[3*r+2]}),r++;return a},fa.serialize=function(t,e){var r=new Float64Array(t.ids),n=new Uint32Array(t.positions);return function t(e,r,n,i){for(;n<i;){for(var a=e[n+i>>1],o=n-1,s=i+1;;){do{o++}while(e[o]<a);do{s--}while(e[s]>a);if(o>=s)break;da(e,o,s),da(r,3*o,3*s),da(r,3*o+1,3*s+1),da(r,3*o+2,3*s+2)}s-n<i-s?(t(e,r,n,s),n=s+1):(t(e,r,s+1,i),i=s)}}(r,n,0,r.length-1),e&&e.push(r.buffer,n.buffer),{ids:r,positions:n}},fa.deserialize=function(t){var e=new fa;return e.ids=t.ids,e.positions=t.positions,e.indexed=!0,e};var ha=Math.pow(2,53)-1;function pa(t){var e=+t;return!isNaN(e)&&e<=ha?e:ca(String(t))}function da(t,e,r){var n=t[e];t[e]=t[r],t[r]=n}Dn(\"FeaturePositionMap\",fa);var ga=function(t,e){this.gl=t.gl,this.location=e},ma=function(t){function e(e,r){t.call(this,e,r),this.current=0}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1i(this.location,t))},e}(ga),va=function(t){function e(e,r){t.call(this,e,r),this.current=0}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1f(this.location,t))},e}(ga),ya=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0]}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]||(this.current=t,this.gl.uniform2f(this.location,t[0],t[1]))},e}(ga),xa=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0,0]}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]&&t[2]===this.current[2]||(this.current=t,this.gl.uniform3f(this.location,t[0],t[1],t[2]))},e}(ga),ba=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0,0,0]}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]&&t[2]===this.current[2]&&t[3]===this.current[3]||(this.current=t,this.gl.uniform4f(this.location,t[0],t[1],t[2],t[3]))},e}(ga),_a=function(t){function e(e,r){t.call(this,e,r),this.current=Kt.transparent}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){t.r===this.current.r&&t.g===this.current.g&&t.b===this.current.b&&t.a===this.current.a||(this.current=t,this.gl.uniform4f(this.location,t.r,t.g,t.b,t.a))},e}(ga),wa=new Float32Array(16),Ta=function(t){function e(e,r){t.call(this,e,r),this.current=wa}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){if(t[12]!==this.current[12]||t[0]!==this.current[0])return this.current=t,void this.gl.uniformMatrix4fv(this.location,!1,t);for(var e=1;e<16;e++)if(t[e]!==this.current[e]){this.current=t,this.gl.uniformMatrix4fv(this.location,!1,t);break}},e}(ga);function ka(t){return[aa(255*t.r,255*t.g),aa(255*t.b,255*t.a)]}var Ma=function(t,e,r){this.value=t,this.uniformNames=e.map((function(t){return\"u_\"+t})),this.type=r};Ma.prototype.setUniform=function(t,e,r){t.set(r.constantOr(this.value))},Ma.prototype.getBinding=function(t,e,r){return\"color\"===this.type?new _a(t,e):new va(t,e)};var Aa=function(t,e){this.uniformNames=e.map((function(t){return\"u_\"+t})),this.patternFrom=null,this.patternTo=null,this.pixelRatioFrom=1,this.pixelRatioTo=1};Aa.prototype.setConstantPatternPositions=function(t,e){this.pixelRatioFrom=e.pixelRatio,this.pixelRatioTo=t.pixelRatio,this.patternFrom=e.tlbr,this.patternTo=t.tlbr},Aa.prototype.setUniform=function(t,e,r,n){var i=\"u_pattern_to\"===n?this.patternTo:\"u_pattern_from\"===n?this.patternFrom:\"u_pixel_ratio_to\"===n?this.pixelRatioTo:\"u_pixel_ratio_from\"===n?this.pixelRatioFrom:null;i&&t.set(i)},Aa.prototype.getBinding=function(t,e,r){return\"u_pattern\"===r.substr(0,9)?new ba(t,e):new va(t,e)};var Sa=function(t,e,r,n){this.expression=t,this.type=r,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?2:1,offset:0}})),this.paintVertexArray=new n};Sa.prototype.populatePaintArray=function(t,e,r,n,i){var a=this.paintVertexArray.length,o=this.expression.evaluate(new ii(0),e,{},n,[],i);this.paintVertexArray.resize(t),this._setPaintValue(a,t,o)},Sa.prototype.updatePaintArray=function(t,e,r,n){var i=this.expression.evaluate({zoom:0},r,n);this._setPaintValue(t,e,i)},Sa.prototype._setPaintValue=function(t,e,r){if(\"color\"===this.type)for(var n=ka(r),i=t;i<e;i++)this.paintVertexArray.emplace(i,n[0],n[1]);else{for(var a=t;a<e;a++)this.paintVertexArray.emplace(a,r);this.maxValue=Math.max(this.maxValue,Math.abs(r))}},Sa.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},Sa.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()};var Ea=function(t,e,r,n,i,a){this.expression=t,this.uniformNames=e.map((function(t){return\"u_\"+t+\"_t\"})),this.type=r,this.useIntegerZoom=n,this.zoom=i,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?4:2,offset:0}})),this.paintVertexArray=new a};Ea.prototype.populatePaintArray=function(t,e,r,n,i){var a=this.expression.evaluate(new ii(this.zoom),e,{},n,[],i),o=this.expression.evaluate(new ii(this.zoom+1),e,{},n,[],i),s=this.paintVertexArray.length;this.paintVertexArray.resize(t),this._setPaintValue(s,t,a,o)},Ea.prototype.updatePaintArray=function(t,e,r,n){var i=this.expression.evaluate({zoom:this.zoom},r,n),a=this.expression.evaluate({zoom:this.zoom+1},r,n);this._setPaintValue(t,e,i,a)},Ea.prototype._setPaintValue=function(t,e,r,n){if(\"color\"===this.type)for(var i=ka(r),a=ka(n),o=t;o<e;o++)this.paintVertexArray.emplace(o,i[0],i[1],a[0],a[1]);else{for(var s=t;s<e;s++)this.paintVertexArray.emplace(s,r,n);this.maxValue=Math.max(this.maxValue,Math.abs(r),Math.abs(n))}},Ea.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},Ea.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()},Ea.prototype.setUniform=function(t,e){var r=this.useIntegerZoom?Math.floor(e.zoom):e.zoom,n=l(this.expression.interpolationFactor(r,this.zoom,this.zoom+1),0,1);t.set(n)},Ea.prototype.getBinding=function(t,e,r){return new va(t,e)};var Ca=function(t,e,r,n,i,a){this.expression=t,this.type=e,this.useIntegerZoom=r,this.zoom=n,this.layerId=a,this.zoomInPaintVertexArray=new i,this.zoomOutPaintVertexArray=new i};Ca.prototype.populatePaintArray=function(t,e,r){var n=this.zoomInPaintVertexArray.length;this.zoomInPaintVertexArray.resize(t),this.zoomOutPaintVertexArray.resize(t),this._setPaintValues(n,t,e.patterns&&e.patterns[this.layerId],r)},Ca.prototype.updatePaintArray=function(t,e,r,n,i){this._setPaintValues(t,e,r.patterns&&r.patterns[this.layerId],i)},Ca.prototype._setPaintValues=function(t,e,r,n){if(n&&r){var i=n[r.min],a=n[r.mid],o=n[r.max];if(i&&a&&o)for(var s=t;s<e;s++)this.zoomInPaintVertexArray.emplace(s,a.tl[0],a.tl[1],a.br[0],a.br[1],i.tl[0],i.tl[1],i.br[0],i.br[1],a.pixelRatio,i.pixelRatio),this.zoomOutPaintVertexArray.emplace(s,a.tl[0],a.tl[1],a.br[0],a.br[1],o.tl[0],o.tl[1],o.br[0],o.br[1],a.pixelRatio,o.pixelRatio)}},Ca.prototype.upload=function(t){this.zoomInPaintVertexArray&&this.zoomInPaintVertexArray.arrayBuffer&&this.zoomOutPaintVertexArray&&this.zoomOutPaintVertexArray.arrayBuffer&&(this.zoomInPaintVertexBuffer=t.createVertexBuffer(this.zoomInPaintVertexArray,oa.members,this.expression.isStateDependent),this.zoomOutPaintVertexBuffer=t.createVertexBuffer(this.zoomOutPaintVertexArray,oa.members,this.expression.isStateDependent))},Ca.prototype.destroy=function(){this.zoomOutPaintVertexBuffer&&this.zoomOutPaintVertexBuffer.destroy(),this.zoomInPaintVertexBuffer&&this.zoomInPaintVertexBuffer.destroy()};var La=function(t,e,r,n){this.binders={},this.layoutAttributes=n,this._buffers=[];var i=[];for(var a in t.paint._values)if(r(a)){var o=t.paint.get(a);if(o instanceof fi&&Lr(o.property.specification)){var s=Pa(a,t.type),l=o.value,c=o.property.specification.type,u=o.property.useIntegerZoom,f=o.property.specification[\"property-type\"],h=\"cross-faded\"===f||\"cross-faded-data-driven\"===f;if(\"constant\"===l.kind)this.binders[a]=h?new Aa(l.value,s):new Ma(l.value,s,c),i.push(\"/u_\"+a);else if(\"source\"===l.kind||h){var p=za(a,c,\"source\");this.binders[a]=h?new Ca(l,c,u,e,p,t.id):new Sa(l,s,c,p),i.push(\"/a_\"+a)}else{var d=za(a,c,\"composite\");this.binders[a]=new Ea(l,s,c,u,e,d),i.push(\"/z_\"+a)}}}this.cacheKey=i.sort().join(\"\")};La.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof Sa||e instanceof Ea?e.maxValue:0},La.prototype.populatePaintArrays=function(t,e,r,n,i){for(var a in this.binders){var o=this.binders[a];(o instanceof Sa||o instanceof Ea||o instanceof Ca)&&o.populatePaintArray(t,e,r,n,i)}},La.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders){var n=this.binders[r];n instanceof Aa&&n.setConstantPatternPositions(t,e)}},La.prototype.updatePaintArrays=function(t,e,r,n,i){var a=!1;for(var o in t)for(var s=0,l=e.getPositions(o);s<l.length;s+=1){var c=l[s],u=r.feature(c.index);for(var f in this.binders){var h=this.binders[f];if((h instanceof Sa||h instanceof Ea||h instanceof Ca)&&!0===h.expression.isStateDependent){var p=n.paint.get(f);h.expression=p.value,h.updatePaintArray(c.start,c.end,u,t[o],i),a=!0}}}return a},La.prototype.defines=function(){var t=[];for(var e in this.binders){var r=this.binders[e];(r instanceof Ma||r instanceof Aa)&&t.push.apply(t,r.uniformNames.map((function(t){return\"#define HAS_UNIFORM_\"+t})))}return t},La.prototype.getPaintVertexBuffers=function(){return this._buffers},La.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders){var i=this.binders[n];if(i instanceof Ma||i instanceof Aa||i instanceof Ea)for(var a=0,o=i.uniformNames;a<o.length;a+=1){var s=o[a];if(e[s]){var l=i.getBinding(t,e[s],s);r.push({name:s,property:n,binding:l})}}}return r},La.prototype.setUniforms=function(t,e,r,n){for(var i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.name,l=o.property;this.binders[l].setUniform(o.binding,n,r.get(l),s)}},La.prototype.updatePaintBuffers=function(t){for(var e in this._buffers=[],this.binders){var r=this.binders[e];if(t&&r instanceof Ca){var n=2===t.fromScale?r.zoomInPaintVertexBuffer:r.zoomOutPaintVertexBuffer;n&&this._buffers.push(n)}else(r instanceof Sa||r instanceof Ea)&&r.paintVertexBuffer&&this._buffers.push(r.paintVertexBuffer)}},La.prototype.upload=function(t){for(var e in this.binders){var r=this.binders[e];(r instanceof Sa||r instanceof Ea||r instanceof Ca)&&r.upload(t)}this.updatePaintBuffers()},La.prototype.destroy=function(){for(var t in this.binders){var e=this.binders[t];(e instanceof Sa||e instanceof Ea||e instanceof Ca)&&e.destroy()}};var Ia=function(t,e,r,n){void 0===n&&(n=function(){return!0}),this.programConfigurations={};for(var i=0,a=e;i<a.length;i+=1){var o=a[i];this.programConfigurations[o.id]=new La(o,r,n,t)}this.needsUpload=!1,this._featureMap=new fa,this._bufferOffset=0};function Pa(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function za(t,e,r){var n={color:{source:Gi,composite:Yi},number:{source:ji,composite:Gi}},i=function(t){return{\"line-pattern\":{source:Ci,composite:Ci},\"fill-pattern\":{source:Ci,composite:Ci},\"fill-extrusion-pattern\":{source:Ci,composite:Ci}}[t]}(t);return i&&i[r]||n[e][r]}Ia.prototype.populatePaintArrays=function(t,e,r,n,i,a){for(var o in this.programConfigurations)this.programConfigurations[o].populatePaintArrays(t,e,n,i,a);void 0!==e.id&&this._featureMap.add(e.id,r,this._bufferOffset,t),this._bufferOffset=t,this.needsUpload=!0},Ia.prototype.updatePaintArrays=function(t,e,r,n){for(var i=0,a=r;i<a.length;i+=1){var o=a[i];this.needsUpload=this.programConfigurations[o.id].updatePaintArrays(t,this._featureMap,e,o,n)||this.needsUpload}},Ia.prototype.get=function(t){return this.programConfigurations[t]},Ia.prototype.upload=function(t){if(this.needsUpload){for(var e in this.programConfigurations)this.programConfigurations[e].upload(t);this.needsUpload=!1}},Ia.prototype.destroy=function(){for(var t in this.programConfigurations)this.programConfigurations[t].destroy()},Dn(\"ConstantBinder\",Ma),Dn(\"CrossFadedConstantBinder\",Aa),Dn(\"SourceExpressionBinder\",Sa),Dn(\"CrossFadedCompositeBinder\",Ca),Dn(\"CompositeExpressionBinder\",Ea),Dn(\"ProgramConfiguration\",La,{omit:[\"_buffers\"]}),Dn(\"ProgramConfigurationSet\",Ia);var Oa={min:-1*Math.pow(2,14),max:Math.pow(2,14)-1};function Da(t){for(var e=8192/t.extent,r=t.loadGeometry(),n=0;n<r.length;n++)for(var i=r[n],a=0;a<i.length;a++){var o=i[a];o.x=Math.round(o.x*e),o.y=Math.round(o.y*e),(o.x<Oa.min||o.x>Oa.max||o.y<Oa.min||o.y>Oa.max)&&(_(\"Geometry exceeds allowed extent, reduce your vector tile buffer size\"),o.x=l(o.x,Oa.min,Oa.max),o.y=l(o.y,Oa.min,Oa.max))}return r}function Ra(t,e,r,n,i){t.emplaceBack(2*e+(n+1)/2,2*r+(i+1)/2)}var Fa=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Mi,this.indexArray=new Fi,this.segments=new ia,this.programConfigurations=new Ia(na,t.layers,t.zoom),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function Ba(t,e){for(var r=0;r<t.length;r++)if(Wa(e,t[r]))return!0;for(var n=0;n<e.length;n++)if(Wa(t,e[n]))return!0;return!!Va(t,e)}function Na(t,e,r){return!!Wa(t,e)||!!Ha(e,t,r)}function ja(t,e){if(1===t.length)return Ya(e,t[0]);for(var r=0;r<e.length;r++)for(var n=e[r],i=0;i<n.length;i++)if(Wa(t,n[i]))return!0;for(var a=0;a<t.length;a++)if(Ya(e,t[a]))return!0;for(var o=0;o<e.length;o++)if(Va(t,e[o]))return!0;return!1}function Ua(t,e,r){if(t.length>1){if(Va(t,e))return!0;for(var n=0;n<e.length;n++)if(Ha(e[n],t,r))return!0}for(var i=0;i<t.length;i++)if(Ha(t[i],e,r))return!0;return!1}function Va(t,e){if(0===t.length||0===e.length)return!1;for(var r=0;r<t.length-1;r++)for(var n=t[r],i=t[r+1],a=0;a<e.length-1;a++)if(qa(n,i,e[a],e[a+1]))return!0;return!1}function qa(t,e,r,n){return w(t,r,n)!==w(e,r,n)&&w(t,e,r)!==w(t,e,n)}function Ha(t,e,r){var n=r*r;if(1===e.length)return t.distSqr(e[0])<n;for(var i=1;i<e.length;i++)if(Ga(t,e[i-1],e[i])<n)return!0;return!1}function Ga(t,e,r){var n=e.distSqr(r);if(0===n)return t.distSqr(e);var i=((t.x-e.x)*(r.x-e.x)+(t.y-e.y)*(r.y-e.y))/n;return t.distSqr(i<0?e:i>1?r:r.sub(e)._mult(i)._add(e))}function Ya(t,e){for(var r,n,i,a=!1,o=0;o<t.length;o++)for(var s=0,l=(r=t[o]).length-1;s<r.length;l=s++)(n=r[s]).y>e.y!=(i=r[l]).y>e.y&&e.x<(i.x-n.x)*(e.y-n.y)/(i.y-n.y)+n.x&&(a=!a);return a}function Wa(t,e){for(var r=!1,n=0,i=t.length-1;n<t.length;i=n++){var a=t[n],o=t[i];a.y>e.y!=o.y>e.y&&e.x<(o.x-a.x)*(e.y-a.y)/(o.y-a.y)+a.x&&(r=!r)}return r}function Xa(t,e,r){var n=r[0],i=r[2];if(t.x<n.x&&e.x<n.x||t.x>i.x&&e.x>i.x||t.y<n.y&&e.y<n.y||t.y>i.y&&e.y>i.y)return!1;var a=w(t,e,r[0]);return a!==w(t,e,r[1])||a!==w(t,e,r[2])||a!==w(t,e,r[3])}function Za(t,e,r){var n=e.paint.get(t).value;return\"constant\"===n.kind?n.value:r.programConfigurations.get(e.id).getMaxValue(t)}function Ja(t){return Math.sqrt(t[0]*t[0]+t[1]*t[1])}function Ka(t,e,r,n,a){if(!e[0]&&!e[1])return t;var o=i.convert(e)._mult(a);\"viewport\"===r&&o._rotate(-n);for(var s=[],l=0;l<t.length;l++)s.push(t[l].sub(o));return s}Fa.prototype.populate=function(t,e,r){var n=this.layers[0],i=[],a=null;\"circle\"===n.type&&(a=n.layout.get(\"circle-sort-key\"));for(var o=0,s=t;o<s.length;o+=1){var l=s[o],c=l.feature,u=l.id,f=l.index,h=l.sourceLayerIndex,p=this.layers[0]._featureFilter.needGeometry,d={type:c.type,id:u,properties:c.properties,geometry:p?Da(c):[]};if(this.layers[0]._featureFilter.filter(new ii(this.zoom),d,r)){p||(d.geometry=Da(c));var g=a?a.evaluate(d,{},r):void 0;i.push({id:u,properties:c.properties,type:c.type,sourceLayerIndex:h,index:f,geometry:d.geometry,patterns:{},sortKey:g})}}a&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var m=0,v=i;m<v.length;m+=1){var y=v[m],x=y.geometry,b=y.index,_=y.sourceLayerIndex,w=t[b].feature;this.addFeature(y,x,b,r),e.featureIndex.insert(w,x,b,_,this.index)}},Fa.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Fa.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Fa.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Fa.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,na),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Fa.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Fa.prototype.addFeature=function(t,e,r,n){for(var i=0,a=e;i<a.length;i+=1)for(var o=0,s=a[i];o<s.length;o+=1){var l=s[o],c=l.x,u=l.y;if(!(c<0||c>=8192||u<0||u>=8192)){var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray,t.sortKey),h=f.vertexLength;Ra(this.layoutVertexArray,c,u,-1,-1),Ra(this.layoutVertexArray,c,u,1,-1),Ra(this.layoutVertexArray,c,u,1,1),Ra(this.layoutVertexArray,c,u,-1,1),this.indexArray.emplaceBack(h,h+1,h+2),this.indexArray.emplaceBack(h,h+3,h+2),f.vertexLength+=4,f.primitiveLength+=2}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,{},n)},Dn(\"CircleBucket\",Fa,{omit:[\"layers\"]});var Qa=new yi({\"circle-sort-key\":new di(At.layout_circle[\"circle-sort-key\"])}),$a={paint:new yi({\"circle-radius\":new di(At.paint_circle[\"circle-radius\"]),\"circle-color\":new di(At.paint_circle[\"circle-color\"]),\"circle-blur\":new di(At.paint_circle[\"circle-blur\"]),\"circle-opacity\":new di(At.paint_circle[\"circle-opacity\"]),\"circle-translate\":new pi(At.paint_circle[\"circle-translate\"]),\"circle-translate-anchor\":new pi(At.paint_circle[\"circle-translate-anchor\"]),\"circle-pitch-scale\":new pi(At.paint_circle[\"circle-pitch-scale\"]),\"circle-pitch-alignment\":new pi(At.paint_circle[\"circle-pitch-alignment\"]),\"circle-stroke-width\":new di(At.paint_circle[\"circle-stroke-width\"]),\"circle-stroke-color\":new di(At.paint_circle[\"circle-stroke-color\"]),\"circle-stroke-opacity\":new di(At.paint_circle[\"circle-stroke-opacity\"])}),layout:Qa},to=\"undefined\"!=typeof Float32Array?Float32Array:Array;function eo(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}function ro(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],g=e[12],m=e[13],v=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*f+w*g,t[1]=x*i+b*l+_*h+w*m,t[2]=x*a+b*c+_*p+w*v,t[3]=x*o+b*u+_*d+w*y,t[4]=(x=r[4])*n+(b=r[5])*s+(_=r[6])*f+(w=r[7])*g,t[5]=x*i+b*l+_*h+w*m,t[6]=x*a+b*c+_*p+w*v,t[7]=x*o+b*u+_*d+w*y,t[8]=(x=r[8])*n+(b=r[9])*s+(_=r[10])*f+(w=r[11])*g,t[9]=x*i+b*l+_*h+w*m,t[10]=x*a+b*c+_*p+w*v,t[11]=x*o+b*u+_*d+w*y,t[12]=(x=r[12])*n+(b=r[13])*s+(_=r[14])*f+(w=r[15])*g,t[13]=x*i+b*l+_*h+w*m,t[14]=x*a+b*c+_*p+w*v,t[15]=x*o+b*u+_*d+w*y,t}Math.hypot||(Math.hypot=function(){for(var t=arguments,e=0,r=arguments.length;r--;)e+=t[r]*t[r];return Math.sqrt(e)});var no,io=ro;function ao(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3];return t[0]=r[0]*n+r[4]*i+r[8]*a+r[12]*o,t[1]=r[1]*n+r[5]*i+r[9]*a+r[13]*o,t[2]=r[2]*n+r[6]*i+r[10]*a+r[14]*o,t[3]=r[3]*n+r[7]*i+r[11]*a+r[15]*o,t}no=new to(3),to!=Float32Array&&(no[0]=0,no[1]=0,no[2]=0),function(){var t=new to(4);to!=Float32Array&&(t[0]=0,t[1]=0,t[2]=0,t[3]=0)}();var oo=(function(){var t=new to(2);to!=Float32Array&&(t[0]=0,t[1]=0)}(),function(t){function e(e){t.call(this,e,$a)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.createBucket=function(t){return new Fa(t)},e.prototype.queryRadius=function(t){var e=t;return Za(\"circle-radius\",this,e)+Za(\"circle-stroke-width\",this,e)+Ja(this.paint.get(\"circle-translate\"))},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,a,o,s){for(var l=Ka(t,this.paint.get(\"circle-translate\"),this.paint.get(\"circle-translate-anchor\"),a.angle,o),c=this.paint.get(\"circle-radius\").evaluate(e,r)+this.paint.get(\"circle-stroke-width\").evaluate(e,r),u=\"map\"===this.paint.get(\"circle-pitch-alignment\"),f=u?l:function(t,e){return t.map((function(t){return so(t,e)}))}(l,s),h=u?c*o:c,p=0,d=n;p<d.length;p+=1)for(var g=0,m=d[p];g<m.length;g+=1){var v=m[g],y=u?v:so(v,s),x=h,b=ao([],[v.x,v.y,0,1],s);if(\"viewport\"===this.paint.get(\"circle-pitch-scale\")&&\"map\"===this.paint.get(\"circle-pitch-alignment\")?x*=b[3]/a.cameraToCenterDistance:\"map\"===this.paint.get(\"circle-pitch-scale\")&&\"viewport\"===this.paint.get(\"circle-pitch-alignment\")&&(x*=a.cameraToCenterDistance/b[3]),Na(f,y,x))return!0}return!1},e}(xi));function so(t,e){var r=ao([],[t.x,t.y,0,1],e);return new i(r[0]/r[3],r[1]/r[3])}var lo=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(Fa);function co(t,e,r,n){var i=e.width,a=e.height;if(n){if(n instanceof Uint8ClampedArray)n=new Uint8Array(n.buffer);else if(n.length!==i*a*r)throw new RangeError(\"mismatched image size\")}else n=new Uint8Array(i*a*r);return t.width=i,t.height=a,t.data=n,t}function uo(t,e,r){var n=e.width,i=e.height;if(n!==t.width||i!==t.height){var a=co({},{width:n,height:i},r);fo(t,a,{x:0,y:0},{x:0,y:0},{width:Math.min(t.width,n),height:Math.min(t.height,i)},r),t.width=n,t.height=i,t.data=a.data}}function fo(t,e,r,n,i,a){if(0===i.width||0===i.height)return e;if(i.width>t.width||i.height>t.height||r.x>t.width-i.width||r.y>t.height-i.height)throw new RangeError(\"out of range source coordinates for image copy\");if(i.width>e.width||i.height>e.height||n.x>e.width-i.width||n.y>e.height-i.height)throw new RangeError(\"out of range destination coordinates for image copy\");for(var o=t.data,s=e.data,l=0;l<i.height;l++)for(var c=((r.y+l)*t.width+r.x)*a,u=((n.y+l)*e.width+n.x)*a,f=0;f<i.width*a;f++)s[u+f]=o[c+f];return e}Dn(\"HeatmapBucket\",lo,{omit:[\"layers\"]});var ho=function(t,e){co(this,t,1,e)};ho.prototype.resize=function(t){uo(this,t,1)},ho.prototype.clone=function(){return new ho({width:this.width,height:this.height},new Uint8Array(this.data))},ho.copy=function(t,e,r,n,i){fo(t,e,r,n,i,1)};var po=function(t,e){co(this,t,4,e)};po.prototype.resize=function(t){uo(this,t,4)},po.prototype.replace=function(t,e){e?this.data.set(t):this.data=t instanceof Uint8ClampedArray?new Uint8Array(t.buffer):t},po.prototype.clone=function(){return new po({width:this.width,height:this.height},new Uint8Array(this.data))},po.copy=function(t,e,r,n,i){fo(t,e,r,n,i,4)},Dn(\"AlphaImage\",ho),Dn(\"RGBAImage\",po);var go={paint:new yi({\"heatmap-radius\":new di(At.paint_heatmap[\"heatmap-radius\"]),\"heatmap-weight\":new di(At.paint_heatmap[\"heatmap-weight\"]),\"heatmap-intensity\":new pi(At.paint_heatmap[\"heatmap-intensity\"]),\"heatmap-color\":new vi(At.paint_heatmap[\"heatmap-color\"]),\"heatmap-opacity\":new pi(At.paint_heatmap[\"heatmap-opacity\"])})};function mo(t,e){for(var r=new Uint8Array(1024),n={},i=0,a=0;i<256;i++,a+=4){n[e]=i/255;var o=t.evaluate(n);r[a+0]=Math.floor(255*o.r/o.a),r[a+1]=Math.floor(255*o.g/o.a),r[a+2]=Math.floor(255*o.b/o.a),r[a+3]=Math.floor(255*o.a)}return new po({width:256,height:1},r)}var vo=function(t){function e(e){t.call(this,e,go),this._updateColorRamp()}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.createBucket=function(t){return new lo(t)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){\"heatmap-color\"===t&&this._updateColorRamp()},e.prototype._updateColorRamp=function(){this.colorRamp=mo(this._transitionablePaint._values[\"heatmap-color\"].value.expression,\"heatmapDensity\"),this.colorRampTexture=null},e.prototype.resize=function(){this.heatmapFbo&&(this.heatmapFbo.destroy(),this.heatmapFbo=null)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype.hasOffscreenPass=function(){return 0!==this.paint.get(\"heatmap-opacity\")&&\"none\"!==this.visibility},e}(xi),yo={paint:new yi({\"hillshade-illumination-direction\":new pi(At.paint_hillshade[\"hillshade-illumination-direction\"]),\"hillshade-illumination-anchor\":new pi(At.paint_hillshade[\"hillshade-illumination-anchor\"]),\"hillshade-exaggeration\":new pi(At.paint_hillshade[\"hillshade-exaggeration\"]),\"hillshade-shadow-color\":new pi(At.paint_hillshade[\"hillshade-shadow-color\"]),\"hillshade-highlight-color\":new pi(At.paint_hillshade[\"hillshade-highlight-color\"]),\"hillshade-accent-color\":new pi(At.paint_hillshade[\"hillshade-accent-color\"])})},xo=function(t){function e(e){t.call(this,e,yo)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.hasOffscreenPass=function(){return 0!==this.paint.get(\"hillshade-exaggeration\")&&\"none\"!==this.visibility},e}(xi),bo=Ti([{name:\"a_pos\",components:2,type:\"Int16\"}],4).members,_o=To,wo=To;function To(t,e,r){r=r||2;var n,i,a,o,s,l,c,u=e&&e.length,f=u?e[0]*r:t.length,h=ko(t,0,f,r,!0),p=[];if(!h||h.next===h.prev)return p;if(u&&(h=function(t,e,r,n){var i,a,o,s=[];for(i=0,a=e.length;i<a;i++)(o=ko(t,e[i]*n,i<a-1?e[i+1]*n:t.length,n,!1))===o.next&&(o.steiner=!0),s.push(Do(o));for(s.sort(Io),i=0;i<s.length;i++)Po(s[i],r),r=Mo(r,r.next);return r}(t,e,h,r)),t.length>80*r){n=a=t[0],i=o=t[1];for(var d=r;d<f;d+=r)(s=t[d])<n&&(n=s),(l=t[d+1])<i&&(i=l),s>a&&(a=s),l>o&&(o=l);c=0!==(c=Math.max(a-n,o-i))?1/c:0}return Ao(h,p,r,n,i,c),p}function ko(t,e,r,n,i){var a,o;if(i===Xo(t,e,r,n)>0)for(a=e;a<r;a+=n)o=Go(a,t[a],t[a+1],o);else for(a=r-n;a>=e;a-=n)o=Go(a,t[a],t[a+1],o);return o&&No(o,o.next)&&(Yo(o),o=o.next),o}function Mo(t,e){if(!t)return t;e||(e=t);var r,n=t;do{if(r=!1,n.steiner||!No(n,n.next)&&0!==Bo(n.prev,n,n.next))n=n.next;else{if(Yo(n),(n=e=n.prev)===n.next)break;r=!0}}while(r||n!==e);return e}function Ao(t,e,r,n,i,a,o){if(t){!o&&a&&function(t,e,r,n){var i=t;do{null===i.z&&(i.z=Oo(i.x,i.y,e,r,n)),i.prevZ=i.prev,i.nextZ=i.next,i=i.next}while(i!==t);i.prevZ.nextZ=null,i.prevZ=null,function(t){var e,r,n,i,a,o,s,l,c=1;do{for(r=t,t=null,a=null,o=0;r;){for(o++,n=r,s=0,e=0;e<c&&(s++,n=n.nextZ);e++);for(l=c;s>0||l>0&&n;)0!==s&&(0===l||!n||r.z<=n.z)?(i=r,r=r.nextZ,s--):(i=n,n=n.nextZ,l--),a?a.nextZ=i:t=i,i.prevZ=a,a=i;r=n}a.nextZ=null,c*=2}while(o>1)}(i)}(t,n,i,a);for(var s,l,c=t;t.prev!==t.next;)if(s=t.prev,l=t.next,a?Eo(t,n,i,a):So(t))e.push(s.i/r),e.push(t.i/r),e.push(l.i/r),Yo(t),t=l.next,c=l.next;else if((t=l)===c){o?1===o?Ao(t=Co(Mo(t),e,r),e,r,n,i,a,2):2===o&&Lo(t,e,r,n,i,a):Ao(Mo(t),e,r,n,i,a,1);break}}}function So(t){var e=t.prev,r=t,n=t.next;if(Bo(e,r,n)>=0)return!1;for(var i=t.next.next;i!==t.prev;){if(Ro(e.x,e.y,r.x,r.y,n.x,n.y,i.x,i.y)&&Bo(i.prev,i,i.next)>=0)return!1;i=i.next}return!0}function Eo(t,e,r,n){var i=t.prev,a=t,o=t.next;if(Bo(i,a,o)>=0)return!1;for(var s=i.x>a.x?i.x>o.x?i.x:o.x:a.x>o.x?a.x:o.x,l=i.y>a.y?i.y>o.y?i.y:o.y:a.y>o.y?a.y:o.y,c=Oo(i.x<a.x?i.x<o.x?i.x:o.x:a.x<o.x?a.x:o.x,i.y<a.y?i.y<o.y?i.y:o.y:a.y<o.y?a.y:o.y,e,r,n),u=Oo(s,l,e,r,n),f=t.prevZ,h=t.nextZ;f&&f.z>=c&&h&&h.z<=u;){if(f!==t.prev&&f!==t.next&&Ro(i.x,i.y,a.x,a.y,o.x,o.y,f.x,f.y)&&Bo(f.prev,f,f.next)>=0)return!1;if(f=f.prevZ,h!==t.prev&&h!==t.next&&Ro(i.x,i.y,a.x,a.y,o.x,o.y,h.x,h.y)&&Bo(h.prev,h,h.next)>=0)return!1;h=h.nextZ}for(;f&&f.z>=c;){if(f!==t.prev&&f!==t.next&&Ro(i.x,i.y,a.x,a.y,o.x,o.y,f.x,f.y)&&Bo(f.prev,f,f.next)>=0)return!1;f=f.prevZ}for(;h&&h.z<=u;){if(h!==t.prev&&h!==t.next&&Ro(i.x,i.y,a.x,a.y,o.x,o.y,h.x,h.y)&&Bo(h.prev,h,h.next)>=0)return!1;h=h.nextZ}return!0}function Co(t,e,r){var n=t;do{var i=n.prev,a=n.next.next;!No(i,a)&&jo(i,n,n.next,a)&&qo(i,a)&&qo(a,i)&&(e.push(i.i/r),e.push(n.i/r),e.push(a.i/r),Yo(n),Yo(n.next),n=t=a),n=n.next}while(n!==t);return Mo(n)}function Lo(t,e,r,n,i,a){var o=t;do{for(var s=o.next.next;s!==o.prev;){if(o.i!==s.i&&Fo(o,s)){var l=Ho(o,s);return o=Mo(o,o.next),l=Mo(l,l.next),Ao(o,e,r,n,i,a),void Ao(l,e,r,n,i,a)}s=s.next}o=o.next}while(o!==t)}function Io(t,e){return t.x-e.x}function Po(t,e){if(e=function(t,e){var r,n=e,i=t.x,a=t.y,o=-1/0;do{if(a<=n.y&&a>=n.next.y&&n.next.y!==n.y){var s=n.x+(a-n.y)*(n.next.x-n.x)/(n.next.y-n.y);if(s<=i&&s>o){if(o=s,s===i){if(a===n.y)return n;if(a===n.next.y)return n.next}r=n.x<n.next.x?n:n.next}}n=n.next}while(n!==e);if(!r)return null;if(i===o)return r;var l,c=r,u=r.x,f=r.y,h=1/0;n=r;do{i>=n.x&&n.x>=u&&i!==n.x&&Ro(a<f?i:o,a,u,f,a<f?o:i,a,n.x,n.y)&&(l=Math.abs(a-n.y)/(i-n.x),qo(n,t)&&(l<h||l===h&&(n.x>r.x||n.x===r.x&&zo(r,n)))&&(r=n,h=l)),n=n.next}while(n!==c);return r}(t,e)){var r=Ho(e,t);Mo(e,e.next),Mo(r,r.next)}}function zo(t,e){return Bo(t.prev,t,e.prev)<0&&Bo(e.next,t,t.next)<0}function Oo(t,e,r,n,i){return(t=1431655765&((t=858993459&((t=252645135&((t=16711935&((t=32767*(t-r)*i)|t<<8))|t<<4))|t<<2))|t<<1))|(e=1431655765&((e=858993459&((e=252645135&((e=16711935&((e=32767*(e-n)*i)|e<<8))|e<<4))|e<<2))|e<<1))<<1}function Do(t){var e=t,r=t;do{(e.x<r.x||e.x===r.x&&e.y<r.y)&&(r=e),e=e.next}while(e!==t);return r}function Ro(t,e,r,n,i,a,o,s){return(i-o)*(e-s)-(t-o)*(a-s)>=0&&(t-o)*(n-s)-(r-o)*(e-s)>=0&&(r-o)*(a-s)-(i-o)*(n-s)>=0}function Fo(t,e){return t.next.i!==e.i&&t.prev.i!==e.i&&!function(t,e){var r=t;do{if(r.i!==t.i&&r.next.i!==t.i&&r.i!==e.i&&r.next.i!==e.i&&jo(r,r.next,t,e))return!0;r=r.next}while(r!==t);return!1}(t,e)&&(qo(t,e)&&qo(e,t)&&function(t,e){var r=t,n=!1,i=(t.x+e.x)/2,a=(t.y+e.y)/2;do{r.y>a!=r.next.y>a&&r.next.y!==r.y&&i<(r.next.x-r.x)*(a-r.y)/(r.next.y-r.y)+r.x&&(n=!n),r=r.next}while(r!==t);return n}(t,e)&&(Bo(t.prev,t,e.prev)||Bo(t,e.prev,e))||No(t,e)&&Bo(t.prev,t,t.next)>0&&Bo(e.prev,e,e.next)>0)}function Bo(t,e,r){return(e.y-t.y)*(r.x-e.x)-(e.x-t.x)*(r.y-e.y)}function No(t,e){return t.x===e.x&&t.y===e.y}function jo(t,e,r,n){var i=Vo(Bo(t,e,r)),a=Vo(Bo(t,e,n)),o=Vo(Bo(r,n,t)),s=Vo(Bo(r,n,e));return i!==a&&o!==s||!(0!==i||!Uo(t,r,e))||!(0!==a||!Uo(t,n,e))||!(0!==o||!Uo(r,t,n))||!(0!==s||!Uo(r,e,n))}function Uo(t,e,r){return e.x<=Math.max(t.x,r.x)&&e.x>=Math.min(t.x,r.x)&&e.y<=Math.max(t.y,r.y)&&e.y>=Math.min(t.y,r.y)}function Vo(t){return t>0?1:t<0?-1:0}function qo(t,e){return Bo(t.prev,t,t.next)<0?Bo(t,e,t.next)>=0&&Bo(t,t.prev,e)>=0:Bo(t,e,t.prev)<0||Bo(t,t.next,e)<0}function Ho(t,e){var r=new Wo(t.i,t.x,t.y),n=new Wo(e.i,e.x,e.y),i=t.next,a=e.prev;return t.next=e,e.prev=t,r.next=i,i.prev=r,n.next=r,r.prev=n,a.next=n,n.prev=a,n}function Go(t,e,r,n){var i=new Wo(t,e,r);return n?(i.next=n.next,i.prev=n,n.next.prev=i,n.next=i):(i.prev=i,i.next=i),i}function Yo(t){t.next.prev=t.prev,t.prev.next=t.next,t.prevZ&&(t.prevZ.nextZ=t.nextZ),t.nextZ&&(t.nextZ.prevZ=t.prevZ)}function Wo(t,e,r){this.i=t,this.x=e,this.y=r,this.prev=null,this.next=null,this.z=null,this.prevZ=null,this.nextZ=null,this.steiner=!1}function Xo(t,e,r,n){for(var i=0,a=e,o=r-n;a<r;a+=n)i+=(t[o]-t[a])*(t[a+1]+t[o+1]),o=a;return i}function Zo(t,e,r,n,i){!function t(e,r,n,i,a){for(;i>n;){if(i-n>600){var o=i-n+1,s=r-n+1,l=Math.log(o),c=.5*Math.exp(2*l/3),u=.5*Math.sqrt(l*c*(o-c)/o)*(s-o/2<0?-1:1);t(e,r,Math.max(n,Math.floor(r-s*c/o+u)),Math.min(i,Math.floor(r+(o-s)*c/o+u)),a)}var f=e[r],h=n,p=i;for(Jo(e,n,r),a(e[i],f)>0&&Jo(e,n,i);h<p;){for(Jo(e,h,p),h++,p--;a(e[h],f)<0;)h++;for(;a(e[p],f)>0;)p--}0===a(e[n],f)?Jo(e,n,p):Jo(e,++p,i),p<=r&&(n=p+1),r<=p&&(i=p-1)}}(t,e,r||0,n||t.length-1,i||Ko)}function Jo(t,e,r){var n=t[e];t[e]=t[r],t[r]=n}function Ko(t,e){return t<e?-1:t>e?1:0}function Qo(t,e){var r=t.length;if(r<=1)return[t];for(var n,i,a=[],o=0;o<r;o++){var s=T(t[o]);0!==s&&(t[o].area=Math.abs(s),void 0===i&&(i=s<0),i===s<0?(n&&a.push(n),n=[t[o]]):n.push(t[o]))}if(n&&a.push(n),e>1)for(var l=0;l<a.length;l++)a[l].length<=e||(Zo(a[l],e,1,a[l].length-1,$o),a[l]=a[l].slice(0,e));return a}function $o(t,e){return e.area-t.area}function ts(t,e,r){for(var n=r.patternDependencies,i=!1,a=0,o=e;a<o.length;a+=1){var s=o[a].paint.get(t+\"-pattern\");s.isConstant()||(i=!0);var l=s.constantOr(null);l&&(i=!0,n[l.to]=!0,n[l.from]=!0)}return i}function es(t,e,r,n,i){for(var a=i.patternDependencies,o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.paint.get(t+\"-pattern\").value;if(\"constant\"!==c.kind){var u=c.evaluate({zoom:n-1},r,{},i.availableImages),f=c.evaluate({zoom:n},r,{},i.availableImages),h=c.evaluate({zoom:n+1},r,{},i.availableImages);f=f&&f.name?f.name:f,h=h&&h.name?h.name:h,a[u=u&&u.name?u.name:u]=!0,a[f]=!0,a[h]=!0,r.patterns[l.id]={min:u,mid:f,max:h}}}return r}To.deviation=function(t,e,r,n){var i=e&&e.length,a=Math.abs(Xo(t,0,i?e[0]*r:t.length,r));if(i)for(var o=0,s=e.length;o<s;o++)a-=Math.abs(Xo(t,e[o]*r,o<s-1?e[o+1]*r:t.length,r));var l=0;for(o=0;o<n.length;o+=3){var c=n[o]*r,u=n[o+1]*r,f=n[o+2]*r;l+=Math.abs((t[c]-t[f])*(t[u+1]-t[c+1])-(t[c]-t[u])*(t[f+1]-t[c+1]))}return 0===a&&0===l?0:Math.abs((l-a)/a)},To.flatten=function(t){for(var e=t[0][0].length,r={vertices:[],holes:[],dimensions:e},n=0,i=0;i<t.length;i++){for(var a=0;a<t[i].length;a++)for(var o=0;o<e;o++)r.vertices.push(t[i][a][o]);i>0&&r.holes.push(n+=t[i-1].length)}return r},_o.default=wo;var rs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new Mi,this.indexArray=new Fi,this.indexArray2=new qi,this.programConfigurations=new Ia(bo,t.layers,t.zoom),this.segments=new ia,this.segments2=new ia,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};rs.prototype.populate=function(t,e,r){this.hasPattern=ts(\"fill\",this.layers,e);for(var n=this.layers[0].layout.get(\"fill-sort-key\"),i=[],a=0,o=t;a<o.length;a+=1){var s=o[a],l=s.feature,c=s.id,u=s.index,f=s.sourceLayerIndex,h=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:c,properties:l.properties,geometry:h?Da(l):[]};if(this.layers[0]._featureFilter.filter(new ii(this.zoom),p,r)){h||(p.geometry=Da(l));var d=n?n.evaluate(p,{},r,e.availableImages):void 0;i.push({id:c,properties:l.properties,type:l.type,sourceLayerIndex:f,index:u,geometry:p.geometry,patterns:{},sortKey:d})}}n&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,m=i;g<m.length;g+=1){var v=m[g],y=v.geometry,x=v.index,b=v.sourceLayerIndex;if(this.hasPattern){var _=es(\"fill\",this.layers,v,this.zoom,e);this.patternFeatures.push(_)}else this.addFeature(v,y,x,r,{});e.featureIndex.insert(t[x].feature,y,x,b,this.index)}},rs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},rs.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.patternFeatures;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},rs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},rs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},rs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,bo),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.indexBuffer2=t.createIndexBuffer(this.indexArray2)),this.programConfigurations.upload(t),this.uploaded=!0},rs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.indexBuffer2.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.segments2.destroy())},rs.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=Qo(e,500);a<o.length;a+=1){for(var s=o[a],l=0,c=0,u=s;c<u.length;c+=1)l+=u[c].length;for(var f=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray),h=f.vertexLength,p=[],d=[],g=0,m=s;g<m.length;g+=1){var v=m[g];if(0!==v.length){v!==s[0]&&d.push(p.length/2);var y=this.segments2.prepareSegment(v.length,this.layoutVertexArray,this.indexArray2),x=y.vertexLength;this.layoutVertexArray.emplaceBack(v[0].x,v[0].y),this.indexArray2.emplaceBack(x+v.length-1,x),p.push(v[0].x),p.push(v[0].y);for(var b=1;b<v.length;b++)this.layoutVertexArray.emplaceBack(v[b].x,v[b].y),this.indexArray2.emplaceBack(x+b-1,x+b),p.push(v[b].x),p.push(v[b].y);y.vertexLength+=v.length,y.primitiveLength+=v.length}}for(var _=_o(p,d),w=0;w<_.length;w+=3)this.indexArray.emplaceBack(h+_[w],h+_[w+1],h+_[w+2]);f.vertexLength+=l,f.primitiveLength+=_.length/3}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},Dn(\"FillBucket\",rs,{omit:[\"layers\",\"patternFeatures\"]});var ns=new yi({\"fill-sort-key\":new di(At.layout_fill[\"fill-sort-key\"])}),is={paint:new yi({\"fill-antialias\":new pi(At.paint_fill[\"fill-antialias\"]),\"fill-opacity\":new di(At.paint_fill[\"fill-opacity\"]),\"fill-color\":new di(At.paint_fill[\"fill-color\"]),\"fill-outline-color\":new di(At.paint_fill[\"fill-outline-color\"]),\"fill-translate\":new pi(At.paint_fill[\"fill-translate\"]),\"fill-translate-anchor\":new pi(At.paint_fill[\"fill-translate-anchor\"]),\"fill-pattern\":new gi(At.paint_fill[\"fill-pattern\"])}),layout:ns},as=function(t){function e(e){t.call(this,e,is)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.recalculate=function(e,r){t.prototype.recalculate.call(this,e,r);var n=this.paint._values[\"fill-outline-color\"];\"constant\"===n.value.kind&&void 0===n.value.value&&(this.paint._values[\"fill-outline-color\"]=this.paint._values[\"fill-color\"])},e.prototype.createBucket=function(t){return new rs(t)},e.prototype.queryRadius=function(){return Ja(this.paint.get(\"fill-translate\"))},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,a,o){return ja(Ka(t,this.paint.get(\"fill-translate\"),this.paint.get(\"fill-translate-anchor\"),a.angle,o),n)},e.prototype.isTileClipped=function(){return!0},e}(xi),os=Ti([{name:\"a_pos\",components:2,type:\"Int16\"},{name:\"a_normal_ed\",components:4,type:\"Int16\"}],4).members,ss=ls;function ls(t,e,r,n,i){this.properties={},this.extent=r,this.type=0,this._pbf=t,this._geometry=-1,this._keys=n,this._values=i,t.readFields(cs,this,e)}function cs(t,e,r){1==t?e.id=r.readVarint():2==t?function(t,e){for(var r=t.readVarint()+t.pos;t.pos<r;){var n=e._keys[t.readVarint()],i=e._values[t.readVarint()];e.properties[n]=i}}(r,e):3==t?e.type=r.readVarint():4==t&&(e._geometry=r.pos)}function us(t){for(var e,r,n=0,i=0,a=t.length,o=a-1;i<a;o=i++)n+=((r=t[o]).x-(e=t[i]).x)*(e.y+r.y);return n}ls.types=[\"Unknown\",\"Point\",\"LineString\",\"Polygon\"],ls.prototype.loadGeometry=function(){var t=this._pbf;t.pos=this._geometry;for(var e,r=t.readVarint()+t.pos,n=1,a=0,o=0,s=0,l=[];t.pos<r;){if(a<=0){var c=t.readVarint();n=7&c,a=c>>3}if(a--,1===n||2===n)o+=t.readSVarint(),s+=t.readSVarint(),1===n&&(e&&l.push(e),e=[]),e.push(new i(o,s));else{if(7!==n)throw new Error(\"unknown command \"+n);e&&e.push(e[0].clone())}}return e&&l.push(e),l},ls.prototype.bbox=function(){var t=this._pbf;t.pos=this._geometry;for(var e=t.readVarint()+t.pos,r=1,n=0,i=0,a=0,o=1/0,s=-1/0,l=1/0,c=-1/0;t.pos<e;){if(n<=0){var u=t.readVarint();r=7&u,n=u>>3}if(n--,1===r||2===r)(i+=t.readSVarint())<o&&(o=i),i>s&&(s=i),(a+=t.readSVarint())<l&&(l=a),a>c&&(c=a);else if(7!==r)throw new Error(\"unknown command \"+r)}return[o,l,s,c]},ls.prototype.toGeoJSON=function(t,e,r){var n,i,a=this.extent*Math.pow(2,r),o=this.extent*t,s=this.extent*e,l=this.loadGeometry(),c=ls.types[this.type];function u(t){for(var e=0;e<t.length;e++){var r=t[e];t[e]=[360*(r.x+o)/a-180,360/Math.PI*Math.atan(Math.exp((180-360*(r.y+s)/a)*Math.PI/180))-90]}}switch(this.type){case 1:var f=[];for(n=0;n<l.length;n++)f[n]=l[n][0];u(l=f);break;case 2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,i=[],a=0;a<e;a++){var o=us(t[a]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&i.push(r),r=[t[a]]):r.push(t[a]))}return r&&i.push(r),i}(l),n=0;n<l.length;n++)for(i=0;i<l[n].length;i++)u(l[n][i])}1===l.length?l=l[0]:c=\"Multi\"+c;var h={type:\"Feature\",geometry:{type:c,coordinates:l},properties:this.properties};return\"id\"in this&&(h.id=this.id),h};var fs=hs;function hs(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(ps,this,e),this.length=this._features.length}function ps(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){for(var e=null,r=t.readVarint()+t.pos;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function ds(t,e,r){if(3===t){var n=new fs(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}hs.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new ss(this._pbf,e,this.extent,this._keys,this._values)};var gs={VectorTile:function(t,e){this.layers=t.readFields(ds,{},e)},VectorTileFeature:ss,VectorTileLayer:fs},ms=gs.VectorTileFeature.types,vs=Math.pow(2,13);function ys(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*vs)+o,i*vs*2,a*vs*2,Math.round(s))}var xs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Si,this.indexArray=new Fi,this.programConfigurations=new Ia(os,t.layers,t.zoom),this.segments=new ia,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function bs(t,e){return t.x===e.x&&(t.x<0||t.x>8192)||t.y===e.y&&(t.y<0||t.y>8192)}xs.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=ts(\"fill-extrusion\",this.layers,e);for(var n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.feature,s=a.id,l=a.index,c=a.sourceLayerIndex,u=this.layers[0]._featureFilter.needGeometry,f={type:o.type,id:s,properties:o.properties,geometry:u?Da(o):[]};if(this.layers[0]._featureFilter.filter(new ii(this.zoom),f,r)){var h={id:s,sourceLayerIndex:c,index:l,geometry:u?f.geometry:Da(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(h.id=o.id),this.hasPattern?this.features.push(es(\"fill-extrusion\",this.layers,h,this.zoom,e)):this.addFeature(h,h.geometry,l,r,{}),e.featureIndex.insert(o,h.geometry,l,c,this.index,!0)}}},xs.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.features;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},xs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},xs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},xs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},xs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,os),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},xs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},xs.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=Qo(e,500);a<o.length;a+=1){for(var s=o[a],l=0,c=0,u=s;c<u.length;c+=1)l+=u[c].length;for(var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,p=s;h<p.length;h+=1){var d=p[h];if(0!==d.length&&!((P=d).every((function(t){return t.x<0}))||P.every((function(t){return t.x>8192}))||P.every((function(t){return t.y<0}))||P.every((function(t){return t.y>8192}))))for(var g=0,m=0;m<d.length;m++){var v=d[m];if(m>=1){var y=d[m-1];if(!bs(v,y)){f.vertexLength+4>ia.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=v.sub(y)._perp()._unit(),b=y.dist(v);g+b>32768&&(g=0),ys(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,0,g),ys(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,1,g),ys(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,g+=b),ys(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,g);var _=f.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),f.vertexLength+=4,f.primitiveLength+=2}}}}if(f.vertexLength+l>ia.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===ms[t.type]){for(var w=[],T=[],k=f.vertexLength,M=0,A=s;M<A.length;M+=1){var S=A[M];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var C=S[E];ys(this.layoutVertexArray,C.x,C.y,0,0,1,1,0),w.push(C.x),w.push(C.y)}}}for(var L=_o(w,T),I=0;I<L.length;I+=3)this.indexArray.emplaceBack(k+L[I],k+L[I+2],k+L[I+1]);f.primitiveLength+=L.length/3,f.vertexLength+=l}}var P;this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},Dn(\"FillExtrusionBucket\",xs,{omit:[\"layers\",\"features\"]});var _s={paint:new yi({\"fill-extrusion-opacity\":new pi(At[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new di(At[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new pi(At[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new pi(At[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new gi(At[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new di(At[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new di(At[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new pi(At[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},ws=function(t){function e(e){t.call(this,e,_s)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.createBucket=function(t){return new xs(t)},e.prototype.queryRadius=function(){return Ja(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,a,o,s,l){var c=Ka(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),u=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),f=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),h=function(t,e,r,n){for(var a=[],o=0,s=t;o<s.length;o+=1){var l=s[o],c=[l.x,l.y,0,1];ao(c,c,e),a.push(new i(c[0]/c[3],c[1]/c[3]))}return a}(c,l),p=function(t,e,r,n){for(var a=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,f=n[8]*r,h=n[9]*r,p=n[10]*r,d=n[11]*r,g=0,m=t;g<m.length;g+=1){for(var v=[],y=[],x=0,b=m[g];x<b.length;x+=1){var _=b[x],w=_.x,T=_.y,k=n[0]*w+n[4]*T+n[12],M=n[1]*w+n[5]*T+n[13],A=n[2]*w+n[6]*T+n[14],S=n[3]*w+n[7]*T+n[15],E=A+c,C=S+u,L=k+f,I=M+h,P=A+p,z=S+d,O=new i((k+s)/C,(M+l)/C);O.z=E/C,v.push(O);var D=new i(L/z,I/z);D.z=P/z,y.push(D)}a.push(v),o.push(y)}return[a,o]}(n,f,u,l);return function(t,e,r){var n=1/0;ja(r,e)&&(n=ks(r,e[0]));for(var i=0;i<e.length;i++)for(var a=e[i],o=t[i],s=0;s<a.length-1;s++){var l=a[s],c=[l,a[s+1],o[s+1],o[s],l];Ba(r,c)&&(n=Math.min(n,ks(r,c)))}return n!==1/0&&n}(p[0],p[1],h)},e}(xi);function Ts(t,e){return t.x*e.x+t.y*e.y}function ks(t,e){if(1===t.length){for(var r,n=0,i=e[n++];!r||i.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var a=e[n],o=t[0],s=r.sub(i),l=a.sub(i),c=o.sub(i),u=Ts(s,s),f=Ts(s,l),h=Ts(l,l),p=Ts(c,s),d=Ts(c,l),g=u*h-f*f,m=(h*p-f*d)/g,v=(u*d-f*p)/g,y=i.z*(1-m-v)+r.z*m+a.z*v;if(isFinite(y))return y}return 1/0}for(var x=1/0,b=0,_=e;b<_.length;b+=1)x=Math.min(x,_[b].z);return x}var Ms=Ti([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,As=gs.VectorTileFeature.types,Ss=Math.cos(Math.PI/180*37.5),Es=Math.pow(2,14)/.5,Cs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new Ei,this.indexArray=new Fi,this.programConfigurations=new Ia(Ms,t.layers,t.zoom),this.segments=new ia,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};Cs.prototype.populate=function(t,e,r){this.hasPattern=ts(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),i=[],a=0,o=t;a<o.length;a+=1){var s=o[a],l=s.feature,c=s.id,u=s.index,f=s.sourceLayerIndex,h=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:c,properties:l.properties,geometry:h?Da(l):[]};if(this.layers[0]._featureFilter.filter(new ii(this.zoom),p,r)){h||(p.geometry=Da(l));var d=n?n.evaluate(p,{},r):void 0;i.push({id:c,properties:l.properties,type:l.type,sourceLayerIndex:f,index:u,geometry:p.geometry,patterns:{},sortKey:d})}}n&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,m=i;g<m.length;g+=1){var v=m[g],y=v.geometry,x=v.index,b=v.sourceLayerIndex;if(this.hasPattern){var _=es(\"line\",this.layers,v,this.zoom,e);this.patternFeatures.push(_)}else this.addFeature(v,y,x,r,{});e.featureIndex.insert(t[x].feature,y,x,b,this.index)}},Cs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Cs.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.patternFeatures;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},Cs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Cs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Cs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ms),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Cs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Cs.prototype.addFeature=function(t,e,r,n,i){for(var a=this.layers[0].layout,o=a.get(\"line-join\").evaluate(t,{}),s=a.get(\"line-cap\"),l=a.get(\"line-miter-limit\"),c=a.get(\"line-round-limit\"),u=0,f=e;u<f.length;u+=1)this.addLine(f[u],t,o,s,l,c);this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},Cs.prototype.addLine=function(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s=\"Polygon\"===As[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var c=0;c<l-1&&t[c].equals(t[c+1]);)c++;if(!(l<(s?3:2))){\"bevel\"===r&&(i=1.05);var u,f=this.overscaling<=16?122880/(512*this.overscaling):0,h=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,g=void 0,m=void 0;this.e1=this.e2=-1,s&&(m=t[c].sub(u=t[l-2])._unit()._perp());for(var v=c;v<l;v++)if(!(d=v===l-1?s?t[c+1]:void 0:t[v+1])||!t[v].equals(d)){m&&(g=m),u&&(p=u),u=t[v],m=d?d.sub(u)._unit()._perp():g;var y=(g=g||m).add(m);0===y.x&&0===y.y||y._unit();var x=g.x*m.x+g.y*m.y,b=y.x*m.x+y.y*m.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<Ss&&p&&d,k=g.x*m.y-g.y*m.x>0;if(T&&v>c){var M=u.dist(p);if(M>2*f){var A=u.sub(u.sub(p)._mult(f/M)._round());this.updateDistance(p,A),this.addCurrentVertex(A,g,0,0,h),p=A}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(_<a?E=\"miter\":_<=2&&(E=\"fakeround\")),\"miter\"===E&&_>i&&(E=\"bevel\"),\"bevel\"===E&&(_>2&&(E=\"flipbevel\"),_<i&&(E=\"miter\")),p&&this.updateDistance(p,u),\"miter\"===E)y._mult(_),this.addCurrentVertex(u,y,0,0,h);else if(\"flipbevel\"===E){if(_>100)y=m.mult(-1);else{var C=_*g.add(m).mag()/g.sub(m).mag();y._perp()._mult(C*(k?-1:1))}this.addCurrentVertex(u,y,0,0,h),this.addCurrentVertex(u,y.mult(-1),0,0,h)}else if(\"bevel\"===E||\"fakeround\"===E){var L=-Math.sqrt(_*_-1),I=k?L:0,P=k?0:L;if(p&&this.addCurrentVertex(u,g,I,P,h),\"fakeround\"===E)for(var z=Math.round(180*w/Math.PI/20),O=1;O<z;O++){var D=O/z;if(.5!==D){var R=D-.5;D+=D*R*(D-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=m.sub(g)._mult(D)._add(g)._unit()._mult(k?-1:1);this.addHalfVertex(u,F.x,F.y,!1,k,0,h)}d&&this.addCurrentVertex(u,m,-I,-P,h)}else if(\"butt\"===E)this.addCurrentVertex(u,y,0,0,h);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(u,y,B,B,h)}else\"round\"===E&&(p&&(this.addCurrentVertex(u,g,0,0,h),this.addCurrentVertex(u,g,1,1,h,!0)),d&&(this.addCurrentVertex(u,m,-1,-1,h,!0),this.addCurrentVertex(u,m,0,0,h)));if(T&&v<l-1){var N=u.dist(d);if(N>2*f){var j=u.add(d.sub(u)._mult(f/N)._round());this.updateDistance(u,j),this.addCurrentVertex(j,m,0,0,h),u=j}}}}},Cs.prototype.addCurrentVertex=function(t,e,r,n,i,a){void 0===a&&(a=!1);var o=e.y*n-e.x,s=-e.y-e.x*n;this.addHalfVertex(t,e.x+e.y*r,e.y-e.x*r,a,!1,r,i),this.addHalfVertex(t,o,s,a,!0,-n,i),this.distance>Es/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,i,a))},Cs.prototype.addHalfVertex=function(t,e,r,n,i,a,o){var s=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((t.x<<1)+(n?1:0),(t.y<<1)+(i?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===a?0:a<0?-1:1)|(63&s)<<2,s>>6);var l=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,l),o.primitiveLength++),i?this.e2=l:this.e1=l},Cs.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(Es-1):this.distance},Cs.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},Dn(\"LineBucket\",Cs,{omit:[\"layers\",\"patternFeatures\"]});var Ls=new yi({\"line-cap\":new pi(At.layout_line[\"line-cap\"]),\"line-join\":new di(At.layout_line[\"line-join\"]),\"line-miter-limit\":new pi(At.layout_line[\"line-miter-limit\"]),\"line-round-limit\":new pi(At.layout_line[\"line-round-limit\"]),\"line-sort-key\":new di(At.layout_line[\"line-sort-key\"])}),Is={paint:new yi({\"line-opacity\":new di(At.paint_line[\"line-opacity\"]),\"line-color\":new di(At.paint_line[\"line-color\"]),\"line-translate\":new pi(At.paint_line[\"line-translate\"]),\"line-translate-anchor\":new pi(At.paint_line[\"line-translate-anchor\"]),\"line-width\":new di(At.paint_line[\"line-width\"]),\"line-gap-width\":new di(At.paint_line[\"line-gap-width\"]),\"line-offset\":new di(At.paint_line[\"line-offset\"]),\"line-blur\":new di(At.paint_line[\"line-blur\"]),\"line-dasharray\":new mi(At.paint_line[\"line-dasharray\"]),\"line-pattern\":new gi(At.paint_line[\"line-pattern\"]),\"line-gradient\":new vi(At.paint_line[\"line-gradient\"])}),layout:Ls},Ps=new(function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.possiblyEvaluate=function(e,r){return r=new ii(Math.floor(r.zoom),{now:r.now,fadeDuration:r.fadeDuration,zoomHistory:r.zoomHistory,transition:r.transition}),t.prototype.possiblyEvaluate.call(this,e,r)},e.prototype.evaluate=function(e,r,n,i){return r=u({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,i)},e}(di))(Is.paint.properties[\"line-width\"].specification);Ps.useIntegerZoom=!0;var zs=function(t){function e(e){t.call(this,e,Is)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){\"line-gradient\"===t&&this._updateGradient()},e.prototype._updateGradient=function(){this.gradient=mo(this._transitionablePaint._values[\"line-gradient\"].value.expression,\"lineProgress\"),this.gradientTexture=null},e.prototype.recalculate=function(e,r){t.prototype.recalculate.call(this,e,r),this.paint._values[\"line-floorwidth\"]=Ps.possiblyEvaluate(this._transitioningPaint._values[\"line-width\"].value,e)},e.prototype.createBucket=function(t){return new Cs(t)},e.prototype.queryRadius=function(t){var e=t,r=Os(Za(\"line-width\",this,e),Za(\"line-gap-width\",this,e)),n=Za(\"line-offset\",this,e);return r/2+Math.abs(n)+Ja(this.paint.get(\"line-translate\"))},e.prototype.queryIntersectsFeature=function(t,e,r,n,a,o,s){var l=Ka(t,this.paint.get(\"line-translate\"),this.paint.get(\"line-translate-anchor\"),o.angle,s),c=s/2*Os(this.paint.get(\"line-width\").evaluate(e,r),this.paint.get(\"line-gap-width\").evaluate(e,r)),u=this.paint.get(\"line-offset\").evaluate(e,r);return u&&(n=function(t,e){for(var r=[],n=new i(0,0),a=0;a<t.length;a++){for(var o=t[a],s=[],l=0;l<o.length;l++){var c=o[l],u=o[l+1],f=0===l?n:c.sub(o[l-1])._unit()._perp(),h=l===o.length-1?n:u.sub(c)._unit()._perp(),p=f._add(h)._unit();p._mult(1/(p.x*h.x+p.y*h.y)),s.push(p._mult(e)._add(c))}r.push(s)}return r}(n,u*s)),function(t,e,r){for(var n=0;n<e.length;n++){var i=e[n];if(t.length>=3)for(var a=0;a<i.length;a++)if(Wa(t,i[a]))return!0;if(Ua(t,i,r))return!0}return!1}(l,n,c)},e.prototype.isTileClipped=function(){return!0},e}(xi);function Os(t,e){return e>0?e+2*t:t}var Ds=Ti([{name:\"a_pos_offset\",components:4,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint16\"},{name:\"a_pixeloffset\",components:4,type:\"Int16\"}],4),Rs=Ti([{name:\"a_projected_pos\",components:3,type:\"Float32\"}],4),Fs=(Ti([{name:\"a_fade_opacity\",components:1,type:\"Uint32\"}],4),Ti([{name:\"a_placed\",components:2,type:\"Uint8\"},{name:\"a_shift\",components:2,type:\"Float32\"}])),Bs=(Ti([{type:\"Int16\",name:\"anchorPointX\"},{type:\"Int16\",name:\"anchorPointY\"},{type:\"Int16\",name:\"x1\"},{type:\"Int16\",name:\"y1\"},{type:\"Int16\",name:\"x2\"},{type:\"Int16\",name:\"y2\"},{type:\"Uint32\",name:\"featureIndex\"},{type:\"Uint16\",name:\"sourceLayerIndex\"},{type:\"Uint16\",name:\"bucketIndex\"}]),Ti([{name:\"a_pos\",components:2,type:\"Int16\"},{name:\"a_anchor_pos\",components:2,type:\"Int16\"},{name:\"a_extrude\",components:2,type:\"Int16\"}],4)),Ns=Ti([{name:\"a_pos\",components:2,type:\"Float32\"},{name:\"a_radius\",components:1,type:\"Float32\"},{name:\"a_flags\",components:2,type:\"Int16\"}],4);function js(t,e,r){return t.sections.forEach((function(t){t.text=function(t,e,r){var n=e.layout.get(\"text-transform\").evaluate(r,{});return\"uppercase\"===n?t=t.toLocaleUpperCase():\"lowercase\"===n&&(t=t.toLocaleLowerCase()),ni.applyArabicShaping&&(t=ni.applyArabicShaping(t)),t}(t.text,e,r)})),t}Ti([{name:\"triangle\",components:3,type:\"Uint16\"}]),Ti([{type:\"Int16\",name:\"anchorX\"},{type:\"Int16\",name:\"anchorY\"},{type:\"Uint16\",name:\"glyphStartIndex\"},{type:\"Uint16\",name:\"numGlyphs\"},{type:\"Uint32\",name:\"vertexStartIndex\"},{type:\"Uint32\",name:\"lineStartIndex\"},{type:\"Uint32\",name:\"lineLength\"},{type:\"Uint16\",name:\"segment\"},{type:\"Uint16\",name:\"lowerSize\"},{type:\"Uint16\",name:\"upperSize\"},{type:\"Float32\",name:\"lineOffsetX\"},{type:\"Float32\",name:\"lineOffsetY\"},{type:\"Uint8\",name:\"writingMode\"},{type:\"Uint8\",name:\"placedOrientation\"},{type:\"Uint8\",name:\"hidden\"},{type:\"Uint32\",name:\"crossTileID\"},{type:\"Int16\",name:\"associatedIconIndex\"}]),Ti([{type:\"Int16\",name:\"anchorX\"},{type:\"Int16\",name:\"anchorY\"},{type:\"Int16\",name:\"rightJustifiedTextSymbolIndex\"},{type:\"Int16\",name:\"centerJustifiedTextSymbolIndex\"},{type:\"Int16\",name:\"leftJustifiedTextSymbolIndex\"},{type:\"Int16\",name:\"verticalPlacedTextSymbolIndex\"},{type:\"Int16\",name:\"placedIconSymbolIndex\"},{type:\"Int16\",name:\"verticalPlacedIconSymbolIndex\"},{type:\"Uint16\",name:\"key\"},{type:\"Uint16\",name:\"textBoxStartIndex\"},{type:\"Uint16\",name:\"textBoxEndIndex\"},{type:\"Uint16\",name:\"verticalTextBoxStartIndex\"},{type:\"Uint16\",name:\"verticalTextBoxEndIndex\"},{type:\"Uint16\",name:\"iconBoxStartIndex\"},{type:\"Uint16\",name:\"iconBoxEndIndex\"},{type:\"Uint16\",name:\"verticalIconBoxStartIndex\"},{type:\"Uint16\",name:\"verticalIconBoxEndIndex\"},{type:\"Uint16\",name:\"featureIndex\"},{type:\"Uint16\",name:\"numHorizontalGlyphVertices\"},{type:\"Uint16\",name:\"numVerticalGlyphVertices\"},{type:\"Uint16\",name:\"numIconVertices\"},{type:\"Uint16\",name:\"numVerticalIconVertices\"},{type:\"Uint16\",name:\"useRuntimeCollisionCircles\"},{type:\"Uint32\",name:\"crossTileID\"},{type:\"Float32\",name:\"textBoxScale\"},{type:\"Float32\",components:2,name:\"textOffset\"},{type:\"Float32\",name:\"collisionCircleDiameter\"}]),Ti([{type:\"Float32\",name:\"offsetX\"}]),Ti([{type:\"Int16\",name:\"x\"},{type:\"Int16\",name:\"y\"},{type:\"Int16\",name:\"tileUnitDistanceFromAnchor\"}]);var Us={\"!\":\"\\ufe15\",\"#\":\"\\uff03\",$:\"\\uff04\",\"%\":\"\\uff05\",\"&\":\"\\uff06\",\"(\":\"\\ufe35\",\")\":\"\\ufe36\",\"*\":\"\\uff0a\",\"+\":\"\\uff0b\",\",\":\"\\ufe10\",\"-\":\"\\ufe32\",\".\":\"\\u30fb\",\"/\":\"\\uff0f\",\":\":\"\\ufe13\",\";\":\"\\ufe14\",\"<\":\"\\ufe3f\",\"=\":\"\\uff1d\",\">\":\"\\ufe40\",\"?\":\"\\ufe16\",\"@\":\"\\uff20\",\"[\":\"\\ufe47\",\"\\\\\":\"\\uff3c\",\"]\":\"\\ufe48\",\"^\":\"\\uff3e\",_:\"\\ufe33\",\"`\":\"\\uff40\",\"{\":\"\\ufe37\",\"|\":\"\\u2015\",\"}\":\"\\ufe38\",\"~\":\"\\uff5e\",\"\\xa2\":\"\\uffe0\",\"\\xa3\":\"\\uffe1\",\"\\xa5\":\"\\uffe5\",\"\\xa6\":\"\\uffe4\",\"\\xac\":\"\\uffe2\",\"\\xaf\":\"\\uffe3\",\"\\u2013\":\"\\ufe32\",\"\\u2014\":\"\\ufe31\",\"\\u2018\":\"\\ufe43\",\"\\u2019\":\"\\ufe44\",\"\\u201c\":\"\\ufe41\",\"\\u201d\":\"\\ufe42\",\"\\u2026\":\"\\ufe19\",\"\\u2027\":\"\\u30fb\",\"\\u20a9\":\"\\uffe6\",\"\\u3001\":\"\\ufe11\",\"\\u3002\":\"\\ufe12\",\"\\u3008\":\"\\ufe3f\",\"\\u3009\":\"\\ufe40\",\"\\u300a\":\"\\ufe3d\",\"\\u300b\":\"\\ufe3e\",\"\\u300c\":\"\\ufe41\",\"\\u300d\":\"\\ufe42\",\"\\u300e\":\"\\ufe43\",\"\\u300f\":\"\\ufe44\",\"\\u3010\":\"\\ufe3b\",\"\\u3011\":\"\\ufe3c\",\"\\u3014\":\"\\ufe39\",\"\\u3015\":\"\\ufe3a\",\"\\u3016\":\"\\ufe17\",\"\\u3017\":\"\\ufe18\",\"\\uff01\":\"\\ufe15\",\"\\uff08\":\"\\ufe35\",\"\\uff09\":\"\\ufe36\",\"\\uff0c\":\"\\ufe10\",\"\\uff0d\":\"\\ufe32\",\"\\uff0e\":\"\\u30fb\",\"\\uff1a\":\"\\ufe13\",\"\\uff1b\":\"\\ufe14\",\"\\uff1c\":\"\\ufe3f\",\"\\uff1e\":\"\\ufe40\",\"\\uff1f\":\"\\ufe16\",\"\\uff3b\":\"\\ufe47\",\"\\uff3d\":\"\\ufe48\",\"\\uff3f\":\"\\ufe33\",\"\\uff5b\":\"\\ufe37\",\"\\uff5c\":\"\\u2015\",\"\\uff5d\":\"\\ufe38\",\"\\uff5f\":\"\\ufe35\",\"\\uff60\":\"\\ufe36\",\"\\uff61\":\"\\ufe12\",\"\\uff62\":\"\\ufe41\",\"\\uff63\":\"\\ufe42\"},Vs=function(t,e,r,n,i){var a,o,s=8*i-n-1,l=(1<<s)-1,c=l>>1,u=-7,f=r?i-1:0,h=r?-1:1,p=t[e+f];for(f+=h,a=p&(1<<-u)-1,p>>=-u,u+=s;u>0;a=256*a+t[e+f],f+=h,u-=8);for(o=a&(1<<-u)-1,a>>=-u,u+=n;u>0;o=256*o+t[e+f],f+=h,u-=8);if(0===a)a=1-c;else{if(a===l)return o?NaN:1/0*(p?-1:1);o+=Math.pow(2,n),a-=c}return(p?-1:1)*o*Math.pow(2,a-n)},qs=function(t,e,r,n,i,a){var o,s,l,c=8*a-i-1,u=(1<<c)-1,f=u>>1,h=23===i?Math.pow(2,-24)-Math.pow(2,-77):0,p=n?0:a-1,d=n?1:-1,g=e<0||0===e&&1/e<0?1:0;for(e=Math.abs(e),isNaN(e)||e===1/0?(s=isNaN(e)?1:0,o=u):(o=Math.floor(Math.log(e)/Math.LN2),e*(l=Math.pow(2,-o))<1&&(o--,l*=2),(e+=o+f>=1?h/l:h*Math.pow(2,1-f))*l>=2&&(o++,l/=2),o+f>=u?(s=0,o=u):o+f>=1?(s=(e*l-1)*Math.pow(2,i),o+=f):(s=e*Math.pow(2,f-1)*Math.pow(2,i),o=0));i>=8;t[r+p]=255&s,p+=d,s/=256,i-=8);for(o=o<<i|s,c+=i;c>0;t[r+p]=255&o,p+=d,o/=256,c-=8);t[r+p-d]|=128*g},Hs=Gs;function Gs(t){this.buf=ArrayBuffer.isView&&ArrayBuffer.isView(t)?t:new Uint8Array(t||0),this.pos=0,this.type=0,this.length=this.buf.length}Gs.Varint=0,Gs.Fixed64=1,Gs.Bytes=2,Gs.Fixed32=5;var Ys=\"undefined\"==typeof TextDecoder?null:new TextDecoder(\"utf8\");function Ws(t){return t.type===Gs.Bytes?t.readVarint()+t.pos:t.pos+1}function Xs(t,e,r){return r?4294967296*e+(t>>>0):4294967296*(e>>>0)+(t>>>0)}function Zs(t,e,r){var n=e<=16383?1:e<=2097151?2:e<=268435455?3:Math.floor(Math.log(e)/(7*Math.LN2));r.realloc(n);for(var i=r.pos-1;i>=t;i--)r.buf[i+n]=r.buf[i]}function Js(t,e){for(var r=0;r<t.length;r++)e.writeVarint(t[r])}function Ks(t,e){for(var r=0;r<t.length;r++)e.writeSVarint(t[r])}function Qs(t,e){for(var r=0;r<t.length;r++)e.writeFloat(t[r])}function $s(t,e){for(var r=0;r<t.length;r++)e.writeDouble(t[r])}function tl(t,e){for(var r=0;r<t.length;r++)e.writeBoolean(t[r])}function el(t,e){for(var r=0;r<t.length;r++)e.writeFixed32(t[r])}function rl(t,e){for(var r=0;r<t.length;r++)e.writeSFixed32(t[r])}function nl(t,e){for(var r=0;r<t.length;r++)e.writeFixed64(t[r])}function il(t,e){for(var r=0;r<t.length;r++)e.writeSFixed64(t[r])}function al(t,e){return(t[e]|t[e+1]<<8|t[e+2]<<16)+16777216*t[e+3]}function ol(t,e,r){t[r]=e,t[r+1]=e>>>8,t[r+2]=e>>>16,t[r+3]=e>>>24}function sl(t,e){return(t[e]|t[e+1]<<8|t[e+2]<<16)+(t[e+3]<<24)}function ll(t,e,r){1===t&&r.readMessage(cl,e)}function cl(t,e,r){if(3===t){var n=r.readMessage(ul,{}),i=n.width,a=n.height,o=n.left,s=n.top,l=n.advance;e.push({id:n.id,bitmap:new ho({width:i+6,height:a+6},n.bitmap),metrics:{width:i,height:a,left:o,top:s,advance:l}})}}function ul(t,e,r){1===t?e.id=r.readVarint():2===t?e.bitmap=r.readBytes():3===t?e.width=r.readVarint():4===t?e.height=r.readVarint():5===t?e.left=r.readSVarint():6===t?e.top=r.readSVarint():7===t&&(e.advance=r.readVarint())}function fl(t){for(var e=0,r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];e+=a.w*a.h,r=Math.max(r,a.w)}t.sort((function(t,e){return e.h-t.h}));for(var o=[{x:0,y:0,w:Math.max(Math.ceil(Math.sqrt(e/.95)),r),h:1/0}],s=0,l=0,c=0,u=t;c<u.length;c+=1)for(var f=u[c],h=o.length-1;h>=0;h--){var p=o[h];if(!(f.w>p.w||f.h>p.h)){if(f.x=p.x,f.y=p.y,l=Math.max(l,f.y+f.h),s=Math.max(s,f.x+f.w),f.w===p.w&&f.h===p.h){var d=o.pop();h<o.length&&(o[h]=d)}else f.h===p.h?(p.x+=f.w,p.w-=f.w):f.w===p.w?(p.y+=f.h,p.h-=f.h):(o.push({x:p.x+f.w,y:p.y,w:p.w-f.w,h:f.h}),p.y+=f.h,p.h-=f.h);break}}return{w:s,h:l,fill:e/(s*l)||0}}Gs.prototype={destroy:function(){this.buf=null},readFields:function(t,e,r){for(r=r||this.length;this.pos<r;){var n=this.readVarint(),i=n>>3,a=this.pos;this.type=7&n,t(i,e,this),this.pos===a&&this.skip(n)}return e},readMessage:function(t,e){return this.readFields(t,e,this.readVarint()+this.pos)},readFixed32:function(){var t=al(this.buf,this.pos);return this.pos+=4,t},readSFixed32:function(){var t=sl(this.buf,this.pos);return this.pos+=4,t},readFixed64:function(){var t=al(this.buf,this.pos)+4294967296*al(this.buf,this.pos+4);return this.pos+=8,t},readSFixed64:function(){var t=al(this.buf,this.pos)+4294967296*sl(this.buf,this.pos+4);return this.pos+=8,t},readFloat:function(){var t=Vs(this.buf,this.pos,!0,23,4);return this.pos+=4,t},readDouble:function(){var t=Vs(this.buf,this.pos,!0,52,8);return this.pos+=8,t},readVarint:function(t){var e,r,n=this.buf;return e=127&(r=n[this.pos++]),r<128?e:(e|=(127&(r=n[this.pos++]))<<7,r<128?e:(e|=(127&(r=n[this.pos++]))<<14,r<128?e:(e|=(127&(r=n[this.pos++]))<<21,r<128?e:function(t,e,r){var n,i,a=r.buf;if(n=(112&(i=a[r.pos++]))>>4,i<128)return Xs(t,n,e);if(n|=(127&(i=a[r.pos++]))<<3,i<128)return Xs(t,n,e);if(n|=(127&(i=a[r.pos++]))<<10,i<128)return Xs(t,n,e);if(n|=(127&(i=a[r.pos++]))<<17,i<128)return Xs(t,n,e);if(n|=(127&(i=a[r.pos++]))<<24,i<128)return Xs(t,n,e);if(n|=(1&(i=a[r.pos++]))<<31,i<128)return Xs(t,n,e);throw new Error(\"Expected varint not more than 10 bytes\")}(e|=(15&(r=n[this.pos]))<<28,t,this))))},readVarint64:function(){return this.readVarint(!0)},readSVarint:function(){var t=this.readVarint();return t%2==1?(t+1)/-2:t/2},readBoolean:function(){return Boolean(this.readVarint())},readString:function(){var t=this.readVarint()+this.pos,e=this.pos;return this.pos=t,t-e>=12&&Ys?function(t,e,r){return Ys.decode(t.subarray(e,r))}(this.buf,e,t):function(t,e,r){for(var n=\"\",i=e;i<r;){var a,o,s,l=t[i],c=null,u=l>239?4:l>223?3:l>191?2:1;if(i+u>r)break;1===u?l<128&&(c=l):2===u?128==(192&(a=t[i+1]))&&(c=(31&l)<<6|63&a)<=127&&(c=null):3===u?(o=t[i+2],128==(192&(a=t[i+1]))&&128==(192&o)&&((c=(15&l)<<12|(63&a)<<6|63&o)<=2047||c>=55296&&c<=57343)&&(c=null)):4===u&&(o=t[i+2],s=t[i+3],128==(192&(a=t[i+1]))&&128==(192&o)&&128==(192&s)&&((c=(15&l)<<18|(63&a)<<12|(63&o)<<6|63&s)<=65535||c>=1114112)&&(c=null)),null===c?(c=65533,u=1):c>65535&&(c-=65536,n+=String.fromCharCode(c>>>10&1023|55296),c=56320|1023&c),n+=String.fromCharCode(c),i+=u}return n}(this.buf,e,t)},readBytes:function(){var t=this.readVarint()+this.pos,e=this.buf.subarray(this.pos,t);return this.pos=t,e},readPackedVarint:function(t,e){if(this.type!==Gs.Bytes)return t.push(this.readVarint(e));var r=Ws(this);for(t=t||[];this.pos<r;)t.push(this.readVarint(e));return t},readPackedSVarint:function(t){if(this.type!==Gs.Bytes)return t.push(this.readSVarint());var e=Ws(this);for(t=t||[];this.pos<e;)t.push(this.readSVarint());return t},readPackedBoolean:function(t){if(this.type!==Gs.Bytes)return t.push(this.readBoolean());var e=Ws(this);for(t=t||[];this.pos<e;)t.push(this.readBoolean());return t},readPackedFloat:function(t){if(this.type!==Gs.Bytes)return t.push(this.readFloat());var e=Ws(this);for(t=t||[];this.pos<e;)t.push(this.readFloat());return t},readPackedDouble:function(t){if(this.type!==Gs.Bytes)return t.push(this.readDouble());var e=Ws(this);for(t=t||[];this.pos<e;)t.push(this.readDouble());return t},readPackedFixed32:function(t){if(this.type!==Gs.Bytes)return t.push(this.readFixed32());var e=Ws(this);for(t=t||[];this.pos<e;)t.push(this.readFixed32());return t},readPackedSFixed32:function(t){if(this.type!==Gs.Bytes)return t.push(this.readSFixed32());var e=Ws(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed32());return t},readPackedFixed64:function(t){if(this.type!==Gs.Bytes)return t.push(this.readFixed64());var e=Ws(this);for(t=t||[];this.pos<e;)t.push(this.readFixed64());return t},readPackedSFixed64:function(t){if(this.type!==Gs.Bytes)return t.push(this.readSFixed64());var e=Ws(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed64());return t},skip:function(t){var e=7&t;if(e===Gs.Varint)for(;this.buf[this.pos++]>127;);else if(e===Gs.Bytes)this.pos=this.readVarint()+this.pos;else if(e===Gs.Fixed32)this.pos+=4;else{if(e!==Gs.Fixed64)throw new Error(\"Unimplemented type: \"+e);this.pos+=8}},writeTag:function(t,e){this.writeVarint(t<<3|e)},realloc:function(t){for(var e=this.length||16;e<this.pos+t;)e*=2;if(e!==this.length){var r=new Uint8Array(e);r.set(this.buf),this.buf=r,this.length=e}},finish:function(){return this.length=this.pos,this.pos=0,this.buf.subarray(0,this.length)},writeFixed32:function(t){this.realloc(4),ol(this.buf,t,this.pos),this.pos+=4},writeSFixed32:function(t){this.realloc(4),ol(this.buf,t,this.pos),this.pos+=4},writeFixed64:function(t){this.realloc(8),ol(this.buf,-1&t,this.pos),ol(this.buf,Math.floor(t*(1/4294967296)),this.pos+4),this.pos+=8},writeSFixed64:function(t){this.realloc(8),ol(this.buf,-1&t,this.pos),ol(this.buf,Math.floor(t*(1/4294967296)),this.pos+4),this.pos+=8},writeVarint:function(t){(t=+t||0)>268435455||t<0?function(t,e){var r,n;if(t>=0?(r=t%4294967296|0,n=t/4294967296|0):(n=~(-t/4294967296),4294967295^(r=~(-t%4294967296))?r=r+1|0:(r=0,n=n+1|0)),t>=0x10000000000000000||t<-0x10000000000000000)throw new Error(\"Given varint doesn't fit into 10 bytes\");e.realloc(10),function(t,e,r){r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,r.buf[r.pos]=127&(t>>>=7)}(r,0,e),function(t,e){var r=(7&t)<<4;e.buf[e.pos++]|=r|((t>>>=3)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t)))))}(n,e)}(t,this):(this.realloc(4),this.buf[this.pos++]=127&t|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=t>>>7&127))))},writeSVarint:function(t){this.writeVarint(t<0?2*-t-1:2*t)},writeBoolean:function(t){this.writeVarint(Boolean(t))},writeString:function(t){t=String(t),this.realloc(4*t.length),this.pos++;var e=this.pos;this.pos=function(t,e,r){for(var n,i,a=0;a<e.length;a++){if((n=e.charCodeAt(a))>55295&&n<57344){if(!i){n>56319||a+1===e.length?(t[r++]=239,t[r++]=191,t[r++]=189):i=n;continue}if(n<56320){t[r++]=239,t[r++]=191,t[r++]=189,i=n;continue}n=i-55296<<10|n-56320|65536,i=null}else i&&(t[r++]=239,t[r++]=191,t[r++]=189,i=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&Zs(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),qs(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),qs(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var n=this.pos-r;n>=128&&Zs(r,n,this),this.pos=r-1,this.writeVarint(n),this.pos+=n},writeMessage:function(t,e,r){this.writeTag(t,Gs.Bytes),this.writeRawMessage(e,r)},writePackedVarint:function(t,e){e.length&&this.writeMessage(t,Js,e)},writePackedSVarint:function(t,e){e.length&&this.writeMessage(t,Ks,e)},writePackedBoolean:function(t,e){e.length&&this.writeMessage(t,tl,e)},writePackedFloat:function(t,e){e.length&&this.writeMessage(t,Qs,e)},writePackedDouble:function(t,e){e.length&&this.writeMessage(t,$s,e)},writePackedFixed32:function(t,e){e.length&&this.writeMessage(t,el,e)},writePackedSFixed32:function(t,e){e.length&&this.writeMessage(t,rl,e)},writePackedFixed64:function(t,e){e.length&&this.writeMessage(t,nl,e)},writePackedSFixed64:function(t,e){e.length&&this.writeMessage(t,il,e)},writeBytesField:function(t,e){this.writeTag(t,Gs.Bytes),this.writeBytes(e)},writeFixed32Field:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeFixed32(e)},writeSFixed32Field:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeSFixed32(e)},writeFixed64Field:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeFixed64(e)},writeSFixed64Field:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeSFixed64(e)},writeVarintField:function(t,e){this.writeTag(t,Gs.Varint),this.writeVarint(e)},writeSVarintField:function(t,e){this.writeTag(t,Gs.Varint),this.writeSVarint(e)},writeStringField:function(t,e){this.writeTag(t,Gs.Bytes),this.writeString(e)},writeFloatField:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeFloat(e)},writeDoubleField:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeDouble(e)},writeBooleanField:function(t,e){this.writeVarintField(t,Boolean(e))}};var hl=function(t,e){var r=e.pixelRatio,n=e.version,i=e.stretchX,a=e.stretchY,o=e.content;this.paddedRect=t,this.pixelRatio=r,this.stretchX=i,this.stretchY=a,this.content=o,this.version=n},pl={tl:{configurable:!0},br:{configurable:!0},tlbr:{configurable:!0},displaySize:{configurable:!0}};pl.tl.get=function(){return[this.paddedRect.x+1,this.paddedRect.y+1]},pl.br.get=function(){return[this.paddedRect.x+this.paddedRect.w-1,this.paddedRect.y+this.paddedRect.h-1]},pl.tlbr.get=function(){return this.tl.concat(this.br)},pl.displaySize.get=function(){return[(this.paddedRect.w-2)/this.pixelRatio,(this.paddedRect.h-2)/this.pixelRatio]},Object.defineProperties(hl.prototype,pl);var dl=function(t,e){var r={},n={};this.haveRenderCallbacks=[];var i=[];this.addImages(t,r,i),this.addImages(e,n,i);var a=fl(i),o=new po({width:a.w||1,height:a.h||1});for(var s in t){var l=t[s],c=r[s].paddedRect;po.copy(l.data,o,{x:0,y:0},{x:c.x+1,y:c.y+1},l.data)}for(var u in e){var f=e[u],h=n[u].paddedRect,p=h.x+1,d=h.y+1,g=f.data.width,m=f.data.height;po.copy(f.data,o,{x:0,y:0},{x:p,y:d},f.data),po.copy(f.data,o,{x:0,y:m-1},{x:p,y:d-1},{width:g,height:1}),po.copy(f.data,o,{x:0,y:0},{x:p,y:d+m},{width:g,height:1}),po.copy(f.data,o,{x:g-1,y:0},{x:p-1,y:d},{width:1,height:m}),po.copy(f.data,o,{x:0,y:0},{x:p+g,y:d},{width:1,height:m})}this.image=o,this.iconPositions=r,this.patternPositions=n};dl.prototype.addImages=function(t,e,r){for(var n in t){var i=t[n],a={x:0,y:0,w:i.data.width+2,h:i.data.height+2};r.push(a),e[n]=new hl(a,i),i.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},dl.prototype.patchUpdatedImages=function(t,e){for(var r in t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},dl.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl;r.update(e.data,void 0,{x:n[0],y:n[1]})}},Dn(\"ImagePosition\",hl),Dn(\"ImageAtlas\",dl);var gl={horizontal:1,vertical:2,horizontalOnly:3},ml=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};ml.forText=function(t,e){var r=new ml;return r.scale=t||1,r.fontStack=e,r},ml.forImage=function(t){var e=new ml;return e.imageName=t,e};var vl=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function yl(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g){var m,v=vl.fromFeature(t,i);f===gl.vertical&&v.verticalizePunctuation();var y=ni.processBidirectionalText,x=ni.processStyledBidirectionalText;if(y&&1===v.sections.length){m=[];for(var b=0,_=y(v.toString(),Ml(v,c,a,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new vl;T.text=w,T.sections=v.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);m.push(T)}}else if(x){m=[];for(var M=0,A=x(v.text,v.sectionIndex,Ml(v,c,a,e,n,p,d));M<A.length;M+=1){var S=A[M],E=new vl;E.text=S[0],E.sectionIndex=S[1],E.sections=v.sections,m.push(E)}}else m=function(t,e){for(var r=[],n=t.text,i=0,a=0,o=e;a<o.length;a+=1){var s=o[a];r.push(t.substring(i,s)),i=s}return i<n.length&&r.push(t.substring(i,n.length)),r}(v,Ml(v,c,a,e,n,p,d));var C=[],L={positionedLines:C,text:v.toString(),top:u[1],bottom:u[1],left:u[0],right:u[0],writingMode:f,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,i,a,o,s,l,c,u,f){for(var h=0,p=-17,d=0,g=0,m=\"right\"===s?1:\"left\"===s?0:.5,v=0,y=0,x=i;y<x.length;y+=1){var b=x[y];b.trim();var _=b.getMaxScale(),w=24*(_-1),T={positionedGlyphs:[],lineOffset:0};t.positionedLines[v]=T;var k=T.positionedGlyphs,M=0;if(b.length()){for(var A=0;A<b.length();A++){var S=b.getSection(A),E=b.getSectionIndex(A),C=b.getCharCode(A),L=0,I=null,P=null,z=null,O=24,D=!(l===gl.horizontal||!u&&!Hn(C)||u&&(xl[C]||(H=C,Vn.Arabic(H)||Vn[\"Arabic Supplement\"](H)||Vn[\"Arabic Extended-A\"](H)||Vn[\"Arabic Presentation Forms-A\"](H)||Vn[\"Arabic Presentation Forms-B\"](H))));if(S.imageName){var R=n[S.imageName];if(!R)continue;z=S.imageName,t.iconsInText=t.iconsInText||!0,P=R.paddedRect;var F=R.displaySize;S.scale=24*S.scale/f,L=w+(24-F[1]*S.scale),O=(I={width:F[0],height:F[1],left:1,top:-3,advance:D?F[1]:F[0]}).advance;var B=D?F[0]*S.scale-24*_:F[1]*S.scale-24*_;B>0&&B>M&&(M=B)}else{var N=r[S.fontStack],j=N&&N[C];if(j&&j.rect)P=j.rect,I=j.metrics;else{var U=e[S.fontStack],V=U&&U[C];if(!V)continue;I=V.metrics}L=24*(_-S.scale)}D?(t.verticalizable=!0,k.push({glyph:C,imageName:z,x:h,y:p+L,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:I,rect:P}),h+=O*S.scale+c):(k.push({glyph:C,imageName:z,x:h,y:p+L,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:I,rect:P}),h+=I.advance*S.scale+c)}0!==k.length&&(d=Math.max(h-c,d),Sl(k,0,k.length-1,m,M)),h=0;var q=a*_+M;T.lineOffset=Math.max(M,w),p+=q,g=Math.max(q,g),++v}else p+=a,++v}var H,G=p- -17,Y=Al(o),W=Y.horizontalAlign,X=Y.verticalAlign;(function(t,e,r,n,i,a,o,s,l){var c,u=(e-r)*i;c=a!==o?-s*n- -17:(-n*l+.5)*o;for(var f=0,h=t;f<h.length;f+=1)for(var p=0,d=h[f].positionedGlyphs;p<d.length;p+=1){var g=d[p];g.x+=u,g.y+=c}})(t.positionedLines,m,W,X,d,g,a,G,i.length),t.top+=-X*G,t.bottom=t.top+G,t.left+=-W*d,t.right=t.left+d}(L,e,r,n,m,o,s,l,f,c,h,g),!function(t){for(var e=0,r=t;e<r.length;e+=1)if(0!==r[e].positionedGlyphs.length)return!1;return!0}(C)&&L}vl.fromFeature=function(t,e){for(var r=new vl,n=0;n<t.sections.length;n++){var i=t.sections[n];i.image?r.addImageSection(i):r.addTextSection(i,e)}return r},vl.prototype.length=function(){return this.text.length},vl.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},vl.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},vl.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},vl.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e=\"\",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,i=t.charCodeAt(r-1)||null;e+=n&&Gn(n)&&!Us[t[r+1]]||i&&Gn(i)&&!Us[t[r-1]]||!Us[t[r]]?t[r]:Us[t[r]]}return e}(this.text)},vl.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&xl[this.text.charCodeAt(e)];e++)t++;for(var r=this.text.length,n=this.text.length-1;n>=0&&n>=t&&xl[this.text.charCodeAt(n)];n--)r--;this.text=this.text.substring(t,r),this.sectionIndex=this.sectionIndex.slice(t,r)},vl.prototype.substring=function(t,e){var r=new vl;return r.text=this.text.substring(t,e),r.sectionIndex=this.sectionIndex.slice(t,e),r.sections=this.sections,r},vl.prototype.toString=function(){return this.text},vl.prototype.getMaxScale=function(){var t=this;return this.sectionIndex.reduce((function(e,r){return Math.max(e,t.sections[r].scale)}),0)},vl.prototype.addTextSection=function(t,e){this.text+=t.text,this.sections.push(ml.forText(t.scale,t.fontStack||e));for(var r=this.sections.length-1,n=0;n<t.text.length;++n)this.sectionIndex.push(r)},vl.prototype.addImageSection=function(t){var e=t.image?t.image.name:\"\";if(0!==e.length){var r=this.getNextImageSectionCharCode();r?(this.text+=String.fromCharCode(r),this.sections.push(ml.forImage(e)),this.sectionIndex.push(this.sections.length-1)):_(\"Reached maximum number of images 6401\")}else _(\"Can't add FormattedSection with an empty image.\")},vl.prototype.getNextImageSectionCharCode=function(){return this.imageSectionID?this.imageSectionID>=63743?null:++this.imageSectionID:(this.imageSectionID=57344,this.imageSectionID)};var xl={9:!0,10:!0,11:!0,12:!0,13:!0,32:!0},bl={};function _l(t,e,r,n,i,a){if(e.imageName){var o=n[e.imageName];return o?o.displaySize[0]*e.scale*24/a+i:0}var s=r[e.fontStack],l=s&&s[t];return l?l.metrics.advance*e.scale+i:0}function wl(t,e,r,n){var i=Math.pow(t-e,2);return n?t<e?i/2:2*i:i+Math.abs(r)*r}function Tl(t,e,r){var n=0;return 10===t&&(n-=1e4),r&&(n+=150),40!==t&&65288!==t||(n+=50),41!==e&&65289!==e||(n+=50),n}function kl(t,e,r,n,i,a){for(var o=null,s=wl(e,r,i,a),l=0,c=n;l<c.length;l+=1){var u=c[l],f=wl(e-u.x,r,i,a)+u.badness;f<=s&&(o=u,s=f)}return{index:t,x:e,priorBreak:o,badness:s}}function Ml(t,e,r,n,i,a,o){if(\"point\"!==a)return[];if(!t)return[];for(var s,l=[],c=function(t,e,r,n,i,a){for(var o=0,s=0;s<t.length();s++){var l=t.getSection(s);o+=_l(t.getCharCode(s),l,n,i,e,a)}return o/Math.max(1,Math.ceil(o/r))}(t,e,r,n,i,o),u=t.text.indexOf(\"\\u200b\")>=0,f=0,h=0;h<t.length();h++){var p=t.getSection(h),d=t.getCharCode(h);if(xl[d]||(f+=_l(d,p,n,i,e,o)),h<t.length()-1){var g=!((s=d)<11904||!(Vn[\"Bopomofo Extended\"](s)||Vn.Bopomofo(s)||Vn[\"CJK Compatibility Forms\"](s)||Vn[\"CJK Compatibility Ideographs\"](s)||Vn[\"CJK Compatibility\"](s)||Vn[\"CJK Radicals Supplement\"](s)||Vn[\"CJK Strokes\"](s)||Vn[\"CJK Symbols and Punctuation\"](s)||Vn[\"CJK Unified Ideographs Extension A\"](s)||Vn[\"CJK Unified Ideographs\"](s)||Vn[\"Enclosed CJK Letters and Months\"](s)||Vn[\"Halfwidth and Fullwidth Forms\"](s)||Vn.Hiragana(s)||Vn[\"Ideographic Description Characters\"](s)||Vn[\"Kangxi Radicals\"](s)||Vn[\"Katakana Phonetic Extensions\"](s)||Vn.Katakana(s)||Vn[\"Vertical Forms\"](s)||Vn[\"Yi Radicals\"](s)||Vn[\"Yi Syllables\"](s)));(bl[d]||g||p.imageName)&&l.push(kl(h+1,f,c,l,Tl(d,t.getCharCode(h+1),g&&u),!1))}}return function t(e){return e?t(e.priorBreak).concat(e.index):[]}(kl(t.length(),f,c,l,0,!0))}function Al(t){var e=.5,r=.5;switch(t){case\"right\":case\"top-right\":case\"bottom-right\":e=1;break;case\"left\":case\"top-left\":case\"bottom-left\":e=0}switch(t){case\"bottom\":case\"bottom-right\":case\"bottom-left\":r=1;break;case\"top\":case\"top-right\":case\"top-left\":r=0}return{horizontalAlign:e,verticalAlign:r}}function Sl(t,e,r,n,i){if(n||i)for(var a=t[r],o=(t[r].x+a.metrics.advance*a.scale)*n,s=e;s<=r;s++)t[s].x-=o,t[s].y+=i}function El(t,e,r,n,i,a){var o,s=t.image;if(s.content){var l=s.content,c=s.pixelRatio||1;o=[l[0]/c,l[1]/c,s.displaySize[0]-l[2]/c,s.displaySize[1]-l[3]/c]}var u,f,h,p,d=e.left*a,g=e.right*a;\"width\"===r||\"both\"===r?(p=i[0]+d-n[3],f=i[0]+g+n[1]):f=(p=i[0]+(d+g-s.displaySize[0])/2)+s.displaySize[0];var m=e.top*a,v=e.bottom*a;return\"height\"===r||\"both\"===r?(u=i[1]+m-n[0],h=i[1]+v+n[2]):h=(u=i[1]+(m+v-s.displaySize[1])/2)+s.displaySize[1],{image:s,top:u,right:f,bottom:h,left:p,collisionPadding:o}}bl[10]=!0,bl[32]=!0,bl[38]=!0,bl[40]=!0,bl[41]=!0,bl[43]=!0,bl[45]=!0,bl[47]=!0,bl[173]=!0,bl[183]=!0,bl[8203]=!0,bl[8208]=!0,bl[8211]=!0,bl[8231]=!0;var Cl=function(t){function e(e,r,n,i){t.call(this,e,r),this.angle=n,void 0!==i&&(this.segment=i)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.clone=function(){return new e(this.x,this.y,this.angle,this.segment)},e}(i);function Ll(t,e){var r=e.expression;if(\"constant\"===r.kind)return{kind:\"constant\",layoutSize:r.evaluate(new ii(t+1))};if(\"source\"===r.kind)return{kind:\"source\"};for(var n=r.zoomStops,i=r.interpolationType,a=0;a<n.length&&n[a]<=t;)a++;for(var o=a=Math.max(0,a-1);o<n.length&&n[o]<t+1;)o++;o=Math.min(n.length-1,o);var s=n[a],l=n[o];return\"composite\"===r.kind?{kind:\"composite\",minZoom:s,maxZoom:l,interpolationType:i}:{kind:\"camera\",minZoom:s,maxZoom:l,minSize:r.evaluate(new ii(s)),maxSize:r.evaluate(new ii(l)),interpolationType:i}}function Il(t,e,r){var n=e.uSize,i=r.lowerSize;return\"source\"===t.kind?i/128:\"composite\"===t.kind?Ue(i/128,r.upperSize/128,e.uSizeT):n}function Pl(t,e){var r=0,n=0;if(\"constant\"===t.kind)n=t.layoutSize;else if(\"source\"!==t.kind){var i=t.interpolationType,a=i?l(rr.interpolationFactor(i,e,t.minZoom,t.maxZoom),0,1):0;\"camera\"===t.kind?n=Ue(t.minSize,t.maxSize,a):r=a}return{uSizeT:r,uSize:n}}Dn(\"Anchor\",Cl);var zl=Object.freeze({__proto__:null,getSizeData:Ll,evaluateSizeForFeature:Il,evaluateSizeForZoom:Pl,SIZE_PACK_FACTOR:128});function Ol(t,e,r,n,i){if(void 0===e.segment)return!0;for(var a=e,o=e.segment+1,s=0;s>-r/2;){if(--o<0)return!1;s-=t[o].dist(a),a=t[o]}s+=t[o].dist(t[o+1]),o++;for(var l=[],c=0;s<r/2;){var u=t[o],f=t[o+1];if(!f)return!1;var h=t[o-1].angleTo(u)-u.angleTo(f);for(h=Math.abs((h+3*Math.PI)%(2*Math.PI)-Math.PI),l.push({distance:s,angleDelta:h}),c+=h;s-l[0].distance>n;)c-=l.shift().angleDelta;if(c>i)return!1;o++,s+=u.dist(f)}return!0}function Dl(t){for(var e=0,r=0;r<t.length-1;r++)e+=t[r].dist(t[r+1]);return e}function Rl(t,e,r){return t?.6*e*r:0}function Fl(t,e){return Math.max(t?t.right-t.left:0,e?e.right-e.left:0)}function Bl(t,e,r,n,i,a){for(var o=Rl(r,i,a),s=Fl(r,n)*a,l=0,c=Dl(t)/2,u=0;u<t.length-1;u++){var f=t[u],h=t[u+1],p=f.dist(h);if(l+p>c){var d=(c-l)/p,g=Ue(f.x,h.x,d),m=Ue(f.y,h.y,d),v=new Cl(g,m,h.angleTo(f),u);return v._round(),!o||Ol(t,v,s,o,e)?v:void 0}l+=p}}function Nl(t,e,r,n,i,a,o,s,l){var c=Rl(n,a,o),u=Fl(n,i),f=u*o,h=0===t[0].x||t[0].x===l||0===t[0].y||t[0].y===l;return e-f<e/4&&(e=f+e/4),function t(e,r,n,i,a,o,s,l,c){for(var u=o/2,f=Dl(e),h=0,p=r-n,d=[],g=0;g<e.length-1;g++){for(var m=e[g],v=e[g+1],y=m.dist(v),x=v.angleTo(m);p+n<h+y;){var b=((p+=n)-h)/y,_=Ue(m.x,v.x,b),w=Ue(m.y,v.y,b);if(_>=0&&_<c&&w>=0&&w<c&&p-u>=0&&p+u<=f){var T=new Cl(_,w,x,g);T._round(),i&&!Ol(e,T,o,i,a)||d.push(T)}}h+=y}return l||d.length||s||(d=t(e,h/2,n,i,a,o,s,!0,c)),d}(t,h?e/2*s%e:(u/2+2*a)*o*s%e,e,c,r,f,h,!1,l)}function jl(t,e,r,n,a){for(var o=[],s=0;s<t.length;s++)for(var l=t[s],c=void 0,u=0;u<l.length-1;u++){var f=l[u],h=l[u+1];f.x<e&&h.x<e||(f.x<e?f=new i(e,f.y+(e-f.x)/(h.x-f.x)*(h.y-f.y))._round():h.x<e&&(h=new i(e,f.y+(e-f.x)/(h.x-f.x)*(h.y-f.y))._round()),f.y<r&&h.y<r||(f.y<r?f=new i(f.x+(r-f.y)/(h.y-f.y)*(h.x-f.x),r)._round():h.y<r&&(h=new i(f.x+(r-f.y)/(h.y-f.y)*(h.x-f.x),r)._round()),f.x>=n&&h.x>=n||(f.x>=n?f=new i(n,f.y+(n-f.x)/(h.x-f.x)*(h.y-f.y))._round():h.x>=n&&(h=new i(n,f.y+(n-f.x)/(h.x-f.x)*(h.y-f.y))._round()),f.y>=a&&h.y>=a||(f.y>=a?f=new i(f.x+(a-f.y)/(h.y-f.y)*(h.x-f.x),a)._round():h.y>=a&&(h=new i(f.x+(a-f.y)/(h.y-f.y)*(h.x-f.x),a)._round()),c&&f.equals(c[c.length-1])||o.push(c=[f]),c.push(h)))))}return o}function Ul(t,e,r,n){var a=[],o=t.image,s=o.pixelRatio,l=o.paddedRect.w-2,c=o.paddedRect.h-2,u=t.right-t.left,f=t.bottom-t.top,h=o.stretchX||[[0,l]],p=o.stretchY||[[0,c]],d=function(t,e){return t+e[1]-e[0]},g=h.reduce(d,0),m=p.reduce(d,0),v=l-g,y=c-m,x=0,b=g,_=0,w=m,T=0,k=v,M=0,A=y;if(o.content&&n){var S=o.content;x=Vl(h,0,S[0]),_=Vl(p,0,S[1]),b=Vl(h,S[0],S[2]),w=Vl(p,S[1],S[3]),T=S[0]-x,M=S[1]-_,k=S[2]-S[0]-b,A=S[3]-S[1]-w}var E=function(n,a,l,c){var h=Hl(n.stretch-x,b,u,t.left),p=Gl(n.fixed-T,k,n.stretch,g),d=Hl(a.stretch-_,w,f,t.top),v=Gl(a.fixed-M,A,a.stretch,m),y=Hl(l.stretch-x,b,u,t.left),S=Gl(l.fixed-T,k,l.stretch,g),E=Hl(c.stretch-_,w,f,t.top),C=Gl(c.fixed-M,A,c.stretch,m),L=new i(h,d),I=new i(y,d),P=new i(y,E),z=new i(h,E),O=new i(p/s,v/s),D=new i(S/s,C/s),R=e*Math.PI/180;if(R){var F=Math.sin(R),B=Math.cos(R),N=[B,-F,F,B];L._matMult(N),I._matMult(N),z._matMult(N),P._matMult(N)}var j=n.stretch+n.fixed,U=a.stretch+a.fixed;return{tl:L,tr:I,bl:z,br:P,tex:{x:o.paddedRect.x+1+j,y:o.paddedRect.y+1+U,w:l.stretch+l.fixed-j,h:c.stretch+c.fixed-U},writingMode:void 0,glyphOffset:[0,0],sectionIndex:0,pixelOffsetTL:O,pixelOffsetBR:D,minFontScaleX:k/s/u,minFontScaleY:A/s/f,isSDF:r}};if(n&&(o.stretchX||o.stretchY))for(var C=ql(h,v,g),L=ql(p,y,m),I=0;I<C.length-1;I++)for(var P=C[I],z=C[I+1],O=0;O<L.length-1;O++)a.push(E(P,L[O],z,L[O+1]));else a.push(E({fixed:0,stretch:-1},{fixed:0,stretch:-1},{fixed:0,stretch:l+1},{fixed:0,stretch:c+1}));return a}function Vl(t,e,r){for(var n=0,i=0,a=t;i<a.length;i+=1){var o=a[i];n+=Math.max(e,Math.min(r,o[1]))-Math.max(e,Math.min(r,o[0]))}return n}function ql(t,e,r){for(var n=[{fixed:-1,stretch:0}],i=0,a=t;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],c=n[n.length-1];n.push({fixed:s-c.stretch,stretch:c.stretch}),n.push({fixed:s-c.stretch,stretch:c.stretch+(l-s)})}return n.push({fixed:e+1,stretch:r}),n}function Hl(t,e,r,n){return t/e*r+n}function Gl(t,e,r,n){return t-e*r/n}var Yl=function(t,e,r,n,a,o,s,l,c,u){if(this.boxStartIndex=t.length,c){var f=o.top,h=o.bottom,p=o.collisionPadding;p&&(f-=p[1],h+=p[3]);var d=h-f;d>0&&(d=Math.max(10,d),this.circleDiameter=d)}else{var g=o.top*s-l,m=o.bottom*s+l,v=o.left*s-l,y=o.right*s+l,x=o.collisionPadding;if(x&&(v-=x[0]*s,g-=x[1]*s,y+=x[2]*s,m+=x[3]*s),u){var b=new i(v,g),_=new i(y,g),w=new i(v,m),T=new i(y,m),k=u*Math.PI/180;b._rotate(k),_._rotate(k),w._rotate(k),T._rotate(k),v=Math.min(b.x,_.x,w.x,T.x),y=Math.max(b.x,_.x,w.x,T.x),g=Math.min(b.y,_.y,w.y,T.y),m=Math.max(b.y,_.y,w.y,T.y)}t.emplaceBack(e.x,e.y,v,g,y,m,r,n,a)}this.boxEndIndex=t.length},Wl=function(t,e){if(void 0===t&&(t=[]),void 0===e&&(e=Xl),this.data=t,this.length=this.data.length,this.compare=e,this.length>0)for(var r=(this.length>>1)-1;r>=0;r--)this._down(r)};function Xl(t,e){return t<e?-1:t>e?1:0}function Zl(t,e,r){void 0===e&&(e=1),void 0===r&&(r=!1);for(var n=1/0,a=1/0,o=-1/0,s=-1/0,l=t[0],c=0;c<l.length;c++){var u=l[c];(!c||u.x<n)&&(n=u.x),(!c||u.y<a)&&(a=u.y),(!c||u.x>o)&&(o=u.x),(!c||u.y>s)&&(s=u.y)}var f=Math.min(o-n,s-a),h=f/2,p=new Wl([],Jl);if(0===f)return new i(n,a);for(var d=n;d<o;d+=f)for(var g=a;g<s;g+=f)p.push(new Kl(d+h,g+h,h,t));for(var m=function(t){for(var e=0,r=0,n=0,i=t[0],a=0,o=i.length,s=o-1;a<o;s=a++){var l=i[a],c=i[s],u=l.x*c.y-c.x*l.y;r+=(l.x+c.x)*u,n+=(l.y+c.y)*u,e+=3*u}return new Kl(r/e,n/e,0,t)}(t),v=p.length;p.length;){var y=p.pop();(y.d>m.d||!m.d)&&(m=y,r&&console.log(\"found best %d after %d probes\",Math.round(1e4*y.d)/1e4,v)),y.max-m.d<=e||(p.push(new Kl(y.p.x-(h=y.h/2),y.p.y-h,h,t)),p.push(new Kl(y.p.x+h,y.p.y-h,h,t)),p.push(new Kl(y.p.x-h,y.p.y+h,h,t)),p.push(new Kl(y.p.x+h,y.p.y+h,h,t)),v+=4)}return r&&(console.log(\"num probes: \"+v),console.log(\"best distance: \"+m.d)),m.p}function Jl(t,e){return e.max-t.max}function Kl(t,e,r,n){this.p=new i(t,e),this.h=r,this.d=function(t,e){for(var r=!1,n=1/0,i=0;i<e.length;i++)for(var a=e[i],o=0,s=a.length,l=s-1;o<s;l=o++){var c=a[o],u=a[l];c.y>t.y!=u.y>t.y&&t.x<(u.x-c.x)*(t.y-c.y)/(u.y-c.y)+c.x&&(r=!r),n=Math.min(n,Ga(t,c,u))}return(r?1:-1)*Math.sqrt(n)}(this.p,n),this.max=this.d+this.h*Math.SQRT2}Wl.prototype.push=function(t){this.data.push(t),this.length++,this._up(this.length-1)},Wl.prototype.pop=function(){if(0!==this.length){var t=this.data[0],e=this.data.pop();return this.length--,this.length>0&&(this.data[0]=e,this._down(0)),t}},Wl.prototype.peek=function(){return this.data[0]},Wl.prototype._up=function(t){for(var e=this.data,r=this.compare,n=e[t];t>0;){var i=t-1>>1,a=e[i];if(r(n,a)>=0)break;e[t]=a,t=i}e[t]=n},Wl.prototype._down=function(t){for(var e=this.data,r=this.compare,n=this.length>>1,i=e[t];t<n;){var a=1+(t<<1),o=e[a],s=a+1;if(s<this.length&&r(e[s],o)<0&&(a=s,o=e[s]),r(o,i)>=0)break;e[t]=o,t=a}e[t]=i};var Ql=Number.POSITIVE_INFINITY;function $l(t,e){return e[1]!==Ql?function(t,e,r){var n=0,i=0;switch(e=Math.abs(e),r=Math.abs(r),t){case\"top-right\":case\"top-left\":case\"top\":i=r-7;break;case\"bottom-right\":case\"bottom-left\":case\"bottom\":i=7-r}switch(t){case\"top-right\":case\"bottom-right\":case\"right\":n=-e;break;case\"top-left\":case\"bottom-left\":case\"left\":n=e}return[n,i]}(t,e[0],e[1]):function(t,e){var r=0,n=0;e<0&&(e=0);var i=e/Math.sqrt(2);switch(t){case\"top-right\":case\"top-left\":n=i-7;break;case\"bottom-right\":case\"bottom-left\":n=7-i;break;case\"bottom\":n=7-e;break;case\"top\":n=e-7}switch(t){case\"top-right\":case\"bottom-right\":r=-i;break;case\"top-left\":case\"bottom-left\":r=i;break;case\"left\":r=e;break;case\"right\":r=-e}return[r,n]}(t,e[0])}function tc(t){switch(t){case\"right\":case\"top-right\":case\"bottom-right\":return\"right\";case\"left\":case\"top-left\":case\"bottom-left\":return\"left\"}return\"center\"}function ec(t,e,r,n,a,o,s,l,c,u,f,h,p,d,g){var m=function(t,e,r,n,a,o,s,l){for(var c=n.layout.get(\"text-rotate\").evaluate(o,{})*Math.PI/180,u=[],f=0,h=e.positionedLines;f<h.length;f+=1)for(var p=h[f],d=0,g=p.positionedGlyphs;d<g.length;d+=1){var m=g[d];if(m.rect){var v=m.rect||{},y=4,x=!0,b=1,_=0,w=(a||l)&&m.vertical,T=m.metrics.advance*m.scale/2;if(l&&e.verticalizable&&(_=p.lineOffset/2-(m.imageName?-(24-m.metrics.width*m.scale)/2:24*(m.scale-1))),m.imageName){var k=s[m.imageName];x=k.sdf,y=1/(b=k.pixelRatio)}var M=a?[m.x+T,m.y]:[0,0],A=a?[0,0]:[m.x+T+r[0],m.y+r[1]-_],S=[0,0];w&&(S=A,A=[0,0]);var E=(m.metrics.left-y)*m.scale-T+A[0],C=(-m.metrics.top-y)*m.scale+A[1],L=E+v.w*m.scale/b,I=C+v.h*m.scale/b,P=new i(E,C),z=new i(L,C),O=new i(E,I),D=new i(L,I);if(w){var R=new i(-T,T- -17),F=-Math.PI/2,B=12-T,N=new i(22-B,-(m.imageName?B:0)),j=new(Function.prototype.bind.apply(i,[null].concat(S)));P._rotateAround(F,R)._add(N)._add(j),z._rotateAround(F,R)._add(N)._add(j),O._rotateAround(F,R)._add(N)._add(j),D._rotateAround(F,R)._add(N)._add(j)}if(c){var U=Math.sin(c),V=Math.cos(c),q=[V,-U,U,V];P._matMult(q),z._matMult(q),O._matMult(q),D._matMult(q)}var H=new i(0,0),G=new i(0,0);u.push({tl:P,tr:z,bl:O,br:D,tex:v,writingMode:e.writingMode,glyphOffset:M,sectionIndex:m.sectionIndex,isSDF:x,pixelOffsetTL:H,pixelOffsetBR:G,minFontScaleX:0,minFontScaleY:0})}}return u}(0,r,l,a,o,s,n,t.allowVerticalPlacement),v=t.textSizeData,y=null;\"source\"===v.kind?(y=[128*a.layout.get(\"text-size\").evaluate(s,{})])[0]>32640&&_(t.layerIds[0]+': Value for \"text-size\" is >= 255. Reduce your \"text-size\".'):\"composite\"===v.kind&&((y=[128*d.compositeTextSizes[0].evaluate(s,{},g),128*d.compositeTextSizes[1].evaluate(s,{},g)])[0]>32640||y[1]>32640)&&_(t.layerIds[0]+': Value for \"text-size\" is >= 255. Reduce your \"text-size\".'),t.addSymbols(t.text,m,y,l,o,s,u,e,c.lineStartIndex,c.lineLength,p,g);for(var x=0,b=f;x<b.length;x+=1)h[b[x]]=t.text.placedSymbolArray.length-1;return 4*m.length}function rc(t){for(var e in t)return t[e];return null}function nc(t,e,r,n){var i=t.compareText;if(e in i){for(var a=i[e],o=a.length-1;o>=0;o--)if(n.dist(a[o])<r)return!0}else i[e]=[];return i[e].push(n),!1}var ic=gs.VectorTileFeature.types,ac=[{name:\"a_fade_opacity\",components:1,type:\"Uint8\",offset:0}];function oc(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=s?Math.min(32640,Math.round(s[0])):0,d=s?Math.min(32640,Math.round(s[1])):0;t.emplaceBack(e,r,Math.round(32*n),Math.round(32*i),a,o,(p<<1)+(l?1:0),d,16*c,16*u,256*f,256*h)}function sc(t,e,r){t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r)}function lc(t){for(var e=0,r=t.sections;e<r.length;e+=1)if(Xn(r[e].text))return!0;return!1}var cc=function(t){this.layoutVertexArray=new Li,this.indexArray=new Fi,this.programConfigurations=t,this.segments=new ia,this.dynamicLayoutVertexArray=new Ii,this.opacityVertexArray=new Pi,this.placedSymbolArray=new Ji};cc.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length},cc.prototype.upload=function(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ds.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,Rs.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,ac,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))},cc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},Dn(\"SymbolBuffers\",cc);var uc=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new ia,this.collisionVertexArray=new Ri};uc.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,Fs.members,!0)},uc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},Dn(\"CollisionBuffers\",uc);var fc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=eo([]),this.placementViewportMatrix=eo([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=Ll(this.zoom,e[\"text-size\"]),this.iconSizeData=Ll(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),i=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==i&&void 0!==n.constantOr(1),this.sortFeaturesByY=(\"viewport-y\"===i||\"auto\"===i&&!this.sortFeaturesByKey)&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return gl[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};fc.prototype.createArrays=function(){this.text=new cc(new Ia(Ds.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new cc(new Ia(Ds.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new $i,this.lineVertexArray=new ta,this.symbolInstances=new Qi},fc.prototype.calculateGlyphDependencies=function(t,e,r,n,i){for(var a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){var o=Us[t.charAt(a)];o&&(e[o.charCodeAt(0)]=!0)}},fc.prototype.populate=function(t,e,r){var n=this.layers[0],i=n.layout,a=i.get(\"text-font\"),o=i.get(\"text-field\"),s=i.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof te&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==a.value.kind||a.value.value.length>0),c=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,u=i.get(\"symbol-sort-key\");if(this.features=[],l||c){for(var f=e.iconDependencies,h=e.glyphDependencies,p=e.availableImages,d=new ii(this.zoom),g=0,m=t;g<m.length;g+=1){var v=m[g],y=v.feature,x=v.id,b=v.index,_=v.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:y.type,id:x,properties:y.properties,geometry:w?Da(y):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=Da(y));var k=void 0;if(l){var M=n.getValueAndResolveTokens(\"text-field\",T,r,p),A=te.factory(M);lc(A)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===ei()||this.hasRTLText&&ni.isParsed())&&(k=js(A,n,T))}var S=void 0;if(c){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof ee?E:ee.fromString(E)}if(k||S){var C=this.sortFeaturesByKey?u.evaluate(T,{},r):void 0,L={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:Da(y),properties:y.properties,type:ic[y.type],sortKey:C};if(this.features.push(L),S&&(f[S.name]=!0),k){var I=a.evaluate(T,{},r).join(\",\"),P=\"map\"===i.get(\"text-rotation-alignment\")&&\"point\"!==i.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(gl.vertical)>=0;for(var z=0,O=k.sections;z<O.length;z+=1){var D=O[z];if(D.image)f[D.image.name]=!0;else{var R=qn(k.toString()),F=D.fontStack||I,B=h[F]=h[F]||{};this.calculateGlyphDependencies(D.text,B,P,this.allowVerticalPlacement,R)}}}}}}\"line\"===i.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){var a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){var a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var c=0;c<t.length;c++){var u=t[c],f=u.geometry,h=u.text?u.text.toString():null;if(h){var p=l(h,f),d=l(h,f,!0);if(p in r&&d in e&&r[p]!==e[d]){var g=s(p,d,f),m=o(p,d,n[g].geometry);delete e[p],delete r[d],r[l(h,n[m].geometry,!0)]=m,n[g].geometry=null}else p in r?o(p,d,f):d in e?s(p,d,f):(a(c),e[p]=i-1,r[d]=i-1)}else a(c)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},fc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},fc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},fc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},fc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},fc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},fc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},fc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),i=t.dist(e[t.segment]),a={},o=t.segment+1;o<e.length;o++)a[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)a[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:i},s>0&&(i+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=a[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},fc.prototype.addSymbols=function(t,e,r,n,i,a,o,s,l,c,u,f){for(var h=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,h,a.sortKey),g=this.glyphOffsetArray.length,m=d.vertexLength,v=this.allowVerticalPlacement&&o===gl.vertical?Math.PI/2:0,y=a.text&&a.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,M=b.tex,A=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,C=b.minFontScaleY,L=b.glyphOffset,I=b.isSDF,P=b.sectionIndex,z=d.vertexLength,O=L[1];oc(p,s.x,s.y,_.x,O+_.y,M.x,M.y,r,I,A.x,A.y,E,C),oc(p,s.x,s.y,w.x,O+w.y,M.x+M.w,M.y,r,I,S.x,A.y,E,C),oc(p,s.x,s.y,T.x,O+T.y,M.x,M.y+M.h,r,I,A.x,S.y,E,C),oc(p,s.x,s.y,k.x,O+k.y,M.x+M.w,M.y+M.h,r,I,S.x,S.y,E,C),sc(t.dynamicLayoutVertexArray,s,v),h.emplaceBack(z,z+1,z+2),h.emplaceBack(z+1,z+2,z+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(L[0]),x!==e.length-1&&P===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,a,a.index,{},f,y&&y[P])}t.placedSymbolArray.emplaceBack(s.x,s.y,g,this.glyphOffsetArray.length-g,m,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,u)},fc.prototype._addCollisionDebugVertex=function(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))},fc.prototype.addCollisionDebugVertices=function(t,e,r,n,a,o,s){var l=a.segments.prepareSegment(4,a.layoutVertexArray,a.indexArray),c=l.vertexLength,u=a.layoutVertexArray,f=a.collisionVertexArray,h=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(u,f,o,h,p,new i(t,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,n)),this._addCollisionDebugVertex(u,f,o,h,p,new i(t,n)),l.vertexLength+=4;var d=a.indexArray;d.emplaceBack(c,c+1),d.emplaceBack(c+1,c+2),d.emplaceBack(c+2,c+3),d.emplaceBack(c+3,c),l.primitiveLength+=4},fc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var i=t;i<e;i++){var a=this.collisionBoxArray.get(i);this.addCollisionDebugVertices(a.x1,a.y1,a.x2,a.y2,n?this.textCollisionBox:this.iconCollisionBox,a.anchorPoint,r)}},fc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new uc(Oi,Bs.members,qi),this.iconCollisionBox=new uc(Oi,Bs.members,qi);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},fc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,i,a,o,s,l){for(var c={},u=e;u<r;u++){var f=t.get(u);c.textBox={x1:f.x1,y1:f.y1,x2:f.x2,y2:f.y2,anchorPointX:f.anchorPointX,anchorPointY:f.anchorPointY},c.textFeatureIndex=f.featureIndex;break}for(var h=n;h<i;h++){var p=t.get(h);c.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},c.verticalTextFeatureIndex=p.featureIndex;break}for(var d=a;d<o;d++){var g=t.get(d);c.iconBox={x1:g.x1,y1:g.y1,x2:g.x2,y2:g.y2,anchorPointX:g.anchorPointX,anchorPointY:g.anchorPointY},c.iconFeatureIndex=g.featureIndex;break}for(var m=s;m<l;m++){var v=t.get(m);c.verticalIconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},c.verticalIconFeatureIndex=v.featureIndex;break}return c},fc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},fc.prototype.hasTextData=function(){return this.text.segments.get().length>0},fc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},fc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},fc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},fc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},fc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,i=r.vertexStartIndex;i<n;i+=4)t.indexArray.emplaceBack(i,i+1,i+2),t.indexArray.emplaceBack(i+1,i+2,i+3)},fc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[],o=0;o<this.symbolInstances.length;++o){a.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),i.push(s.featureIndex)}return a.sort((function(t,e){return n[t]-n[e]||i[e]-i[t]})),a},fc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},fc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var i=this.symbolInstances.get(n[r]);this.featureSortOrder.push(i.featureIndex),[i.rightJustifiedTextSymbolIndex,i.centerJustifiedTextSymbolIndex,i.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),i.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,i.verticalPlacedTextSymbolIndex),i.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,i.placedIconSymbolIndex),i.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,i.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},Dn(\"SymbolBucket\",fc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),fc.MAX_GLYPHS=65535,fc.addDynamicAttributes=sc;var hc=new yi({\"symbol-placement\":new pi(At.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new pi(At.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new pi(At.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new di(At.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new pi(At.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new pi(At.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new pi(At.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new pi(At.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new pi(At.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new di(At.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new pi(At.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new pi(At.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new di(At.layout_symbol[\"icon-image\"]),\"icon-rotate\":new di(At.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new pi(At.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new pi(At.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new di(At.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new di(At.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new pi(At.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new pi(At.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new pi(At.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new di(At.layout_symbol[\"text-field\"]),\"text-font\":new di(At.layout_symbol[\"text-font\"]),\"text-size\":new di(At.layout_symbol[\"text-size\"]),\"text-max-width\":new di(At.layout_symbol[\"text-max-width\"]),\"text-line-height\":new pi(At.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new di(At.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new di(At.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new di(At.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new pi(At.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new di(At.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new pi(At.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new pi(At.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new di(At.layout_symbol[\"text-rotate\"]),\"text-padding\":new pi(At.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new pi(At.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new di(At.layout_symbol[\"text-transform\"]),\"text-offset\":new di(At.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new pi(At.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new pi(At.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new pi(At.layout_symbol[\"text-optional\"])}),pc={paint:new yi({\"icon-opacity\":new di(At.paint_symbol[\"icon-opacity\"]),\"icon-color\":new di(At.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new di(At.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new di(At.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new di(At.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new pi(At.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new pi(At.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new di(At.paint_symbol[\"text-opacity\"]),\"text-color\":new di(At.paint_symbol[\"text-color\"],{runtimeType:Bt,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new di(At.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new di(At.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new di(At.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new pi(At.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new pi(At.paint_symbol[\"text-translate-anchor\"])}),layout:hc},dc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Ot,this.defaultValue=t};dc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},dc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},dc.prototype.outputDefined=function(){return!1},dc.prototype.serialize=function(){return null},Dn(\"FormatSectionOverride\",dc,{omit:[\"defaultValue\"]});var gc=function(t){function e(e){t.call(this,e,pc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(this.layout._values[\"icon-rotation-alignment\"]=\"point\"!==this.layout.get(\"symbol-placement\")?\"map\":\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(this.layout._values[\"text-rotation-alignment\"]=\"point\"!==this.layout.get(\"symbol-placement\")?\"map\":\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var i=[],a=0,o=n;a<o.length;a+=1){var s=o[a];i.indexOf(s)<0&&i.push(s)}this.layout._values[\"text-writing-mode\"]=i}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||Vr(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,i)},e.prototype.createBucket=function(t){return new fc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=pc.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var i,a=this.paint.get(n),o=new dc(a),s=new Ur(o,a.property.specification);i=\"constant\"===a.value.kind||\"source\"===a.value.kind?new Hr(\"source\",s):new Gr(\"composite\",s,a.value.zoomStops,a.value._interpolationType),this.paint._values[n]=new fi(a.property,i,a.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=pc.paint.properties[e],i=!1,a=function(t){for(var e=0,r=t;e<r.length;e+=1)if(n.overrides&&n.overrides.hasOverride(r[e]))return void(i=!0)};if(\"constant\"===r.value.kind&&r.value.value instanceof te)a(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){i||(t instanceof oe&&ie(t.value)===Vt?a(t.value.sections):t instanceof ue?a(t.sections):t.eachChild(o))},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return i},e}(xi),mc={paint:new yi({\"background-color\":new pi(At.paint_background[\"background-color\"]),\"background-pattern\":new mi(At.paint_background[\"background-pattern\"]),\"background-opacity\":new pi(At.paint_background[\"background-opacity\"])})},vc=function(t){function e(e){t.call(this,e,mc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(xi),yc={paint:new yi({\"raster-opacity\":new pi(At.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new pi(At.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new pi(At.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new pi(At.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new pi(At.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new pi(At.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new pi(At.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new pi(At.paint_raster[\"raster-fade-duration\"])})},xc=function(t){function e(e){t.call(this,e,yc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(xi),bc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(xi),_c={circle:oo,heatmap:vo,hillshade:xo,fill:as,\"fill-extrusion\":ws,line:zs,symbol:gc,background:vc,raster:xc},wc=self.HTMLImageElement,Tc=self.HTMLCanvasElement,kc=self.HTMLVideoElement,Mc=self.ImageData,Ac=self.ImageBitmap,Sc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Sc.prototype.update=function(t,e,r){var n=t.width,i=t.height,a=!(this.size&&this.size[0]===n&&this.size[1]===i||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),a)this.size=[n,i],t instanceof wc||t instanceof Tc||t instanceof kc||t instanceof Mc||Ac&&t instanceof Ac?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,i,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof wc||t instanceof Tc||t instanceof kc||t instanceof Mc||Ac&&t instanceof Ac?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,i,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Sc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Sc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Sc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Ec=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};Ec.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},Ec.prototype.remove=function(){delete this._channel,this._callback=function(){}};var Cc=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},g([\"receive\",\"process\"],this),this.invoker=new Ec(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=k()?t:self};function Lc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}Cc.prototype.send=function(t,e,r,n,i){var a=this;void 0===i&&(i=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=S(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:i,sourceMapId:this.mapId,data:Nn(e,s)},s),{cancel:function(){r&&delete a.callbacks[o],a.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:a.mapId})}}},Cc.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else k()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},Cc.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},Cc.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(jn(e.error)):n(null,jn(e.data)))}else{var i=!1,a=S(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){i=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?Nn(e):null,data:Nn(n,a)},a)}:function(t){i=!0},s=null,l=jn(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var c=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,c[0],l.source)[c[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!i&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},Cc.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Ic=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Ic.prototype.setNorthEast=function(t){return this._ne=t instanceof Pc?new Pc(t.lng,t.lat):Pc.convert(t),this},Ic.prototype.setSouthWest=function(t){return this._sw=t instanceof Pc?new Pc(t.lng,t.lat):Pc.convert(t),this},Ic.prototype.extend=function(t){var e,r,n=this._sw,i=this._ne;if(t instanceof Pc)e=t,r=t;else{if(!(t instanceof Ic))return Array.isArray(t)?4===t.length||t.every(Array.isArray)?this.extend(Ic.convert(t)):this.extend(Pc.convert(t)):this;if(r=t._ne,!(e=t._sw)||!r)return this}return n||i?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),i.lng=Math.max(r.lng,i.lng),i.lat=Math.max(r.lat,i.lat)):(this._sw=new Pc(e.lng,e.lat),this._ne=new Pc(r.lng,r.lat)),this},Ic.prototype.getCenter=function(){return new Pc((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Ic.prototype.getSouthWest=function(){return this._sw},Ic.prototype.getNorthEast=function(){return this._ne},Ic.prototype.getNorthWest=function(){return new Pc(this.getWest(),this.getNorth())},Ic.prototype.getSouthEast=function(){return new Pc(this.getEast(),this.getSouth())},Ic.prototype.getWest=function(){return this._sw.lng},Ic.prototype.getSouth=function(){return this._sw.lat},Ic.prototype.getEast=function(){return this._ne.lng},Ic.prototype.getNorth=function(){return this._ne.lat},Ic.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Ic.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Ic.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Ic.prototype.contains=function(t){var e=Pc.convert(t),r=e.lng,n=e.lat,i=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(i=this._sw.lng>=r&&r>=this._ne.lng),this._sw.lat<=n&&n<=this._ne.lat&&i},Ic.convert=function(t){return!t||t instanceof Ic?t:new Ic(t)};var Pc=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Pc.prototype.wrap=function(){return new Pc(c(this.lng,-180,180),this.lat)},Pc.prototype.toArray=function(){return[this.lng,this.lat]},Pc.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Pc.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return 6371008.8*Math.acos(Math.min(i,1))},Pc.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Ic(new Pc(this.lng-r,this.lat-e),new Pc(this.lng+r,this.lat+e))},Pc.convert=function(t){if(t instanceof Pc)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Pc(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Pc(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var zc=2*Math.PI*6371008.8;function Oc(t){return zc*Math.cos(t*Math.PI/180)}function Dc(t){return(180+t)/360}function Rc(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Fc(t,e){return t/Oc(e)}function Bc(t){return 360/Math.PI*Math.atan(Math.exp((180-360*t)*Math.PI/180))-90}var Nc=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};Nc.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Pc.convert(t);return new Nc(Dc(r.lng),Rc(r.lat),Fc(e,r.lat))},Nc.prototype.toLngLat=function(){return new Pc(360*this.x-180,Bc(this.y))},Nc.prototype.toAltitude=function(){return this.z*Oc(Bc(this.y))},Nc.prototype.meterInMercatorCoordinateUnits=function(){return 1/zc*(t=Bc(this.y),1/Math.cos(t*Math.PI/180));var t};var jc=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=qc(0,t,t,e,r)};jc.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},jc.prototype.url=function(t,e){var r,n,i,a,o,s=(n=this.y,i=this.z,a=Lc(256*(r=this.x),256*(n=Math.pow(2,i)-n-1),i),o=Lc(256*(r+1),256*(n+1),i),a[0]+\",\"+a[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,i=\"\",a=t;a>0;a--)i+=(e&(n=1<<a-1)?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},jc.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new i(8192*(t.x*e-this.x),8192*(t.y*e-this.y))},jc.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var Uc=function(t,e){this.wrap=t,this.canonical=e,this.key=qc(t,e.z,e.z,e.x,e.y)},Vc=function(t,e,r,n,i){this.overscaledZ=t,this.wrap=e,this.canonical=new jc(r,+n,+i),this.key=qc(e,t,r,n,i)};function qc(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);var a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}Vc.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},Vc.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new Vc(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new Vc(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},Vc.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?qc(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):qc(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},Vc.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},Vc.prototype.children=function(t){if(this.overscaledZ>=t)return[new Vc(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new Vc(e,this.wrap,e,r,n),new Vc(e,this.wrap,e,r+1,n),new Vc(e,this.wrap,e,r,n+1),new Vc(e,this.wrap,e,r+1,n+1)]},Vc.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},Vc.prototype.wrapped=function(){return new Vc(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},Vc.prototype.unwrapTo=function(t){return new Vc(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},Vc.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},Vc.prototype.toUnwrapped=function(){return new Uc(this.wrap,this.canonical)},Vc.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},Vc.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new Nc(t.x-this.wrap,t.y))},Dn(\"CanonicalTileID\",jc),Dn(\"OverscaledTileID\",Vc,{omit:[\"posMatrix\"]});var Hc=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return _('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var i=0;i<n;i++)this.data[this._idx(-1,i)]=this.data[this._idx(0,i)],this.data[this._idx(n,i)]=this.data[this._idx(n-1,i)],this.data[this._idx(i,-1)]=this.data[this._idx(i,0)],this.data[this._idx(i,n)]=this.data[this._idx(i,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};Hc.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},Hc.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},Hc.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},Hc.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},Hc.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},Hc.prototype.getPixels=function(){return new po({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},Hc.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}for(var s=-e*this.dim,l=-r*this.dim,c=a;c<o;c++)for(var u=n;u<i;u++)this.data[this._idx(u,c)]=t.data[this._idx(u+s,c+l)]},Dn(\"DEMData\",Hc);var Gc=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};Gc.prototype.encode=function(t){return this._stringToNumber[t]},Gc.prototype.decode=function(t){return this._numberToString[t]};var Yc=function(t,e,r,n,i){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i},Wc={geometry:{configurable:!0}};Wc.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},Wc.geometry.set=function(t){this._geometry=t},Yc.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(Yc.prototype,Wc);var Xc=function(){this.state={},this.stateChanges={},this.deletedStates={}};Xc.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},u(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var i in this.deletedStates[t]={},this.state[t])i!==n&&(this.deletedStates[t][i]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var a in this.deletedStates[t][n]={},this.state[t][n])r[a]||(this.deletedStates[t][n][a]=null);else for(var o in r)this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]},Xc.prototype.removeFeatureState=function(t,e,r){if(null!==this.deletedStates[t]){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}},Xc.prototype.getState=function(t,e){var r=String(e),n=u({},(this.state[t]||{})[r],(this.stateChanges[t]||{})[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var i=this.deletedStates[t][e];if(null===i)return{};for(var a in i)delete n[a]}return n},Xc.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},Xc.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var i={};for(var a in this.stateChanges[n])this.state[n][a]||(this.state[n][a]={}),u(this.state[n][a],this.stateChanges[n][a]),i[a]=this.state[n][a];r[n]=i}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var f=0,h=Object.keys(this.deletedStates[o][c]);f<h.length;f+=1)delete this.state[o][c][h[f]];s[c]=this.state[o][c]}r[o]=r[o]||{},u(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var p in t)t[p].setFeatureState(r,e)};var Zc=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new Ln(8192,16,0),this.grid3D=new Ln(8192,16,0),this.featureIndexArray=new ra,this.promoteId=e};function Jc(t,e,r,n,i){return v(t,(function(t,a){var o=e instanceof hi?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function Kc(t){for(var e=1/0,r=1/0,n=-1/0,i=-1/0,a=0,o=t;a<o.length;a+=1){var s=o[a];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),i=Math.max(i,s.y)}return{minX:e,minY:r,maxX:n,maxY:i}}function Qc(t,e){return e-t}Zc.prototype.insert=function(t,e,r,n,i,a){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);for(var s=a?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],f=0;f<c.length;f++){var h=c[f];u[0]=Math.min(u[0],h.x),u[1]=Math.min(u[1],h.y),u[2]=Math.max(u[2],h.x),u[3]=Math.max(u[3],h.y)}u[0]<8192&&u[1]<8192&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},Zc.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new gs.VectorTile(new Hs(this.rawTileData)).layers,this.sourceLayerCoder=new Gc(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},Zc.prototype.query=function(t,e,r,n){var a=this;this.loadVTLayers();for(var o=t.params||{},s=8192/t.tileSize/t.scale,l=rn(o.filter),c=t.queryGeometry,u=t.queryPadding*s,f=Kc(c),h=this.grid.query(f.minX-u,f.minY-u,f.maxX+u,f.maxY+u),p=Kc(t.cameraQueryGeometry),d=0,g=this.grid3D.query(p.minX-u,p.minY-u,p.maxX+u,p.maxY+u,(function(e,r,n,a){return function(t,e,r,n,a){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&a>=l.y)return!0}var c=[new i(e,r),new i(e,a),new i(n,a),new i(n,r)];if(t.length>2)for(var u=0,f=c;u<f.length;u+=1)if(Wa(t,f[u]))return!0;for(var h=0;h<t.length-1;h++)if(Xa(t[h],t[h+1],c))return!0;return!1}(t.cameraQueryGeometry,e-u,r-u,n+u,a+u)}));d<g.length;d+=1)h.push(g[d]);h.sort(Qc);for(var m,v={},y=function(i){var u=h[i];if(u!==m){m=u;var f=a.featureIndexArray.get(u),p=null;a.loadMatchingFeature(v,f.bucketIndex,f.sourceLayerIndex,f.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=Da(e)),r.queryIntersectsFeature(c,e,n,p,a.z,t.transform,s,t.pixelPosMatrix)}))}},x=0;x<h.length;x++)y(x);return v},Zc.prototype.loadMatchingFeature=function(t,e,r,n,i,a,o,s,l,c,u){var f=this.bucketLayerIDs[e];if(!a||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,f)){var h=this.sourceLayerCoder.decode(r),p=this.vtLayers[h].feature(n);if(i.filter(new ii(this.tileID.overscaledZ),p))for(var d=this.getId(p,h),g=0;g<f.length;g++){var m=f[g];if(!(a&&a.indexOf(m)<0)){var v=s[m];if(v){var y={};void 0!==d&&c&&(y=c.getState(v.sourceLayer||\"_geojsonTileLayer\",d));var x=l[m];x.paint=Jc(x.paint,v.paint,p,y,o),x.layout=Jc(x.layout,v.layout,p,y,o);var b=!u||u(p,v,y);if(b){var _=new Yc(p,this.z,this.x,this.y,d);_.layer=x;var w=t[m];void 0===w&&(w=t[m]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},Zc.prototype.lookupSymbolFeatures=function(t,e,r,n,i,a,o,s){var l={};this.loadVTLayers();for(var c=rn(i),u=0,f=t;u<f.length;u+=1)this.loadMatchingFeature(l,r,n,f[u],c,a,o,s,e);return l},Zc.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,i=r[e];n<i.length;n+=1)if(t===i[n])return!0;return!1},Zc.prototype.getId=function(t,e){var r=t.id;return this.promoteId&&\"boolean\"==typeof(r=t.properties[\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e]])&&(r=Number(r)),r},Dn(\"FeatureIndex\",Zc,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var $c=function(t,e){this.tileID=t,this.uid=h(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};$c.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<R.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},$c.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},$c.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=a[i],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1)r[s[o].id]=t}},i=0,a=t;i<a.length;i+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var i=this.buckets[n];if(i instanceof fc){if(this.hasSymbolBuckets=!0,!r)break;i.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var a in this.buckets){var o=this.buckets[a];if(o instanceof fc&&o.hasRTLText){this.hasRTLText=!0,ni.isLoading()||ni.isLoaded()||\"deferred\"!==ei()||ri();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new Xi},$c.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},$c.prototype.getBucket=function(t){return this.buckets[t.id]},$c.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Sc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Sc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},$c.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},$c.prototype.queryRenderedFeatures=function(t,e,r,n,i,a,o,s,l,c){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:c,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},$c.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),i=e?e.sourceLayer:\"\",a=n._geojsonTileLayer||n[i];if(a)for(var o=rn(e&&e.filter),s=this.tileID.canonical,l=s.z,c=s.x,u=s.y,f={z:l,x:c,y:u},h=0;h<a.length;h++){var p=a.feature(h);if(o.filter(new ii(this.tileID.overscaledZ),p)){var d=r.getId(p,i),g=new Yc(p,l,c,u,d);g.tile=f,t.push(g)}}}},$c.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},$c.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},$c.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=M(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),i=!1;if(this.expirationTime>n)i=!1;else if(e)if(this.expirationTime<e)i=!0;else{var a=this.expirationTime-e;a?this.expirationTime=n+Math.max(a,3e4):i=!0}else i=!0;i?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},$c.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},$c.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var i=this.buckets[n],a=i.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[a],s=t[a];if(o&&s&&0!==Object.keys(s).length){i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}}},$c.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},$c.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<R.now()},$c.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},$c.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=R.now()+t},$c.prototype.setDependencies=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1)r[i[n]]=!0;this.dependencies[t]=r},$c.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var i=this.dependencies[n[r]];if(i)for(var a=0,o=e;a<o.length;a+=1)if(i[o[a]])return!0}return!1};var tu=self.performance,eu=function(t){this._marks={start:[t.url,\"start\"].join(\"#\"),end:[t.url,\"end\"].join(\"#\"),measure:t.url.toString()},tu.mark(this._marks.start)};eu.prototype.finish=function(){tu.mark(this._marks.end);var t=tu.getEntriesByName(this._marks.measure);return 0===t.length&&(tu.measure(this._marks.measure,this._marks.start,this._marks.end),t=tu.getEntriesByName(this._marks.measure),tu.clearMarks(this._marks.start),tu.clearMarks(this._marks.end),tu.clearMeasures(this._marks.measure)),t},t.Actor=Cc,t.AlphaImage=ho,t.CanonicalTileID=jc,t.CollisionBoxArray=Xi,t.Color=Kt,t.DEMData=Hc,t.DataConstantProperty=pi,t.DictionaryCoder=Gc,t.EXTENT=8192,t.ErrorEvent=kt,t.EvaluationParameters=ii,t.Event=Tt,t.Evented=Mt,t.FeatureIndex=Zc,t.FillBucket=rs,t.FillExtrusionBucket=xs,t.ImageAtlas=dl,t.ImagePosition=hl,t.LineBucket=Cs,t.LngLat=Pc,t.LngLatBounds=Ic,t.MercatorCoordinate=Nc,t.ONE_EM=24,t.OverscaledTileID=Vc,t.Point=i,t.Point$1=i,t.Properties=yi,t.Protobuf=Hs,t.RGBAImage=po,t.RequestManager=q,t.RequestPerformance=eu,t.ResourceType=ht,t.SegmentVector=ia,t.SourceFeatureState=Xc,t.StructArrayLayout1ui2=Hi,t.StructArrayLayout2f1f2i16=Di,t.StructArrayLayout2i4=Mi,t.StructArrayLayout3ui6=Fi,t.StructArrayLayout4i8=Ai,t.SymbolBucket=fc,t.Texture=Sc,t.Tile=$c,t.Transitionable=si,t.Uniform1f=va,t.Uniform1i=ma,t.Uniform2f=ya,t.Uniform3f=xa,t.Uniform4f=ba,t.UniformColor=_a,t.UniformMatrix4f=Ta,t.UnwrappedTileID=Uc,t.ValidationError=St,t.WritingMode=gl,t.ZoomHistory=Un,t.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t},t.addDynamicAttributes=sc,t.asyncAll=function(t,e,r){if(!t.length)return r(null,[]);var n=t.length,i=new Array(t.length),a=null;t.forEach((function(t,o){e(t,(function(t,e){t&&(a=t),i[o]=e,0==--n&&r(a,i)}))}))},t.bezier=o,t.bindAll=g,t.browser=R,t.cacheEntryPossiblyAdded=function(t){++ut>ot&&(t.getActor().send(\"enforceCacheSizeLimit\",at),ut=0)},t.clamp=l,t.clearTileCache=function(t){var e=self.caches.delete(\"mapbox-tiles\");t&&e.catch(t).then((function(){return t()}))},t.clipLine=jl,t.clone=function(t){var e=new to(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e},t.clone$1=x,t.clone$2=function(t){var e=new to(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e},t.collisionCircleLayout=Ns,t.config=F,t.create=function(){var t=new to(16);return to!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[11]=0,t[12]=0,t[13]=0,t[14]=0),t[0]=1,t[5]=1,t[10]=1,t[15]=1,t},t.create$1=function(){var t=new to(9);return to!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[5]=0,t[6]=0,t[7]=0),t[0]=1,t[4]=1,t[8]=1,t},t.create$2=function(){var t=new to(4);return to!=Float32Array&&(t[1]=0,t[2]=0),t[0]=1,t[3]=1,t},t.createCommonjsModule=e,t.createExpression=qr,t.createLayout=Ti,t.createStyleLayer=function(t){return\"custom\"===t.type?new bc(t):new _c[t.type](t)},t.cross=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2];return t[0]=i*l-a*s,t[1]=a*o-n*l,t[2]=n*s-i*o,t},t.deepEqual=function t(e,r){if(Array.isArray(e)){if(!Array.isArray(r)||e.length!==r.length)return!1;for(var n=0;n<e.length;n++)if(!t(e[n],r[n]))return!1;return!0}if(\"object\"==typeof e&&null!==e&&null!==r){if(\"object\"!=typeof r)return!1;if(Object.keys(e).length!==Object.keys(r).length)return!1;for(var i in e)if(!t(e[i],r[i]))return!1;return!0}return e===r},t.dot=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]},t.dot$1=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]+t[3]*e[3]},t.ease=s,t.emitValidationErrors=Cn,t.endsWith=m,t.enforceCacheSizeLimit=function(t){st(),Q&&Q.then((function(e){e.keys().then((function(r){for(var n=0;n<r.length-t;n++)e.delete(r[n])}))}))},t.evaluateSizeForFeature=Il,t.evaluateSizeForZoom=Pl,t.evaluateVariableOffset=$l,t.evented=ti,t.extend=u,t.featureFilter=rn,t.filterObject=y,t.fromRotation=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=-r,t[4]=n,t[5]=0,t[6]=0,t[7]=0,t[8]=1,t},t.getAnchorAlignment=Al,t.getAnchorJustification=tc,t.getArrayBuffer=yt,t.getImage=bt,t.getJSON=function(t,e){return vt(u(t,{type:\"json\"}),e)},t.getRTLTextPluginStatus=ei,t.getReferrer=mt,t.getVideo=function(t,e){var r,n,i=self.document.createElement(\"video\");i.muted=!0,i.onloadstart=function(){e(null,i)};for(var a=0;a<t.length;a++){var o=self.document.createElement(\"source\");r=t[a],n=void 0,(n=self.document.createElement(\"a\")).href=r,(n.protocol!==self.document.location.protocol||n.host!==self.document.location.host)&&(i.crossOrigin=\"Anonymous\"),o.src=t[a],i.appendChild(o)}return{cancel:function(){}}},t.identity=eo,t.invert=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],f=e[9],h=e[10],p=e[11],d=e[12],g=e[13],m=e[14],v=e[15],y=r*s-n*o,x=r*l-i*o,b=r*c-a*o,_=n*l-i*s,w=n*c-a*s,T=i*c-a*l,k=u*g-f*d,M=u*m-h*d,A=u*v-p*d,S=f*m-h*g,E=f*v-p*g,C=h*v-p*m,L=y*C-x*E+b*S+_*A-w*M+T*k;return L?(t[0]=(s*C-l*E+c*S)*(L=1/L),t[1]=(i*E-n*C-a*S)*L,t[2]=(g*T-m*w+v*_)*L,t[3]=(h*w-f*T-p*_)*L,t[4]=(l*A-o*C-c*M)*L,t[5]=(r*C-i*A+a*M)*L,t[6]=(m*b-d*T-v*x)*L,t[7]=(u*T-h*b+p*x)*L,t[8]=(o*E-s*A+c*k)*L,t[9]=(n*A-r*E-a*k)*L,t[10]=(d*w-g*b+v*y)*L,t[11]=(f*b-u*w-p*y)*L,t[12]=(s*M-o*S-l*k)*L,t[13]=(r*S-n*M+i*k)*L,t[14]=(g*x-d*_-m*y)*L,t[15]=(u*_-f*x+h*y)*L,t):null},t.isChar=Vn,t.isMapboxURL=H,t.keysDifference=function(t,e){var r=[];for(var n in t)n in e||r.push(n);return r},t.makeRequest=vt,t.mapObject=v,t.mercatorXfromLng=Dc,t.mercatorYfromLat=Rc,t.mercatorZfromAltitude=Fc,t.mul=io,t.multiply=ro,t.mvt=gs,t.normalize=function(t,e){var r=e[0],n=e[1],i=e[2],a=r*r+n*n+i*i;return a>0&&(a=1/Math.sqrt(a)),t[0]=e[0]*a,t[1]=e[1]*a,t[2]=e[2]*a,t},t.number=Ue,t.offscreenCanvasSupported=ft,t.ortho=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t},t.parseGlyphPBF=function(t){return new Hs(t).readFields(ll,[])},t.pbf=Hs,t.performSymbolLayout=function(t,e,r,n,i,a,o){t.createArrays(),t.tilePixelRatio=8192/(512*t.overscaling),t.compareText={},t.iconsNeedLinear=!1;var s=t.layers[0].layout,l=t.layers[0]._unevaluatedLayout._values,c={};if(\"composite\"===t.textSizeData.kind){var u=t.textSizeData,f=u.maxZoom;c.compositeTextSizes=[l[\"text-size\"].possiblyEvaluate(new ii(u.minZoom),o),l[\"text-size\"].possiblyEvaluate(new ii(f),o)]}if(\"composite\"===t.iconSizeData.kind){var h=t.iconSizeData,p=h.maxZoom;c.compositeIconSizes=[l[\"icon-size\"].possiblyEvaluate(new ii(h.minZoom),o),l[\"icon-size\"].possiblyEvaluate(new ii(p),o)]}c.layoutTextSize=l[\"text-size\"].possiblyEvaluate(new ii(t.zoom+1),o),c.layoutIconSize=l[\"icon-size\"].possiblyEvaluate(new ii(t.zoom+1),o),c.textMaxSize=l[\"text-size\"].possiblyEvaluate(new ii(18));for(var d=24*s.get(\"text-line-height\"),g=\"map\"===s.get(\"text-rotation-alignment\")&&\"point\"!==s.get(\"symbol-placement\"),m=s.get(\"text-keep-upright\"),v=s.get(\"text-size\"),y=function(){var a=b[x],l=s.get(\"text-font\").evaluate(a,{},o).join(\",\"),u=v.evaluate(a,{},o),f=c.layoutTextSize.evaluate(a,{},o),h=c.layoutIconSize.evaluate(a,{},o),p={horizontal:{},vertical:void 0},y=a.text,w=[0,0];if(y){var T=y.toString(),k=24*s.get(\"text-letter-spacing\").evaluate(a,{},o),M=function(t){for(var e=0,r=t;e<r.length;e+=1)if(n=r[e].charCodeAt(0),Vn.Arabic(n)||Vn[\"Arabic Supplement\"](n)||Vn[\"Arabic Extended-A\"](n)||Vn[\"Arabic Presentation Forms-A\"](n)||Vn[\"Arabic Presentation Forms-B\"](n))return!1;var n;return!0}(T)?k:0,A=s.get(\"text-anchor\").evaluate(a,{},o),S=s.get(\"text-variable-anchor\");if(!S){var E=s.get(\"text-radial-offset\").evaluate(a,{},o);w=E?$l(A,[24*E,Ql]):s.get(\"text-offset\").evaluate(a,{},o).map((function(t){return 24*t}))}var C=g?\"center\":s.get(\"text-justify\").evaluate(a,{},o),L=s.get(\"symbol-placement\"),I=\"point\"===L?24*s.get(\"text-max-width\").evaluate(a,{},o):0,P=function(){t.allowVerticalPlacement&&qn(T)&&(p.vertical=yl(y,e,r,i,l,I,d,A,\"left\",M,w,gl.vertical,!0,L,f,u))};if(!g&&S){for(var z=\"auto\"===C?S.map((function(t){return tc(t)})):[C],O=!1,D=0;D<z.length;D++){var R=z[D];if(!p.horizontal[R])if(O)p.horizontal[R]=p.horizontal[0];else{var F=yl(y,e,r,i,l,I,d,\"center\",R,M,w,gl.horizontal,!1,L,f,u);F&&(p.horizontal[R]=F,O=1===F.positionedLines.length)}}P()}else{\"auto\"===C&&(C=tc(A));var B=yl(y,e,r,i,l,I,d,A,C,M,w,gl.horizontal,!1,L,f,u);B&&(p.horizontal[C]=B),P(),qn(T)&&g&&m&&(p.vertical=yl(y,e,r,i,l,I,d,A,C,M,w,gl.vertical,!1,L,f,u))}}var N=void 0,j=!1;if(a.icon&&a.icon.name){var U=n[a.icon.name];U&&(N=function(t,e,r){var n=Al(r),i=e[0]-t.displaySize[0]*n.horizontalAlign,a=e[1]-t.displaySize[1]*n.verticalAlign;return{image:t,top:a,bottom:a+t.displaySize[1],left:i,right:i+t.displaySize[0]}}(i[a.icon.name],s.get(\"icon-offset\").evaluate(a,{},o),s.get(\"icon-anchor\").evaluate(a,{},o)),j=U.sdf,void 0===t.sdfIcons?t.sdfIcons=U.sdf:t.sdfIcons!==U.sdf&&_(\"Style sheet warning: Cannot mix SDF and non-SDF icons in one buffer\"),(U.pixelRatio!==t.pixelRatio||0!==s.get(\"icon-rotate\").constantOr(1))&&(t.iconsNeedLinear=!0))}var V=rc(p.horizontal)||p.vertical;t.iconsInText=!!V&&V.iconsInText,(V||N)&&function(t,e,r,n,i,a,o,s,l,c,u){var f=a.textMaxSize.evaluate(e,{});void 0===f&&(f=o);var h,p=t.layers[0].layout,d=p.get(\"icon-offset\").evaluate(e,{},u),g=rc(r.horizontal),m=o/24,v=t.tilePixelRatio*m,y=t.tilePixelRatio*f/24,x=t.tilePixelRatio*s,b=t.tilePixelRatio*p.get(\"symbol-spacing\"),w=p.get(\"text-padding\")*t.tilePixelRatio,T=p.get(\"icon-padding\")*t.tilePixelRatio,k=p.get(\"text-max-angle\")/180*Math.PI,M=\"map\"===p.get(\"text-rotation-alignment\")&&\"point\"!==p.get(\"symbol-placement\"),A=\"map\"===p.get(\"icon-rotation-alignment\")&&\"point\"!==p.get(\"symbol-placement\"),S=p.get(\"symbol-placement\"),E=b/2,C=p.get(\"icon-text-fit\");n&&\"none\"!==C&&(t.allowVerticalPlacement&&r.vertical&&(h=El(n,r.vertical,C,p.get(\"icon-text-fit-padding\"),d,m)),g&&(n=El(n,g,C,p.get(\"icon-text-fit-padding\"),d,m)));var L=function(s,f){f.x<0||f.x>=8192||f.y<0||f.y>=8192||function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,w,T,k,M){var A,S,E,C,L,I=t.addToLineVertexArray(e,r),P=0,z=0,O=0,D=0,R=-1,F=-1,B={},N=ca(\"\"),j=0,U=0;if(void 0===s._unevaluatedLayout.getValue(\"text-radial-offset\")?(j=(A=s.layout.get(\"text-offset\").evaluate(b,{},k).map((function(t){return 24*t})))[0],U=A[1]):(j=24*s.layout.get(\"text-radial-offset\").evaluate(b,{},k),U=Ql),t.allowVerticalPlacement&&n.vertical){var V=s.layout.get(\"text-rotate\").evaluate(b,{},k)+90;C=new Yl(l,e,c,u,f,n.vertical,h,p,d,V),o&&(L=new Yl(l,e,c,u,f,o,m,v,d,V))}if(i){var q=s.layout.get(\"icon-rotate\").evaluate(b,{}),H=\"none\"!==s.layout.get(\"icon-text-fit\"),G=Ul(i,q,T,H),Y=o?Ul(o,q,T,H):void 0;E=new Yl(l,e,c,u,f,i,m,v,!1,q),P=4*G.length;var W=t.iconSizeData,X=null;\"source\"===W.kind?(X=[128*s.layout.get(\"icon-size\").evaluate(b,{})])[0]>32640&&_(t.layerIds[0]+': Value for \"icon-size\" is >= 255. Reduce your \"icon-size\".'):\"composite\"===W.kind&&((X=[128*w.compositeIconSizes[0].evaluate(b,{},k),128*w.compositeIconSizes[1].evaluate(b,{},k)])[0]>32640||X[1]>32640)&&_(t.layerIds[0]+': Value for \"icon-size\" is >= 255. Reduce your \"icon-size\".'),t.addSymbols(t.icon,G,X,x,y,b,!1,e,I.lineStartIndex,I.lineLength,-1,k),R=t.icon.placedSymbolArray.length-1,Y&&(z=4*Y.length,t.addSymbols(t.icon,Y,X,x,y,b,gl.vertical,e,I.lineStartIndex,I.lineLength,-1,k),F=t.icon.placedSymbolArray.length-1)}for(var Z in n.horizontal){var J=n.horizontal[Z];if(!S){N=ca(J.text);var K=s.layout.get(\"text-rotate\").evaluate(b,{},k);S=new Yl(l,e,c,u,f,J,h,p,d,K)}var Q=1===J.positionedLines.length;if(O+=ec(t,e,J,a,s,d,b,g,I,n.vertical?gl.horizontal:gl.horizontalOnly,Q?Object.keys(n.horizontal):[Z],B,R,w,k),Q)break}n.vertical&&(D+=ec(t,e,n.vertical,a,s,d,b,g,I,gl.vertical,[\"vertical\"],B,F,w,k));var $=S?S.boxStartIndex:t.collisionBoxArray.length,tt=S?S.boxEndIndex:t.collisionBoxArray.length,et=C?C.boxStartIndex:t.collisionBoxArray.length,rt=C?C.boxEndIndex:t.collisionBoxArray.length,nt=E?E.boxStartIndex:t.collisionBoxArray.length,it=E?E.boxEndIndex:t.collisionBoxArray.length,at=L?L.boxStartIndex:t.collisionBoxArray.length,ot=L?L.boxEndIndex:t.collisionBoxArray.length,st=-1,lt=function(t,e){return t&&t.circleDiameter?Math.max(t.circleDiameter,e):e};st=lt(S,st),st=lt(C,st),st=lt(E,st);var ct=(st=lt(L,st))>-1?1:0;ct&&(st*=M/24),t.glyphOffsetArray.length>=fc.MAX_GLYPHS&&_(\"Too many glyphs being rendered in a tile. See https://github.com/mapbox/mapbox-gl-js/issues/2907\"),void 0!==b.sortKey&&t.addToSortKeyRanges(t.symbolInstances.length,b.sortKey),t.symbolInstances.emplaceBack(e.x,e.y,B.right>=0?B.right:-1,B.center>=0?B.center:-1,B.left>=0?B.left:-1,B.vertical||-1,R,F,N,$,tt,et,rt,nt,it,at,ot,c,O,D,P,z,ct,0,h,j,U,st)}(t,f,s,r,n,i,h,t.layers[0],t.collisionBoxArray,e.index,e.sourceLayerIndex,t.index,v,w,M,l,x,T,A,d,e,a,c,u,o)};if(\"line\"===S)for(var I=0,P=jl(e.geometry,0,0,8192,8192);I<P.length;I+=1)for(var z=P[I],O=0,D=Nl(z,b,k,r.vertical||g,n,24,y,t.overscaling,8192);O<D.length;O+=1){var R=D[O];g&&nc(t,g.text,E,R)||L(z,R)}else if(\"line-center\"===S)for(var F=0,B=e.geometry;F<B.length;F+=1){var N=B[F];if(N.length>1){var j=Bl(N,k,r.vertical||g,n,24,y);j&&L(N,j)}}else if(\"Polygon\"===e.type)for(var U=0,V=Qo(e.geometry,0);U<V.length;U+=1){var q=V[U],H=Zl(q,16);L(q[0],new Cl(H.x,H.y,0))}else if(\"LineString\"===e.type)for(var G=0,Y=e.geometry;G<Y.length;G+=1){var W=Y[G];L(W,new Cl(W[0].x,W[0].y,0))}else if(\"Point\"===e.type)for(var X=0,Z=e.geometry;X<Z.length;X+=1)for(var J=0,K=Z[X];J<K.length;J+=1){var Q=K[J];L([Q],new Cl(Q.x,Q.y,0))}}(t,a,p,N,n,c,f,h,w,j,o)},x=0,b=t.features;x<b.length;x+=1)y();a&&t.generateCollisionDebugBuffers()},t.perspective=function(t,e,r,n,i){var a,o=1/Math.tan(e/2);return t[0]=o/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=o,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[11]=-1,t[12]=0,t[13]=0,t[15]=0,null!=i&&i!==1/0?(t[10]=(i+n)*(a=1/(n-i)),t[14]=2*i*n*a):(t[10]=-1,t[14]=-2*n),t},t.pick=function(t,e){for(var r={},n=0;n<e.length;n++){var i=e[n];i in t&&(r[i]=t[i])}return r},t.plugin=ni,t.polygonIntersectsPolygon=Ba,t.postMapLoadEvent=it,t.postTurnstileEvent=rt,t.potpack=fl,t.refProperties=[\"type\",\"source\",\"source-layer\",\"minzoom\",\"maxzoom\",\"filter\",\"layout\"],t.register=Dn,t.registerForPluginStateChange=function(t){return t({pluginStatus:Jn,pluginURL:Kn}),ti.on(\"pluginStateChange\",t),t},t.rotate=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=Math.sin(r),l=Math.cos(r);return t[0]=n*l+a*s,t[1]=i*l+o*s,t[2]=n*-s+a*l,t[3]=i*-s+o*l,t},t.rotateX=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],f=e[10],h=e[11];return e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[4]=a*i+c*n,t[5]=o*i+u*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=c*i-a*n,t[9]=u*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t},t.rotateZ=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],f=e[6],h=e[7];return e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i+c*n,t[1]=o*i+u*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=c*i-a*n,t[5]=u*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t},t.scale=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t},t.scale$1=function(t,e,r){return t[0]=e[0]*r,t[1]=e[1]*r,t[2]=e[2]*r,t[3]=e[3]*r,t},t.scale$2=function(t,e,r){return t[0]=e[0]*r,t[1]=e[1]*r,t[2]=e[2]*r,t},t.setCacheLimits=function(t,e){at=t,ot=e},t.setRTLTextPlugin=function(t,e,r){if(void 0===r&&(r=!1),\"deferred\"===Jn||\"loading\"===Jn||\"loaded\"===Jn)throw new Error(\"setRTLTextPlugin cannot be called multiple times.\");Kn=R.resolveURL(t),Jn=\"deferred\",Zn=e,$n(),r||ri()},t.sphericalToCartesian=function(t){var e=t[0],r=t[1],n=t[2];return r+=90,r*=Math.PI/180,n*=Math.PI/180,{x:e*Math.cos(r)*Math.sin(n),y:e*Math.sin(r)*Math.sin(n),z:e*Math.cos(n)}},t.sqrLen=function(t){var e=t[0],r=t[1];return e*e+r*r},t.styleSpec=At,t.sub=function(t,e,r){return t[0]=e[0]-r[0],t[1]=e[1]-r[1],t[2]=e[2]-r[2],t},t.symbolSize=zl,t.transformMat3=function(t,e,r){var n=e[0],i=e[1],a=e[2];return t[0]=n*r[0]+i*r[3]+a*r[6],t[1]=n*r[1]+i*r[4]+a*r[7],t[2]=n*r[2]+i*r[5]+a*r[8],t},t.transformMat4=ao,t.translate=function(t,e,r){var n,i,a,o,s,l,c,u,f,h,p,d,g=r[0],m=r[1],v=r[2];return e===t?(t[12]=e[0]*g+e[4]*m+e[8]*v+e[12],t[13]=e[1]*g+e[5]*m+e[9]*v+e[13],t[14]=e[2]*g+e[6]*m+e[10]*v+e[14],t[15]=e[3]*g+e[7]*m+e[11]*v+e[15]):(i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n=e[0],t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*g+s*m+f*v+e[12],t[13]=i*g+l*m+h*v+e[13],t[14]=a*g+c*m+p*v+e[14],t[15]=o*g+u*m+d*v+e[15]),t},t.triggerPluginCompletionEvent=Qn,t.uniqueId=h,t.validateCustomStyleLayer=function(t){var e=[],r=t.id;return void 0===r&&e.push({message:\"layers.\"+r+': missing required property \"id\"'}),void 0===t.render&&e.push({message:\"layers.\"+r+': missing required method \"render\"'}),t.renderingMode&&\"2d\"!==t.renderingMode&&\"3d\"!==t.renderingMode&&e.push({message:\"layers.\"+r+': property \"renderingMode\" must be either \"2d\" or \"3d\"'}),e},t.validateLight=An,t.validateStyle=Mn,t.values=function(t){var e=[];for(var r in t)e.push(t[r]);return e},t.vectorTile=gs,t.version=\"1.10.1\",t.warnOnce=_,t.webpSupported=B,t.window=self,t.wrap=c})),n(0,(function(t){function e(t){var r=typeof t;if(\"number\"===r||\"boolean\"===r||\"string\"===r||null==t)return JSON.stringify(t);if(Array.isArray(t)){for(var n=\"[\",i=0,a=t;i<a.length;i+=1)n+=e(a[i])+\",\";return n+\"]\"}for(var o=Object.keys(t).sort(),s=\"{\",l=0;l<o.length;l++)s+=JSON.stringify(o[l])+\":\"+e(t[o[l]])+\",\";return s+\"}\"}function r(r){for(var n=\"\",i=0,a=t.refProperties;i<a.length;i+=1)n+=\"/\"+e(r[a[i]]);return n}var n=function(t){this.keyCache={},t&&this.replace(t)};n.prototype.replace=function(t){this._layerConfigs={},this._layers={},this.update(t,[])},n.prototype.update=function(e,n){for(var i=this,a=0,o=e;a<o.length;a+=1){var s=o[a];this._layerConfigs[s.id]=s;var l=this._layers[s.id]=t.createStyleLayer(s);l._featureFilter=t.featureFilter(l.filter),this.keyCache[s.id]&&delete this.keyCache[s.id]}for(var c=0,u=n;c<u.length;c+=1){var f=u[c];delete this.keyCache[f],delete this._layerConfigs[f],delete this._layers[f]}this.familiesBySource={};for(var h=0,p=function(t,e){for(var n={},i=0;i<t.length;i++){var a=e&&e[t[i].id]||r(t[i]);e&&(e[t[i].id]=a);var o=n[a];o||(o=n[a]=[]),o.push(t[i])}var s=[];for(var l in n)s.push(n[l]);return s}(t.values(this._layerConfigs),this.keyCache);h<p.length;h+=1){var d=p[h].map((function(t){return i._layers[t.id]})),g=d[0];if(\"none\"!==g.visibility){var m=g.source||\"\",v=this.familiesBySource[m];v||(v=this.familiesBySource[m]={});var y=g.sourceLayer||\"_geojsonTileLayer\",x=v[y];x||(x=v[y]=[]),x.push(d)}}};var i=function(e){var r={},n=[];for(var i in e){var a=e[i],o=r[i]={};for(var s in a){var l=a[+s];if(l&&0!==l.bitmap.width&&0!==l.bitmap.height){var c={x:0,y:0,w:l.bitmap.width+2,h:l.bitmap.height+2};n.push(c),o[s]={rect:c,metrics:l.metrics}}}}var u=t.potpack(n),f=new t.AlphaImage({width:u.w||1,height:u.h||1});for(var h in e){var p=e[h];for(var d in p){var g=p[+d];if(g&&0!==g.bitmap.width&&0!==g.bitmap.height){var m=r[h][d].rect;t.AlphaImage.copy(g.bitmap,f,{x:0,y:0},{x:m.x+1,y:m.y+1},g.bitmap)}}}this.image=f,this.positions=r};t.register(\"GlyphAtlas\",i);var a=function(e){this.tileID=new t.OverscaledTileID(e.tileID.overscaledZ,e.tileID.wrap,e.tileID.canonical.z,e.tileID.canonical.x,e.tileID.canonical.y),this.uid=e.uid,this.zoom=e.zoom,this.pixelRatio=e.pixelRatio,this.tileSize=e.tileSize,this.source=e.source,this.overscaling=this.tileID.overscaleFactor(),this.showCollisionBoxes=e.showCollisionBoxes,this.collectResourceTiming=!!e.collectResourceTiming,this.returnDependencies=!!e.returnDependencies,this.promoteId=e.promoteId};function o(e,r,n){for(var i=new t.EvaluationParameters(r),a=0,o=e;a<o.length;a+=1)o[a].recalculate(i,n)}function s(e,r){var n=t.getArrayBuffer(e.request,(function(e,n,i,a){e?r(e):n&&r(null,{vectorTile:new t.vectorTile.VectorTile(new t.pbf(n)),rawData:n,cacheControl:i,expires:a})}));return function(){n.cancel(),r()}}a.prototype.parse=function(e,r,n,a,s){var l=this;this.status=\"parsing\",this.data=e,this.collisionBoxArray=new t.CollisionBoxArray;var c=new t.DictionaryCoder(Object.keys(e.layers).sort()),u=new t.FeatureIndex(this.tileID,this.promoteId);u.bucketLayerIDs=[];var f,h,p,d,g={},m={featureIndex:u,iconDependencies:{},patternDependencies:{},glyphDependencies:{},availableImages:n},v=r.familiesBySource[this.source];for(var y in v){var x=e.layers[y];if(x){1===x.version&&t.warnOnce('Vector tile source \"'+this.source+'\" layer \"'+y+'\" does not use vector tile spec v2 and therefore may have some rendering errors.');for(var b=c.encode(y),_=[],w=0;w<x.length;w++){var T=x.feature(w),k=u.getId(T,y);_.push({feature:T,id:k,index:w,sourceLayerIndex:b})}for(var M=0,A=v[y];M<A.length;M+=1){var S=A[M],E=S[0];E.minzoom&&this.zoom<Math.floor(E.minzoom)||E.maxzoom&&this.zoom>=E.maxzoom||\"none\"!==E.visibility&&(o(S,this.zoom,n),(g[E.id]=E.createBucket({index:u.bucketLayerIDs.length,layers:S,zoom:this.zoom,pixelRatio:this.pixelRatio,overscaling:this.overscaling,collisionBoxArray:this.collisionBoxArray,sourceLayerIndex:b,sourceID:this.source})).populate(_,m,this.tileID.canonical),u.bucketLayerIDs.push(S.map((function(t){return t.id}))))}}}var C=t.mapObject(m.glyphDependencies,(function(t){return Object.keys(t).map(Number)}));Object.keys(C).length?a.send(\"getGlyphs\",{uid:this.uid,stacks:C},(function(t,e){f||(f=t,h=e,P.call(l))})):h={};var L=Object.keys(m.iconDependencies);L.length?a.send(\"getImages\",{icons:L,source:this.source,tileID:this.tileID,type:\"icons\"},(function(t,e){f||(f=t,p=e,P.call(l))})):p={};var I=Object.keys(m.patternDependencies);function P(){if(f)return s(f);if(h&&p&&d){var e=new i(h),r=new t.ImageAtlas(p,d);for(var a in g){var l=g[a];l instanceof t.SymbolBucket?(o(l.layers,this.zoom,n),t.performSymbolLayout(l,h,e.positions,p,r.iconPositions,this.showCollisionBoxes,this.tileID.canonical)):l.hasPattern&&(l instanceof t.LineBucket||l instanceof t.FillBucket||l instanceof t.FillExtrusionBucket)&&(o(l.layers,this.zoom,n),l.addFeatures(m,this.tileID.canonical,r.patternPositions))}this.status=\"done\",s(null,{buckets:t.values(g).filter((function(t){return!t.isEmpty()})),featureIndex:u,collisionBoxArray:this.collisionBoxArray,glyphAtlasImage:e.image,imageAtlas:r,glyphMap:this.returnDependencies?h:null,iconMap:this.returnDependencies?p:null,glyphPositions:this.returnDependencies?e.positions:null})}}I.length?a.send(\"getImages\",{icons:I,source:this.source,tileID:this.tileID,type:\"patterns\"},(function(t,e){f||(f=t,d=e,P.call(l))})):d={},P.call(this)};var l=function(t,e,r,n){this.actor=t,this.layerIndex=e,this.availableImages=r,this.loadVectorData=n||s,this.loading={},this.loaded={}};l.prototype.loadTile=function(e,r){var n=this,i=e.uid;this.loading||(this.loading={});var o=!!(e&&e.request&&e.request.collectResourceTiming)&&new t.RequestPerformance(e.request),s=this.loading[i]=new a(e);s.abort=this.loadVectorData(e,(function(e,a){if(delete n.loading[i],e||!a)return s.status=\"done\",n.loaded[i]=s,r(e);var l=a.rawData,c={};a.expires&&(c.expires=a.expires),a.cacheControl&&(c.cacheControl=a.cacheControl);var u={};if(o){var f=o.finish();f&&(u.resourceTiming=JSON.parse(JSON.stringify(f)))}s.vectorTile=a.vectorTile,s.parse(a.vectorTile,n.layerIndex,n.availableImages,n.actor,(function(e,n){if(e||!n)return r(e);r(null,t.extend({rawTileData:l.slice(0)},n,c,u))})),n.loaded=n.loaded||{},n.loaded[i]=s}))},l.prototype.reloadTile=function(t,e){var r=this,n=this.loaded,i=t.uid,a=this;if(n&&n[i]){var o=n[i];o.showCollisionBoxes=t.showCollisionBoxes;var s=function(t,n){var i=o.reloadCallback;i&&(delete o.reloadCallback,o.parse(o.vectorTile,a.layerIndex,r.availableImages,a.actor,i)),e(t,n)};\"parsing\"===o.status?o.reloadCallback=s:\"done\"===o.status&&(o.vectorTile?o.parse(o.vectorTile,this.layerIndex,this.availableImages,this.actor,s):s())}},l.prototype.abortTile=function(t,e){var r=this.loading,n=t.uid;r&&r[n]&&r[n].abort&&(r[n].abort(),delete r[n]),e()},l.prototype.removeTile=function(t,e){var r=this.loaded,n=t.uid;r&&r[n]&&delete r[n],e()};var c=t.window.ImageBitmap,u=function(){this.loaded={}};function f(t,e){if(0!==t.length){h(t[0],e);for(var r=1;r<t.length;r++)h(t[r],!e)}}function h(t,e){for(var r=0,n=0,i=t.length,a=i-1;n<i;a=n++)r+=(t[n][0]-t[a][0])*(t[a][1]+t[n][1]);r>=0!=!!e&&t.reverse()}u.prototype.loadTile=function(e,r){var n=e.uid,i=e.encoding,a=e.rawImageData,o=c&&a instanceof c?this.getImageData(a):a,s=new t.DEMData(n,o,i);this.loaded=this.loaded||{},this.loaded[n]=s,r(null,s)},u.prototype.getImageData=function(e){this.offscreenCanvas&&this.offscreenCanvasContext||(this.offscreenCanvas=new OffscreenCanvas(e.width,e.height),this.offscreenCanvasContext=this.offscreenCanvas.getContext(\"2d\")),this.offscreenCanvas.width=e.width,this.offscreenCanvas.height=e.height,this.offscreenCanvasContext.drawImage(e,0,0,e.width,e.height);var r=this.offscreenCanvasContext.getImageData(-1,-1,e.width+2,e.height+2);return this.offscreenCanvasContext.clearRect(0,0,this.offscreenCanvas.width,this.offscreenCanvas.height),new t.RGBAImage({width:r.width,height:r.height},r.data)},u.prototype.removeTile=function(t){var e=this.loaded,r=t.uid;e&&e[r]&&delete e[r]};var p=t.vectorTile.VectorTileFeature.prototype.toGeoJSON,d=function(e){this._feature=e,this.extent=t.EXTENT,this.type=e.type,this.properties=e.tags,\"id\"in e&&!isNaN(e.id)&&(this.id=parseInt(e.id,10))};d.prototype.loadGeometry=function(){if(1===this._feature.type){for(var e=[],r=0,n=this._feature.geometry;r<n.length;r+=1){var i=n[r];e.push([new t.Point$1(i[0],i[1])])}return e}for(var a=[],o=0,s=this._feature.geometry;o<s.length;o+=1){for(var l=[],c=0,u=s[o];c<u.length;c+=1){var f=u[c];l.push(new t.Point$1(f[0],f[1]))}a.push(l)}return a},d.prototype.toGeoJSON=function(t,e,r){return p.call(this,t,e,r)};var g=function(e){this.layers={_geojsonTileLayer:this},this.name=\"_geojsonTileLayer\",this.extent=t.EXTENT,this.length=e.length,this._features=e};g.prototype.feature=function(t){return new d(this._features[t])};var m=t.vectorTile.VectorTileFeature,v=y;function y(t,e){this.options=e||{},this.features=t,this.length=t.length}function x(t,e){this.id=\"number\"==typeof t.id?t.id:void 0,this.type=t.type,this.rawGeometry=1===t.type?[t.geometry]:t.geometry,this.properties=t.tags,this.extent=e||4096}y.prototype.feature=function(t){return new x(this.features[t],this.options.extent)},x.prototype.loadGeometry=function(){var e=this.rawGeometry;this.geometry=[];for(var r=0;r<e.length;r++){for(var n=e[r],i=[],a=0;a<n.length;a++)i.push(new t.Point$1(n[a][0],n[a][1]));this.geometry.push(i)}return this.geometry},x.prototype.bbox=function(){this.geometry||this.loadGeometry();for(var t=this.geometry,e=1/0,r=-1/0,n=1/0,i=-1/0,a=0;a<t.length;a++)for(var o=t[a],s=0;s<o.length;s++){var l=o[s];e=Math.min(e,l.x),r=Math.max(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.y)}return[e,n,r,i]},x.prototype.toGeoJSON=m.prototype.toGeoJSON;var b=w,_=v;function w(e){var r=new t.pbf;return function(t,e){for(var r in t.layers)e.writeMessage(3,T,t.layers[r])}(e,r),r.finish()}function T(t,e){var r;e.writeVarintField(15,t.version||1),e.writeStringField(1,t.name||\"\"),e.writeVarintField(5,t.extent||4096);var n={keys:[],values:[],keycache:{},valuecache:{}};for(r=0;r<t.length;r++)n.feature=t.feature(r),e.writeMessage(2,k,n);var i=n.keys;for(r=0;r<i.length;r++)e.writeStringField(3,i[r]);var a=n.values;for(r=0;r<a.length;r++)e.writeMessage(4,C,a[r])}function k(t,e){var r=t.feature;void 0!==r.id&&e.writeVarintField(1,r.id),e.writeMessage(2,M,t),e.writeVarintField(3,r.type),e.writeMessage(4,E,r)}function M(t,e){var r=t.feature,n=t.keys,i=t.values,a=t.keycache,o=t.valuecache;for(var s in r.properties){var l=a[s];void 0===l&&(n.push(s),a[s]=l=n.length-1),e.writeVarint(l);var c=r.properties[s],u=typeof c;\"string\"!==u&&\"boolean\"!==u&&\"number\"!==u&&(c=JSON.stringify(c));var f=u+\":\"+c,h=o[f];void 0===h&&(i.push(c),o[f]=h=i.length-1),e.writeVarint(h)}}function A(t,e){return(e<<3)+(7&t)}function S(t){return t<<1^t>>31}function E(t,e){for(var r=t.loadGeometry(),n=t.type,i=0,a=0,o=r.length,s=0;s<o;s++){var l=r[s],c=1;1===n&&(c=l.length),e.writeVarint(A(1,c));for(var u=3===n?l.length-1:l.length,f=0;f<u;f++){1===f&&1!==n&&e.writeVarint(A(2,u-1));var h=l[f].x-i,p=l[f].y-a;e.writeVarint(S(h)),e.writeVarint(S(p)),i+=h,a+=p}3===n&&e.writeVarint(A(7,1))}}function C(t,e){var r=typeof t;\"string\"===r?e.writeStringField(1,t):\"boolean\"===r?e.writeBooleanField(7,t):\"number\"===r&&(t%1!=0?e.writeDoubleField(3,t):t<0?e.writeSVarintField(6,t):e.writeVarintField(5,t))}function L(t,e,r,n){I(t,r,n),I(e,2*r,2*n),I(e,2*r+1,2*n+1)}function I(t,e,r){var n=t[e];t[e]=t[r],t[r]=n}function P(t,e,r,n){var i=t-r,a=e-n;return i*i+a*a}b.fromVectorTileJs=w,b.fromGeojsonVt=function(t,e){e=e||{};var r={};for(var n in t)r[n]=new v(t[n].features,e),r[n].name=n,r[n].version=e.version,r[n].extent=e.extent;return w({layers:r})},b.GeoJSONWrapper=_;var z=function(t){return t[0]},O=function(t){return t[1]},D=function(t,e,r,n,i){void 0===e&&(e=z),void 0===r&&(r=O),void 0===n&&(n=64),void 0===i&&(i=Float64Array),this.nodeSize=n,this.points=t;for(var a=t.length<65536?Uint16Array:Uint32Array,o=this.ids=new a(t.length),s=this.coords=new i(2*t.length),l=0;l<t.length;l++)o[l]=l,s[2*l]=e(t[l]),s[2*l+1]=r(t[l]);!function t(e,r,n,i,a,o){if(!(a-i<=n)){var s=i+a>>1;!function t(e,r,n,i,a,o){for(;a>i;){if(a-i>600){var s=a-i+1,l=n-i+1,c=Math.log(s),u=.5*Math.exp(2*c/3),f=.5*Math.sqrt(c*u*(s-u)/s)*(l-s/2<0?-1:1);t(e,r,n,Math.max(i,Math.floor(n-l*u/s+f)),Math.min(a,Math.floor(n+(s-l)*u/s+f)),o)}var h=r[2*n+o],p=i,d=a;for(L(e,r,i,n),r[2*a+o]>h&&L(e,r,i,a);p<d;){for(L(e,r,p,d),p++,d--;r[2*p+o]<h;)p++;for(;r[2*d+o]>h;)d--}r[2*i+o]===h?L(e,r,i,d):L(e,r,++d,a),d<=n&&(i=d+1),n<=d&&(a=d-1)}}(e,r,s,i,a,o%2),t(e,r,n,i,s-1,o+1),t(e,r,n,s+1,a,o+1)}}(o,s,n,0,o.length-1,0)};D.prototype.range=function(t,e,r,n){return function(t,e,r,n,i,a,o){for(var s,l,c=[0,t.length-1,0],u=[];c.length;){var f=c.pop(),h=c.pop(),p=c.pop();if(h-p<=o)for(var d=p;d<=h;d++)l=e[2*d+1],(s=e[2*d])>=r&&s<=i&&l>=n&&l<=a&&u.push(t[d]);else{var g=Math.floor((p+h)/2);l=e[2*g+1],(s=e[2*g])>=r&&s<=i&&l>=n&&l<=a&&u.push(t[g]);var m=(f+1)%2;(0===f?r<=s:n<=l)&&(c.push(p),c.push(g-1),c.push(m)),(0===f?i>=s:a>=l)&&(c.push(g+1),c.push(h),c.push(m))}}return u}(this.ids,this.coords,t,e,r,n,this.nodeSize)},D.prototype.within=function(t,e,r){return function(t,e,r,n,i,a){for(var o=[0,t.length-1,0],s=[],l=i*i;o.length;){var c=o.pop(),u=o.pop(),f=o.pop();if(u-f<=a)for(var h=f;h<=u;h++)P(e[2*h],e[2*h+1],r,n)<=l&&s.push(t[h]);else{var p=Math.floor((f+u)/2),d=e[2*p],g=e[2*p+1];P(d,g,r,n)<=l&&s.push(t[p]);var m=(c+1)%2;(0===c?r-i<=d:n-i<=g)&&(o.push(f),o.push(p-1),o.push(m)),(0===c?r+i>=d:n+i>=g)&&(o.push(p+1),o.push(u),o.push(m))}}return s}(this.ids,this.coords,t,e,r,this.nodeSize)};var R={minZoom:0,maxZoom:16,radius:40,extent:512,nodeSize:64,log:!1,generateId:!1,reduce:null,map:function(t){return t}},F=function(t){this.options=H(Object.create(R),t),this.trees=new Array(this.options.maxZoom+1)};function B(t,e,r,n,i){return{x:t,y:e,zoom:1/0,id:r,parentId:-1,numPoints:n,properties:i}}function N(t,e){var r=t.geometry.coordinates,n=r[1];return{x:V(r[0]),y:q(n),zoom:1/0,index:e,parentId:-1}}function j(t){return{type:\"Feature\",id:t.id,properties:U(t),geometry:{type:\"Point\",coordinates:[(n=t.x,360*(n-.5)),(e=t.y,r=(180-360*e)*Math.PI/180,360*Math.atan(Math.exp(r))/Math.PI-90)]}};var e,r,n}function U(t){var e=t.numPoints,r=e>=1e4?Math.round(e/1e3)+\"k\":e>=1e3?Math.round(e/100)/10+\"k\":e;return H(H({},t.properties),{cluster:!0,cluster_id:t.id,point_count:e,point_count_abbreviated:r})}function V(t){return t/360+.5}function q(t){var e=Math.sin(t*Math.PI/180),r=.5-.25*Math.log((1+e)/(1-e))/Math.PI;return r<0?0:r>1?1:r}function H(t,e){for(var r in e)t[r]=e[r];return t}function G(t){return t.x}function Y(t){return t.y}function W(t,e,r,n,i,a){var o=i-r,s=a-n;if(0!==o||0!==s){var l=((t-r)*o+(e-n)*s)/(o*o+s*s);l>1?(r=i,n=a):l>0&&(r+=o*l,n+=s*l)}return(o=t-r)*o+(s=e-n)*s}function X(t,e,r,n){var i={id:void 0===t?null:t,type:e,geometry:r,tags:n,minX:1/0,minY:1/0,maxX:-1/0,maxY:-1/0};return function(t){var e=t.geometry,r=t.type;if(\"Point\"===r||\"MultiPoint\"===r||\"LineString\"===r)Z(t,e);else if(\"Polygon\"===r||\"MultiLineString\"===r)for(var n=0;n<e.length;n++)Z(t,e[n]);else if(\"MultiPolygon\"===r)for(n=0;n<e.length;n++)for(var i=0;i<e[n].length;i++)Z(t,e[n][i])}(i),i}function Z(t,e){for(var r=0;r<e.length;r+=3)t.minX=Math.min(t.minX,e[r]),t.minY=Math.min(t.minY,e[r+1]),t.maxX=Math.max(t.maxX,e[r]),t.maxY=Math.max(t.maxY,e[r+1])}function J(t,e,r,n){if(e.geometry){var i=e.geometry.coordinates,a=e.geometry.type,o=Math.pow(r.tolerance/((1<<r.maxZoom)*r.extent),2),s=[],l=e.id;if(r.promoteId?l=e.properties[r.promoteId]:r.generateId&&(l=n||0),\"Point\"===a)K(i,s);else if(\"MultiPoint\"===a)for(var c=0;c<i.length;c++)K(i[c],s);else if(\"LineString\"===a)Q(i,s,o,!1);else if(\"MultiLineString\"===a){if(r.lineMetrics){for(c=0;c<i.length;c++)Q(i[c],s=[],o,!1),t.push(X(l,\"LineString\",s,e.properties));return}$(i,s,o,!1)}else if(\"Polygon\"===a)$(i,s,o,!0);else{if(\"MultiPolygon\"!==a){if(\"GeometryCollection\"===a){for(c=0;c<e.geometry.geometries.length;c++)J(t,{id:l,geometry:e.geometry.geometries[c],properties:e.properties},r,n);return}throw new Error(\"Input data is not a valid GeoJSON object.\")}for(c=0;c<i.length;c++){var u=[];$(i[c],u,o,!0),s.push(u)}}t.push(X(l,a,s,e.properties))}}function K(t,e){e.push(tt(t[0])),e.push(et(t[1])),e.push(0)}function Q(t,e,r,n){for(var i,a,o=0,s=0;s<t.length;s++){var l=tt(t[s][0]),c=et(t[s][1]);e.push(l),e.push(c),e.push(0),s>0&&(o+=n?(i*c-l*a)/2:Math.sqrt(Math.pow(l-i,2)+Math.pow(c-a,2))),i=l,a=c}var u=e.length-3;e[2]=1,function t(e,r,n,i){for(var a,o=i,s=n-r>>1,l=n-r,c=e[r],u=e[r+1],f=e[n],h=e[n+1],p=r+3;p<n;p+=3){var d=W(e[p],e[p+1],c,u,f,h);if(d>o)a=p,o=d;else if(d===o){var g=Math.abs(p-s);g<l&&(a=p,l=g)}}o>i&&(a-r>3&&t(e,r,a,i),e[a+2]=o,n-a>3&&t(e,a,n,i))}(e,0,u,r),e[u+2]=1,e.size=Math.abs(o),e.start=0,e.end=e.size}function $(t,e,r,n){for(var i=0;i<t.length;i++){var a=[];Q(t[i],a,r,n),e.push(a)}}function tt(t){return t/360+.5}function et(t){var e=Math.sin(t*Math.PI/180),r=.5-.25*Math.log((1+e)/(1-e))/Math.PI;return r<0?0:r>1?1:r}function rt(t,e,r,n,i,a,o,s){if(n/=e,a>=(r/=e)&&o<n)return t;if(o<r||a>=n)return null;for(var l=[],c=0;c<t.length;c++){var u=t[c],f=u.geometry,h=u.type,p=0===i?u.minX:u.minY,d=0===i?u.maxX:u.maxY;if(p>=r&&d<n)l.push(u);else if(!(d<r||p>=n)){var g=[];if(\"Point\"===h||\"MultiPoint\"===h)nt(f,g,r,n,i);else if(\"LineString\"===h)it(f,g,r,n,i,!1,s.lineMetrics);else if(\"MultiLineString\"===h)ot(f,g,r,n,i,!1);else if(\"Polygon\"===h)ot(f,g,r,n,i,!0);else if(\"MultiPolygon\"===h)for(var m=0;m<f.length;m++){var v=[];ot(f[m],v,r,n,i,!0),v.length&&g.push(v)}if(g.length){if(s.lineMetrics&&\"LineString\"===h){for(m=0;m<g.length;m++)l.push(X(u.id,h,g[m],u.tags));continue}\"LineString\"!==h&&\"MultiLineString\"!==h||(1===g.length?(h=\"LineString\",g=g[0]):h=\"MultiLineString\"),\"Point\"!==h&&\"MultiPoint\"!==h||(h=3===g.length?\"Point\":\"MultiPoint\"),l.push(X(u.id,h,g,u.tags))}}}return l.length?l:null}function nt(t,e,r,n,i){for(var a=0;a<t.length;a+=3){var o=t[a+i];o>=r&&o<=n&&(e.push(t[a]),e.push(t[a+1]),e.push(t[a+2]))}}function it(t,e,r,n,i,a,o){for(var s,l,c=at(t),u=0===i?lt:ct,f=t.start,h=0;h<t.length-3;h+=3){var p=t[h],d=t[h+1],g=t[h+2],m=t[h+3],v=t[h+4],y=0===i?p:d,x=0===i?m:v,b=!1;o&&(s=Math.sqrt(Math.pow(p-m,2)+Math.pow(d-v,2))),y<r?x>r&&(l=u(c,p,d,m,v,r),o&&(c.start=f+s*l)):y>n?x<n&&(l=u(c,p,d,m,v,n),o&&(c.start=f+s*l)):st(c,p,d,g),x<r&&y>=r&&(l=u(c,p,d,m,v,r),b=!0),x>n&&y<=n&&(l=u(c,p,d,m,v,n),b=!0),!a&&b&&(o&&(c.end=f+s*l),e.push(c),c=at(t)),o&&(f+=s)}var _=t.length-3;p=t[_],d=t[_+1],g=t[_+2],(y=0===i?p:d)>=r&&y<=n&&st(c,p,d,g),_=c.length-3,a&&_>=3&&(c[_]!==c[0]||c[_+1]!==c[1])&&st(c,c[0],c[1],c[2]),c.length&&e.push(c)}function at(t){var e=[];return e.size=t.size,e.start=t.start,e.end=t.end,e}function ot(t,e,r,n,i,a){for(var o=0;o<t.length;o++)it(t[o],e,r,n,i,a,!1)}function st(t,e,r,n){t.push(e),t.push(r),t.push(n)}function lt(t,e,r,n,i,a){var o=(a-e)/(n-e);return t.push(a),t.push(r+(i-r)*o),t.push(1),o}function ct(t,e,r,n,i,a){var o=(a-r)/(i-r);return t.push(e+(n-e)*o),t.push(a),t.push(1),o}function ut(t,e){for(var r=[],n=0;n<t.length;n++){var i,a=t[n],o=a.type;if(\"Point\"===o||\"MultiPoint\"===o||\"LineString\"===o)i=ft(a.geometry,e);else if(\"MultiLineString\"===o||\"Polygon\"===o){i=[];for(var s=0;s<a.geometry.length;s++)i.push(ft(a.geometry[s],e))}else if(\"MultiPolygon\"===o)for(i=[],s=0;s<a.geometry.length;s++){for(var l=[],c=0;c<a.geometry[s].length;c++)l.push(ft(a.geometry[s][c],e));i.push(l)}r.push(X(a.id,o,i,a.tags))}return r}function ft(t,e){var r=[];r.size=t.size,void 0!==t.start&&(r.start=t.start,r.end=t.end);for(var n=0;n<t.length;n+=3)r.push(t[n]+e,t[n+1],t[n+2]);return r}function ht(t,e){if(t.transformed)return t;var r,n,i,a=1<<t.z,o=t.x,s=t.y;for(r=0;r<t.features.length;r++){var l=t.features[r],c=l.geometry,u=l.type;if(l.geometry=[],1===u)for(n=0;n<c.length;n+=2)l.geometry.push(pt(c[n],c[n+1],e,a,o,s));else for(n=0;n<c.length;n++){var f=[];for(i=0;i<c[n].length;i+=2)f.push(pt(c[n][i],c[n][i+1],e,a,o,s));l.geometry.push(f)}}return t.transformed=!0,t}function pt(t,e,r,n,i,a){return[Math.round(r*(t*n-i)),Math.round(r*(e*n-a))]}function dt(t,e,r,n,i){for(var a=e===i.maxZoom?0:i.tolerance/((1<<e)*i.extent),o={features:[],numPoints:0,numSimplified:0,numFeatures:0,source:null,x:r,y:n,z:e,transformed:!1,minX:2,minY:1,maxX:-1,maxY:0},s=0;s<t.length;s++){o.numFeatures++,gt(o,t[s],a,i);var l=t[s].minX,c=t[s].minY,u=t[s].maxX,f=t[s].maxY;l<o.minX&&(o.minX=l),c<o.minY&&(o.minY=c),u>o.maxX&&(o.maxX=u),f>o.maxY&&(o.maxY=f)}return o}function gt(t,e,r,n){var i=e.geometry,a=e.type,o=[];if(\"Point\"===a||\"MultiPoint\"===a)for(var s=0;s<i.length;s+=3)o.push(i[s]),o.push(i[s+1]),t.numPoints++,t.numSimplified++;else if(\"LineString\"===a)mt(o,i,t,r,!1,!1);else if(\"MultiLineString\"===a||\"Polygon\"===a)for(s=0;s<i.length;s++)mt(o,i[s],t,r,\"Polygon\"===a,0===s);else if(\"MultiPolygon\"===a)for(var l=0;l<i.length;l++){var c=i[l];for(s=0;s<c.length;s++)mt(o,c[s],t,r,!0,0===s)}if(o.length){var u=e.tags||null;if(\"LineString\"===a&&n.lineMetrics){for(var f in u={},e.tags)u[f]=e.tags[f];u.mapbox_clip_start=i.start/i.size,u.mapbox_clip_end=i.end/i.size}var h={geometry:o,type:\"Polygon\"===a||\"MultiPolygon\"===a?3:\"LineString\"===a||\"MultiLineString\"===a?2:1,tags:u};null!==e.id&&(h.id=e.id),t.features.push(h)}}function mt(t,e,r,n,i,a){var o=n*n;if(n>0&&e.size<(i?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;i&&function(t,e){for(var r=0,n=0,i=t.length,a=i-2;n<i;a=n,n+=2)r+=(t[n]-t[a])*(t[n+1]+t[a+1]);if(r>0===e)for(n=0,i=t.length;n<i/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[i-2-n],t[n+1]=t[i-1-n],t[i-2-n]=o,t[i-1-n]=s}}(s,a),t.push(s)}}function vt(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)J(r,t.features[n],e,n);else J(r,\"Feature\"===t.type?t:{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,i=rt(t,1,-1-r,r,0,-1,2,e),a=rt(t,1,1-r,2+r,0,-1,2,e);return(i||a)&&(n=rt(t,1,-r,1+r,0,-1,2,e)||[],i&&(n=ut(i,1).concat(n)),a&&(n=n.concat(ut(a,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function yt(t,e,r){return 32*((1<<t)*r+e)+t}function xt(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var i=new g(n.features),a=b(i);0===a.byteOffset&&a.byteLength===a.buffer.byteLength||(a=new Uint8Array(a)),e(null,{vectorTile:i,rawData:a.buffer})}F.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,i=e.maxZoom,a=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(N(t[l],l));this.trees[i+1]=new D(s,G,Y,a,Float32Array),r&&console.timeEnd(o);for(var c=i;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new D(s,G,Y,a,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",c,s.length,+Date.now()-u)}return r&&console.timeEnd(\"total time\"),this},F.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),i=180===t[2]?180:((t[2]+180)%360+360)%360-180,a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){var o=this.getClusters([r,n,180,a],e),s=this.getClusters([-180,n,i,a],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,f=l.range(V(r),q(a),V(i),q(n));u<f.length;u+=1){var h=l.points[f[u]];c.push(h.numPoints?j(h):this.points[h.index])}return c},F.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",i=this.trees[r];if(!i)throw new Error(n);var a=i.points[e];if(!a)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=i.within(a.x,a.y,o);l<c.length;l+=1){var u=i.points[c[l]];u.parentId===t&&s.push(u.numPoints?j(u):this.points[u.index])}if(0===s.length)throw new Error(n);return s},F.prototype.getLeaves=function(t,e,r){var n=[];return this._appendLeaves(n,t,e=e||10,r=r||0,0),n},F.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),a=this.options,o=a.radius/a.extent,s=(r-o)/i,l=(r+1+o)/i,c={features:[]};return this._addTileFeatures(n.range((e-o)/i,s,(e+1+o)/i,l),n.points,e,r,i,c),0===e&&this._addTileFeatures(n.range(1-o/i,s,1,l),n.points,i,r,i,c),e===i-1&&this._addTileFeatures(n.range(0,s,o/i,l),n.points,-1,r,i,c),c.features.length?c:null},F.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},F.prototype._appendLeaves=function(t,e,r,n,i){for(var a=0,o=this.getChildren(e);a<o.length;a+=1){var s=o[a],l=s.properties;if(l&&l.cluster?i+l.point_count<=n?i+=l.point_count:i=this._appendLeaves(t,l.cluster_id,r,n,i):i<n?i++:t.push(s),t.length===r)break}return i},F.prototype._addTileFeatures=function(t,e,r,n,i,a){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c=l.numPoints,u={type:1,geometry:[[Math.round(this.options.extent*(l.x*i-r)),Math.round(this.options.extent*(l.y*i-n))]],tags:c?U(l):this.points[l.index].properties},f=void 0;c?f=l.id:this.options.generateId?f=l.index:this.points[l.index].id&&(f=this.points[l.index].id),void 0!==f&&(u.id=f),a.features.push(u)}},F.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},F.prototype._cluster=function(t,e){for(var r=[],n=this.options,i=n.reduce,a=n.radius/(n.extent*Math.pow(2,e)),o=0;o<t.length;o++){var s=t[o];if(!(s.zoom<=e)){s.zoom=e;for(var l=this.trees[e+1],c=l.within(s.x,s.y,a),u=s.numPoints||1,f=s.x*u,h=s.y*u,p=i&&u>1?this._map(s,!0):null,d=(o<<5)+(e+1)+this.points.length,g=0,m=c;g<m.length;g+=1){var v=l.points[m[g]];if(!(v.zoom<=e)){v.zoom=e;var y=v.numPoints||1;f+=v.x*y,h+=v.y*y,u+=y,v.parentId=d,i&&(p||(p=this._map(s,!0)),i(p,this._map(v)))}}1===u?r.push(s):(s.parentId=d,r.push(B(f/u,h/u,d,u,p)))}}return r},F.prototype._getOriginId=function(t){return t-this.points.length>>5},F.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},F.prototype._map=function(t,e){if(t.numPoints)return e?H({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?H({},n):n},vt.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},vt.prototype.splitTile=function(t,e,r,n,i,a,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,f=yt(e,r,n),h=this.tiles[f];if(!h&&(c>1&&console.time(\"creation\"),h=this.tiles[f]=dt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,h.numFeatures,h.numPoints,h.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(h.source=t,i){if(e===l.maxZoom||e===i)continue;var d=1<<i-e;if(r!==Math.floor(a/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||h.numPoints<=l.indexMaxPoints)continue;if(h.source=null,0!==t.length){c>1&&console.time(\"clipping\");var g,m,v,y,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;g=m=v=y=null,x=rt(t,u,r-_,r+T,0,h.minX,h.maxX,l),b=rt(t,u,r+w,r+k,0,h.minX,h.maxX,l),t=null,x&&(g=rt(x,u,n-_,n+T,1,h.minY,h.maxY,l),m=rt(x,u,n+w,n+k,1,h.minY,h.maxY,l),x=null),b&&(v=rt(b,u,n-_,n+T,1,h.minY,h.maxY,l),y=rt(b,u,n+w,n+k,1,h.minY,h.maxY,l),b=null),c>1&&console.timeEnd(\"clipping\"),s.push(g||[],e+1,2*r,2*n),s.push(m||[],e+1,2*r,2*n+1),s.push(v||[],e+1,2*r+1,2*n),s.push(y||[],e+1,2*r+1,2*n+1)}}},vt.prototype.getTile=function(t,e,r){var n=this.options,i=n.extent,a=n.debug;if(t<0||t>24)return null;var o=1<<t,s=yt(t,e=(e%o+o)%o,r);if(this.tiles[s])return ht(this.tiles[s],i);a>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,c=t,u=e,f=r;!l&&c>0;)c--,u=Math.floor(u/2),f=Math.floor(f/2),l=this.tiles[yt(c,u,f)];return l&&l.source?(a>1&&console.log(\"found parent tile z%d-%d-%d\",c,u,f),a>1&&console.time(\"drilling down\"),this.splitTile(l.source,c,u,f,t,e,r),a>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?ht(this.tiles[s],i):null):null};var bt=function(e){function r(t,r,n,i){e.call(this,t,r,n,xt),i&&(this.loadGeoJSON=i)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var i=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(a,o){if(a||!o)return r(a);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));!function t(e,r){var n,i=e&&e.type;if(\"FeatureCollection\"===i)for(n=0;n<e.features.length;n++)t(e.features[n],r);else if(\"GeometryCollection\"===i)for(n=0;n<e.geometries.length;n++)t(e.geometries[n],r);else if(\"Feature\"===i)t(e.geometry,r);else if(\"Polygon\"===i)f(e.coordinates,r);else if(\"MultiPolygon\"===i)for(n=0;n<e.coordinates.length;n++)f(e.coordinates[n],r);return e}(o,!0);try{e._geoJSONIndex=n.cluster?new F(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var i={},a={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),c=0,u=l;c<u.length;c+=1){var f=u[c],h=n[f],p=h[0],d=t.createExpression(h[1]),g=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",f]]:p);i[f]=d.value,a[f]=g.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var a=n[r];e[a]=i[a].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var i=n[r];o.accumulated=t[i],t[i]=a[i].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new vt(t,e)}(o,n.geojsonVtOptions)}catch(a){return r(a)}e.loaded={};var s={};if(i){var l=i.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded;return n&&n[t.uid]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){try{e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterChildren=function(t,e){try{e(null,this._geoJSONIndex.getChildren(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterLeaves=function(t,e){try{e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))}catch(t){e(t)}},r}(l),_t=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.availableImages={},this.workerSourceTypes={vector:l,geojson:bt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name \"'+t+'\" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isParsed())throw new Error(\"RTL text plugin already registered.\");t.plugin.applyArabicShaping=e.applyArabicShaping,t.plugin.processBidirectionalText=e.processBidirectionalText,t.plugin.processStyledBidirectionalText=e.processStyledBidirectionalText}};return _t.prototype.setReferrer=function(t,e){this.referrer=e},_t.prototype.setImages=function(t,e,r){for(var n in this.availableImages[t]=e,this.workerSources[t]){var i=this.workerSources[t][n];for(var a in i)i[a].availableImages=e}r()},_t.prototype.setLayers=function(t,e,r){this.getLayerIndex(t).replace(e),r()},_t.prototype.updateLayers=function(t,e,r){this.getLayerIndex(t).update(e.layers,e.removedIds),r()},_t.prototype.loadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).loadTile(e,r)},_t.prototype.loadDEMTile=function(t,e,r){this.getDEMWorkerSource(t,e.source).loadTile(e,r)},_t.prototype.reloadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).reloadTile(e,r)},_t.prototype.abortTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).abortTile(e,r)},_t.prototype.removeTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).removeTile(e,r)},_t.prototype.removeDEMTile=function(t,e){this.getDEMWorkerSource(t,e.source).removeTile(e)},_t.prototype.removeSource=function(t,e,r){if(this.workerSources[t]&&this.workerSources[t][e.type]&&this.workerSources[t][e.type][e.source]){var n=this.workerSources[t][e.type][e.source];delete this.workerSources[t][e.type][e.source],void 0!==n.removeSource?n.removeSource(e,r):r()}},_t.prototype.loadWorkerSource=function(t,e,r){try{this.self.importScripts(e.url),r()}catch(t){r(t.toString())}},_t.prototype.syncRTLPluginState=function(e,r,n){try{t.plugin.setState(r);var i=t.plugin.getPluginURL();if(t.plugin.isLoaded()&&!t.plugin.isParsed()&&null!=i){this.self.importScripts(i);var a=t.plugin.isParsed();n(a?void 0:new Error(\"RTL Text Plugin failed to import scripts from \"+i),a)}}catch(t){n(t.toString())}},_t.prototype.getAvailableImages=function(t){var e=this.availableImages[t];return e||(e=[]),e},_t.prototype.getLayerIndex=function(t){var e=this.layerIndexes[t];return e||(e=this.layerIndexes[t]=new n),e},_t.prototype.getWorkerSource=function(t,e,r){var n=this;return this.workerSources[t]||(this.workerSources[t]={}),this.workerSources[t][e]||(this.workerSources[t][e]={}),this.workerSources[t][e][r]||(this.workerSources[t][e][r]=new this.workerSourceTypes[e]({send:function(e,r,i){n.actor.send(e,r,i,t)}},this.getLayerIndex(t),this.getAvailableImages(t))),this.workerSources[t][e][r]},_t.prototype.getDEMWorkerSource=function(t,e){return this.demWorkerSources[t]||(this.demWorkerSources[t]={}),this.demWorkerSources[t][e]||(this.demWorkerSources[t][e]=new u),this.demWorkerSources[t][e]},_t.prototype.enforceCacheSizeLimit=function(e,r){t.enforceCacheSizeLimit(r)},\"undefined\"!=typeof WorkerGlobalScope&&void 0!==t.window&&t.window instanceof WorkerGlobalScope&&(t.window.worker=new _t(t.window)),_t})),n(0,(function(t){var e=t.createCommonjsModule((function(t){function e(t){return!r(t)}function r(t){return\"undefined\"==typeof window||\"undefined\"==typeof document?\"not a browser\":Array.prototype&&Array.prototype.every&&Array.prototype.filter&&Array.prototype.forEach&&Array.prototype.indexOf&&Array.prototype.lastIndexOf&&Array.prototype.map&&Array.prototype.some&&Array.prototype.reduce&&Array.prototype.reduceRight&&Array.isArray?Function.prototype&&Function.prototype.bind?Object.keys&&Object.create&&Object.getPrototypeOf&&Object.getOwnPropertyNames&&Object.isSealed&&Object.isFrozen&&Object.isExtensible&&Object.getOwnPropertyDescriptor&&Object.defineProperty&&Object.defineProperties&&Object.seal&&Object.freeze&&Object.preventExtensions?\"JSON\"in window&&\"parse\"in JSON&&\"stringify\"in JSON?function(){if(!(\"Worker\"in window&&\"Blob\"in window&&\"URL\"in window))return!1;var t,e,r=new Blob([\"\"],{type:\"text/javascript\"}),n=URL.createObjectURL(r);try{e=new Worker(n),t=!0}catch(e){t=!1}return e&&e.terminate(),URL.revokeObjectURL(n),t}()?\"Uint8ClampedArray\"in window?ArrayBuffer.isView?function(){var t=document.createElement(\"canvas\");t.width=t.height=1;var e=t.getContext(\"2d\");if(!e)return!1;var r=e.getImageData(0,0,1,1);return r&&r.width===t.width}()?(void 0===n[r=t&&t.failIfMajorPerformanceCaveat]&&(n[r]=function(t){var r=function(t){var r=document.createElement(\"canvas\"),n=Object.create(e.webGLContextAttributes);return n.failIfMajorPerformanceCaveat=t,r.probablySupportsContext?r.probablySupportsContext(\"webgl\",n)||r.probablySupportsContext(\"experimental-webgl\",n):r.supportsContext?r.supportsContext(\"webgl\",n)||r.supportsContext(\"experimental-webgl\",n):r.getContext(\"webgl\",n)||r.getContext(\"experimental-webgl\",n)}(t);if(!r)return!1;var n=r.createShader(r.VERTEX_SHADER);return!(!n||r.isContextLost())&&(r.shaderSource(n,\"void main() {}\"),r.compileShader(n),!0===r.getShaderParameter(n,r.COMPILE_STATUS))}(r)),n[r]?void 0:\"insufficient WebGL support\"):\"insufficient Canvas/getImageData support\":\"insufficient ArrayBuffer support\":\"insufficient Uint8ClampedArray support\":\"insufficient worker support\":\"insufficient JSON support\":\"insufficient Object support\":\"insufficient Function support\":\"insufficent Array support\";var r}t.exports?t.exports=e:window&&(window.mapboxgl=window.mapboxgl||{},window.mapboxgl.supported=e,window.mapboxgl.notSupportedReason=r);var n={};e.webGLContextAttributes={antialias:!1,alpha:!0,stencil:!0,depth:!0}})),r={create:function(e,r,n){var i=t.window.document.createElement(e);return void 0!==r&&(i.className=r),n&&n.appendChild(i),i},createNS:function(e,r){return t.window.document.createElementNS(e,r)}},n=t.window.document.documentElement.style;function i(t){if(!n)return t[0];for(var e=0;e<t.length;e++)if(t[e]in n)return t[e];return t[0]}var a,o=i([\"userSelect\",\"MozUserSelect\",\"WebkitUserSelect\",\"msUserSelect\"]);r.disableDrag=function(){n&&o&&(a=n[o],n[o]=\"none\")},r.enableDrag=function(){n&&o&&(n[o]=a)};var s=i([\"transform\",\"WebkitTransform\"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var c=Object.defineProperty({},\"passive\",{get:function(){l=!0}});t.window.addEventListener(\"test\",c,c),t.window.removeEventListener(\"test\",c,c)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),t.addEventListener(e,r,\"passive\"in n&&l?n:n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),t.removeEventListener(e,r,\"passive\"in n&&l?n:n.capture)};var u=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener(\"click\",u,!0)};function f(t){var e=t.userImage;return!!(e&&e.render&&e.render())&&(t.data.replace(new Uint8Array(e.data.buffer)),!0)}r.suppressClick=function(){t.window.addEventListener(\"click\",u,!0),t.window.setTimeout((function(){t.window.removeEventListener(\"click\",u,!0)}),0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect();return new t.Point(r.clientX-n.left-e.clientLeft,r.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var n=e.getBoundingClientRect(),i=[],a=0;a<r.length;a++)i.push(new t.Point(r[a].clientX-n.left-e.clientLeft,r[a].clientY-n.top-e.clientTop));return i},r.mouseButton=function(e){return void 0!==t.window.InstallTrigger&&2===e.button&&e.ctrlKey&&t.window.navigator.platform.toUpperCase().indexOf(\"MAC\")>=0?0:e.button},r.remove=function(t){t.parentNode&&t.parentNode.removeChild(t)};var h=function(e){function r(){e.call(this),this.images={},this.updatedImages={},this.callbackDispatchedThisFrame={},this.loaded=!1,this.requestors=[],this.patterns={},this.atlasImage=new t.RGBAImage({width:1,height:1}),this.dirty=!0}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.isLoaded=function(){return this.loaded},r.prototype.setLoaded=function(t){if(this.loaded!==t&&(this.loaded=t,t)){for(var e=0,r=this.requestors;e<r.length;e+=1){var n=r[e];this._notify(n.ids,n.callback)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];if(a[0]<r||a[1]<a[0]||e<a[1])return!1;r=a[1]}return!0},r.prototype._validateContent=function(t,e){return!(t&&(4!==t.length||t[0]<0||e.data.width<t[0]||t[1]<0||e.data.height<t[1]||t[2]<0||e.data.width<t[2]||t[3]<0||e.data.height<t[3]||t[2]<t[0]||t[3]<t[1]))},r.prototype.updateImage=function(t,e){e.version=this.images[t].version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,i=t;n<i.length;n+=1)this.images[i[n]]||(r=!1);this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i];this.images[o]||this.fire(new t.Event(\"styleimagemissing\",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var i={w:n.data.width+2,h:n.data.height+2,x:0,y:0},a=new t.ImagePosition(i,n);this.patterns[e]={bin:i,position:a}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),i=n.w,a=n.h,o=this.atlasImage;for(var s in o.resize({width:i||1,height:a||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,f=this.images[s].data,h=f.width,p=f.height;t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u},{width:h,height:p}),t.RGBAImage.copy(f,o,{x:0,y:p-1},{x:c,y:u-1},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u+p},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:h-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c+h,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var i=this.images[n];f(i)&&this.updateImage(n,i)}}},r}(t.Evented),p=m,d=m,g=1e20;function m(t,e,r,n,i,a){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=i||\"sans-serif\",this.fontWeight=a||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function v(t,e,r,n,i,a,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(y(n,i,a,o,r),l=0;l<r;l++)t[l*e+s]=i[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(y(n,i,a,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(i[s])}}function y(t,e,r,n,i){r[0]=0,n[0]=-g,n[1]=+g;for(var a=1,o=0;a<i;a++){for(var s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);s<=n[o];)o--,s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);r[++o]=a,n[o]=s,n[o+1]=+g}for(a=0,o=0;a<i;a++){for(;n[o+1]<a;)o++;e[a]=(a-r[o])*(a-r[o])+t[r[o]]}}m.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var i=e.data[4*n+3]/255;this.gridOuter[n]=1===i?0:0===i?g:Math.pow(Math.max(0,.5-i),2),this.gridInner[n]=1===i?g:0===i?0:Math.pow(Math.max(0,i-.5),2)}for(v(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),v(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++)r[n]=Math.max(0,Math.min(255,Math.round(255-255*((this.gridOuter[n]-this.gridInner[n])/this.radius+this.cutoff))));return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,i=[];for(var a in e)for(var o=0,s=e[a];o<s.length;o+=1)i.push({stack:a,id:s[o]});t.asyncAll(i,(function(t,e){var r=t.stack,i=t.id,a=n.entries[r];a||(a=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=a.glyphs[i];if(void 0===o){if(o=n._tinySDF(a,r,i))return a.glyphs[i]=o,void e(null,{stack:r,id:i,glyph:o});var s=Math.floor(i/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(a.ranges[s])e(null,{stack:r,id:i,glyph:o});else{var l=a.requests[s];l||(l=a.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(a.glyphs[+r]=e[+r]);a.ranges[s]=!0}for(var i=0,o=l;i<o.length;i+=1)(0,o[i])(t,e);delete a.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:i,glyph:n[i]||null})}))}}else e(null,{stack:r,id:i,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var i=this.localIdeographFontFamily;if(i&&this._doesCharSupportLocalGlyph(n)){var a=e.tinySDF;if(!a){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),a=e.tinySDF=new x.TinySDF(24,3,8,.25,i,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},a.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,i,a){var o=256*r,s=o+255,l=i.transformRequest(i.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)a(e);else if(r){for(var n={},i=0,o=t.parseGlyphPBF(r);i<o.length;i+=1){var s=o[i];n[s.id]=s}a(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var i=e[n];t.endsWith(n,\"-transition\")?this._transitionable.setTransition(n.slice(0,-\"-transition\".length),i):this._transitionable.setValue(n,i)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),T=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};T.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},T.prototype.getDashRanges=function(t,e,r){var n=[],i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){var c=t[l];n.push({left:i=s*r,right:a=(s+=c)*r,isDash:o=!o,zeroLength:0===c})}return n},T.prototype.addRoundDash=function(t,e,r){for(var n=e/2,i=-r;i<=r;i++)for(var a=this.width*(this.nextRow+r+i),o=0,s=t[o],l=0;l<this.width;l++){l/s.right>1&&(s=t[++o]);var c=Math.abs(l-s.left),u=Math.abs(l-s.right),f=Math.min(c,u),h=void 0,p=i/r*(n+1);if(s.isDash){var d=n-Math.abs(p);h=Math.sqrt(f*f+d*d)}else h=n-Math.sqrt(f*f+p*p);this.data[a+l]=Math.max(0,Math.min(255,h+128))}},T.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var i=t[0],a=t[t.length-1];i.isDash===a.isDash&&(i.left=a.left-this.width,a.right=i.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),f=Math.abs(c-l.right),h=Math.min(u,f);this.data[o+c]=Math.max(0,Math.min(255,(l.isDash?h:-h)+128))}},T.prototype.addDash=function(e,r){var n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var a=0,o=0;o<e.length;o++)a+=e[o];if(0!==a){var s=this.width/a,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var c={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,c},T.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var k=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var i=this.workerPool.acquire(this.id),a=0;a<i.length;a++){var o=new e.Actor(i[a],n,this.id);o.name=\"Worker \"+a,this.actors.push(o)}};function M(e,r,n){var i=function(i,a){if(i)return n(i);if(a){var o=t.pick(t.extend(a,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);a.vector_layers&&(o.vectorLayers=a.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),i):t.browser.frame((function(){return i(null,e)}))}k.prototype.broadcast=function(e,r,n){t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n=n||function(){})},k.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},k.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},k.Actor=t.Actor;var A=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};A.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},A.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),i=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),a=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<a&&e.y>=i&&e.y<o};var S=function(e){function r(r,n,i,a){if(e.call(this),this.id=r,this.dispatcher=i,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(a)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),i={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function a(n,i){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(i&&i.resourceTiming&&(e.resourceTiming=i.resourceTiming),this.map._refreshExpiredTiles&&i&&e.setExpiryData(i),e.loadVectorData(i,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}i.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",i,a.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",i,a.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),E=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.dispatcher=i,this.setEventedParent(a),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,i=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(i,t.ResourceType.Tile),(function(i,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(i)e.state=\"errored\",r(i);else if(a){n.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(a.width),e.texture?e.texture.update(a,{useMipmap:!0}):(e.texture=new t.Texture(o,a,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),C=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function i(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=t.window.ImageBitmap&&a instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?a:t.browser.getImageData(a,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,i.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(E),L=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=i.getActor(),this.setEventedParent(a),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),i=this._data;\"string\"==typeof i?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(i),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(i),this.actor.send(this.type+\".loadData\",n,(function(t,i){r._removed||i&&i.abandoned||(r._loaded=!0,i&&i.resourceTiming&&i.resourceTiming[r.id]&&(r._resourceTiming=i.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,i=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor,e.request=this.actor.send(i,{type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId},(function(t,a){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(a,n.map.painter,\"reloadTile\"===i),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),I=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),P=function(e){function r(t,r,n,i){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(i),this.options=r}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(i,a){n._loaded=!0,i?n.fire(new t.ErrorEvent(i)):a&&(n.image=a,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,i=-1/0,a=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.x),a=Math.max(a,l.y)}var c=Math.max(i-r,a-n),u=Math.max(0,Math.floor(-Math.log(c)/Math.LN2)),f=Math.pow(2,u);return new t.CanonicalTileID(u,Math.floor((r+i)/2*f),Math.floor((n+a)/2*f))}(n),this.minzoom=this.maxzoom=this.tileID.z;var i=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(i[0].x,i[0].y,0,0),this._boundsArray.emplaceBack(i[1].x,i[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(i[3].x,i[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(i[2].x,i[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,I.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented),z=function(e){function r(t,r,n,i){e.call(this,t,r,n,i),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,i=r.urls;n<i.length;n+=1)this.urls.push(this.map._requestManager.transformRequest(i[n],t.ResourceType.Source).url);t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,I.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(P),O=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var i in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,I.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var a=this.tiles[i];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var r=e[t];if(isNaN(r)||r<=0)return!0}return!1},r}(P),D={vector:S,raster:E,\"raster-dem\":C,geojson:L,video:z,image:P,canvas:O};function R(e,r){var n=t.identity([]);return t.translate(n,n,[1,1,0]),t.scale(n,n,[.5*e.width,.5*e.height,1]),t.multiply(n,n,e.calculatePosMatrix(r.toUnwrapped()))}function F(t,e,r,n,i,a){var o=function(t,e,r){if(t)for(var n=0,i=t;n<i.length;n+=1){var a=e[i[n]];if(a&&a.source===r&&\"fill-extrusion\"===a.type)return!0}else for(var o in e){var s=e[o];if(s.source===r&&\"fill-extrusion\"===s.type)return!0}return!1}(i&&i.layers,e,t.id),s=a.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(B);for(var c=[],u=0,f=l;u<f.length;u+=1){var h=f[u];c.push({wrappedTileID:h.tileID.wrapped().key,queryResults:h.tile.queryRenderedFeatures(e,r,t._state,h.queryGeometry,h.cameraQueryGeometry,h.scale,i,a,s,R(t.transform,h.tileID))})}var p=function(t){for(var e={},r={},n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.queryResults,s=a.wrappedTileID,l=r[s]=r[s]||{};for(var c in o)for(var u=o[c],f=l[c]=l[c]||{},h=e[c]=e[c]||[],p=0,d=u;p<d.length;p+=1){var g=d[p];f[g.featureIndex]||(f[g.featureIndex]=!0,h.push(g))}}return e}(c);for(var d in p)p[d].forEach((function(e){var r=e.feature,n=t.getFeatureState(r.layer[\"source-layer\"],r.id);r.source=r.layer.source,r.layer[\"source-layer\"]&&(r.sourceLayer=r.layer[\"source-layer\"]),r.state=n}));return p}function B(t,e){var r=t.tileID,n=e.tileID;return r.overscaledZ-n.overscaledZ||r.canonical.y-n.canonical.y||r.wrap-n.wrap||r.canonical.x-n.canonical.x}var N=function(t,e){this.max=t,this.onRemove=e,this.reset()};N.prototype.reset=function(){for(var t in this.data)for(var e=0,r=this.data[t];e<r.length;e+=1){var n=r[e];n.timeout&&clearTimeout(n.timeout),this.onRemove(n.value)}return this.data={},this.order=[],this},N.prototype.add=function(t,e,r){var n=this,i=t.wrapped().key;void 0===this.data[i]&&(this.data[i]=[]);var a={value:e,timeout:void 0};if(void 0!==r&&(a.timeout=setTimeout((function(){n.remove(t,a)}),r)),this.data[i].push(a),this.order.push(i),this.order.length>this.max){var o=this._getAndRemoveByKey(this.order[0]);o&&this.onRemove(o)}return this},N.prototype.has=function(t){return t.wrapped().key in this.data},N.prototype.getAndRemove=function(t){return this.has(t)?this._getAndRemoveByKey(t.wrapped().key):null},N.prototype._getAndRemoveByKey=function(t){var e=this.data[t].shift();return e.timeout&&clearTimeout(e.timeout),0===this.data[t].length&&delete this.data[t],this.order.splice(this.order.indexOf(t),1),e.value},N.prototype.getByKey=function(t){var e=this.data[t];return e?e[0].value:null},N.prototype.get=function(t){return this.has(t)?this.data[t.wrapped().key][0].value:null},N.prototype.remove=function(t,e){if(!this.has(t))return this;var r=t.wrapped().key,n=void 0===e?0:this.data[r].indexOf(e),i=this.data[r][n];return this.data[r].splice(n,1),i.timeout&&clearTimeout(i.timeout),0===this.data[r].length&&delete this.data[r],this.onRemove(i.value),this.order.splice(this.order.indexOf(r),1),this},N.prototype.setMaxSize=function(t){for(this.max=t;this.order.length>this.max;){var e=this._getAndRemoveByKey(this.order[0]);e&&this.onRemove(e)}return this},N.prototype.filter=function(t){var e=[];for(var r in this.data)for(var n=0,i=this.data[r];n<i.length;n+=1){var a=i[n];t(a.value)||e.push(a)}for(var o=0,s=e;o<s.length;o+=1){var l=s[o];this.remove(l.value.tileID,l)}};var j=function(t,e,r){this.context=t;var n=t.gl;this.buffer=n.createBuffer(),this.dynamicDraw=Boolean(r),this.context.unbindVAO(),t.bindElementBuffer.set(this.buffer),n.bufferData(n.ELEMENT_ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?n.DYNAMIC_DRAW:n.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};j.prototype.bind=function(){this.context.bindElementBuffer.set(this.buffer)},j.prototype.updateData=function(t){var e=this.context.gl;this.context.unbindVAO(),this.bind(),e.bufferSubData(e.ELEMENT_ARRAY_BUFFER,0,t.arrayBuffer)},j.prototype.destroy=function(){this.buffer&&(this.context.gl.deleteBuffer(this.buffer),delete this.buffer)};var U={Int8:\"BYTE\",Uint8:\"UNSIGNED_BYTE\",Int16:\"SHORT\",Uint16:\"UNSIGNED_SHORT\",Int32:\"INT\",Uint32:\"UNSIGNED_INT\",Float32:\"FLOAT\"},V=function(t,e,r,n){this.length=e.length,this.attributes=r,this.itemSize=e.bytesPerElement,this.dynamicDraw=n,this.context=t;var i=t.gl;this.buffer=i.createBuffer(),t.bindVertexBuffer.set(this.buffer),i.bufferData(i.ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?i.DYNAMIC_DRAW:i.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};V.prototype.bind=function(){this.context.bindVertexBuffer.set(this.buffer)},V.prototype.updateData=function(t){var e=this.context.gl;this.bind(),e.bufferSubData(e.ARRAY_BUFFER,0,t.arrayBuffer)},V.prototype.enableAttributes=function(t,e){for(var r=0;r<this.attributes.length;r++){var n=e.attributes[this.attributes[r].name];void 0!==n&&t.enableVertexAttribArray(n)}},V.prototype.setVertexAttribPointers=function(t,e,r){for(var n=0;n<this.attributes.length;n++){var i=this.attributes[n],a=e.attributes[i.name];void 0!==a&&t.vertexAttribPointer(a,i.components,t[U[i.type]],!1,this.itemSize,i.offset+this.itemSize*(r||0))}},V.prototype.destroy=function(){this.buffer&&(this.context.gl.deleteBuffer(this.buffer),delete this.buffer)};var q=function(t){this.gl=t.gl,this.default=this.getDefault(),this.current=this.default,this.dirty=!1};q.prototype.get=function(){return this.current},q.prototype.set=function(t){},q.prototype.getDefault=function(){return this.default},q.prototype.setDefault=function(){this.set(this.default)};var H=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.clearColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)},r}(q),G=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 1},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearDepth(t),this.current=t,this.dirty=!1)},e}(q),Y=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearStencil(t),this.current=t,this.dirty=!1)},e}(q),W=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return[!0,!0,!0,!0]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.colorMask(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)},e}(q),X=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.depthMask(t),this.current=t,this.dirty=!1)},e}(q),Z=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 255},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.stencilMask(t),this.current=t,this.dirty=!1)},e}(q),J=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return{func:this.gl.ALWAYS,ref:0,mask:255}},e.prototype.set=function(t){var e=this.current;(t.func!==e.func||t.ref!==e.ref||t.mask!==e.mask||this.dirty)&&(this.gl.stencilFunc(t.func,t.ref,t.mask),this.current=t,this.dirty=!1)},e}(q),K=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){var t=this.gl;return[t.KEEP,t.KEEP,t.KEEP]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||this.dirty)&&(this.gl.stencilOp(t[0],t[1],t[2]),this.current=t,this.dirty=!1)},e}(q),Q=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;t?e.enable(e.STENCIL_TEST):e.disable(e.STENCIL_TEST),this.current=t,this.dirty=!1}},e}(q),$=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return[0,1]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||this.dirty)&&(this.gl.depthRange(t[0],t[1]),this.current=t,this.dirty=!1)},e}(q),tt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;t?e.enable(e.DEPTH_TEST):e.disable(e.DEPTH_TEST),this.current=t,this.dirty=!1}},e}(q),et=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return this.gl.LESS},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.depthFunc(t),this.current=t,this.dirty=!1)},e}(q),rt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;t?e.enable(e.BLEND):e.disable(e.BLEND),this.current=t,this.dirty=!1}},e}(q),nt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){var t=this.gl;return[t.ONE,t.ZERO]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||this.dirty)&&(this.gl.blendFunc(t[0],t[1]),this.current=t,this.dirty=!1)},e}(q),it=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.blendColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)},r}(q),at=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return this.gl.FUNC_ADD},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.blendEquation(t),this.current=t,this.dirty=!1)},e}(q),ot=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;t?e.enable(e.CULL_FACE):e.disable(e.CULL_FACE),this.current=t,this.dirty=!1}},e}(q),st=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return this.gl.BACK},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.cullFace(t),this.current=t,this.dirty=!1)},e}(q),lt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return this.gl.CCW},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.frontFace(t),this.current=t,this.dirty=!1)},e}(q),ct=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.useProgram(t),this.current=t,this.dirty=!1)},e}(q),ut=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return this.gl.TEXTURE0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.activeTexture(t),this.current=t,this.dirty=!1)},e}(q),ft=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){var t=this.gl;return[0,0,t.drawingBufferWidth,t.drawingBufferHeight]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.viewport(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)},e}(q),ht=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindFramebuffer(e.FRAMEBUFFER,t),this.current=t,this.dirty=!1}},e}(q),pt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindRenderbuffer(e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(q),dt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindTexture(e.TEXTURE_2D,t),this.current=t,this.dirty=!1}},e}(q),gt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindBuffer(e.ARRAY_BUFFER,t),this.current=t,this.dirty=!1}},e}(q),mt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){var e=this.gl;e.bindBuffer(e.ELEMENT_ARRAY_BUFFER,t),this.current=t,this.dirty=!1},e}(q),vt=function(t){function e(e){t.call(this,e),this.vao=e.extVertexArrayObject}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){this.vao&&(t!==this.current||this.dirty)&&(this.vao.bindVertexArrayOES(t),this.current=t,this.dirty=!1)},e}(q),yt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 4},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_ALIGNMENT,t),this.current=t,this.dirty=!1}},e}(q),xt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_PREMULTIPLY_ALPHA_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),bt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_FLIP_Y_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),_t=function(t){function e(e,r){t.call(this,e),this.context=e,this.parent=r}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e}(q),wt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.setDirty=function(){this.dirty=!0},e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0),this.current=t,this.dirty=!1}},e}(_t),Tt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferRenderbuffer(e.FRAMEBUFFER,e.DEPTH_ATTACHMENT,e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(_t),kt=function(t,e,r,n){this.context=t,this.width=e,this.height=r;var i=this.framebuffer=t.gl.createFramebuffer();this.colorAttachment=new wt(t,i),n&&(this.depthAttachment=new Tt(t,i))};kt.prototype.destroy=function(){var t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r)}t.deleteFramebuffer(this.framebuffer)};var Mt=function(t,e,r){this.func=t,this.mask=e,this.range=r};Mt.ReadOnly=!1,Mt.ReadWrite=!0,Mt.disabled=new Mt(519,Mt.ReadOnly,[0,1]);var At=function(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a};At.disabled=new At({func:519,mask:0},0,0,7680,7680,7680);var St=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};St.disabled=new St(St.Replace=[1,0],t.Color.transparent,[!1,!1,!1,!1]),St.unblended=new St(St.Replace,t.Color.transparent,[!0,!0,!0,!0]),St.alphaBlended=new St([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Et=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Et.disabled=new Et(!1,1029,2305),Et.backCCW=new Et(!0,1029,2305);var Ct=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new H(this),this.clearDepth=new G(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new X(this),this.stencilMask=new Z(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new $(this),this.depthTest=new tt(this),this.depthFunc=new et(this),this.blend=new rt(this),this.blendFunc=new nt(this),this.blendColor=new it(this),this.blendEquation=new at(this),this.cullFace=new ot(this),this.cullFaceSide=new st(this),this.frontFace=new lt(this),this.program=new ct(this),this.activeTexture=new ut(this),this.viewport=new ft(this),this.bindFramebuffer=new ht(this),this.bindRenderbuffer=new pt(this),this.bindTexture=new dt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new mt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new vt(this),this.pixelStoreUnpack=new yt(this),this.pixelStoreUnpackPremultiplyAlpha=new xt(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\")};Ct.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Ct.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Ct.prototype.createIndexBuffer=function(t,e){return new j(this,t,e)},Ct.prototype.createVertexBuffer=function(t,e,r){return new V(this,t,e,r)},Ct.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i},Ct.prototype.createFramebuffer=function(t,e,r){return new kt(this,t,e,r)},Ct.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,i=0;e&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(i)},Ct.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Ct.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Ct.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Ct.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,St.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Ct.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Lt=function(e){function r(r,n,i){var a=this;e.call(this),this.id=r,this.dispatcher=i,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(a._sourceLoaded=!0),a._sourceLoaded&&!a._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(a.reload(),a.transform&&a.update(a.transform))})),this.on(\"error\",(function(){a._sourceErrored=!0})),this._source=function(e,r,n,i){var a=new D[r.type](e,r,n,i);if(a.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+a.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],a),a}(r,n,i,this),this._tiles={},this._cache=new N(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(It).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var i in this._tiles)this._isIdRenderable(i,e)&&n.push(this._tiles[i]);return e?n.sort((function(e,n){var i=e.tileID,a=n.tileID,o=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle),s=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle);return i.overscaledZ-a.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(It).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,i){if(i)return e.state=\"errored\",void(404!==i.status?this._source.fire(new t.ErrorEvent(i,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var i=this.getTileByID(n);a(t,i),a(i,t)}}function a(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var i in this._tiles){var a=this._tiles[i];if(!(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)){for(var o=a.tileID;a&&a.tileID.overscaledZ>e+1;){var s=a.tileID.scaledTo(a.tileID.overscaledZ-1);(a=this._tiles[s.key])&&a.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var i=t.scaledTo(n),a=this._getLoadedTile(i);if(a)return a}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=Math.ceil(t.width/this._source.tileSize)+1,r=Math.ceil(t.height/this._source.tileSize)+1,n=Math.floor(e*r*5),i=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,n):n;this._cache.setMaxSize(i)},r.prototype.handleWrapJump=function(t){var e=Math.round((t-(void 0===this._prevLng?t:this._prevLng))/360);if(this._prevLng=t,e){var r={};for(var n in this._tiles){var i=this._tiles[n];i.tileID=i.tileID.unwrapTo(i.tileID.wrap+e),r[i.tileID.key]=i}for(var a in this._tiles=r,this._timers)clearTimeout(this._timers[a]),delete this._timers[a];for(var o in this._tiles)this._setTileReloadTimer(o,this._tiles[o])}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var i;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?i=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(i=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(i=i.filter((function(t){return n._source.hasTile(t)})))):i=[];var a=e.coveringZoomLevel(this._source),o=Math.max(a-r.maxOverzooming,this._source.minzoom),s=Math.max(a+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(i,a);if(Pt(this._source.type)){for(var c={},u={},f=0,h=Object.keys(l);f<h.length;f+=1){var p=h[f],d=l[p],g=this._tiles[p];if(g&&!(g.fadeEndTime&&g.fadeEndTime<=t.browser.now())){var m=this.findLoadedParent(d,o);m&&(this._addTile(m.tileID),c[m.tileID.key]=m.tileID),u[p]=d}}for(var v in this._retainLoadedChildren(u,a,s,l),c)l[v]||(this._coveredTiles[v]=!0,l[v]=c[v])}for(var y in l)this._tiles[y].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},i={},a=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],f=this._addTile(u);n[u.key]=u,f.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var h=0,p=t;h<p.length;h+=1){var d=p[h],g=this._tiles[d.key];if(!g.hasData()){if(e+1>this._source.maxzoom){var m=d.children(this._source.maxzoom)[0],v=this.getTile(m);if(v&&v.hasData()){n[m.key]=m;continue}}else{var y=d.children(this._source.maxzoom);if(n[y[0].key]&&n[y[1].key]&&n[y[2].key]&&n[y[3].key])continue}for(var x=g.wasRequested(),b=d.overscaledZ-1;b>=a;--b){var _=d.scaledTo(b);if(i[_.key])break;if(i[_.key]=!0,!(g=this.getTile(_))&&x&&(g=this._addTile(_)),g&&(n[_.key]=_,x=g.wasRequested(),g.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var i=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(i))break;n=i}for(var a=0,o=e;a<o.length;a+=1)this._loadedParentTiles[o[a]]=r}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var i=this,a=[],o=this.transform;if(!o)return a;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),c=s.map((function(t){return o.pointCoordinate(t)})),u=this.getIds(),f=1/0,h=1/0,p=-1/0,d=-1/0,g=0,m=c;g<m.length;g+=1){var v=m[g];f=Math.min(f,v.x),h=Math.min(h,v.y),p=Math.max(p,v.x),d=Math.max(d,v.y)}for(var y=function(e){var n=i._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,g=Math.pow(2,o.zoom-n.tileID.overscaledZ),m=r*n.queryPadding*t.EXTENT/n.tileSize/g,v=[s.getTilePoint(new t.MercatorCoordinate(f,h)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(v[0].x-m<t.EXTENT&&v[0].y-m<t.EXTENT&&v[1].x+m>=0&&v[1].y+m>=0){var y=l.map((function(t){return s.getTilePoint(t)})),x=c.map((function(t){return s.getTilePoint(t)}));a.push({tile:n,tileID:s,queryGeometry:y,cameraQueryGeometry:x,scale:g})}}},x=0;x<u.length;x++)y(x);return a},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,i=r;n<i.length;n+=1){var a=i[n];a.posMatrix=this.transform.calculatePosMatrix(a.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(Pt(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){this._state.updateState(t=t||\"_geojsonTileLayer\",e,r)},r.prototype.removeFeatureState=function(t,e,r){this._state.removeFeatureState(t=t||\"_geojsonTileLayer\",e,r)},r.prototype.getFeatureState=function(t,e){return this._state.getState(t=t||\"_geojsonTileLayer\",e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles)this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\");this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function It(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function Pt(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function zt(){return new t.window.Worker(Yi.workerUrl)}Lt.maxOverzooming=10,Lt.maxUnderzooming=3;var Ot=\"mapboxgl_preloaded_worker_pool\",Dt=function(){this.active={}};Dt.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Dt.workerCount;)this.workers.push(new zt);return this.active[t]=!0,this.workers.slice()},Dt.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Dt.prototype.isPreloaded=function(){return!!this.active[Ot]},Dt.prototype.numActive=function(){return Object.keys(this.active).length};var Rt,Ft=Math.floor(t.browser.hardwareConcurrency/2);function Bt(){return Rt||(Rt=new Dt),Rt}function Nt(e,r){var n={};for(var i in e)\"ref\"!==i&&(n[i]=e[i]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function jt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Nt(t[n],e[t[n].ref]));return t}Dt.workerCount=Math.max(Math.min(Ft,6),1);var Ut={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function Vt(t,e,r){r.push({command:Ut.addSource,args:[t,e[t]]})}function qt(t,e,r){e.push({command:Ut.removeSource,args:[t]}),r[t]=!0}function Ht(t,e,r,n){qt(t,r,n),Vt(t,e,r)}function Gt(e,r,n){var i;for(i in e[n])if(e[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;for(i in r[n])if(r[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;return!0}function Yt(e,r,n,i,a,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}))}function Wt(t){return t.id}function Xt(t,e){return t[e.id]=e,t}var Zt=function(t,e){this.reset(t,e)};Zt.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},Zt.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],i=e*this.paddedLength+this.padding;n<i&&r<this._distances.length;)n=this._distances[++r];var a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))};var Jt=function(t,e,r){var n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var a=0;a<this.xCellCount*this.yCellCount;a++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function Kt(e,r,n,i,a){var o=t.create();return r?(t.scale(o,o,[1/a,1/a,1]),n||t.rotateZ(o,o,i.angle)):t.multiply(o,i.labelPlaneMatrix,e),o}function Qt(e,r,n,i,a){if(r){var o=t.clone(e);return t.scale(o,o,[a,a,1]),n||t.rotateZ(o,o,-i.angle),o}return i.glCoordMatrix}function $t(e,r){var n=[e.x,e.y,0,1];ue(n,n,r);var i=n[3];return{point:new t.Point(n[0]/i,n[1]/i),signedDistanceFromCamera:i}}function te(t,e){return.5+t/e*.5}function ee(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function re(e,r,n,i,a,o,s,l){var c=i?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),f=[256/n.width*2+1,256/n.height*2+1],h=i?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;h.clear();for(var p=e.lineVertexArray,d=i?e.text.placedSymbolArray:e.icon.placedSymbolArray,g=n.transform.width/n.transform.height,m=!1,v=0;v<d.length;v++){var y=d.get(v);if(y.hidden||y.writingMode===t.WritingMode.vertical&&!m)ce(y.numGlyphs,h);else{m=!1;var x=[y.anchorX,y.anchorY,0,1];if(t.transformMat4(x,x,r),ee(x,f)){var b=te(n.transform.cameraToCenterDistance,x[3]),_=t.evaluateSizeForFeature(c,u,y),w=s?_/b:_*b,T=new t.Point(y.anchorX,y.anchorY),k=$t(T,a).point,M={},A=ae(y,w,!1,l,r,a,o,e.glyphOffsetArray,p,h,k,T,M,g);m=A.useVertical,(A.notEnoughRoom||m||A.needsFlipping&&ae(y,w,!0,l,r,a,o,e.glyphOffsetArray,p,h,k,T,M,g).notEnoughRoom)&&ce(y.numGlyphs,h)}else ce(y.numGlyphs,h)}}i?e.text.dynamicLayoutVertexBuffer.updateData(h):e.icon.dynamicLayoutVertexBuffer.updateData(h)}function ne(t,e,r,n,i,a,o,s,l,c,u){var f=s.glyphStartIndex+s.numGlyphs,h=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),g=e.getoffsetX(f-1),m=se(t*d,r,n,i,a,o,s.segment,h,p,l,c,u);if(!m)return null;var v=se(t*g,r,n,i,a,o,s.segment,h,p,l,c,u);return v?{first:m,last:v}:null}function ie(e,r,n,i){return e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i?{useVertical:!0}:(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function ae(e,r,n,i,a,o,s,l,c,u,f,h,p,d){var g,m=r/24,v=e.lineOffsetX*m,y=e.lineOffsetY*m;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=ne(m,l,v,y,n,f,h,e,c,o,p);if(!w)return{notEnoughRoom:!0};var T=$t(w.first.point,s).point,k=$t(w.last.point,s).point;if(i&&!n){var M=ie(e.writingMode,T,k,d);if(M)return M}g=[w.first];for(var A=e.glyphStartIndex+1;A<x-1;A++)g.push(se(m*l.getoffsetX(A),v,y,n,f,h,e.segment,b,_,c,o,p));g.push(w.last)}else{if(i&&!n){var S=$t(h,a).point,E=e.lineStartIndex+e.segment+1,C=new t.Point(c.getx(E),c.gety(E)),L=$t(C,a),I=L.signedDistanceFromCamera>0?L.point:oe(h,C,S,1,a),P=ie(e.writingMode,S,I,d);if(P)return P}var z=se(m*l.getoffsetX(e.glyphStartIndex),v,y,n,f,h,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p);if(!z)return{notEnoughRoom:!0};g=[z]}for(var O=0,D=g;O<D.length;O+=1){var R=D[O];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function oe(t,e,r,n,i){var a=$t(t.add(t.sub(e)._unit()),i).point,o=r.sub(a);return r.add(o._mult(n/o.mag()))}function se(e,r,n,i,a,o,s,l,c,u,f,h){var p=i?e-r:e+r,d=p>0?1:-1,g=0;i&&(d*=-1,g=Math.PI),d<0&&(g+=Math.PI);for(var m=d>0?l+s:l+s+1,v=a,y=a,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((m+=d)<l||m>=c)return null;if(y=v,w.push(v),void 0===(v=h[m])){var T=new t.Point(u.getx(m),u.gety(m)),k=$t(T,f);if(k.signedDistanceFromCamera>0)v=h[m]=k.point;else{var M=m-d;v=oe(0===x?o:new t.Point(u.getx(M),u.gety(M)),T,y,_-x+1,f)}}x+=b,b=y.dist(v)}var A=(_-x)/b,S=v.sub(y),E=S.mult(A)._add(y);E._add(S._unit()._perp()._mult(n*d));var C=g+Math.atan2(v.y-y.y,v.x-y.x);return w.push(E),{point:E,angle:C,path:w}}Jt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Jt.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Jt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Jt.prototype._insertBoxCell=function(t,e,r,n,i,a){this.boxCells[i].push(a)},Jt.prototype._insertCircleCell=function(t,e,r,n,i,a){this.circleCells[i].push(a)},Jt.prototype._query=function(t,e,r,n,i,a){if(r<0||t>this.width||n<0||e>this.height)return!i&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],f=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-f,y1:u-f,x2:c+f,y2:u+f})}return a?o.filter(a):o}return this._forEachCell(t,e,r,n,this._queryCell,o,{hitTest:i,seenUids:{box:{},circle:{}}},a),i?o.length>0:o},Jt.prototype._queryCircle=function(t,e,r,n,i){var a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!n&&[];var c=[];return this._forEachCell(a,s,o,l,this._queryCellCircle,c,{hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}},i),n?c.length>0:c},Jt.prototype.query=function(t,e,r,n,i){return this._query(t,e,r,n,!1,i)},Jt.prototype.hitTest=function(t,e,r,n,i){return this._query(t,e,r,n,!0,i)},Jt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Jt.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=o.seenUids,c=this.boxCells[i];if(null!==c)for(var u=this.bboxes,f=0,h=c;f<h.length;f+=1){var p=h[f];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return a.push(!0),!0;a.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var g=this.circleCells[i];if(null!==g)for(var m=this.circles,v=0,y=g;v<y.length;v+=1){var x=y[v];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(m[b],m[b+1],m[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return a.push(!0),!0;var _=m[b],w=m[b+1],T=m[b+2];a.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Jt.prototype._queryCellCircle=function(t,e,r,n,i,a,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[i];if(null!==u)for(var f=this.bboxes,h=0,p=u;h<p.length;h+=1){var d=p[h];if(!c.box[d]){c.box[d]=!0;var g=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,f[g+0],f[g+1],f[g+2],f[g+3])&&(!s||s(this.boxKeys[d])))return a.push(!0),!0}}var m=this.circleCells[i];if(null!==m)for(var v=this.circles,y=0,x=m;y<x.length;y+=1){var b=x[y];if(!c.circle[b]){c.circle[b]=!0;var _=3*b;if(this._circlesCollide(v[_],v[_+1],v[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return a.push(!0),!0}}},Jt.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),f=this._convertToYCellCoord(n),h=l;h<=u;h++)for(var p=c;p<=f;p++)if(i.call(this,t,e,r,n,this.xCellCount*p+h,a,o,s))return},Jt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Jt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Jt.prototype._circlesCollide=function(t,e,r,n,i,a){var o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s},Jt.prototype._circleAndRectCollide=function(t,e,r,n,i,a,o){var s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-i)/2,u=Math.abs(e-(i+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var f=l-s,h=u-c;return f*f+h*h<=r*r};var le=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function ce(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(le,3*n)}}function ue(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15],t}var fe=function(t,e,r){void 0===e&&(e=new Jt(t.width+200,t.height+200,25)),void 0===r&&(r=new Jt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+100,this.screenBottomBoundary=t.height+100,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function he(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}fe.prototype.placeCollisionBox=function(t,e,r,n,i){var a=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*a.perspectiveRatio,s=t.x1*o+a.point.x,l=t.y1*o+a.point.y,c=t.x2*o+a.point.x,u=t.y2*o+a.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,i)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},fe.prototype.placeCollisionCircles=function(e,r,n,i,a,o,s,l,c,u,f,h,p){var d=[],g=new t.Point(r.anchorX,r.anchorY),m=$t(g,o),v=te(this.transform.cameraToCenterDistance,m.signedDistanceFromCamera),y=(u?a/v:a*v)/t.ONE_EM,x=$t(g,s).point,b=ne(y,i,r.lineOffsetX*y,r.lineOffsetY*y,!1,x,g,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*h*v+p,M=new t.Point(-100,-100),A=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new Zt,E=b.first,C=b.last,L=[],I=E.path.length-1;I>=1;I--)L.push(E.path[I]);for(var P=1;P<C.path.length;P++)L.push(C.path[P]);var z=2.5*k;if(l){var O=L.map((function(t){return $t(t,l)}));L=O.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:O.map((function(t){return t.point}))}var D=[];if(L.length>0){for(var R=L[0].clone(),F=L[0].clone(),B=1;B<L.length;B++)R.x=Math.min(R.x,L[B].x),R.y=Math.min(R.y,L[B].y),F.x=Math.max(F.x,L[B].x),F.y=Math.max(F.y,L[B].y);D=R.x>=M.x&&F.x<=A.x&&R.y>=M.y&&F.y<=A.y?[L]:F.x<M.x||R.x>A.x||F.y<M.y||R.y>A.y?[]:t.clipLine([L],M.x,M.y,A.x,A.y)}for(var N=0,j=D;N<j.length;N+=1){var U;S.reset(j[N],.25*k),U=S.length<=.5*k?1:Math.ceil(S.paddedLength/z)+1;for(var V=0;V<U;V++){var q=V/Math.max(U-1,1),H=S.lerp(q),G=H.x+100,Y=H.y+100;d.push(G,Y,k,0);var W=G-k,X=Y-k,Z=G+k,J=Y+k;if(T=T&&this.isOffscreen(W,X,Z,J),w=w||this.isInsideGrid(W,X,Z,J),!e&&this.grid.hitTestCircle(G,Y,k,f)&&(_=!0,!c))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!c&&_||!w?[]:d,offscreen:T,collisionDetected:_}},fe.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,i=1/0,a=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+100,c.y+100);n=Math.min(n,u.x),i=Math.min(i,u.y),a=Math.max(a,u.x),o=Math.max(o,u.y),r.push(u)}for(var f={},h={},p=0,d=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o));p<d.length;p+=1){var g=d[p],m=g.key;if(void 0===f[m.bucketInstanceId]&&(f[m.bucketInstanceId]={}),!f[m.bucketInstanceId][m.featureIndex]){var v=[new t.Point(g.x1,g.y1),new t.Point(g.x2,g.y1),new t.Point(g.x2,g.y2),new t.Point(g.x1,g.y2)];t.polygonIntersectsPolygon(r,v)&&(f[m.bucketInstanceId][m.featureIndex]=!0,void 0===h[m.bucketInstanceId]&&(h[m.bucketInstanceId]=[]),h[m.bucketInstanceId].push(m.featureIndex))}}return h},fe.prototype.insertCollisionBox=function(t,e,r,n,i){(e?this.ignoredGrid:this.grid).insert({bucketInstanceId:r,featureIndex:n,collisionGroupID:i},t[0],t[1],t[2],t[3])},fe.prototype.insertCollisionCircles=function(t,e,r,n,i){for(var a=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:i},s=0;s<t.length;s+=4)a.insertCircle(o,t[s],t[s+1],t[s+2])},fe.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var i=[r,n,0,1];return ue(i,i,e),{point:new t.Point((i[0]/i[3]+1)/2*this.transform.width+100,(-i[1]/i[3]+1)/2*this.transform.height+100),perspectiveRatio:.5+this.transform.cameraToCenterDistance/i[3]*.5}},fe.prototype.isOffscreen=function(t,e,r,n){return r<100||t>=this.screenRightBoundary||n<100||e>this.screenBottomBoundary},fe.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},fe.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var pe=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};pe.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var de=function(t,e,r,n,i){this.text=new pe(t?t.text:null,e,r,i),this.icon=new pe(t?t.icon:null,e,n,i)};de.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var ge=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},me=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},ve=function(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i},ye=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function xe(e,r,n,i,a){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,i);return new t.Point(s+c[0]*a,l+c[1]*a)}function be(e,r,n,i,a,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,f=e.anchorPointX,h=e.anchorPointY,p=new t.Point(r,n);return i&&p._rotate(a?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:f,anchorPointY:h}}ye.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var _e=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new fe(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new ye(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function we(t,e,r,n,i){t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0)}_e.prototype.getBucketParts=function(e,r,n,i){var a=n.getBucket(r),o=n.latestFeatureIndex;if(a&&o&&r.id===a.layerIds[0]){var s=n.collisionBoxArray,l=a.layers[0].layout,c=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),u=n.tileSize/t.EXTENT,f=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),h=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=he(n,1,this.transform.zoom),g=Kt(f,h,p,this.transform,d),m=null;if(h){var v=Qt(f,h,p,this.transform,d);m=t.multiply([],this.transform.labelPlaneMatrix,v)}this.retainedQueryData[a.bucketInstanceId]=new ve(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);var y={bucket:a,layout:l,posMatrix:f,textLabelPlaneMatrix:g,labelToScreenMatrix:m,scale:c,textPixelRatio:u,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(var x=0,b=a.sortKeyRanges;x<b.length;x+=1){var _=b[x];e.push({sortKey:_.sortKey,symbolInstanceStart:_.symbolInstanceStart,symbolInstanceEnd:_.symbolInstanceEnd,parameters:y})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:y})}},_e.prototype.attemptAnchorPlacement=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d){var g,m=[f.textOffset0,f.textOffset1],v=xe(t,r,n,m,i),y=this.collisionIndex.placeCollisionBox(be(e,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate);if(!d||0!==this.collisionIndex.placeCollisionBox(be(d,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate).box.length)return y.box.length>0?(this.prevPlacement&&this.prevPlacement.variableOffsets[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID].text&&(g=this.prevPlacement.variableOffsets[f.crossTileID].anchor),this.variableOffsets[f.crossTileID]={textOffset:m,width:r,height:n,anchor:t,textBoxScale:i,prevAnchor:g},this.markUsedJustification(h,t,f,p),h.allowVerticalPlacement&&(this.markUsedOrientation(h,p,f),this.placedOrientations[f.crossTileID]=p),{shift:v,placedGlyphBoxes:y}):void 0},_e.prototype.placeLayerBucketPart=function(e,r,n){var i=this,a=e.parameters,o=a.bucket,s=a.layout,l=a.posMatrix,c=a.textLabelPlaneMatrix,u=a.labelToScreenMatrix,f=a.textPixelRatio,h=a.holdingForFade,p=a.collisionBoxArray,d=a.partiallyEvaluatedTextSize,g=a.collisionGroup,m=s.get(\"text-optional\"),v=s.get(\"icon-optional\"),y=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=y&&(x||!o.hasIconData()||v),M=x&&(y||!o.hasTextData()||m);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var A=function(e,a){if(!r[e.crossTileID])if(h)i.placements[e.crossTileID]=new ge(!1,!1,!1);else{var p,T=!1,A=!1,S=!0,E=null,C={box:null,offscreen:null},L={box:null,offscreen:null},I=null,P=null,z=0,O=0,D=0;a.textFeatureIndex?z=a.textFeatureIndex:e.useRuntimeCollisionCircles&&(z=e.featureIndex),a.verticalTextFeatureIndex&&(O=a.verticalTextFeatureIndex);var R=a.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&i.prevPlacement){var a=i.prevPlacement.placedOrientations[e.crossTileID];a&&(i.placedOrientations[e.crossTileID]=a,i.markUsedOrientation(o,n=a,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&a.verticalTextBox)for(var i=0,s=o.writingModes;i<s.length&&(s[i]===t.WritingMode.vertical?(C=n(),L=C):C=r(),!(C&&C.box&&C.box.length));i+=1);else C=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(i.prevPlacement&&i.prevPlacement.variableOffsets[e.crossTileID]){var j=i.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var a=t.x2-t.x1,s=t.y2-t.y1,c=e.textBoxScale,u=w&&!x?r:null,h={box:[],offscreen:!1},p=y?2*N.length:N.length,d=0;d<p;++d){var m=i.attemptAnchorPlacement(N[d%N.length],t,a,s,c,b,_,f,l,g,d>=N.length,e,o,n,u);if(m&&(h=m.placedGlyphBoxes)&&h.box&&h.box.length){T=!0,E=m.shift;break}}return h};B((function(){return U(R,a.iconBox,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&!(C&&C.box&&C.box.length)&&e.numVerticalGlyphVertices>0&&r?U(r,a.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),C&&(T=C.box,S=C.offscreen);var V=F(C&&C.box);if(!T&&i.prevPlacement){var q=i.prevPlacement.variableOffsets[e.crossTileID];q&&(i.variableOffsets[e.crossTileID]=q,i.markUsedJustification(o,q.anchor,e,V))}}else{var H=function(t,r){var n=i.collisionIndex.placeCollisionBox(t,y,f,l,g.predicate);return n&&n.box&&n.box.length&&(i.markUsedOrientation(o,r,e),i.placedOrientations[e.crossTileID]=r),n};B((function(){return H(R,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?H(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(C&&C.box&&C.box.length)}}if(T=(p=C)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Y=t.evaluateSizeForFeature(o.textSizeData,d,G),W=s.get(\"text-padding\");I=i.collisionIndex.placeCollisionCircles(y,G,o.lineVertexArray,o.glyphOffsetArray,Y,l,c,u,n,_,g.predicate,e.collisionCircleDiameter,W),T=y||I.circles.length>0&&!I.collisionDetected,S=S&&I.offscreen}if(a.iconFeatureIndex&&(D=a.iconFeatureIndex),a.iconBox){var X=function(t){var e=w&&E?be(t,E.x,E.y,b,_,i.transform.angle):t;return i.collisionIndex.placeCollisionBox(e,x,f,l,g.predicate)};A=L&&L.box&&L.box.length&&a.verticalIconBox?(P=X(a.verticalIconBox)).box.length>0:(P=X(a.iconBox)).box.length>0,S=S&&P.offscreen}var Z=m||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,J=v||0===e.numIconVertices;if(Z||J?J?Z||(A=A&&T):T=A&&T:A=T=A&&T,T&&p&&p.box&&i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,L&&L.box&&O?O:z,g.ID),A&&P&&i.collisionIndex.insertCollisionBox(P.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,D,g.ID),I&&(T&&i.collisionIndex.insertCollisionCircles(I.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,z,g.ID),n)){var K=o.bucketInstanceId,Q=i.collisionCircleArrays[K];void 0===Q&&(Q=i.collisionCircleArrays[K]=new me);for(var $=0;$<I.circles.length;$+=4)Q.circles.push(I.circles[$+0]),Q.circles.push(I.circles[$+1]),Q.circles.push(I.circles[$+2]),Q.circles.push(I.collisionDetected?1:0)}i.placements[e.crossTileID]=new ge(T||k,A||M,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var C=S[E];A(o.symbolInstances.get(C),o.collisionArrays[C])}else for(var L=e.symbolInstanceStart;L<e.symbolInstanceEnd;L++)A(o.symbolInstances.get(L),o.collisionArrays[L]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var I=this.collisionCircleArrays[o.bucketInstanceId];t.invert(I.invProjMatrix,l),I.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},_e.prototype.markUsedJustification=function(e,r,n,i){var a;a=i===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:{left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex}[t.getAnchorJustification(r)];for(var o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];o<s.length;o+=1){var l=s[o];l>=0&&(e.text.placedSymbolArray.get(l).crossTileID=a>=0&&l!==a?0:n.crossTileID)}},_e.prototype.markUsedOrientation=function(e,r,n){for(var i=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,a=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1)e.text.placedSymbolArray.get(s[o]).placedOrientation=i;n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)},_e.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=i[s];c?(this.opacities[s]=new de(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new de(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in i){var f=i[u];if(!this.opacities[u]){var h=new de(f,n,!1,!1);h.isHidden()||(this.opacities[u]=h,r=r||f.text.placed||f.icon.placed)}}for(var p in a)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=a[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},_e.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){var a=i[n],o=a.getBucket(t);o&&a.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,a.collisionBoxArray)}},_e.prototype.updateBucketOpacities=function(e,r,n){var i=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var a=e.layers[0].layout,o=new de(null,0,!1,!1,!0),s=a.get(\"text-allow-overlap\"),l=a.get(\"icon-allow-overlap\"),c=a.get(\"text-variable-anchor\"),u=\"map\"===a.get(\"text-rotation-alignment\"),f=\"map\"===a.get(\"text-pitch-alignment\"),h=\"none\"!==a.get(\"icon-text-fit\"),p=new de(null,0,s&&(l||!e.hasIconData()||a.get(\"icon-optional\")),l&&(s||!e.hasTextData()||a.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},g=function(n){var a=e.symbolInstances.get(n),s=a.numHorizontalGlyphVertices,l=a.numVerticalGlyphVertices,g=a.crossTileID,m=i.opacities[g];r[g]?m=o:m||(i.opacities[g]=m=p),r[g]=!0;var v=a.numIconVertices>0,y=i.placedOrientations[a.crossTileID],x=y===t.WritingMode.vertical,b=y===t.WritingMode.horizontal||y===t.WritingMode.horizontalOnly;if(s>0||l>0){var _=Le(m.text);d(e.text,s,x?Ie:_),d(e.text,l,b?Ie:_);var w=m.text.isHidden();[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=w||x?1:0)})),a.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(a.verticalPlacedTextSymbolIndex).hidden=w||b?1:0);var T=i.variableOffsets[a.crossTileID];T&&i.markUsedJustification(e,T.anchor,a,y);var k=i.placedOrientations[a.crossTileID];k&&(i.markUsedJustification(e,\"left\",a,k),i.markUsedOrientation(e,k,a))}if(v){var M=Le(m.icon),A=!(h&&a.verticalPlacedIconSymbolIndex&&x);a.placedIconSymbolIndex>=0&&(d(e.icon,a.numIconVertices,A?M:Ie),e.icon.placedSymbolArray.get(a.placedIconSymbolIndex).hidden=m.icon.isHidden()),a.verticalPlacedIconSymbolIndex>=0&&(d(e.icon,a.numVerticalIconVertices,A?Ie:M),e.icon.placedSymbolArray.get(a.verticalPlacedIconSymbolIndex).hidden=m.icon.isHidden())}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var S=e.collisionArrays[n];if(S){var E=new t.Point(0,0);if(S.textBox||S.verticalTextBox){var C=!0;if(c){var L=i.variableOffsets[g];L?(E=xe(L.anchor,L.width,L.height,L.textOffset,L.textBoxScale),u&&E._rotate(f?i.transform.angle:-i.transform.angle)):C=!1}S.textBox&&we(e.textCollisionBox.collisionVertexArray,m.text.placed,!C||x,E.x,E.y),S.verticalTextBox&&we(e.textCollisionBox.collisionVertexArray,m.text.placed,!C||b,E.x,E.y)}var I=Boolean(!b&&S.verticalIconBox);S.iconBox&&we(e.iconCollisionBox.collisionVertexArray,m.icon.placed,I,h?E.x:0,h?E.y:0),S.verticalIconBox&&we(e.iconCollisionBox.collisionVertexArray,m.icon.placed,!I,h?E.x:0,h?E.y:0)}}},m=0;m<e.symbolInstances.length;m++)g(m);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var v=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=v.invProjMatrix,e.placementViewportMatrix=v.viewportMatrix,e.collisionCircleArray=v.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},_e.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},_e.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},_e.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},_e.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},_e.prototype.setStale=function(){this.stale=!0};var Te=Math.pow(2,25),ke=Math.pow(2,24),Me=Math.pow(2,17),Ae=Math.pow(2,16),Se=Math.pow(2,9),Ee=Math.pow(2,8),Ce=Math.pow(2,1);function Le(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*Te+e*ke+r*Me+e*Ae+r*Se+e*Ee+r*Ce+e}var Ie=0,Pe=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Pe.prototype.continuePlacement=function(t,e,r,n,i){for(var a=this._bucketParts;this._currentTileIndex<t.length;)if(e.getBucketParts(a,n,t[this._currentTileIndex],this._sortAcrossTiles),this._currentTileIndex++,i())return!0;for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<a.length;)if(e.placeLayerBucketPart(a[this._currentPartIndex],this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0;return!1};var ze=function(t,e,r,n,i,a,o){this.placement=new _e(t,i,a,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};ze.prototype.isDone=function(){return this._done},ze.prototype.continuePlacement=function(e,r,n){for(var i=this,a=t.browser.now(),o=function(){var e=t.browser.now()-a;return!i._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Pe(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},ze.prototype.commit=function(t){return this.placement.commit(t),this.placement};var Oe=512/t.EXTENT/2,De=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var i=e.get(n),a=i.key;this.indexedSymbolInstances[a]||(this.indexedSymbolInstances[a]=[]),this.indexedSymbolInstances[a].push({crossTileID:i.crossTileID,coord:this.getScaledCoordinates(i,t)})}};De.prototype.getScaledCoordinates=function(e,r){var n=Oe/Math.pow(2,r.canonical.z-this.tileID.canonical.z);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*n),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*n)}},De.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),i=0;i<t.length;i++){var a=t.get(i);if(!a.crossTileID){var o=this.indexedSymbolInstances[a.key];if(o)for(var s=this.getScaledCoordinates(a,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,a.crossTileID=u.crossTileID;break}}}}};var Re=function(){this.maxCrossTileID=0};Re.prototype.generate=function(){return++this.maxCrossTileID};var Fe=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Fe.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],i={};for(var a in n){var o=n[a];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),i[o.tileID.key]=o}this.indexes[r]=i}this.lng=t},Fe.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++)e.symbolInstances.get(n).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var i=this.usedCrossTileIDs[t.overscaledZ];for(var a in this.indexes){var o=this.indexes[a];if(Number(a)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,i)}else{var c=o[t.scaledTo(Number(a)).key];c&&c.findMatches(e.symbolInstances,t,i)}}for(var u=0;u<e.symbolInstances.length;u++){var f=e.symbolInstances.get(u);f.crossTileID||(f.crossTileID=r.generate(),i[f.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new De(t,e.symbolInstances,e.bucketInstanceId),!0},Fe.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,i=e.indexedSymbolInstances[r];n<i.length;n+=1)delete this.usedCrossTileIDs[t][i[n].crossTileID]},Fe.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e};var Be=function(){this.layerIndexes={},this.crossTileIDs=new Re,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Be.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Fe);var i=!1,a={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(i=!0),a[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i},Be.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var Ne=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},je=t.pick(Ut,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ue=t.pick(Ut,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),Ve=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var i,a=t.styleSpec.$root[n];a.required&&null!=(i=\"version\"===n?r:\"array\"===a.type?[]:{})&&(e[n]=i)}return e}(),qe=function(e){function r(n,i){var a=this;void 0===i&&(i={}),e.call(this),this.map=n,this.dispatcher=new k(Bt(),this),this.imageManager=new h,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,i.localIdeographFontFamily),this.lineAtlas=new T(256,512),this.crossTileSymbolIndex=new Be,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){o.dispatcher.broadcast(\"syncRTLPluginState\",{pluginStatus:e.pluginStatus,pluginURL:e.pluginURL},(function(e,r){if(t.triggerPluginCompletionEvent(e),r&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=a.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in a._layers){var i=a._layers[n];i.source===r.id&&a._validateLayer(i)}}}}))}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var i=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var a=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(a,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,i)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(Ve,!1)},r.prototype._load=function(e,r){if(!r||!Ne(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=jt(this.stylesheet.layers);this._order=i.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var a=0,o=i;a<o.length;a+=1){var s=o[a];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new w(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var i,a,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,i=e,u())})),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){c=null,o||(o=t,a=e,u())}));function u(){if(o)n(o);else if(i&&a){var e=t.browser.getImageData(a),r={};for(var s in i){var l=i[s],c=l.width,u=l.height,f=l.x,h=l.y,p=l.sdf,d=l.pixelRatio,g=l.stretchX,m=l.stretchY,v=l.content,y=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,y,{x:f,y:h},{x:0,y:0},{width:c,height:u}),r[s]={data:y,pixelRatio:d,sdf:p,stretchX:g,stretchY:m,content:v}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var i in n)r.imageManager.addImage(i,n[i]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var i=r.getSource();(\"geojson\"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+i.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=this._layers[n[r]];\"custom\"!==i.type&&e.push(i.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),i=Object.keys(this._removedLayers);for(var a in(n.length||i.length)&&this._updateWorkerLayers(n,i),this._updatedSources){var o=this._updatedSources[a];\"reload\"===o?this._reloadSource(a):\"clear\"===o&&this._clearSource(a)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var c=0,u=this._order;c<u.length;c+=1){var f=this._layers[u[c]];f.recalculate(e,this._availableImages),!f.isHidden(e.zoom)&&f.source&&(this.sourceCaches[f.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),Ne(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=jt(e.layers);var n=function(e,r){if(!e)return[{command:Ut.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ut.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ut.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ut.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ut.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ut.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ut.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ut.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ut.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ut.setLight,args:[r.light]});var i={},a=[];!function(e,r,n,i){var a;for(a in r=r||{},e=e||{})e.hasOwnProperty(a)&&(r.hasOwnProperty(a)||qt(a,n,i));for(a in r)r.hasOwnProperty(a)&&(e.hasOwnProperty(a)?t.deepEqual(e[a],r[a])||(\"geojson\"===e[a].type&&\"geojson\"===r[a].type&&Gt(e,r,a)?n.push({command:Ut.setGeoJSONSourceData,args:[a,r[a].data]}):Ht(a,r,n,i)):Vt(a,r,n))}(e.sources,r.sources,a,i);var o=[];e.layers&&e.layers.forEach((function(t){i[t.source]?n.push({command:Ut.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(a),function(e,r,n){r=r||[];var i,a,o,s,l,c,u,f=(e=e||[]).map(Wt),h=r.map(Wt),p=e.reduce(Xt,{}),d=r.reduce(Xt,{}),g=f.slice(),m=Object.create(null);for(i=0,a=0;i<f.length;i++)d.hasOwnProperty(o=f[i])?a++:(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.indexOf(o,a),1));for(i=0,a=0;i<h.length;i++)g[g.length-1-i]!==(o=h[h.length-1-i])&&(p.hasOwnProperty(o)?(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.lastIndexOf(o,g.length-a),1)):a++,n.push({command:Ut.addLayer,args:[d[o],c=g[g.length-i]]}),g.splice(g.length-i,0,o),m[o]=!0);for(i=0;i<h.length;i++)if(s=p[o=h[i]],l=d[o],!m[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(u in Yt(s.layout,l.layout,n,o,null,Ut.setLayoutProperty),Yt(s.paint,l.paint,n,o,null,Ut.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ut.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ut.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:Ut.removeLayer,args:[o]}),c=g[g.lastIndexOf(o)+1],n.push({command:Ut.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Ut.setStyle,args:[r]}]}return n}(this.serialize(),e).filter((function(t){return!(t.command in Ue)}));if(0===n.length)return!1;var i=n.filter((function(t){return!(t.command in je)}));if(i.length>0)throw new Error(\"Unimplemented: \"+i.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var i=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n))){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var a=this.sourceCaches[e]=new Lt(e,r,this.dispatcher);a.style=this,a.setEventedParent(this,(function(){return{isSourceLoaded:i.loaded(),source:a.serialize(),sourceId:e}})),a.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=e.id;if(this.getLayer(i))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+i+'\" already exists on this map')));else{var a;if(\"custom\"===e.type){if(Ne(this,t.validateCustomStyleLayer(e)))return;a=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(i,e.source),e=t.clone$1(e),e=t.extend(e,{source:i})),this._validate(t.validateStyle.layer,\"layers.\"+i,e,{arrayIndex:-1},n))return;a=t.createStyleLayer(e),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}}),this._serializedLayers[a.id]=a.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&\"custom\"!==a.type){var s=this._removedLayers[i];delete this._removedLayers[i],s.type!==a.type?this._updatedSources[a.source]=\"clear\":(this._updatedSources[a.source]=\"reload\",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(i,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var i=this.getLayer(e);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=this.getLayer(e);if(i){if(!t.deepEqual(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(t.validateStyle.filter,\"layers.\"+i.id+\".filter\",r,null,n)||(i.filter=t.clone$1(r),this._updateLayer(i)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=e.sourceLayer,a=this.sourceCaches[n];if(void 0!==a){var o=a.getSource().type;\"geojson\"===o&&i?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||i?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.setFeatureState(i,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=this.sourceCaches[n];if(void 0!==i){var a=i.getSource().type,o=\"vector\"===a?e.sourceLayer:void 0;\"vector\"!==a||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):i.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,i=this.sourceCaches[r];if(void 0!==i){if(\"vector\"!==i.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},i=[],a=this._order.length-1;a>=0;a--){var o=this._order[a];if(r(o)){n[o]=a;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,f=c;u<f.length;u+=1)i.push(f[u])}}}i.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var h=[],p=this._order.length-1;p>=0;p--){var d=this._order[p];if(r(d))for(var g=i.length-1;g>=0;g--){var m=i[g].feature;if(n[m.layer.id]<p)break;h.push(m),i.pop()}else for(var v=0,y=t;v<y.length;v+=1){var x=y[v][d];if(x)for(var b=0,_=x;b<_.length;b+=1)h.push(_[b].feature)}}return h},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var a=0,o=r.layers;a<o.length;a+=1){var s=o[a],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];i[l.source]=!0}}var c=[];for(var u in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!i[u]||c.push(F(this.sourceCaches[u],this._layers,this._serializedLayers,e,r,n));return this.placement&&c.push(function(t,e,r,n,i,a,o){for(var s={},l=a.queryRenderedSymbols(n),c=[],u=0,f=Object.keys(l).map(Number);u<f.length;u+=1)c.push(o[f[u]]);c.sort(B);for(var h=function(){var r=d[p],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(var a in n){var o=s[a]=s[a]||[],c=n[a];c.sort((function(t,e){var n=r.featureSortOrder;if(n){var i=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-i}return e.featureIndex-t.featureIndex}));for(var u=0,f=c;u<f.length;u+=1)o.push(f[u])}},p=0,d=c;p<d.length;p+=1)h();var g=function(e){s[e].forEach((function(n){var i=n.feature,a=r[t[e].source].getFeatureState(i.layer[\"source-layer\"],i.id);i.source=i.layer.source,i.layer[\"source-layer\"]&&(i.sourceLayer=i.layer[\"source-layer\"]),i.state=a}))};for(var m in s)g(m);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],i={},a=0;a<r.length;a++){var o=r[a],s=o.tileID.canonical.key;i[s]||(i[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),i=!1;for(var a in e)if(!t.deepEqual(e[a],n[a])){i=!0;break}if(i){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,i,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&Ne(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},i)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers)this._layers[e].setEventedParent(null);for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,i,a){void 0===a&&(a=!1);for(var o=!1,s=!1,l={},c=0,u=this._order;c<u.length;c+=1){var f=this._layers[u[c]];if(\"symbol\"===f.type){if(!l[f.source]){var h=this.sourceCaches[f.source];l[f.source]=h.getRenderableIds(!0).map((function(t){return h.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var p=this.crossTileSymbolIndex.addLayer(f,l[f.source],e.center.lng);o=o||p}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((a=a||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new ze(e,this._order,a,r,n,i,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var d=0,g=this._order;d<g.length;d+=1){var m=this._layers[g[d]];\"symbol\"===m.type&&this.placement.updateLayerOpacities(m,l[m.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);qe.getSourceType=function(t){return D[t]},qe.setSourceType=function(t,e){D[t]=e},qe.registerForPluginStateChange=t.registerForPluginStateChange;var He=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Ge=vr(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),Ye=vr(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),We=vr(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),Xe=vr(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Ze=vr(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Je=vr(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),Ke=vr(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),Qe=vr(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),$e=vr(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),tr=vr(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),er=vr(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),rr=vr(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),nr=vr(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),ir=vr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),ar=vr(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),or=vr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),sr=vr(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),lr=vr(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),cr=vr(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),ur=vr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),fr=vr(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),hr=vr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),pr=vr(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),dr=vr(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),gr=vr(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),mr=vr(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function vr(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,i,a){return n[a]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,i,a){var o=\"float\"===i?\"vec2\":\"vec4\",s=a.match(/color/)?\"color\":o;return n[a]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"}))}}var yr=Object.freeze({__proto__:null,prelude:Ge,background:Ye,backgroundPattern:We,circle:Xe,clippingMask:Ze,heatmap:Je,heatmapTexture:Ke,collisionBox:Qe,collisionCircle:$e,debug:tr,fill:er,fillOutline:rr,fillOutlinePattern:nr,fillPattern:ir,fillExtrusion:ar,fillExtrusionPattern:or,hillshadePrepare:sr,hillshade:lr,line:cr,lineGradient:ur,linePattern:fr,lineSDF:hr,raster:pr,symbolIcon:dr,symbolSDF:gr,symbolTextAndIcon:mr}),xr=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};xr.prototype.bind=function(t,e,r,n,i,a,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);t.extVertexArrayObject&&this.vao&&this.boundProgram===e&&this.boundLayoutVertexBuffer===r&&!l&&this.boundIndexBuffer===i&&this.boundVertexOffset===a&&this.boundDynamicVertexBuffer===o&&this.boundDynamicVertexBuffer2===s?(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind()):this.freshBind(e,r,n,i,a,o,s)},xr.prototype.freshBind=function(t,e,r,n,i,a,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var f=l;f<s;f++)u.disableVertexAttribArray(f)}e.enableAttributes(u,t);for(var h=0,p=r;h<p.length;h+=1)p[h].enableAttributes(u,t);a&&a.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,i);for(var d=0,g=r;d<g.length;d+=1){var m=g[d];m.bind(),m.setVertexAttribPointers(u,t,i)}a&&(a.bind(),a.setVertexAttribPointers(u,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,i)),c.currentNumAttributes=l},xr.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var br=function(t,e,r,n,i){var a=t.gl;this.program=a.createProgram();var o=r?r.defines():[];i&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Ge.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Ge.vertexSource,e.vertexSource).join(\"\\n\"),c=a.createShader(a.FRAGMENT_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(c,s),a.compileShader(c),a.attachShader(this.program,c);var u=a.createShader(a.VERTEX_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(u,l),a.compileShader(u),a.attachShader(this.program,u);for(var f=r?r.layoutAttributes:[],h=0;h<f.length;h++)a.bindAttribLocation(this.program,h,f[h].name);a.linkProgram(this.program),a.deleteShader(u),a.deleteShader(c),this.numAttributes=a.getProgramParameter(this.program,a.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var g=a.getActiveAttrib(this.program,d);g&&(this.attributes[g.name]=a.getAttribLocation(this.program,g.name))}for(var m=a.getProgramParameter(this.program,a.ACTIVE_UNIFORMS),v=0;v<m;v++){var y=a.getActiveUniform(this.program,v);y&&(p[y.name]=a.getUniformLocation(this.program,y.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function _r(t,e,r){var n=1/he(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}br.prototype.draw=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g){var m,v=t.gl;if(!this.failedToCreate){for(var y in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),this.fixedUniforms)this.fixedUniforms[y].set(o[y]);p&&p.setUniforms(t,this.binderUniforms,f,{zoom:h});for(var x=(m={},m[v.LINES]=2,m[v.TRIANGLES]=3,m[v.LINE_STRIP]=1,m)[e],b=0,_=u.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new xr)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,g),v.drawElements(e,w.primitiveLength*x,v.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var wr=function(e,r,n,i){var a=r.style.light,o=a.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===a.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=a.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:a.properties.get(\"intensity\"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:i}},Tr=function(e,r,n,i,a,o,s){return t.extend(wr(e,r,n,i),_r(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8})},kr=function(t){return{u_matrix:t}},Mr=function(e,r,n,i){return t.extend(kr(e),_r(n,r,i))},Ar=function(t,e){return{u_matrix:t,u_world:e}},Sr=function(e,r,n,i,a){return t.extend(Mr(e,r,n,i),{u_world:a})},Er=function(e,r,n,i){var a,o,s=e.transform;if(\"map\"===i.paint.get(\"circle-pitch-alignment\")){var l=he(n,1,s.zoom);a=!0,o=[l,l]}else a=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===i.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,i.paint.get(\"circle-translate\"),i.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+a,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Cr=function(t,e,r){var n=he(r,1,e.zoom),i=Math.pow(2,e.zoom-r.tileID.overscaledZ),a=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*i),e.pixelsToGLUnits[1]/(n*i)],u_overscale_factor:a}},Lr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},Ir=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Pr=function(t){return{u_matrix:t}},zr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:he(e,1,r),u_intensity:n}},Or=function(e,r,n){var i=e.transform;return{u_matrix:Nr(e,r,n),u_ratio:1/he(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Dr=function(e,r,n){return t.extend(Or(e,r,n),{u_image:0})},Rr=function(e,r,n,i){var a=e.transform,o=Br(r,a);return{u_matrix:Nr(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/he(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,i.fromScale,i.toScale],u_fade:i.t,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Fr=function(e,r,n,i,a){var o=e.lineAtlas,s=Br(r,e.transform),l=\"round\"===n.layout.get(\"line-cap\"),c=o.getDash(i.from,l),u=o.getDash(i.to,l),f=c.width*a.fromScale,h=u.width*a.toScale;return t.extend(Or(e,r,n),{u_patternscale_a:[s/f,-c.height/2],u_patternscale_b:[s/h,-u.height/2],u_sdfgamma:o.width/(256*Math.min(f,h)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:c.y,u_tex_y_b:u.y,u_mix:a.t})};function Br(t,e){return 1/he(t,1,e.tileZoom)}function Nr(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var jr=function(t,e,r,n,i){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get(\"raster-brightness-min\"),u_brightness_high:i.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=i.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get(\"raster-contrast\"),a>0?1/(1-a):1+a),u_spin_weights:Ur(i.paint.get(\"raster-hue-rotate\"))};var a,o};function Ur(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var Vr,qr=function(t,e,r,n,i,a,o,s,l,c){var u=i.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:i.options.fadeDuration?i.symbolFadeChange:1,u_matrix:a,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Hr=function(e,r,n,i,a,o,s,l,c,u,f){var h=a.transform;return t.extend(qr(e,r,n,i,a,o,s,l,c,u),{u_gamma_scale:i?Math.cos(h._pitch)*h.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+f})},Gr=function(e,r,n,i,a,o,s,l,c,u){return t.extend(Hr(e,r,n,i,a,o,s,l,!0,c,!0),{u_texsize_icon:u,u_texture_icon:1})},Yr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},Wr=function(e,r,n,i,a,o){return t.extend(function(t,e,r,n){var i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,f=u*(n.tileID.canonical.x+n.tileID.wrap*c),h=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/he(n,1,r.transform.tileZoom),u_pixel_coord_upper:[f>>16,h>>16],u_pixel_coord_lower:[65535&f,65535&h]}}(i,o,n,a),{u_matrix:e,u_opacity:r})},Xr={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function Zr(e,r,n,i,a,o,s){for(var l=e.context,c=l.gl,u=e.useProgram(\"collisionBox\"),f=[],h=0,p=0,d=0;d<i.length;d++){var g=i[d],m=r.getTile(g),v=m.getBucket(n);if(v){var y=g.posMatrix;0===a[0]&&0===a[1]||(y=e.translatePosMatrix(g.posMatrix,m,a,o));var x=s?v.textCollisionBox:v.iconCollisionBox,b=v.collisionCircleArray;if(b.length>0){var _=t.create(),w=y;t.mul(_,v.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,v.placementViewportMatrix),f.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=h+=b.length/4}x&&u.draw(l,c.LINES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,Cr(y,e.transform,m),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&f.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*h),k._trim();for(var M=0,A=0,S=f;A<S.length;A+=1)for(var E=S[A],C=0;C<E.circleArray.length/4;C++){var L=4*C,I=E.circleArray[L+0],P=E.circleArray[L+1],z=E.circleArray[L+2],O=E.circleArray[L+3];k.emplace(M++,I,P,z,O,0),k.emplace(M++,I,P,z,O,1),k.emplace(M++,I,P,z,O,2),k.emplace(M++,I,P,z,O,3)}(!Vr||Vr.length<2*h)&&(Vr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var i=0;i<r;i++){var a=6*i;n.uint16[a+0]=4*i+0,n.uint16[a+1]=4*i+1,n.uint16[a+2]=4*i+2,n.uint16[a+3]=4*i+2,n.uint16[a+4]=4*i+3,n.uint16[a+5]=4*i+0}return n}(h));for(var D=l.createIndexBuffer(Vr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=f;F<B.length;F+=1){var N=B[F],j=Lr(N.transform,N.invTransform,e.transform);T.draw(l,c.TRIANGLES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,j,n.id,R,D,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),D.destroy()}}var Jr=t.identity(new Float32Array(16));function Kr(e,r,n,i,a,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,i);return new t.Point((l/a+u[0])*o,(c/a+u[1])*o)}function Qr(e,r,n,i,a,o,s,l,c,u,f){var h=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,g={};p.clear();for(var m=0;m<h.length;m++){var v=h.get(m),y=v.hidden||!v.crossTileID||e.allowVerticalPlacement&&!v.placedOrientation?null:i[v.crossTileID];if(y){var x=new t.Point(v.anchorX,v.anchorY),b=$t(x,n?l:s),_=te(o.cameraToCenterDistance,b.signedDistanceFromCamera),w=a.evaluateSizeForFeature(e.textSizeData,u,v)*_/t.ONE_EM;n&&(w*=e.tilePixelRatio/c);for(var T=Kr(y.anchor,y.width,y.height,y.textOffset,y.textBoxScale,w),k=n?$t(x.add(T),s).point:b.point.add(r?T.rotate(-o.angle):T),M=e.allowVerticalPlacement&&v.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,A=0;A<v.numGlyphs;A++)t.addDynamicAttributes(p,k,M);f&&v.associatedIconIndex>=0&&(g[v.associatedIconIndex]={shiftedAnchor:k,angle:M})}else ce(v.numGlyphs,p)}if(f){d.clear();for(var S=e.icon.placedSymbolArray,E=0;E<S.length;E++){var C=S.get(E);if(C.hidden)ce(C.numGlyphs,d);else{var L=g[E];if(L)for(var I=0;I<C.numGlyphs;I++)t.addDynamicAttributes(d,L.shiftedAnchor,L.angle);else ce(C.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function $r(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function tn(e,r,n,i,a,o,s,l,c,u,f,h){for(var p=e.context,d=p.gl,g=e.transform,m=\"map\"===l,v=\"map\"===c,y=m&&\"point\"!==n.layout.get(\"symbol-placement\"),x=m&&!v&&!y,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=e.depthModeForSublayer(0,Mt.ReadOnly),w=n.layout.get(\"text-variable-anchor\"),T=[],k=0,M=i;k<M.length;k+=1){var A=M[k],S=r.getTile(A),E=S.getBucket(n);if(E){var C=a?E.text:E.icon;if(C&&C.segments.get().length){var L=C.programConfigurations.get(n.id),I=a||E.sdfIcons,P=a?E.textSizeData:E.iconSizeData,z=v||0!==g.pitch,O=e.useProgram($r(I,a,E),L),D=t.evaluateSizeForZoom(P,g.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(a)B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText&&(F=S.imageAtlasTexture.size,j=S.imageAtlasTexture,U=z||e.options.rotating||e.options.zooming||\"composite\"===P.kind||\"camera\"===P.kind?d.LINEAR:d.NEAREST);else{var V=1!==n.layout.get(\"icon-size\").constantOr(0)||E.iconsNeedLinear;B=S.imageAtlasTexture,N=I||e.options.rotating||e.options.zooming||V||z?d.LINEAR:d.NEAREST,R=S.imageAtlasTexture.size}var q=he(S,1,e.transform.zoom),H=Kt(A.posMatrix,v,m,e.transform,q),G=Qt(A.posMatrix,v,m,e.transform,q),Y=w&&E.hasTextData(),W=\"none\"!==n.layout.get(\"icon-text-fit\")&&Y&&E.hasIconData();y&&re(E,A.posMatrix,e,a,H,G,v,u);var X=e.translatePosMatrix(A.posMatrix,S,o,s),Z=y||a&&w||W?Jr:H,J=e.translatePosMatrix(G,S,o,s,!0),K=I&&0!==n.paint.get(a?\"text-halo-width\":\"icon-halo-width\").constantOr(1),Q={program:O,buffers:C,uniformValues:I?E.iconsInText?Gr(P.kind,D,x,v,e,X,Z,J,R,F):Hr(P.kind,D,x,v,e,X,Z,J,a,R,!0):qr(P.kind,D,x,v,e,X,Z,J,a,R),atlasTexture:B,atlasTextureIcon:j,atlasInterpolation:N,atlasInterpolationIcon:U,isSDF:I,hasHalo:K};if(b)for(var $=0,tt=C.segments.get();$<tt.length;$+=1){var et=tt[$];T.push({segments:new t.SegmentVector([et]),sortKey:et.sortKey,state:Q})}else T.push({segments:C.segments,sortKey:0,state:Q})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var rt=0,nt=T;rt<nt.length;rt+=1){var it=nt[rt],at=it.state;if(p.activeTexture.set(d.TEXTURE0),at.atlasTexture.bind(at.atlasInterpolation,d.CLAMP_TO_EDGE),at.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),at.atlasTextureIcon&&at.atlasTextureIcon.bind(at.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),at.isSDF){var ot=at.uniformValues;at.hasHalo&&(ot.u_is_halo=1,en(at.buffers,it.segments,n,e,at.program,_,f,h,ot)),ot.u_is_halo=0}en(at.buffers,it.segments,n,e,at.program,_,f,h,at.uniformValues)}}function en(t,e,r,n,i,a,o,s,l){var c=n.context;i.draw(c,c.gl.TRIANGLES,a,o,s,Et.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function rn(t,e,r,n,i,a,o){var s,l,c,u,f,h=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),g=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=h.LINES):(l=d?\"fillPattern\":\"fill\",s=h.TRIANGLES);for(var m=0,v=n;m<v.length;m+=1){var y=v[m],x=e.getTile(y);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(h.TEXTURE0),x.imageAtlasTexture.bind(h.LINEAR,h.CLAMP_TO_EDGE),_.updatePaintBuffers(g));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,M=k.patternPositions[T.to.toString()],A=k.patternPositions[T.from.toString()];M&&A&&_.setConstantPatternPositions(M,A)}var S=t.translatePosMatrix(y.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){u=b.indexBuffer2,f=b.segments2;var E=[h.drawingBufferWidth,h.drawingBufferHeight];c=\"fillOutlinePattern\"===l&&d?Sr(S,t,g,x,E):Ar(S,E)}else u=b.indexBuffer,f=b.segments,c=d?Mr(S,t,g,x):kr(S);w.draw(t.context,s,i,t.stencilModeForClipping(y),a,Et.disabled,c,r.id,b.layoutVertexBuffer,u,f,r.paint,t.transform.zoom,_)}}}}function nn(t,e,r,n,i,a,o){for(var s=t.context,l=s.gl,c=r.paint.get(\"fill-extrusion-pattern\"),u=c.constantOr(1),f=r.getCrossfadeParameters(),h=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var g=d[p],m=e.getTile(g),v=m.getBucket(r);if(v){var y=v.programConfigurations.get(r.id),x=t.useProgram(u?\"fillExtrusionPattern\":\"fillExtrusion\",y);u&&(t.context.activeTexture.set(l.TEXTURE0),m.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePaintBuffers(f));var b=c.constantOr(null);if(b&&m.imageAtlas){var _=m.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&y.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(g.posMatrix,m,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),M=r.paint.get(\"fill-extrusion-vertical-gradient\"),A=u?Tr(k,t,M,h,g,f,m):wr(k,t,M,h);x.draw(s,s.gl.TRIANGLES,i,a,o,Et.backCCW,A,r.id,v.layoutVertexBuffer,v.indexBuffer,v.segments,r.paint,t.transform.zoom,y)}}}function an(e,r,n,i,a,o){var s=e.context,l=s.gl,c=r.fbo;if(c){var u=e.useProgram(\"hillshade\");s.activeTexture.set(l.TEXTURE0),l.bindTexture(l.TEXTURE_2D,c.colorAttachment.get());var f=function(e,r,n){var i=n.paint.get(\"hillshade-shadow-color\"),a=n.paint.get(\"hillshade-highlight-color\"),o=n.paint.get(\"hillshade-accent-color\"),s=n.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===n.paint.get(\"hillshade-illumination-anchor\")&&(s-=e.transform.angle);var l,c,u,f=!e.options.moving;return{u_matrix:e.transform.calculatePosMatrix(r.tileID.toUnwrapped(),f),u_image:0,u_latrange:(l=r.tileID,c=Math.pow(2,l.canonical.z),u=l.canonical.y,[new t.MercatorCoordinate(0,u/c).toLngLat().lat,new t.MercatorCoordinate(0,(u+1)/c).toLngLat().lat]),u_light:[n.paint.get(\"hillshade-exaggeration\"),s],u_shadow:i,u_highlight:a,u_accent:o}}(e,r,n);u.draw(s,l.TRIANGLES,i,a,o,Et.disabled,f,n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments)}}function on(e,r,n,i,a,o,s){var l=e.context,c=l.gl,u=r.dem;if(u&&u.data){var f=u.dim,h=u.stride,p=u.getPixels();if(l.activeTexture.set(c.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(c.NEAREST,c.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,c.RGBA,{premultiply:!1}),r.demTexture.bind(c.NEAREST,c.CLAMP_TO_EDGE);l.activeTexture.set(c.TEXTURE0);var g=r.fbo;if(!g){var m=new t.Texture(l,{width:f,height:f,data:null},c.RGBA);m.bind(c.LINEAR,c.CLAMP_TO_EDGE),(g=r.fbo=l.createFramebuffer(f,f,!0)).colorAttachment.set(m.texture)}l.bindFramebuffer.set(g.framebuffer),l.viewport.set([0,0,f,f]),e.useProgram(\"hillshadePrepare\").draw(l,c.TRIANGLES,a,o,s,Et.disabled,function(e,r,n){var i=r.stride,a=t.create();return t.ortho(a,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(a,a,[0,-t.EXTENT,0]),{u_matrix:a,u_image:1,u_dimension:[i,i],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}}(r.tileID,u,i),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function sn(e,r,n,i,a){var o=i.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),f=a.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),h=!r||Math.abs(r.tileID.overscaledZ-f)>Math.abs(e.tileID.overscaledZ-f),p=h&&e.refreshedUponExpiration?1:t.clamp(h?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var ln=new t.Color(1,0,0,1),cn=new t.Color(0,1,0,1),un=new t.Color(0,0,1,1),fn=new t.Color(1,0,1,1),hn=new t.Color(0,1,1,1);function pn(t,e,r,n){gn(t,0,e+r/2,t.transform.width,r,n)}function dn(t,e,r,n){gn(t,e-r/2,0,r,t.transform.height,n)}function gn(e,r,n,i,a,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function mn(e,r,n){var i=e.context,a=i.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=Mt.disabled,c=At.disabled,u=e.colorModeForRenderPass();i.activeTexture.set(a.TEXTURE0),e.emptyTexture.bind(a.LINEAR,a.CLAMP_TO_EDGE),s.draw(i,a.LINE_STRIP,l,c,u,Et.disabled,Ir(o,t.Color.red),\"$debug\",e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var f=r.getTileByID(n.key).latestRawTileData,h=Math.floor((f&&f.byteLength||0)/1024),p=r.getTile(n).tileSize,d=512/Math.min(p,512)*(n.overscaledZ/e.transform.zoom)*.5,g=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(g+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext(\"2d\");i.clearRect(0,0,r.width,r.height),i.shadowColor=\"white\",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle=\"white\",i.textBaseline=\"top\",i.font=\"bold 36px Open Sans, sans-serif\",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,g+\" \"+h+\"kb\"),s.draw(i,a.TRIANGLES,l,c,St.alphaBlended,Et.disabled,Ir(o,t.Color.transparent,d),\"$debug\",e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var vn={symbol:function(e,r,n,i,a){if(\"translucent\"===e.renderPass){var o=At.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,i,a,o,s){for(var l=r.transform,c=\"map\"===a,u=\"map\"===o,f=0,h=e;f<h.length;f+=1){var p=h[f],d=i.getTile(p),g=d.getBucket(n);if(g&&g.text&&g.text.segments.get().length){var m=t.evaluateSizeForZoom(g.textSizeData,l.zoom),v=he(d,1,r.transform.zoom),y=Kt(p.posMatrix,u,c,r.transform,v),x=\"none\"!==n.layout.get(\"icon-text-fit\")&&g.hasIconData();if(m){var b=Math.pow(2,l.zoom-d.tileID.overscaledZ);Qr(g,c,u,s,t.symbolSize,l,y,p.posMatrix,b,m,x)}}}}(i,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),a),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&tn(e,r,n,i,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&tn(e,r,n,i,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(Zr(e,r,n,i,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),Zr(e,r,n,i,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==a.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var c=e.context,u=c.gl,f=e.depthModeForSublayer(0,Mt.ReadOnly),h=At.disabled,p=e.colorModeForRenderPass(),d=[],g=0;g<i.length;g++){var m=i[g],v=r.getTile(m),y=v.getBucket(n);if(y){var x=y.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:y.layoutVertexBuffer,indexBuffer:y.indexBuffer,uniformValues:Er(e,m,v,n)};if(l)for(var _=0,w=y.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:y.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,M=d;k<M.length;k+=1){var A=M[k],S=A.state;S.program.draw(c,u.TRIANGLES,f,h,p,Et.disabled,S.uniformValues,n.id,S.layoutVertexBuffer,S.indexBuffer,A.segments,n.paint,e.transform.zoom,S.programConfiguration)}}}},heatmap:function(e,r,n,i){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var a=e.context,o=a.gl,s=At.disabled,l=new St([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);!function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{var a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var i=t.gl;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,e.width/4,e.height/4,0,i.RGBA,t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE,null),n.colorAttachment.set(r)}(t,e,a,i)}}(a,e,n),a.clear({color:t.Color.transparent});for(var c=0;c<i.length;c++){var u=i[c];if(!r.hasRenderableParent(u)){var f=r.getTile(u),h=f.getBucket(n);if(h){var p=h.programConfigurations.get(n.id);e.useProgram(\"heatmap\",p).draw(a,o.TRIANGLES,Mt.disabled,s,l,Et.disabled,zr(u.posMatrix,f,e.transform.zoom,n.paint.get(\"heatmap-intensity\")),n.id,h.layoutVertexBuffer,h.indexBuffer,h.segments,n.paint,e.transform.zoom,p)}}}a.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,i=n.gl,a=r.heatmapFbo;if(a){n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,a.colorAttachment.get()),n.activeTexture.set(i.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,i.RGBA)),o.bind(i.LINEAR,i.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,i.TRIANGLES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,function(e,r,n,i){var a=t.create();t.ortho(a,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:0,u_color_ramp:1,u_opacity:r.paint.get(\"heatmap-opacity\")}}(e,r),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}}(e,n))},line:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==a.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,Mt.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get(\"line-dasharray\"),u=n.paint.get(\"line-pattern\"),f=u.constantOr(1),h=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=f?\"linePattern\":c?\"lineSDF\":h?\"lineGradient\":\"line\",g=e.context,m=g.gl,v=!0;if(h){g.activeTexture.set(m.TEXTURE0);var y=n.gradientTexture;if(!n.gradient)return;y||(y=n.gradientTexture=new t.Texture(g,n.gradient,m.RGBA)),y.bind(m.LINEAR,m.CLAMP_TO_EDGE)}for(var x=0,b=i;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!f||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),M=e.context.program.get(),A=e.useProgram(d,k),S=v||A.program!==M,E=u.constantOr(null);if(E&&w.imageAtlas){var C=w.imageAtlas,L=C.patternPositions[E.to.toString()],I=C.patternPositions[E.from.toString()];L&&I&&k.setConstantPatternPositions(L,I)}var P=f?Rr(e,w,n,p):c?Fr(e,w,n,c,p):h?Dr(e,w,n):Or(e,w,n);f?(g.activeTexture.set(m.TEXTURE0),w.imageAtlasTexture.bind(m.LINEAR,m.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):c&&(S||e.lineAtlas.dirty)&&(g.activeTexture.set(m.TEXTURE0),e.lineAtlas.bind(g)),A.draw(g,m.TRIANGLES,s,e.stencilModeForClipping(_),l,Et.disabled,P,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),v=!1}}}}}},fill:function(e,r,n,i){var a=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===c){var u=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?Mt.ReadWrite:Mt.ReadOnly);rn(e,r,n,i,u,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var f=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,Mt.ReadOnly);rn(e,r,n,i,f,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var i=r.paint.get(\"fill-extrusion-opacity\");if(0!==i&&\"translucent\"===t.renderPass){var a=new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))nn(t,e,r,n,a,At.disabled,St.disabled),nn(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();nn(t,e,r,n,a,At.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var i=t.context,a=e.getSource().maxzoom,o=t.depthModeForSublayer(0,Mt.ReadOnly),s=t.colorModeForRenderPass(),l=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],c=l[0],u=0,f=l[1];u<f.length;u+=1){var h=f[u],p=e.getTile(h);p.needsHillshadePrepare&&\"offscreen\"===t.renderPass?on(t,p,r,a,o,At.disabled,s):\"translucent\"===t.renderPass&&an(t,p,r,o,c[h.overscaledZ],s)}i.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),c=o instanceof P?[{},n]:t.stencilConfigForOverlap(n),u=c[0],f=c[1],h=f[f.length-1].overscaledZ,p=!t.options.moving,d=0,g=f;d<g.length;d+=1){var m=g[d],v=t.depthModeForSublayer(m.overscaledZ-h,1===r.paint.get(\"raster-opacity\")?Mt.ReadWrite:Mt.ReadOnly,a.LESS),y=e.getTile(m),x=t.transform.calculatePosMatrix(m.toUnwrapped(),p);y.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(m,0),_=sn(y,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),b?(b.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-y.tileID.overscaledZ),T=[y.tileID.canonical.x*w%1,y.tileID.canonical.y*w%1]):y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST);var M=jr(x,T||[0,0],w||1,_,r);o instanceof P?s.draw(i,a.TRIANGLES,v,At.disabled,l,Et.disabled,M,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,v,u[m.overscaledZ],l,Et.disabled,M,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),i=r.paint.get(\"background-opacity\");if(0!==i){var a=t.context,o=a.gl,s=t.transform,l=s.tileSize,c=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===i&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===u){var f=At.disabled,h=t.depthModeForSublayer(0,\"opaque\"===u?Mt.ReadWrite:Mt.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?\"backgroundPattern\":\"background\"),g=s.coveringTiles({tileSize:l});c&&(a.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var m=r.getCrossfadeParameters(),v=0,y=g;v<y.length;v+=1){var x=y[v],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=c?Wr(b,i,t,c,{tileID:x,tileSize:l},m):Yr(b,i,n);d.draw(a,o.TRIANGLES,h,f,p,Et.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)mn(t,e,r[n])},custom:function(t,e,r){var n=t.context,i=r.implementation;if(\"offscreen\"===t.renderPass){var a=i.prerender;a&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),a.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(At.disabled);var o=\"3d\"===i.renderingMode?new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,Mt.ReadOnly);n.setDepthMode(o),i.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},yn=function(t,e){this.context=new Ct(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Lt.maxUnderzooming+Lt.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Be,this.gpuTimers={}};yn.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,i=this.style._order;n<i.length;n+=1)this.style._layers[i[n]].resize()},yn.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,He.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,He.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var i=new t.StructArrayLayout4i8;i.emplaceBack(0,0,0,0),i.emplaceBack(t.EXTENT,0,t.EXTENT,0),i.emplaceBack(0,t.EXTENT,0,t.EXTENT),i.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(i,I.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var a=new t.StructArrayLayout2i4;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(a,He.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new At({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},yn.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,Mt.disabled,this.stencilClearMode,St.disabled,Et.disabled,Pr(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},yn.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(St.disabled),r.setDepthMode(Mt.disabled);var i=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var a=0,o=e;a<o.length;a+=1){var s=o[a],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;i.draw(r,n.TRIANGLES,Mt.disabled,new At({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),St.disabled,Et.disabled,Pr(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},yn.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new At({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},yn.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new At({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},yn.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),i=n[n.length-1].overscaledZ,a=n[0].overscaledZ-i+1;if(a>1){this.currentStencilSource=void 0,this.nextStencilID+a>256&&this.clearStencil();for(var o={},s=0;s<a;s++)o[s+i]=new At({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=a,[o,n]}return[(e={},e[i]=At.disabled,e),n]},yn.prototype.colorModeForRenderPass=function(){var e=this.context.gl;return this._showOverdrawInspector?new St([e.CONSTANT_COLOR,e.ONE],new t.Color(1/8,1/8,1/8,0),[!0,!0,!0,!0]):\"opaque\"===this.renderPass?St.unblended:St.alphaBlended},yn.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return Mt.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new Mt(r||this.context.gl.LEQUAL,e,[n,n])},yn.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},yn.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var i=this.style._order,a=this.style.sourceCaches;for(var o in a){var s=a[o];s.used&&s.prepare(this.context)}var l,c,u={},f={},h={};for(var p in a){var d=a[p];u[p]=d.getVisibleCoordinates(),f[p]=u[p].slice().reverse(),h[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var g=0;g<i.length;g++)if(this.style._layers[i[g]].is3D()){this.opaquePassCutoff=g;break}this.renderPass=\"offscreen\";for(var m=0,v=i;m<v.length;m+=1){var y=this.style._layers[v[m]];if(y.hasOffscreenPass()&&!y.isHidden(this.transform.zoom)){var x=f[y.source];(\"custom\"===y.type||x.length)&&this.renderLayer(this,a[y.source],y,x)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){var b=this.style._layers[i[this.currentLayer]],_=a[b.source],w=u[b.source];this._renderTileClippingMasks(b,w),this.renderLayer(this,_,b,w)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){var T=this.style._layers[i[this.currentLayer]],k=a[T.source],M=(\"symbol\"===T.type?h:f)[T.source];this._renderTileClippingMasks(T,u[T.source]),this.renderLayer(this,k,T,M)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(c&&c.id)&&(c=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<c.getSource().maxzoom)&&(l=c))})),l&&vn.debug(this,l,l.getVisibleCoordinates())),this.options.showPadding&&function(t){var e=t.transform.padding;pn(t,t.transform.height-(e.top||0),3,ln),pn(t,e.bottom||0,3,cn),dn(t,e.left||0,3,un),dn(t,t.transform.width-(e.right||0),3,fn);var r=t.transform.centerPoint;!function(t,e,r,n){gn(t,e-1,r-10,2,20,n),gn(t,e-10,r-1,20,2,n)}(t,r.x,t.transform.height-r.y,hn)}(this),this.context.setDefault()},yn.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),vn[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},yn.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},yn.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},yn.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},yn.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],i=this.context.extTimerQuery,a=i.getQueryObjectEXT(n.query,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(n.query),e[r]=a}return e},yn.prototype.translatePosMatrix=function(e,r,n,i,a){if(!n[0]&&!n[1])return e;var o=a?\"map\"===i?this.transform.angle:0:\"viewport\"===i?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[a?n[0]:he(r,n[0],this.transform.zoom),a?n[1]:he(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},yn.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},yn.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},yn.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},yn.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new br(this.context,yr[t],e,Xr[t],this._showOverdrawInspector)),this.cache[r]},yn.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},yn.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},yn.prototype.initDebugOverlayCanvas=function(){null==this.debugOverlayCanvas&&(this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512,this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,this.context.gl.RGBA))},yn.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var xn=function(t,e){this.points=t,this.planes=e};xn.fromInvProjectionMatrix=function(e,r,n){var i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*i)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],a[e[0]],a[e[1]]),n=t.sub([],a[e[2]],a[e[1]]),i=t.normalize([],t.cross([],r,n)),o=-t.dot(i,a[e[1]]);return i.concat(o)}));return new xn(a,o)};var bn=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};bn.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),i=t.clone$2(this.max),a=0;a<r.length;a++)n[a]=r[a]?this.min[a]:this.center[a],i[a]=r[a]?this.center[a]:this.max[a];return i[2]=this.max[2],new bn(n,i)},bn.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},bn.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},bn.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,i=0;i<e.planes.length;i++){for(var a=e.planes[i],o=0,s=0;s<r.length;s++)o+=t.dot$1(a,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var c=Number.MAX_VALUE,u=-Number.MAX_VALUE,f=0;f<e.points.length;f++){var h=e.points[f][l]-this.min[l];c=Math.min(c,h),u=Math.max(u,h)}if(u<0||c>this.max[l]-this.min[l])return 0}return 1};var _n=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};_n.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},_n.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),i=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,i)},_n.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},_n.prototype.clone=function(){return new _n(this.top,this.bottom,this.left,this.right)},_n.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var wn=function(e,r,n,i,a){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===a||a,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new _n,this._posMatrixCache={},this._alignedPosMatrixCache={}},Tn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};wn.prototype.clone=function(){var t=new wn(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Tn.minZoom.get=function(){return this._minZoom},Tn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Tn.maxZoom.get=function(){return this._maxZoom},Tn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Tn.minPitch.get=function(){return this._minPitch},Tn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Tn.maxPitch.get=function(){return this._maxPitch},Tn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Tn.renderWorldCopies.get=function(){return this._renderWorldCopies},Tn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Tn.worldSize.get=function(){return this.tileSize*this.scale},Tn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Tn.size.get=function(){return new t.Point(this.width,this.height)},Tn.bearing.get=function(){return-this.angle/Math.PI*180},Tn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Tn.pitch.get=function(){return this._pitch/Math.PI*180},Tn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Tn.fov.get=function(){return this._fov/Math.PI*180},Tn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Tn.zoom.get=function(){return this._zoom},Tn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Tn.center.get=function(){return this._center},Tn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Tn.padding.get=function(){return this._edgeInsets.toJSON()},Tn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Tn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},wn.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},wn.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},wn.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},wn.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),i=this.pointCoordinate(new t.Point(this.width,0)),a=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},wn.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var i=t.MercatorCoordinate.fromLngLat(this.center),a=Math.pow(2,r),o=[a*i.x,a*i.y,0],s=xn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var c=function(t){return{aabb:new bn([t*a,0,0],[(t+1)*a,a,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},u=[],f=[],h=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)u.push(c(-d)),u.push(c(d));for(u.push(c(0));u.length>0;){var g=u.pop(),m=g.x,v=g.y,y=g.fullyVisible;if(!y){var x=g.aabb.intersects(s);if(0===x)continue;y=2===x}var b=g.aabb.distanceX(o),_=g.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_));if(g.zoom===h||w>3+(1<<h-g.zoom)-2&&g.zoom>=l)f.push({tileID:new t.OverscaledTileID(g.zoom===h?p:g.zoom,g.wrap,g.zoom,m,v),distanceSq:t.sqrLen([o[0]-.5-m,o[1]-.5-v])});else for(var T=0;T<4;T++){var k=(m<<1)+T%2,M=(v<<1)+(T>>1);u.push({aabb:g.aabb.quadrant(T),zoom:g.zoom+1,x:k,y:M,wrap:g.wrap,fullyVisible:y})}}return f.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},wn.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Tn.unmodified.get=function(){return this._unmodified},wn.prototype.zoomScale=function(t){return Math.pow(2,t)},wn.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},wn.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},wn.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Tn.point.get=function(){return this.project(this.center)},wn.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(e),o=new t.MercatorCoordinate(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},wn.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},wn.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},wn.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},wn.prototype.coordinateLocation=function(t){return t.toLngLat()},wn.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var i=r[3],a=n[3],o=r[1]/i,s=n[1]/a,l=r[2]/i,c=n[2]/a,u=l===c?0:(0-l)/(c-l);return new t.MercatorCoordinate(t.number(r[0]/i,n[0]/a,u)/this.worldSize,t.number(o,s,u)/this.worldSize)},wn.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},wn.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},wn.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},wn.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},wn.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];var a=e.canonical,o=this.worldSize/this.zoomScale(a.z),s=a.x+Math.pow(2,a.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,a.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),i[n]=new Float32Array(l),i[n]},wn.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},wn.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,i,a=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var f=this.latRange;a=t.mercatorYfromLat(f[1])*this.worldSize,e=(o=t.mercatorYfromLat(f[0])*this.worldSize)-a<c.y?c.y/(o-a):0}if(this.lngRange){var h=this.lngRange;s=t.mercatorXfromLng(h[0])*this.worldSize,r=(l=t.mercatorXfromLng(h[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+a)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var g=p.y,m=c.y/2;g-m<a&&(i=a+m),g+m>o&&(i=o-m)}if(this.lngRange){var v=p.x,y=c.x/2;v-y<s&&(n=s+y),v+y>l&&(n=l-y)}void 0===n&&void 0===i||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==i?i:p.y))),this._unmodified=u,this._constraining=!1}},wn.prototype._calcMatrices=function(){if(this.height){var e=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(this._fov/2)*this.height;var r=Math.PI/2+this._pitch,n=this._fov*(.5+e.y/this.height),i=Math.sin(n)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-r-n,.01,Math.PI-.01)),a=this.point,o=a.x,s=a.y,l=1.01*(Math.cos(Math.PI/2-this._pitch)*i+this.cameraToCenterDistance),c=this.height/50,u=new Float64Array(16);t.perspective(u,this._fov,this.width/this.height,c,l),u[8]=2*-e.x/this.width,u[9]=2*e.y/this.height,t.scale(u,u,[1,-1,1]),t.translate(u,u,[0,0,-this.cameraToCenterDistance]),t.rotateX(u,u,this._pitch),t.rotateZ(u,u,this.angle),t.translate(u,u,[-o,-s,0]),this.mercatorMatrix=t.scale([],u,[this.worldSize,this.worldSize,this.worldSize]),t.scale(u,u,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=u,this.invProjMatrix=t.invert([],this.projMatrix);var f=this.width%2/2,h=this.height%2/2,p=Math.cos(this.angle),d=Math.sin(this.angle),g=o-Math.round(o)+p*f+d*h,m=s-Math.round(s)+p*h+d*f,v=new Float64Array(u);if(t.translate(v,v,[g>.5?g-1:g,m>.5?m-1:m,0]),this.alignedProjMatrix=v,u=t.create(),t.scale(u,u,[this.width/2,-this.height/2,1]),t.translate(u,u,[1,-1,0]),this.labelPlaneMatrix=u,u=t.create(),t.scale(u,u,[1,-1,1]),t.translate(u,u,[-1,-1,0]),t.scale(u,u,[2/this.width,2/this.height,1]),this.glCoordMatrix=u,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(u=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=u,this._posMatrixCache={},this._alignedPosMatrixCache={}}},wn.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},wn.prototype.getCameraPoint=function(){var e=Math.tan(this._pitch)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,e))},wn.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,i=r.y,a=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),i=Math.min(i,c.y),a=Math.max(a,c.x),o=Math.max(o,c.y)}return[new t.Point(n,i),new t.Point(a,i),new t.Point(a,o),new t.Point(n,o),new t.Point(n,i)]},Object.defineProperties(wn.prototype,Tn);var kn=function(e){var r,n,i,a;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=!1,i=null,a=function(){i=null,n&&(r(),i=setTimeout(a,300),n=!1)},function(){return n=!0,i||a(),i})};kn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},kn.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},kn.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,i=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,i),o=Math.round(r.lng*a)/a,s=Math.round(r.lat*a)/a,l=this._map.getBearing(),c=this._map.getPitch(),u=\"\";if(u+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||c)&&(u+=\"/\"+Math.round(10*l)/10),c&&(u+=\"/\"+Math.round(c)),this._hashName){var f=this._hashName,h=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===f?(h=!0,e+\"=\"+u):t})).filter((function(t){return t}));return h||p.push(f+\"=\"+u),\"#\"+p.join(\"&\")}return\"#\"+u},kn.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},kn.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},kn.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var Mn={linearity:.3,easing:t.bezier(0,0,.3,1)},An=t.extend({deceleration:2500,maxSpeed:1400},Mn),Sn=t.extend({deceleration:20,maxSpeed:1400},Mn),En=t.extend({deceleration:1e3,maxSpeed:360},Mn),Cn=t.extend({deceleration:1e3,maxSpeed:90},Mn),Ln=function(t){this._map=t,this.clear()};function In(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function Pn(e,r,n){var i=n.maxSpeed,a=n.linearity,o=n.deceleration,s=t.clamp(e*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}Ln.prototype.clear=function(){this._inertiaBuffer=[]},Ln.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},Ln.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},Ln.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,i=this._inertiaBuffer;n<i.length;n+=1){var a=i[n].settings;r.zoom+=a.zoomDelta||0,r.bearing+=a.bearingDelta||0,r.pitch+=a.pitchDelta||0,a.panDelta&&r.pan._add(a.panDelta),a.around&&(r.around=a.around),a.pinchAround&&(r.pinchAround=a.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=Pn(r.pan.mag(),o,t.extend({},An,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,In(s,l)}if(r.zoom){var c=Pn(r.zoom,o,Sn);s.zoom=this._map.transform.zoom+c.amount,In(s,c)}if(r.bearing){var u=Pn(r.bearing,o,En);s.bearing=this._map.transform.bearing+t.clamp(u.amount,-179,179),In(s,u)}if(r.pitch){var f=Pn(r.pitch,o,Cn);s.pitch=this._map.transform.pitch+f.amount,In(s,f)}if(s.zoom||s.bearing){var h=void 0===r.pinchAround?r.around:r.pinchAround;s.around=h?this._map.unproject(h):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var zn=function(e){function n(n,i,a,o){void 0===o&&(o={});var s=r.mousePos(i.getCanvasContainer(),a),l=i.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:a},o)),this._defaultPrevented=!1,this.target=i}e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),On=function(e){function n(n,i,a){var o=\"touchend\"===n?a.changedTouches:a.touches,s=r.touchPos(i.getCanvasContainer(),o),l=s.map((function(t){return i.unproject(t)})),c=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),u=i.unproject(c);e.call(this,n,{points:s,point:c,lngLats:l,lngLat:u,originalEvent:a}),this._defaultPrevented=!1}e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Dn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),Rn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};Rn.prototype.reset=function(){delete this._mousedownPos},Rn.prototype.wheel=function(t){return this._firePreventable(new Dn(t.type,this._map,t))},Rn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new zn(t.type,this._map,t))},Rn.prototype.mouseup=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.dblclick=function(t){return this._firePreventable(new zn(t.type,this._map,t))},Rn.prototype.mouseover=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.mouseout=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.touchstart=function(t){return this._firePreventable(new On(t.type,this._map,t))},Rn.prototype.touchmove=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype.touchend=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype.touchcancel=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},Rn.prototype.isEnabled=function(){return!0},Rn.prototype.isActive=function(){return!1},Rn.prototype.enable=function(){},Rn.prototype.disable=function(){};var Fn=function(t){this._map=t};Fn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},Fn.prototype.mousemove=function(t){this._map.fire(new zn(t.type,this._map,t))},Fn.prototype.mousedown=function(){this._delayContextMenu=!0},Fn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new zn(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},Fn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new zn(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},Fn.prototype.isEnabled=function(){return!0},Fn.prototype.isActive=function(){return!1},Fn.prototype.enable=function(){},Fn.prototype.disable=function(){};var Bn=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Nn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Bn.prototype.isEnabled=function(){return!!this._enabled},Bn.prototype.isActive=function(){return!!this._active},Bn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Bn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Bn.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Bn.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var i=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var a=Math.min(i.x,n.x),o=Math.max(i.x,n.x),s=Math.min(i.y,n.y),l=Math.max(i.y,n.y);r.setTransform(this._box,\"translate(\"+a+\"px,\"+s+\"px)\"),this._box.style.width=o-a+\"px\",this._box.style.height=l-s+\"px\"}}},Bn.prototype.mouseupWindow=function(e,n){var i=this;if(this._active&&0===e.button){var a=this._startPos,o=n;if(this.reset(),r.suppressClick(),a.x!==o.x||a.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(a,o,i._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Bn.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Bn.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Bn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var jn=function(t){this.reset(),this.numTouches=t.numTouches};jn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},jn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,i=e;n<i.length;n+=1)r._add(i[n]);return r.div(e.length)}(r),this.touches=Nn(n,r)))},jn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Nn(r,e);for(var i in this.touches){var a=n[i];(!a||a.dist(this.touches[i])>30)&&(this.aborted=!0)}}},jn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var Un=function(t){this.singleTap=new jn(t),this.numTaps=t.numTaps,this.reset()};Un.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},Un.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},Un.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},Un.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var i=t.timeStamp-this.lastTime<500,a=!this.lastTap||this.lastTap.dist(n)<30;if(i&&a||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Vn=function(){this._zoomIn=new Un({numTouches:1,numTaps:2}),this._zoomOut=new Un({numTouches:2,numTaps:1}),this.reset()};Vn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Vn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Vn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Vn.prototype.touchend=function(t,e,r){var n=this,i=this._zoomIn.touchend(t,e,r),a=this._zoomOut.touchend(t,e,r);return i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(i)},{originalEvent:t})}}):a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(a)},{originalEvent:t})}}):void 0},Vn.prototype.touchcancel=function(){this.reset()},Vn.prototype.enable=function(){this._enabled=!0},Vn.prototype.disable=function(){this._enabled=!1,this.reset()},Vn.prototype.isEnabled=function(){return this._enabled},Vn.prototype.isActive=function(){return this._active};var qn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};qn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},qn.prototype._correctButton=function(t,e){return!1},qn.prototype._move=function(t,e){return{}},qn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},qn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},qn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},qn.prototype.enable=function(){this._enabled=!0},qn.prototype.disable=function(){this._enabled=!1,this.reset()},qn.prototype.isEnabled=function(){return this._enabled},qn.prototype.isActive=function(){return this._active};var Hn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(qn),Gn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(qn),Yn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(qn),Wn=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};Wn.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},Wn.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},Wn.prototype.touchmove=function(t,e,r){if(this._active)return t.preventDefault(),this._calculateTransform(t,e,r)},Wn.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},Wn.prototype.touchcancel=function(){this.reset()},Wn.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var i=Nn(n,r),a=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in i){var c=i[l],u=this._touches[l];u&&(a._add(c),o._add(c.sub(u)),s++,i[l]=c)}if(this._touches=i,!(s<this._minTouches)&&o.mag()){var f=o.div(s);if(this._sum._add(f),!(this._sum.mag()<this._clickTolerance))return{around:a.div(s),panDelta:f}}},Wn.prototype.enable=function(){this._enabled=!0},Wn.prototype.disable=function(){this._enabled=!1,this.reset()},Wn.prototype.isEnabled=function(){return this._enabled},Wn.prototype.isActive=function(){return this._active};var Xn=function(){this.reset()};function Zn(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}function Jn(t,e){return Math.log(t/e)/Math.LN2}Xn.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},Xn.prototype._start=function(t){},Xn.prototype._move=function(t,e,r){return{}},Xn.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},Xn.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,i=n[1],a=Zn(r,e,n[0]),o=Zn(r,e,i);if(a&&o){var s=this._aroundCenter?null:a.add(o).div(2);return this._move([a,o],s,t)}}},Xn.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var i=this._firstTwoTouches,a=i[1],o=Zn(n,e,i[0]),s=Zn(n,e,a);o&&s||(this._active&&r.suppressClick(),this.reset())}},Xn.prototype.touchcancel=function(){this.reset()},Xn.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},Xn.prototype.disable=function(){this._enabled=!1,this.reset()},Xn.prototype.isEnabled=function(){return this._enabled},Xn.prototype.isActive=function(){return this._active};var Kn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs(Jn(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:Jn(this._distance,r),pinchAround:e}},e}(Xn);function Qn(t,e){return 180*t.angleWith(e)/Math.PI}var $n=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:Qn(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=Qn(t,this._startVector);return Math.abs(r)<e},e}(Xn);function ti(t){return Math.abs(t.y)>Math.abs(t.x)}var ei=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,ti(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid)return this._lastPoints=t,this._active=!0,{pitchDelta:(n.y+i.y)/2*-.5}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,i=e.mag()>=2;if(n||i){if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var a=t.y>0==e.y>0;return ti(t)&&ti(e)&&a}},e}(Xn),ri={panStep:100,bearingStep:15,pitchStep:10},ni=function(){var t=ri;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function ii(t){return t*(2-t)}ni.prototype.reset=function(){this._active=!1},ni.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,i=0,a=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?i=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?i=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:ii,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+i*e._pitchStep,offset:[-a*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},ni.prototype.enable=function(){this._enabled=!0},ni.prototype.disable=function(){this._enabled=!1,this.reset()},ni.prototype.isEnabled=function(){return this._enabled},ni.prototype.isActive=function(){return this._active};var ai=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=1/450,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};ai.prototype.setZoomRate=function(t){this._defaultZoomRate=t},ai.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},ai.prototype.isEnabled=function(){return!!this._enabled},ai.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},ai.prototype.isZooming=function(){return!!this._zooming},ai.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},ai.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},ai.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),i=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%4.000244140625==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":i>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(i*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},ai.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},ai.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},ai.prototype.renderFrame=function(){return this._onScrollFrame()},ai.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>4.000244140625?this._wheelZoomRate:this._defaultZoomRate,i=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==i&&(i=1/i);var a=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(a*i))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,c=this._easing,u=!1;if(\"wheel\"===this._type&&l&&c){var f=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=c(f);o=t.number(l,s,h),f<1?this._frameId||(this._frameId=!0):u=!0}else o=s,u=!0;return this._active=!0,u&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!u,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},ai.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,i=(t.browser.now()-n.start)/n.duration,a=n.easing(i+.01)-n.easing(i),o=.27/Math.sqrt(a*a+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},ai.prototype.reset=function(){this._active=!1};var oi=function(t,e){this._clickZoom=t,this._tapZoom=e};oi.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},oi.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},oi.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},oi.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var si=function(){this.reset()};si.prototype.reset=function(){this._active=!1},si.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},si.prototype.enable=function(){this._enabled=!0},si.prototype.disable=function(){this._enabled=!1,this.reset()},si.prototype.isEnabled=function(){return this._enabled},si.prototype.isActive=function(){return this._active};var li=function(){this._tap=new Un({numTouches:1,numTaps:1}),this.reset()};li.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},li.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},li.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)},li.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},li.prototype.touchcancel=function(){this.reset()},li.prototype.enable=function(){this._enabled=!0},li.prototype.disable=function(){this._enabled=!1,this.reset()},li.prototype.isEnabled=function(){return this._enabled},li.prototype.isActive=function(){return this._active};var ci=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};ci.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},ci.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},ci.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},ci.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var ui=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};ui.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},ui.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},ui.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},ui.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var fi=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};fi.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},fi.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},fi.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},fi.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},fi.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},fi.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var hi=function(t){return t.zoom||t.drag||t.pitch||t.rotate},pi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(t.Event);function di(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var gi=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new Ln(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var i=this._el;this._listeners=[[i,\"touchstart\",{passive:!1}],[i,\"touchmove\",{passive:!1}],[i,\"touchend\",void 0],[i,\"touchcancel\",void 0],[i,\"mousedown\",void 0],[i,\"mousemove\",void 0],[i,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[i,\"mouseover\",void 0],[i,\"mouseout\",void 0],[i,\"dblclick\",void 0],[i,\"click\",void 0],[i,\"keydown\",{capture:!1}],[i,\"keyup\",void 0],[i,\"wheel\",{passive:!1}],[i,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var a=0,o=this._listeners;a<o.length;a+=1){var s=o[a],l=s[0];r.addEventListener(l,s[1],l===t.window.document?this.handleWindowEvent:this.handleEvent,s[2])}};gi.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var i=n[e],a=i[0];r.removeEventListener(a,i[1],a===t.window.document?this.handleWindowEvent:this.handleEvent,i[2])}},gi.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new Rn(e,t));var n=e.boxZoom=new Bn(e,t);this._add(\"boxZoom\",n);var i=new Vn,a=new si;e.doubleClickZoom=new oi(a,i),this._add(\"tapZoom\",i),this._add(\"clickZoom\",a);var o=new li;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new ei;this._add(\"touchPitch\",s);var l=new Gn(t),c=new Yn(t);e.dragRotate=new ui(t,l,c),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",c,[\"mouseRotate\"]);var u=new Hn(t),f=new Wn(t);e.dragPan=new ci(r,u,f),this._add(\"mousePan\",u),this._add(\"touchPan\",f,[\"touchZoom\",\"touchRotate\"]);var h=new $n,p=new Kn;e.touchZoomRotate=new fi(r,p,h,o),this._add(\"touchRotate\",h,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new ai(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var g=e.keyboard=new ni;this._add(\"keyboard\",g),this._add(\"blockableMapEvent\",new Fn(e));for(var m=0,v=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];m<v.length;m+=1){var y=v[m];t.interactive&&t[y]&&e[y].enable(t[y])}},gi.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},gi.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1)e[t].handler.reset();this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},gi.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1)if(e[t].handler.isActive())return!0;return!1},gi.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},gi.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},gi.prototype.isMoving=function(){return Boolean(hi(this._eventsInProgress))||this.isZooming()},gi.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},gi.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},gi.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r];this._el.contains(i.target)&&e.push(i)}return e},gi.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,i={needsRenderFrame:!1},a={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),c=0,u=this._handlers;c<u.length;c+=1){var f=u[c],h=f.handlerName,p=f.handler,d=f.allowed;if(p.isEnabled()){var g=void 0;this._blockedByActive(o,d,h)?p.reset():p[e||t.type]&&(g=p[e||t.type](t,l,s),this.mergeHandlerResult(i,a,g,h,n),g&&g.needsRenderFrame&&this._triggerRenderFrame()),(g||p.isActive())&&(o[h]=p)}}var m={};for(var v in this._previousActiveHandlers)o[v]||(m[v]=n);this._previousActiveHandlers=o,(Object.keys(m).length||di(i))&&(this._changes.push([i,a,m]),this._triggerRenderFrame()),(Object.keys(o).length||di(i))&&this._map._stop(!0),this._updatingCamera=!1;var y=i.cameraAnimation;y&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],y(this._map))}else this.stop()},gi.prototype.mergeHandlerResult=function(e,r,n,i,a){if(n){t.extend(e,n);var o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},gi.prototype._applyChanges=function(){for(var e={},r={},n={},i=0,a=this._changes;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],c=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,c)}this._updateMapTransform(e,r,n),this._changes=[]},gi.prototype._updateMapTransform=function(t,e,r){var n=this._map,i=n.transform;if(!di(t))return this._fireEvents(e,r);var a=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,c=t.around,u=t.pinchAround;void 0!==u&&(c=u),n._stop(!0),c=c||n.transform.centerPoint;var f=i.pointLocation(a?c.sub(a):c);s&&(i.bearing+=s),l&&(i.pitch+=l),o&&(i.zoom+=o),i.setLocationAtPoint(f,c),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},gi.prototype._fireEvents=function(e,r){var n=this,i=hi(this._eventsInProgress),a=hi(e),o={};for(var s in e)this._eventsInProgress[s]||(o[s+\"start\"]=e[s].originalEvent),this._eventsInProgress[s]=e[s];for(var l in!i&&a&&this._fireEvent(\"movestart\",a.originalEvent),o)this._fireEvent(l,o[l]);for(var c in e.rotate&&(this._bearingChanged=!0),a&&this._fireEvent(\"move\",a.originalEvent),e)this._fireEvent(c,e[c].originalEvent);var u,f={};for(var h in this._eventsInProgress){var p=this._eventsInProgress[h],d=p.handlerName,g=p.originalEvent;this._handlersById[d].isActive()||(delete this._eventsInProgress[h],f[h+\"end\"]=u=r[d]||g)}for(var m in f)this._fireEvent(m,f[m]);var v=hi(this._eventsInProgress);if((i||a)&&!v){this._updatingCamera=!0;var y=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),x=function(t){return 0!==t&&-n._bearingSnap<t&&t<n._bearingSnap};y?(x(y.bearing||this._map.getBearing())&&(y.bearing=0),this._map.easeTo(y,{originalEvent:u})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:u})),x(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},gi.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},gi.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new pi(\"renderFrame\",{timeStamp:e})),t._applyChanges()})))};var mi=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,i){var a={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(i=t.extend({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){var o=i.padding;i.padding={top:o,bottom:o,right:o,left:o}}i.padding=t.extend(a,i.padding);var s=this.transform,l=s.padding,c=s.project(t.LngLat.convert(e)),u=s.project(t.LngLat.convert(r)),f=c.rotate(-n*Math.PI/180),h=u.rotate(-n*Math.PI/180),p=new t.Point(Math.max(f.x,h.x),Math.max(f.y,h.y)),d=new t.Point(Math.min(f.x,h.x),Math.min(f.y,h.y)),g=p.sub(d),m=(s.width-(l.left+l.right+i.padding.left+i.padding.right))/g.x,v=(s.height-(l.top+l.bottom+i.padding.top+i.padding.bottom))/g.y;if(!(v<0||m<0)){var y=Math.min(s.scaleZoom(s.scale*Math.min(m,v)),i.maxZoom),x=t.Point.convert(i.offset),b=new t.Point(x.x+(i.padding.left-i.padding.right)/2,x.y+(i.padding.top-i.padding.bottom)/2).mult(s.scale/s.zoomScale(y));return{center:s.unproject(c.add(u).div(2).sub(b)),zoom:y,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,i),i,a)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,i=!1,a=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(i=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(a=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),i&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),a&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var i=this.transform,a=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),c=\"zoom\"in e?+e.zoom:a,u=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,f=\"pitch\"in e?+e.pitch:s,h=\"padding\"in e?e.padding:i.padding,p=t.Point.convert(e.offset),d=i.centerPoint.add(p),g=i.pointLocation(d),m=t.LngLat.convert(e.center||g);this._normalizeCenter(m);var v,y,x=i.project(g),b=i.project(m).sub(x),_=i.zoomScale(c-a);e.around&&(v=t.LngLat.convert(e.around),y=i.locationPoint(v));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||c!==a,this._rotating=this._rotating||o!==u,this._pitching=this._pitching||f!==s,this._padding=!i.isPaddingEqual(h),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(i.zoom=t.number(a,c,e)),n._rotating&&(i.bearing=t.number(o,u,e)),n._pitching&&(i.pitch=t.number(s,f,e)),n._padding&&(i.interpolatePadding(l,h,e),d=i.centerPoint.add(p)),v)i.setLocationAtPoint(v,y);else{var g=i.zoomScale(i.zoom-a),m=c>a?Math.min(2,_):Math.max(.5,_),w=Math.pow(m,1-e),T=i.unproject(x.add(b.mult(e*w)).mult(g));i.setLocationAtPoint(i.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),i&&this.fire(new t.Event(\"rotateend\",e)),a&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var i=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(i,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var a=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=this.getPadding(),u=\"zoom\"in e?t.clamp(+e.zoom,a.minZoom,a.maxZoom):o,f=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,h=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:a.padding,d=a.zoomScale(u-o),g=t.Point.convert(e.offset),m=a.centerPoint.add(g),v=a.pointLocation(m),y=t.LngLat.convert(e.center||v);this._normalizeCenter(y);var x=a.project(v),b=a.project(y).sub(x),_=e.curve,w=Math.max(a.width,a.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var M=t.clamp(Math.min(e.minZoom,o,u),a.minZoom,a.maxZoom),A=w/a.zoomScale(M-o);_=Math.sqrt(A/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function C(t){return(Math.exp(t)-Math.exp(-t))/2}function L(t){return(Math.exp(t)+Math.exp(-t))/2}var I=E(0),P=function(t){return L(I)/L(I+_*t)},z=function(t){return w*((L(I)*(C(e=I+_*t)/L(e))-C(I))/S)/k;var e},O=(E(1)-I)/_;if(Math.abs(k)<1e-6||!isFinite(O)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var D=T<w?-1:1;O=Math.abs(Math.log(T/w))/_,z=function(){return 0},P=function(t){return Math.exp(D*_*t)}}return e.duration=\"duration\"in e?+e.duration:1e3*O/(\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed),e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==f,this._pitching=h!==l,this._padding=!a.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var i=e*O,d=1/P(i);a.zoom=1===e?u:o+a.scaleZoom(d),n._rotating&&(a.bearing=t.number(s,f,e)),n._pitching&&(a.pitch=t.number(l,h,e)),n._padding&&(a.interpolatePadding(c,p,e),m=a.centerPoint.add(g));var v=1===e?y:a.unproject(x.add(b.mult(z(i))).mult(d));a.setLocationAtPoint(a.renderWorldCopies?v.wrap():v,m),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),vi=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};vi.prototype.getDefaultPosition=function(){return\"bottom-right\"},vi.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},vi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},vi.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},vi.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},vi.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var i=r[n];if(i.used){var a=i.getSource();a.attribution&&t.indexOf(a.attribution)<0&&t.push(a.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},vi.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var yi=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};yi.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},yi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},yi.prototype.getDefaultPosition=function(){return\"bottom-left\"},yi.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},yi.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t)if(t[e].getSource().mapbox_logo)return!0;return!1}},yi.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var xi=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};xi.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},xi.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var i=n[r];if(i.id===t)return void(i.cancelled=!0)}},xi.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var i=n[r];if(!i.cancelled&&(i.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},xi.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var bi={\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},_i=t.window.HTMLImageElement,wi=t.window.HTMLElement,Ti=t.window.ImageBitmap,ki={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:60,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},Mi=function(n){function i(e){var r=this;if(null!=(e=t.extend({},ki,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>60)throw new Error(\"maxPitch must be less than or equal to 60\");var i=new wn(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new xi,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},bi,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof wi))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),this.handlers=new gi(this,e),this._hash=e.hash&&new kn(\"string\"==typeof e.hash&&e.hash||void 0).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new vi({customAttribution:e.customAttribution})),this.addControl(new yi,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(i.__proto__=n),(i.prototype=Object.create(n&&n.prototype)).constructor=i;var a={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return i.prototype._getMapId=function(){return this._mapId},i.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var i=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?i.insertBefore(n,i.firstChild):i.appendChild(n),this},i.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},i.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],i=r[1];this._resizeCanvas(n,i),this.transform.resize(n,i),this.painter.resize(n,i);var a=!this._moving;return a&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),a&&this.fire(new t.Event(\"moveend\",e)),this},i.prototype.getBounds=function(){return this.transform.getBounds()},i.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},i.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},i.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},i.prototype.getMinZoom=function(){return this.transform.minZoom},i.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},i.prototype.getMaxZoom=function(){return this.transform.maxZoom},i.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},i.prototype.getMinPitch=function(){return this.transform.minPitch},i.prototype.setMaxPitch=function(t){if((t=null==t?60:t)>60)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},i.prototype.getMaxPitch=function(){return this.transform.maxPitch},i.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},i.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},i.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},i.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},i.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},i.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},i.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},i.prototype._createDelegatedListener=function(t,e,r){var n,i=this;if(\"mouseenter\"===t||\"mouseover\"===t){var a=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?a||(a=!0,r.call(i,new zn(t,i,n.originalEvent,{features:o}))):a=!1},mouseout:function(){a=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(i,new zn(t,i,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(i,new zn(t,i,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=i.getLayer(e)?i.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(i,t),delete t.features)},n)}},i.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(a,i.delegates[a]);return this},i.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in i.delegates)this.once(a,i.delegates[a]);return this},i.prototype.off=function(t,e,r){var i=this;return void 0===r?n.prototype.off.call(this,t,e):(this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var a=n[t],o=0;o<a.length;o++){var s=a[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)i.off(l,s.delegates[l]);return a.splice(o,1),i}}}(this._delegatedListeners),this)},i.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var i=t.Point.convert(e[0]),a=t.Point.convert(e[1]);n=[i,new t.Point(a.x,i.y),a,new t.Point(i.x,a.y),i]}return this.style.queryRenderedFeatures(n,r,this.transform)},i.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},i.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},i.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},i.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new qe(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},i.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new qe(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},i.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var i=this._requestManager.normalizeStyleURL(e),a=this._requestManager.transformRequest(i,t.ResourceType.Style);t.getJSON(a,(function(e,i){e?n.fire(new t.ErrorEvent(e)):i&&n._updateDiff(i,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},i.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},i.prototype.getStyle=function(){if(this.style)return this.style.serialize()},i.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},i.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},i.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},i.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var i=r[n];if(\"loaded\"!==i.state&&\"errored\"!==i.state)return!1}}return!0},i.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},i.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},i.prototype.getSource=function(t){return this.style.getSource(t)},i.prototype.addImage=function(e,r,n){void 0===n&&(n={});var i=n.pixelRatio;void 0===i&&(i=1);var a=n.sdf;void 0===a&&(a=!1);var o=n.stretchX,s=n.stretchY,l=n.content;if(this._lazyInitEmptyStyle(),r instanceof _i||Ti&&r instanceof Ti){var c=t.browser.getImageData(r);this.style.addImage(e,{data:new t.RGBAImage({width:c.width,height:c.height},c.data),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var u=r;this.style.addImage(e,{data:new t.RGBAImage({width:r.width,height:r.height},new Uint8Array(r.data)),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0,userImage:u}),u.onAdd&&u.onAdd(this,e)}},i.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var i=r instanceof _i||Ti&&r instanceof Ti?t.browser.getImageData(r):r,a=i.width,o=i.height,s=i.data;return void 0===a||void 0===o?this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\"))):a!==n.data.width||o!==n.data.height?this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\"))):(n.data.replace(s,!(r instanceof _i||Ti&&r instanceof Ti)),void this.style.updateImage(e,n))},i.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},i.prototype.removeImage=function(t){this.style.removeImage(t)},i.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},i.prototype.listImages=function(){return this.style.listImages()},i.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},i.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},i.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},i.prototype.getLayer=function(t){return this.style.getLayer(t)},i.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},i.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},i.prototype.getFilter=function(t){return this.style.getFilter(t)},i.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},i.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},i.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},i.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},i.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},i.prototype.getLight=function(){return this.style.getLight()},i.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},i.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},i.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},i.prototype.getContainer=function(){return this._container},i.prototype.getCanvasContainer=function(){return this._canvasContainer},i.prototype.getCanvas=function(){return this._canvas},i.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},i.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},i.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var i=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),a=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){a[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,i)}))},i.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},i.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new yn(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},i.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},i.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},i.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},i.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},i.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},i.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},i.prototype._render=function(e){var r,n=this,i=0,a=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=a.createQueryEXT(),a.beginQueryEXT(a.TIME_ELAPSED_EXT,r),i=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var c=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),u=c.crossFadingFactor();1===u&&u===this._crossFadingFactor||(o=!0,this._crossFadingFactor=u),this.style.update(c)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var f=t.browser.now()-i;a.endQueryEXT(a.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=a.getQueryObjectEXT(r,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:f,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var h=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(h);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event(\"idle\"))),this}},i.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1)r[e].onRemove(this);this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Ai(this._canvasContainer),Ai(this._controlContainer),Ai(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},i.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},i.prototype._onWindowOnline=function(){this._update()},i.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},a.showTileBoundaries.get=function(){return!!this._showTileBoundaries},a.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},a.showPadding.get=function(){return!!this._showPadding},a.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},a.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},a.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},a.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},a.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},a.repaint.get=function(){return!!this._repaint},a.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},a.vertices.get=function(){return!!this._vertices},a.vertices.set=function(t){this._vertices=t,this._update()},i.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},a.version.get=function(){return t.version},Object.defineProperties(i.prototype,a),i}(mi);function Ai(t){t.parentNode&&t.parentNode.removeChild(t)}var Si={showCompass:!0,showZoom:!0,visualizePitch:!1},Ei=function(e){var n=this;this.options=t.extend({},Si,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};Ei.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Ei.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},Ei.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ci(this._map,this._compass,this.options.visualizePitch)),this._container},Ei.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Ei.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},Ei.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ci=function(e,n,i){void 0===i&&(i=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Gn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,i&&(this.mousePitch=new Yn({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function Li(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var i=new t.LngLat(e.lng-360,e.lat),a=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(i).distSqr(r)<o?e=i:n.locationPoint(a).distSqr(r)<o&&(e=a)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ci.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ci.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var i=this.mousePitch.mousemoveWindow(t,e);i&&i.pitchDelta&&r.setPitch(r.getPitch()+i.pitchDelta)}},Ci.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ci.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ci.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ci.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ci.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ci.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ci.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ci.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ci.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var Ii={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Pi(t,e,r){var n=t.classList;for(var i in Ii)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+i);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var zi,Oi=function(e){function n(n,i){var a=this;if(e.call(this),(n instanceof t.window.HTMLElement||i)&&(n=t.extend({element:n},i)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");o.setAttributeNS(null,\"display\",\"block\"),o.setAttributeNS(null,\"height\",\"41px\"),o.setAttributeNS(null,\"width\",\"27px\"),o.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"stroke\",\"none\"),s.setAttributeNS(null,\"stroke-width\",\"1\"),s.setAttributeNS(null,\"fill\",\"none\"),s.setAttributeNS(null,\"fill-rule\",\"evenodd\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"fill-rule\",\"nonzero\");var c=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");c.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),c.setAttributeNS(null,\"fill\",\"#000000\");for(var u=0,f=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];u<f.length;u+=1){var h=f[u],p=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");p.setAttributeNS(null,\"opacity\",\"0.04\"),p.setAttributeNS(null,\"cx\",\"10.5\"),p.setAttributeNS(null,\"cy\",\"5.80029008\"),p.setAttributeNS(null,\"rx\",h.rx),p.setAttributeNS(null,\"ry\",h.ry),c.appendChild(p)}var d=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"fill\",this._color);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");g.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),d.appendChild(g);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"opacity\",\"0.25\"),m.setAttributeNS(null,\"fill\",\"#000000\");var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),m.appendChild(v);var y=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");y.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),y.setAttributeNS(null,\"fill\",\"#FFFFFF\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");x.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#000000\"),b.setAttributeNS(null,\"opacity\",\"0.25\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),x.appendChild(b),x.appendChild(_),l.appendChild(c),l.appendChild(d),l.appendChild(m),l.appendChild(y),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),this._element.addEventListener(\"focus\",(function(){var t=a._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Pi(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=Math.sqrt(Math.pow(13.5,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[e,-1*(24.6+e)],\"bottom-right\":[-e,-1*(24.6+e)],left:[13.5,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=Li(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,Ii[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Di={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0},Ri=0,Fi=!1,Bi=function(e){function n(r){e.call(this),this.options=t.extend({},Di,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.onAdd=function(e){var n;return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==zi?n(zi):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){n(zi=\"denied\"!==t.state)})):n(zi=!!t.window.navigator.geolocation),this._container},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Ri=0,Fi=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,i=this._map.getBearing(),a=t.extend({bearing:i},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),a,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),i=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=i+\"px\",this._circleElement.style.height=i+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&Fi)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var i=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}else{var a=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new Oi(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new Oi({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||e.originalEvent&&\"resize\"===e.originalEvent.type||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Ri--,Fi=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Ri>1?(e={maximumAge:6e5,timeout:0},Fi=!0):(e=this.options.positionOptions,Fi=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Ni={maxWidth:100,unit:\"metric\"},ji=function(e){this.options=t.extend({},Ni,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Ui(t,e,r){var n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;l>5280?Vi(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\")):Vi(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else r&&\"nautical\"===r.unit?Vi(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\")):s>=1e3?Vi(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):Vi(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function Vi(t,e,r,n){var i,a,o,s=(i=r,(a=Math.pow(10,(\"\"+Math.floor(i)).length-1))*(o=(o=i/a)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o)));t.style.width=e*(s/r)+\"px\",t.innerHTML=s+\"&nbsp;\"+n}ji.prototype.getDefaultPosition=function(){return\"bottom-left\"},ji.prototype._onMove=function(){Ui(this._map,this._container,this.options)},ji.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},ji.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},ji.prototype.setUnit=function(t){this.options.unit=t,Ui(this._map,this._container,this.options)};var qi=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};qi.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},qi.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},qi.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},qi.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},qi.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},qi.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},qi.prototype._isFullscreen=function(){return this._fullscreen},qi.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},qi.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var Hi={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},Gi=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(Hi),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),i=t.window.document.createElement(\"body\");for(i.innerHTML=e;r=i.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(e){var n=this;if(this._map&&(this._lngLat||this._trackPointer)&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return n._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=Li(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||e)){var i=this._pos=this._trackPointer&&e?e:this._map.project(this._lngLat),a=this.options.anchor,o=function e(r){if(r){if(\"number\"==typeof r){var n=Math.round(Math.sqrt(.5*Math.pow(r,2)));return{center:new t.Point(0,0),top:new t.Point(0,r),\"top-left\":new t.Point(n,n),\"top-right\":new t.Point(-n,n),bottom:new t.Point(0,-r),\"bottom-left\":new t.Point(n,-n),\"bottom-right\":new t.Point(-n,-n),left:new t.Point(r,0),right:new t.Point(-r,0)}}if(r instanceof t.Point||Array.isArray(r)){var i=t.Point.convert(r);return{center:i,top:i,\"top-left\":i,\"top-right\":i,bottom:i,\"bottom-left\":i,\"bottom-right\":i,left:i,right:i}}return{center:t.Point.convert(r.center||[0,0]),top:t.Point.convert(r.top||[0,0]),\"top-left\":t.Point.convert(r[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(r[\"top-right\"]||[0,0]),bottom:t.Point.convert(r.bottom||[0,0]),\"bottom-left\":t.Point.convert(r[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(r[\"bottom-right\"]||[0,0]),left:t.Point.convert(r.left||[0,0]),right:t.Point.convert(r.right||[0,0])}}return e(new t.Point(0,0))}(this.options.offset);if(!a){var s,l=this._container.offsetWidth,c=this._container.offsetHeight;s=i.y+o.bottom.y<c?[\"top\"]:i.y>this._map.transform.height-c?[\"bottom\"]:[],i.x<l/2?s.push(\"left\"):i.x>this._map.transform.width-l/2&&s.push(\"right\"),a=0===s.length?\"bottom\":s.join(\"-\")}var u=i.add(o[a]).round();r.setTransform(this._container,Ii[a]+\" translate(\"+u.x+\"px,\"+u.y+\"px)\"),Pi(this._container,a,\"popup\")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented),Yi={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:Mi,NavigationControl:Ei,GeolocateControl:Bi,AttributionControl:vi,ScaleControl:ji,FullscreenControl:qi,Popup:Gi,Marker:Oi,Style:qe,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){Bt().acquire(Ot)},clearPrewarmedResources:function(){var t=Rt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(Ot),Rt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. The pre-warmed WebWorker pool can only be cleared when all map instances have been removed with map.remove()\"))},get accessToken(){return t.config.ACCESS_TOKEN},set accessToken(e){t.config.ACCESS_TOKEN=e},get baseApiUrl(){return t.config.API_URL},set baseApiUrl(e){t.config.API_URL=e},get workerCount(){return Dt.workerCount},set workerCount(t){Dt.workerCount=t},get maxParallelImageRequests(){return t.config.MAX_PARALLEL_IMAGE_REQUESTS},set maxParallelImageRequests(e){t.config.MAX_PARALLEL_IMAGE_REQUESTS=e},clearStorage:function(e){t.clearTileCache(e)},workerUrl:\"\"};return Yi})),r}))},{}],474:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=1<<t+1,r=new Array(e),n=0;n<e;++n)r[n]=a(t,n);return r};var n=t(\"convex-hull\");function i(t,e,r){for(var n=new Array(t),i=0;i<t;++i)n[i]=0,i===e&&(n[i]+=.5),i===r&&(n[i]+=.5);return n}function a(t,e){if(0===e||e===(1<<t+1)-1)return[];for(var r=[],a=[],o=0;o<=t;++o)if(e&1<<o){r.push(i(t,o-1,o-1)),a.push(null);for(var s=0;s<=t;++s)~e&1<<s&&(r.push(i(t,o-1,s-1)),a.push([o,s]))}var l=n(r),c=[];t:for(o=0;o<l.length;++o){var u=l[o],f=[];for(s=0;s<u.length;++s){if(!a[u[s]])continue t;f.push(a[u[s]].slice())}c.push(f)}return c}},{\"convex-hull\":135}],475:[function(t,e,r){var n=t(\"./normalize\"),i=t(\"gl-mat4/create\"),a=t(\"gl-mat4/clone\"),o=t(\"gl-mat4/determinant\"),s=t(\"gl-mat4/invert\"),l=t(\"gl-mat4/transpose\"),c={length:t(\"gl-vec3/length\"),normalize:t(\"gl-vec3/normalize\"),dot:t(\"gl-vec3/dot\"),cross:t(\"gl-vec3/cross\")},u=i(),f=i(),h=[0,0,0,0],p=[[0,0,0],[0,0,0],[0,0,0]],d=[0,0,0];function g(t,e,r,n,i){t[0]=e[0]*n+r[0]*i,t[1]=e[1]*n+r[1]*i,t[2]=e[2]*n+r[2]*i}e.exports=function(t,e,r,i,m,v){if(e||(e=[0,0,0]),r||(r=[0,0,0]),i||(i=[0,0,0]),m||(m=[0,0,0,1]),v||(v=[0,0,0,1]),!n(u,t))return!1;if(a(f,u),f[3]=0,f[7]=0,f[11]=0,f[15]=1,Math.abs(o(f)<1e-8))return!1;var y,x,b,_,w,T,k,M=u[3],A=u[7],S=u[11],E=u[12],C=u[13],L=u[14],I=u[15];if(0!==M||0!==A||0!==S){if(h[0]=M,h[1]=A,h[2]=S,h[3]=I,!s(f,f))return!1;l(f,f),y=m,b=f,_=(x=h)[0],w=x[1],T=x[2],k=x[3],y[0]=b[0]*_+b[4]*w+b[8]*T+b[12]*k,y[1]=b[1]*_+b[5]*w+b[9]*T+b[13]*k,y[2]=b[2]*_+b[6]*w+b[10]*T+b[14]*k,y[3]=b[3]*_+b[7]*w+b[11]*T+b[15]*k}else m[0]=m[1]=m[2]=0,m[3]=1;if(e[0]=E,e[1]=C,e[2]=L,function(t,e){t[0][0]=e[0],t[0][1]=e[1],t[0][2]=e[2],t[1][0]=e[4],t[1][1]=e[5],t[1][2]=e[6],t[2][0]=e[8],t[2][1]=e[9],t[2][2]=e[10]}(p,u),r[0]=c.length(p[0]),c.normalize(p[0],p[0]),i[0]=c.dot(p[0],p[1]),g(p[1],p[1],p[0],1,-i[0]),r[1]=c.length(p[1]),c.normalize(p[1],p[1]),i[0]/=r[1],i[1]=c.dot(p[0],p[2]),g(p[2],p[2],p[0],1,-i[1]),i[2]=c.dot(p[1],p[2]),g(p[2],p[2],p[1],1,-i[2]),r[2]=c.length(p[2]),c.normalize(p[2],p[2]),i[1]/=r[2],i[2]/=r[2],c.cross(d,p[1],p[2]),c.dot(p[0],d)<0)for(var P=0;P<3;P++)r[P]*=-1,p[P][0]*=-1,p[P][1]*=-1,p[P][2]*=-1;return v[0]=.5*Math.sqrt(Math.max(1+p[0][0]-p[1][1]-p[2][2],0)),v[1]=.5*Math.sqrt(Math.max(1-p[0][0]+p[1][1]-p[2][2],0)),v[2]=.5*Math.sqrt(Math.max(1-p[0][0]-p[1][1]+p[2][2],0)),v[3]=.5*Math.sqrt(Math.max(1+p[0][0]+p[1][1]+p[2][2],0)),p[2][1]>p[1][2]&&(v[0]=-v[0]),p[0][2]>p[2][0]&&(v[1]=-v[1]),p[1][0]>p[0][1]&&(v[2]=-v[2]),!0}},{\"./normalize\":476,\"gl-mat4/clone\":278,\"gl-mat4/create\":280,\"gl-mat4/determinant\":281,\"gl-mat4/invert\":293,\"gl-mat4/transpose\":306,\"gl-vec3/cross\":365,\"gl-vec3/dot\":370,\"gl-vec3/length\":380,\"gl-vec3/normalize\":387}],476:[function(t,e,r){e.exports=function(t,e){var r=e[15];if(0===r)return!1;for(var n=1/r,i=0;i<16;i++)t[i]=e[i]*n;return!0}},{}],477:[function(t,e,r){var n=t(\"gl-vec3/lerp\"),i=t(\"mat4-recompose\"),a=t(\"mat4-decompose\"),o=t(\"gl-mat4/determinant\"),s=t(\"quat-slerp\"),l=f(),c=f(),u=f();function f(){return{translate:h(),scale:h(1),skew:h(),perspective:[0,0,0,1],quaternion:[0,0,0,1]}}function h(t){return[t||0,t||0,t||0]}e.exports=function(t,e,r,f){if(0===o(e)||0===o(r))return!1;var h=a(e,l.translate,l.scale,l.skew,l.perspective,l.quaternion),p=a(r,c.translate,c.scale,c.skew,c.perspective,c.quaternion);return!(!h||!p)&&(n(u.translate,l.translate,c.translate,f),n(u.skew,l.skew,c.skew,f),n(u.scale,l.scale,c.scale,f),n(u.perspective,l.perspective,c.perspective,f),s(u.quaternion,l.quaternion,c.quaternion,f),i(t,u.translate,u.scale,u.skew,u.perspective,u.quaternion),!0)}},{\"gl-mat4/determinant\":281,\"gl-vec3/lerp\":381,\"mat4-decompose\":475,\"mat4-recompose\":478,\"quat-slerp\":527}],478:[function(t,e,r){var n={identity:t(\"gl-mat4/identity\"),translate:t(\"gl-mat4/translate\"),multiply:t(\"gl-mat4/multiply\"),create:t(\"gl-mat4/create\"),scale:t(\"gl-mat4/scale\"),fromRotationTranslation:t(\"gl-mat4/fromRotationTranslation\")},i=(n.create(),n.create());e.exports=function(t,e,r,a,o,s){return n.identity(t),n.fromRotationTranslation(t,s,e),t[3]=o[0],t[7]=o[1],t[11]=o[2],t[15]=o[3],n.identity(i),0!==a[2]&&(i[9]=a[2],n.multiply(t,t,i)),0!==a[1]&&(i[9]=0,i[8]=a[1],n.multiply(t,t,i)),0!==a[0]&&(i[8]=0,i[4]=a[0],n.multiply(t,t,i)),n.scale(t,t,r),t}},{\"gl-mat4/create\":280,\"gl-mat4/fromRotationTranslation\":284,\"gl-mat4/identity\":291,\"gl-mat4/multiply\":295,\"gl-mat4/scale\":303,\"gl-mat4/translate\":305}],479:[function(t,e,r){\"use strict\";e.exports=Math.log2||function(t){return Math.log(t)*Math.LOG2E}},{}],480:[function(t,e,r){\"use strict\";var n=t(\"binary-search-bounds\"),i=t(\"mat4-interpolate\"),a=t(\"gl-mat4/invert\"),o=t(\"gl-mat4/rotateX\"),s=t(\"gl-mat4/rotateY\"),l=t(\"gl-mat4/rotateZ\"),c=t(\"gl-mat4/lookAt\"),u=t(\"gl-mat4/translate\"),f=(t(\"gl-mat4/scale\"),t(\"gl-vec3/normalize\")),h=[0,0,0];function p(t){this._components=t.slice(),this._time=[0],this.prevMatrix=t.slice(),this.nextMatrix=t.slice(),this.computedMatrix=t.slice(),this.computedInverse=t.slice(),this.computedEye=[0,0,0],this.computedUp=[0,0,0],this.computedCenter=[0,0,0],this.computedRadius=[0],this._limits=[-1/0,1/0]}e.exports=function(t){return new p((t=t||{}).matrix||[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1])};var d=p.prototype;d.recalcMatrix=function(t){var e=this._time,r=n.le(e,t),o=this.computedMatrix;if(!(r<0)){var s=this._components;if(r===e.length-1)for(var l=16*r,c=0;c<16;++c)o[c]=s[l++];else{var u=e[r+1]-e[r],h=(l=16*r,this.prevMatrix),p=!0;for(c=0;c<16;++c)h[c]=s[l++];var d=this.nextMatrix;for(c=0;c<16;++c)d[c]=s[l++],p=p&&h[c]===d[c];if(u<1e-6||p)for(c=0;c<16;++c)o[c]=h[c];else i(o,h,d,(t-e[r])/u)}var g=this.computedUp;g[0]=o[1],g[1]=o[5],g[2]=o[9],f(g,g);var m=this.computedInverse;a(m,o);var v=this.computedEye,y=m[15];v[0]=m[12]/y,v[1]=m[13]/y,v[2]=m[14]/y;var x=this.computedCenter,b=Math.exp(this.computedRadius[0]);for(c=0;c<3;++c)x[c]=v[c]-o[2+4*c]*b}},d.idle=function(t){if(!(t<this.lastT())){for(var e=this._components,r=e.length-16,n=0;n<16;++n)e.push(e[r++]);this._time.push(t)}},d.flush=function(t){var e=n.gt(this._time,t)-2;e<0||(this._time.splice(0,e),this._components.splice(0,16*e))},d.lastT=function(){return this._time[this._time.length-1]},d.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||h,n=n||this.computedUp,this.setMatrix(t,c(this.computedMatrix,e,r,n));for(var i=0,a=0;a<3;++a)i+=Math.pow(r[a]-e[a],2);i=Math.log(Math.sqrt(i)),this.computedRadius[0]=i},d.rotate=function(t,e,r,n){this.recalcMatrix(t);var i=this.computedInverse;e&&s(i,i,e),r&&o(i,i,r),n&&l(i,i,n),this.setMatrix(t,a(this.computedMatrix,i))};var g=[0,0,0];d.pan=function(t,e,r,n){g[0]=-(e||0),g[1]=-(r||0),g[2]=-(n||0),this.recalcMatrix(t);var i=this.computedInverse;u(i,i,g),this.setMatrix(t,a(i,i))},d.translate=function(t,e,r,n){g[0]=e||0,g[1]=r||0,g[2]=n||0,this.recalcMatrix(t);var i=this.computedMatrix;u(i,i,g),this.setMatrix(t,i)},d.setMatrix=function(t,e){if(!(t<this.lastT())){this._time.push(t);for(var r=0;r<16;++r)this._components.push(e[r])}},d.setDistance=function(t,e){this.computedRadius[0]=e},d.setDistanceLimits=function(t,e){var r=this._limits;r[0]=t,r[1]=e},d.getDistanceLimits=function(t){var e=this._limits;return t?(t[0]=e[0],t[1]=e[1],t):e}},{\"binary-search-bounds\":481,\"gl-mat4/invert\":293,\"gl-mat4/lookAt\":294,\"gl-mat4/rotateX\":300,\"gl-mat4/rotateY\":301,\"gl-mat4/rotateZ\":302,\"gl-mat4/scale\":303,\"gl-mat4/translate\":305,\"gl-vec3/normalize\":387,\"mat4-interpolate\":477}],481:[function(t,e,r){arguments[4][243][0].apply(r,arguments)},{dup:243}],482:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.length;if(e<3){for(var r=new Array(e),i=0;i<e;++i)r[i]=i;return 2===e&&t[0][0]===t[1][0]&&t[0][1]===t[1][1]?[0]:r}var a=new Array(e);for(i=0;i<e;++i)a[i]=i;a.sort((function(e,r){var n=t[e][0]-t[r][0];return n||t[e][1]-t[r][1]}));var o=[a[0],a[1]],s=[a[0],a[1]];for(i=2;i<e;++i){for(var l=a[i],c=t[l],u=o.length;u>1&&n(t[o[u-2]],t[o[u-1]],c)<=0;)u-=1,o.pop();for(o.push(l),u=s.length;u>1&&n(t[s[u-2]],t[s[u-1]],c)>=0;)u-=1,s.pop();s.push(l)}r=new Array(s.length+o.length-2);for(var f=0,h=(i=0,o.length);i<h;++i)r[f++]=o[i];for(var p=s.length-2;p>0;--p)r[f++]=s[p];return r};var n=t(\"robust-orientation\")[3]},{\"robust-orientation\":548}],483:[function(t,e,r){\"use strict\";e.exports=function(t,e){e||(e=t,t=window);var r=0,i=0,a=0,o={shift:!1,alt:!1,control:!1,meta:!1},s=!1;function l(t){var e=!1;return\"altKey\"in t&&(e=e||t.altKey!==o.alt,o.alt=!!t.altKey),\"shiftKey\"in t&&(e=e||t.shiftKey!==o.shift,o.shift=!!t.shiftKey),\"ctrlKey\"in t&&(e=e||t.ctrlKey!==o.control,o.control=!!t.ctrlKey),\"metaKey\"in t&&(e=e||t.metaKey!==o.meta,o.meta=!!t.metaKey),e}function c(t,s){var c=n.x(s),u=n.y(s);\"buttons\"in s&&(t=0|s.buttons),(t!==r||c!==i||u!==a||l(s))&&(r=0|t,i=c||0,a=u||0,e&&e(r,i,a,o))}function u(t){c(0,t)}function f(){(r||i||a||o.shift||o.alt||o.meta||o.control)&&(i=a=0,r=0,o.shift=o.alt=o.control=o.meta=!1,e&&e(0,0,0,o))}function h(t){l(t)&&e&&e(r,i,a,o)}function p(t){0===n.buttons(t)?c(0,t):c(r,t)}function d(t){c(r|n.buttons(t),t)}function g(t){c(r&~n.buttons(t),t)}function m(){s||(s=!0,t.addEventListener(\"mousemove\",p),t.addEventListener(\"mousedown\",d),t.addEventListener(\"mouseup\",g),t.addEventListener(\"mouseleave\",u),t.addEventListener(\"mouseenter\",u),t.addEventListener(\"mouseout\",u),t.addEventListener(\"mouseover\",u),t.addEventListener(\"blur\",f),t.addEventListener(\"keyup\",h),t.addEventListener(\"keydown\",h),t.addEventListener(\"keypress\",h),t!==window&&(window.addEventListener(\"blur\",f),window.addEventListener(\"keyup\",h),window.addEventListener(\"keydown\",h),window.addEventListener(\"keypress\",h)))}m();var v={element:t};return Object.defineProperties(v,{enabled:{get:function(){return s},set:function(e){e?m():function(){if(!s)return;s=!1,t.removeEventListener(\"mousemove\",p),t.removeEventListener(\"mousedown\",d),t.removeEventListener(\"mouseup\",g),t.removeEventListener(\"mouseleave\",u),t.removeEventListener(\"mouseenter\",u),t.removeEventListener(\"mouseout\",u),t.removeEventListener(\"mouseover\",u),t.removeEventListener(\"blur\",f),t.removeEventListener(\"keyup\",h),t.removeEventListener(\"keydown\",h),t.removeEventListener(\"keypress\",h),t!==window&&(window.removeEventListener(\"blur\",f),window.removeEventListener(\"keyup\",h),window.removeEventListener(\"keydown\",h),window.removeEventListener(\"keypress\",h))}()},enumerable:!0},buttons:{get:function(){return r},enumerable:!0},x:{get:function(){return i},enumerable:!0},y:{get:function(){return a},enumerable:!0},mods:{get:function(){return o},enumerable:!0}}),v};var n=t(\"mouse-event\")},{\"mouse-event\":485}],484:[function(t,e,r){var n={left:0,top:0};e.exports=function(t,e,r){e=e||t.currentTarget||t.srcElement,Array.isArray(r)||(r=[0,0]);var i=t.clientX||0,a=t.clientY||0,o=(s=e,s===window||s===document||s===document.body?n:s.getBoundingClientRect());var s;return r[0]=i-o.left,r[1]=a-o.top,r}},{}],485:[function(t,e,r){\"use strict\";function n(t){return t.target||t.srcElement||window}r.buttons=function(t){if(\"object\"==typeof t){if(\"buttons\"in t)return t.buttons;if(\"which\"in t){if(2===(e=t.which))return 4;if(3===e)return 2;if(e>0)return 1<<e-1}else if(\"button\"in t){var e;if(1===(e=t.button))return 4;if(2===e)return 2;if(e>=0)return 1<<e}}return 0},r.element=n,r.x=function(t){if(\"object\"==typeof t){if(\"offsetX\"in t)return t.offsetX;var e=n(t).getBoundingClientRect();return t.clientX-e.left}return 0},r.y=function(t){if(\"object\"==typeof t){if(\"offsetY\"in t)return t.offsetY;var e=n(t).getBoundingClientRect();return t.clientY-e.top}return 0}},{}],486:[function(t,e,r){\"use strict\";var n=t(\"to-px\");e.exports=function(t,e,r){\"function\"==typeof t&&(r=!!e,e=t,t=window);var i=n(\"ex\",t),a=function(t){r&&t.preventDefault();var n=t.deltaX||0,a=t.deltaY||0,o=t.deltaZ||0,s=1;switch(t.deltaMode){case 1:s=i;break;case 2:s=window.innerHeight}if(a*=s,o*=s,(n*=s)||a||o)return e(n,a,o,t)};return t.addEventListener(\"wheel\",a),a}},{\"to-px\":578}],487:[function(t,e,r){\"use strict\";var n=t(\"typedarray-pool\");function i(t){return\"a\"+t}function a(t){return\"d\"+t}function o(t,e){return\"c\"+t+\"_\"+e}function s(t){return\"s\"+t}function l(t,e){return\"t\"+t+\"_\"+e}function c(t){return\"o\"+t}function u(t){return\"x\"+t}function f(t){return\"p\"+t}function h(t,e){return\"d\"+t+\"_\"+e}function p(t){return\"i\"+t}function d(t,e){return\"u\"+t+\"_\"+e}function g(t){return\"b\"+t}function m(t){return\"y\"+t}function v(t){return\"e\"+t}function y(t){return\"v\"+t}e.exports=function(t){function e(t){throw new Error(\"ndarray-extract-contour: \"+t)}\"object\"!=typeof t&&e(\"Must specify arguments\");var r=t.order;Array.isArray(r)||e(\"Must specify order\");var b=t.arrayArguments||1;b<1&&e(\"Must have at least one array argument\");var _=t.scalarArguments||0;_<0&&e(\"Scalar arg count must be > 0\");\"function\"!=typeof t.vertex&&e(\"Must specify vertex creation function\");\"function\"!=typeof t.cell&&e(\"Must specify cell creation function\");\"function\"!=typeof t.phase&&e(\"Must specify phase function\");for(var w=t.getters||[],T=new Array(b),k=0;k<b;++k)w.indexOf(k)>=0?T[k]=!0:T[k]=!1;return function(t,e,r,b,_,w){var T=w.length,k=_.length;if(k<2)throw new Error(\"ndarray-extract-contour: Dimension must be at least 2\");for(var M=\"extractContour\"+_.join(\"_\"),A=[],S=[],E=[],C=0;C<T;++C)E.push(i(C));for(C=0;C<b;++C)E.push(u(C));for(C=0;C<k;++C)S.push(s(C)+\"=\"+i(0)+\".shape[\"+C+\"]|0\");for(C=0;C<T;++C){S.push(a(C)+\"=\"+i(C)+\".data\",c(C)+\"=\"+i(C)+\".offset|0\");for(var L=0;L<k;++L)S.push(l(C,L)+\"=\"+i(C)+\".stride[\"+L+\"]|0\")}for(C=0;C<T;++C){S.push(f(C)+\"=\"+c(C)),S.push(o(C,0));for(L=1;L<1<<k;++L){for(var I=[],P=0;P<k;++P)L&1<<P&&I.push(\"-\"+l(C,P));S.push(h(C,L)+\"=(\"+I.join(\"\")+\")|0\"),S.push(o(C,L)+\"=0\")}}for(C=0;C<T;++C)for(L=0;L<k;++L){var z=[l(C,_[L])];L>0&&z.push(l(C,_[L-1])+\"*\"+s(_[L-1])),S.push(d(C,_[L])+\"=(\"+z.join(\"-\")+\")|0\")}for(C=0;C<k;++C)S.push(p(C)+\"=0\");S.push(\"N=0\");var O=[\"2\"];for(C=k-2;C>=0;--C)O.push(s(_[C]));S.push(\"Q=(\"+O.join(\"*\")+\")|0\",\"P=mallocUint32(Q)\",\"V=mallocUint32(Q)\",\"X=0\"),S.push(g(0)+\"=0\");for(L=1;L<1<<k;++L){var D=[],R=[];for(P=0;P<k;++P)L&1<<P&&(0===R.length?D.push(\"1\"):D.unshift(R.join(\"*\"))),R.push(s(_[P]));var F=\"\";D[0].indexOf(s(_[k-2]))<0&&(F=\"-\");var B=x(k,L,_);S.push(v(B)+\"=(-\"+D.join(\"-\")+\")|0\",m(B)+\"=(\"+F+D.join(\"-\")+\")|0\",g(B)+\"=0\")}function N(t,e){A.push(\"for(\",p(_[t]),\"=\",e,\";\",p(_[t]),\"<\",s(_[t]),\";\",\"++\",p(_[t]),\"){\")}function j(t){for(var e=0;e<T;++e)A.push(f(e),\"+=\",d(e,_[t]),\";\");A.push(\"}\")}function U(){for(var t=1;t<1<<k;++t)A.push(\"T\",\"=\",v(t),\";\",v(t),\"=\",m(t),\";\",m(t),\"=\",\"T\",\";\")}S.push(y(0)+\"=0\",\"T=0\"),function t(e,r){if(e<0)!function(t){for(var e=0;e<T;++e)w[e]?A.push(o(e,0),\"=\",a(e),\".get(\",f(e),\");\"):A.push(o(e,0),\"=\",a(e),\"[\",f(e),\"];\");var r=[];for(e=0;e<T;++e)r.push(o(e,0));for(e=0;e<b;++e)r.push(u(e));A.push(g(0),\"=\",\"P\",\"[\",\"X\",\"]=phase(\",r.join(),\");\");for(var n=1;n<1<<k;++n)A.push(g(n),\"=\",\"P\",\"[\",\"X\",\"+\",v(n),\"];\");var i=[];for(n=1;n<1<<k;++n)i.push(\"(\"+g(0)+\"!==\"+g(n)+\")\");A.push(\"if(\",i.join(\"||\"),\"){\");var s=[];for(e=0;e<k;++e)s.push(p(e));for(e=0;e<T;++e){s.push(o(e,0));for(n=1;n<1<<k;++n)w[e]?A.push(o(e,n),\"=\",a(e),\".get(\",f(e),\"+\",h(e,n),\");\"):A.push(o(e,n),\"=\",a(e),\"[\",f(e),\"+\",h(e,n),\"];\"),s.push(o(e,n))}for(e=0;e<1<<k;++e)s.push(g(e));for(e=0;e<b;++e)s.push(u(e));A.push(\"vertex(\",s.join(),\");\",y(0),\"=\",\"V\",\"[\",\"X\",\"]=\",\"N\",\"++;\");var l=(1<<k)-1,c=g(l);for(n=0;n<k;++n)if(0==(t&~(1<<n))){for(var d=l^1<<n,m=g(d),x=[],_=d;_>0;_=_-1&d)x.push(\"V[X+\"+v(_)+\"]\");x.push(y(0));for(_=0;_<T;++_)1&n?x.push(o(_,l),o(_,d)):x.push(o(_,d),o(_,l));1&n?x.push(c,m):x.push(m,c);for(_=0;_<b;++_)x.push(u(_));A.push(\"if(\",c,\"!==\",m,\"){\",\"face(\",x.join(),\")}\")}A.push(\"}\",\"X\",\"+=1;\")}(r);else{!function(t){for(var e=t-1;e>=0;--e)N(e,0);var r=[];for(e=0;e<T;++e)w[e]?r.push(a(e)+\".get(\"+f(e)+\")\"):r.push(a(e)+\"[\"+f(e)+\"]\");for(e=0;e<b;++e)r.push(u(e));for(A.push(\"P\",\"[\",\"X\",\"++]=phase(\",r.join(),\");\"),e=0;e<t;++e)j(e);for(var n=0;n<T;++n)A.push(f(n),\"+=\",d(n,_[t]),\";\")}(e),A.push(\"if(\",s(_[e]),\">0){\",p(_[e]),\"=1;\"),t(e-1,r|1<<_[e]);for(var n=0;n<T;++n)A.push(f(n),\"+=\",d(n,_[e]),\";\");e===k-1&&(A.push(\"X\",\"=0;\"),U()),N(e,2),t(e-1,r),e===k-1&&(A.push(\"if(\",p(_[k-1]),\"&1){\",\"X\",\"=0;}\"),U()),j(e),A.push(\"}\")}}(k-1,0),A.push(\"freeUint32(\",\"V\",\");freeUint32(\",\"P\",\");\");var V=[\"'use strict';\",\"function \",M,\"(\",E.join(),\"){\",\"var \",S.join(),\";\",A.join(\"\"),\"}\",\"return \",M].join(\"\");return new Function(\"vertex\",\"face\",\"phase\",\"mallocUint32\",\"freeUint32\",V)(t,e,r,n.mallocUint32,n.freeUint32)}(t.vertex,t.cell,t.phase,_,r,T)};function x(t,e,r){for(var n=0,i=0;i<t;++i)e&1<<i&&(n|=1<<r[i]);return n}},{\"typedarray-pool\":595}],488:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){if(Array.isArray(r)){if(r.length!==e.dimension)throw new Error(\"ndarray-gradient: invalid boundary conditions\")}else r=n(e.dimension,\"string\"==typeof r?r:\"clamp\");if(t.dimension!==e.dimension+1)throw new Error(\"ndarray-gradient: output dimension must be +1 input dimension\");if(t.shape[e.dimension]!==e.dimension)throw new Error(\"ndarray-gradient: output shape must match input shape\");for(var i=0;i<e.dimension;++i)if(t.shape[i]!==e.shape[i])throw new Error(\"ndarray-gradient: shape mismatch\");if(0===e.size)return t;if(e.dimension<=0)return t.set(0),t;return function(t){var e=t.join();if(v=o[e])return v;var r=t.length,n=[\"function gradient(dst,src){var s=src.shape.slice();\"];function i(e){for(var i=r-e.length,a=[],o=[],s=[],l=0;l<r;++l)e.indexOf(l+1)>=0?s.push(\"0\"):e.indexOf(-(l+1))>=0?s.push(\"s[\"+l+\"]-1\"):(s.push(\"-1\"),a.push(\"1\"),o.push(\"s[\"+l+\"]-2\"));var c=\".lo(\"+a.join()+\").hi(\"+o.join()+\")\";if(0===a.length&&(c=\"\"),i>0){n.push(\"if(1\");for(l=0;l<r;++l)e.indexOf(l+1)>=0||e.indexOf(-(l+1))>=0||n.push(\"&&s[\",l,\"]>2\");n.push(\"){grad\",i,\"(src.pick(\",s.join(),\")\",c);for(l=0;l<r;++l)e.indexOf(l+1)>=0||e.indexOf(-(l+1))>=0||n.push(\",dst.pick(\",s.join(),\",\",l,\")\",c);n.push(\");\")}for(l=0;l<e.length;++l){var u=Math.abs(e[l])-1,f=\"dst.pick(\"+s.join()+\",\"+u+\")\"+c;switch(t[u]){case\"clamp\":var h=s.slice(),p=s.slice();e[l]<0?h[u]=\"s[\"+u+\"]-2\":p[u]=\"1\",0===i?n.push(\"if(s[\",u,\"]>1){dst.set(\",s.join(),\",\",u,\",0.5*(src.get(\",h.join(),\")-src.get(\",p.join(),\")))}else{dst.set(\",s.join(),\",\",u,\",0)};\"):n.push(\"if(s[\",u,\"]>1){diff(\",f,\",src.pick(\",h.join(),\")\",c,\",src.pick(\",p.join(),\")\",c,\");}else{zero(\",f,\");};\");break;case\"mirror\":0===i?n.push(\"dst.set(\",s.join(),\",\",u,\",0);\"):n.push(\"zero(\",f,\");\");break;case\"wrap\":var d=s.slice(),g=s.slice();e[l]<0?(d[u]=\"s[\"+u+\"]-2\",g[u]=\"0\"):(d[u]=\"s[\"+u+\"]-1\",g[u]=\"1\"),0===i?n.push(\"if(s[\",u,\"]>2){dst.set(\",s.join(),\",\",u,\",0.5*(src.get(\",d.join(),\")-src.get(\",g.join(),\")))}else{dst.set(\",s.join(),\",\",u,\",0)};\"):n.push(\"if(s[\",u,\"]>2){diff(\",f,\",src.pick(\",d.join(),\")\",c,\",src.pick(\",g.join(),\")\",c,\");}else{zero(\",f,\");};\");break;default:throw new Error(\"ndarray-gradient: Invalid boundary condition\")}}i>0&&n.push(\"};\")}for(var s=0;s<1<<r;++s){for(var f=[],h=0;h<r;++h)s&1<<h&&f.push(h+1);for(var p=0;p<1<<f.length;++p){var d=f.slice();for(h=0;h<f.length;++h)p&1<<h&&(d[h]=-d[h]);i(d)}}n.push(\"return dst;};return gradient\");var g=[\"diff\",\"zero\"],m=[l,c];for(s=1;s<=r;++s)g.push(\"grad\"+s),m.push(u(s));g.push(n.join(\"\"));var v=Function.apply(void 0,g).apply(void 0,m);return a[e]=v,v}(r)(t,e)};var n=t(\"dup\"),i=t(\"cwise-compiler\"),a={},o={},s={body:\"\",args:[],thisVars:[],localVars:[]},l=i({args:[\"array\",\"array\",\"array\"],pre:s,post:s,body:{args:[{name:\"out\",lvalue:!0,rvalue:!1,count:1},{name:\"left\",lvalue:!1,rvalue:!0,count:1},{name:\"right\",lvalue:!1,rvalue:!0,count:1}],body:\"out=0.5*(left-right)\",thisVars:[],localVars:[]},funcName:\"cdiff\"}),c=i({args:[\"array\"],pre:s,post:s,body:{args:[{name:\"out\",lvalue:!0,rvalue:!1,count:1}],body:\"out=0\",thisVars:[],localVars:[]},funcName:\"zero\"});function u(t){if(t in a)return a[t];for(var e=[],r=0;r<t;++r)e.push(\"out\",r,\"s=0.5*(inp\",r,\"l-inp\",r,\"r);\");var o=[\"array\"],l=[\"junk\"];for(r=0;r<t;++r){o.push(\"array\"),l.push(\"out\"+r+\"s\");var c=n(t);c[r]=-1,o.push({array:0,offset:c.slice()}),c[r]=1,o.push({array:0,offset:c.slice()}),l.push(\"inp\"+r+\"l\",\"inp\"+r+\"r\")}return a[t]=i({args:o,pre:s,post:s,body:{body:e.join(\"\"),args:l.map((function(t){return{name:t,lvalue:0===t.indexOf(\"out\"),rvalue:0===t.indexOf(\"inp\"),count:\"junk\"!==t|0}})),thisVars:[],localVars:[]},funcName:\"fdTemplate\"+t})}},{\"cwise-compiler\":151,dup:176}],489:[function(t,e,r){\"use strict\";function n(t,e){var r=Math.floor(e),n=e-r,i=0<=r&&r<t.shape[0],a=0<=r+1&&r+1<t.shape[0];return(1-n)*(i?+t.get(r):0)+n*(a?+t.get(r+1):0)}function i(t,e,r){var n=Math.floor(e),i=e-n,a=0<=n&&n<t.shape[0],o=0<=n+1&&n+1<t.shape[0],s=Math.floor(r),l=r-s,c=0<=s&&s<t.shape[1],u=0<=s+1&&s+1<t.shape[1],f=a&&c?t.get(n,s):0,h=a&&u?t.get(n,s+1):0;return(1-l)*((1-i)*f+i*(o&&c?t.get(n+1,s):0))+l*((1-i)*h+i*(o&&u?t.get(n+1,s+1):0))}function a(t,e,r,n){var i=Math.floor(e),a=e-i,o=0<=i&&i<t.shape[0],s=0<=i+1&&i+1<t.shape[0],l=Math.floor(r),c=r-l,u=0<=l&&l<t.shape[1],f=0<=l+1&&l+1<t.shape[1],h=Math.floor(n),p=n-h,d=0<=h&&h<t.shape[2],g=0<=h+1&&h+1<t.shape[2],m=o&&u&&d?t.get(i,l,h):0,v=o&&f&&d?t.get(i,l+1,h):0,y=s&&u&&d?t.get(i+1,l,h):0,x=s&&f&&d?t.get(i+1,l+1,h):0,b=o&&u&&g?t.get(i,l,h+1):0,_=o&&f&&g?t.get(i,l+1,h+1):0;return(1-p)*((1-c)*((1-a)*m+a*y)+c*((1-a)*v+a*x))+p*((1-c)*((1-a)*b+a*(s&&u&&g?t.get(i+1,l,h+1):0))+c*((1-a)*_+a*(s&&f&&g?t.get(i+1,l+1,h+1):0)))}function o(t){var e,r,n=0|t.shape.length,i=new Array(n),a=new Array(n),o=new Array(n),s=new Array(n);for(e=0;e<n;++e)r=+arguments[e+1],i[e]=Math.floor(r),a[e]=r-i[e],o[e]=0<=i[e]&&i[e]<t.shape[e],s[e]=0<=i[e]+1&&i[e]+1<t.shape[e];var l,c,u,f=0;t:for(e=0;e<1<<n;++e){for(c=1,u=t.offset,l=0;l<n;++l)if(e&1<<l){if(!s[l])continue t;c*=a[l],u+=t.stride[l]*(i[l]+1)}else{if(!o[l])continue t;c*=1-a[l],u+=t.stride[l]*i[l]}f+=c*t.data[u]}return f}e.exports=function(t,e,r,s){switch(t.shape.length){case 0:return 0;case 1:return n(t,e);case 2:return i(t,e,r);case 3:return a(t,e,r,s);default:return o.apply(void 0,arguments)}},e.exports.d1=n,e.exports.d2=i,e.exports.d3=a},{}],490:[function(t,e,r){\"use strict\";var n=t(\"cwise-compiler\"),i={body:\"\",args:[],thisVars:[],localVars:[]};function a(t){if(!t)return i;for(var e=0;e<t.args.length;++e){var r=t.args[e];t.args[e]=0===e?{name:r,lvalue:!0,rvalue:!!t.rvalue,count:t.count||1}:{name:r,lvalue:!1,rvalue:!0,count:1}}return t.thisVars||(t.thisVars=[]),t.localVars||(t.localVars=[]),t}function o(t){for(var e=[],r=0;r<t.args.length;++r)e.push(\"a\"+r);return new Function(\"P\",[\"return function \",t.funcName,\"_ndarrayops(\",e.join(\",\"),\") {P(\",e.join(\",\"),\");return a0}\"].join(\"\"))(function(t){return n({args:t.args,pre:a(t.pre),body:a(t.body),post:a(t.proc),funcName:t.funcName})}(t))}var s={add:\"+\",sub:\"-\",mul:\"*\",div:\"/\",mod:\"%\",band:\"&\",bor:\"|\",bxor:\"^\",lshift:\"<<\",rshift:\">>\",rrshift:\">>>\"};!function(){for(var t in s){var e=s[t];r[t]=o({args:[\"array\",\"array\",\"array\"],body:{args:[\"a\",\"b\",\"c\"],body:\"a=b\"+e+\"c\"},funcName:t}),r[t+\"eq\"]=o({args:[\"array\",\"array\"],body:{args:[\"a\",\"b\"],body:\"a\"+e+\"=b\"},rvalue:!0,funcName:t+\"eq\"}),r[t+\"s\"]=o({args:[\"array\",\"array\",\"scalar\"],body:{args:[\"a\",\"b\",\"s\"],body:\"a=b\"+e+\"s\"},funcName:t+\"s\"}),r[t+\"seq\"]=o({args:[\"array\",\"scalar\"],body:{args:[\"a\",\"s\"],body:\"a\"+e+\"=s\"},rvalue:!0,funcName:t+\"seq\"})}}();var l={not:\"!\",bnot:\"~\",neg:\"-\",recip:\"1.0/\"};!function(){for(var t in l){var e=l[t];r[t]=o({args:[\"array\",\"array\"],body:{args:[\"a\",\"b\"],body:\"a=\"+e+\"b\"},funcName:t}),r[t+\"eq\"]=o({args:[\"array\"],body:{args:[\"a\"],body:\"a=\"+e+\"a\"},rvalue:!0,count:2,funcName:t+\"eq\"})}}();var c={and:\"&&\",or:\"||\",eq:\"===\",neq:\"!==\",lt:\"<\",gt:\">\",leq:\"<=\",geq:\">=\"};!function(){for(var t in c){var e=c[t];r[t]=o({args:[\"array\",\"array\",\"array\"],body:{args:[\"a\",\"b\",\"c\"],body:\"a=b\"+e+\"c\"},funcName:t}),r[t+\"s\"]=o({args:[\"array\",\"array\",\"scalar\"],body:{args:[\"a\",\"b\",\"s\"],body:\"a=b\"+e+\"s\"},funcName:t+\"s\"}),r[t+\"eq\"]=o({args:[\"array\",\"array\"],body:{args:[\"a\",\"b\"],body:\"a=a\"+e+\"b\"},rvalue:!0,count:2,funcName:t+\"eq\"}),r[t+\"seq\"]=o({args:[\"array\",\"scalar\"],body:{args:[\"a\",\"s\"],body:\"a=a\"+e+\"s\"},rvalue:!0,count:2,funcName:t+\"seq\"})}}();var u=[\"abs\",\"acos\",\"asin\",\"atan\",\"ceil\",\"cos\",\"exp\",\"floor\",\"log\",\"round\",\"sin\",\"sqrt\",\"tan\"];!function(){for(var t=0;t<u.length;++t){var e=u[t];r[e]=o({args:[\"array\",\"array\"],pre:{args:[],body:\"this_f=Math.\"+e,thisVars:[\"this_f\"]},body:{args:[\"a\",\"b\"],body:\"a=this_f(b)\",thisVars:[\"this_f\"]},funcName:e}),r[e+\"eq\"]=o({args:[\"array\"],pre:{args:[],body:\"this_f=Math.\"+e,thisVars:[\"this_f\"]},body:{args:[\"a\"],body:\"a=this_f(a)\",thisVars:[\"this_f\"]},rvalue:!0,count:2,funcName:e+\"eq\"})}}();var f=[\"max\",\"min\",\"atan2\",\"pow\"];!function(){for(var t=0;t<f.length;++t){var e=f[t];r[e]=o({args:[\"array\",\"array\",\"array\"],pre:{args:[],body:\"this_f=Math.\"+e,thisVars:[\"this_f\"]},body:{args:[\"a\",\"b\",\"c\"],body:\"a=this_f(b,c)\",thisVars:[\"this_f\"]},funcName:e}),r[e+\"s\"]=o({args:[\"array\",\"array\",\"scalar\"],pre:{args:[],body:\"this_f=Math.\"+e,thisVars:[\"this_f\"]},body:{args:[\"a\",\"b\",\"c\"],body:\"a=this_f(b,c)\",thisVars:[\"this_f\"]},funcName:e+\"s\"}),r[e+\"eq\"]=o({args:[\"array\",\"array\"],pre:{args:[],body:\"this_f=Math.\"+e,thisVars:[\"this_f\"]},body:{args:[\"a\",\"b\"],body:\"a=this_f(a,b)\",thisVars:[\"this_f\"]},rvalue:!0,count:2,funcName:e+\"eq\"}),r[e+\"seq\"]=o({args:[\"array\",\"scalar\"],pre:{args:[],body:\"this_f=Math.\"+e,thisVars:[\"this_f\"]},body:{args:[\"a\",\"b\"],body:\"a=this_f(a,b)\",thisVars:[\"this_f\"]},rvalue:!0,count:2,funcName:e+\"seq\"})}}();var h=[\"atan2\",\"pow\"];!function(){for(var t=0;t<h.length;++t){var e=h[t];r[e+\"op\"]=o({args:[\"array\",\"array\",\"array\"],pre:{args:[],body:\"this_f=Math.\"+e,thisVars:[\"this_f\"]},body:{args:[\"a\",\"b\",\"c\"],body:\"a=this_f(c,b)\",thisVars:[\"this_f\"]},funcName:e+\"op\"}),r[e+\"ops\"]=o({args:[\"array\",\"array\",\"scalar\"],pre:{args:[],body:\"this_f=Math.\"+e,thisVars:[\"this_f\"]},body:{args:[\"a\",\"b\",\"c\"],body:\"a=this_f(c,b)\",thisVars:[\"this_f\"]},funcName:e+\"ops\"}),r[e+\"opeq\"]=o({args:[\"array\",\"array\"],pre:{args:[],body:\"this_f=Math.\"+e,thisVars:[\"this_f\"]},body:{args:[\"a\",\"b\"],body:\"a=this_f(b,a)\",thisVars:[\"this_f\"]},rvalue:!0,count:2,funcName:e+\"opeq\"}),r[e+\"opseq\"]=o({args:[\"array\",\"scalar\"],pre:{args:[],body:\"this_f=Math.\"+e,thisVars:[\"this_f\"]},body:{args:[\"a\",\"b\"],body:\"a=this_f(b,a)\",thisVars:[\"this_f\"]},rvalue:!0,count:2,funcName:e+\"opseq\"})}}(),r.any=n({args:[\"array\"],pre:i,body:{args:[{name:\"a\",lvalue:!1,rvalue:!0,count:1}],body:\"if(a){return true}\",localVars:[],thisVars:[]},post:{args:[],localVars:[],thisVars:[],body:\"return false\"},funcName:\"any\"}),r.all=n({args:[\"array\"],pre:i,body:{args:[{name:\"x\",lvalue:!1,rvalue:!0,count:1}],body:\"if(!x){return false}\",localVars:[],thisVars:[]},post:{args:[],localVars:[],thisVars:[],body:\"return true\"},funcName:\"all\"}),r.sum=n({args:[\"array\"],pre:{args:[],localVars:[],thisVars:[\"this_s\"],body:\"this_s=0\"},body:{args:[{name:\"a\",lvalue:!1,rvalue:!0,count:1}],body:\"this_s+=a\",localVars:[],thisVars:[\"this_s\"]},post:{args:[],localVars:[],thisVars:[\"this_s\"],body:\"return this_s\"},funcName:\"sum\"}),r.prod=n({args:[\"array\"],pre:{args:[],localVars:[],thisVars:[\"this_s\"],body:\"this_s=1\"},body:{args:[{name:\"a\",lvalue:!1,rvalue:!0,count:1}],body:\"this_s*=a\",localVars:[],thisVars:[\"this_s\"]},post:{args:[],localVars:[],thisVars:[\"this_s\"],body:\"return this_s\"},funcName:\"prod\"}),r.norm2squared=n({args:[\"array\"],pre:{args:[],localVars:[],thisVars:[\"this_s\"],body:\"this_s=0\"},body:{args:[{name:\"a\",lvalue:!1,rvalue:!0,count:2}],body:\"this_s+=a*a\",localVars:[],thisVars:[\"this_s\"]},post:{args:[],localVars:[],thisVars:[\"this_s\"],body:\"return this_s\"},funcName:\"norm2squared\"}),r.norm2=n({args:[\"array\"],pre:{args:[],localVars:[],thisVars:[\"this_s\"],body:\"this_s=0\"},body:{args:[{name:\"a\",lvalue:!1,rvalue:!0,count:2}],body:\"this_s+=a*a\",localVars:[],thisVars:[\"this_s\"]},post:{args:[],localVars:[],thisVars:[\"this_s\"],body:\"return Math.sqrt(this_s)\"},funcName:\"norm2\"}),r.norminf=n({args:[\"array\"],pre:{args:[],localVars:[],thisVars:[\"this_s\"],body:\"this_s=0\"},body:{args:[{name:\"a\",lvalue:!1,rvalue:!0,count:4}],body:\"if(-a>this_s){this_s=-a}else if(a>this_s){this_s=a}\",localVars:[],thisVars:[\"this_s\"]},post:{args:[],localVars:[],thisVars:[\"this_s\"],body:\"return this_s\"},funcName:\"norminf\"}),r.norm1=n({args:[\"array\"],pre:{args:[],localVars:[],thisVars:[\"this_s\"],body:\"this_s=0\"},body:{args:[{name:\"a\",lvalue:!1,rvalue:!0,count:3}],body:\"this_s+=a<0?-a:a\",localVars:[],thisVars:[\"this_s\"]},post:{args:[],localVars:[],thisVars:[\"this_s\"],body:\"return this_s\"},funcName:\"norm1\"}),r.sup=n({args:[\"array\"],pre:{body:\"this_h=-Infinity\",args:[],thisVars:[\"this_h\"],localVars:[]},body:{body:\"if(_inline_1_arg0_>this_h)this_h=_inline_1_arg0_\",args:[{name:\"_inline_1_arg0_\",lvalue:!1,rvalue:!0,count:2}],thisVars:[\"this_h\"],localVars:[]},post:{body:\"return this_h\",args:[],thisVars:[\"this_h\"],localVars:[]}}),r.inf=n({args:[\"array\"],pre:{body:\"this_h=Infinity\",args:[],thisVars:[\"this_h\"],localVars:[]},body:{body:\"if(_inline_1_arg0_<this_h)this_h=_inline_1_arg0_\",args:[{name:\"_inline_1_arg0_\",lvalue:!1,rvalue:!0,count:2}],thisVars:[\"this_h\"],localVars:[]},post:{body:\"return this_h\",args:[],thisVars:[\"this_h\"],localVars:[]}}),r.argmin=n({args:[\"index\",\"array\",\"shape\"],pre:{body:\"{this_v=Infinity;this_i=_inline_0_arg2_.slice(0)}\",args:[{name:\"_inline_0_arg0_\",lvalue:!1,rvalue:!1,count:0},{name:\"_inline_0_arg1_\",lvalue:!1,rvalue:!1,count:0},{name:\"_inline_0_arg2_\",lvalue:!1,rvalue:!0,count:1}],thisVars:[\"this_i\",\"this_v\"],localVars:[]},body:{body:\"{if(_inline_1_arg1_<this_v){this_v=_inline_1_arg1_;for(var _inline_1_k=0;_inline_1_k<_inline_1_arg0_.length;++_inline_1_k){this_i[_inline_1_k]=_inline_1_arg0_[_inline_1_k]}}}\",args:[{name:\"_inline_1_arg0_\",lvalue:!1,rvalue:!0,count:2},{name:\"_inline_1_arg1_\",lvalue:!1,rvalue:!0,count:2}],thisVars:[\"this_i\",\"this_v\"],localVars:[\"_inline_1_k\"]},post:{body:\"{return this_i}\",args:[],thisVars:[\"this_i\"],localVars:[]}}),r.argmax=n({args:[\"index\",\"array\",\"shape\"],pre:{body:\"{this_v=-Infinity;this_i=_inline_0_arg2_.slice(0)}\",args:[{name:\"_inline_0_arg0_\",lvalue:!1,rvalue:!1,count:0},{name:\"_inline_0_arg1_\",lvalue:!1,rvalue:!1,count:0},{name:\"_inline_0_arg2_\",lvalue:!1,rvalue:!0,count:1}],thisVars:[\"this_i\",\"this_v\"],localVars:[]},body:{body:\"{if(_inline_1_arg1_>this_v){this_v=_inline_1_arg1_;for(var _inline_1_k=0;_inline_1_k<_inline_1_arg0_.length;++_inline_1_k){this_i[_inline_1_k]=_inline_1_arg0_[_inline_1_k]}}}\",args:[{name:\"_inline_1_arg0_\",lvalue:!1,rvalue:!0,count:2},{name:\"_inline_1_arg1_\",lvalue:!1,rvalue:!0,count:2}],thisVars:[\"this_i\",\"this_v\"],localVars:[\"_inline_1_k\"]},post:{body:\"{return this_i}\",args:[],thisVars:[\"this_i\"],localVars:[]}}),r.random=o({args:[\"array\"],pre:{args:[],body:\"this_f=Math.random\",thisVars:[\"this_f\"]},body:{args:[\"a\"],body:\"a=this_f()\",thisVars:[\"this_f\"]},funcName:\"random\"}),r.assign=o({args:[\"array\",\"array\"],body:{args:[\"a\",\"b\"],body:\"a=b\"},funcName:\"assign\"}),r.assigns=o({args:[\"array\",\"scalar\"],body:{args:[\"a\",\"b\"],body:\"a=b\"},funcName:\"assigns\"}),r.equals=n({args:[\"array\",\"array\"],pre:i,body:{args:[{name:\"x\",lvalue:!1,rvalue:!0,count:1},{name:\"y\",lvalue:!1,rvalue:!0,count:1}],body:\"if(x!==y){return false}\",localVars:[],thisVars:[]},post:{args:[],localVars:[],thisVars:[],body:\"return true\"},funcName:\"equals\"})},{\"cwise-compiler\":151}],491:[function(t,e,r){\"use strict\";var n=t(\"ndarray\"),i=t(\"./doConvert.js\");e.exports=function(t,e){for(var r=[],a=t,o=1;Array.isArray(a);)r.push(a.length),o*=a.length,a=a[0];return 0===r.length?n():(e||(e=n(new Float64Array(o),r)),i(e,t),e)}},{\"./doConvert.js\":492,ndarray:495}],492:[function(t,e,r){e.exports=t(\"cwise-compiler\")({args:[\"array\",\"scalar\",\"index\"],pre:{body:\"{}\",args:[],thisVars:[],localVars:[]},body:{body:\"{\\nvar _inline_1_v=_inline_1_arg1_,_inline_1_i\\nfor(_inline_1_i=0;_inline_1_i<_inline_1_arg2_.length-1;++_inline_1_i) {\\n_inline_1_v=_inline_1_v[_inline_1_arg2_[_inline_1_i]]\\n}\\n_inline_1_arg0_=_inline_1_v[_inline_1_arg2_[_inline_1_arg2_.length-1]]\\n}\",args:[{name:\"_inline_1_arg0_\",lvalue:!0,rvalue:!1,count:1},{name:\"_inline_1_arg1_\",lvalue:!1,rvalue:!0,count:1},{name:\"_inline_1_arg2_\",lvalue:!1,rvalue:!0,count:4}],thisVars:[],localVars:[\"_inline_1_i\",\"_inline_1_v\"]},post:{body:\"{}\",args:[],thisVars:[],localVars:[]},funcName:\"convert\",blockSize:64})},{\"cwise-compiler\":151}],493:[function(t,e,r){\"use strict\";var n=t(\"typedarray-pool\"),i=32;function a(t){switch(t){case\"uint8\":return[n.mallocUint8,n.freeUint8];case\"uint16\":return[n.mallocUint16,n.freeUint16];case\"uint32\":return[n.mallocUint32,n.freeUint32];case\"int8\":return[n.mallocInt8,n.freeInt8];case\"int16\":return[n.mallocInt16,n.freeInt16];case\"int32\":return[n.mallocInt32,n.freeInt32];case\"float32\":return[n.mallocFloat,n.freeFloat];case\"float64\":return[n.mallocDouble,n.freeDouble];default:return null}}function o(t){for(var e=[],r=0;r<t;++r)e.push(\"s\"+r);for(r=0;r<t;++r)e.push(\"n\"+r);for(r=1;r<t;++r)e.push(\"d\"+r);for(r=1;r<t;++r)e.push(\"e\"+r);for(r=1;r<t;++r)e.push(\"f\"+r);return e}e.exports=function(t,e){var r=[\"'use strict'\"],n=[\"ndarraySortWrapper\",t.join(\"d\"),e].join(\"\");r.push([\"function \",n,\"(\",[\"array\"].join(\",\"),\"){\"].join(\"\"));for(var s=[\"data=array.data,offset=array.offset|0,shape=array.shape,stride=array.stride\"],l=0;l<t.length;++l)s.push([\"s\",l,\"=stride[\",l,\"]|0,n\",l,\"=shape[\",l,\"]|0\"].join(\"\"));var c=new Array(t.length),u=[];for(l=0;l<t.length;++l){0!==(p=t[l])&&(0===u.length?c[p]=\"1\":c[p]=u.join(\"*\"),u.push(\"n\"+p))}var f=-1,h=-1;for(l=0;l<t.length;++l){var p,d=t[l];0!==d&&(f>0?s.push([\"d\",d,\"=s\",d,\"-d\",f,\"*n\",f].join(\"\")):s.push([\"d\",d,\"=s\",d].join(\"\")),f=d),0!==(p=t.length-1-l)&&(h>0?s.push([\"e\",p,\"=s\",p,\"-e\",h,\"*n\",h,\",f\",p,\"=\",c[p],\"-f\",h,\"*n\",h].join(\"\")):s.push([\"e\",p,\"=s\",p,\",f\",p,\"=\",c[p]].join(\"\")),h=p)}r.push(\"var \"+s.join(\",\"));var g=[\"0\",\"n0-1\",\"data\",\"offset\"].concat(o(t.length));r.push([\"if(n0<=\",i,\"){\",\"insertionSort(\",g.join(\",\"),\")}else{\",\"quickSort(\",g.join(\",\"),\")}\"].join(\"\")),r.push(\"}return \"+n);var m=new Function(\"insertionSort\",\"quickSort\",r.join(\"\\n\")),v=function(t,e){var r=[\"'use strict'\"],n=[\"ndarrayInsertionSort\",t.join(\"d\"),e].join(\"\"),i=[\"left\",\"right\",\"data\",\"offset\"].concat(o(t.length)),s=a(e),l=[\"i,j,cptr,ptr=left*s0+offset\"];if(t.length>1){for(var c=[],u=1;u<t.length;++u)l.push(\"i\"+u),c.push(\"n\"+u);s?l.push(\"scratch=malloc(\"+c.join(\"*\")+\")\"):l.push(\"scratch=new Array(\"+c.join(\"*\")+\")\"),l.push(\"dptr\",\"sptr\",\"a\",\"b\")}else l.push(\"scratch\");function f(t){return\"generic\"===e?[\"data.get(\",t,\")\"].join(\"\"):[\"data[\",t,\"]\"].join(\"\")}function h(t,r){return\"generic\"===e?[\"data.set(\",t,\",\",r,\")\"].join(\"\"):[\"data[\",t,\"]=\",r].join(\"\")}if(r.push([\"function \",n,\"(\",i.join(\",\"),\"){var \",l.join(\",\")].join(\"\"),\"for(i=left+1;i<=right;++i){\",\"j=i;ptr+=s0\",\"cptr=ptr\"),t.length>1){r.push(\"dptr=0;sptr=ptr\");for(u=t.length-1;u>=0;--u){0!==(p=t[u])&&r.push([\"for(i\",p,\"=0;i\",p,\"<n\",p,\";++i\",p,\"){\"].join(\"\"))}r.push(\"scratch[dptr++]=\",f(\"sptr\"));for(u=0;u<t.length;++u){0!==(p=t[u])&&r.push(\"sptr+=d\"+p,\"}\")}r.push(\"__g:while(j--\\x3eleft){\",\"dptr=0\",\"sptr=cptr-s0\");for(u=1;u<t.length;++u)1===u&&r.push(\"__l:\"),r.push([\"for(i\",u,\"=0;i\",u,\"<n\",u,\";++i\",u,\"){\"].join(\"\"));r.push([\"a=\",f(\"sptr\"),\"\\nb=scratch[dptr]\\nif(a<b){break __g}\\nif(a>b){break __l}\"].join(\"\"));for(u=t.length-1;u>=1;--u)r.push(\"sptr+=e\"+u,\"dptr+=f\"+u,\"}\");r.push(\"dptr=cptr;sptr=cptr-s0\");for(u=t.length-1;u>=0;--u){0!==(p=t[u])&&r.push([\"for(i\",p,\"=0;i\",p,\"<n\",p,\";++i\",p,\"){\"].join(\"\"))}r.push(h(\"dptr\",f(\"sptr\")));for(u=0;u<t.length;++u){0!==(p=t[u])&&r.push([\"dptr+=d\",p,\";sptr+=d\",p].join(\"\"),\"}\")}r.push(\"cptr-=s0\\n}\"),r.push(\"dptr=cptr;sptr=0\");for(u=t.length-1;u>=0;--u){0!==(p=t[u])&&r.push([\"for(i\",p,\"=0;i\",p,\"<n\",p,\";++i\",p,\"){\"].join(\"\"))}r.push(h(\"dptr\",\"scratch[sptr++]\"));for(u=0;u<t.length;++u){var p;0!==(p=t[u])&&r.push(\"dptr+=d\"+p,\"}\")}}else r.push(\"scratch=\"+f(\"ptr\"),\"while((j--\\x3eleft)&&(\"+f(\"cptr-s0\")+\">scratch)){\",h(\"cptr\",f(\"cptr-s0\")),\"cptr-=s0\",\"}\",h(\"cptr\",\"scratch\"));return r.push(\"}\"),t.length>1&&s&&r.push(\"free(scratch)\"),r.push(\"} return \"+n),s?new Function(\"malloc\",\"free\",r.join(\"\\n\"))(s[0],s[1]):new Function(r.join(\"\\n\"))()}(t,e),y=function(t,e,r){var n=[\"'use strict'\"],s=[\"ndarrayQuickSort\",t.join(\"d\"),e].join(\"\"),l=[\"left\",\"right\",\"data\",\"offset\"].concat(o(t.length)),c=a(e),u=0;n.push([\"function \",s,\"(\",l.join(\",\"),\"){\"].join(\"\"));var f=[\"sixth=((right-left+1)/6)|0\",\"index1=left+sixth\",\"index5=right-sixth\",\"index3=(left+right)>>1\",\"index2=index3-sixth\",\"index4=index3+sixth\",\"el1=index1\",\"el2=index2\",\"el3=index3\",\"el4=index4\",\"el5=index5\",\"less=left+1\",\"great=right-1\",\"pivots_are_equal=true\",\"tmp\",\"tmp0\",\"x\",\"y\",\"z\",\"k\",\"ptr0\",\"ptr1\",\"ptr2\",\"comp_pivot1=0\",\"comp_pivot2=0\",\"comp=0\"];if(t.length>1){for(var h=[],p=1;p<t.length;++p)h.push(\"n\"+p),f.push(\"i\"+p);for(p=0;p<8;++p)f.push(\"b_ptr\"+p);f.push(\"ptr3\",\"ptr4\",\"ptr5\",\"ptr6\",\"ptr7\",\"pivot_ptr\",\"ptr_shift\",\"elementSize=\"+h.join(\"*\")),c?f.push(\"pivot1=malloc(elementSize)\",\"pivot2=malloc(elementSize)\"):f.push(\"pivot1=new Array(elementSize),pivot2=new Array(elementSize)\")}else f.push(\"pivot1\",\"pivot2\");function d(t){return[\"(offset+\",t,\"*s0)\"].join(\"\")}function g(t){return\"generic\"===e?[\"data.get(\",t,\")\"].join(\"\"):[\"data[\",t,\"]\"].join(\"\")}function m(t,r){return\"generic\"===e?[\"data.set(\",t,\",\",r,\")\"].join(\"\"):[\"data[\",t,\"]=\",r].join(\"\")}function v(e,r,i){if(1===e.length)n.push(\"ptr0=\"+d(e[0]));else for(var a=0;a<e.length;++a)n.push([\"b_ptr\",a,\"=s0*\",e[a]].join(\"\"));r&&n.push(\"pivot_ptr=0\"),n.push(\"ptr_shift=offset\");for(a=t.length-1;a>=0;--a){0!==(o=t[a])&&n.push([\"for(i\",o,\"=0;i\",o,\"<n\",o,\";++i\",o,\"){\"].join(\"\"))}if(e.length>1)for(a=0;a<e.length;++a)n.push([\"ptr\",a,\"=b_ptr\",a,\"+ptr_shift\"].join(\"\"));n.push(i),r&&n.push(\"++pivot_ptr\");for(a=0;a<t.length;++a){var o;0!==(o=t[a])&&(e.length>1?n.push(\"ptr_shift+=d\"+o):n.push(\"ptr0+=d\"+o),n.push(\"}\"))}}function y(e,r,i,a){if(1===r.length)n.push(\"ptr0=\"+d(r[0]));else{for(var o=0;o<r.length;++o)n.push([\"b_ptr\",o,\"=s0*\",r[o]].join(\"\"));n.push(\"ptr_shift=offset\")}i&&n.push(\"pivot_ptr=0\"),e&&n.push(e+\":\");for(o=1;o<t.length;++o)n.push([\"for(i\",o,\"=0;i\",o,\"<n\",o,\";++i\",o,\"){\"].join(\"\"));if(r.length>1)for(o=0;o<r.length;++o)n.push([\"ptr\",o,\"=b_ptr\",o,\"+ptr_shift\"].join(\"\"));n.push(a);for(o=t.length-1;o>=1;--o)i&&n.push(\"pivot_ptr+=f\"+o),r.length>1?n.push(\"ptr_shift+=e\"+o):n.push(\"ptr0+=e\"+o),n.push(\"}\")}function x(){t.length>1&&c&&n.push(\"free(pivot1)\",\"free(pivot2)\")}function b(e,r){var i=\"el\"+e,a=\"el\"+r;if(t.length>1){var o=\"__l\"+ ++u;y(o,[i,a],!1,[\"comp=\",g(\"ptr0\"),\"-\",g(\"ptr1\"),\"\\n\",\"if(comp>0){tmp0=\",i,\";\",i,\"=\",a,\";\",a,\"=tmp0;break \",o,\"}\\n\",\"if(comp<0){break \",o,\"}\"].join(\"\"))}else n.push([\"if(\",g(d(i)),\">\",g(d(a)),\"){tmp0=\",i,\";\",i,\"=\",a,\";\",a,\"=tmp0}\"].join(\"\"))}function _(e,r){t.length>1?v([e,r],!1,m(\"ptr0\",g(\"ptr1\"))):n.push(m(d(e),g(d(r))))}function w(e,r,i){if(t.length>1){var a=\"__l\"+ ++u;y(a,[r],!0,[e,\"=\",g(\"ptr0\"),\"-pivot\",i,\"[pivot_ptr]\\n\",\"if(\",e,\"!==0){break \",a,\"}\"].join(\"\"))}else n.push([e,\"=\",g(d(r)),\"-pivot\",i].join(\"\"))}function T(e,r){t.length>1?v([e,r],!1,[\"tmp=\",g(\"ptr0\"),\"\\n\",m(\"ptr0\",g(\"ptr1\")),\"\\n\",m(\"ptr1\",\"tmp\")].join(\"\")):n.push([\"ptr0=\",d(e),\"\\n\",\"ptr1=\",d(r),\"\\n\",\"tmp=\",g(\"ptr0\"),\"\\n\",m(\"ptr0\",g(\"ptr1\")),\"\\n\",m(\"ptr1\",\"tmp\")].join(\"\"))}function k(e,r,i){t.length>1?(v([e,r,i],!1,[\"tmp=\",g(\"ptr0\"),\"\\n\",m(\"ptr0\",g(\"ptr1\")),\"\\n\",m(\"ptr1\",g(\"ptr2\")),\"\\n\",m(\"ptr2\",\"tmp\")].join(\"\")),n.push(\"++\"+r,\"--\"+i)):n.push([\"ptr0=\",d(e),\"\\n\",\"ptr1=\",d(r),\"\\n\",\"ptr2=\",d(i),\"\\n\",\"++\",r,\"\\n\",\"--\",i,\"\\n\",\"tmp=\",g(\"ptr0\"),\"\\n\",m(\"ptr0\",g(\"ptr1\")),\"\\n\",m(\"ptr1\",g(\"ptr2\")),\"\\n\",m(\"ptr2\",\"tmp\")].join(\"\"))}function M(t,e){T(t,e),n.push(\"--\"+e)}function A(e,r,i){t.length>1?v([e,r],!0,[m(\"ptr0\",g(\"ptr1\")),\"\\n\",m(\"ptr1\",[\"pivot\",i,\"[pivot_ptr]\"].join(\"\"))].join(\"\")):n.push(m(d(e),g(d(r))),m(d(r),\"pivot\"+i))}function S(e,r){n.push([\"if((\",r,\"-\",e,\")<=\",i,\"){\\n\",\"insertionSort(\",e,\",\",r,\",data,offset,\",o(t.length).join(\",\"),\")\\n\",\"}else{\\n\",s,\"(\",e,\",\",r,\",data,offset,\",o(t.length).join(\",\"),\")\\n\",\"}\"].join(\"\"))}function E(e,r,i){t.length>1?(n.push([\"__l\",++u,\":while(true){\"].join(\"\")),v([e],!0,[\"if(\",g(\"ptr0\"),\"!==pivot\",r,\"[pivot_ptr]){break __l\",u,\"}\"].join(\"\")),n.push(i,\"}\")):n.push([\"while(\",g(d(e)),\"===pivot\",r,\"){\",i,\"}\"].join(\"\"))}return n.push(\"var \"+f.join(\",\")),b(1,2),b(4,5),b(1,3),b(2,3),b(1,4),b(3,4),b(2,5),b(2,3),b(4,5),t.length>1?v([\"el1\",\"el2\",\"el3\",\"el4\",\"el5\",\"index1\",\"index3\",\"index5\"],!0,[\"pivot1[pivot_ptr]=\",g(\"ptr1\"),\"\\n\",\"pivot2[pivot_ptr]=\",g(\"ptr3\"),\"\\n\",\"pivots_are_equal=pivots_are_equal&&(pivot1[pivot_ptr]===pivot2[pivot_ptr])\\n\",\"x=\",g(\"ptr0\"),\"\\n\",\"y=\",g(\"ptr2\"),\"\\n\",\"z=\",g(\"ptr4\"),\"\\n\",m(\"ptr5\",\"x\"),\"\\n\",m(\"ptr6\",\"y\"),\"\\n\",m(\"ptr7\",\"z\")].join(\"\")):n.push([\"pivot1=\",g(d(\"el2\")),\"\\n\",\"pivot2=\",g(d(\"el4\")),\"\\n\",\"pivots_are_equal=pivot1===pivot2\\n\",\"x=\",g(d(\"el1\")),\"\\n\",\"y=\",g(d(\"el3\")),\"\\n\",\"z=\",g(d(\"el5\")),\"\\n\",m(d(\"index1\"),\"x\"),\"\\n\",m(d(\"index3\"),\"y\"),\"\\n\",m(d(\"index5\"),\"z\")].join(\"\")),_(\"index2\",\"left\"),_(\"index4\",\"right\"),n.push(\"if(pivots_are_equal){\"),n.push(\"for(k=less;k<=great;++k){\"),w(\"comp\",\"k\",1),n.push(\"if(comp===0){continue}\"),n.push(\"if(comp<0){\"),n.push(\"if(k!==less){\"),T(\"k\",\"less\"),n.push(\"}\"),n.push(\"++less\"),n.push(\"}else{\"),n.push(\"while(true){\"),w(\"comp\",\"great\",1),n.push(\"if(comp>0){\"),n.push(\"great--\"),n.push(\"}else if(comp<0){\"),k(\"k\",\"less\",\"great\"),n.push(\"break\"),n.push(\"}else{\"),M(\"k\",\"great\"),n.push(\"break\"),n.push(\"}\"),n.push(\"}\"),n.push(\"}\"),n.push(\"}\"),n.push(\"}else{\"),n.push(\"for(k=less;k<=great;++k){\"),w(\"comp_pivot1\",\"k\",1),n.push(\"if(comp_pivot1<0){\"),n.push(\"if(k!==less){\"),T(\"k\",\"less\"),n.push(\"}\"),n.push(\"++less\"),n.push(\"}else{\"),w(\"comp_pivot2\",\"k\",2),n.push(\"if(comp_pivot2>0){\"),n.push(\"while(true){\"),w(\"comp\",\"great\",2),n.push(\"if(comp>0){\"),n.push(\"if(--great<k){break}\"),n.push(\"continue\"),n.push(\"}else{\"),w(\"comp\",\"great\",1),n.push(\"if(comp<0){\"),k(\"k\",\"less\",\"great\"),n.push(\"}else{\"),M(\"k\",\"great\"),n.push(\"}\"),n.push(\"break\"),n.push(\"}\"),n.push(\"}\"),n.push(\"}\"),n.push(\"}\"),n.push(\"}\"),n.push(\"}\"),A(\"left\",\"(less-1)\",1),A(\"right\",\"(great+1)\",2),S(\"left\",\"(less-2)\"),S(\"(great+2)\",\"right\"),n.push(\"if(pivots_are_equal){\"),x(),n.push(\"return\"),n.push(\"}\"),n.push(\"if(less<index1&&great>index5){\"),E(\"less\",1,\"++less\"),E(\"great\",2,\"--great\"),n.push(\"for(k=less;k<=great;++k){\"),w(\"comp_pivot1\",\"k\",1),n.push(\"if(comp_pivot1===0){\"),n.push(\"if(k!==less){\"),T(\"k\",\"less\"),n.push(\"}\"),n.push(\"++less\"),n.push(\"}else{\"),w(\"comp_pivot2\",\"k\",2),n.push(\"if(comp_pivot2===0){\"),n.push(\"while(true){\"),w(\"comp\",\"great\",2),n.push(\"if(comp===0){\"),n.push(\"if(--great<k){break}\"),n.push(\"continue\"),n.push(\"}else{\"),w(\"comp\",\"great\",1),n.push(\"if(comp<0){\"),k(\"k\",\"less\",\"great\"),n.push(\"}else{\"),M(\"k\",\"great\"),n.push(\"}\"),n.push(\"break\"),n.push(\"}\"),n.push(\"}\"),n.push(\"}\"),n.push(\"}\"),n.push(\"}\"),n.push(\"}\"),x(),S(\"less\",\"great\"),n.push(\"}return \"+s),t.length>1&&c?new Function(\"insertionSort\",\"malloc\",\"free\",n.join(\"\\n\"))(r,c[0],c[1]):new Function(\"insertionSort\",n.join(\"\\n\"))(r)}(t,e,v);return m(v,y)}},{\"typedarray-pool\":595}],494:[function(t,e,r){\"use strict\";var n=t(\"./lib/compile_sort.js\"),i={};e.exports=function(t){var e=t.order,r=t.dtype,a=[e,r].join(\":\"),o=i[a];return o||(i[a]=o=n(e,r)),o(t),t}},{\"./lib/compile_sort.js\":493}],495:[function(t,e,r){var n=t(\"iota-array\"),i=t(\"is-buffer\"),a=\"undefined\"!=typeof Float64Array;function o(t,e){return t[0]-e[0]}function s(){var t,e=this.stride,r=new Array(e.length);for(t=0;t<r.length;++t)r[t]=[Math.abs(e[t]),t];r.sort(o);var n=new Array(r.length);for(t=0;t<n.length;++t)n[t]=r[t][1];return n}function l(t,e){var r=[\"View\",e,\"d\",t].join(\"\");e<0&&(r=\"View_Nil\"+t);var i=\"generic\"===t;if(-1===e){var a=\"function \"+r+\"(a){this.data=a;};var proto=\"+r+\".prototype;proto.dtype='\"+t+\"';proto.index=function(){return -1};proto.size=0;proto.dimension=-1;proto.shape=proto.stride=proto.order=[];proto.lo=proto.hi=proto.transpose=proto.step=function(){return new \"+r+\"(this.data);};proto.get=proto.set=function(){};proto.pick=function(){return null};return function construct_\"+r+\"(a){return new \"+r+\"(a);}\";return new Function(a)()}if(0===e){a=\"function \"+r+\"(a,d) {this.data = a;this.offset = d};var proto=\"+r+\".prototype;proto.dtype='\"+t+\"';proto.index=function(){return this.offset};proto.dimension=0;proto.size=1;proto.shape=proto.stride=proto.order=[];proto.lo=proto.hi=proto.transpose=proto.step=function \"+r+\"_copy() {return new \"+r+\"(this.data,this.offset)};proto.pick=function \"+r+\"_pick(){return TrivialArray(this.data);};proto.valueOf=proto.get=function \"+r+\"_get(){return \"+(i?\"this.data.get(this.offset)\":\"this.data[this.offset]\")+\"};proto.set=function \"+r+\"_set(v){return \"+(i?\"this.data.set(this.offset,v)\":\"this.data[this.offset]=v\")+\"};return function construct_\"+r+\"(a,b,c,d){return new \"+r+\"(a,d)}\";return new Function(\"TrivialArray\",a)(c[t][0])}a=[\"'use strict'\"];var o=n(e),l=o.map((function(t){return\"i\"+t})),u=\"this.offset+\"+o.map((function(t){return\"this.stride[\"+t+\"]*i\"+t})).join(\"+\"),f=o.map((function(t){return\"b\"+t})).join(\",\"),h=o.map((function(t){return\"c\"+t})).join(\",\");a.push(\"function \"+r+\"(a,\"+f+\",\"+h+\",d){this.data=a\",\"this.shape=[\"+f+\"]\",\"this.stride=[\"+h+\"]\",\"this.offset=d|0}\",\"var proto=\"+r+\".prototype\",\"proto.dtype='\"+t+\"'\",\"proto.dimension=\"+e),a.push(\"Object.defineProperty(proto,'size',{get:function \"+r+\"_size(){return \"+o.map((function(t){return\"this.shape[\"+t+\"]\"})).join(\"*\"),\"}})\"),1===e?a.push(\"proto.order=[0]\"):(a.push(\"Object.defineProperty(proto,'order',{get:\"),e<4?(a.push(\"function \"+r+\"_order(){\"),2===e?a.push(\"return (Math.abs(this.stride[0])>Math.abs(this.stride[1]))?[1,0]:[0,1]}})\"):3===e&&a.push(\"var s0=Math.abs(this.stride[0]),s1=Math.abs(this.stride[1]),s2=Math.abs(this.stride[2]);if(s0>s1){if(s1>s2){return [2,1,0];}else if(s0>s2){return [1,2,0];}else{return [1,0,2];}}else if(s0>s2){return [2,0,1];}else if(s2>s1){return [0,1,2];}else{return [0,2,1];}}})\")):a.push(\"ORDER})\")),a.push(\"proto.set=function \"+r+\"_set(\"+l.join(\",\")+\",v){\"),i?a.push(\"return this.data.set(\"+u+\",v)}\"):a.push(\"return this.data[\"+u+\"]=v}\"),a.push(\"proto.get=function \"+r+\"_get(\"+l.join(\",\")+\"){\"),i?a.push(\"return this.data.get(\"+u+\")}\"):a.push(\"return this.data[\"+u+\"]}\"),a.push(\"proto.index=function \"+r+\"_index(\",l.join(),\"){return \"+u+\"}\"),a.push(\"proto.hi=function \"+r+\"_hi(\"+l.join(\",\")+\"){return new \"+r+\"(this.data,\"+o.map((function(t){return[\"(typeof i\",t,\"!=='number'||i\",t,\"<0)?this.shape[\",t,\"]:i\",t,\"|0\"].join(\"\")})).join(\",\")+\",\"+o.map((function(t){return\"this.stride[\"+t+\"]\"})).join(\",\")+\",this.offset)}\");var p=o.map((function(t){return\"a\"+t+\"=this.shape[\"+t+\"]\"})),d=o.map((function(t){return\"c\"+t+\"=this.stride[\"+t+\"]\"}));a.push(\"proto.lo=function \"+r+\"_lo(\"+l.join(\",\")+\"){var b=this.offset,d=0,\"+p.join(\",\")+\",\"+d.join(\",\"));for(var g=0;g<e;++g)a.push(\"if(typeof i\"+g+\"==='number'&&i\"+g+\">=0){d=i\"+g+\"|0;b+=c\"+g+\"*d;a\"+g+\"-=d}\");a.push(\"return new \"+r+\"(this.data,\"+o.map((function(t){return\"a\"+t})).join(\",\")+\",\"+o.map((function(t){return\"c\"+t})).join(\",\")+\",b)}\"),a.push(\"proto.step=function \"+r+\"_step(\"+l.join(\",\")+\"){var \"+o.map((function(t){return\"a\"+t+\"=this.shape[\"+t+\"]\"})).join(\",\")+\",\"+o.map((function(t){return\"b\"+t+\"=this.stride[\"+t+\"]\"})).join(\",\")+\",c=this.offset,d=0,ceil=Math.ceil\");for(g=0;g<e;++g)a.push(\"if(typeof i\"+g+\"==='number'){d=i\"+g+\"|0;if(d<0){c+=b\"+g+\"*(a\"+g+\"-1);a\"+g+\"=ceil(-a\"+g+\"/d)}else{a\"+g+\"=ceil(a\"+g+\"/d)}b\"+g+\"*=d}\");a.push(\"return new \"+r+\"(this.data,\"+o.map((function(t){return\"a\"+t})).join(\",\")+\",\"+o.map((function(t){return\"b\"+t})).join(\",\")+\",c)}\");var m=new Array(e),v=new Array(e);for(g=0;g<e;++g)m[g]=\"a[i\"+g+\"]\",v[g]=\"b[i\"+g+\"]\";a.push(\"proto.transpose=function \"+r+\"_transpose(\"+l+\"){\"+l.map((function(t,e){return t+\"=(\"+t+\"===undefined?\"+e+\":\"+t+\"|0)\"})).join(\";\"),\"var a=this.shape,b=this.stride;return new \"+r+\"(this.data,\"+m.join(\",\")+\",\"+v.join(\",\")+\",this.offset)}\"),a.push(\"proto.pick=function \"+r+\"_pick(\"+l+\"){var a=[],b=[],c=this.offset\");for(g=0;g<e;++g)a.push(\"if(typeof i\"+g+\"==='number'&&i\"+g+\">=0){c=(c+this.stride[\"+g+\"]*i\"+g+\")|0}else{a.push(this.shape[\"+g+\"]);b.push(this.stride[\"+g+\"])}\");return a.push(\"var ctor=CTOR_LIST[a.length+1];return ctor(this.data,a,b,c)}\"),a.push(\"return function construct_\"+r+\"(data,shape,stride,offset){return new \"+r+\"(data,\"+o.map((function(t){return\"shape[\"+t+\"]\"})).join(\",\")+\",\"+o.map((function(t){return\"stride[\"+t+\"]\"})).join(\",\")+\",offset)}\"),new Function(\"CTOR_LIST\",\"ORDER\",a.join(\"\\n\"))(c[t],s)}var c={float32:[],float64:[],int8:[],int16:[],int32:[],uint8:[],uint16:[],uint32:[],array:[],uint8_clamped:[],bigint64:[],biguint64:[],buffer:[],generic:[]};e.exports=function(t,e,r,n){if(void 0===t)return(0,c.array[0])([]);\"number\"==typeof t&&(t=[t]),void 0===e&&(e=[t.length]);var o=e.length;if(void 0===r){r=new Array(o);for(var s=o-1,u=1;s>=0;--s)r[s]=u,u*=e[s]}if(void 0===n){n=0;for(s=0;s<o;++s)r[s]<0&&(n-=(e[s]-1)*r[s])}for(var f=function(t){if(i(t))return\"buffer\";if(a)switch(Object.prototype.toString.call(t)){case\"[object Float64Array]\":return\"float64\";case\"[object Float32Array]\":return\"float32\";case\"[object Int8Array]\":return\"int8\";case\"[object Int16Array]\":return\"int16\";case\"[object Int32Array]\":return\"int32\";case\"[object Uint8Array]\":return\"uint8\";case\"[object Uint16Array]\":return\"uint16\";case\"[object Uint32Array]\":return\"uint32\";case\"[object Uint8ClampedArray]\":return\"uint8_clamped\";case\"[object BigInt64Array]\":return\"bigint64\";case\"[object BigUint64Array]\":return\"biguint64\"}return Array.isArray(t)?\"array\":\"generic\"}(t),h=c[f];h.length<=o+1;)h.push(l(f,h.length-1));return(0,h[o+1])(t,e,r,n)}},{\"iota-array\":463,\"is-buffer\":465}],496:[function(t,e,r){\"use strict\";var n=t(\"double-bits\"),i=Math.pow(2,-1074);e.exports=function(t,e){if(isNaN(t)||isNaN(e))return NaN;if(t===e)return t;if(0===t)return e<0?-i:i;var r=n.hi(t),a=n.lo(t);e>t==t>0?a===-1>>>0?(r+=1,a=0):a+=1:0===a?(a=-1>>>0,r-=1):a-=1;return n.pack(a,r)}},{\"double-bits\":173}],497:[function(t,e,r){var n=Math.PI,i=c(120);function a(t,e,r,n){return[\"C\",t,e,r,n,r,n]}function o(t,e,r,n,i,a){return[\"C\",t/3+2/3*r,e/3+2/3*n,i/3+2/3*r,a/3+2/3*n,i,a]}function s(t,e,r,a,o,c,u,f,h,p){if(p)T=p[0],k=p[1],_=p[2],w=p[3];else{var d=l(t,e,-o);t=d.x,e=d.y;var g=(t-(f=(d=l(f,h,-o)).x))/2,m=(e-(h=d.y))/2,v=g*g/(r*r)+m*m/(a*a);v>1&&(r*=v=Math.sqrt(v),a*=v);var y=r*r,x=a*a,b=(c==u?-1:1)*Math.sqrt(Math.abs((y*x-y*m*m-x*g*g)/(y*m*m+x*g*g)));b==1/0&&(b=1);var _=b*r*m/a+(t+f)/2,w=b*-a*g/r+(e+h)/2,T=Math.asin(((e-w)/a).toFixed(9)),k=Math.asin(((h-w)/a).toFixed(9));(T=t<_?n-T:T)<0&&(T=2*n+T),(k=f<_?n-k:k)<0&&(k=2*n+k),u&&T>k&&(T-=2*n),!u&&k>T&&(k-=2*n)}if(Math.abs(k-T)>i){var M=k,A=f,S=h;k=T+i*(u&&k>T?1:-1);var E=s(f=_+r*Math.cos(k),h=w+a*Math.sin(k),r,a,o,0,u,A,S,[k,M,_,w])}var C=Math.tan((k-T)/4),L=4/3*r*C,I=4/3*a*C,P=[2*t-(t+L*Math.sin(T)),2*e-(e-I*Math.cos(T)),f+L*Math.sin(k),h-I*Math.cos(k),f,h];if(p)return P;E&&(P=P.concat(E));for(var z=0;z<P.length;){var O=l(P[z],P[z+1],o);P[z++]=O.x,P[z++]=O.y}return P}function l(t,e,r){return{x:t*Math.cos(r)-e*Math.sin(r),y:t*Math.sin(r)+e*Math.cos(r)}}function c(t){return t*(n/180)}e.exports=function(t){for(var e,r=[],n=0,i=0,l=0,u=0,f=null,h=null,p=0,d=0,g=0,m=t.length;g<m;g++){var v=t[g],y=v[0];switch(y){case\"M\":l=v[1],u=v[2];break;case\"A\":(v=s(p,d,v[1],v[2],c(v[3]),v[4],v[5],v[6],v[7])).unshift(\"C\"),v.length>7&&(r.push(v.splice(0,7)),v.unshift(\"C\"));break;case\"S\":var x=p,b=d;\"C\"!=e&&\"S\"!=e||(x+=x-n,b+=b-i),v=[\"C\",x,b,v[1],v[2],v[3],v[4]];break;case\"T\":\"Q\"==e||\"T\"==e?(f=2*p-f,h=2*d-h):(f=p,h=d),v=o(p,d,f,h,v[1],v[2]);break;case\"Q\":f=v[1],h=v[2],v=o(p,d,v[1],v[2],v[3],v[4]);break;case\"L\":v=a(p,d,v[1],v[2]);break;case\"H\":v=a(p,d,v[1],d);break;case\"V\":v=a(p,d,p,v[1]);break;case\"Z\":v=a(p,d,l,u)}e=y,p=v[v.length-2],d=v[v.length-1],v.length>4?(n=v[v.length-4],i=v[v.length-3]):(n=p,i=d),r.push(v)}return r}},{}],498:[function(t,e,r){r.vertexNormals=function(t,e,r){for(var n=e.length,i=new Array(n),a=void 0===r?1e-6:r,o=0;o<n;++o)i[o]=[0,0,0];for(o=0;o<t.length;++o)for(var s=t[o],l=0,c=s[s.length-1],u=s[0],f=0;f<s.length;++f){l=c,c=u,u=s[(f+1)%s.length];for(var h=e[l],p=e[c],d=e[u],g=new Array(3),m=0,v=new Array(3),y=0,x=0;x<3;++x)g[x]=h[x]-p[x],m+=g[x]*g[x],v[x]=d[x]-p[x],y+=v[x]*v[x];if(m*y>a){var b=i[c],_=1/Math.sqrt(m*y);for(x=0;x<3;++x){var w=(x+1)%3,T=(x+2)%3;b[x]+=_*(v[w]*g[T]-v[T]*g[w])}}}for(o=0;o<n;++o){b=i[o];var k=0;for(x=0;x<3;++x)k+=b[x]*b[x];if(k>a)for(_=1/Math.sqrt(k),x=0;x<3;++x)b[x]*=_;else for(x=0;x<3;++x)b[x]=0}return i},r.faceNormals=function(t,e,r){for(var n=t.length,i=new Array(n),a=void 0===r?1e-6:r,o=0;o<n;++o){for(var s=t[o],l=new Array(3),c=0;c<3;++c)l[c]=e[s[c]];var u=new Array(3),f=new Array(3);for(c=0;c<3;++c)u[c]=l[1][c]-l[0][c],f[c]=l[2][c]-l[0][c];var h=new Array(3),p=0;for(c=0;c<3;++c){var d=(c+1)%3,g=(c+2)%3;h[c]=u[d]*f[g]-u[g]*f[d],p+=h[c]*h[c]}p=p>a?1/Math.sqrt(p):0;for(c=0;c<3;++c)h[c]*=p;i[o]=h}return i}},{}],499:[function(t,e,r){\n",
       "/*\n",
       "object-assign\n",
       "(c) Sindre Sorhus\n",
       "@license MIT\n",
       "*/\n",
       "\"use strict\";var n=Object.getOwnPropertySymbols,i=Object.prototype.hasOwnProperty,a=Object.prototype.propertyIsEnumerable;function o(t){if(null==t)throw new TypeError(\"Object.assign cannot be called with null or undefined\");return Object(t)}e.exports=function(){try{if(!Object.assign)return!1;var t=new String(\"abc\");if(t[5]=\"de\",\"5\"===Object.getOwnPropertyNames(t)[0])return!1;for(var e={},r=0;r<10;r++)e[\"_\"+String.fromCharCode(r)]=r;if(\"0123456789\"!==Object.getOwnPropertyNames(e).map((function(t){return e[t]})).join(\"\"))return!1;var n={};return\"abcdefghijklmnopqrst\".split(\"\").forEach((function(t){n[t]=t})),\"abcdefghijklmnopqrst\"===Object.keys(Object.assign({},n)).join(\"\")}catch(t){return!1}}()?Object.assign:function(t,e){for(var r,s,l=o(t),c=1;c<arguments.length;c++){for(var u in r=Object(arguments[c]))i.call(r,u)&&(l[u]=r[u]);if(n){s=n(r);for(var f=0;f<s.length;f++)a.call(r,s[f])&&(l[s[f]]=r[s[f]])}}return l}},{}],500:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i,a,o,s,l,c){var u=e+a+c;if(f>0){var f=Math.sqrt(u+1);t[0]=.5*(o-l)/f,t[1]=.5*(s-n)/f,t[2]=.5*(r-a)/f,t[3]=.5*f}else{var h=Math.max(e,a,c);f=Math.sqrt(2*h-u+1);e>=h?(t[0]=.5*f,t[1]=.5*(i+r)/f,t[2]=.5*(s+n)/f,t[3]=.5*(o-l)/f):a>=h?(t[0]=.5*(r+i)/f,t[1]=.5*f,t[2]=.5*(l+o)/f,t[3]=.5*(s-n)/f):(t[0]=.5*(n+s)/f,t[1]=.5*(o+l)/f,t[2]=.5*f,t[3]=.5*(r-i)/f)}return t}},{}],501:[function(t,e,r){\"use strict\";e.exports=function(t){var e=(t=t||{}).center||[0,0,0],r=t.rotation||[0,0,0,1],n=t.radius||1;e=[].slice.call(e,0,3),u(r=[].slice.call(r,0,4),r);var i=new f(r,e,Math.log(n));i.setDistanceLimits(t.zoomMin,t.zoomMax),(\"eye\"in t||\"up\"in t)&&i.lookAt(0,t.eye,t.center,t.up);return i};var n=t(\"filtered-vector\"),i=t(\"gl-mat4/lookAt\"),a=t(\"gl-mat4/fromQuat\"),o=t(\"gl-mat4/invert\"),s=t(\"./lib/quatFromFrame\");function l(t,e,r){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2))}function c(t,e,r,n){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2)+Math.pow(n,2))}function u(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=c(r,n,i,a);o>1e-6?(t[0]=r/o,t[1]=n/o,t[2]=i/o,t[3]=a/o):(t[0]=t[1]=t[2]=0,t[3]=1)}function f(t,e,r){this.radius=n([r]),this.center=n(e),this.rotation=n(t),this.computedRadius=this.radius.curve(0),this.computedCenter=this.center.curve(0),this.computedRotation=this.rotation.curve(0),this.computedUp=[.1,0,0],this.computedEye=[.1,0,0],this.computedMatrix=[.1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],this.recalcMatrix(0)}var h=f.prototype;h.lastT=function(){return Math.max(this.radius.lastT(),this.center.lastT(),this.rotation.lastT())},h.recalcMatrix=function(t){this.radius.curve(t),this.center.curve(t),this.rotation.curve(t);var e=this.computedRotation;u(e,e);var r=this.computedMatrix;a(r,e);var n=this.computedCenter,i=this.computedEye,o=this.computedUp,s=Math.exp(this.computedRadius[0]);i[0]=n[0]+s*r[2],i[1]=n[1]+s*r[6],i[2]=n[2]+s*r[10],o[0]=r[1],o[1]=r[5],o[2]=r[9];for(var l=0;l<3;++l){for(var c=0,f=0;f<3;++f)c+=r[l+4*f]*i[f];r[12+l]=-c}},h.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n<16;++n)e[n]=r[n];return e}return r},h.idle=function(t){this.center.idle(t),this.radius.idle(t),this.rotation.idle(t)},h.flush=function(t){this.center.flush(t),this.radius.flush(t),this.rotation.flush(t)},h.pan=function(t,e,r,n){e=e||0,r=r||0,n=n||0,this.recalcMatrix(t);var i=this.computedMatrix,a=i[1],o=i[5],s=i[9],c=l(a,o,s);a/=c,o/=c,s/=c;var u=i[0],f=i[4],h=i[8],p=u*a+f*o+h*s,d=l(u-=a*p,f-=o*p,h-=s*p);u/=d,f/=d,h/=d;var g=i[2],m=i[6],v=i[10],y=g*a+m*o+v*s,x=g*u+m*f+v*h,b=l(g-=y*a+x*u,m-=y*o+x*f,v-=y*s+x*h);g/=b,m/=b,v/=b;var _=u*e+a*r,w=f*e+o*r,T=h*e+s*r;this.center.move(t,_,w,T);var k=Math.exp(this.computedRadius[0]);k=Math.max(1e-4,k+n),this.radius.set(t,Math.log(k))},h.rotate=function(t,e,r,n){this.recalcMatrix(t),e=e||0,r=r||0;var i=this.computedMatrix,a=i[0],o=i[4],s=i[8],u=i[1],f=i[5],h=i[9],p=i[2],d=i[6],g=i[10],m=e*a+r*u,v=e*o+r*f,y=e*s+r*h,x=-(d*y-g*v),b=-(g*m-p*y),_=-(p*v-d*m),w=Math.sqrt(Math.max(0,1-Math.pow(x,2)-Math.pow(b,2)-Math.pow(_,2))),T=c(x,b,_,w);T>1e-6?(x/=T,b/=T,_/=T,w/=T):(x=b=_=0,w=1);var k=this.computedRotation,M=k[0],A=k[1],S=k[2],E=k[3],C=M*w+E*x+A*_-S*b,L=A*w+E*b+S*x-M*_,I=S*w+E*_+M*b-A*x,P=E*w-M*x-A*b-S*_;if(n){x=p,b=d,_=g;var z=Math.sin(n)/l(x,b,_);x*=z,b*=z,_*=z,P=P*(w=Math.cos(e))-(C=C*w+P*x+L*_-I*b)*x-(L=L*w+P*b+I*x-C*_)*b-(I=I*w+P*_+C*b-L*x)*_}var O=c(C,L,I,P);O>1e-6?(C/=O,L/=O,I/=O,P/=O):(C=L=I=0,P=1),this.rotation.set(t,C,L,I,P)},h.lookAt=function(t,e,r,n){this.recalcMatrix(t),r=r||this.computedCenter,e=e||this.computedEye,n=n||this.computedUp;var a=this.computedMatrix;i(a,e,r,n);var o=this.computedRotation;s(o,a[0],a[1],a[2],a[4],a[5],a[6],a[8],a[9],a[10]),u(o,o),this.rotation.set(t,o[0],o[1],o[2],o[3]);for(var l=0,c=0;c<3;++c)l+=Math.pow(r[c]-e[c],2);this.radius.set(t,.5*Math.log(Math.max(l,1e-6))),this.center.set(t,r[0],r[1],r[2])},h.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},h.setMatrix=function(t,e){var r=this.computedRotation;s(r,e[0],e[1],e[2],e[4],e[5],e[6],e[8],e[9],e[10]),u(r,r),this.rotation.set(t,r[0],r[1],r[2],r[3]);var n=this.computedMatrix;o(n,e);var i=n[15];if(Math.abs(i)>1e-6){var a=n[12]/i,l=n[13]/i,c=n[14]/i;this.recalcMatrix(t);var f=Math.exp(this.computedRadius[0]);this.center.set(t,a-n[2]*f,l-n[6]*f,c-n[10]*f),this.radius.idle(t)}else this.center.idle(t),this.radius.idle(t)},h.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},h.setDistanceLimits=function(t,e){t=t>0?Math.log(t):-1/0,e=e>0?Math.log(e):1/0,e=Math.max(e,t),this.radius.bounds[0][0]=t,this.radius.bounds[1][0]=e},h.getDistanceLimits=function(t){var e=this.radius.bounds;return t?(t[0]=Math.exp(e[0][0]),t[1]=Math.exp(e[1][0]),t):[Math.exp(e[0][0]),Math.exp(e[1][0])]},h.toJSON=function(){return this.recalcMatrix(this.lastT()),{center:this.computedCenter.slice(),rotation:this.computedRotation.slice(),distance:Math.log(this.computedRadius[0]),zoomMin:this.radius.bounds[0][0],zoomMax:this.radius.bounds[1][0]}},h.fromJSON=function(t){var e=this.lastT(),r=t.center;r&&this.center.set(e,r[0],r[1],r[2]);var n=t.rotation;n&&this.rotation.set(e,n[0],n[1],n[2],n[3]);var i=t.distance;i&&i>0&&this.radius.set(e,Math.log(i)),this.setDistanceLimits(t.zoomMin,t.zoomMax)}},{\"./lib/quatFromFrame\":500,\"filtered-vector\":242,\"gl-mat4/fromQuat\":282,\"gl-mat4/invert\":293,\"gl-mat4/lookAt\":294}],502:[function(t,e,r){\n",
       "/*!\n",
       " * pad-left <https://github.com/jonschlinkert/pad-left>\n",
       " *\n",
       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
       " * Licensed under the MIT license.\n",
       " */\n",
       "\"use strict\";var n=t(\"repeat-string\");e.exports=function(t,e,r){return n(r=\"undefined\"!=typeof r?r+\"\":\" \",e)+t}},{\"repeat-string\":541}],503:[function(t,e,r){\"use strict\";function n(t,e){if(\"string\"!=typeof t)return[t];var r=[t];\"string\"==typeof e||Array.isArray(e)?e={brackets:e}:e||(e={});var n=e.brackets?Array.isArray(e.brackets)?e.brackets:[e.brackets]:[\"{}\",\"[]\",\"()\"],i=e.escape||\"___\",a=!!e.flat;n.forEach((function(t){var e=new RegExp([\"\\\\\",t[0],\"[^\\\\\",t[0],\"\\\\\",t[1],\"]*\\\\\",t[1]].join(\"\")),n=[];function a(e,a,o){var s=r.push(e.slice(t[0].length,-t[1].length))-1;return n.push(s),i+s+i}r.forEach((function(t,n){for(var i,o=0;t!=i;)if(i=t,t=t.replace(e,a),o++>1e4)throw Error(\"References have circular dependency. Please, check them.\");r[n]=t})),n=n.reverse(),r=r.map((function(e){return n.forEach((function(r){e=e.replace(new RegExp(\"(\\\\\"+i+r+\"\\\\\"+i+\")\",\"g\"),t[0]+\"$1\"+t[1])})),e}))}));var o=new RegExp(\"\\\\\"+i+\"([0-9]+)\\\\\"+i);return a?r:function t(e,r,n){for(var i,a=[],s=0;i=o.exec(e);){if(s++>1e4)throw Error(\"Circular references in parenthesis\");a.push(e.slice(0,i.index)),a.push(t(r[i[1]],r)),e=e.slice(i.index+i[0].length)}return a.push(e),a}(r[0],r)}function i(t,e){if(e&&e.flat){var r,n=e&&e.escape||\"___\",i=t[0];if(!i)return\"\";for(var a=new RegExp(\"\\\\\"+n+\"([0-9]+)\\\\\"+n),o=0;i!=r;){if(o++>1e4)throw Error(\"Circular references in \"+t);r=i,i=i.replace(a,s)}return i}return t.reduce((function t(e,r){return Array.isArray(r)&&(r=r.reduce(t,\"\")),e+r}),\"\");function s(e,r){if(null==t[r])throw Error(\"Reference \"+r+\"is undefined\");return t[r]}}function a(t,e){return Array.isArray(t)?i(t,e):n(t,e)}a.parse=n,a.stringify=i,e.exports=a},{}],504:[function(t,e,r){\"use strict\";var n=t(\"pick-by-alias\");e.exports=function(t){var e;arguments.length>1&&(t=arguments);\"string\"==typeof t?t=t.split(/\\s/).map(parseFloat):\"number\"==typeof t&&(t=[t]);t.length&&\"number\"==typeof t[0]?e=1===t.length?{width:t[0],height:t[0],x:0,y:0}:2===t.length?{width:t[0],height:t[1],x:0,y:0}:{x:t[0],y:t[1],width:t[2]-t[0]||0,height:t[3]-t[1]||0}:t&&(t=n(t,{left:\"x l left Left\",top:\"y t top Top\",width:\"w width W Width\",height:\"h height W Width\",bottom:\"b bottom Bottom\",right:\"r right Right\"}),e={x:t.left||0,y:t.top||0},null==t.width?t.right?e.width=t.right-e.x:e.width=0:e.width=t.width,null==t.height?t.bottom?e.height=t.bottom-e.y:e.height=0:e.height=t.height);return e}},{\"pick-by-alias\":511}],505:[function(t,e,r){e.exports=function(t){var e=[];return t.replace(i,(function(t,r,i){var o=r.toLowerCase();for(i=function(t){var e=t.match(a);return e?e.map(Number):[]}(i),\"m\"==o&&i.length>2&&(e.push([r].concat(i.splice(0,2))),o=\"l\",r=\"m\"==r?\"l\":\"L\");;){if(i.length==n[o])return i.unshift(r),e.push(i);if(i.length<n[o])throw new Error(\"malformed path data\");e.push([r].concat(i.splice(0,n[o])))}})),e};var n={a:7,c:6,h:1,l:2,m:2,q:4,s:4,t:2,v:1,z:0},i=/([astvzqmhlc])([^astvzqmhlc]*)/gi;var a=/-?[0-9]*\\.?[0-9]+(?:e[-+]?\\d+)?/gi},{}],506:[function(t,e,r){e.exports=function(t,e){e||(e=[0,\"\"]),t=String(t);var r=parseFloat(t,10);return e[0]=r,e[1]=t.match(/[\\d.\\-\\+]*\\s*(.*)/)[1]||\"\",e}},{}],507:[function(t,e,r){(function(t){(function(){\"use strict\";function r(t){if(\"string\"!=typeof t)throw new TypeError(\"Path must be a string. Received \"+JSON.stringify(t))}function n(t,e){for(var r,n=\"\",i=0,a=-1,o=0,s=0;s<=t.length;++s){if(s<t.length)r=t.charCodeAt(s);else{if(47===r)break;r=47}if(47===r){if(a===s-1||1===o);else if(a!==s-1&&2===o){if(n.length<2||2!==i||46!==n.charCodeAt(n.length-1)||46!==n.charCodeAt(n.length-2))if(n.length>2){var l=n.lastIndexOf(\"/\");if(l!==n.length-1){-1===l?(n=\"\",i=0):i=(n=n.slice(0,l)).length-1-n.lastIndexOf(\"/\"),a=s,o=0;continue}}else if(2===n.length||1===n.length){n=\"\",i=0,a=s,o=0;continue}e&&(n.length>0?n+=\"/..\":n=\"..\",i=2)}else n.length>0?n+=\"/\"+t.slice(a+1,s):n=t.slice(a+1,s),i=s-a-1;a=s,o=0}else 46===r&&-1!==o?++o:o=-1}return n}var i={resolve:function(){for(var e,i=\"\",a=!1,o=arguments.length-1;o>=-1&&!a;o--){var s;o>=0?s=arguments[o]:(void 0===e&&(e=t.cwd()),s=e),r(s),0!==s.length&&(i=s+\"/\"+i,a=47===s.charCodeAt(0))}return i=n(i,!a),a?i.length>0?\"/\"+i:\"/\":i.length>0?i:\".\"},normalize:function(t){if(r(t),0===t.length)return\".\";var e=47===t.charCodeAt(0),i=47===t.charCodeAt(t.length-1);return 0!==(t=n(t,!e)).length||e||(t=\".\"),t.length>0&&i&&(t+=\"/\"),e?\"/\"+t:t},isAbsolute:function(t){return r(t),t.length>0&&47===t.charCodeAt(0)},join:function(){if(0===arguments.length)return\".\";for(var t,e=0;e<arguments.length;++e){var n=arguments[e];r(n),n.length>0&&(void 0===t?t=n:t+=\"/\"+n)}return void 0===t?\".\":i.normalize(t)},relative:function(t,e){if(r(t),r(e),t===e)return\"\";if((t=i.resolve(t))===(e=i.resolve(e)))return\"\";for(var n=1;n<t.length&&47===t.charCodeAt(n);++n);for(var a=t.length,o=a-n,s=1;s<e.length&&47===e.charCodeAt(s);++s);for(var l=e.length-s,c=o<l?o:l,u=-1,f=0;f<=c;++f){if(f===c){if(l>c){if(47===e.charCodeAt(s+f))return e.slice(s+f+1);if(0===f)return e.slice(s+f)}else o>c&&(47===t.charCodeAt(n+f)?u=f:0===f&&(u=0));break}var h=t.charCodeAt(n+f);if(h!==e.charCodeAt(s+f))break;47===h&&(u=f)}var p=\"\";for(f=n+u+1;f<=a;++f)f!==a&&47!==t.charCodeAt(f)||(0===p.length?p+=\"..\":p+=\"/..\");return p.length>0?p+e.slice(s+u):(s+=u,47===e.charCodeAt(s)&&++s,e.slice(s))},_makeLong:function(t){return t},dirname:function(t){if(r(t),0===t.length)return\".\";for(var e=t.charCodeAt(0),n=47===e,i=-1,a=!0,o=t.length-1;o>=1;--o)if(47===(e=t.charCodeAt(o))){if(!a){i=o;break}}else a=!1;return-1===i?n?\"/\":\".\":n&&1===i?\"//\":t.slice(0,i)},basename:function(t,e){if(void 0!==e&&\"string\"!=typeof e)throw new TypeError('\"ext\" argument must be a string');r(t);var n,i=0,a=-1,o=!0;if(void 0!==e&&e.length>0&&e.length<=t.length){if(e.length===t.length&&e===t)return\"\";var s=e.length-1,l=-1;for(n=t.length-1;n>=0;--n){var c=t.charCodeAt(n);if(47===c){if(!o){i=n+1;break}}else-1===l&&(o=!1,l=n+1),s>=0&&(c===e.charCodeAt(s)?-1==--s&&(a=n):(s=-1,a=l))}return i===a?a=l:-1===a&&(a=t.length),t.slice(i,a)}for(n=t.length-1;n>=0;--n)if(47===t.charCodeAt(n)){if(!o){i=n+1;break}}else-1===a&&(o=!1,a=n+1);return-1===a?\"\":t.slice(i,a)},extname:function(t){r(t);for(var e=-1,n=0,i=-1,a=!0,o=0,s=t.length-1;s>=0;--s){var l=t.charCodeAt(s);if(47!==l)-1===i&&(a=!1,i=s+1),46===l?-1===e?e=s:1!==o&&(o=1):-1!==e&&(o=-1);else if(!a){n=s+1;break}}return-1===e||-1===i||0===o||1===o&&e===i-1&&e===n+1?\"\":t.slice(e,i)},format:function(t){if(null===t||\"object\"!=typeof t)throw new TypeError('The \"pathObject\" argument must be of type Object. Received type '+typeof t);return function(t,e){var r=e.dir||e.root,n=e.base||(e.name||\"\")+(e.ext||\"\");return r?r===e.root?r+n:r+t+n:n}(\"/\",t)},parse:function(t){r(t);var e={root:\"\",dir:\"\",base:\"\",ext:\"\",name:\"\"};if(0===t.length)return e;var n,i=t.charCodeAt(0),a=47===i;a?(e.root=\"/\",n=1):n=0;for(var o=-1,s=0,l=-1,c=!0,u=t.length-1,f=0;u>=n;--u)if(47!==(i=t.charCodeAt(u)))-1===l&&(c=!1,l=u+1),46===i?-1===o?o=u:1!==f&&(f=1):-1!==o&&(f=-1);else if(!c){s=u+1;break}return-1===o||-1===l||0===f||1===f&&o===l-1&&o===s+1?-1!==l&&(e.base=e.name=0===s&&a?t.slice(1,l):t.slice(s,l)):(0===s&&a?(e.name=t.slice(1,o),e.base=t.slice(1,l)):(e.name=t.slice(s,o),e.base=t.slice(s,l)),e.ext=t.slice(o,l)),s>0?e.dir=t.slice(0,s-1):a&&(e.dir=\"/\"),e},sep:\"/\",delimiter:\":\",win32:null,posix:null};i.posix=i,e.exports=i}).call(this)}).call(this,t(\"_process\"))},{_process:526}],508:[function(t,e,r){(function(t){(function(){(function(){var r,n,i,a,o,s;\"undefined\"!=typeof performance&&null!==performance&&performance.now?e.exports=function(){return performance.now()}:\"undefined\"!=typeof t&&null!==t&&t.hrtime?(e.exports=function(){return(r()-o)/1e6},n=t.hrtime,a=(r=function(){var t;return 1e9*(t=n())[0]+t[1]})(),s=1e9*t.uptime(),o=a-s):Date.now?(e.exports=function(){return Date.now()-i},i=Date.now()):(e.exports=function(){return(new Date).getTime()-i},i=(new Date).getTime())}).call(this)}).call(this)}).call(this,t(\"_process\"))},{_process:526}],509:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.length;if(e<32){for(var r=1,i=0;i<e;++i)for(var a=0;a<i;++a)if(t[i]<t[a])r=-r;else if(t[i]===t[a])return 0;return r}var o=n.mallocUint8(e);for(i=0;i<e;++i)o[i]=0;for(r=1,i=0;i<e;++i)if(!o[i]){var s=1;o[i]=1;for(a=t[i];a!==i;a=t[a]){if(o[a])return n.freeUint8(o),0;s+=1,o[a]=1}1&s||(r=-r)}return n.freeUint8(o),r};var n=t(\"typedarray-pool\")},{\"typedarray-pool\":595}],510:[function(t,e,r){\"use strict\";var n=t(\"typedarray-pool\"),i=t(\"invert-permutation\");r.rank=function(t){var e=t.length;switch(e){case 0:case 1:return 0;case 2:return t[1]}var r,a,o,s=n.mallocUint32(e),l=n.mallocUint32(e),c=0;for(i(t,l),o=0;o<e;++o)s[o]=t[o];for(o=e-1;o>0;--o)a=l[o],r=s[o],s[o]=s[a],s[a]=r,l[o]=l[r],l[r]=a,c=(c+r)*o;return n.freeUint32(l),n.freeUint32(s),c},r.unrank=function(t,e,r){switch(t){case 0:return r||[];case 1:return r?(r[0]=0,r):[0];case 2:return r?(e?(r[0]=0,r[1]=1):(r[0]=1,r[1]=0),r):e?[0,1]:[1,0]}var n,i,a,o=1;for((r=r||new Array(t))[0]=0,a=1;a<t;++a)r[a]=a,o=o*a|0;for(a=t-1;a>0;--a)e=e-(n=e/o|0)*o|0,o=o/a|0,i=0|r[a],r[a]=0|r[n],r[n]=0|i;return r}},{\"invert-permutation\":462,\"typedarray-pool\":595}],511:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var n,a,o={};if(\"string\"==typeof e&&(e=i(e)),Array.isArray(e)){var s={};for(a=0;a<e.length;a++)s[e[a]]=!0;e=s}for(n in e)e[n]=i(e[n]);var l={};for(n in e){var c=e[n];if(Array.isArray(c))for(a=0;a<c.length;a++){var u=c[a];if(r&&(l[u]=!0),u in t){if(o[n]=t[u],r)for(var f=a;f<c.length;f++)l[c[f]]=!0;break}}else n in t&&(e[n]&&(o[n]=t[n]),r&&(l[n]=!0))}if(r)for(n in t)l[n]||(o[n]=t[n]);return o};var n={};function i(t){return n[t]?n[t]:(\"string\"==typeof t&&(t=n[t]=t.split(/\\s*,\\s*|\\s+/)),t)}},{}],512:[function(t,e,r){\"use strict\";e.exports=function(t,e){for(var r=0|e.length,i=t.length,a=[new Array(r),new Array(r)],o=0;o<r;++o)a[0][o]=[],a[1][o]=[];for(o=0;o<i;++o){var s=t[o];a[0][s[0]].push(s),a[1][s[1]].push(s)}var l=[];for(o=0;o<r;++o)a[0][o].length+a[1][o].length===0&&l.push([o]);function c(t,e){var r=a[e][t[e]];r.splice(r.indexOf(t),1)}function u(t,r,i){for(var o,s,l,u=0;u<2;++u)if(a[u][r].length>0){o=a[u][r][0],l=u;break}s=o[1^l];for(var f=0;f<2;++f)for(var h=a[f][r],p=0;p<h.length;++p){var d=h[p],g=d[1^f];n(e[t],e[r],e[s],e[g])>0&&(o=d,s=g,l=f)}return i||o&&c(o,l),s}function f(t,r){var i=a[r][t][0],o=[t];c(i,r);for(var s=i[1^r];;){for(;s!==t;)o.push(s),s=u(o[o.length-2],s,!1);if(a[0][t].length+a[1][t].length===0)break;var l=o[o.length-1],f=t,h=o[1],p=u(l,f,!0);if(n(e[l],e[f],e[h],e[p])<0)break;o.push(t),s=u(l,f)}return o}function h(t,e){return e[1]===e[e.length-1]}for(o=0;o<r;++o)for(var p=0;p<2;++p){for(var d=[];a[p][o].length>0;){a[0][o].length;var g=f(o,p);h(0,g)?d.push.apply(d,g):(d.length>0&&l.push(d),d=g)}d.length>0&&l.push(d)}return l};var n=t(\"compare-angle\")},{\"compare-angle\":132}],513:[function(t,e,r){\"use strict\";e.exports=function(t,e){for(var r=n(t,e.length),i=new Array(e.length),a=new Array(e.length),o=[],s=0;s<e.length;++s){var l=r[s].length;a[s]=l,i[s]=!0,l<=1&&o.push(s)}for(;o.length>0;){var c=o.pop();i[c]=!1;var u=r[c];for(s=0;s<u.length;++s){var f=u[s];0==--a[f]&&o.push(f)}}var h=new Array(e.length),p=[];for(s=0;s<e.length;++s)if(i[s]){c=p.length;h[s]=c,p.push(e[s])}else h[s]=-1;var d=[];for(s=0;s<t.length;++s){var g=t[s];i[g[0]]&&i[g[1]]&&d.push([h[g[0]],h[g[1]]])}return[d,p]};var n=t(\"edges-to-adjacency-list\")},{\"edges-to-adjacency-list\":178}],514:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=c(t,e);t=r[0];for(var f=(e=r[1]).length,h=(t.length,n(t,e.length)),p=0;p<f;++p)if(h[p].length%2==1)throw new Error(\"planar-graph-to-polyline: graph must be manifold\");var d=i(t,e);var g=(d=d.filter((function(t){for(var r=t.length,n=[0],i=0;i<r;++i){var a=e[t[i]],l=e[t[(i+1)%r]],c=o(-a[0],a[1]),u=o(-a[0],l[1]),f=o(l[0],a[1]),h=o(l[0],l[1]);n=s(n,s(s(c,u),s(f,h)))}return n[n.length-1]>0}))).length,m=new Array(g),v=new Array(g);for(p=0;p<g;++p){m[p]=p;var y=new Array(g),x=d[p].map((function(t){return e[t]})),b=a([x]),_=0;t:for(var w=0;w<g;++w)if(y[w]=0,p!==w){for(var T=(q=d[w]).length,k=0;k<T;++k){var M=b(e[q[k]]);if(0!==M){M<0&&(y[w]=1,_+=1);continue t}}y[w]=1,_+=1}v[p]=[_,p,y]}v.sort((function(t,e){return e[0]-t[0]}));for(p=0;p<g;++p){var A=(y=v[p])[1],S=y[2];for(w=0;w<g;++w)S[w]&&(m[w]=A)}var E=function(t){for(var e=new Array(t),r=0;r<t;++r)e[r]=[];return e}(g);for(p=0;p<g;++p)E[p].push(m[p]),E[m[p]].push(p);var C={},L=u(f,!1);for(p=0;p<g;++p)for(T=(q=d[p]).length,w=0;w<T;++w){var I=q[w],P=q[(w+1)%T],z=Math.min(I,P)+\":\"+Math.max(I,P);if(z in C){var O=C[z];E[O].push(p),E[p].push(O),L[I]=L[P]=!0}else C[z]=p}function D(t){for(var e=t.length,r=0;r<e;++r)if(!L[t[r]])return!1;return!0}var R=[],F=u(g,-1);for(p=0;p<g;++p)m[p]!==p||D(d[p])?F[p]=-1:(R.push(p),F[p]=0);r=[];for(;R.length>0;){var B=R.pop(),N=E[B];l(N,(function(t,e){return t-e}));var j,U=N.length,V=F[B];if(0===V){var q=d[B];j=[q]}for(p=0;p<U;++p){var H=N[p];if(!(F[H]>=0))if(F[H]=1^V,R.push(H),0===V)D(q=d[H])||(q.reverse(),j.push(q))}0===V&&r.push(j)}return r};var n=t(\"edges-to-adjacency-list\"),i=t(\"planar-dual\"),a=t(\"point-in-big-polygon\"),o=t(\"two-product\"),s=t(\"robust-sum\"),l=t(\"uniq\"),c=t(\"./lib/trim-leaves\");function u(t,e){for(var r=new Array(t),n=0;n<t;++n)r[n]=e;return r}},{\"./lib/trim-leaves\":513,\"edges-to-adjacency-list\":178,\"planar-dual\":512,\"point-in-big-polygon\":516,\"robust-sum\":553,\"two-product\":582,uniq:597}],515:[function(t,e,r){arguments[4][243][0].apply(r,arguments)},{dup:243}],516:[function(t,e,r){e.exports=function(t){for(var e=t.length,r=[],a=[],s=0;s<e;++s)for(var u=t[s],f=u.length,h=f-1,p=0;p<f;h=p++){var d=u[h],g=u[p];d[0]===g[0]?a.push([d,g]):r.push([d,g])}if(0===r.length)return 0===a.length?c:(m=l(a),function(t){return m(t[0],t[1])?0:1});var m;var v=i(r),y=function(t,e){return function(r){var i=o.le(e,r[0]);if(i<0)return 1;var a=t[i];if(!a){if(!(i>0&&e[i]===r[0]))return 1;a=t[i-1]}for(var s=1;a;){var l=a.key,c=n(r,l[0],l[1]);if(l[0][0]<l[1][0])if(c<0)a=a.left;else{if(!(c>0))return 0;s=-1,a=a.right}else if(c>0)a=a.left;else{if(!(c<0))return 0;s=1,a=a.right}}return s}}(v.slabs,v.coordinates);return 0===a.length?y:function(t,e){return function(r){return t(r[0],r[1])?0:e(r)}}(l(a),y)};var n=t(\"robust-orientation\")[3],i=t(\"slab-decomposition\"),a=t(\"interval-tree-1d\"),o=t(\"binary-search-bounds\");function s(){return!0}function l(t){for(var e={},r=0;r<t.length;++r){var n=t[r],i=n[0][0],o=n[0][1],l=n[1][1],c=[Math.min(o,l),Math.max(o,l)];i in e?e[i].push(c):e[i]=[c]}var u={},f=Object.keys(e);for(r=0;r<f.length;++r){var h=e[f[r]];u[f[r]]=a(h)}return function(t){return function(e,r){var n=t[e];return!!n&&!!n.queryPoint(r,s)}}(u)}function c(t){return 1}},{\"binary-search-bounds\":515,\"interval-tree-1d\":460,\"robust-orientation\":548,\"slab-decomposition\":565}],517:[function(t,e,r){\n",
       "/*\n",
       " * @copyright 2016 Sean Connelly (@voidqk), http://syntheti.cc\n",
       " * @license MIT\n",
       " * @preserve Project Home: https://github.com/voidqk/polybooljs\n",
       " */\n",
       "var n,i=t(\"./lib/build-log\"),a=t(\"./lib/epsilon\"),o=t(\"./lib/intersecter\"),s=t(\"./lib/segment-chainer\"),l=t(\"./lib/segment-selector\"),c=t(\"./lib/geojson\"),u=!1,f=a();function h(t,e,r){var i=n.segments(t),a=n.segments(e),o=r(n.combine(i,a));return n.polygon(o)}n={buildLog:function(t){return!0===t?u=i():!1===t&&(u=!1),!1!==u&&u.list},epsilon:function(t){return f.epsilon(t)},segments:function(t){var e=o(!0,f,u);return t.regions.forEach(e.addRegion),{segments:e.calculate(t.inverted),inverted:t.inverted}},combine:function(t,e){return{combined:o(!1,f,u).calculate(t.segments,t.inverted,e.segments,e.inverted),inverted1:t.inverted,inverted2:e.inverted}},selectUnion:function(t){return{segments:l.union(t.combined,u),inverted:t.inverted1||t.inverted2}},selectIntersect:function(t){return{segments:l.intersect(t.combined,u),inverted:t.inverted1&&t.inverted2}},selectDifference:function(t){return{segments:l.difference(t.combined,u),inverted:t.inverted1&&!t.inverted2}},selectDifferenceRev:function(t){return{segments:l.differenceRev(t.combined,u),inverted:!t.inverted1&&t.inverted2}},selectXor:function(t){return{segments:l.xor(t.combined,u),inverted:t.inverted1!==t.inverted2}},polygon:function(t){return{regions:s(t.segments,f,u),inverted:t.inverted}},polygonFromGeoJSON:function(t){return c.toPolygon(n,t)},polygonToGeoJSON:function(t){return c.fromPolygon(n,f,t)},union:function(t,e){return h(t,e,n.selectUnion)},intersect:function(t,e){return h(t,e,n.selectIntersect)},difference:function(t,e){return h(t,e,n.selectDifference)},differenceRev:function(t,e){return h(t,e,n.selectDifferenceRev)},xor:function(t,e){return h(t,e,n.selectXor)}},\"object\"==typeof window&&(window.PolyBool=n),e.exports=n},{\"./lib/build-log\":518,\"./lib/epsilon\":519,\"./lib/geojson\":520,\"./lib/intersecter\":521,\"./lib/segment-chainer\":523,\"./lib/segment-selector\":524}],518:[function(t,e,r){e.exports=function(){var t,e=0,r=!1;function n(e,r){return t.list.push({type:e,data:r?JSON.parse(JSON.stringify(r)):void 0}),t}return t={list:[],segmentId:function(){return e++},checkIntersection:function(t,e){return n(\"check\",{seg1:t,seg2:e})},segmentChop:function(t,e){return n(\"div_seg\",{seg:t,pt:e}),n(\"chop\",{seg:t,pt:e})},statusRemove:function(t){return n(\"pop_seg\",{seg:t})},segmentUpdate:function(t){return n(\"seg_update\",{seg:t})},segmentNew:function(t,e){return n(\"new_seg\",{seg:t,primary:e})},segmentRemove:function(t){return n(\"rem_seg\",{seg:t})},tempStatus:function(t,e,r){return n(\"temp_status\",{seg:t,above:e,below:r})},rewind:function(t){return n(\"rewind\",{seg:t})},status:function(t,e,r){return n(\"status\",{seg:t,above:e,below:r})},vert:function(e){return e===r?t:(r=e,n(\"vert\",{x:e}))},log:function(t){return\"string\"!=typeof t&&(t=JSON.stringify(t,!1,\"  \")),n(\"log\",{txt:t})},reset:function(){return n(\"reset\")},selected:function(t){return n(\"selected\",{segs:t})},chainStart:function(t){return n(\"chain_start\",{seg:t})},chainRemoveHead:function(t,e){return n(\"chain_rem_head\",{index:t,pt:e})},chainRemoveTail:function(t,e){return n(\"chain_rem_tail\",{index:t,pt:e})},chainNew:function(t,e){return n(\"chain_new\",{pt1:t,pt2:e})},chainMatch:function(t){return n(\"chain_match\",{index:t})},chainClose:function(t){return n(\"chain_close\",{index:t})},chainAddHead:function(t,e){return n(\"chain_add_head\",{index:t,pt:e})},chainAddTail:function(t,e){return n(\"chain_add_tail\",{index:t,pt:e})},chainConnect:function(t,e){return n(\"chain_con\",{index1:t,index2:e})},chainReverse:function(t){return n(\"chain_rev\",{index:t})},chainJoin:function(t,e){return n(\"chain_join\",{index1:t,index2:e})},done:function(){return n(\"done\")}}}},{}],519:[function(t,e,r){e.exports=function(t){\"number\"!=typeof t&&(t=1e-10);var e={epsilon:function(e){return\"number\"==typeof e&&(t=e),t},pointAboveOrOnLine:function(e,r,n){var i=r[0],a=r[1],o=n[0],s=n[1],l=e[0];return(o-i)*(e[1]-a)-(s-a)*(l-i)>=-t},pointBetween:function(e,r,n){var i=e[1]-r[1],a=n[0]-r[0],o=e[0]-r[0],s=n[1]-r[1],l=o*a+i*s;return!(l<t)&&!(l-(a*a+s*s)>-t)},pointsSameX:function(e,r){return Math.abs(e[0]-r[0])<t},pointsSameY:function(e,r){return Math.abs(e[1]-r[1])<t},pointsSame:function(t,r){return e.pointsSameX(t,r)&&e.pointsSameY(t,r)},pointsCompare:function(t,r){return e.pointsSameX(t,r)?e.pointsSameY(t,r)?0:t[1]<r[1]?-1:1:t[0]<r[0]?-1:1},pointsCollinear:function(e,r,n){var i=e[0]-r[0],a=e[1]-r[1],o=r[0]-n[0],s=r[1]-n[1];return Math.abs(i*s-o*a)<t},linesIntersect:function(e,r,n,i){var a=r[0]-e[0],o=r[1]-e[1],s=i[0]-n[0],l=i[1]-n[1],c=a*l-o*s;if(Math.abs(c)<t)return!1;var u=e[0]-n[0],f=e[1]-n[1],h=(s*f-l*u)/c,p=(a*f-o*u)/c,d={alongA:0,alongB:0,pt:[e[0]+h*a,e[1]+h*o]};return d.alongA=h<=-t?-2:h<t?-1:h-1<=-t?0:h-1<t?1:2,d.alongB=p<=-t?-2:p<t?-1:p-1<=-t?0:p-1<t?1:2,d},pointInsideRegion:function(e,r){for(var n=e[0],i=e[1],a=r[r.length-1][0],o=r[r.length-1][1],s=!1,l=0;l<r.length;l++){var c=r[l][0],u=r[l][1];u-i>t!=o-i>t&&(a-c)*(i-u)/(o-u)+c-n>t&&(s=!s),a=c,o=u}return s}};return e}},{}],520:[function(t,e,r){var n={toPolygon:function(t,e){function r(e){if(e.length<=0)return t.segments({inverted:!1,regions:[]});function r(e){var r=e.slice(0,e.length-1);return t.segments({inverted:!1,regions:[r]})}for(var n=r(e[0]),i=1;i<e.length;i++)n=t.selectDifference(t.combine(n,r(e[i])));return n}if(\"Polygon\"===e.type)return t.polygon(r(e.coordinates));if(\"MultiPolygon\"===e.type){for(var n=t.segments({inverted:!1,regions:[]}),i=0;i<e.coordinates.length;i++)n=t.selectUnion(t.combine(n,r(e.coordinates[i])));return t.polygon(n)}throw new Error(\"PolyBool: Cannot convert GeoJSON object to PolyBool polygon\")},fromPolygon:function(t,e,r){function n(t,r){return e.pointInsideRegion([.5*(t[0][0]+t[1][0]),.5*(t[0][1]+t[1][1])],r)}function i(t){return{region:t,children:[]}}r=t.polygon(t.segments(r));var a=i(null);function o(t,e){for(var r=0;r<t.children.length;r++){if(n(e,(s=t.children[r]).region))return void o(s,e)}var a=i(e);for(r=0;r<t.children.length;r++){var s;n((s=t.children[r]).region,e)&&(a.children.push(s),t.children.splice(r,1),r--)}t.children.push(a)}for(var s=0;s<r.regions.length;s++){var l=r.regions[s];l.length<3||o(a,l)}function c(t,e){for(var r=0,n=t[t.length-1][0],i=t[t.length-1][1],a=[],o=0;o<t.length;o++){var s=t[o][0],l=t[o][1];a.push([s,l]),r+=l*n-s*i,n=s,i=l}return r<0!==e&&a.reverse(),a.push([a[0][0],a[0][1]]),a}var u=[];function f(t){var e=[c(t.region,!1)];u.push(e);for(var r=0;r<t.children.length;r++)e.push(h(t.children[r]))}function h(t){for(var e=0;e<t.children.length;e++)f(t.children[e]);return c(t.region,!0)}for(s=0;s<a.children.length;s++)f(a.children[s]);return u.length<=0?{type:\"Polygon\",coordinates:[]}:1==u.length?{type:\"Polygon\",coordinates:u[0]}:{type:\"MultiPolygon\",coordinates:u}}};e.exports=n},{}],521:[function(t,e,r){var n=t(\"./linked-list\");e.exports=function(t,e,r){function i(t,e,n){return{id:r?r.segmentId():-1,start:t,end:e,myFill:{above:n.myFill.above,below:n.myFill.below},otherFill:null}}var a=n.create();function o(t,r){a.insertBefore(t,(function(n){return function(t,r,n,i,a,o){var s=e.pointsCompare(r,a);return 0!==s?s:e.pointsSame(n,o)?0:t!==i?t?1:-1:e.pointAboveOrOnLine(n,i?a:o,i?o:a)?1:-1}(t.isStart,t.pt,r,n.isStart,n.pt,n.other.pt)<0}))}function s(t,e){var r=function(t,e){var r=n.node({isStart:!0,pt:t.start,seg:t,primary:e,other:null,status:null});return o(r,t.end),r}(t,e);return function(t,e,r){var i=n.node({isStart:!1,pt:e.end,seg:e,primary:r,other:t,status:null});t.other=i,o(i,t.pt)}(r,t,e),r}function l(t,e){var n=i(e,t.seg.end,t.seg);return function(t,e){r&&r.segmentChop(t.seg,e),t.other.remove(),t.seg.end=e,t.other.pt=e,o(t.other,t.pt)}(t,e),s(n,t.primary)}function c(i,o){var s=n.create();function c(t){return s.findTransition((function(r){var n,i,a,o,s,l;return(n=t,i=r.ev,a=n.seg.start,o=n.seg.end,s=i.seg.start,l=i.seg.end,e.pointsCollinear(a,s,l)?e.pointsCollinear(o,s,l)||e.pointAboveOrOnLine(o,s,l)?1:-1:e.pointAboveOrOnLine(a,s,l)?1:-1)>0}))}function u(t,n){var i=t.seg,a=n.seg,o=i.start,s=i.end,c=a.start,u=a.end;r&&r.checkIntersection(i,a);var f=e.linesIntersect(o,s,c,u);if(!1===f){if(!e.pointsCollinear(o,s,c))return!1;if(e.pointsSame(o,u)||e.pointsSame(s,c))return!1;var h=e.pointsSame(o,c),p=e.pointsSame(s,u);if(h&&p)return n;var d=!h&&e.pointBetween(o,c,u),g=!p&&e.pointBetween(s,c,u);if(h)return g?l(n,s):l(t,u),n;d&&(p||(g?l(n,s):l(t,u)),l(n,o))}else 0===f.alongA&&(-1===f.alongB?l(t,c):0===f.alongB?l(t,f.pt):1===f.alongB&&l(t,u)),0===f.alongB&&(-1===f.alongA?l(n,o):0===f.alongA?l(n,f.pt):1===f.alongA&&l(n,s));return!1}for(var f=[];!a.isEmpty();){var h=a.getHead();if(r&&r.vert(h.pt[0]),h.isStart){r&&r.segmentNew(h.seg,h.primary);var p=c(h),d=p.before?p.before.ev:null,g=p.after?p.after.ev:null;function m(){if(d){var t=u(h,d);if(t)return t}return!!g&&u(h,g)}r&&r.tempStatus(h.seg,!!d&&d.seg,!!g&&g.seg);var v,y=m();if(y){var x;if(t)(x=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below)&&(y.seg.myFill.above=!y.seg.myFill.above);else y.seg.otherFill=h.seg.myFill;r&&r.segmentUpdate(y.seg),h.other.remove(),h.remove()}if(a.getHead()!==h){r&&r.rewind(h.seg);continue}if(t)x=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below,h.seg.myFill.below=g?g.seg.myFill.above:i,h.seg.myFill.above=x?!h.seg.myFill.below:h.seg.myFill.below;else if(null===h.seg.otherFill)v=g?h.primary===g.primary?g.seg.otherFill.above:g.seg.myFill.above:h.primary?o:i,h.seg.otherFill={above:v,below:v};r&&r.status(h.seg,!!d&&d.seg,!!g&&g.seg),h.other.status=p.insert(n.node({ev:h}))}else{var b=h.status;if(null===b)throw new Error(\"PolyBool: Zero-length segment detected; your epsilon is probably too small or too large\");if(s.exists(b.prev)&&s.exists(b.next)&&u(b.prev.ev,b.next.ev),r&&r.statusRemove(b.ev.seg),b.remove(),!h.primary){var _=h.seg.myFill;h.seg.myFill=h.seg.otherFill,h.seg.otherFill=_}f.push(h.seg)}a.getHead().remove()}return r&&r.done(),f}return t?{addRegion:function(t){for(var n,i,a,o=t[t.length-1],l=0;l<t.length;l++){n=o,o=t[l];var c=e.pointsCompare(n,o);0!==c&&s((i=c<0?n:o,a=c<0?o:n,{id:r?r.segmentId():-1,start:i,end:a,myFill:{above:null,below:null},otherFill:null}),!0)}},calculate:function(t){return c(t,!1)}}:{calculate:function(t,e,r,n){return t.forEach((function(t){s(i(t.start,t.end,t),!0)})),r.forEach((function(t){s(i(t.start,t.end,t),!1)})),c(e,n)}}}},{\"./linked-list\":522}],522:[function(t,e,r){e.exports={create:function(){var t={root:{root:!0,next:null},exists:function(e){return null!==e&&e!==t.root},isEmpty:function(){return null===t.root.next},getHead:function(){return t.root.next},insertBefore:function(e,r){for(var n=t.root,i=t.root.next;null!==i;){if(r(i))return e.prev=i.prev,e.next=i,i.prev.next=e,void(i.prev=e);n=i,i=i.next}n.next=e,e.prev=n,e.next=null},findTransition:function(e){for(var r=t.root,n=t.root.next;null!==n&&!e(n);)r=n,n=n.next;return{before:r===t.root?null:r,after:n,insert:function(t){return t.prev=r,t.next=n,r.next=t,null!==n&&(n.prev=t),t}}}};return t},node:function(t){return t.prev=null,t.next=null,t.remove=function(){t.prev.next=t.next,t.next&&(t.next.prev=t.prev),t.prev=null,t.next=null},t}}},{}],523:[function(t,e,r){e.exports=function(t,e,r){var n=[],i=[];return t.forEach((function(t){var a=t.start,o=t.end;if(e.pointsSame(a,o))console.warn(\"PolyBool: Warning: Zero-length segment detected; your epsilon is probably too small or too large\");else{r&&r.chainStart(t);for(var s={index:0,matches_head:!1,matches_pt1:!1},l={index:0,matches_head:!1,matches_pt1:!1},c=s,u=0;u<n.length;u++){var f=(m=n[u])[0],h=(m[1],m[m.length-1]);m[m.length-2];if(e.pointsSame(f,a)){if(k(u,!0,!0))break}else if(e.pointsSame(f,o)){if(k(u,!0,!1))break}else if(e.pointsSame(h,a)){if(k(u,!1,!0))break}else if(e.pointsSame(h,o)&&k(u,!1,!1))break}if(c===s)return n.push([a,o]),void(r&&r.chainNew(a,o));if(c===l){r&&r.chainMatch(s.index);var p=s.index,d=s.matches_pt1?o:a,g=s.matches_head,m=n[p],v=g?m[0]:m[m.length-1],y=g?m[1]:m[m.length-2],x=g?m[m.length-1]:m[0],b=g?m[m.length-2]:m[1];return e.pointsCollinear(y,v,d)&&(g?(r&&r.chainRemoveHead(s.index,d),m.shift()):(r&&r.chainRemoveTail(s.index,d),m.pop()),v=y),e.pointsSame(x,d)?(n.splice(p,1),e.pointsCollinear(b,x,v)&&(g?(r&&r.chainRemoveTail(s.index,v),m.pop()):(r&&r.chainRemoveHead(s.index,v),m.shift())),r&&r.chainClose(s.index),void i.push(m)):void(g?(r&&r.chainAddHead(s.index,d),m.unshift(d)):(r&&r.chainAddTail(s.index,d),m.push(d)))}var _=s.index,w=l.index;r&&r.chainConnect(_,w);var T=n[_].length<n[w].length;s.matches_head?l.matches_head?T?(M(_),A(_,w)):(M(w),A(w,_)):A(w,_):l.matches_head?A(_,w):T?(M(_),A(w,_)):(M(w),A(_,w))}function k(t,e,r){return c.index=t,c.matches_head=e,c.matches_pt1=r,c===s?(c=l,!1):(c=null,!0)}function M(t){r&&r.chainReverse(t),n[t].reverse()}function A(t,i){var a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],c=o[0],u=o[1];e.pointsCollinear(l,s,c)&&(r&&r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,c,u)&&(r&&r.chainRemoveHead(i,c),o.shift()),r&&r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}})),i}},{}],524:[function(t,e,r){function n(t,e,r){var n=[];return t.forEach((function(t){var i=(t.myFill.above?8:0)+(t.myFill.below?4:0)+(t.otherFill&&t.otherFill.above?2:0)+(t.otherFill&&t.otherFill.below?1:0);0!==e[i]&&n.push({id:r?r.segmentId():-1,start:t.start,end:t.end,myFill:{above:1===e[i],below:2===e[i]},otherFill:null})})),r&&r.selected(n),n}var i={union:function(t,e){return n(t,[0,2,1,0,2,2,0,0,1,0,1,0,0,0,0,0],e)},intersect:function(t,e){return n(t,[0,0,0,0,0,2,0,2,0,0,1,1,0,2,1,0],e)},difference:function(t,e){return n(t,[0,0,0,0,2,0,2,0,1,1,0,0,0,1,2,0],e)},differenceRev:function(t,e){return n(t,[0,2,1,0,0,0,1,1,0,2,0,2,0,0,0,0],e)},xor:function(t,e){return n(t,[0,2,1,0,2,0,0,1,1,0,0,2,0,1,2,0],e)}};e.exports=i},{}],525:[function(t,e,r){\"use strict\";var n=new Float64Array(4),i=new Float64Array(4),a=new Float64Array(4);e.exports=function(t,e,r,o,s){n.length<o.length&&(n=new Float64Array(o.length),i=new Float64Array(o.length),a=new Float64Array(o.length));for(var l=0;l<o.length;++l)n[l]=t[l]-o[l],i[l]=e[l]-t[l],a[l]=r[l]-t[l];var c=0,u=0,f=0,h=0,p=0,d=0;for(l=0;l<o.length;++l){var g=i[l],m=a[l],v=n[l];c+=g*g,u+=g*m,f+=m*m,h+=v*g,p+=v*m,d+=v*v}var y,x,b,_,w,T=Math.abs(c*f-u*u),k=u*p-f*h,M=u*h-c*p;if(k+M<=T)if(k<0)M<0&&h<0?(M=0,-h>=c?(k=1,y=c+2*h+d):y=h*(k=-h/c)+d):(k=0,p>=0?(M=0,y=d):-p>=f?(M=1,y=f+2*p+d):y=p*(M=-p/f)+d);else if(M<0)M=0,h>=0?(k=0,y=d):-h>=c?(k=1,y=c+2*h+d):y=h*(k=-h/c)+d;else{var A=1/T;y=(k*=A)*(c*k+u*(M*=A)+2*h)+M*(u*k+f*M+2*p)+d}else k<0?(b=f+p)>(x=u+h)?(_=b-x)>=(w=c-2*u+f)?(k=1,M=0,y=c+2*h+d):y=(k=_/w)*(c*k+u*(M=1-k)+2*h)+M*(u*k+f*M+2*p)+d:(k=0,b<=0?(M=1,y=f+2*p+d):p>=0?(M=0,y=d):y=p*(M=-p/f)+d):M<0?(b=c+h)>(x=u+p)?(_=b-x)>=(w=c-2*u+f)?(M=1,k=0,y=f+2*p+d):y=(k=1-(M=_/w))*(c*k+u*M+2*h)+M*(u*k+f*M+2*p)+d:(M=0,b<=0?(k=1,y=c+2*h+d):h>=0?(k=0,y=d):y=h*(k=-h/c)+d):(_=f+p-u-h)<=0?(k=0,M=1,y=f+2*p+d):_>=(w=c-2*u+f)?(k=1,M=0,y=c+2*h+d):y=(k=_/w)*(c*k+u*(M=1-k)+2*h)+M*(u*k+f*M+2*p)+d;var S=1-k-M;for(l=0;l<o.length;++l)s[l]=S*t[l]+k*e[l]+M*r[l];return y<0?0:y}},{}],526:[function(t,e,r){var n,i,a=e.exports={};function o(){throw new Error(\"setTimeout has not been defined\")}function s(){throw new Error(\"clearTimeout has not been defined\")}function l(t){if(n===setTimeout)return setTimeout(t,0);if((n===o||!n)&&setTimeout)return n=setTimeout,setTimeout(t,0);try{return n(t,0)}catch(e){try{return n.call(null,t,0)}catch(e){return n.call(this,t,0)}}}!function(){try{n=\"function\"==typeof setTimeout?setTimeout:o}catch(t){n=o}try{i=\"function\"==typeof clearTimeout?clearTimeout:s}catch(t){i=s}}();var c,u=[],f=!1,h=-1;function p(){f&&c&&(f=!1,c.length?u=c.concat(u):h=-1,u.length&&d())}function d(){if(!f){var t=l(p);f=!0;for(var e=u.length;e;){for(c=u,u=[];++h<e;)c&&c[h].run();h=-1,e=u.length}c=null,f=!1,function(t){if(i===clearTimeout)return clearTimeout(t);if((i===s||!i)&&clearTimeout)return i=clearTimeout,clearTimeout(t);try{i(t)}catch(e){try{return i.call(null,t)}catch(e){return i.call(this,t)}}}(t)}}function g(t,e){this.fun=t,this.array=e}function m(){}a.nextTick=function(t){var e=new Array(arguments.length-1);if(arguments.length>1)for(var r=1;r<arguments.length;r++)e[r-1]=arguments[r];u.push(new g(t,e)),1!==u.length||f||l(d)},g.prototype.run=function(){this.fun.apply(null,this.array)},a.title=\"browser\",a.browser=!0,a.env={},a.argv=[],a.version=\"\",a.versions={},a.on=m,a.addListener=m,a.once=m,a.off=m,a.removeListener=m,a.removeAllListeners=m,a.emit=m,a.prependListener=m,a.prependOnceListener=m,a.listeners=function(t){return[]},a.binding=function(t){throw new Error(\"process.binding is not supported\")},a.cwd=function(){return\"/\"},a.chdir=function(t){throw new Error(\"process.chdir is not supported\")},a.umask=function(){return 0}},{}],527:[function(t,e,r){e.exports=t(\"gl-quat/slerp\")},{\"gl-quat/slerp\":325}],528:[function(t,e,r){(function(r){(function(){for(var n=t(\"performance-now\"),i=\"undefined\"==typeof window?r:window,a=[\"moz\",\"webkit\"],o=\"AnimationFrame\",s=i[\"request\"+o],l=i[\"cancel\"+o]||i[\"cancelRequest\"+o],c=0;!s&&c<a.length;c++)s=i[a[c]+\"Request\"+o],l=i[a[c]+\"Cancel\"+o]||i[a[c]+\"CancelRequest\"+o];if(!s||!l){var u=0,f=0,h=[];s=function(t){if(0===h.length){var e=n(),r=Math.max(0,1e3/60-(e-u));u=r+e,setTimeout((function(){var t=h.slice(0);h.length=0;for(var e=0;e<t.length;e++)if(!t[e].cancelled)try{t[e].callback(u)}catch(t){setTimeout((function(){throw t}),0)}}),Math.round(r))}return h.push({handle:++f,callback:t,cancelled:!1}),f},l=function(t){for(var e=0;e<h.length;e++)h[e].handle===t&&(h[e].cancelled=!0)}}e.exports=function(t){return s.call(i,t)},e.exports.cancel=function(){l.apply(i,arguments)},e.exports.polyfill=function(t){t||(t=i),t.requestAnimationFrame=s,t.cancelAnimationFrame=l}}).call(this)}).call(this,\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:\"undefined\"!=typeof window?window:{})},{\"performance-now\":508}],529:[function(t,e,r){\"use strict\";var n=t(\"big-rat/add\");e.exports=function(t,e){for(var r=t.length,i=new Array(r),a=0;a<r;++a)i[a]=n(t[a],e[a]);return i}},{\"big-rat/add\":80}],530:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=new Array(t.length),r=0;r<t.length;++r)e[r]=n(t[r]);return e};var n=t(\"big-rat\")},{\"big-rat\":83}],531:[function(t,e,r){\"use strict\";var n=t(\"big-rat\"),i=t(\"big-rat/mul\");e.exports=function(t,e){for(var r=n(e),a=t.length,o=new Array(a),s=0;s<a;++s)o[s]=i(t[s],r);return o}},{\"big-rat\":83,\"big-rat/mul\":92}],532:[function(t,e,r){\"use strict\";var n=t(\"big-rat/sub\");e.exports=function(t,e){for(var r=t.length,i=new Array(r),a=0;a<r;++a)i[a]=n(t[a],e[a]);return i}},{\"big-rat/sub\":94}],533:[function(t,e,r){\"use strict\";var n=t(\"compare-cell\"),i=t(\"compare-oriented-cell\"),a=t(\"cell-orientation\");e.exports=function(t){t.sort(i);for(var e=t.length,r=0,o=0;o<e;++o){var s=t[o],l=a(s);if(0!==l){if(r>0){var c=t[r-1];if(0===n(s,c)&&a(c)!==l){r-=1;continue}}t[r++]=s}}return t.length=r,t}},{\"cell-orientation\":117,\"compare-cell\":133,\"compare-oriented-cell\":134}],534:[function(t,e,r){\"use strict\";var n=t(\"array-bounds\"),i=t(\"color-normalize\"),a=t(\"update-diff\"),o=t(\"pick-by-alias\"),s=t(\"object-assign\"),l=t(\"flatten-vertex-data\"),c=t(\"to-float32\"),u=c.float32,f=c.fract32;e.exports=function(t,e){\"function\"==typeof t?(e||(e={}),e.regl=t):e=t;e.length&&(e.positions=e);if(!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");var r,c,p,d,g,m,v=t._gl,y={color:\"black\",capSize:5,lineWidth:1,opacity:1,viewport:null,range:null,offset:0,count:0,bounds:null,positions:[],errors:[]},x=[];return d=t.buffer({usage:\"dynamic\",type:\"uint8\",data:new Uint8Array(0)}),c=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)}),p=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)}),g=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)}),m=t.buffer({usage:\"static\",type:\"float\",data:h}),T(e),r=t({vert:\"\\n\\t\\tprecision highp float;\\n\\n\\t\\tattribute vec2 position, positionFract;\\n\\t\\tattribute vec4 error;\\n\\t\\tattribute vec4 color;\\n\\n\\t\\tattribute vec2 direction, lineOffset, capOffset;\\n\\n\\t\\tuniform vec4 viewport;\\n\\t\\tuniform float lineWidth, capSize;\\n\\t\\tuniform vec2 scale, scaleFract, translate, translateFract;\\n\\n\\t\\tvarying vec4 fragColor;\\n\\n\\t\\tvoid main() {\\n\\t\\t\\tfragColor = color / 255.;\\n\\n\\t\\t\\tvec2 pixelOffset = lineWidth * lineOffset + (capSize + lineWidth) * capOffset;\\n\\n\\t\\t\\tvec2 dxy = -step(.5, direction.xy) * error.xz + step(direction.xy, vec2(-.5)) * error.yw;\\n\\n\\t\\t\\tvec2 position = position + dxy;\\n\\n\\t\\t\\tvec2 pos = (position + translate) * scale\\n\\t\\t\\t\\t+ (positionFract + translateFract) * scale\\n\\t\\t\\t\\t+ (position + translate) * scaleFract\\n\\t\\t\\t\\t+ (positionFract + translateFract) * scaleFract;\\n\\n\\t\\t\\tpos += pixelOffset / viewport.zw;\\n\\n\\t\\t\\tgl_Position = vec4(pos * 2. - 1., 0, 1);\\n\\t\\t}\\n\\t\\t\",frag:\"\\n\\t\\tprecision highp float;\\n\\n\\t\\tvarying vec4 fragColor;\\n\\n\\t\\tuniform float opacity;\\n\\n\\t\\tvoid main() {\\n\\t\\t\\tgl_FragColor = fragColor;\\n\\t\\t\\tgl_FragColor.a *= opacity;\\n\\t\\t}\\n\\t\\t\",uniforms:{range:t.prop(\"range\"),lineWidth:t.prop(\"lineWidth\"),capSize:t.prop(\"capSize\"),opacity:t.prop(\"opacity\"),scale:t.prop(\"scale\"),translate:t.prop(\"translate\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{color:{buffer:d,offset:function(t,e){return 4*e.offset},divisor:1},position:{buffer:c,offset:function(t,e){return 8*e.offset},divisor:1},positionFract:{buffer:p,offset:function(t,e){return 8*e.offset},divisor:1},error:{buffer:g,offset:function(t,e){return 16*e.offset},divisor:1},direction:{buffer:m,stride:24,offset:0},lineOffset:{buffer:m,stride:24,offset:8},capOffset:{buffer:m,stride:24,offset:16}},primitive:\"triangles\",blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:!1,instances:t.prop(\"count\"),count:h.length}),s(b,{update:T,draw:_,destroy:k,regl:t,gl:v,canvas:v.canvas,groups:x}),b;function b(t){t?T(t):null===t&&k(),_()}function _(e){if(\"number\"==typeof e)return w(e);e&&!Array.isArray(e)&&(e=[e]),t._refresh(),x.forEach((function(t,r){t&&(e&&(e[r]?t.draw=!0:t.draw=!1),t.draw?w(r):t.draw=!0)}))}function w(t){\"number\"==typeof t&&(t=x[t]),null!=t&&t&&t.count&&t.color&&t.opacity&&t.positions&&t.positions.length>1&&(t.scaleRatio=[t.scale[0]*t.viewport.width,t.scale[1]*t.viewport.height],r(t),t.after&&t.after(t))}function T(t){if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var e=0,r=0;if(b.groups=x=t.map((function(t,c){var u=x[c];return t?(\"function\"==typeof t?t={after:t}:\"number\"==typeof t[0]&&(t={positions:t}),t=o(t,{color:\"color colors fill\",capSize:\"capSize cap capsize cap-size\",lineWidth:\"lineWidth line-width width line thickness\",opacity:\"opacity alpha\",range:\"range dataBox\",viewport:\"viewport viewBox\",errors:\"errors error\",positions:\"positions position data points\"}),u||(x[c]=u={id:c,scale:null,translate:null,scaleFract:null,translateFract:null,draw:!0},t=s({},y,t)),a(u,t,[{lineWidth:function(t){return.5*+t},capSize:function(t){return.5*+t},opacity:parseFloat,errors:function(t){return t=l(t),r+=t.length,t},positions:function(t,r){return t=l(t,\"float64\"),r.count=Math.floor(t.length/2),r.bounds=n(t,2),r.offset=e,e+=r.count,t}},{color:function(t,e){var r=e.count;if(t||(t=\"transparent\"),!Array.isArray(t)||\"number\"==typeof t[0]){var n=t;t=Array(r);for(var a=0;a<r;a++)t[a]=n}if(t.length<r)throw Error(\"Not enough colors\");for(var o=new Uint8Array(4*r),s=0;s<r;s++){var l=i(t[s],\"uint8\");o.set(l,4*s)}return o},range:function(t,e,r){var n=e.bounds;return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=f(e.scale),e.translateFract=f(e.translate),t},viewport:function(t){var e;return Array.isArray(t)?e={x:t[0],y:t[1],width:t[2]-t[0],height:t[3]-t[1]}:t?(e={x:t.x||t.left||0,y:t.y||t.top||0},t.right?e.width=t.right-e.x:e.width=t.w||t.width||0,t.bottom?e.height=t.bottom-e.y:e.height=t.h||t.height||0):e={x:0,y:0,width:v.drawingBufferWidth,height:v.drawingBufferHeight},e}}]),u):u})),e||r){var h=x.reduce((function(t,e,r){return t+(e?e.count:0)}),0),m=new Float64Array(2*h),_=new Uint8Array(4*h),w=new Float32Array(4*h);x.forEach((function(t,e){if(t){var r=t.positions,n=t.count,i=t.offset,a=t.color,o=t.errors;n&&(_.set(a,4*i),w.set(o,4*i),m.set(r,2*i))}})),c(u(m)),p(f(m)),d(_),g(w)}}}function k(){c.destroy(),p.destroy(),d.destroy(),g.destroy(),m.destroy()}};var h=[[1,0,0,1,0,0],[1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,1,0,0],[1,0,0,1,0,0],[1,0,-1,0,0,1],[1,0,-1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,1],[1,0,-1,0,0,1],[-1,0,-1,0,0,1],[-1,0,-1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,1],[-1,0,-1,0,0,1],[0,1,1,0,0,0],[0,1,-1,0,0,0],[0,-1,-1,0,0,0],[0,-1,-1,0,0,0],[0,1,1,0,0,0],[0,-1,1,0,0,0],[0,1,0,-1,1,0],[0,1,0,-1,-1,0],[0,1,0,1,-1,0],[0,1,0,1,1,0],[0,1,0,-1,1,0],[0,1,0,1,-1,0],[0,-1,0,-1,1,0],[0,-1,0,-1,-1,0],[0,-1,0,1,-1,0],[0,-1,0,1,1,0],[0,-1,0,-1,1,0],[0,-1,0,1,-1,0]]},{\"array-bounds\":70,\"color-normalize\":125,\"flatten-vertex-data\":244,\"object-assign\":499,\"pick-by-alias\":511,\"to-float32\":577,\"update-diff\":599}],535:[function(t,e,r){\"use strict\";var n=t(\"color-normalize\"),i=t(\"array-bounds\"),a=t(\"object-assign\"),o=t(\"glslify\"),s=t(\"pick-by-alias\"),l=t(\"flatten-vertex-data\"),c=t(\"earcut\"),u=t(\"array-normalize\"),f=t(\"to-float32\"),h=f.float32,p=f.fract32,d=t(\"es6-weak-map\"),g=t(\"parse-rect\");function m(t,e){if(!(this instanceof m))return new m(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=m.shaders.has(t)?m.shaders.get(t):m.shaders.set(t,m.createShaders(t)).get(t),this.update(e)}e.exports=m,m.dashMult=2,m.maxPatternLength=256,m.precisionThreshold=3e6,m.maxPoints=1e4,m.maxLines=2048,m.shaders=new d,m.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashPattern:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashSize:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},i=t(a({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\n\\nuniform float dashSize, pixelRatio, thickness, opacity, id;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(a({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\nuniform float dashSize, pixelRatio, thickness, opacity, id, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=i}return{fill:t({primitive:\"triangle\",elements:function(t,e){return e.triangles},offset:0,vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position, positionFract;\\n\\nuniform vec4 color;\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio, id;\\nuniform vec4 viewport;\\nuniform float opacity;\\n\\nvarying vec4 fragColor;\\n\\nconst float MAX_LINES = 256.;\\n\\nvoid main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = fragColor;\\n}\\n\"]),uniforms:{scale:t.prop(\"scale\"),color:t.prop(\"fill\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{position:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8},positionFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8}},blend:n.blend,depth:{enable:!1},scissor:n.scissor,stencil:n.stencil,viewport:n.viewport}),rect:i,miter:e}},m.defaults={dashes:null,join:\"miter\",miterLimit:1,thickness:10,cap:\"square\",color:\"black\",opacity:1,overlay:!1,viewport:null,range:null,close:!1,fill:null},m.prototype.render=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];e.length&&(t=this).update.apply(t,e),this.draw()},m.prototype.draw=function(){for(var t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>m.precisionThreshold||e.scale[1]*e.viewport.height>m.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=m.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},m.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,f){var d=e.passes[f];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin join type mode\",miterLimit:\"miterlimit miterLimit\",dashes:\"dash dashes dasharray dash-array dashArray\",color:\"color colour stroke colors colours stroke-color strokeColor\",fill:\"fill fill-color fillColor\",opacity:\"alpha opacity\",overlay:\"overlay crease overlap intersect\",close:\"closed close closed-path closePath\",range:\"range dataBox\",viewport:\"viewport viewBox\",hole:\"holes hole hollow\"}),d||(e.passes[f]=d={id:f,scale:null,scaleFract:null,translate:null,translateFract:null,count:0,hole:[],depth:0,dashLength:1,dashTexture:r.texture({channels:1,data:new Uint8Array([255]),width:1,height:1,mag:\"linear\",min:\"linear\"}),colorBuffer:r.buffer({usage:\"dynamic\",type:\"uint8\",data:new Uint8Array}),positionBuffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array}),positionFractBuffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array})},t=a({},m.defaults,t)),null!=t.thickness&&(d.thickness=parseFloat(t.thickness)),null!=t.opacity&&(d.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(d.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(d.overlay=!!t.overlay,f<m.maxLines&&(d.depth=2*(m.maxLines-1-f%m.maxLines)/m.maxLines-1)),null!=t.join&&(d.join=t.join),null!=t.hole&&(d.hole=t.hole),null!=t.fill&&(d.fill=t.fill?n(t.fill,\"uint8\"):null),null!=t.viewport&&(d.viewport=g(t.viewport)),d.viewport||(d.viewport=g([o.drawingBufferWidth,o.drawingBufferHeight])),null!=t.close&&(d.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var v,y;if(t.positions.x&&t.positions.y){var x=t.positions.x,b=t.positions.y;y=d.count=Math.max(x.length,b.length),v=new Float64Array(2*y);for(var _=0;_<y;_++)v[2*_]=x[_],v[2*_+1]=b[_]}else v=l(t.positions,\"float64\"),y=d.count=Math.floor(v.length/2);var w=d.bounds=i(v,2);if(d.fill){for(var T=[],k={},M=0,A=0,S=0,E=d.count;A<E;A++){var C=v[2*A],L=v[2*A+1];isNaN(C)||isNaN(L)||null==C||null==L?(C=v[2*M],L=v[2*M+1],k[A]=M):M=A,T[S++]=C,T[S++]=L}for(var I=c(T,d.hole||[]),P=0,z=I.length;P<z;P++)null!=k[I[P]]&&(I[P]=k[I[P]]);d.triangles=I}var O=new Float64Array(v);u(O,2,w);var D=new Float64Array(2*y+6);d.close?v[0]===v[2*y-2]&&v[1]===v[2*y-1]?(D[0]=O[2*y-4],D[1]=O[2*y-3]):(D[0]=O[2*y-2],D[1]=O[2*y-1]):(D[0]=O[0],D[1]=O[1]),D.set(O,2),d.close?v[0]===v[2*y-2]&&v[1]===v[2*y-1]?(D[2*y+2]=O[2],D[2*y+3]=O[3],d.count-=1):(D[2*y+2]=O[0],D[2*y+3]=O[1],D[2*y+4]=O[2],D[2*y+5]=O[3]):(D[2*y+2]=O[2*y-2],D[2*y+3]=O[2*y-1],D[2*y+4]=O[2*y-2],D[2*y+5]=O[2*y-1]),d.positionBuffer(h(D)),d.positionFractBuffer(p(D))}if(t.range?d.range=t.range:d.range||(d.range=d.bounds),(t.range||t.positions)&&d.count){var R=d.bounds,F=R[2]-R[0],B=R[3]-R[1],N=d.range[2]-d.range[0],j=d.range[3]-d.range[1];d.scale=[F/N,B/j],d.translate=[-d.range[0]/N+R[0]/N||0,-d.range[1]/j+R[1]/j||0],d.scaleFract=p(d.scale),d.translateFract=p(d.translate)}if(t.dashes){var U,V=0;if(!t.dashes||t.dashes.length<2)V=1,U=new Uint8Array([255,255,255,255,255,255,255,255]);else{V=0;for(var q=0;q<t.dashes.length;++q)V+=t.dashes[q];U=new Uint8Array(V*m.dashMult);for(var H=0,G=255,Y=0;Y<2;Y++)for(var W=0;W<t.dashes.length;++W){for(var X=0,Z=t.dashes[W]*m.dashMult*.5;X<Z;++X)U[H++]=G;G^=255}}d.dashLength=V,d.dashTexture({channels:1,data:U,width:U.length,height:1,mag:\"linear\",min:\"linear\"},0,0)}if(t.color){var J=d.count,K=t.color;K||(K=\"transparent\");var Q=new Uint8Array(4*J+4);if(Array.isArray(K)&&\"number\"!=typeof K[0]){for(var $=0;$<J;$++){var tt=n(K[$],\"uint8\");Q.set(tt,4*$)}Q.set(n(K[0],\"uint8\"),4*J)}else for(var et=n(K,\"uint8\"),rt=0;rt<J+1;rt++)Q.set(et,4*rt);d.colorBuffer({usage:\"dynamic\",type:\"uint8\",data:Q})}}else e.passes[f]=null})),t.length<this.passes.length){for(var f=t.length;f<this.passes.length;f++){var d=this.passes[f];d&&(d.colorBuffer.destroy(),d.positionBuffer.destroy(),d.dashTexture.destroy())}this.passes.length=t.length}for(var v=[],y=0;y<this.passes.length;y++)null!==this.passes[y]&&v.push(this.passes[y]);return this.passes=v,this}},m.prototype.destroy=function(){return this.passes.forEach((function(t){t.colorBuffer.destroy(),t.positionBuffer.destroy(),t.dashTexture.destroy()})),this.passes.length=0,this}},{\"array-bounds\":70,\"array-normalize\":71,\"color-normalize\":125,earcut:177,\"es6-weak-map\":233,\"flatten-vertex-data\":244,glslify:536,\"object-assign\":499,\"parse-rect\":504,\"pick-by-alias\":511,\"to-float32\":577}],536:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],537:[function(t,e,r){\"use strict\";function n(t,e){return function(t){if(Array.isArray(t))return t}(t)||function(t,e){if(\"undefined\"==typeof Symbol||!(Symbol.iterator in Object(t)))return;var r=[],n=!0,i=!1,a=void 0;try{for(var o,s=t[Symbol.iterator]();!(n=(o=s.next()).done)&&(r.push(o.value),!e||r.length!==e);n=!0);}catch(t){i=!0,a=t}finally{try{n||null==s.return||s.return()}finally{if(i)throw a}}return r}(t,e)||a(t,e)||function(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function i(t){return function(t){if(Array.isArray(t))return o(t)}(t)||function(t){if(\"undefined\"!=typeof Symbol&&Symbol.iterator in Object(t))return Array.from(t)}(t)||a(t)||function(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function a(t,e){if(t){if(\"string\"==typeof t)return o(t,e);var r=Object.prototype.toString.call(t).slice(8,-1);return\"Object\"===r&&t.constructor&&(r=t.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(t):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?o(t,e):void 0}}function o(t,e){(null==e||e>t.length)&&(e=t.length);for(var r=0,n=new Array(e);r<e;r++)n[r]=t[r];return n}var s=t(\"color-normalize\"),l=t(\"array-bounds\"),c=t(\"color-id\"),u=t(\"@plotly/point-cluster\"),f=t(\"object-assign\"),h=t(\"glslify\"),p=t(\"pick-by-alias\"),d=t(\"update-diff\"),g=t(\"flatten-vertex-data\"),m=t(\"is-iexplorer\"),v=t(\"to-float32\"),y=t(\"parse-rect\"),x=b;function b(t,e){var r=this;if(!(this instanceof b))return new b(t,e);\"function\"==typeof t?(e||(e={}),e.regl=t):(e=t,t=null),e&&e.length&&(e.positions=e);var n,i=(t=e.regl)._gl,a=[];this.tooManyColors=m,n=t.texture({data:new Uint8Array(1020),width:255,height:1,type:\"uint8\",format:\"rgba\",wrapS:\"clamp\",wrapT:\"clamp\",mag:\"nearest\",min:\"nearest\"}),f(this,{regl:t,gl:i,groups:[],markerCache:[null],markerTextures:[null],palette:a,paletteIds:{},paletteTexture:n,maxColors:255,maxSize:100,canvas:i.canvas}),this.update(e);var o={uniforms:{constPointSize:!!e.constPointSize,pixelRatio:t.context(\"pixelRatio\"),palette:n,paletteSize:function(t,e){return[r.tooManyColors?0:255,n.height]},scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translate:t.prop(\"translate\"),translateFract:t.prop(\"translateFract\"),opacity:t.prop(\"opacity\"),marker:t.prop(\"markerTexture\")},attributes:{x:function(t,e){return e.xAttr||{buffer:e.positionBuffer,stride:8,offset:0}},y:function(t,e){return e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return e.borderSize.length?{buffer:e.sizeBuffer,stride:2,offset:1}:{constant:[Math.round(255*e.borderSize/r.maxSize)]}},colorId:function(t,e){return e.color.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:0}:{constant:r.tooManyColors?a.slice(4*e.color,4*e.color+4):[e.color]}},borderColorId:function(t,e){return e.borderColor.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:r.tooManyColors?4:2}:{constant:r.tooManyColors?a.slice(4*e.borderColor,4*e.borderColor+4):[e.borderColor]}},isActive:function(t,e){return!0===e.activation?{constant:[1]}:e.activation?e.activation:{constant:[0]}}},blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:{enable:!1},depth:{enable:!1},elements:t.prop(\"elements\"),count:t.prop(\"count\"),offset:t.prop(\"offset\"),primitive:\"points\"},s=f({},o);s.frag=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nuniform sampler2D marker;\\nuniform float opacity;\\n\\nfloat smoothStep(float x, float y) {\\n  return 1.0 / (1.0 + exp(50.0*(x - y)));\\n}\\n\\nvoid main() {\\n  float dist = texture2D(marker, gl_PointCoord).r, delta = fragWidth;\\n\\n  // max-distance alpha\\n  if (dist < 0.003) discard;\\n\\n  // null-border case\\n  if (fragBorderColorLevel == fragColorLevel || fragBorderColor.a == 0.) {\\n    float colorAmt = smoothstep(.5 - delta, .5 + delta, dist);\\n    gl_FragColor = vec4(fragColor.rgb, colorAmt * fragColor.a * opacity);\\n  }\\n  else {\\n    float borderColorAmt = smoothstep(fragBorderColorLevel - delta, fragBorderColorLevel + delta, dist);\\n    float colorAmt = smoothstep(fragColorLevel - delta, fragColorLevel + delta, dist);\\n\\n    vec4 color = fragBorderColor;\\n    color.a *= borderColorAmt;\\n    color = mix(color, fragColor, colorAmt);\\n    color.a *= opacity;\\n\\n    gl_FragColor = color;\\n  }\\n\\n}\\n\"]),s.vert=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform float pixelRatio;\\nuniform bool constPointSize;\\nuniform sampler2D palette;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = 2. * size * pointSizeScale;\\n  fragPointSize = size * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\"]),this.drawMarker=t(s);var l=f({},o);l.frag=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\n\\nuniform float opacity;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio;\\nuniform bool constPointSize;\\nuniform sampler2D palette;\\nuniform vec2 paletteSize;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pointSizeScale;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),m&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}b.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},b.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},b.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var i=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var a=0;a<r.length;a++)this.drawItem(a,r[a]);else i.forEach((function(e,r){t.drawItem(r)}));return this},b.prototype.drawItem=function(t,e){var r=this.groups,n=r[t];if(\"number\"==typeof e&&(t=e,n=r[e],e=null),n&&n.count&&n.opacity){n.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,n,e));for(var a=[],o=1;o<n.activation.length;o++)n.activation[o]&&(!0===n.activation[o]||n.activation[o].data.length)&&a.push.apply(a,i(this.getMarkerDrawOptions(o,n,e)));a.length&&this.drawMarker(a)}},b.prototype.getMarkerDrawOptions=function(t,e,r){var i=e.range,a=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,c=e.count;this.regl;if(!a)return r?[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var u=[],h=a.range(i,{lod:!0,px:[(i[2]-i[0])/o.width,(i[3]-i[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(c),g=0;g<r.length;g++){var m=r[g];d[m]=p?p[m]:1}l.subdata(d)}for(var v=h.length;v--;){var y=n(h[v],2),x=y[0],b=y[1];u.push(f({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return u},b.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var i=this.groups,a=this.gl,o=this.regl,s=this.maxSize,c=this.maxColors,h=this.palette;this.groups=i=r.map((function(e,r){var n=i[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=p(e,{positions:\"positions data points\",snap:\"snap cluster lod tree\",size:\"sizes size radius\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",color:\"colors color fill fill-color fillColor\",borderColor:\"borderColors borderColor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range dataBox databox\",viewport:\"viewport viewPort viewBox viewbox\",opacity:\"opacity alpha transparency\",bounds:\"bound bounds boundaries limits\",tooManyColors:\"tooManyColors palette paletteMode optimizePalette enablePalette\"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(i[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:\"stream\",type:\"uint8\"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"})},e=f({},b.defaults,e)),e.positions&&!(\"marker\"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!(\"positions\"in e)&&(e.positions=n.positions,delete n.positions);var m=0,x=0;if(d(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=b.defaults.size),m+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=b.defaults.borderSize),m+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=b.defaults.color),e=t.updateColor(e),x++,e},borderColor:function(e,r){return null==e&&(e=b.defaults.borderColor),e=t.updateColor(e),x++,e},bounds:function(t,e,r){return\"range\"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,i=e.positionBuffer,a=e.positionFractBuffer,s=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=g(t,\"float64\");var c=e.count=Math.floor(t.length/2),f=e.bounds=c?l(t,2):null;if(r.range||e.range||(delete e.range,r.range=f),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:f}):n&&n.length&&(e.tree=n),e.tree){var h={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(h):e.elements=o.elements(h)}return i({data:v.float(t),usage:\"dynamic\"}),a({data:v.fract(t),usage:\"dynamic\"}),s({data:new Uint8Array(c),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var i=r.activation;if(i.forEach((function(t){return t&&t.destroy&&t.destroy()})),i.length=0,e&&\"number\"!=typeof e[0]){for(var a=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var c=t.addMarker(e[s]);a[c]||(a[c]=new Uint8Array(r.count)),a[c][s]=1}for(var u=0;u<a.length;u++)if(a[u]){var f={data:a[u],type:\"uint8\",usage:\"static\"};i[u]?i[u](f):i[u]=o.buffer(f),i[u].data=a[u]}}else{i[t.addMarker(e)]=!0}return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=v.fract(e.scale),e.translateFract=v.fract(e.translate),t},viewport:function(t){return y(t||[a.drawingBufferWidth,a.drawingBufferHeight])}}]),m){var _=n,w=_.count,T=_.size,k=_.borderSize,M=_.sizeBuffer,A=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)A[2*S]=Math.round(255*(null==T[S]?T:T[S])/s),A[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/s);M({data:A,usage:\"dynamic\"})}if(x){var E,C=n,L=C.count,I=C.color,P=C.borderColor,z=C.colorBuffer;if(t.tooManyColors){if(I.length||P.length){E=new Uint8Array(8*L);for(var O=0;O<L;O++){var D=I[O];E[8*O]=h[4*D],E[8*O+1]=h[4*D+1],E[8*O+2]=h[4*D+2],E[8*O+3]=h[4*D+3];var R=P[O];E[8*O+4]=h[4*R],E[8*O+5]=h[4*R+1],E[8*O+6]=h[4*R+2],E[8*O+7]=h[4*R+3]}}}else if(I.length||P.length){E=new Uint8Array(4*L+2);for(var F=0;F<L;F++)null!=I[F]&&(E[4*F]=I[F]%c,E[4*F+1]=Math.floor(I[F]/c)),null!=P[F]&&(E[4*F+2]=P[F]%c,E[4*F+3]=Math.floor(P[F]/c))}z({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},b.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,i=this.markerCache,a=null==t?0:i.indexOf(t);if(a>=0)return a;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return a=r.length,i.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:\"linear\",min:\"linear\"})),a},b.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var i=[];if(\"number\"==typeof t[0]){var a=[];if(Array.isArray(t))for(var o=0;o<t.length;o+=4)a.push(t.slice(o,o+4));else for(var l=0;l<t.length;l+=4)a.push(t.subarray(l,l+4));t=a}for(var u=0;u<t.length;u++){var f=t[u];f=s(f,\"uint8\");var h=c(f,!1);if(null==e[h]){var p=r.length;e[h]=Math.floor(p/4),r[p]=f[0],r[p+1]=f[1],r[p+2]=f[2],r[p+3]=f[3]}i[u]=e[h]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===i.length?i[0]:i},b.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var i=.25*(t=t.slice()).length%e;i<n*e;i++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},b.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var _=t(\"object-assign\");e.exports=function(t,e){var r=new x(t,e),n=r.render.bind(r);return _(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},{\"@plotly/point-cluster\":57,\"array-bounds\":70,\"color-id\":123,\"color-normalize\":125,\"flatten-vertex-data\":244,glslify:538,\"is-iexplorer\":466,\"object-assign\":499,\"parse-rect\":504,\"pick-by-alias\":511,\"to-float32\":577,\"update-diff\":599}],538:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],539:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),i=t(\"pick-by-alias\"),a=t(\"array-bounds\"),o=t(\"raf\"),s=t(\"array-range\"),l=t(\"parse-rect\"),c=t(\"flatten-vertex-data\");function u(t,e){if(!(this instanceof u))return new u(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function f(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function h(t,e,r){var n,i,a,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],i=s[3]):s.length?(n=s[0],i=s[1]):(s.x,n=s.y,s.x+s.width,i=s.y+s.height),l.length>2?(a=l[0],o=l[2],l[1],l[3]):l.length?(a=l[0],o=l[1]):(a=l.x,l.y,o=l.x+l.width,l.y+l.height),[a,n,o,i]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}e.exports=u,u.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},u.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var i=[],a=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,c=0;c<l.length;c++)i.push(this.passes[l[c]]);s.passOffset=a,a+=s.passes.length}return(t=this.scatter).update.apply(t,i),this}},u.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=i(e,{data:\"data items columns rows values dimensions samples x\",snap:\"snap cluster\",size:\"sizes size radius\",color:\"colors color fill fill-color fillColor\",opacity:\"opacity alpha transparency opaque\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",borderColor:\"borderColors borderColor bordercolor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range ranges databox dataBox\",viewport:\"viewport viewBox viewbox\",domain:\"domain domains area areas\",padding:\"pad padding paddings pads margin margins\",transpose:\"transpose transposed\",diagonal:\"diagonal diag showDiagonal\",upper:\"upper up top upperhalf upperHalf showupperhalf showUpper showUpperHalf\",lower:\"lower low bottom lowerhalf lowerHalf showlowerhalf showLowerHalf showLower\"}),s=this.traces[t]||(this.traces[t]={id:t,buffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array}),color:\"black\",marker:null,size:12,borderColor:\"transparent\",borderSize:1,viewport:l([r._gl.drawingBufferWidth,r._gl.drawingBufferHeight]),padding:[0,0,0,0],opacity:1,diagonal:!0,upper:!0,lower:!0});if(null!=o.color&&(s.color=o.color),null!=o.size&&(s.size=o.size),null!=o.marker&&(s.marker=o.marker),null!=o.borderColor&&(s.borderColor=o.borderColor),null!=o.borderSize&&(s.borderSize=o.borderSize),null!=o.opacity&&(s.opacity=o.opacity),o.viewport&&(s.viewport=l(o.viewport)),null!=o.diagonal&&(s.diagonal=o.diagonal),null!=o.upper&&(s.upper=o.upper),null!=o.lower&&(s.lower=o.lower),o.data){s.buffer(c(o.data)),s.columns=o.data.length,s.count=o.data[0].length,s.bounds=[];for(var u=0;u<s.columns;u++)s.bounds[u]=a(o.data[u],1)}o.range&&(s.range=o.range,n=s.range&&\"number\"!=typeof s.range[0]),o.domain&&(s.domain=o.domain);var d=!1;null!=o.padding&&(Array.isArray(o.padding)&&o.padding.length===s.columns&&\"number\"==typeof o.padding[o.padding.length-1]?(s.padding=o.padding.map(p),d=!0):s.padding=p(o.padding));var g=s.columns,m=s.count,v=s.viewport.width,y=s.viewport.height,x=s.viewport.x,b=s.viewport.y,_=v/g,w=y/g;s.passes=[];for(var T=0;T<g;T++)for(var k=0;k<g;k++)if((s.diagonal||k!==T)&&(s.upper||!(T>k))&&(s.lower||!(T<k))){var M=f(s.id,T,k),A=this.passes[M]||(this.passes[M]={});if(o.data&&(o.transpose?A.positions={x:{buffer:s.buffer,offset:k,count:m,stride:g},y:{buffer:s.buffer,offset:T,count:m,stride:g}}:A.positions={x:{buffer:s.buffer,offset:k*m,count:m},y:{buffer:s.buffer,offset:T*m,count:m}},A.bounds=h(s.bounds,T,k)),o.domain||o.viewport||o.data){var S=d?h(s.padding,T,k):s.padding;if(s.domain){var E=h(s.domain,T,k),C=E[0],L=E[1],I=E[2],P=E[3];A.viewport=[x+C*v+S[0],b+L*y+S[1],x+I*v-S[2],b+P*y-S[3]]}else A.viewport=[x+k*_+_*S[0],b+T*w+w*S[1],x+(k+1)*_-_*S[2],b+(T+1)*w-w*S[3]]}o.color&&(A.color=s.color),o.size&&(A.size=s.size),o.marker&&(A.marker=s.marker),o.borderSize&&(A.borderSize=s.borderSize),o.borderColor&&(A.borderColor=s.borderColor),o.opacity&&(A.opacity=s.opacity),o.range&&(A.range=n?h(s.range,T,k):s.range||A.bounds),s.passes.push(M)}return this},u.prototype.draw=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=[],i=0;i<e.length;i++)if(\"number\"==typeof e[i]){var a=this.traces[e[i]],o=a.passes,l=a.passOffset;n.push.apply(n,s(l,l+o.length))}else if(e[i].length){var c=e[i],u=this.traces[i],f=u.passes,h=u.passOffset;f=f.map((function(t,e){n[h+e]=c}))}(t=this.scatter).draw.apply(t,n)}else this.scatter.draw();return this},u.prototype.destroy=function(){return this.traces.forEach((function(t){t.buffer&&t.buffer.destroy&&t.buffer.destroy()})),this.traces=null,this.passes=null,this.scatter.destroy(),this}},{\"array-bounds\":70,\"array-range\":72,\"flatten-vertex-data\":244,\"parse-rect\":504,\"pick-by-alias\":511,raf:528,\"regl-scatter2d\":537}],540:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?e.exports=n():t.createREGL=n()}(this,(function(){function t(t,e){this.id=V++,this.type=t,this.data=e}function e(t){return\"[\"+function t(e){if(0===e.length)return[];var r=e.charAt(0),n=e.charAt(e.length-1);if(1<e.length&&r===n&&('\"'===r||\"'\"===r))return['\"'+e.substr(1,e.length-2).replace(/\\\\/g,\"\\\\\\\\\").replace(/\"/g,'\\\\\"')+'\"'];if(r=/\\[(false|true|null|\\d+|'[^']*'|\"[^\"]*\")\\]/.exec(e))return t(e.substr(0,r.index)).concat(t(r[1])).concat(t(e.substr(r.index+r[0].length)));if(1===(r=e.split(\".\")).length)return['\"'+e.replace(/\\\\/g,\"\\\\\\\\\").replace(/\"/g,'\\\\\"')+'\"'];for(e=[],n=0;n<r.length;++n)e=e.concat(t(r[n]));return e}(t).join(\"][\")+\"]\"}function r(t){return\"string\"==typeof t?t.split():t}function n(t){return\"string\"==typeof t?document.querySelector(t):t}function i(t){var e,i,a,o,s=t||{};t={};var l=[],c=[],u=\"undefined\"==typeof window?1:window.devicePixelRatio,f=!1,h=function(t){},p=function(){};if(\"string\"==typeof s?e=document.querySelector(s):\"object\"==typeof s&&(\"string\"==typeof s.nodeName&&\"function\"==typeof s.appendChild&&\"function\"==typeof s.getBoundingClientRect?e=s:\"function\"==typeof s.drawArrays||\"function\"==typeof s.drawElements?a=(o=s).canvas:(\"gl\"in s?o=s.gl:\"canvas\"in s?a=n(s.canvas):\"container\"in s&&(i=n(s.container)),\"attributes\"in s&&(t=s.attributes),\"extensions\"in s&&(l=r(s.extensions)),\"optionalExtensions\"in s&&(c=r(s.optionalExtensions)),\"onDone\"in s&&(h=s.onDone),\"profile\"in s&&(f=!!s.profile),\"pixelRatio\"in s&&(u=+s.pixelRatio))),e&&(\"canvas\"===e.nodeName.toLowerCase()?a=e:i=e),!o){if(!a){if(!(e=function(t,e,r){function n(){var e=window.innerWidth,n=window.innerHeight;t!==document.body&&(e=(n=t.getBoundingClientRect()).right-n.left,n=n.bottom-n.top),a.width=r*e,a.height=r*n,U(a.style,{width:e+\"px\",height:n+\"px\"})}var i,a=document.createElement(\"canvas\");return U(a.style,{border:0,margin:0,padding:0,top:0,left:0}),t.appendChild(a),t===document.body&&(a.style.position=\"absolute\",U(t.style,{margin:0,padding:0})),t!==document.body&&\"function\"==typeof ResizeObserver?(i=new ResizeObserver((function(){setTimeout(n)}))).observe(t):window.addEventListener(\"resize\",n,!1),n(),{canvas:a,onDestroy:function(){i?i.disconnect():window.removeEventListener(\"resize\",n),t.removeChild(a)}}}(i||document.body,0,u)))return null;a=e.canvas,p=e.onDestroy}void 0===t.premultipliedAlpha&&(t.premultipliedAlpha=!0),o=function(t,e){function r(r){try{return t.getContext(r,e)}catch(t){return null}}return r(\"webgl\")||r(\"experimental-webgl\")||r(\"webgl-experimental\")}(a,t)}return o?{gl:o,canvas:a,container:i,extensions:l,optionalExtensions:c,pixelRatio:u,profile:f,onDone:h,onDestroy:p}:(p(),h(\"webgl not supported, try upgrading your browser or graphics drivers http://get.webgl.org\"),null)}function a(t,e){for(var r=Array(t),n=0;n<t;++n)r[n]=e(n);return r}function o(t){var e,r;return e=(65535<t)<<4,e|=r=(255<(t>>>=e))<<3,(e|=r=(15<(t>>>=r))<<2)|(r=(3<(t>>>=r))<<1)|t>>>r>>1}function s(){function t(t){t:{for(var e=16;268435456>=e;e*=16)if(t<=e){t=e;break t}t=0}return 0<(e=r[o(t)>>2]).length?e.pop():new ArrayBuffer(t)}function e(t){r[o(t.byteLength)>>2].push(t)}var r=a(8,(function(){return[]}));return{alloc:t,free:e,allocType:function(e,r){var n=null;switch(e){case 5120:n=new Int8Array(t(r),0,r);break;case 5121:n=new Uint8Array(t(r),0,r);break;case 5122:n=new Int16Array(t(2*r),0,r);break;case 5123:n=new Uint16Array(t(2*r),0,r);break;case 5124:n=new Int32Array(t(4*r),0,r);break;case 5125:n=new Uint32Array(t(4*r),0,r);break;case 5126:n=new Float32Array(t(4*r),0,r);break;default:return null}return n.length!==r?n.subarray(0,r):n},freeType:function(t){e(t.buffer)}}}function l(t){return!!t&&\"object\"==typeof t&&Array.isArray(t.shape)&&Array.isArray(t.stride)&&\"number\"==typeof t.offset&&t.shape.length===t.stride.length&&(Array.isArray(t.data)||X(t.data))}function c(t,e,r,n,i,a){for(var o=0;o<e;++o)for(var s=t[o],l=0;l<r;++l)for(var c=s[l],u=0;u<n;++u)i[a++]=c[u]}function u(t){return 0|K[Object.prototype.toString.call(t)]}function f(t,e){for(var r=0;r<e.length;++r)t[r]=e[r]}function h(t,e,r,n,i,a,o){for(var s=0,l=0;l<r;++l)for(var c=0;c<n;++c)t[s++]=e[i*l+a*c+o]}function p(t,e,r,n){function i(e){this.id=c++,this.buffer=t.createBuffer(),this.type=e,this.usage=35044,this.byteLength=0,this.dimension=1,this.dtype=5121,this.persistentData=null,r.profile&&(this.stats={size:0})}function a(e,r,n){e.byteLength=r.byteLength,t.bufferData(e.type,r,n)}function o(t,e,r,n,i,o){if(t.usage=r,Array.isArray(e)){if(t.dtype=n||5126,0<e.length)if(Array.isArray(e[0])){i=et(e);for(var s=n=1;s<i.length;++s)n*=i[s];t.dimension=n,a(t,e=tt(e,i,t.dtype),r),o?t.persistentData=e:Y.freeType(e)}else\"number\"==typeof e[0]?(t.dimension=i,f(i=Y.allocType(t.dtype,e.length),e),a(t,i,r),o?t.persistentData=i:Y.freeType(i)):X(e[0])&&(t.dimension=e[0].length,t.dtype=n||u(e[0])||5126,a(t,e=tt(e,[e.length,e[0].length],t.dtype),r),o?t.persistentData=e:Y.freeType(e))}else if(X(e))t.dtype=n||u(e),t.dimension=i,a(t,e,r),o&&(t.persistentData=new Uint8Array(new Uint8Array(e.buffer)));else if(l(e)){i=e.shape;var c=e.stride,p=(s=e.offset,0),d=0,g=0,m=0;1===i.length?(p=i[0],d=1,g=c[0],m=0):2===i.length&&(p=i[0],d=i[1],g=c[0],m=c[1]),t.dtype=n||u(e.data)||5126,t.dimension=d,h(i=Y.allocType(t.dtype,p*d),e.data,p,d,g,m,s),a(t,i,r),o?t.persistentData=i:Y.freeType(i)}else e instanceof ArrayBuffer&&(t.dtype=5121,t.dimension=i,a(t,e,r),o&&(t.persistentData=new Uint8Array(new Uint8Array(e))))}function s(r){e.bufferCount--,n(r),t.deleteBuffer(r.buffer),r.buffer=null,delete p[r.id]}var c=0,p={};i.prototype.bind=function(){t.bindBuffer(this.type,this.buffer)},i.prototype.destroy=function(){s(this)};var d=[];return r.profile&&(e.getTotalBufferSize=function(){var t=0;return Object.keys(p).forEach((function(e){t+=p[e].stats.size})),t}),{create:function(n,a,c,d){function g(e){var n=35044,i=null,a=0,s=0,c=1;return Array.isArray(e)||X(e)||l(e)||e instanceof ArrayBuffer?i=e:\"number\"==typeof e?a=0|e:e&&(\"data\"in e&&(i=e.data),\"usage\"in e&&(n=$[e.usage]),\"type\"in e&&(s=Q[e.type]),\"dimension\"in e&&(c=0|e.dimension),\"length\"in e&&(a=0|e.length)),m.bind(),i?o(m,i,n,s,c,d):(a&&t.bufferData(m.type,a,n),m.dtype=s||5121,m.usage=n,m.dimension=c,m.byteLength=a),r.profile&&(m.stats.size=m.byteLength*rt[m.dtype]),g}e.bufferCount++;var m=new i(a);return p[m.id]=m,c||g(n),g._reglType=\"buffer\",g._buffer=m,g.subdata=function(e,r){var n,i=0|(r||0);if(m.bind(),X(e)||e instanceof ArrayBuffer)t.bufferSubData(m.type,i,e);else if(Array.isArray(e)){if(0<e.length)if(\"number\"==typeof e[0]){var a=Y.allocType(m.dtype,e.length);f(a,e),t.bufferSubData(m.type,i,a),Y.freeType(a)}else(Array.isArray(e[0])||X(e[0]))&&(n=et(e),a=tt(e,n,m.dtype),t.bufferSubData(m.type,i,a),Y.freeType(a))}else if(l(e)){n=e.shape;var o=e.stride,s=a=0,c=0,p=0;1===n.length?(a=n[0],s=1,c=o[0],p=0):2===n.length&&(a=n[0],s=n[1],c=o[0],p=o[1]),n=Array.isArray(e.data)?m.dtype:u(e.data),h(n=Y.allocType(n,a*s),e.data,a,s,c,p,e.offset),t.bufferSubData(m.type,i,n),Y.freeType(n)}return g},r.profile&&(g.stats=m.stats),g.destroy=function(){s(m)},g},createStream:function(t,e){var r=d.pop();return r||(r=new i(t)),r.bind(),o(r,e,35040,0,1,!1),r},destroyStream:function(t){d.push(t)},clear:function(){Z(p).forEach(s),d.forEach(s)},getBuffer:function(t){return t&&t._buffer instanceof i?t._buffer:null},restore:function(){Z(p).forEach((function(e){e.buffer=t.createBuffer(),t.bindBuffer(e.type,e.buffer),t.bufferData(e.type,e.persistentData||e.byteLength,e.usage)}))},_initBuffer:o}}function d(t,e,r,n){function i(t){this.id=c++,s[this.id]=this,this.buffer=t,this.primType=4,this.type=this.vertCount=0}function a(n,i,a,o,s,c,u){var f;if(n.buffer.bind(),i?((f=u)||X(i)&&(!l(i)||X(i.data))||(f=e.oes_element_index_uint?5125:5123),r._initBuffer(n.buffer,i,a,f,3)):(t.bufferData(34963,c,a),n.buffer.dtype=f||5121,n.buffer.usage=a,n.buffer.dimension=3,n.buffer.byteLength=c),f=u,!u){switch(n.buffer.dtype){case 5121:case 5120:f=5121;break;case 5123:case 5122:f=5123;break;case 5125:case 5124:f=5125}n.buffer.dtype=f}n.type=f,0>(i=s)&&(i=n.buffer.byteLength,5123===f?i>>=1:5125===f&&(i>>=2)),n.vertCount=i,i=o,0>o&&(i=4,1===(o=n.buffer.dimension)&&(i=0),2===o&&(i=1),3===o&&(i=4)),n.primType=i}function o(t){n.elementsCount--,delete s[t.id],t.buffer.destroy(),t.buffer=null}var s={},c=0,u={uint8:5121,uint16:5123};e.oes_element_index_uint&&(u.uint32=5125),i.prototype.bind=function(){this.buffer.bind()};var f=[];return{create:function(t,e){function s(t){if(t)if(\"number\"==typeof t)c(t),f.primType=4,f.vertCount=0|t,f.type=5121;else{var e=null,r=35044,n=-1,i=-1,o=0,h=0;Array.isArray(t)||X(t)||l(t)?e=t:(\"data\"in t&&(e=t.data),\"usage\"in t&&(r=$[t.usage]),\"primitive\"in t&&(n=nt[t.primitive]),\"count\"in t&&(i=0|t.count),\"type\"in t&&(h=u[t.type]),\"length\"in t?o=0|t.length:(o=i,5123===h||5122===h?o*=2:5125!==h&&5124!==h||(o*=4))),a(f,e,r,n,i,o,h)}else c(),f.primType=4,f.vertCount=0,f.type=5121;return s}var c=r.create(null,34963,!0),f=new i(c._buffer);return n.elementsCount++,s(t),s._reglType=\"elements\",s._elements=f,s.subdata=function(t,e){return c.subdata(t,e),s},s.destroy=function(){o(f)},s},createStream:function(t){var e=f.pop();return e||(e=new i(r.create(null,34963,!0,!1)._buffer)),a(e,t,35040,-1,-1,0,0),e},destroyStream:function(t){f.push(t)},getElements:function(t){return\"function\"==typeof t&&t._elements instanceof i?t._elements:null},clear:function(){Z(s).forEach(o)}}}function g(t){for(var e=Y.allocType(5123,t.length),r=0;r<t.length;++r)if(isNaN(t[r]))e[r]=65535;else if(1/0===t[r])e[r]=31744;else if(-1/0===t[r])e[r]=64512;else{it[0]=t[r];var n=(a=at[0])>>>31<<15,i=(a<<1>>>24)-127,a=a>>13&1023;e[r]=-24>i?n:-14>i?n+(a+1024>>-14-i):15<i?n+31744:n+(i+15<<10)+a}return e}function m(t){return Array.isArray(t)||X(t)}function v(t){return\"[object \"+t+\"]\"}function y(t){return Array.isArray(t)&&(0===t.length||\"number\"==typeof t[0])}function x(t){return!(!Array.isArray(t)||0===t.length||!m(t[0]))}function b(t){return Object.prototype.toString.call(t)}function _(t){if(!t)return!1;var e=b(t);return 0<=gt.indexOf(e)||(y(t)||x(t)||l(t))}function w(t,e){36193===t.type?(t.data=g(e),Y.freeType(e)):t.data=e}function T(t,e,r,n,i,a){if(t=\"undefined\"!=typeof vt[t]?vt[t]:lt[t]*mt[e],a&&(t*=6),i){for(n=0;1<=r;)n+=t*r*r,r/=2;return n}return t*r*n}function k(t,e,r,n,i,a,o){function s(){this.format=this.internalformat=6408,this.type=5121,this.flipY=this.premultiplyAlpha=this.compressed=!1,this.unpackAlignment=1,this.colorSpace=37444,this.channels=this.height=this.width=0}function c(t,e){t.internalformat=e.internalformat,t.format=e.format,t.type=e.type,t.compressed=e.compressed,t.premultiplyAlpha=e.premultiplyAlpha,t.flipY=e.flipY,t.unpackAlignment=e.unpackAlignment,t.colorSpace=e.colorSpace,t.width=e.width,t.height=e.height,t.channels=e.channels}function u(t,e){if(\"object\"==typeof e&&e){\"premultiplyAlpha\"in e&&(t.premultiplyAlpha=e.premultiplyAlpha),\"flipY\"in e&&(t.flipY=e.flipY),\"alignment\"in e&&(t.unpackAlignment=e.alignment),\"colorSpace\"in e&&(t.colorSpace=q[e.colorSpace]),\"type\"in e&&(t.type=H[e.type]);var r=t.width,n=t.height,i=t.channels,a=!1;\"shape\"in e?(r=e.shape[0],n=e.shape[1],3===e.shape.length&&(i=e.shape[2],a=!0)):(\"radius\"in e&&(r=n=e.radius),\"width\"in e&&(r=e.width),\"height\"in e&&(n=e.height),\"channels\"in e&&(i=e.channels,a=!0)),t.width=0|r,t.height=0|n,t.channels=0|i,r=!1,\"format\"in e&&(r=e.format,n=t.internalformat=G[r],t.format=at[n],r in H&&!(\"type\"in e)&&(t.type=H[r]),r in W&&(t.compressed=!0),r=!0),!a&&r?t.channels=lt[t.format]:a&&!r&&t.channels!==st[t.format]&&(t.format=t.internalformat=st[t.channels])}}function f(e){t.pixelStorei(37440,e.flipY),t.pixelStorei(37441,e.premultiplyAlpha),t.pixelStorei(37443,e.colorSpace),t.pixelStorei(3317,e.unpackAlignment)}function h(){s.call(this),this.yOffset=this.xOffset=0,this.data=null,this.needsFree=!1,this.element=null,this.needsCopy=!1}function p(t,e){var r=null;if(_(e)?r=e:e&&(u(t,e),\"x\"in e&&(t.xOffset=0|e.x),\"y\"in e&&(t.yOffset=0|e.y),_(e.data)&&(r=e.data)),e.copy){var n=i.viewportWidth,a=i.viewportHeight;t.width=t.width||n-t.xOffset,t.height=t.height||a-t.yOffset,t.needsCopy=!0}else if(r){if(X(r))t.channels=t.channels||4,t.data=r,\"type\"in e||5121!==t.type||(t.type=0|K[Object.prototype.toString.call(r)]);else if(y(r)){switch(t.channels=t.channels||4,a=(n=r).length,t.type){case 5121:case 5123:case 5125:case 5126:(a=Y.allocType(t.type,a)).set(n),t.data=a;break;case 36193:t.data=g(n)}t.alignment=1,t.needsFree=!0}else if(l(r)){n=r.data,Array.isArray(n)||5121!==t.type||(t.type=0|K[Object.prototype.toString.call(n)]);a=r.shape;var o,s,c,f,h=r.stride;3===a.length?(c=a[2],f=h[2]):f=c=1,o=a[0],s=a[1],a=h[0],h=h[1],t.alignment=1,t.width=o,t.height=s,t.channels=c,t.format=t.internalformat=st[c],t.needsFree=!0,o=f,r=r.offset,c=t.width,f=t.height,s=t.channels;for(var p=Y.allocType(36193===t.type?5126:t.type,c*f*s),d=0,v=0;v<f;++v)for(var T=0;T<c;++T)for(var k=0;k<s;++k)p[d++]=n[a*T+h*v+o*k+r];w(t,p)}else if(b(r)===ct||b(r)===ut||b(r)===ft)b(r)===ct||b(r)===ut?t.element=r:t.element=r.canvas,t.width=t.element.width,t.height=t.element.height,t.channels=4;else if(b(r)===ht)t.element=r,t.width=r.width,t.height=r.height,t.channels=4;else if(b(r)===pt)t.element=r,t.width=r.naturalWidth,t.height=r.naturalHeight,t.channels=4;else if(b(r)===dt)t.element=r,t.width=r.videoWidth,t.height=r.videoHeight,t.channels=4;else if(x(r)){for(n=t.width||r[0].length,a=t.height||r.length,h=t.channels,h=m(r[0][0])?h||r[0][0].length:h||1,o=J.shape(r),c=1,f=0;f<o.length;++f)c*=o[f];c=Y.allocType(36193===t.type?5126:t.type,c),J.flatten(r,o,\"\",c),w(t,c),t.alignment=1,t.width=n,t.height=a,t.channels=h,t.format=t.internalformat=st[h],t.needsFree=!0}}else t.width=t.width||1,t.height=t.height||1,t.channels=t.channels||4}function d(e,r,i,a,o){var s=e.element,l=e.data,c=e.internalformat,u=e.format,h=e.type,p=e.width,d=e.height;f(e),s?t.texSubImage2D(r,o,i,a,u,h,s):e.compressed?t.compressedTexSubImage2D(r,o,i,a,c,p,d,l):e.needsCopy?(n(),t.copyTexSubImage2D(r,o,i,a,e.xOffset,e.yOffset,p,d)):t.texSubImage2D(r,o,i,a,p,d,u,h,l)}function v(){return gt.pop()||new h}function k(t){t.needsFree&&Y.freeType(t.data),h.call(t),gt.push(t)}function M(){s.call(this),this.genMipmaps=!1,this.mipmapHint=4352,this.mipmask=0,this.images=Array(16)}function A(t,e,r){var n=t.images[0]=v();t.mipmask=1,n.width=t.width=e,n.height=t.height=r,n.channels=t.channels=4}function S(t,e){var r=null;if(_(e))c(r=t.images[0]=v(),t),p(r,e),t.mipmask=1;else if(u(t,e),Array.isArray(e.mipmap))for(var n=e.mipmap,i=0;i<n.length;++i)c(r=t.images[i]=v(),t),r.width>>=i,r.height>>=i,p(r,n[i]),t.mipmask|=1<<i;else c(r=t.images[0]=v(),t),p(r,e),t.mipmask=1;c(t,t.images[0])}function E(e,r){for(var i=e.images,a=0;a<i.length&&i[a];++a){var o=i[a],s=r,l=a,c=o.element,u=o.data,h=o.internalformat,p=o.format,d=o.type,g=o.width,m=o.height;f(o),c?t.texImage2D(s,l,p,p,d,c):o.compressed?t.compressedTexImage2D(s,l,h,g,m,0,u):o.needsCopy?(n(),t.copyTexImage2D(s,l,p,o.xOffset,o.yOffset,g,m,0)):t.texImage2D(s,l,p,g,m,0,p,d,u||null)}}function C(){var t=mt.pop()||new M;s.call(t);for(var e=t.mipmask=0;16>e;++e)t.images[e]=null;return t}function L(t){for(var e=t.images,r=0;r<e.length;++r)e[r]&&k(e[r]),e[r]=null;mt.push(t)}function I(){this.magFilter=this.minFilter=9728,this.wrapT=this.wrapS=33071,this.anisotropic=1,this.genMipmaps=!1,this.mipmapHint=4352}function P(t,e){\"min\"in e&&(t.minFilter=V[e.min],0<=ot.indexOf(t.minFilter)&&!(\"faces\"in e)&&(t.genMipmaps=!0)),\"mag\"in e&&(t.magFilter=j[e.mag]);var r=t.wrapS,n=t.wrapT;if(\"wrap\"in e){var i=e.wrap;\"string\"==typeof i?r=n=N[i]:Array.isArray(i)&&(r=N[i[0]],n=N[i[1]])}else\"wrapS\"in e&&(r=N[e.wrapS]),\"wrapT\"in e&&(n=N[e.wrapT]);if(t.wrapS=r,t.wrapT=n,\"anisotropic\"in e&&(t.anisotropic=e.anisotropic),\"mipmap\"in e){switch(r=!1,typeof e.mipmap){case\"string\":t.mipmapHint=B[e.mipmap],r=t.genMipmaps=!0;break;case\"boolean\":r=t.genMipmaps=e.mipmap;break;case\"object\":t.genMipmaps=!1,r=!0}!r||\"min\"in e||(t.minFilter=9984)}}function z(r,n){t.texParameteri(n,10241,r.minFilter),t.texParameteri(n,10240,r.magFilter),t.texParameteri(n,10242,r.wrapS),t.texParameteri(n,10243,r.wrapT),e.ext_texture_filter_anisotropic&&t.texParameteri(n,34046,r.anisotropic),r.genMipmaps&&(t.hint(33170,r.mipmapHint),t.generateMipmap(n))}function O(e){s.call(this),this.mipmask=0,this.internalformat=6408,this.id=vt++,this.refCount=1,this.target=e,this.texture=t.createTexture(),this.unit=-1,this.bindCount=0,this.texInfo=new I,o.profile&&(this.stats={size:0})}function D(e){t.activeTexture(33984),t.bindTexture(e.target,e.texture)}function R(){var e=bt[0];e?t.bindTexture(e.target,e.texture):t.bindTexture(3553,null)}function F(e){var r=e.texture,n=e.unit,i=e.target;0<=n&&(t.activeTexture(33984+n),t.bindTexture(i,null),bt[n]=null),t.deleteTexture(r),e.texture=null,e.params=null,e.pixels=null,e.refCount=0,delete yt[e.id],a.textureCount--}var B={\"don't care\":4352,\"dont care\":4352,nice:4354,fast:4353},N={repeat:10497,clamp:33071,mirror:33648},j={nearest:9728,linear:9729},V=U({mipmap:9987,\"nearest mipmap nearest\":9984,\"linear mipmap nearest\":9985,\"nearest mipmap linear\":9986,\"linear mipmap linear\":9987},j),q={none:0,browser:37444},H={uint8:5121,rgba4:32819,rgb565:33635,\"rgb5 a1\":32820},G={alpha:6406,luminance:6409,\"luminance alpha\":6410,rgb:6407,rgba:6408,rgba4:32854,\"rgb5 a1\":32855,rgb565:36194},W={};e.ext_srgb&&(G.srgb=35904,G.srgba=35906),e.oes_texture_float&&(H.float32=H.float=5126),e.oes_texture_half_float&&(H.float16=H[\"half float\"]=36193),e.webgl_depth_texture&&(U(G,{depth:6402,\"depth stencil\":34041}),U(H,{uint16:5123,uint32:5125,\"depth stencil\":34042})),e.webgl_compressed_texture_s3tc&&U(W,{\"rgb s3tc dxt1\":33776,\"rgba s3tc dxt1\":33777,\"rgba s3tc dxt3\":33778,\"rgba s3tc dxt5\":33779}),e.webgl_compressed_texture_atc&&U(W,{\"rgb atc\":35986,\"rgba atc explicit alpha\":35987,\"rgba atc interpolated alpha\":34798}),e.webgl_compressed_texture_pvrtc&&U(W,{\"rgb pvrtc 4bppv1\":35840,\"rgb pvrtc 2bppv1\":35841,\"rgba pvrtc 4bppv1\":35842,\"rgba pvrtc 2bppv1\":35843}),e.webgl_compressed_texture_etc1&&(W[\"rgb etc1\"]=36196);var Q=Array.prototype.slice.call(t.getParameter(34467));Object.keys(W).forEach((function(t){var e=W[t];0<=Q.indexOf(e)&&(G[t]=e)}));var $=Object.keys(G);r.textureFormats=$;var tt=[];Object.keys(G).forEach((function(t){tt[G[t]]=t}));var et=[];Object.keys(H).forEach((function(t){et[H[t]]=t}));var rt=[];Object.keys(j).forEach((function(t){rt[j[t]]=t}));var nt=[];Object.keys(V).forEach((function(t){nt[V[t]]=t}));var it=[];Object.keys(N).forEach((function(t){it[N[t]]=t}));var at=$.reduce((function(t,r){var n=G[r];return 6409===n||6406===n||6409===n||6410===n||6402===n||34041===n||e.ext_srgb&&(35904===n||35906===n)?t[n]=n:32855===n||0<=r.indexOf(\"rgba\")?t[n]=6408:t[n]=6407,t}),{}),gt=[],mt=[],vt=0,yt={},xt=r.maxTextureUnits,bt=Array(xt).map((function(){return null}));return U(O.prototype,{bind:function(){this.bindCount+=1;var e=this.unit;if(0>e){for(var r=0;r<xt;++r){var n=bt[r];if(n){if(0<n.bindCount)continue;n.unit=-1}bt[r]=this,e=r;break}o.profile&&a.maxTextureUnits<e+1&&(a.maxTextureUnits=e+1),this.unit=e,t.activeTexture(33984+e),t.bindTexture(this.target,this.texture)}return e},unbind:function(){--this.bindCount},decRef:function(){0>=--this.refCount&&F(this)}}),o.profile&&(a.getTotalTextureSize=function(){var t=0;return Object.keys(yt).forEach((function(e){t+=yt[e].stats.size})),t}),{create2D:function(e,r){function n(t,e){var r=i.texInfo;I.call(r);var a=C();return\"number\"==typeof t?A(a,0|t,\"number\"==typeof e?0|e:0|t):t?(P(r,t),S(a,t)):A(a,1,1),r.genMipmaps&&(a.mipmask=(a.width<<1)-1),i.mipmask=a.mipmask,c(i,a),i.internalformat=a.internalformat,n.width=a.width,n.height=a.height,D(i),E(a,3553),z(r,3553),R(),L(a),o.profile&&(i.stats.size=T(i.internalformat,i.type,a.width,a.height,r.genMipmaps,!1)),n.format=tt[i.internalformat],n.type=et[i.type],n.mag=rt[r.magFilter],n.min=nt[r.minFilter],n.wrapS=it[r.wrapS],n.wrapT=it[r.wrapT],n}var i=new O(3553);return yt[i.id]=i,a.textureCount++,n(e,r),n.subimage=function(t,e,r,a){e|=0,r|=0,a|=0;var o=v();return c(o,i),o.width=0,o.height=0,p(o,t),o.width=o.width||(i.width>>a)-e,o.height=o.height||(i.height>>a)-r,D(i),d(o,3553,e,r,a),R(),k(o),n},n.resize=function(e,r){var a=0|e,s=0|r||a;if(a===i.width&&s===i.height)return n;n.width=i.width=a,n.height=i.height=s,D(i);for(var l=0;i.mipmask>>l;++l){var c=a>>l,u=s>>l;if(!c||!u)break;t.texImage2D(3553,l,i.format,c,u,0,i.format,i.type,null)}return R(),o.profile&&(i.stats.size=T(i.internalformat,i.type,a,s,!1,!1)),n},n._reglType=\"texture2d\",n._texture=i,o.profile&&(n.stats=i.stats),n.destroy=function(){i.decRef()},n},createCube:function(e,r,n,i,s,l){function f(t,e,r,n,i,a){var s,l=h.texInfo;for(I.call(l),s=0;6>s;++s)g[s]=C();if(\"number\"!=typeof t&&t){if(\"object\"==typeof t)if(e)S(g[0],t),S(g[1],e),S(g[2],r),S(g[3],n),S(g[4],i),S(g[5],a);else if(P(l,t),u(h,t),\"faces\"in t)for(t=t.faces,s=0;6>s;++s)c(g[s],h),S(g[s],t[s]);else for(s=0;6>s;++s)S(g[s],t)}else for(t=0|t||1,s=0;6>s;++s)A(g[s],t,t);for(c(h,g[0]),h.mipmask=l.genMipmaps?(g[0].width<<1)-1:g[0].mipmask,h.internalformat=g[0].internalformat,f.width=g[0].width,f.height=g[0].height,D(h),s=0;6>s;++s)E(g[s],34069+s);for(z(l,34067),R(),o.profile&&(h.stats.size=T(h.internalformat,h.type,f.width,f.height,l.genMipmaps,!0)),f.format=tt[h.internalformat],f.type=et[h.type],f.mag=rt[l.magFilter],f.min=nt[l.minFilter],f.wrapS=it[l.wrapS],f.wrapT=it[l.wrapT],s=0;6>s;++s)L(g[s]);return f}var h=new O(34067);yt[h.id]=h,a.cubeCount++;var g=Array(6);return f(e,r,n,i,s,l),f.subimage=function(t,e,r,n,i){r|=0,n|=0,i|=0;var a=v();return c(a,h),a.width=0,a.height=0,p(a,e),a.width=a.width||(h.width>>i)-r,a.height=a.height||(h.height>>i)-n,D(h),d(a,34069+t,r,n,i),R(),k(a),f},f.resize=function(e){if((e|=0)!==h.width){f.width=h.width=e,f.height=h.height=e,D(h);for(var r=0;6>r;++r)for(var n=0;h.mipmask>>n;++n)t.texImage2D(34069+r,n,h.format,e>>n,e>>n,0,h.format,h.type,null);return R(),o.profile&&(h.stats.size=T(h.internalformat,h.type,f.width,f.height,!1,!0)),f}},f._reglType=\"textureCube\",f._texture=h,o.profile&&(f.stats=h.stats),f.destroy=function(){h.decRef()},f},clear:function(){for(var e=0;e<xt;++e)t.activeTexture(33984+e),t.bindTexture(3553,null),bt[e]=null;Z(yt).forEach(F),a.cubeCount=0,a.textureCount=0},getTexture:function(t){return null},restore:function(){for(var e=0;e<xt;++e){var r=bt[e];r&&(r.bindCount=0,r.unit=-1,bt[e]=null)}Z(yt).forEach((function(e){e.texture=t.createTexture(),t.bindTexture(e.target,e.texture);for(var r=0;32>r;++r)if(0!=(e.mipmask&1<<r))if(3553===e.target)t.texImage2D(3553,r,e.internalformat,e.width>>r,e.height>>r,0,e.internalformat,e.type,null);else for(var n=0;6>n;++n)t.texImage2D(34069+n,r,e.internalformat,e.width>>r,e.height>>r,0,e.internalformat,e.type,null);z(e.texInfo,e.target)}))}}}function M(t,e,r,n,i,a){function o(t,e,r){this.target=t,this.texture=e,this.renderbuffer=r;var n=t=0;e?(t=e.width,n=e.height):r&&(t=r.width,n=r.height),this.width=t,this.height=n}function s(t){t&&(t.texture&&t.texture._texture.decRef(),t.renderbuffer&&t.renderbuffer._renderbuffer.decRef())}function l(t,e,r){t&&(t.texture?t.texture._texture.refCount+=1:t.renderbuffer._renderbuffer.refCount+=1)}function c(e,r){r&&(r.texture?t.framebufferTexture2D(36160,e,r.target,r.texture._texture.texture,0):t.framebufferRenderbuffer(36160,e,36161,r.renderbuffer._renderbuffer.renderbuffer))}function u(t){var e=3553,r=null,n=null,i=t;return\"object\"==typeof t&&(i=t.data,\"target\"in t&&(e=0|t.target)),\"texture2d\"===(t=i._reglType)||\"textureCube\"===t?r=i:\"renderbuffer\"===t&&(n=i,e=36161),new o(e,r,n)}function f(t,e,r,a,s){return r?((t=n.create2D({width:t,height:e,format:a,type:s}))._texture.refCount=0,new o(3553,t,null)):((t=i.create({width:t,height:e,format:a}))._renderbuffer.refCount=0,new o(36161,null,t))}function h(t){return t&&(t.texture||t.renderbuffer)}function p(t,e,r){t&&(t.texture?t.texture.resize(e,r):t.renderbuffer&&t.renderbuffer.resize(e,r),t.width=e,t.height=r)}function d(){this.id=T++,k[this.id]=this,this.framebuffer=t.createFramebuffer(),this.height=this.width=0,this.colorAttachments=[],this.depthStencilAttachment=this.stencilAttachment=this.depthAttachment=null}function g(t){t.colorAttachments.forEach(s),s(t.depthAttachment),s(t.stencilAttachment),s(t.depthStencilAttachment)}function m(e){t.deleteFramebuffer(e.framebuffer),e.framebuffer=null,a.framebufferCount--,delete k[e.id]}function v(e){var n;t.bindFramebuffer(36160,e.framebuffer);var i=e.colorAttachments;for(n=0;n<i.length;++n)c(36064+n,i[n]);for(n=i.length;n<r.maxColorAttachments;++n)t.framebufferTexture2D(36160,36064+n,3553,null,0);t.framebufferTexture2D(36160,33306,3553,null,0),t.framebufferTexture2D(36160,36096,3553,null,0),t.framebufferTexture2D(36160,36128,3553,null,0),c(36096,e.depthAttachment),c(36128,e.stencilAttachment),c(33306,e.depthStencilAttachment),t.checkFramebufferStatus(36160),t.isContextLost(),t.bindFramebuffer(36160,x.next?x.next.framebuffer:null),x.cur=x.next,t.getError()}function y(t,e){function r(t,e){var i,a=0,o=0,s=!0,c=!0;i=null;var p=!0,d=\"rgba\",m=\"uint8\",y=1,x=null,w=null,T=null,k=!1;\"number\"==typeof t?(a=0|t,o=0|e||a):t?(\"shape\"in t?(a=(o=t.shape)[0],o=o[1]):(\"radius\"in t&&(a=o=t.radius),\"width\"in t&&(a=t.width),\"height\"in t&&(o=t.height)),(\"color\"in t||\"colors\"in t)&&(i=t.color||t.colors,Array.isArray(i)),i||(\"colorCount\"in t&&(y=0|t.colorCount),\"colorTexture\"in t&&(p=!!t.colorTexture,d=\"rgba4\"),\"colorType\"in t&&(m=t.colorType,!p)&&(\"half float\"===m||\"float16\"===m?d=\"rgba16f\":\"float\"!==m&&\"float32\"!==m||(d=\"rgba32f\")),\"colorFormat\"in t&&(d=t.colorFormat,0<=b.indexOf(d)?p=!0:0<=_.indexOf(d)&&(p=!1))),(\"depthTexture\"in t||\"depthStencilTexture\"in t)&&(k=!(!t.depthTexture&&!t.depthStencilTexture)),\"depth\"in t&&(\"boolean\"==typeof t.depth?s=t.depth:(x=t.depth,c=!1)),\"stencil\"in t&&(\"boolean\"==typeof t.stencil?c=t.stencil:(w=t.stencil,s=!1)),\"depthStencil\"in t&&(\"boolean\"==typeof t.depthStencil?s=c=t.depthStencil:(T=t.depthStencil,c=s=!1))):a=o=1;var M=null,A=null,S=null,E=null;if(Array.isArray(i))M=i.map(u);else if(i)M=[u(i)];else for(M=Array(y),i=0;i<y;++i)M[i]=f(a,o,p,d,m);for(a=a||M[0].width,o=o||M[0].height,x?A=u(x):s&&!c&&(A=f(a,o,k,\"depth\",\"uint32\")),w?S=u(w):c&&!s&&(S=f(a,o,!1,\"stencil\",\"uint8\")),T?E=u(T):!x&&!w&&c&&s&&(E=f(a,o,k,\"depth stencil\",\"depth stencil\")),s=null,i=0;i<M.length;++i)l(M[i]),M[i]&&M[i].texture&&(c=bt[M[i].texture._texture.format]*_t[M[i].texture._texture.type],null===s&&(s=c));return l(A),l(S),l(E),g(n),n.width=a,n.height=o,n.colorAttachments=M,n.depthAttachment=A,n.stencilAttachment=S,n.depthStencilAttachment=E,r.color=M.map(h),r.depth=h(A),r.stencil=h(S),r.depthStencil=h(E),r.width=n.width,r.height=n.height,v(n),r}var n=new d;return a.framebufferCount++,r(t,e),U(r,{resize:function(t,e){var i=Math.max(0|t,1),a=Math.max(0|e||i,1);if(i===n.width&&a===n.height)return r;for(var o=n.colorAttachments,s=0;s<o.length;++s)p(o[s],i,a);return p(n.depthAttachment,i,a),p(n.stencilAttachment,i,a),p(n.depthStencilAttachment,i,a),n.width=r.width=i,n.height=r.height=a,v(n),r},_reglType:\"framebuffer\",_framebuffer:n,destroy:function(){m(n),g(n)},use:function(t){x.setFBO({framebuffer:r},t)}})}var x={cur:null,next:null,dirty:!1,setFBO:null},b=[\"rgba\"],_=[\"rgba4\",\"rgb565\",\"rgb5 a1\"];e.ext_srgb&&_.push(\"srgba\"),e.ext_color_buffer_half_float&&_.push(\"rgba16f\",\"rgb16f\"),e.webgl_color_buffer_float&&_.push(\"rgba32f\");var w=[\"uint8\"];e.oes_texture_half_float&&w.push(\"half float\",\"float16\"),e.oes_texture_float&&w.push(\"float\",\"float32\");var T=0,k={};return U(x,{getFramebuffer:function(t){return\"function\"==typeof t&&\"framebuffer\"===t._reglType&&(t=t._framebuffer)instanceof d?t:null},create:y,createCube:function(t){function e(t){var i,a={color:null},o=0,s=null;i=\"rgba\";var l=\"uint8\",c=1;if(\"number\"==typeof t?o=0|t:t?(\"shape\"in t?o=t.shape[0]:(\"radius\"in t&&(o=0|t.radius),\"width\"in t?o=0|t.width:\"height\"in t&&(o=0|t.height)),(\"color\"in t||\"colors\"in t)&&(s=t.color||t.colors,Array.isArray(s)),s||(\"colorCount\"in t&&(c=0|t.colorCount),\"colorType\"in t&&(l=t.colorType),\"colorFormat\"in t&&(i=t.colorFormat)),\"depth\"in t&&(a.depth=t.depth),\"stencil\"in t&&(a.stencil=t.stencil),\"depthStencil\"in t&&(a.depthStencil=t.depthStencil)):o=1,s)if(Array.isArray(s))for(t=[],i=0;i<s.length;++i)t[i]=s[i];else t=[s];else for(t=Array(c),s={radius:o,format:i,type:l},i=0;i<c;++i)t[i]=n.createCube(s);for(a.color=Array(t.length),i=0;i<t.length;++i)c=t[i],o=o||c.width,a.color[i]={target:34069,data:t[i]};for(i=0;6>i;++i){for(c=0;c<t.length;++c)a.color[c].target=34069+i;0<i&&(a.depth=r[0].depth,a.stencil=r[0].stencil,a.depthStencil=r[0].depthStencil),r[i]?r[i](a):r[i]=y(a)}return U(e,{width:o,height:o,color:t})}var r=Array(6);return e(t),U(e,{faces:r,resize:function(t){var n=0|t;if(n===e.width)return e;var i=e.color;for(t=0;t<i.length;++t)i[t].resize(n);for(t=0;6>t;++t)r[t].resize(n);return e.width=e.height=n,e},_reglType:\"framebufferCube\",destroy:function(){r.forEach((function(t){t.destroy()}))}})},clear:function(){Z(k).forEach(m)},restore:function(){x.cur=null,x.next=null,x.dirty=!0,Z(k).forEach((function(e){e.framebuffer=t.createFramebuffer(),v(e)}))}})}function A(){this.w=this.z=this.y=this.x=this.state=0,this.buffer=null,this.size=0,this.normalized=!1,this.type=5126,this.divisor=this.stride=this.offset=0}function S(t,e,r,n,i){function a(){this.id=++c,this.attributes=[];var t=e.oes_vertex_array_object;this.vao=t?t.createVertexArrayOES():null,u[this.id]=this,this.buffers=[]}var o=r.maxAttributes,s=Array(o);for(r=0;r<o;++r)s[r]=new A;var c=0,u={},f={Record:A,scope:{},state:s,currentVAO:null,targetVAO:null,restore:e.oes_vertex_array_object?function(){e.oes_vertex_array_object&&Z(u).forEach((function(t){t.refresh()}))}:function(){},createVAO:function(t){function e(t){for(var n=0;n<r.buffers.length;++n)r.buffers[n].destroy();r.buffers.length=0,(n=r.attributes).length=t.length;for(var a=0;a<t.length;++a){var o=t[a],s=n[a]=new A;Array.isArray(o)||X(o)||l(o)?(o=i.create(o,34962,!1,!0),s.buffer=i.getBuffer(o),s.size=0|s.buffer.dimension,s.normalized=!1,s.type=s.buffer.dtype,s.offset=0,s.stride=0,s.divisor=0,s.state=1,r.buffers.push(o)):i.getBuffer(o)?(s.buffer=i.getBuffer(o),s.size=0|s.buffer.dimension,s.normalized=!1,s.type=s.buffer.dtype,s.offset=0,s.stride=0,s.divisor=0,s.state=1):i.getBuffer(o.buffer)?(s.buffer=i.getBuffer(o.buffer),s.size=0|(+o.size||s.buffer.dimension),s.normalized=!!o.normalized||!1,s.type=\"type\"in o?Q[o.type]:s.buffer.dtype,s.offset=0|(o.offset||0),s.stride=0|(o.stride||0),s.divisor=0|(o.divisor||0),s.state=1):\"x\"in o&&(s.x=+o.x||0,s.y=+o.y||0,s.z=+o.z||0,s.w=+o.w||0,s.state=2)}return r.refresh(),e}var r=new a;return n.vaoCount+=1,e.destroy=function(){r.destroy()},e._vao=r,e._reglType=\"vao\",e(t)},getVAO:function(t){return\"function\"==typeof t&&t._vao?t._vao:null},destroyBuffer:function(e){for(var r=0;r<s.length;++r){var n=s[r];n.buffer===e&&(t.disableVertexAttribArray(r),n.buffer=null)}},setVAO:e.oes_vertex_array_object?function(t){if(t!==f.currentVAO){var r=e.oes_vertex_array_object;t?r.bindVertexArrayOES(t.vao):r.bindVertexArrayOES(null),f.currentVAO=t}}:function(r){if(r!==f.currentVAO){if(r)r.bindAttrs();else for(var n=e.angle_instanced_arrays,i=0;i<s.length;++i){var a=s[i];a.buffer?(t.enableVertexAttribArray(i),t.vertexAttribPointer(i,a.size,a.type,a.normalized,a.stride,a.offfset),n&&n.vertexAttribDivisorANGLE(i,a.divisor)):(t.disableVertexAttribArray(i),t.vertexAttrib4f(i,a.x,a.y,a.z,a.w))}f.currentVAO=r}},clear:e.oes_vertex_array_object?function(){Z(u).forEach((function(t){t.destroy()}))}:function(){}};return a.prototype.bindAttrs=function(){for(var r=e.angle_instanced_arrays,n=this.attributes,i=0;i<n.length;++i){var a=n[i];a.buffer?(t.enableVertexAttribArray(i),t.bindBuffer(34962,a.buffer.buffer),t.vertexAttribPointer(i,a.size,a.type,a.normalized,a.stride,a.offset),r&&r.vertexAttribDivisorANGLE(i,a.divisor)):(t.disableVertexAttribArray(i),t.vertexAttrib4f(i,a.x,a.y,a.z,a.w))}for(r=n.length;r<o;++r)t.disableVertexAttribArray(r)},a.prototype.refresh=function(){var t=e.oes_vertex_array_object;t&&(t.bindVertexArrayOES(this.vao),this.bindAttrs(),f.currentVAO=this)},a.prototype.destroy=function(){if(this.vao){var t=e.oes_vertex_array_object;this===f.currentVAO&&(f.currentVAO=null,t.bindVertexArrayOES(null)),t.deleteVertexArrayOES(this.vao),this.vao=null}u[this.id]&&(delete u[this.id],--n.vaoCount)},f}function E(t,e,r,n){function i(t,e,r,n){this.name=t,this.id=e,this.location=r,this.info=n}function a(t,e){for(var r=0;r<t.length;++r)if(t[r].id===e.id)return void(t[r].location=e.location);t.push(e)}function o(r,n,i){if(!(o=(i=35632===r?c:u)[n])){var a=e.str(n),o=t.createShader(r);t.shaderSource(o,a),t.compileShader(o),i[n]=o}return o}function s(t,e){this.id=p++,this.fragId=t,this.vertId=e,this.program=null,this.uniforms=[],this.attributes=[],n.profile&&(this.stats={uniformsCount:0,attributesCount:0})}function l(r,s,l){var c;c=o(35632,r.fragId);var u=o(35633,r.vertId);if(s=r.program=t.createProgram(),t.attachShader(s,c),t.attachShader(s,u),l)for(c=0;c<l.length;++c)u=l[c],t.bindAttribLocation(s,u[0],u[1]);t.linkProgram(s),u=t.getProgramParameter(s,35718),n.profile&&(r.stats.uniformsCount=u);var f=r.uniforms;for(c=0;c<u;++c)if(l=t.getActiveUniform(s,c))if(1<l.size)for(var h=0;h<l.size;++h){var p=l.name.replace(\"[0]\",\"[\"+h+\"]\");a(f,new i(p,e.id(p),t.getUniformLocation(s,p),l))}else a(f,new i(l.name,e.id(l.name),t.getUniformLocation(s,l.name),l));for(u=t.getProgramParameter(s,35721),n.profile&&(r.stats.attributesCount=u),r=r.attributes,c=0;c<u;++c)(l=t.getActiveAttrib(s,c))&&a(r,new i(l.name,e.id(l.name),t.getAttribLocation(s,l.name),l))}var c={},u={},f={},h=[],p=0;return n.profile&&(r.getMaxUniformsCount=function(){var t=0;return h.forEach((function(e){e.stats.uniformsCount>t&&(t=e.stats.uniformsCount)})),t},r.getMaxAttributesCount=function(){var t=0;return h.forEach((function(e){e.stats.attributesCount>t&&(t=e.stats.attributesCount)})),t}),{clear:function(){var e=t.deleteShader.bind(t);Z(c).forEach(e),c={},Z(u).forEach(e),u={},h.forEach((function(e){t.deleteProgram(e.program)})),h.length=0,f={},r.shaderCount=0},program:function(t,e,n,i){var a=f[e];a||(a=f[e]={});var o=a[t];return o&&!i?o:(e=new s(e,t),r.shaderCount++,l(e,n,i),o||(a[t]=e),h.push(e),e)},restore:function(){c={},u={};for(var t=0;t<h.length;++t)l(h[t],null,h[t].attributes.map((function(t){return[t.location,t.name]})))},shader:o,frag:-1,vert:-1}}function C(t,e,r,n,i,a,o){function s(i){var a;a=null===e.next?5121:e.next.colorAttachments[0].texture._texture.type;var o=0,s=0,l=n.framebufferWidth,c=n.framebufferHeight,u=null;return X(i)?u=i:i&&(o=0|i.x,s=0|i.y,l=0|(i.width||n.framebufferWidth-o),c=0|(i.height||n.framebufferHeight-s),u=i.data||null),r(),i=l*c*4,u||(5121===a?u=new Uint8Array(i):5126===a&&(u=u||new Float32Array(i))),t.pixelStorei(3333,4),t.readPixels(o,s,l,c,6408,a,u),u}return function(t){return t&&\"framebuffer\"in t?function(t){var r;return e.setFBO({framebuffer:t.framebuffer},(function(){r=s(t)})),r}(t):s(t)}}function L(t){return Array.prototype.slice.call(t)}function I(t){return L(t).join(\"\")}function P(){function t(){var t=[],e=[];return U((function(){t.push.apply(t,L(arguments))}),{def:function(){var n=\"v\"+r++;return e.push(n),0<arguments.length&&(t.push(n,\"=\"),t.push.apply(t,L(arguments)),t.push(\";\")),n},toString:function(){return I([0<e.length?\"var \"+e.join(\",\")+\";\":\"\",I(t)])}})}function e(){function e(t,e){n(t,e,\"=\",r.def(t,e),\";\")}var r=t(),n=t(),i=r.toString,a=n.toString;return U((function(){r.apply(r,L(arguments))}),{def:r.def,entry:r,exit:n,save:e,set:function(t,n,i){e(t,n),r(t,n,\"=\",i,\";\")},toString:function(){return i()+a()}})}var r=0,n=[],i=[],a=t(),o={};return{global:a,link:function(t){for(var e=0;e<i.length;++e)if(i[e]===t)return n[e];return e=\"g\"+r++,n.push(e),i.push(t),e},block:t,proc:function(t,r){function n(){var t=\"a\"+i.length;return i.push(t),t}var i=[];r=r||0;for(var a=0;a<r;++a)n();var s=(a=e()).toString;return o[t]=U(a,{arg:n,toString:function(){return I([\"function(\",i.join(),\"){\",s(),\"}\"])}})},scope:e,cond:function(){var t=I(arguments),r=e(),n=e(),i=r.toString,a=n.toString;return U(r,{then:function(){return r.apply(r,L(arguments)),this},else:function(){return n.apply(n,L(arguments)),this},toString:function(){var e=a();return e&&(e=\"else{\"+e+\"}\"),I([\"if(\",t,\"){\",i(),\"}\",e])}})},compile:function(){var t=['\"use strict\";',a,\"return {\"];Object.keys(o).forEach((function(e){t.push('\"',e,'\":',o[e].toString(),\",\")})),t.push(\"}\");var e=I(t).replace(/;/g,\";\\n\").replace(/}/g,\"}\\n\").replace(/{/g,\"{\\n\");return Function.apply(null,n.concat(e)).apply(null,i)}}}function z(t){return Array.isArray(t)||X(t)||l(t)}function O(t){return t.sort((function(t,e){return\"viewport\"===t?-1:\"viewport\"===e?1:t<e?-1:1}))}function D(t,e,r,n){this.thisDep=t,this.contextDep=e,this.propDep=r,this.append=n}function R(t){return t&&!(t.thisDep||t.contextDep||t.propDep)}function F(t){return new D(!1,!1,!1,t)}function B(t,e){var r=t.type;return 0===r?new D(!0,1<=(r=t.data.length),2<=r,e):4===r?new D((r=t.data).thisDep,r.contextDep,r.propDep,e):new D(3===r,2===r,1===r,e)}function N(t,e,r,n,i,o,s,l,c,u,f,h,p,d,g){function v(t){return t.replace(\".\",\"_\")}function y(t,e,r){var n=v(t);rt.push(t),et[n]=tt[n]=!!r,it[n]=e}function x(t,e,r){var n=v(t);rt.push(t),Array.isArray(r)?(tt[n]=r.slice(),et[n]=r.slice()):tt[n]=et[n]=r,at[n]=e}function b(){var t=P(),r=t.link,n=t.global;t.id=lt++,t.batchId=\"0\";var i=r(ot),a=t.shared={props:\"a0\"};Object.keys(ot).forEach((function(t){a[t]=n.def(i,\".\",t)}));var o=t.next={},s=t.current={};Object.keys(at).forEach((function(t){Array.isArray(tt[t])&&(o[t]=n.def(a.next,\".\",t),s[t]=n.def(a.current,\".\",t))}));var l=t.constants={};Object.keys(st).forEach((function(t){l[t]=n.def(JSON.stringify(st[t]))})),t.invoke=function(e,n){switch(n.type){case 0:var i=[\"this\",a.context,a.props,t.batchId];return e.def(r(n.data),\".call(\",i.slice(0,Math.max(n.data.length+1,4)),\")\");case 1:return e.def(a.props,n.data);case 2:return e.def(a.context,n.data);case 3:return e.def(\"this\",n.data);case 4:return n.data.append(t,e),n.data.ref}},t.attribCache={};var c={};return t.scopeAttrib=function(t){if((t=e.id(t))in c)return c[t];var n=u.scope[t];return n||(n=u.scope[t]=new Z),c[t]=r(n)},t}function _(t,e){var r=t.static,n=t.dynamic;if(\"framebuffer\"in r){var i=r.framebuffer;return i?(i=l.getFramebuffer(i),F((function(t,e){var r=t.link(i),n=t.shared;return e.set(n.framebuffer,\".next\",r),n=n.context,e.set(n,\".framebufferWidth\",r+\".width\"),e.set(n,\".framebufferHeight\",r+\".height\"),r}))):F((function(t,e){var r=t.shared;return e.set(r.framebuffer,\".next\",\"null\"),r=r.context,e.set(r,\".framebufferWidth\",r+\".drawingBufferWidth\"),e.set(r,\".framebufferHeight\",r+\".drawingBufferHeight\"),\"null\"}))}if(\"framebuffer\"in n){var a=n.framebuffer;return B(a,(function(t,e){var r=t.invoke(e,a),n=t.shared,i=n.framebuffer;r=e.def(i,\".getFramebuffer(\",r,\")\");return e.set(i,\".next\",r),n=n.context,e.set(n,\".framebufferWidth\",r+\"?\"+r+\".width:\"+n+\".drawingBufferWidth\"),e.set(n,\".framebufferHeight\",r+\"?\"+r+\".height:\"+n+\".drawingBufferHeight\"),r}))}return null}function w(t,r,n){function i(t){if(t in a){var r=e.id(a[t]);return(t=F((function(){return r}))).id=r,t}if(t in o){var n=o[t];return B(n,(function(t,e){var r=t.invoke(e,n);return e.def(t.shared.strings,\".id(\",r,\")\")}))}return null}var a=t.static,o=t.dynamic,s=i(\"frag\"),l=i(\"vert\"),c=null;return R(s)&&R(l)?(c=f.program(l.id,s.id,null,n),t=F((function(t,e){return t.link(c)}))):t=new D(s&&s.thisDep||l&&l.thisDep,s&&s.contextDep||l&&l.contextDep,s&&s.propDep||l&&l.propDep,(function(t,e){var r,n,i=t.shared.shader;return r=s?s.append(t,e):e.def(i,\".\",\"frag\"),n=l?l.append(t,e):e.def(i,\".\",\"vert\"),e.def(i+\".program(\"+n+\",\"+r+\")\")})),{frag:s,vert:l,progVar:t,program:c}}function T(t,e){function r(t,e){if(t in n){var r=0|n[t];return F((function(t,n){return e&&(t.OFFSET=r),r}))}if(t in i){var o=i[t];return B(o,(function(t,r){var n=t.invoke(r,o);return e&&(t.OFFSET=n),n}))}return e&&a?F((function(t,e){return t.OFFSET=\"0\",0})):null}var n=t.static,i=t.dynamic,a=function(){if(\"elements\"in n){var t=n.elements;z(t)?t=o.getElements(o.create(t,!0)):t&&(t=o.getElements(t));var e=F((function(e,r){if(t){var n=e.link(t);return e.ELEMENTS=n}return e.ELEMENTS=null}));return e.value=t,e}if(\"elements\"in i){var r=i.elements;return B(r,(function(t,e){var n=(i=t.shared).isBufferArgs,i=i.elements,a=t.invoke(e,r),o=e.def(\"null\");n=e.def(n,\"(\",a,\")\"),a=t.cond(n).then(o,\"=\",i,\".createStream(\",a,\");\").else(o,\"=\",i,\".getElements(\",a,\");\");return e.entry(a),e.exit(t.cond(n).then(i,\".destroyStream(\",o,\");\")),t.ELEMENTS=o}))}return null}(),s=r(\"offset\",!0);return{elements:a,primitive:function(){if(\"primitive\"in n){var t=n.primitive;return F((function(e,r){return nt[t]}))}if(\"primitive\"in i){var e=i.primitive;return B(e,(function(t,r){var n=t.constants.primTypes,i=t.invoke(r,e);return r.def(n,\"[\",i,\"]\")}))}return a?R(a)?a.value?F((function(t,e){return e.def(t.ELEMENTS,\".primType\")})):F((function(){return 4})):new D(a.thisDep,a.contextDep,a.propDep,(function(t,e){var r=t.ELEMENTS;return e.def(r,\"?\",r,\".primType:\",4)})):null}(),count:function(){if(\"count\"in n){var t=0|n.count;return F((function(){return t}))}if(\"count\"in i){var e=i.count;return B(e,(function(t,r){return t.invoke(r,e)}))}return a?R(a)?a?s?new D(s.thisDep,s.contextDep,s.propDep,(function(t,e){return e.def(t.ELEMENTS,\".vertCount-\",t.OFFSET)})):F((function(t,e){return e.def(t.ELEMENTS,\".vertCount\")})):F((function(){return-1})):new D(a.thisDep||s.thisDep,a.contextDep||s.contextDep,a.propDep||s.propDep,(function(t,e){var r=t.ELEMENTS;return t.OFFSET?e.def(r,\"?\",r,\".vertCount-\",t.OFFSET,\":-1\"):e.def(r,\"?\",r,\".vertCount:-1\")})):null}(),instances:r(\"instances\",!1),offset:s}}function k(t,r){var n=t.static,a=t.dynamic,o={};return Object.keys(n).forEach((function(t){var r=n[t],a=e.id(t),s=new Z;if(z(r))s.state=1,s.buffer=i.getBuffer(i.create(r,34962,!1,!0)),s.type=0;else if(c=i.getBuffer(r))s.state=1,s.buffer=c,s.type=0;else if(\"constant\"in r){var l=r.constant;s.buffer=\"null\",s.state=2,\"number\"==typeof l?s.x=l:wt.forEach((function(t,e){e<l.length&&(s[t]=l[e])}))}else{var c=z(r.buffer)?i.getBuffer(i.create(r.buffer,34962,!1,!0)):i.getBuffer(r.buffer),u=0|r.offset,f=0|r.stride,h=0|r.size,p=!!r.normalized,d=0;\"type\"in r&&(d=Q[r.type]),r=0|r.divisor,s.buffer=c,s.state=1,s.size=h,s.normalized=p,s.type=d||c.dtype,s.offset=u,s.stride=f,s.divisor=r}o[t]=F((function(t,e){var r=t.attribCache;if(a in r)return r[a];var n={isStream:!1};return Object.keys(s).forEach((function(t){n[t]=s[t]})),s.buffer&&(n.buffer=t.link(s.buffer),n.type=n.type||n.buffer+\".dtype\"),r[a]=n}))})),Object.keys(a).forEach((function(t){var e=a[t];o[t]=B(e,(function(t,r){function n(t){r(l[t],\"=\",i,\".\",t,\"|0;\")}var i=t.invoke(r,e),a=t.shared,o=t.constants,s=a.isBufferArgs,l=(a=a.buffer,{isStream:r.def(!1)}),c=new Z;c.state=1,Object.keys(c).forEach((function(t){l[t]=r.def(\"\"+c[t])}));var u=l.buffer,f=l.type;return r(\"if(\",s,\"(\",i,\")){\",l.isStream,\"=true;\",u,\"=\",a,\".createStream(\",34962,\",\",i,\");\",f,\"=\",u,\".dtype;\",\"}else{\",u,\"=\",a,\".getBuffer(\",i,\");\",\"if(\",u,\"){\",f,\"=\",u,\".dtype;\",'}else if(\"constant\" in ',i,\"){\",l.state,\"=\",2,\";\",\"if(typeof \"+i+'.constant === \"number\"){',l[wt[0]],\"=\",i,\".constant;\",wt.slice(1).map((function(t){return l[t]})).join(\"=\"),\"=0;\",\"}else{\",wt.map((function(t,e){return l[t]+\"=\"+i+\".constant.length>\"+e+\"?\"+i+\".constant[\"+e+\"]:0;\"})).join(\"\"),\"}}else{\",\"if(\",s,\"(\",i,\".buffer)){\",u,\"=\",a,\".createStream(\",34962,\",\",i,\".buffer);\",\"}else{\",u,\"=\",a,\".getBuffer(\",i,\".buffer);\",\"}\",f,'=\"type\" in ',i,\"?\",o.glTypes,\"[\",i,\".type]:\",u,\".dtype;\",l.normalized,\"=!!\",i,\".normalized;\"),n(\"size\"),n(\"offset\"),n(\"stride\"),n(\"divisor\"),r(\"}}\"),r.exit(\"if(\",l.isStream,\"){\",a,\".destroyStream(\",u,\");\",\"}\"),l}))})),o}function M(t,e,n,i,o){function s(t){var e=c[t];e&&(h[t]=e)}var l=function(t,e){if(\"string\"==typeof(r=t.static).frag&&\"string\"==typeof r.vert){if(0<Object.keys(e.dynamic).length)return null;var r=e.static,n=Object.keys(r);if(0<n.length&&\"number\"==typeof r[n[0]]){for(var i=[],a=0;a<n.length;++a)i.push([0|r[n[a]],n[a]]);return i}}return null}(t,e),c=function(t,e,r){function n(t){if(t in i){var r=i[t];t=!0;var n,o,s=0|r.x,l=0|r.y;return\"width\"in r?n=0|r.width:t=!1,\"height\"in r?o=0|r.height:t=!1,new D(!t&&e&&e.thisDep,!t&&e&&e.contextDep,!t&&e&&e.propDep,(function(t,e){var i=t.shared.context,a=n;\"width\"in r||(a=e.def(i,\".\",\"framebufferWidth\",\"-\",s));var c=o;return\"height\"in r||(c=e.def(i,\".\",\"framebufferHeight\",\"-\",l)),[s,l,a,c]}))}if(t in a){var c=a[t];return t=B(c,(function(t,e){var r=t.invoke(e,c),n=t.shared.context,i=e.def(r,\".x|0\"),a=e.def(r,\".y|0\");return[i,a,e.def('\"width\" in ',r,\"?\",r,\".width|0:\",\"(\",n,\".\",\"framebufferWidth\",\"-\",i,\")\"),r=e.def('\"height\" in ',r,\"?\",r,\".height|0:\",\"(\",n,\".\",\"framebufferHeight\",\"-\",a,\")\")]})),e&&(t.thisDep=t.thisDep||e.thisDep,t.contextDep=t.contextDep||e.contextDep,t.propDep=t.propDep||e.propDep),t}return e?new D(e.thisDep,e.contextDep,e.propDep,(function(t,e){var r=t.shared.context;return[0,0,e.def(r,\".\",\"framebufferWidth\"),e.def(r,\".\",\"framebufferHeight\")]})):null}var i=t.static,a=t.dynamic;if(t=n(\"viewport\")){var o=t;t=new D(t.thisDep,t.contextDep,t.propDep,(function(t,e){var r=o.append(t,e),n=t.shared.context;return e.set(n,\".viewportWidth\",r[2]),e.set(n,\".viewportHeight\",r[3]),r}))}return{viewport:t,scissor_box:n(\"scissor.box\")}}(t,d=_(t)),f=T(t),h=function(t,e){var r=t.static,n=t.dynamic,i={};return rt.forEach((function(t){function e(e,a){if(t in r){var s=e(r[t]);i[o]=F((function(){return s}))}else if(t in n){var l=n[t];i[o]=B(l,(function(t,e){return a(t,e,t.invoke(e,l))}))}}var o=v(t);switch(t){case\"cull.enable\":case\"blend.enable\":case\"dither\":case\"stencil.enable\":case\"depth.enable\":case\"scissor.enable\":case\"polygonOffset.enable\":case\"sample.alpha\":case\"sample.enable\":case\"depth.mask\":return e((function(t){return t}),(function(t,e,r){return r}));case\"depth.func\":return e((function(t){return Mt[t]}),(function(t,e,r){return e.def(t.constants.compareFuncs,\"[\",r,\"]\")}));case\"depth.range\":return e((function(t){return t}),(function(t,e,r){return[e.def(\"+\",r,\"[0]\"),e=e.def(\"+\",r,\"[1]\")]}));case\"blend.func\":return e((function(t){return[kt[\"srcRGB\"in t?t.srcRGB:t.src],kt[\"dstRGB\"in t?t.dstRGB:t.dst],kt[\"srcAlpha\"in t?t.srcAlpha:t.src],kt[\"dstAlpha\"in t?t.dstAlpha:t.dst]]}),(function(t,e,r){function n(t,n){return e.def('\"',t,n,'\" in ',r,\"?\",r,\".\",t,n,\":\",r,\".\",t)}t=t.constants.blendFuncs;var i=n(\"src\",\"RGB\"),a=n(\"dst\",\"RGB\"),o=(i=e.def(t,\"[\",i,\"]\"),e.def(t,\"[\",n(\"src\",\"Alpha\"),\"]\"));return[i,a=e.def(t,\"[\",a,\"]\"),o,t=e.def(t,\"[\",n(\"dst\",\"Alpha\"),\"]\")]}));case\"blend.equation\":return e((function(t){return\"string\"==typeof t?[J[t],J[t]]:\"object\"==typeof t?[J[t.rgb],J[t.alpha]]:void 0}),(function(t,e,r){var n=t.constants.blendEquations,i=e.def(),a=e.def();return(t=t.cond(\"typeof \",r,'===\"string\"')).then(i,\"=\",a,\"=\",n,\"[\",r,\"];\"),t.else(i,\"=\",n,\"[\",r,\".rgb];\",a,\"=\",n,\"[\",r,\".alpha];\"),e(t),[i,a]}));case\"blend.color\":return e((function(t){return a(4,(function(e){return+t[e]}))}),(function(t,e,r){return a(4,(function(t){return e.def(\"+\",r,\"[\",t,\"]\")}))}));case\"stencil.mask\":return e((function(t){return 0|t}),(function(t,e,r){return e.def(r,\"|0\")}));case\"stencil.func\":return e((function(t){return[Mt[t.cmp||\"keep\"],t.ref||0,\"mask\"in t?t.mask:-1]}),(function(t,e,r){return[t=e.def('\"cmp\" in ',r,\"?\",t.constants.compareFuncs,\"[\",r,\".cmp]\",\":\",7680),e.def(r,\".ref|0\"),e=e.def('\"mask\" in ',r,\"?\",r,\".mask|0:-1\")]}));case\"stencil.opFront\":case\"stencil.opBack\":return e((function(e){return[\"stencil.opBack\"===t?1029:1028,At[e.fail||\"keep\"],At[e.zfail||\"keep\"],At[e.zpass||\"keep\"]]}),(function(e,r,n){function i(t){return r.def('\"',t,'\" in ',n,\"?\",a,\"[\",n,\".\",t,\"]:\",7680)}var a=e.constants.stencilOps;return[\"stencil.opBack\"===t?1029:1028,i(\"fail\"),i(\"zfail\"),i(\"zpass\")]}));case\"polygonOffset.offset\":return e((function(t){return[0|t.factor,0|t.units]}),(function(t,e,r){return[e.def(r,\".factor|0\"),e=e.def(r,\".units|0\")]}));case\"cull.face\":return e((function(t){var e=0;return\"front\"===t?e=1028:\"back\"===t&&(e=1029),e}),(function(t,e,r){return e.def(r,'===\"front\"?',1028,\":\",1029)}));case\"lineWidth\":return e((function(t){return t}),(function(t,e,r){return r}));case\"frontFace\":return e((function(t){return St[t]}),(function(t,e,r){return e.def(r+'===\"cw\"?2304:2305')}));case\"colorMask\":return e((function(t){return t.map((function(t){return!!t}))}),(function(t,e,r){return a(4,(function(t){return\"!!\"+r+\"[\"+t+\"]\"}))}));case\"sample.coverage\":return e((function(t){return[\"value\"in t?t.value:1,!!t.invert]}),(function(t,e,r){return[e.def('\"value\" in ',r,\"?+\",r,\".value:1\"),e=e.def(\"!!\",r,\".invert\")]}))}})),i}(t),p=w(t,0,l);s(\"viewport\"),s(v(\"scissor.box\"));var d,g=0<Object.keys(h).length;if((d={framebuffer:d,draw:f,shader:p,state:h,dirty:g,scopeVAO:null,drawVAO:null,useVAO:!1,attributes:{}}).profile=function(t){var e,r=t.static;if(t=t.dynamic,\"profile\"in r){var n=!!r.profile;(e=F((function(t,e){return n}))).enable=n}else if(\"profile\"in t){var i=t.profile;e=B(i,(function(t,e){return t.invoke(e,i)}))}return e}(t),d.uniforms=function(t,e){var r=t.static,n=t.dynamic,i={};return Object.keys(r).forEach((function(t){var e,n=r[t];if(\"number\"==typeof n||\"boolean\"==typeof n)e=F((function(){return n}));else if(\"function\"==typeof n){var o=n._reglType;\"texture2d\"===o||\"textureCube\"===o?e=F((function(t){return t.link(n)})):\"framebuffer\"!==o&&\"framebufferCube\"!==o||(e=F((function(t){return t.link(n.color[0])})))}else m(n)&&(e=F((function(t){return t.global.def(\"[\",a(n.length,(function(t){return n[t]})),\"]\")})));e.value=n,i[t]=e})),Object.keys(n).forEach((function(t){var e=n[t];i[t]=B(e,(function(t,r){return t.invoke(r,e)}))})),i}(n),d.drawVAO=d.scopeVAO=function(t,e){var r=t.static,n=t.dynamic;if(\"vao\"in r){var i=r.vao;return null!==i&&null===u.getVAO(i)&&(i=u.createVAO(i)),F((function(t){return t.link(u.getVAO(i))}))}if(\"vao\"in n){var a=n.vao;return B(a,(function(t,e){var r=t.invoke(e,a);return e.def(t.shared.vao+\".getVAO(\"+r+\")\")}))}return null}(t),!d.drawVAO&&p.program&&!l&&r.angle_instanced_arrays){var y=!0;if(t=p.program.attributes.map((function(t){return t=e.static[t],y=y&&!!t,t})),y&&0<t.length){var x=u.getVAO(u.createVAO(t));d.drawVAO=new D(null,null,null,(function(t,e){return t.link(x)})),d.useVAO=!0}}return l?d.useVAO=!0:d.attributes=k(e),d.context=function(t){var e=t.static,r=t.dynamic,n={};return Object.keys(e).forEach((function(t){var r=e[t];n[t]=F((function(t,e){return\"number\"==typeof r||\"boolean\"==typeof r?\"\"+r:t.link(r)}))})),Object.keys(r).forEach((function(t){var e=r[t];n[t]=B(e,(function(t,r){return t.invoke(r,e)}))})),n}(i),d}function A(t,e,r){var n=t.shared.context,i=t.scope();Object.keys(r).forEach((function(a){e.save(n,\".\"+a),i(n,\".\",a,\"=\",r[a].append(t,e),\";\")})),e(i)}function S(t,e,r,n){var i,a=(s=t.shared).gl,o=s.framebuffer;$&&(i=e.def(s.extensions,\".webgl_draw_buffers\"));var s=(l=t.constants).drawBuffer,l=l.backBuffer;t=r?r.append(t,e):e.def(o,\".next\"),n||e(\"if(\",t,\"!==\",o,\".cur){\"),e(\"if(\",t,\"){\",a,\".bindFramebuffer(\",36160,\",\",t,\".framebuffer);\"),$&&e(i,\".drawBuffersWEBGL(\",s,\"[\",t,\".colorAttachments.length]);\"),e(\"}else{\",a,\".bindFramebuffer(\",36160,\",null);\"),$&&e(i,\".drawBuffersWEBGL(\",l,\");\"),e(\"}\",o,\".cur=\",t,\";\"),n||e(\"}\")}function E(t,e,r){var n=t.shared,i=n.gl,o=t.current,s=t.next,l=n.current,c=n.next,u=t.cond(l,\".dirty\");rt.forEach((function(e){var n,f;if(!((e=v(e))in r.state))if(e in s){n=s[e],f=o[e];var h=a(tt[e].length,(function(t){return u.def(n,\"[\",t,\"]\")}));u(t.cond(h.map((function(t,e){return t+\"!==\"+f+\"[\"+e+\"]\"})).join(\"||\")).then(i,\".\",at[e],\"(\",h,\");\",h.map((function(t,e){return f+\"[\"+e+\"]=\"+t})).join(\";\"),\";\"))}else n=u.def(c,\".\",e),h=t.cond(n,\"!==\",l,\".\",e),u(h),e in it?h(t.cond(n).then(i,\".enable(\",it[e],\");\").else(i,\".disable(\",it[e],\");\"),l,\".\",e,\"=\",n,\";\"):h(i,\".\",at[e],\"(\",n,\");\",l,\".\",e,\"=\",n,\";\")})),0===Object.keys(r.state).length&&u(l,\".dirty=false;\"),e(u)}function C(t,e,r,n){var i=t.shared,a=t.current,o=i.current,s=i.gl;O(Object.keys(r)).forEach((function(i){var l=r[i];if(!n||n(l)){var c=l.append(t,e);if(it[i]){var u=it[i];R(l)?e(s,c?\".enable(\":\".disable(\",u,\");\"):e(t.cond(c).then(s,\".enable(\",u,\");\").else(s,\".disable(\",u,\");\")),e(o,\".\",i,\"=\",c,\";\")}else if(m(c)){var f=a[i];e(s,\".\",at[i],\"(\",c,\");\",c.map((function(t,e){return f+\"[\"+e+\"]=\"+t})).join(\";\"),\";\")}else e(s,\".\",at[i],\"(\",c,\");\",o,\".\",i,\"=\",c,\";\")}}))}function L(t,e){K&&(t.instancing=e.def(t.shared.extensions,\".angle_instanced_arrays\"))}function I(t,e,r,n,i){function a(){return\"undefined\"==typeof performance?\"Date.now()\":\"performance.now()\"}function o(t){t(c=e.def(),\"=\",a(),\";\"),\"string\"==typeof i?t(h,\".count+=\",i,\";\"):t(h,\".count++;\"),d&&(n?t(u=e.def(),\"=\",g,\".getNumPendingQueries();\"):t(g,\".beginQuery(\",h,\");\"))}function s(t){t(h,\".cpuTime+=\",a(),\"-\",c,\";\"),d&&(n?t(g,\".pushScopeStats(\",u,\",\",g,\".getNumPendingQueries(),\",h,\");\"):t(g,\".endQuery();\"))}function l(t){var r=e.def(p,\".profile\");e(p,\".profile=\",t,\";\"),e.exit(p,\".profile=\",r,\";\")}var c,u,f=t.shared,h=t.stats,p=f.current,g=f.timer;if(r=r.profile){if(R(r))return void(r.enable?(o(e),s(e.exit),l(\"true\")):l(\"false\"));l(r=r.append(t,e))}else r=e.def(p,\".profile\");o(f=t.block()),e(\"if(\",r,\"){\",f,\"}\"),s(t=t.block()),e.exit(\"if(\",r,\"){\",t,\"}\")}function N(t,e,r,n,i){function a(r,n,i){function a(){e(\"if(!\",u,\".buffer){\",l,\".enableVertexAttribArray(\",c,\");}\");var r,a=i.type;r=i.size?e.def(i.size,\"||\",n):n,e(\"if(\",u,\".type!==\",a,\"||\",u,\".size!==\",r,\"||\",p.map((function(t){return u+\".\"+t+\"!==\"+i[t]})).join(\"||\"),\"){\",l,\".bindBuffer(\",34962,\",\",f,\".buffer);\",l,\".vertexAttribPointer(\",[c,r,a,i.normalized,i.stride,i.offset],\");\",u,\".type=\",a,\";\",u,\".size=\",r,\";\",p.map((function(t){return u+\".\"+t+\"=\"+i[t]+\";\"})).join(\"\"),\"}\"),K&&(a=i.divisor,e(\"if(\",u,\".divisor!==\",a,\"){\",t.instancing,\".vertexAttribDivisorANGLE(\",[c,a],\");\",u,\".divisor=\",a,\";}\"))}function s(){e(\"if(\",u,\".buffer){\",l,\".disableVertexAttribArray(\",c,\");\",u,\".buffer=null;\",\"}if(\",wt.map((function(t,e){return u+\".\"+t+\"!==\"+h[e]})).join(\"||\"),\"){\",l,\".vertexAttrib4f(\",c,\",\",h,\");\",wt.map((function(t,e){return u+\".\"+t+\"=\"+h[e]+\";\"})).join(\"\"),\"}\")}var l=o.gl,c=e.def(r,\".location\"),u=e.def(o.attributes,\"[\",c,\"]\");r=i.state;var f=i.buffer,h=[i.x,i.y,i.z,i.w],p=[\"buffer\",\"normalized\",\"offset\",\"stride\"];1===r?a():2===r?s():(e(\"if(\",r,\"===\",1,\"){\"),a(),e(\"}else{\"),s(),e(\"}\"))}var o=t.shared;n.forEach((function(n){var o,s=n.name,l=r.attributes[s];if(l){if(!i(l))return;o=l.append(t,e)}else{if(!i(Et))return;var c=t.scopeAttrib(s);o={},Object.keys(new Z).forEach((function(t){o[t]=e.def(c,\".\",t)}))}a(t.link(n),function(t){switch(t){case 35664:case 35667:case 35671:return 2;case 35665:case 35668:case 35672:return 3;case 35666:case 35669:case 35673:return 4;default:return 1}}(n.info.type),o)}))}function j(t,r,n,i,o){for(var s,l=t.shared,c=l.gl,u=0;u<i.length;++u){var f,h=(g=i[u]).name,p=g.info.type,d=n.uniforms[h],g=t.link(g)+\".location\";if(d){if(!o(d))continue;if(R(d)){if(h=d.value,35678===p||35680===p)r(c,\".uniform1i(\",g,\",\",(p=t.link(h._texture||h.color[0]._texture))+\".bind());\"),r.exit(p,\".unbind();\");else if(35674===p||35675===p||35676===p)d=2,35675===p?d=3:35676===p&&(d=4),r(c,\".uniformMatrix\",d,\"fv(\",g,\",false,\",h=t.global.def(\"new Float32Array([\"+Array.prototype.slice.call(h)+\"])\"),\");\");else{switch(p){case 5126:s=\"1f\";break;case 35664:s=\"2f\";break;case 35665:s=\"3f\";break;case 35666:s=\"4f\";break;case 35670:case 5124:s=\"1i\";break;case 35671:case 35667:s=\"2i\";break;case 35672:case 35668:s=\"3i\";break;case 35673:s=\"4i\";break;case 35669:s=\"4i\"}r(c,\".uniform\",s,\"(\",g,\",\",m(h)?Array.prototype.slice.call(h):h,\");\")}continue}f=d.append(t,r)}else{if(!o(Et))continue;f=r.def(l.uniforms,\"[\",e.id(h),\"]\")}switch(35678===p?r(\"if(\",f,\"&&\",f,'._reglType===\"framebuffer\"){',f,\"=\",f,\".color[0];\",\"}\"):35680===p&&r(\"if(\",f,\"&&\",f,'._reglType===\"framebufferCube\"){',f,\"=\",f,\".color[0];\",\"}\"),h=1,p){case 35678:case 35680:p=r.def(f,\"._texture\"),r(c,\".uniform1i(\",g,\",\",p,\".bind());\"),r.exit(p,\".unbind();\");continue;case 5124:case 35670:s=\"1i\";break;case 35667:case 35671:s=\"2i\",h=2;break;case 35668:case 35672:s=\"3i\",h=3;break;case 35669:case 35673:s=\"4i\",h=4;break;case 5126:s=\"1f\";break;case 35664:s=\"2f\",h=2;break;case 35665:s=\"3f\",h=3;break;case 35666:s=\"4f\",h=4;break;case 35674:s=\"Matrix2fv\";break;case 35675:s=\"Matrix3fv\";break;case 35676:s=\"Matrix4fv\"}if(r(c,\".uniform\",s,\"(\",g,\",\"),\"M\"===s.charAt(0)){g=Math.pow(p-35674+2,2);var v=t.global.def(\"new Float32Array(\",g,\")\");r(\"false,(Array.isArray(\",f,\")||\",f,\" instanceof Float32Array)?\",f,\":(\",a(g,(function(t){return v+\"[\"+t+\"]=\"+f+\"[\"+t+\"]\"})),\",\",v,\")\")}else r(1<h?a(h,(function(t){return f+\"[\"+t+\"]\"})):f);r(\");\")}}function U(t,e,r,n){function i(i){var a=h[i];return a?a.contextDep&&n.contextDynamic||a.propDep?a.append(t,r):a.append(t,e):e.def(f,\".\",i)}function a(){function t(){r(l,\".drawElementsInstancedANGLE(\",[d,m,v,g+\"<<((\"+v+\"-5121)>>1)\",s],\");\")}function e(){r(l,\".drawArraysInstancedANGLE(\",[d,g,m,s],\");\")}p?y?t():(r(\"if(\",p,\"){\"),t(),r(\"}else{\"),e(),r(\"}\")):e()}function o(){function t(){r(u+\".drawElements(\"+[d,m,v,g+\"<<((\"+v+\"-5121)>>1)\"]+\");\")}function e(){r(u+\".drawArrays(\"+[d,g,m]+\");\")}p?y?t():(r(\"if(\",p,\"){\"),t(),r(\"}else{\"),e(),r(\"}\")):e()}var s,l,c=t.shared,u=c.gl,f=c.draw,h=n.draw,p=function(){var i=h.elements,a=e;return i?((i.contextDep&&n.contextDynamic||i.propDep)&&(a=r),i=i.append(t,a)):i=a.def(f,\".\",\"elements\"),i&&a(\"if(\"+i+\")\"+u+\".bindBuffer(34963,\"+i+\".buffer.buffer);\"),i}(),d=i(\"primitive\"),g=i(\"offset\"),m=function(){var i=h.count,a=e;return i?((i.contextDep&&n.contextDynamic||i.propDep)&&(a=r),i=i.append(t,a)):i=a.def(f,\".\",\"count\"),i}();if(\"number\"==typeof m){if(0===m)return}else r(\"if(\",m,\"){\"),r.exit(\"}\");K&&(s=i(\"instances\"),l=t.instancing);var v=p+\".type\",y=h.elements&&R(h.elements);K&&(\"number\"!=typeof s||0<=s)?\"string\"==typeof s?(r(\"if(\",s,\">0){\"),a(),r(\"}else if(\",s,\"<0){\"),o(),r(\"}\")):a():o()}function V(t,e,r,n,i){return i=(e=b()).proc(\"body\",i),K&&(e.instancing=i.def(e.shared.extensions,\".angle_instanced_arrays\")),t(e,i,r,n),e.compile().body}function H(t,e,r,n){L(t,e),r.useVAO?r.drawVAO?e(t.shared.vao,\".setVAO(\",r.drawVAO.append(t,e),\");\"):e(t.shared.vao,\".setVAO(\",t.shared.vao,\".targetVAO);\"):(e(t.shared.vao,\".setVAO(null);\"),N(t,e,r,n.attributes,(function(){return!0}))),j(t,e,r,n.uniforms,(function(){return!0})),U(t,e,e,r)}function G(t,e,r,n){function i(){return!0}t.batchId=\"a1\",L(t,e),N(t,e,r,n.attributes,i),j(t,e,r,n.uniforms,i),U(t,e,e,r)}function Y(t,e,r,n){function i(t){return t.contextDep&&o||t.propDep}function a(t){return!i(t)}L(t,e);var o=r.contextDep,s=e.def(),l=e.def();t.shared.props=l,t.batchId=s;var c=t.scope(),u=t.scope();e(c.entry,\"for(\",s,\"=0;\",s,\"<\",\"a1\",\";++\",s,\"){\",l,\"=\",\"a0\",\"[\",s,\"];\",u,\"}\",c.exit),r.needsContext&&A(t,u,r.context),r.needsFramebuffer&&S(t,u,r.framebuffer),C(t,u,r.state,i),r.profile&&i(r.profile)&&I(t,u,r,!1,!0),n?(r.useVAO?r.drawVAO?i(r.drawVAO)?u(t.shared.vao,\".setVAO(\",r.drawVAO.append(t,u),\");\"):c(t.shared.vao,\".setVAO(\",r.drawVAO.append(t,c),\");\"):c(t.shared.vao,\".setVAO(\",t.shared.vao,\".targetVAO);\"):(c(t.shared.vao,\".setVAO(null);\"),N(t,c,r,n.attributes,a),N(t,u,r,n.attributes,i)),j(t,c,r,n.uniforms,a),j(t,u,r,n.uniforms,i),U(t,c,u,r)):(e=t.global.def(\"{}\"),n=r.shader.progVar.append(t,u),l=u.def(n,\".id\"),c=u.def(e,\"[\",l,\"]\"),u(t.shared.gl,\".useProgram(\",n,\".program);\",\"if(!\",c,\"){\",c,\"=\",e,\"[\",l,\"]=\",t.link((function(e){return V(G,t,r,e,2)})),\"(\",n,\");}\",c,\".call(this,a0[\",s,\"],\",s,\");\"))}function W(t,r){function n(e){var n=r.shader[e];n&&i.set(a.shader,\".\"+e,n.append(t,i))}var i=t.proc(\"scope\",3);t.batchId=\"a2\";var a=t.shared,o=a.current;A(t,i,r.context),r.framebuffer&&r.framebuffer.append(t,i),O(Object.keys(r.state)).forEach((function(e){var n=r.state[e].append(t,i);m(n)?n.forEach((function(r,n){i.set(t.next[e],\"[\"+n+\"]\",r)})):i.set(a.next,\".\"+e,n)})),I(t,i,r,!0,!0),[\"elements\",\"offset\",\"count\",\"instances\",\"primitive\"].forEach((function(e){var n=r.draw[e];n&&i.set(a.draw,\".\"+e,\"\"+n.append(t,i))})),Object.keys(r.uniforms).forEach((function(n){i.set(a.uniforms,\"[\"+e.id(n)+\"]\",r.uniforms[n].append(t,i))})),Object.keys(r.attributes).forEach((function(e){var n=r.attributes[e].append(t,i),a=t.scopeAttrib(e);Object.keys(new Z).forEach((function(t){i.set(a,\".\"+t,n[t])}))})),r.scopeVAO&&i.set(a.vao,\".targetVAO\",r.scopeVAO.append(t,i)),n(\"vert\"),n(\"frag\"),0<Object.keys(r.state).length&&(i(o,\".dirty=true;\"),i.exit(o,\".dirty=true;\")),i(\"a1(\",t.shared.context,\",a0,\",t.batchId,\");\")}function X(t,e,r){var n=e.static[r];if(n&&function(t){if(\"object\"==typeof t&&!m(t)){for(var e=Object.keys(t),r=0;r<e.length;++r)if(q.isDynamic(t[e[r]]))return!0;return!1}}(n)){var i=t.global,a=Object.keys(n),o=!1,s=!1,l=!1,c=t.global.def(\"{}\");a.forEach((function(e){var r=n[e];if(q.isDynamic(r))\"function\"==typeof r&&(r=n[e]=q.unbox(r)),e=B(r,null),o=o||e.thisDep,l=l||e.propDep,s=s||e.contextDep;else{switch(i(c,\".\",e,\"=\"),typeof r){case\"number\":i(r);break;case\"string\":i('\"',r,'\"');break;case\"object\":Array.isArray(r)&&i(\"[\",r.join(),\"]\");break;default:i(t.link(r))}i(\";\")}})),e.dynamic[r]=new q.DynamicVariable(4,{thisDep:o,contextDep:s,propDep:l,ref:c,append:function(t,e){a.forEach((function(r){var i=n[r];q.isDynamic(i)&&(i=t.invoke(e,i),e(c,\".\",r,\"=\",i,\";\"))}))}}),delete e.static[r]}}var Z=u.Record,J={add:32774,subtract:32778,\"reverse subtract\":32779};r.ext_blend_minmax&&(J.min=32775,J.max=32776);var K=r.angle_instanced_arrays,$=r.webgl_draw_buffers,tt={dirty:!0,profile:g.profile},et={},rt=[],it={},at={};y(\"dither\",3024),y(\"blend.enable\",3042),x(\"blend.color\",\"blendColor\",[0,0,0,0]),x(\"blend.equation\",\"blendEquationSeparate\",[32774,32774]),x(\"blend.func\",\"blendFuncSeparate\",[1,0,1,0]),y(\"depth.enable\",2929,!0),x(\"depth.func\",\"depthFunc\",513),x(\"depth.range\",\"depthRange\",[0,1]),x(\"depth.mask\",\"depthMask\",!0),x(\"colorMask\",\"colorMask\",[!0,!0,!0,!0]),y(\"cull.enable\",2884),x(\"cull.face\",\"cullFace\",1029),x(\"frontFace\",\"frontFace\",2305),x(\"lineWidth\",\"lineWidth\",1),y(\"polygonOffset.enable\",32823),x(\"polygonOffset.offset\",\"polygonOffset\",[0,0]),y(\"sample.alpha\",32926),y(\"sample.enable\",32928),x(\"sample.coverage\",\"sampleCoverage\",[1,!1]),y(\"stencil.enable\",2960),x(\"stencil.mask\",\"stencilMask\",-1),x(\"stencil.func\",\"stencilFunc\",[519,0,-1]),x(\"stencil.opFront\",\"stencilOpSeparate\",[1028,7680,7680,7680]),x(\"stencil.opBack\",\"stencilOpSeparate\",[1029,7680,7680,7680]),y(\"scissor.enable\",3089),x(\"scissor.box\",\"scissor\",[0,0,t.drawingBufferWidth,t.drawingBufferHeight]),x(\"viewport\",\"viewport\",[0,0,t.drawingBufferWidth,t.drawingBufferHeight]);var ot={gl:t,context:p,strings:e,next:et,current:tt,draw:h,elements:o,buffer:i,shader:f,attributes:u.state,vao:u,uniforms:c,framebuffer:l,extensions:r,timer:d,isBufferArgs:z},st={primTypes:nt,compareFuncs:Mt,blendFuncs:kt,blendEquations:J,stencilOps:At,glTypes:Q,orientationType:St};$&&(st.backBuffer=[1029],st.drawBuffer=a(n.maxDrawbuffers,(function(t){return 0===t?[0]:a(t,(function(t){return 36064+t}))})));var lt=0;return{next:et,current:tt,procs:function(){var t=b(),e=t.proc(\"poll\"),i=t.proc(\"refresh\"),o=t.block();e(o),i(o);var s,l=t.shared,c=l.gl,u=l.next,f=l.current;o(f,\".dirty=false;\"),S(t,e),S(t,i,null,!0),K&&(s=t.link(K)),r.oes_vertex_array_object&&i(t.link(r.oes_vertex_array_object),\".bindVertexArrayOES(null);\");for(var h=0;h<n.maxAttributes;++h){var p=i.def(l.attributes,\"[\",h,\"]\"),d=t.cond(p,\".buffer\");d.then(c,\".enableVertexAttribArray(\",h,\");\",c,\".bindBuffer(\",34962,\",\",p,\".buffer.buffer);\",c,\".vertexAttribPointer(\",h,\",\",p,\".size,\",p,\".type,\",p,\".normalized,\",p,\".stride,\",p,\".offset);\").else(c,\".disableVertexAttribArray(\",h,\");\",c,\".vertexAttrib4f(\",h,\",\",p,\".x,\",p,\".y,\",p,\".z,\",p,\".w);\",p,\".buffer=null;\"),i(d),K&&i(s,\".vertexAttribDivisorANGLE(\",h,\",\",p,\".divisor);\")}return i(t.shared.vao,\".currentVAO=null;\",t.shared.vao,\".setVAO(\",t.shared.vao,\".targetVAO);\"),Object.keys(it).forEach((function(r){var n=it[r],a=o.def(u,\".\",r),s=t.block();s(\"if(\",a,\"){\",c,\".enable(\",n,\")}else{\",c,\".disable(\",n,\")}\",f,\".\",r,\"=\",a,\";\"),i(s),e(\"if(\",a,\"!==\",f,\".\",r,\"){\",s,\"}\")})),Object.keys(at).forEach((function(r){var n,s,l=at[r],h=tt[r],p=t.block();p(c,\".\",l,\"(\"),m(h)?(l=h.length,n=t.global.def(u,\".\",r),s=t.global.def(f,\".\",r),p(a(l,(function(t){return n+\"[\"+t+\"]\"})),\");\",a(l,(function(t){return s+\"[\"+t+\"]=\"+n+\"[\"+t+\"];\"})).join(\"\")),e(\"if(\",a(l,(function(t){return n+\"[\"+t+\"]!==\"+s+\"[\"+t+\"]\"})).join(\"||\"),\"){\",p,\"}\")):(n=o.def(u,\".\",r),s=o.def(f,\".\",r),p(n,\");\",f,\".\",r,\"=\",n,\";\"),e(\"if(\",n,\"!==\",s,\"){\",p,\"}\")),i(p)})),t.compile()}(),compile:function(t,e,r,n,i){var a=b();return a.stats=a.link(i),Object.keys(e.static).forEach((function(t){X(a,e,t)})),Tt.forEach((function(e){X(a,t,e)})),r=M(t,e,r,n),function(t,e){var r=t.proc(\"draw\",1);L(t,r),A(t,r,e.context),S(t,r,e.framebuffer),E(t,r,e),C(t,r,e.state),I(t,r,e,!1,!0);var n=e.shader.progVar.append(t,r);if(r(t.shared.gl,\".useProgram(\",n,\".program);\"),e.shader.program)H(t,r,e,e.shader.program);else{r(t.shared.vao,\".setVAO(null);\");var i=t.global.def(\"{}\"),a=r.def(n,\".id\"),o=r.def(i,\"[\",a,\"]\");r(t.cond(o).then(o,\".call(this,a0);\").else(o,\"=\",i,\"[\",a,\"]=\",t.link((function(r){return V(H,t,e,r,1)})),\"(\",n,\");\",o,\".call(this,a0);\"))}0<Object.keys(e.state).length&&r(t.shared.current,\".dirty=true;\")}(a,r),W(a,r),function(t,e){function r(t){return t.contextDep&&i||t.propDep}var n=t.proc(\"batch\",2);t.batchId=\"0\",L(t,n);var i=!1,a=!0;Object.keys(e.context).forEach((function(t){i=i||e.context[t].propDep})),i||(A(t,n,e.context),a=!1);var o=!1;if((s=e.framebuffer)?(s.propDep?i=o=!0:s.contextDep&&i&&(o=!0),o||S(t,n,s)):S(t,n,null),e.state.viewport&&e.state.viewport.propDep&&(i=!0),E(t,n,e),C(t,n,e.state,(function(t){return!r(t)})),e.profile&&r(e.profile)||I(t,n,e,!1,\"a1\"),e.contextDep=i,e.needsContext=a,e.needsFramebuffer=o,(a=e.shader.progVar).contextDep&&i||a.propDep)Y(t,n,e,null);else if(a=a.append(t,n),n(t.shared.gl,\".useProgram(\",a,\".program);\"),e.shader.program)Y(t,n,e,e.shader.program);else{n(t.shared.vao,\".setVAO(null);\");var s=t.global.def(\"{}\"),l=(o=n.def(a,\".id\"),n.def(s,\"[\",o,\"]\"));n(t.cond(l).then(l,\".call(this,a0,a1);\").else(l,\"=\",s,\"[\",o,\"]=\",t.link((function(r){return V(Y,t,e,r,2)})),\"(\",a,\");\",l,\".call(this,a0,a1);\"))}0<Object.keys(e.state).length&&n(t.shared.current,\".dirty=true;\")}(a,r),a.compile()}}}function j(t,e){for(var r=0;r<t.length;++r)if(t[r]===e)return r;return-1}var U=function(t,e){for(var r=Object.keys(e),n=0;n<r.length;++n)t[r[n]]=e[r[n]];return t},V=0,q={DynamicVariable:t,define:function(r,n){return new t(r,e(n+\"\"))},isDynamic:function(e){return\"function\"==typeof e&&!e._reglType||e instanceof t},unbox:function(e,r){return\"function\"==typeof e?new t(0,e):e},accessor:e},H={next:\"function\"==typeof requestAnimationFrame?function(t){return requestAnimationFrame(t)}:function(t){return setTimeout(t,16)},cancel:\"function\"==typeof cancelAnimationFrame?function(t){return cancelAnimationFrame(t)}:clearTimeout},G=\"undefined\"!=typeof performance&&performance.now?function(){return performance.now()}:function(){return+new Date},Y=s();Y.zero=s();var W=function(t,e){var r=1;e.ext_texture_filter_anisotropic&&(r=t.getParameter(34047));var n=1,i=1;e.webgl_draw_buffers&&(n=t.getParameter(34852),i=t.getParameter(36063));var a=!!e.oes_texture_float;if(a){a=t.createTexture(),t.bindTexture(3553,a),t.texImage2D(3553,0,6408,1,1,0,6408,5126,null);var o=t.createFramebuffer();if(t.bindFramebuffer(36160,o),t.framebufferTexture2D(36160,36064,3553,a,0),t.bindTexture(3553,null),36053!==t.checkFramebufferStatus(36160))a=!1;else{t.viewport(0,0,1,1),t.clearColor(1,0,0,1),t.clear(16384);var s=Y.allocType(5126,4);t.readPixels(0,0,1,1,6408,5126,s),t.getError()?a=!1:(t.deleteFramebuffer(o),t.deleteTexture(a),a=1===s[0]),Y.freeType(s)}}return s=!0,\"undefined\"!=typeof navigator&&(/MSIE/.test(navigator.userAgent)||/Trident\\//.test(navigator.appVersion)||/Edge/.test(navigator.userAgent))||(s=t.createTexture(),o=Y.allocType(5121,36),t.activeTexture(33984),t.bindTexture(34067,s),t.texImage2D(34069,0,6408,3,3,0,6408,5121,o),Y.freeType(o),t.bindTexture(34067,null),t.deleteTexture(s),s=!t.getError()),{colorBits:[t.getParameter(3410),t.getParameter(3411),t.getParameter(3412),t.getParameter(3413)],depthBits:t.getParameter(3414),stencilBits:t.getParameter(3415),subpixelBits:t.getParameter(3408),extensions:Object.keys(e).filter((function(t){return!!e[t]})),maxAnisotropic:r,maxDrawbuffers:n,maxColorAttachments:i,pointSizeDims:t.getParameter(33901),lineWidthDims:t.getParameter(33902),maxViewportDims:t.getParameter(3386),maxCombinedTextureUnits:t.getParameter(35661),maxCubeMapSize:t.getParameter(34076),maxRenderbufferSize:t.getParameter(34024),maxTextureUnits:t.getParameter(34930),maxTextureSize:t.getParameter(3379),maxAttributes:t.getParameter(34921),maxVertexUniforms:t.getParameter(36347),maxVertexTextureUnits:t.getParameter(35660),maxVaryingVectors:t.getParameter(36348),maxFragmentUniforms:t.getParameter(36349),glsl:t.getParameter(35724),renderer:t.getParameter(7937),vendor:t.getParameter(7936),version:t.getParameter(7938),readFloat:a,npotTextureCube:s}},X=function(t){return t instanceof Uint8Array||t instanceof Uint16Array||t instanceof Uint32Array||t instanceof Int8Array||t instanceof Int16Array||t instanceof Int32Array||t instanceof Float32Array||t instanceof Float64Array||t instanceof Uint8ClampedArray},Z=function(t){return Object.keys(t).map((function(e){return t[e]}))},J={shape:function(t){for(var e=[];t.length;t=t[0])e.push(t.length);return e},flatten:function(t,e,r,n){var i=1;if(e.length)for(var a=0;a<e.length;++a)i*=e[a];else i=0;switch(r=n||Y.allocType(r,i),e.length){case 0:break;case 1:for(n=e[0],e=0;e<n;++e)r[e]=t[e];break;case 2:for(n=e[0],e=e[1],a=i=0;a<n;++a)for(var o=t[a],s=0;s<e;++s)r[i++]=o[s];break;case 3:c(t,e[0],e[1],e[2],r,0);break;default:!function t(e,r,n,i,a){for(var o=1,s=n+1;s<r.length;++s)o*=r[s];var l=r[n];if(4==r.length-n){var u=r[n+1],f=r[n+2];for(r=r[n+3],s=0;s<l;++s)c(e[s],u,f,r,i,a),a+=o}else for(s=0;s<l;++s)t(e[s],r,n+1,i,a),a+=o}(t,e,0,r,0)}return r}},K={\"[object Int8Array]\":5120,\"[object Int16Array]\":5122,\"[object Int32Array]\":5124,\"[object Uint8Array]\":5121,\"[object Uint8ClampedArray]\":5121,\"[object Uint16Array]\":5123,\"[object Uint32Array]\":5125,\"[object Float32Array]\":5126,\"[object Float64Array]\":5121,\"[object ArrayBuffer]\":5121},Q={int8:5120,int16:5122,int32:5124,uint8:5121,uint16:5123,uint32:5125,float:5126,float32:5126},$={dynamic:35048,stream:35040,static:35044},tt=J.flatten,et=J.shape,rt=[];rt[5120]=1,rt[5122]=2,rt[5124]=4,rt[5121]=1,rt[5123]=2,rt[5125]=4,rt[5126]=4;var nt={points:0,point:0,lines:1,line:1,triangles:4,triangle:4,\"line loop\":2,\"line strip\":3,\"triangle strip\":5,\"triangle fan\":6},it=new Float32Array(1),at=new Uint32Array(it.buffer),ot=[9984,9986,9985,9987],st=[0,6409,6410,6407,6408],lt={};lt[6409]=lt[6406]=lt[6402]=1,lt[34041]=lt[6410]=2,lt[6407]=lt[35904]=3,lt[6408]=lt[35906]=4;var ct=v(\"HTMLCanvasElement\"),ut=v(\"OffscreenCanvas\"),ft=v(\"CanvasRenderingContext2D\"),ht=v(\"ImageBitmap\"),pt=v(\"HTMLImageElement\"),dt=v(\"HTMLVideoElement\"),gt=Object.keys(K).concat([ct,ut,ft,ht,pt,dt]),mt=[];mt[5121]=1,mt[5126]=4,mt[36193]=2,mt[5123]=2,mt[5125]=4;var vt=[];vt[32854]=2,vt[32855]=2,vt[36194]=2,vt[34041]=4,vt[33776]=.5,vt[33777]=.5,vt[33778]=1,vt[33779]=1,vt[35986]=.5,vt[35987]=1,vt[34798]=1,vt[35840]=.5,vt[35841]=.25,vt[35842]=.5,vt[35843]=.25,vt[36196]=.5;var yt=[];yt[32854]=2,yt[32855]=2,yt[36194]=2,yt[33189]=2,yt[36168]=1,yt[34041]=4,yt[35907]=4,yt[34836]=16,yt[34842]=8,yt[34843]=6;var xt=function(t,e,r,n,i){function a(t){this.id=c++,this.refCount=1,this.renderbuffer=t,this.format=32854,this.height=this.width=0,i.profile&&(this.stats={size:0})}function o(e){var r=e.renderbuffer;t.bindRenderbuffer(36161,null),t.deleteRenderbuffer(r),e.renderbuffer=null,e.refCount=0,delete u[e.id],n.renderbufferCount--}var s={rgba4:32854,rgb565:36194,\"rgb5 a1\":32855,depth:33189,stencil:36168,\"depth stencil\":34041};e.ext_srgb&&(s.srgba=35907),e.ext_color_buffer_half_float&&(s.rgba16f=34842,s.rgb16f=34843),e.webgl_color_buffer_float&&(s.rgba32f=34836);var l=[];Object.keys(s).forEach((function(t){l[s[t]]=t}));var c=0,u={};return a.prototype.decRef=function(){0>=--this.refCount&&o(this)},i.profile&&(n.getTotalRenderbufferSize=function(){var t=0;return Object.keys(u).forEach((function(e){t+=u[e].stats.size})),t}),{create:function(e,r){function o(e,r){var n=0,a=0,u=32854;if(\"object\"==typeof e&&e?(\"shape\"in e?(n=0|(a=e.shape)[0],a=0|a[1]):(\"radius\"in e&&(n=a=0|e.radius),\"width\"in e&&(n=0|e.width),\"height\"in e&&(a=0|e.height)),\"format\"in e&&(u=s[e.format])):\"number\"==typeof e?(n=0|e,a=\"number\"==typeof r?0|r:n):e||(n=a=1),n!==c.width||a!==c.height||u!==c.format)return o.width=c.width=n,o.height=c.height=a,c.format=u,t.bindRenderbuffer(36161,c.renderbuffer),t.renderbufferStorage(36161,u,n,a),i.profile&&(c.stats.size=yt[c.format]*c.width*c.height),o.format=l[c.format],o}var c=new a(t.createRenderbuffer());return u[c.id]=c,n.renderbufferCount++,o(e,r),o.resize=function(e,r){var n=0|e,a=0|r||n;return n===c.width&&a===c.height||(o.width=c.width=n,o.height=c.height=a,t.bindRenderbuffer(36161,c.renderbuffer),t.renderbufferStorage(36161,c.format,n,a),i.profile&&(c.stats.size=yt[c.format]*c.width*c.height)),o},o._reglType=\"renderbuffer\",o._renderbuffer=c,i.profile&&(o.stats=c.stats),o.destroy=function(){c.decRef()},o},clear:function(){Z(u).forEach(o)},restore:function(){Z(u).forEach((function(e){e.renderbuffer=t.createRenderbuffer(),t.bindRenderbuffer(36161,e.renderbuffer),t.renderbufferStorage(36161,e.format,e.width,e.height)})),t.bindRenderbuffer(36161,null)}}},bt=[];bt[6408]=4,bt[6407]=3;var _t=[];_t[5121]=1,_t[5126]=4,_t[36193]=2;var wt=[\"x\",\"y\",\"z\",\"w\"],Tt=\"blend.func blend.equation stencil.func stencil.opFront stencil.opBack sample.coverage viewport scissor.box polygonOffset.offset\".split(\" \"),kt={0:0,1:1,zero:0,one:1,\"src color\":768,\"one minus src color\":769,\"src alpha\":770,\"one minus src alpha\":771,\"dst color\":774,\"one minus dst color\":775,\"dst alpha\":772,\"one minus dst alpha\":773,\"constant color\":32769,\"one minus constant color\":32770,\"constant alpha\":32771,\"one minus constant alpha\":32772,\"src alpha saturate\":776},Mt={never:512,less:513,\"<\":513,equal:514,\"=\":514,\"==\":514,\"===\":514,lequal:515,\"<=\":515,greater:516,\">\":516,notequal:517,\"!=\":517,\"!==\":517,gequal:518,\">=\":518,always:519},At={0:0,zero:0,keep:7680,replace:7681,increment:7682,decrement:7683,\"increment wrap\":34055,\"decrement wrap\":34056,invert:5386},St={cw:2304,ccw:2305},Et=new D(!1,!1,!1,(function(){}));return function(t){function e(){if(0===J.length)w&&w.update(),tt=null;else{tt=H.next(e),f();for(var t=J.length-1;0<=t;--t){var r=J[t];r&&r(I,null,0)}m.flush(),w&&w.update()}}function r(){!tt&&0<J.length&&(tt=H.next(e))}function n(){tt&&(H.cancel(e),tt=null)}function a(t){t.preventDefault(),n(),K.forEach((function(t){t()}))}function o(t){m.getError(),y.restore(),R.restore(),z.restore(),F.restore(),B.restore(),V.restore(),O.restore(),w&&w.restore(),Y.procs.refresh(),r(),Q.forEach((function(t){t()}))}function s(t){function e(t){var e={},r={};return Object.keys(t).forEach((function(n){var i=t[n];q.isDynamic(i)?r[n]=q.unbox(i,n):e[n]=i})),{dynamic:r,static:e}}var r=e(t.context||{}),n=e(t.uniforms||{}),i=e(t.attributes||{}),a=e(function(t){function e(t){if(t in r){var e=r[t];delete r[t],Object.keys(e).forEach((function(n){r[t+\".\"+n]=e[n]}))}}var r=U({},t);return delete r.uniforms,delete r.attributes,delete r.context,delete r.vao,\"stencil\"in r&&r.stencil.op&&(r.stencil.opBack=r.stencil.opFront=r.stencil.op,delete r.stencil.op),e(\"blend\"),e(\"depth\"),e(\"cull\"),e(\"stencil\"),e(\"polygonOffset\"),e(\"scissor\"),e(\"sample\"),\"vao\"in t&&(r.vao=t.vao),r}(t));t={gpuTime:0,cpuTime:0,count:0};var o=(r=Y.compile(a,i,n,r,t)).draw,s=r.batch,l=r.scope,c=[];return U((function(t,e){var r;if(\"function\"==typeof t)return l.call(this,null,t,0);if(\"function\"==typeof e)if(\"number\"==typeof t)for(r=0;r<t;++r)l.call(this,null,e,r);else{if(!Array.isArray(t))return l.call(this,t,e,0);for(r=0;r<t.length;++r)l.call(this,t[r],e,r)}else if(\"number\"==typeof t){if(0<t)return s.call(this,function(t){for(;c.length<t;)c.push(null);return c}(0|t),0|t)}else{if(!Array.isArray(t))return o.call(this,t);if(t.length)return s.call(this,t,t.length)}}),{stats:t})}function l(t,e){var r=0;Y.procs.poll();var n=e.color;n&&(m.clearColor(+n[0]||0,+n[1]||0,+n[2]||0,+n[3]||0),r|=16384),\"depth\"in e&&(m.clearDepth(+e.depth),r|=256),\"stencil\"in e&&(m.clearStencil(0|e.stencil),r|=1024),m.clear(r)}function c(t){return J.push(t),r(),{cancel:function(){var e=j(J,t);J[e]=function t(){var e=j(J,t);J[e]=J[J.length-1],--J.length,0>=J.length&&n()}}}}function u(){var t=X.viewport,e=X.scissor_box;t[0]=t[1]=e[0]=e[1]=0,I.viewportWidth=I.framebufferWidth=I.drawingBufferWidth=t[2]=e[2]=m.drawingBufferWidth,I.viewportHeight=I.framebufferHeight=I.drawingBufferHeight=t[3]=e[3]=m.drawingBufferHeight}function f(){I.tick+=1,I.time=g(),u(),Y.procs.poll()}function h(){u(),Y.procs.refresh(),w&&w.update()}function g(){return(G()-T)/1e3}if(!(t=i(t)))return null;var m=t.gl,v=m.getContextAttributes();m.isContextLost();var y=function(t,e){function r(e){var r;e=e.toLowerCase();try{r=n[e]=t.getExtension(e)}catch(t){}return!!r}for(var n={},i=0;i<e.extensions.length;++i){var a=e.extensions[i];if(!r(a))return e.onDestroy(),e.onDone('\"'+a+'\" extension is not supported by the current WebGL context, try upgrading your system or a different browser'),null}return e.optionalExtensions.forEach(r),{extensions:n,restore:function(){Object.keys(n).forEach((function(t){if(n[t]&&!r(t))throw Error(\"(regl): error restoring extension \"+t)}))}}}(m,t);if(!y)return null;var x=function(){var t={\"\":0},e=[\"\"];return{id:function(r){var n=t[r];return n||(n=t[r]=e.length,e.push(r),n)},str:function(t){return e[t]}}}(),b={vaoCount:0,bufferCount:0,elementsCount:0,framebufferCount:0,shaderCount:0,textureCount:0,cubeCount:0,renderbufferCount:0,maxTextureUnits:0},_=y.extensions,w=function(t,e){function r(){this.endQueryIndex=this.startQueryIndex=-1,this.sum=0,this.stats=null}function n(t,e,n){var i=o.pop()||new r;i.startQueryIndex=t,i.endQueryIndex=e,i.sum=0,i.stats=n,s.push(i)}if(!e.ext_disjoint_timer_query)return null;var i=[],a=[],o=[],s=[],l=[],c=[];return{beginQuery:function(t){var r=i.pop()||e.ext_disjoint_timer_query.createQueryEXT();e.ext_disjoint_timer_query.beginQueryEXT(35007,r),a.push(r),n(a.length-1,a.length,t)},endQuery:function(){e.ext_disjoint_timer_query.endQueryEXT(35007)},pushScopeStats:n,update:function(){var t,r;if(0!==(t=a.length)){c.length=Math.max(c.length,t+1),l.length=Math.max(l.length,t+1),l[0]=0;var n=c[0]=0;for(r=t=0;r<a.length;++r){var u=a[r];e.ext_disjoint_timer_query.getQueryObjectEXT(u,34919)?(n+=e.ext_disjoint_timer_query.getQueryObjectEXT(u,34918),i.push(u)):a[t++]=u,l[r+1]=n,c[r+1]=t}for(a.length=t,r=t=0;r<s.length;++r){var f=(n=s[r]).startQueryIndex;u=n.endQueryIndex;n.sum+=l[u]-l[f],f=c[f],(u=c[u])===f?(n.stats.gpuTime+=n.sum/1e6,o.push(n)):(n.startQueryIndex=f,n.endQueryIndex=u,s[t++]=n)}s.length=t}},getNumPendingQueries:function(){return a.length},clear:function(){i.push.apply(i,a);for(var t=0;t<i.length;t++)e.ext_disjoint_timer_query.deleteQueryEXT(i[t]);a.length=0,i.length=0},restore:function(){a.length=0,i.length=0}}}(0,_),T=G(),A=m.drawingBufferWidth,L=m.drawingBufferHeight,I={tick:0,time:0,viewportWidth:A,viewportHeight:L,framebufferWidth:A,framebufferHeight:L,drawingBufferWidth:A,drawingBufferHeight:L,pixelRatio:t.pixelRatio},P=W(m,_),z=p(m,b,t,(function(t){return O.destroyBuffer(t)})),O=S(m,_,P,b,z),D=d(m,_,z,b),R=E(m,x,b,t),F=k(m,_,P,(function(){Y.procs.poll()}),I,b,t),B=xt(m,_,0,b,t),V=M(m,_,P,F,B,b),Y=N(m,x,_,P,z,D,0,V,{},O,R,{elements:null,primitive:4,count:-1,offset:0,instances:-1},I,w,t),X=(x=C(m,V,Y.procs.poll,I),Y.next),Z=m.canvas,J=[],K=[],Q=[],$=[t.onDestroy],tt=null;Z&&(Z.addEventListener(\"webglcontextlost\",a,!1),Z.addEventListener(\"webglcontextrestored\",o,!1));var et=V.setFBO=s({framebuffer:q.define.call(null,1,\"framebuffer\")});return h(),v=U(s,{clear:function(t){if(\"framebuffer\"in t)if(t.framebuffer&&\"framebufferCube\"===t.framebuffer_reglType)for(var e=0;6>e;++e)et(U({framebuffer:t.framebuffer.faces[e]},t),l);else et(t,l);else l(0,t)},prop:q.define.bind(null,1),context:q.define.bind(null,2),this:q.define.bind(null,3),draw:s({}),buffer:function(t){return z.create(t,34962,!1,!1)},elements:function(t){return D.create(t,!1)},texture:F.create2D,cube:F.createCube,renderbuffer:B.create,framebuffer:V.create,framebufferCube:V.createCube,vao:O.createVAO,attributes:v,frame:c,on:function(t,e){var r;switch(t){case\"frame\":return c(e);case\"lost\":r=K;break;case\"restore\":r=Q;break;case\"destroy\":r=$}return r.push(e),{cancel:function(){for(var t=0;t<r.length;++t)if(r[t]===e){r[t]=r[r.length-1],r.pop();break}}}},limits:P,hasExtension:function(t){return 0<=P.extensions.indexOf(t.toLowerCase())},read:x,destroy:function(){J.length=0,n(),Z&&(Z.removeEventListener(\"webglcontextlost\",a),Z.removeEventListener(\"webglcontextrestored\",o)),R.clear(),V.clear(),B.clear(),F.clear(),D.clear(),z.clear(),O.clear(),w&&w.clear(),$.forEach((function(t){t()}))},_gl:m,_refresh:h,poll:function(){f(),w&&w.update()},now:g,stats:b}),t.onDone(null,v),v}}))},{}],541:[function(t,e,r){\n",
       "/*!\n",
       " * repeat-string <https://github.com/jonschlinkert/repeat-string>\n",
       " *\n",
       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
       " * Licensed under the MIT License.\n",
       " */\n",
       "\"use strict\";var n,i=\"\";e.exports=function(t,e){if(\"string\"!=typeof t)throw new TypeError(\"expected a string\");if(1===e)return t;if(2===e)return t+t;var r=t.length*e;if(n!==t||\"undefined\"==typeof n)n=t,i=\"\";else if(i.length>=r)return i.substr(0,r);for(;r>i.length&&e>1;)1&e&&(i+=t),e>>=1,t+=t;return i=(i+=t).substr(0,r)}},{}],542:[function(t,e,r){(function(t){(function(){e.exports=t.performance&&t.performance.now?function(){return performance.now()}:Date.now||function(){return+new Date}}).call(this)}).call(this,\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:\"undefined\"!=typeof window?window:{})},{}],543:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.length,r=t[t.length-1],n=e,i=e-2;i>=0;--i){var a=r,o=t[i];(l=o-((r=a+o)-a))&&(t[--n]=r,r=l)}var s=0;for(i=n;i<e;++i){var l;a=t[i];(l=(o=r)-((r=a+o)-a))&&(t[s++]=l)}return t[s++]=r,t.length=s,t}},{}],544:[function(t,e,r){\"use strict\";var n=t(\"two-product\"),i=t(\"robust-sum\"),a=t(\"robust-scale\"),o=t(\"robust-compress\");function s(t,e){for(var r=new Array(t.length-1),n=1;n<t.length;++n)for(var i=r[n-1]=new Array(t.length-1),a=0,o=0;a<t.length;++a)a!==e&&(i[o++]=t[n][a]);return r}function l(t){for(var e=new Array(t),r=0;r<t;++r){e[r]=new Array(t);for(var n=0;n<t;++n)e[r][n]=[\"m[\",r,\"][\",n,\"]\"].join(\"\")}return e}function c(t){if(2===t.length)return[\"sum(prod(\",t[0][0],\",\",t[1][1],\"),prod(-\",t[0][1],\",\",t[1][0],\"))\"].join(\"\");for(var e=[],r=0;r<t.length;++r)e.push([\"scale(\",c(s(t,r)),\",\",(n=r,1&n?\"-\":\"\"),t[0][r],\")\"].join(\"\"));return function t(e){if(1===e.length)return e[0];if(2===e.length)return[\"sum(\",e[0],\",\",e[1],\")\"].join(\"\");var r=e.length>>1;return[\"sum(\",t(e.slice(0,r)),\",\",t(e.slice(r)),\")\"].join(\"\")}(e);var n}function u(t){return new Function(\"sum\",\"scale\",\"prod\",\"compress\",[\"function robustDeterminant\",t,\"(m){return compress(\",c(l(t)),\")};return robustDeterminant\",t].join(\"\"))(i,a,n,o)}var f=[function(){return[0]},function(t){return[t[0][0]]}];!function(){for(;f.length<6;)f.push(u(f.length));for(var t=[],r=[\"function robustDeterminant(m){switch(m.length){\"],n=0;n<6;++n)t.push(\"det\"+n),r.push(\"case \",n,\":return det\",n,\"(m);\");r.push(\"}var det=CACHE[m.length];if(!det)det=CACHE[m.length]=gen(m.length);return det(m);}return robustDeterminant\"),t.push(\"CACHE\",\"gen\",r.join(\"\"));var i=Function.apply(void 0,t);for(e.exports=i.apply(void 0,f.concat([f,u])),n=0;n<f.length;++n)e.exports[n]=f[n]}()},{\"robust-compress\":543,\"robust-scale\":550,\"robust-sum\":553,\"two-product\":582}],545:[function(t,e,r){\"use strict\";var n=t(\"two-product\"),i=t(\"robust-sum\");e.exports=function(t,e){for(var r=n(t[0],e[0]),a=1;a<t.length;++a)r=i(r,n(t[a],e[a]));return r}},{\"robust-sum\":553,\"two-product\":582}],546:[function(t,e,r){\"use strict\";var n=t(\"two-product\"),i=t(\"robust-sum\"),a=t(\"robust-subtract\"),o=t(\"robust-scale\");function s(t,e){for(var r=new Array(t.length-1),n=1;n<t.length;++n)for(var i=r[n-1]=new Array(t.length-1),a=0,o=0;a<t.length;++a)a!==e&&(i[o++]=t[n][a]);return r}function l(t){if(1===t.length)return t[0];if(2===t.length)return[\"sum(\",t[0],\",\",t[1],\")\"].join(\"\");var e=t.length>>1;return[\"sum(\",l(t.slice(0,e)),\",\",l(t.slice(e)),\")\"].join(\"\")}function c(t,e){if(\"m\"===t.charAt(0)){if(\"w\"===e.charAt(0)){var r=t.split(\"[\");return[\"w\",e.substr(1),\"m\",r[0].substr(1)].join(\"\")}return[\"prod(\",t,\",\",e,\")\"].join(\"\")}return c(e,t)}function u(t){if(2===t.length)return[[\"diff(\",c(t[0][0],t[1][1]),\",\",c(t[1][0],t[0][1]),\")\"].join(\"\")];for(var e=[],r=0;r<t.length;++r)e.push([\"scale(\",l(u(s(t,r))),\",\",(n=r,!0&n?\"-\":\"\"),t[0][r],\")\"].join(\"\"));return e;var n}function f(t,e){for(var r=[],n=0;n<e-2;++n)r.push([\"prod(m\",t,\"[\",n,\"],m\",t,\"[\",n,\"])\"].join(\"\"));return l(r)}function h(t){for(var e=[],r=[],c=function(t){for(var e=new Array(t),r=0;r<t;++r){e[r]=new Array(t);for(var n=0;n<t;++n)e[r][n]=[\"m\",n,\"[\",t-r-2,\"]\"].join(\"\")}return e}(t),h=0;h<t;++h)c[0][h]=\"1\",c[t-1][h]=\"w\"+h;for(h=0;h<t;++h)0==(1&h)?e.push.apply(e,u(s(c,h))):r.push.apply(r,u(s(c,h)));var p=l(e),d=l(r),g=\"exactInSphere\"+t,m=[];for(h=0;h<t;++h)m.push(\"m\"+h);var v=[\"function \",g,\"(\",m.join(),\"){\"];for(h=0;h<t;++h){v.push(\"var w\",h,\"=\",f(h,t),\";\");for(var y=0;y<t;++y)y!==h&&v.push(\"var w\",h,\"m\",y,\"=scale(w\",h,\",m\",y,\"[0]);\")}return v.push(\"var p=\",p,\",n=\",d,\",d=diff(p,n);return d[d.length-1];}return \",g),new Function(\"sum\",\"diff\",\"prod\",\"scale\",v.join(\"\"))(i,a,n,o)}var p=[function(){return 0},function(){return 0},function(){return 0}];function d(t){var e=p[t.length];return e||(e=p[t.length]=h(t.length)),e.apply(void 0,t)}!function(){for(;p.length<=6;)p.push(h(p.length));for(var t=[],r=[\"slow\"],n=0;n<=6;++n)t.push(\"a\"+n),r.push(\"o\"+n);var i=[\"function testInSphere(\",t.join(),\"){switch(arguments.length){case 0:case 1:return 0;\"];for(n=2;n<=6;++n)i.push(\"case \",n,\":return o\",n,\"(\",t.slice(0,n).join(),\");\");i.push(\"}var s=new Array(arguments.length);for(var i=0;i<arguments.length;++i){s[i]=arguments[i]};return slow(s);}return testInSphere\"),r.push(i.join(\"\"));var a=Function.apply(void 0,r);for(e.exports=a.apply(void 0,[d].concat(p)),n=0;n<=6;++n)e.exports[n]=p[n]}()},{\"robust-scale\":550,\"robust-subtract\":552,\"robust-sum\":553,\"two-product\":582}],547:[function(t,e,r){\"use strict\";var n=t(\"robust-determinant\");function i(t){for(var e=\"robustLinearSolve\"+t+\"d\",r=[\"function \",e,\"(A,b){return [\"],i=0;i<t;++i){r.push(\"det([\");for(var a=0;a<t;++a){a>0&&r.push(\",\"),r.push(\"[\");for(var o=0;o<t;++o)o>0&&r.push(\",\"),o===i?r.push(\"+b[\",a,\"]\"):r.push(\"+A[\",a,\"][\",o,\"]\");r.push(\"]\")}r.push(\"]),\")}r.push(\"det(A)]}return \",e);var s=new Function(\"det\",r.join(\"\"));return s(t<6?n[t]:n)}var a=[function(){return[0]},function(t,e){return[[e[0]],[t[0][0]]]}];!function(){for(;a.length<6;)a.push(i(a.length));for(var t=[],r=[\"function dispatchLinearSolve(A,b){switch(A.length){\"],n=0;n<6;++n)t.push(\"s\"+n),r.push(\"case \",n,\":return s\",n,\"(A,b);\");r.push(\"}var s=CACHE[A.length];if(!s)s=CACHE[A.length]=g(A.length);return s(A,b)}return dispatchLinearSolve\"),t.push(\"CACHE\",\"g\",r.join(\"\"));var o=Function.apply(void 0,t);for(e.exports=o.apply(void 0,a.concat([a,i])),n=0;n<6;++n)e.exports[n]=a[n]}()},{\"robust-determinant\":544}],548:[function(t,e,r){\"use strict\";var n=t(\"two-product\"),i=t(\"robust-sum\"),a=t(\"robust-scale\"),o=t(\"robust-subtract\");function s(t,e){for(var r=new Array(t.length-1),n=1;n<t.length;++n)for(var i=r[n-1]=new Array(t.length-1),a=0,o=0;a<t.length;++a)a!==e&&(i[o++]=t[n][a]);return r}function l(t){if(1===t.length)return t[0];if(2===t.length)return[\"sum(\",t[0],\",\",t[1],\")\"].join(\"\");var e=t.length>>1;return[\"sum(\",l(t.slice(0,e)),\",\",l(t.slice(e)),\")\"].join(\"\")}function c(t){if(2===t.length)return[[\"sum(prod(\",t[0][0],\",\",t[1][1],\"),prod(-\",t[0][1],\",\",t[1][0],\"))\"].join(\"\")];for(var e=[],r=0;r<t.length;++r)e.push([\"scale(\",l(c(s(t,r))),\",\",(n=r,1&n?\"-\":\"\"),t[0][r],\")\"].join(\"\"));return e;var n}function u(t){for(var e=[],r=[],u=function(t){for(var e=new Array(t),r=0;r<t;++r){e[r]=new Array(t);for(var n=0;n<t;++n)e[r][n]=[\"m\",n,\"[\",t-r-1,\"]\"].join(\"\")}return e}(t),f=[],h=0;h<t;++h)0==(1&h)?e.push.apply(e,c(s(u,h))):r.push.apply(r,c(s(u,h))),f.push(\"m\"+h);var p=l(e),d=l(r),g=\"orientation\"+t+\"Exact\",m=[\"function \",g,\"(\",f.join(),\"){var p=\",p,\",n=\",d,\",d=sub(p,n);return d[d.length-1];};return \",g].join(\"\");return new Function(\"sum\",\"prod\",\"scale\",\"sub\",m)(i,n,a,o)}var f=u(3),h=u(4),p=[function(){return 0},function(){return 0},function(t,e){return e[0]-t[0]},function(t,e,r){var n,i=(t[1]-r[1])*(e[0]-r[0]),a=(t[0]-r[0])*(e[1]-r[1]),o=i-a;if(i>0){if(a<=0)return o;n=i+a}else{if(!(i<0))return o;if(a>=0)return o;n=-(i+a)}var s=33306690738754716e-32*n;return o>=s||o<=-s?o:f(t,e,r)},function(t,e,r,n){var i=t[0]-n[0],a=e[0]-n[0],o=r[0]-n[0],s=t[1]-n[1],l=e[1]-n[1],c=r[1]-n[1],u=t[2]-n[2],f=e[2]-n[2],p=r[2]-n[2],d=a*c,g=o*l,m=o*s,v=i*c,y=i*l,x=a*s,b=u*(d-g)+f*(m-v)+p*(y-x),_=7771561172376103e-31*((Math.abs(d)+Math.abs(g))*Math.abs(u)+(Math.abs(m)+Math.abs(v))*Math.abs(f)+(Math.abs(y)+Math.abs(x))*Math.abs(p));return b>_||-b>_?b:h(t,e,r,n)}];function d(t){var e=p[t.length];return e||(e=p[t.length]=u(t.length)),e.apply(void 0,t)}!function(){for(;p.length<=5;)p.push(u(p.length));for(var t=[],r=[\"slow\"],n=0;n<=5;++n)t.push(\"a\"+n),r.push(\"o\"+n);var i=[\"function getOrientation(\",t.join(),\"){switch(arguments.length){case 0:case 1:return 0;\"];for(n=2;n<=5;++n)i.push(\"case \",n,\":return o\",n,\"(\",t.slice(0,n).join(),\");\");i.push(\"}var s=new Array(arguments.length);for(var i=0;i<arguments.length;++i){s[i]=arguments[i]};return slow(s);}return getOrientation\"),r.push(i.join(\"\"));var a=Function.apply(void 0,r);for(e.exports=a.apply(void 0,[d].concat(p)),n=0;n<=5;++n)e.exports[n]=p[n]}()},{\"robust-scale\":550,\"robust-subtract\":552,\"robust-sum\":553,\"two-product\":582}],549:[function(t,e,r){\"use strict\";var n=t(\"robust-sum\"),i=t(\"robust-scale\");e.exports=function(t,e){if(1===t.length)return i(e,t[0]);if(1===e.length)return i(t,e[0]);if(0===t.length||0===e.length)return[0];var r=[0];if(t.length<e.length)for(var a=0;a<t.length;++a)r=n(r,i(e,t[a]));else for(a=0;a<e.length;++a)r=n(r,i(t,e[a]));return r}},{\"robust-scale\":550,\"robust-sum\":553}],550:[function(t,e,r){\"use strict\";var n=t(\"two-product\"),i=t(\"two-sum\");e.exports=function(t,e){var r=t.length;if(1===r){var a=n(t[0],e);return a[0]?a:[a[1]]}var o=new Array(2*r),s=[.1,.1],l=[.1,.1],c=0;n(t[0],e,s),s[0]&&(o[c++]=s[0]);for(var u=1;u<r;++u){n(t[u],e,l);var f=s[1];i(f,l[0],s),s[0]&&(o[c++]=s[0]);var h=l[1],p=s[1],d=h+p,g=p-(d-h);s[1]=d,g&&(o[c++]=g)}s[1]&&(o[c++]=s[1]);0===c&&(o[c++]=0);return o.length=c,o}},{\"two-product\":582,\"two-sum\":583}],551:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,i){var a=n(t,r,i),o=n(e,r,i);if(a>0&&o>0||a<0&&o<0)return!1;var s=n(r,t,e),l=n(i,t,e);if(s>0&&l>0||s<0&&l<0)return!1;if(0===a&&0===o&&0===s&&0===l)return function(t,e,r,n){for(var i=0;i<2;++i){var a=t[i],o=e[i],s=Math.min(a,o),l=Math.max(a,o),c=r[i],u=n[i],f=Math.min(c,u);if(Math.max(c,u)<s||l<f)return!1}return!0}(t,e,r,i);return!0};var n=t(\"robust-orientation\")[3]},{\"robust-orientation\":548}],552:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=0|t.length,n=0|e.length;if(1===r&&1===n)return function(t,e){var r=t+e,n=r-t,i=t-(r-n)+(e-n);if(i)return[i,r];return[r]}(t[0],-e[0]);var i,a,o=new Array(r+n),s=0,l=0,c=0,u=Math.abs,f=t[l],h=u(f),p=-e[c],d=u(p);h<d?(a=f,(l+=1)<r&&(f=t[l],h=u(f))):(a=p,(c+=1)<n&&(p=-e[c],d=u(p)));l<r&&h<d||c>=n?(i=f,(l+=1)<r&&(f=t[l],h=u(f))):(i=p,(c+=1)<n&&(p=-e[c],d=u(p)));var g,m,v=i+a,y=v-i,x=a-y,b=x,_=v;for(;l<r&&c<n;)h<d?(i=f,(l+=1)<r&&(f=t[l],h=u(f))):(i=p,(c+=1)<n&&(p=-e[c],d=u(p))),(x=(a=b)-(y=(v=i+a)-i))&&(o[s++]=x),b=_-((g=_+v)-(m=g-_))+(v-m),_=g;for(;l<r;)(x=(a=b)-(y=(v=(i=f)+a)-i))&&(o[s++]=x),b=_-((g=_+v)-(m=g-_))+(v-m),_=g,(l+=1)<r&&(f=t[l]);for(;c<n;)(x=(a=b)-(y=(v=(i=p)+a)-i))&&(o[s++]=x),b=_-((g=_+v)-(m=g-_))+(v-m),_=g,(c+=1)<n&&(p=-e[c]);b&&(o[s++]=b);_&&(o[s++]=_);s||(o[s++]=0);return o.length=s,o}},{}],553:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=0|t.length,n=0|e.length;if(1===r&&1===n)return function(t,e){var r=t+e,n=r-t,i=t-(r-n)+(e-n);if(i)return[i,r];return[r]}(t[0],e[0]);var i,a,o=new Array(r+n),s=0,l=0,c=0,u=Math.abs,f=t[l],h=u(f),p=e[c],d=u(p);h<d?(a=f,(l+=1)<r&&(f=t[l],h=u(f))):(a=p,(c+=1)<n&&(p=e[c],d=u(p)));l<r&&h<d||c>=n?(i=f,(l+=1)<r&&(f=t[l],h=u(f))):(i=p,(c+=1)<n&&(p=e[c],d=u(p)));var g,m,v=i+a,y=v-i,x=a-y,b=x,_=v;for(;l<r&&c<n;)h<d?(i=f,(l+=1)<r&&(f=t[l],h=u(f))):(i=p,(c+=1)<n&&(p=e[c],d=u(p))),(x=(a=b)-(y=(v=i+a)-i))&&(o[s++]=x),b=_-((g=_+v)-(m=g-_))+(v-m),_=g;for(;l<r;)(x=(a=b)-(y=(v=(i=f)+a)-i))&&(o[s++]=x),b=_-((g=_+v)-(m=g-_))+(v-m),_=g,(l+=1)<r&&(f=t[l]);for(;c<n;)(x=(a=b)-(y=(v=(i=p)+a)-i))&&(o[s++]=x),b=_-((g=_+v)-(m=g-_))+(v-m),_=g,(c+=1)<n&&(p=e[c]);b&&(o[s++]=b);_&&(o[s++]=_);s||(o[s++]=0);return o.length=s,o}},{}],554:[function(t,e,r){\"use strict\";e.exports=function(t){return t<0?-1:t>0?1:0}},{}],555:[function(t,e,r){\"use strict\";e.exports=function(t){return i(n(t))};var n=t(\"boundary-cells\"),i=t(\"reduce-simplicial-complex\")},{\"boundary-cells\":100,\"reduce-simplicial-complex\":533}],556:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,s){r=r||0,\"undefined\"==typeof s&&(s=function(t){for(var e=t.length,r=0,n=0;n<e;++n)r=0|Math.max(r,t[n].length);return r-1}(t));if(0===t.length||s<1)return{cells:[],vertexIds:[],vertexWeights:[]};var l=function(t,e){for(var r=t.length,n=i.mallocUint8(r),a=0;a<r;++a)n[a]=t[a]<e|0;return n}(e,+r),c=function(t,e){for(var r=t.length,o=e*(e+1)/2*r|0,s=i.mallocUint32(2*o),l=0,c=0;c<r;++c)for(var u=t[c],f=(e=u.length,0);f<e;++f)for(var h=0;h<f;++h){var p=u[h],d=u[f];s[l++]=0|Math.min(p,d),s[l++]=0|Math.max(p,d)}a(n(s,[l/2|0,2]));var g=2;for(c=2;c<l;c+=2)s[c-2]===s[c]&&s[c-1]===s[c+1]||(s[g++]=s[c],s[g++]=s[c+1]);return n(s,[g/2|0,2])}(t,s),u=function(t,e,r,a){for(var o=t.data,s=t.shape[0],l=i.mallocDouble(s),c=0,u=0;u<s;++u){var f=o[2*u],h=o[2*u+1];if(r[f]!==r[h]){var p=e[f],d=e[h];o[2*c]=f,o[2*c+1]=h,l[c++]=(d-a)/(d-p)}}return t.shape[0]=c,n(l,[c])}(c,e,l,+r),f=function(t,e){var r=i.mallocInt32(2*e),n=t.shape[0],a=t.data;r[0]=0;for(var o=0,s=0;s<n;++s){var l=a[2*s];if(l!==o){for(r[2*o+1]=s;++o<l;)r[2*o]=s,r[2*o+1]=s;r[2*o]=s}}r[2*o+1]=n;for(;++o<e;)r[2*o]=r[2*o+1]=n;return r}(c,0|e.length),h=o(s)(t,c.data,f,l),p=function(t){for(var e=0|t.shape[0],r=t.data,n=new Array(e),i=0;i<e;++i)n[i]=[r[2*i],r[2*i+1]];return n}(c),d=[].slice.call(u.data,0,u.shape[0]);return i.free(l),i.free(c.data),i.free(u.data),i.free(f),{cells:h,vertexIds:p,vertexWeights:d}};var n=t(\"ndarray\"),i=t(\"typedarray-pool\"),a=t(\"ndarray-sort\"),o=t(\"./lib/codegen\")},{\"./lib/codegen\":557,ndarray:495,\"ndarray-sort\":494,\"typedarray-pool\":595}],557:[function(t,e,r){\"use strict\";e.exports=function(t){var e=a[t];e||(e=a[t]=function(t){var e=0,r=new Array(t+1);r[0]=[[]];for(var a=1;a<=t;++a)for(var o=r[a]=i(a),s=0;s<o.length;++s)e=Math.max(e,o[a].length);var l=[\"function B(C,E,i,j){\",\"var a=Math.min(i,j)|0,b=Math.max(i,j)|0,l=C[2*a],h=C[2*a+1];\",\"while(l<h){\",\"var m=(l+h)>>1,v=E[2*m+1];\",\"if(v===b){return m}\",\"if(b<v){h=m}else{l=m+1}\",\"}\",\"return l;\",\"};\",\"function getContour\",t,\"d(F,E,C,S){\",\"var n=F.length,R=[];\",\"for(var i=0;i<n;++i){var c=F[i],l=c.length;\"];function c(t){if(!(t.length<=0)){l.push(\"R.push(\");for(var e=0;e<t.length;++e){var r=t[e];e>0&&l.push(\",\"),l.push(\"[\");for(var n=0;n<r.length;++n){var i=r[n];n>0&&l.push(\",\"),l.push(\"B(C,E,c[\",i[0],\"],c[\",i[1],\"])\")}l.push(\"]\")}l.push(\");\")}}for(a=t+1;a>1;--a){a<t+1&&l.push(\"else \"),l.push(\"if(l===\",a,\"){\");var u=[];for(s=0;s<a;++s)u.push(\"(S[c[\"+s+\"]]<<\"+s+\")\");l.push(\"var M=\",u.join(\"+\"),\";if(M===0||M===\",(1<<a)-1,\"){continue}switch(M){\");for(o=r[a-1],s=0;s<o.length;++s)l.push(\"case \",s,\":\"),c(o[s]),l.push(\"break;\");l.push(\"}}\")}return l.push(\"}return R;};return getContour\",t,\"d\"),new Function(\"pool\",l.join(\"\"))(n)}(t));return e};var n=t(\"typedarray-pool\"),i=t(\"marching-simplex-table\"),a={}},{\"marching-simplex-table\":474,\"typedarray-pool\":595}],558:[function(t,e,r){\"use strict\";var n=t(\"bit-twiddle\"),i=t(\"union-find\");function a(t,e){var r=t.length,n=t.length-e.length,i=Math.min;if(n)return n;switch(r){case 0:return 0;case 1:return t[0]-e[0];case 2:return(s=t[0]+t[1]-e[0]-e[1])||i(t[0],t[1])-i(e[0],e[1]);case 3:var a=t[0]+t[1],o=e[0]+e[1];if(s=a+t[2]-(o+e[2]))return s;var s,l=i(t[0],t[1]),c=i(e[0],e[1]);return(s=i(l,t[2])-i(c,e[2]))||i(l+t[2],a)-i(c+e[2],o);default:var u=t.slice(0);u.sort();var f=e.slice(0);f.sort();for(var h=0;h<r;++h)if(n=u[h]-f[h])return n;return 0}}function o(t,e){return a(t[0],e[0])}function s(t,e){if(e){for(var r=t.length,n=new Array(r),i=0;i<r;++i)n[i]=[t[i],e[i]];n.sort(o);for(i=0;i<r;++i)t[i]=n[i][0],e[i]=n[i][1];return t}return t.sort(a),t}function l(t){if(0===t.length)return[];for(var e=1,r=t.length,n=1;n<r;++n){var i=t[n];if(a(i,t[n-1])){if(n===e){e++;continue}t[e++]=i}}return t.length=e,t}function c(t,e){for(var r=0,n=t.length-1,i=-1;r<=n;){var o=r+n>>1,s=a(t[o],e);s<=0?(0===s&&(i=o),r=o+1):s>0&&(n=o-1)}return i}function u(t,e){for(var r=new Array(t.length),i=0,o=r.length;i<o;++i)r[i]=[];for(var s=[],l=(i=0,e.length);i<l;++i)for(var u=e[i],f=u.length,h=1,p=1<<f;h<p;++h){s.length=n.popCount(h);for(var d=0,g=0;g<f;++g)h&1<<g&&(s[d++]=u[g]);var m=c(t,s);if(!(m<0))for(;r[m++].push(i),!(m>=t.length||0!==a(t[m],s)););}return r}function f(t,e){if(e<0)return[];for(var r=[],i=(1<<e+1)-1,a=0;a<t.length;++a)for(var o=t[a],l=i;l<1<<o.length;l=n.nextCombination(l)){for(var c=new Array(e+1),u=0,f=0;f<o.length;++f)l&1<<f&&(c[u++]=o[f]);r.push(c)}return s(r)}r.dimension=function(t){for(var e=0,r=Math.max,n=0,i=t.length;n<i;++n)e=r(e,t[n].length);return e-1},r.countVertices=function(t){for(var e=-1,r=Math.max,n=0,i=t.length;n<i;++n)for(var a=t[n],o=0,s=a.length;o<s;++o)e=r(e,a[o]);return e+1},r.cloneCells=function(t){for(var e=new Array(t.length),r=0,n=t.length;r<n;++r)e[r]=t[r].slice(0);return e},r.compareCells=a,r.normalize=s,r.unique=l,r.findCell=c,r.incidence=u,r.dual=function(t,e){if(!e)return u(l(f(t,0)),t);for(var r=new Array(e),n=0;n<e;++n)r[n]=[];n=0;for(var i=t.length;n<i;++n)for(var a=t[n],o=0,s=a.length;o<s;++o)r[a[o]].push(n);return r},r.explode=function(t){for(var e=[],r=0,n=t.length;r<n;++r)for(var i=t[r],a=0|i.length,o=1,l=1<<a;o<l;++o){for(var c=[],u=0;u<a;++u)o>>>u&1&&c.push(i[u]);e.push(c)}return s(e)},r.skeleton=f,r.boundary=function(t){for(var e=[],r=0,n=t.length;r<n;++r)for(var i=t[r],a=0,o=i.length;a<o;++a){for(var l=new Array(i.length-1),c=0,u=0;c<o;++c)c!==a&&(l[u++]=i[c]);e.push(l)}return s(e)},r.connectedComponents=function(t,e){return e?function(t,e){for(var r=new i(e),n=0;n<t.length;++n)for(var a=t[n],o=0;o<a.length;++o)for(var s=o+1;s<a.length;++s)r.link(a[o],a[s]);var l=[],c=r.ranks;for(n=0;n<c.length;++n)c[n]=-1;for(n=0;n<t.length;++n){var u=r.find(t[n][0]);c[u]<0?(c[u]=l.length,l.push([t[n].slice(0)])):l[c[u]].push(t[n].slice(0))}return l}(t,e):function(t){for(var e=l(s(f(t,0))),r=new i(e.length),n=0;n<t.length;++n)for(var a=t[n],o=0;o<a.length;++o)for(var u=c(e,[a[o]]),h=o+1;h<a.length;++h)r.link(u,c(e,[a[h]]));var p=[],d=r.ranks;for(n=0;n<d.length;++n)d[n]=-1;for(n=0;n<t.length;++n){var g=r.find(c(e,[t[n][0]]));d[g]<0?(d[g]=p.length,p.push([t[n].slice(0)])):p[d[g]].push(t[n].slice(0))}return p}(t)}},{\"bit-twiddle\":97,\"union-find\":596}],559:[function(t,e,r){arguments[4][97][0].apply(r,arguments)},{dup:97}],560:[function(t,e,r){arguments[4][558][0].apply(r,arguments)},{\"bit-twiddle\":559,dup:558,\"union-find\":561}],561:[function(t,e,r){\"use strict\";function n(t){this.roots=new Array(t),this.ranks=new Array(t);for(var e=0;e<t;++e)this.roots[e]=e,this.ranks[e]=0}e.exports=n,n.prototype.length=function(){return this.roots.length},n.prototype.makeSet=function(){var t=this.roots.length;return this.roots.push(t),this.ranks.push(0),t},n.prototype.find=function(t){for(var e=this.roots;e[t]!==t;){var r=e[t];e[t]=e[r],t=r}return t},n.prototype.link=function(t,e){var r=this.find(t),n=this.find(e);if(r!==n){var i=this.ranks,a=this.roots,o=i[r],s=i[n];o<s?a[r]=n:s<o?a[n]=r:(a[n]=r,++i[r])}}},{}],562:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){for(var a=e.length,o=t.length,s=new Array(a),l=new Array(a),c=new Array(a),u=new Array(a),f=0;f<a;++f)s[f]=l[f]=-1,c[f]=1/0,u[f]=!1;for(f=0;f<o;++f){var h=t[f];if(2!==h.length)throw new Error(\"Input must be a graph\");var p=h[1],d=h[0];-1!==l[d]?l[d]=-2:l[d]=p,-1!==s[p]?s[p]=-2:s[p]=d}function g(t){if(u[t])return 1/0;var r,i,a,o,c,f=s[t],h=l[t];return f<0||h<0?1/0:(r=e[t],i=e[f],a=e[h],o=Math.abs(n(r,i,a)),c=Math.sqrt(Math.pow(i[0]-a[0],2)+Math.pow(i[1]-a[1],2)),o/c)}function m(t,e){var r=k[t],n=k[e];k[t]=n,k[e]=r,M[r]=e,M[n]=t}function v(t){return c[k[t]]}function y(t){return 1&t?t-1>>1:(t>>1)-1}function x(t){for(var e=v(t);;){var r=e,n=2*t+1,i=2*(t+1),a=t;if(n<A){var o=v(n);o<r&&(a=n,r=o)}if(i<A)v(i)<r&&(a=i);if(a===t)return t;m(t,a),t=a}}function b(t){for(var e=v(t);t>0;){var r=y(t);if(r>=0)if(e<v(r)){m(t,r),t=r;continue}return t}}function _(){if(A>0){var t=k[0];return m(0,A-1),A-=1,x(0),t}return-1}function w(t,e){var r=k[t];return c[r]===e?t:(c[r]=-1/0,b(t),_(),c[r]=e,b((A+=1)-1))}function T(t){if(!u[t]){u[t]=!0;var e=s[t],r=l[t];s[r]>=0&&(s[r]=e),l[e]>=0&&(l[e]=r),M[e]>=0&&w(M[e],g(e)),M[r]>=0&&w(M[r],g(r))}}var k=[],M=new Array(a);for(f=0;f<a;++f){(c[f]=g(f))<1/0?(M[f]=k.length,k.push(f)):M[f]=-1}var A=k.length;for(f=A>>1;f>=0;--f)x(f);for(;;){var S=_();if(S<0||c[S]>r)break;T(S)}var E=[];for(f=0;f<a;++f)u[f]||(M[f]=E.length,E.push(e[f].slice()));E.length;function C(t,e){if(t[e]<0)return e;var r=e,n=e;do{var i=t[n];if(!u[n]||i<0||i===n)break;if(i=t[n=i],!u[n]||i<0||i===n)break;n=i,r=t[r]}while(r!==n);for(var a=e;a!==n;a=t[a])t[a]=n;return n}var L=[];return t.forEach((function(t){var e=C(s,t[0]),r=C(l,t[1]);if(e>=0&&r>=0&&e!==r){var n=M[e],i=M[r];n!==i&&L.push([n,i])}})),i.unique(i.normalize(L)),{positions:E,edges:L}};var n=t(\"robust-orientation\"),i=t(\"simplicial-complex\")},{\"robust-orientation\":548,\"simplicial-complex\":560}],563:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r,a,o,s;if(e[0][0]<e[1][0])r=e[0],a=e[1];else{if(!(e[0][0]>e[1][0]))return i(e,t);r=e[1],a=e[0]}if(t[0][0]<t[1][0])o=t[0],s=t[1];else{if(!(t[0][0]>t[1][0]))return-i(t,e);o=t[1],s=t[0]}var l=n(r,a,s),c=n(r,a,o);if(l<0){if(c<=0)return l}else if(l>0){if(c>=0)return l}else if(c)return c;if(l=n(s,o,a),c=n(s,o,r),l<0){if(c<=0)return l}else if(l>0){if(c>=0)return l}else if(c)return c;return a[0]-s[0]};var n=t(\"robust-orientation\");function i(t,e){var r,i,a,o;if(e[0][0]<e[1][0])r=e[0],i=e[1];else{if(!(e[0][0]>e[1][0])){var s=Math.min(t[0][1],t[1][1]),l=Math.max(t[0][1],t[1][1]),c=Math.min(e[0][1],e[1][1]),u=Math.max(e[0][1],e[1][1]);return l<c?l-c:s>u?s-u:l-u}r=e[1],i=e[0]}t[0][1]<t[1][1]?(a=t[0],o=t[1]):(a=t[1],o=t[0]);var f=n(i,r,a);return f||((f=n(i,r,o))||o-i)}},{\"robust-orientation\":548}],564:[function(t,e,r){arguments[4][243][0].apply(r,arguments)},{dup:243}],565:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.length,r=2*e,n=new Array(r),a=0;a<e;++a){var l=t[a],c=l[0][0]<l[1][0];n[2*a]=new f(l[0][0],l,c,a),n[2*a+1]=new f(l[1][0],l,!c,a)}n.sort((function(t,e){var r=t.x-e.x;return r||((r=t.create-e.create)||Math.min(t.segment[0][1],t.segment[1][1])-Math.min(e.segment[0][1],e.segment[1][1]))}));var h=i(o),p=[],d=[],g=[];for(a=0;a<r;){for(var m=n[a].x,v=[];a<r;){var y=n[a];if(y.x!==m)break;a+=1,y.segment[0][0]===y.x&&y.segment[1][0]===y.x?y.create&&(y.segment[0][1]<y.segment[1][1]?(v.push(new u(y.segment[0][1],y.index,!0,!0)),v.push(new u(y.segment[1][1],y.index,!1,!1))):(v.push(new u(y.segment[1][1],y.index,!0,!1)),v.push(new u(y.segment[0][1],y.index,!1,!0)))):h=y.create?h.insert(y.segment,y.index):h.remove(y.segment)}p.push(h.root),d.push(m),g.push(v)}return new s(p,d,g)};var n=t(\"binary-search-bounds\"),i=t(\"functional-red-black-tree\"),a=t(\"robust-orientation\"),o=t(\"./lib/order-segments\");function s(t,e,r){this.slabs=t,this.coordinates=e,this.horizontal=r}function l(t,e){return t.y-e}function c(t,e){for(var r=null;t;){var n,i,o=t.key;o[0][0]<o[1][0]?(n=o[0],i=o[1]):(n=o[1],i=o[0]);var s=a(n,i,e);if(s<0)t=t.left;else if(s>0)if(e[0]!==o[1][0])r=t,t=t.right;else{if(l=c(t.right,e))return l;t=t.left}else{if(e[0]!==o[1][0])return t;var l;if(l=c(t.right,e))return l;t=t.left}}return r}function u(t,e,r,n){this.y=t,this.index=e,this.start=r,this.closed=n}function f(t,e,r,n){this.x=t,this.segment=e,this.create=r,this.index=n}s.prototype.castUp=function(t){var e=n.le(this.coordinates,t[0]);if(e<0)return-1;this.slabs[e];var r=c(this.slabs[e],t),i=-1;if(r&&(i=r.value),this.coordinates[e]===t[0]){var s=null;if(r&&(s=r.key),e>0){var u=c(this.slabs[e-1],t);u&&(s?o(u.key,s)>0&&(s=u.key,i=u.value):(i=u.value,s=u.key))}var f=this.horizontal[e];if(f.length>0){var h=n.ge(f,t[1],l);if(h<f.length){var p=f[h];if(t[1]===p.y){if(p.closed)return p.index;for(;h<f.length-1&&f[h+1].y===t[1];)if((p=f[h+=1]).closed)return p.index;if(p.y===t[1]&&!p.start){if((h+=1)>=f.length)return i;p=f[h]}}if(p.start)if(s){var d=a(s[0],s[1],[t[0],p.y]);s[0][0]>s[1][0]&&(d=-d),d>0&&(i=p.index)}else i=p.index;else p.y!==t[1]&&(i=p.index)}}}return i}},{\"./lib/order-segments\":563,\"binary-search-bounds\":564,\"functional-red-black-tree\":247,\"robust-orientation\":548}],566:[function(t,e,r){\"use strict\";var n=t(\"robust-dot-product\"),i=t(\"robust-sum\");function a(t,e){var r=i(n(t,e),[e[e.length-1]]);return r[r.length-1]}function o(t,e,r,n){var i=-e/(n-e);i<0?i=0:i>1&&(i=1);for(var a=1-i,o=t.length,s=new Array(o),l=0;l<o;++l)s[l]=i*t[l]+a*r[l];return s}e.exports=function(t,e){for(var r=[],n=[],i=a(t[t.length-1],e),s=t[t.length-1],l=t[0],c=0;c<t.length;++c,s=l){var u=a(l=t[c],e);if(i<0&&u>0||i>0&&u<0){var f=o(s,u,l,i);r.push(f),n.push(f.slice())}u<0?n.push(l.slice()):u>0?r.push(l.slice()):(r.push(l.slice()),n.push(l.slice())),i=u}return{positive:r,negative:n}},e.exports.positive=function(t,e){for(var r=[],n=a(t[t.length-1],e),i=t[t.length-1],s=t[0],l=0;l<t.length;++l,i=s){var c=a(s=t[l],e);(n<0&&c>0||n>0&&c<0)&&r.push(o(i,c,s,n)),c>=0&&r.push(s.slice()),n=c}return r},e.exports.negative=function(t,e){for(var r=[],n=a(t[t.length-1],e),i=t[t.length-1],s=t[0],l=0;l<t.length;++l,i=s){var c=a(s=t[l],e);(n<0&&c>0||n>0&&c<0)&&r.push(o(i,c,s,n)),c<=0&&r.push(s.slice()),n=c}return r}},{\"robust-dot-product\":545,\"robust-sum\":553}],567:[function(t,e,r){!function(){\"use strict\";var t={not_string:/[^s]/,not_bool:/[^t]/,not_type:/[^T]/,not_primitive:/[^v]/,number:/[diefg]/,numeric_arg:/[bcdiefguxX]/,json:/[j]/,not_json:/[^j]/,text:/^[^\\x25]+/,modulo:/^\\x25{2}/,placeholder:/^\\x25(?:([1-9]\\d*)\\$|\\(([^)]+)\\))?(\\+)?(0|'[^$])?(-)?(\\d+)?(?:\\.(\\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\\d]*)/i,key_access:/^\\.([a-z_][a-z_\\d]*)/i,index_access:/^\\[(\\d+)\\]/,sign:/^[+-]/};function e(t){return i(o(t),arguments)}function n(t,r){return e.apply(null,[t].concat(r||[]))}function i(r,n){var i,a,o,s,l,c,u,f,h,p=1,d=r.length,g=\"\";for(a=0;a<d;a++)if(\"string\"==typeof r[a])g+=r[a];else if(\"object\"==typeof r[a]){if((s=r[a]).keys)for(i=n[p],o=0;o<s.keys.length;o++){if(null==i)throw new Error(e('[sprintf] Cannot access property \"%s\" of undefined value \"%s\"',s.keys[o],s.keys[o-1]));i=i[s.keys[o]]}else i=s.param_no?n[s.param_no]:n[p++];if(t.not_type.test(s.type)&&t.not_primitive.test(s.type)&&i instanceof Function&&(i=i()),t.numeric_arg.test(s.type)&&\"number\"!=typeof i&&isNaN(i))throw new TypeError(e(\"[sprintf] expecting number but found %T\",i));switch(t.number.test(s.type)&&(f=i>=0),s.type){case\"b\":i=parseInt(i,10).toString(2);break;case\"c\":i=String.fromCharCode(parseInt(i,10));break;case\"d\":case\"i\":i=parseInt(i,10);break;case\"j\":i=JSON.stringify(i,null,s.width?parseInt(s.width):0);break;case\"e\":i=s.precision?parseFloat(i).toExponential(s.precision):parseFloat(i).toExponential();break;case\"f\":i=s.precision?parseFloat(i).toFixed(s.precision):parseFloat(i);break;case\"g\":i=s.precision?String(Number(i.toPrecision(s.precision))):parseFloat(i);break;case\"o\":i=(parseInt(i,10)>>>0).toString(8);break;case\"s\":i=String(i),i=s.precision?i.substring(0,s.precision):i;break;case\"t\":i=String(!!i),i=s.precision?i.substring(0,s.precision):i;break;case\"T\":i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=s.precision?i.substring(0,s.precision):i;break;case\"u\":i=parseInt(i,10)>>>0;break;case\"v\":i=i.valueOf(),i=s.precision?i.substring(0,s.precision):i;break;case\"x\":i=(parseInt(i,10)>>>0).toString(16);break;case\"X\":i=(parseInt(i,10)>>>0).toString(16).toUpperCase()}t.json.test(s.type)?g+=i:(!t.number.test(s.type)||f&&!s.sign?h=\"\":(h=f?\"+\":\"-\",i=i.toString().replace(t.sign,\"\")),c=s.pad_char?\"0\"===s.pad_char?\"0\":s.pad_char.charAt(1):\" \",u=s.width-(h+i).length,l=s.width&&u>0?c.repeat(u):\"\",g+=s.align?h+i+l:\"0\"===c?h+l+i:l+h+i)}return g}var a=Object.create(null);function o(e){if(a[e])return a[e];for(var r,n=e,i=[],o=0;n;){if(null!==(r=t.text.exec(n)))i.push(r[0]);else if(null!==(r=t.modulo.exec(n)))i.push(\"%\");else{if(null===(r=t.placeholder.exec(n)))throw new SyntaxError(\"[sprintf] unexpected placeholder\");if(r[2]){o|=1;var s=[],l=r[2],c=[];if(null===(c=t.key.exec(l)))throw new SyntaxError(\"[sprintf] failed to parse named argument key\");for(s.push(c[1]);\"\"!==(l=l.substring(c[0].length));)if(null!==(c=t.key_access.exec(l)))s.push(c[1]);else{if(null===(c=t.index_access.exec(l)))throw new SyntaxError(\"[sprintf] failed to parse named argument key\");s.push(c[1])}r[2]=s}else o|=2;if(3===o)throw new Error(\"[sprintf] mixing positional and named placeholders is not (yet) supported\");i.push({placeholder:r[0],param_no:r[1],keys:r[2],sign:r[3],pad_char:r[4],align:r[5],width:r[6],precision:r[7],type:r[8]})}n=n.substring(r[0].length)}return a[e]=i}\"undefined\"!=typeof r&&(r.sprintf=e,r.vsprintf=n),\"undefined\"!=typeof window&&(window.sprintf=e,window.vsprintf=n)}()},{}],568:[function(t,e,r){\"use strict\";var n=t(\"parenthesis\");e.exports=function(t,e,r){if(null==t)throw Error(\"First argument should be a string\");if(null==e)throw Error(\"Separator should be a string or a RegExp\");r?(\"string\"==typeof r||Array.isArray(r))&&(r={ignore:r}):r={},null==r.escape&&(r.escape=!0),null==r.ignore?r.ignore=[\"[]\",\"()\",\"{}\",\"<>\",'\"\"',\"''\",\"``\",\"\\u201c\\u201d\",\"\\xab\\xbb\"]:(\"string\"==typeof r.ignore&&(r.ignore=[r.ignore]),r.ignore=r.ignore.map((function(t){return 1===t.length&&(t+=t),t})));var i=n.parse(t,{flat:!0,brackets:r.ignore}),a=i[0].split(e);if(r.escape){for(var o=[],s=0;s<a.length;s++){var l=a[s],c=a[s+1];\"\\\\\"===l[l.length-1]&&\"\\\\\"!==l[l.length-2]?(o.push(l+e+c),s++):o.push(l)}a=o}for(s=0;s<a.length;s++)i[0]=a[s],a[s]=n.stringify(i,{flat:!0});return a}},{parenthesis:503}],569:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.length,r=new Array(e),n=new Array(e),i=new Array(e),a=new Array(e),o=new Array(e),s=new Array(e),l=0;l<e;++l)r[l]=-1,n[l]=0,i[l]=!1,a[l]=0,o[l]=-1,s[l]=[];var c,u=0,f=[],h=[];function p(e){var l=[e],c=[e];for(r[e]=n[e]=u,i[e]=!0,u+=1;c.length>0;){e=c[c.length-1];var p=t[e];if(a[e]<p.length){for(var d=a[e];d<p.length;++d){var g=p[d];if(r[g]<0){r[g]=n[g]=u,i[g]=!0,u+=1,l.push(g),c.push(g);break}i[g]&&(n[e]=0|Math.min(n[e],n[g])),o[g]>=0&&s[e].push(o[g])}a[e]=d}else{if(n[e]===r[e]){var m=[],v=[],y=0;for(d=l.length-1;d>=0;--d){var x=l[d];if(i[x]=!1,m.push(x),v.push(s[x]),y+=s[x].length,o[x]=f.length,x===e){l.length=d;break}}f.push(m);var b=new Array(y);for(d=0;d<v.length;d++)for(var _=0;_<v[d].length;_++)b[--y]=v[d][_];h.push(b)}c.pop()}}}for(l=0;l<e;++l)r[l]<0&&p(l);for(l=0;l<h.length;l++){var d=h[l];if(0!==d.length){d.sort((function(t,e){return t-e})),c=[d[0]];for(var g=1;g<d.length;g++)d[g]!==d[g-1]&&c.push(d[g]);h[l]=c}}return{components:f,adjacencyList:h}}},{}],570:[function(t,e,r){\"use strict\";e.exports=function(t,e){if(t.dimension<=0)return{positions:[],cells:[]};if(1===t.dimension)return function(t,e){for(var r=a(t,e),n=r.length,i=new Array(n),o=new Array(n),s=0;s<n;++s)i[s]=[r[s]],o[s]=[s];return{positions:i,cells:o}}(t,e);var r=t.order.join()+\"-\"+t.dtype,s=o[r];e=+e||0;s||(s=o[r]=function(t,e){var r=t.length,a=[\"'use strict';\"],o=\"surfaceNets\"+t.join(\"_\")+\"d\"+e;a.push(\"var contour=genContour({\",\"order:[\",t.join(),\"],\",\"scalarArguments: 3,\",\"phase:function phaseFunc(p,a,b,c) { return (p > c)|0 },\"),\"generic\"===e&&a.push(\"getters:[0],\");for(var s=[],l=[],c=0;c<r;++c)s.push(\"d\"+c),l.push(\"d\"+c);for(c=0;c<1<<r;++c)s.push(\"v\"+c),l.push(\"v\"+c);for(c=0;c<1<<r;++c)s.push(\"p\"+c),l.push(\"p\"+c);s.push(\"a\",\"b\",\"c\"),l.push(\"a\",\"c\"),a.push(\"vertex:function vertexFunc(\",s.join(),\"){\");var u=[];for(c=0;c<1<<r;++c)u.push(\"(p\"+c+\"<<\"+c+\")\");a.push(\"var m=(\",u.join(\"+\"),\")|0;if(m===0||m===\",(1<<(1<<r))-1,\"){return}\");var f=[],h=[];1<<(1<<r)<=128?(a.push(\"switch(m){\"),h=a):a.push(\"switch(m>>>7){\");for(c=0;c<1<<(1<<r);++c){if(1<<(1<<r)>128&&c%128==0){f.length>0&&h.push(\"}}\");var p=\"vExtra\"+f.length;a.push(\"case \",c>>>7,\":\",p,\"(m&0x7f,\",l.join(),\");break;\"),h=[\"function \",p,\"(m,\",l.join(),\"){switch(m){\"],f.push(h)}h.push(\"case \",127&c,\":\");for(var d=new Array(r),g=new Array(r),m=new Array(r),v=new Array(r),y=0,x=0;x<r;++x)d[x]=[],g[x]=[],m[x]=0,v[x]=0;for(x=0;x<1<<r;++x)for(var b=0;b<r;++b){var _=x^1<<b;if(!(_>x)&&!(c&1<<_)!=!(c&1<<x)){var w=1;c&1<<_?g[b].push(\"v\"+_+\"-v\"+x):(g[b].push(\"v\"+x+\"-v\"+_),w=-w),w<0?(d[b].push(\"-v\"+x+\"-v\"+_),m[b]+=2):(d[b].push(\"v\"+x+\"+v\"+_),m[b]-=2),y+=1;for(var T=0;T<r;++T)T!==b&&(_&1<<T?v[T]+=1:v[T]-=1)}}var k=[];for(b=0;b<r;++b)if(0===d[b].length)k.push(\"d\"+b+\"-0.5\");else{var M=\"\";m[b]<0?M=m[b]+\"*c\":m[b]>0&&(M=\"+\"+m[b]+\"*c\");var A=d[b].length/y*.5,S=.5+v[b]/y*.5;k.push(\"d\"+b+\"-\"+S+\"-\"+A+\"*(\"+d[b].join(\"+\")+M+\")/(\"+g[b].join(\"+\")+\")\")}h.push(\"a.push([\",k.join(),\"]);\",\"break;\")}a.push(\"}},\"),f.length>0&&h.push(\"}}\");var E=[];for(c=0;c<1<<r-1;++c)E.push(\"v\"+c);E.push(\"c0\",\"c1\",\"p0\",\"p1\",\"a\",\"b\",\"c\"),a.push(\"cell:function cellFunc(\",E.join(),\"){\");var C=i(r-1);a.push(\"if(p0){b.push(\",C.map((function(t){return\"[\"+t.map((function(t){return\"v\"+t}))+\"]\"})).join(),\")}else{b.push(\",C.map((function(t){var e=t.slice();return e.reverse(),\"[\"+e.map((function(t){return\"v\"+t}))+\"]\"})).join(),\")}}});function \",o,\"(array,level){var verts=[],cells=[];contour(array,verts,cells,level);return {positions:verts,cells:cells};} return \",o,\";\");for(c=0;c<f.length;++c)a.push(f[c].join(\"\"));return new Function(\"genContour\",a.join(\"\"))(n)}(t.order,t.dtype));return s(t,e)};var n=t(\"ndarray-extract-contour\"),i=t(\"triangulate-hypercube\"),a=t(\"zero-crossings\");var o={}},{\"ndarray-extract-contour\":487,\"triangulate-hypercube\":580,\"zero-crossings\":624}],571:[function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){if(Array.isArray(t))return t;if(Symbol.iterator in Object(t))return function(t,e){var r=[],n=!0,i=!1,a=void 0;try{for(var o,s=t[Symbol.iterator]();!(n=(o=s.next()).done)&&(r.push(o.value),!e||r.length!==e);n=!0);}catch(t){i=!0,a=t}finally{try{!n&&s.return&&s.return()}finally{if(i)throw a}}return r}(t,e);throw new TypeError(\"Invalid attempt to destructure non-iterable instance\")},i=2*Math.PI,a=function(t,e,r,n,i,a,o){var s=t.x,l=t.y;return{x:n*(s*=e)-i*(l*=r)+a,y:i*s+n*l+o}},o=function(t,e){var r=1.5707963267948966===e?.551915024494:-1.5707963267948966===e?-.551915024494:4/3*Math.tan(e/4),n=Math.cos(t),i=Math.sin(t),a=Math.cos(t+e),o=Math.sin(t+e);return[{x:n-i*r,y:i+n*r},{x:a+o*r,y:o-a*r},{x:a,y:o}]},s=function(t,e,r,n){var i=t*r+e*n;return i>1&&(i=1),i<-1&&(i=-1),(t*n-e*r<0?-1:1)*Math.acos(i)};r.default=function(t){var e=t.px,r=t.py,l=t.cx,c=t.cy,u=t.rx,f=t.ry,h=t.xAxisRotation,p=void 0===h?0:h,d=t.largeArcFlag,g=void 0===d?0:d,m=t.sweepFlag,v=void 0===m?0:m,y=[];if(0===u||0===f)return[];var x=Math.sin(p*i/360),b=Math.cos(p*i/360),_=b*(e-l)/2+x*(r-c)/2,w=-x*(e-l)/2+b*(r-c)/2;if(0===_&&0===w)return[];u=Math.abs(u),f=Math.abs(f);var T=Math.pow(_,2)/Math.pow(u,2)+Math.pow(w,2)/Math.pow(f,2);T>1&&(u*=Math.sqrt(T),f*=Math.sqrt(T));var k=function(t,e,r,n,a,o,l,c,u,f,h,p){var d=Math.pow(a,2),g=Math.pow(o,2),m=Math.pow(h,2),v=Math.pow(p,2),y=d*g-d*v-g*m;y<0&&(y=0),y/=d*v+g*m;var x=(y=Math.sqrt(y)*(l===c?-1:1))*a/o*p,b=y*-o/a*h,_=f*x-u*b+(t+r)/2,w=u*x+f*b+(e+n)/2,T=(h-x)/a,k=(p-b)/o,M=(-h-x)/a,A=(-p-b)/o,S=s(1,0,T,k),E=s(T,k,M,A);return 0===c&&E>0&&(E-=i),1===c&&E<0&&(E+=i),[_,w,S,E]}(e,r,l,c,u,f,g,v,x,b,_,w),M=n(k,4),A=M[0],S=M[1],E=M[2],C=M[3],L=Math.abs(C)/(i/4);Math.abs(1-L)<1e-7&&(L=1);var I=Math.max(Math.ceil(L),1);C/=I;for(var P=0;P<I;P++)y.push(o(E,C)),E+=C;return y.map((function(t){var e=a(t[0],u,f,b,x,A,S),r=e.x,n=e.y,i=a(t[1],u,f,b,x,A,S),o=i.x,s=i.y,l=a(t[2],u,f,b,x,A,S);return{x1:r,y1:n,x2:o,y2:s,x:l.x,y:l.y}}))},e.exports=r.default},{}],572:[function(t,e,r){\"use strict\";var n=t(\"parse-svg-path\"),i=t(\"abs-svg-path\"),a=t(\"normalize-svg-path\"),o=t(\"is-svg-path\"),s=t(\"assert\");e.exports=function(t){Array.isArray(t)&&1===t.length&&\"string\"==typeof t[0]&&(t=t[0]);\"string\"==typeof t&&(s(o(t),\"String is not an SVG path.\"),t=n(t));if(s(Array.isArray(t),\"Argument should be a string or an array of path segments.\"),t=i(t),!(t=a(t)).length)return[0,0,0,0];for(var e=[1/0,1/0,-1/0,-1/0],r=0,l=t.length;r<l;r++)for(var c=t[r].slice(1),u=0;u<c.length;u+=2)c[u+0]<e[0]&&(e[0]=c[u+0]),c[u+1]<e[1]&&(e[1]=c[u+1]),c[u+0]>e[2]&&(e[2]=c[u+0]),c[u+1]>e[3]&&(e[3]=c[u+1]);return e}},{\"abs-svg-path\":65,assert:73,\"is-svg-path\":471,\"normalize-svg-path\":573,\"parse-svg-path\":505}],573:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e,r=[],o=0,s=0,l=0,c=0,u=null,f=null,h=0,p=0,d=0,g=t.length;d<g;d++){var m=t[d],v=m[0];switch(v){case\"M\":l=m[1],c=m[2];break;case\"A\":var y=n({px:h,py:p,cx:m[6],cy:m[7],rx:m[1],ry:m[2],xAxisRotation:m[3],largeArcFlag:m[4],sweepFlag:m[5]});if(!y.length)continue;for(var x,b=0;b<y.length;b++)x=y[b],m=[\"C\",x.x1,x.y1,x.x2,x.y2,x.x,x.y],b<y.length-1&&r.push(m);break;case\"S\":var _=h,w=p;\"C\"!=e&&\"S\"!=e||(_+=_-o,w+=w-s),m=[\"C\",_,w,m[1],m[2],m[3],m[4]];break;case\"T\":\"Q\"==e||\"T\"==e?(u=2*h-u,f=2*p-f):(u=h,f=p),m=a(h,p,u,f,m[1],m[2]);break;case\"Q\":u=m[1],f=m[2],m=a(h,p,m[1],m[2],m[3],m[4]);break;case\"L\":m=i(h,p,m[1],m[2]);break;case\"H\":m=i(h,p,m[1],p);break;case\"V\":m=i(h,p,h,m[1]);break;case\"Z\":m=i(h,p,l,c)}e=v,h=m[m.length-2],p=m[m.length-1],m.length>4?(o=m[m.length-4],s=m[m.length-3]):(o=h,s=p),r.push(m)}return r};var n=t(\"svg-arc-to-cubic-bezier\");function i(t,e,r,n){return[\"C\",t,e,r,n,r,n]}function a(t,e,r,n,i,a){return[\"C\",t/3+2/3*r,e/3+2/3*n,i/3+2/3*r,a/3+2/3*n,i,a]}},{\"svg-arc-to-cubic-bezier\":571}],574:[function(t,e,r){\"use strict\";var n,i=t(\"svg-path-bounds\"),a=t(\"parse-svg-path\"),o=t(\"draw-svg-path\"),s=t(\"is-svg-path\"),l=t(\"bitmap-sdf\"),c=document.createElement(\"canvas\"),u=c.getContext(\"2d\");e.exports=function(t,e){if(!s(t))throw Error(\"Argument should be valid svg path string\");e||(e={});var r,f;e.shape?(r=e.shape[0],f=e.shape[1]):(r=c.width=e.w||e.width||200,f=c.height=e.h||e.height||200);var h=Math.min(r,f),p=e.stroke||0,d=e.viewbox||e.viewBox||i(t),g=[r/(d[2]-d[0]),f/(d[3]-d[1])],m=Math.min(g[0]||0,g[1]||0)/2;u.fillStyle=\"black\",u.fillRect(0,0,r,f),u.fillStyle=\"white\",p&&(\"number\"!=typeof p&&(p=1),u.strokeStyle=p>0?\"white\":\"black\",u.lineWidth=Math.abs(p));if(u.translate(.5*r,.5*f),u.scale(m,m),function(){if(null!=n)return n;var t=document.createElement(\"canvas\").getContext(\"2d\");if(t.canvas.width=t.canvas.height=1,!window.Path2D)return n=!1;var e=new Path2D(\"M0,0h1v1h-1v-1Z\");t.fillStyle=\"black\",t.fill(e);var r=t.getImageData(0,0,1,1);return n=r&&r.data&&255===r.data[3]}()){var v=new Path2D(t);u.fill(v),p&&u.stroke(v)}else{var y=a(t);o(u,y),u.fill(),p&&u.stroke()}return u.setTransform(1,0,0,1,0,0),l(u,{cutoff:null!=e.cutoff?e.cutoff:.5,radius:null!=e.radius?e.radius:.5*h})}},{\"bitmap-sdf\":98,\"draw-svg-path\":174,\"is-svg-path\":471,\"parse-svg-path\":505,\"svg-path-bounds\":572}],575:[function(t,e,r){(function(r){(function(){\"use strict\";e.exports=function t(e,r,i){i=i||{};var o=a[e];o||(o=a[e]={\" \":{data:new Float32Array(0),shape:.2}});var s=o[r];if(!s)if(r.length<=1||!/\\d/.test(r))s=o[r]=function(t){for(var e=t.cells,r=t.positions,n=new Float32Array(6*e.length),i=0,a=0,o=0;o<e.length;++o)for(var s=e[o],l=0;l<3;++l){var c=r[s[l]];n[i++]=c[0],n[i++]=c[1]+1.4,a=Math.max(c[0],a)}return{data:n,shape:a}}(n(r,{triangles:!0,font:e,textAlign:i.textAlign||\"left\",textBaseline:\"alphabetic\",styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0}}));else{for(var l=r.split(/(\\d|\\s)/),c=new Array(l.length),u=0,f=0,h=0;h<l.length;++h)c[h]=t(e,l[h]),u+=c[h].data.length,f+=c[h].shape,h>0&&(f+=.02);var p=new Float32Array(u),d=0,g=-.5*f;for(h=0;h<c.length;++h){for(var m=c[h].data,v=0;v<m.length;v+=2)p[d++]=m[v]+g,p[d++]=m[v+1];g+=c[h].shape+.02}s=o[r]={data:p,shape:f}}return s};var n=t(\"vectorize-text\"),i=window||r.global||{},a=i.__TEXT_CACHE||{};i.__TEXT_CACHE={}}).call(this)}).call(this,t(\"_process\"))},{_process:526,\"vectorize-text\":600}],576:[function(t,e,r){!function(t){var r=/^\\s+/,n=/\\s+$/,i=0,a=t.round,o=t.min,s=t.max,l=t.random;function c(e,l){if(l=l||{},(e=e||\"\")instanceof c)return e;if(!(this instanceof c))return new c(e,l);var u=function(e){var i={r:0,g:0,b:0},a=1,l=null,c=null,u=null,f=!1,h=!1;\"string\"==typeof e&&(e=function(t){t=t.replace(r,\"\").replace(n,\"\").toLowerCase();var e,i=!1;if(S[t])t=S[t],i=!0;else if(\"transparent\"==t)return{r:0,g:0,b:0,a:0,format:\"name\"};if(e=j.rgb.exec(t))return{r:e[1],g:e[2],b:e[3]};if(e=j.rgba.exec(t))return{r:e[1],g:e[2],b:e[3],a:e[4]};if(e=j.hsl.exec(t))return{h:e[1],s:e[2],l:e[3]};if(e=j.hsla.exec(t))return{h:e[1],s:e[2],l:e[3],a:e[4]};if(e=j.hsv.exec(t))return{h:e[1],s:e[2],v:e[3]};if(e=j.hsva.exec(t))return{h:e[1],s:e[2],v:e[3],a:e[4]};if(e=j.hex8.exec(t))return{r:P(e[1]),g:P(e[2]),b:P(e[3]),a:R(e[4]),format:i?\"name\":\"hex8\"};if(e=j.hex6.exec(t))return{r:P(e[1]),g:P(e[2]),b:P(e[3]),format:i?\"name\":\"hex\"};if(e=j.hex4.exec(t))return{r:P(e[1]+\"\"+e[1]),g:P(e[2]+\"\"+e[2]),b:P(e[3]+\"\"+e[3]),a:R(e[4]+\"\"+e[4]),format:i?\"name\":\"hex8\"};if(e=j.hex3.exec(t))return{r:P(e[1]+\"\"+e[1]),g:P(e[2]+\"\"+e[2]),b:P(e[3]+\"\"+e[3]),format:i?\"name\":\"hex\"};return!1}(e));\"object\"==typeof e&&(U(e.r)&&U(e.g)&&U(e.b)?(p=e.r,d=e.g,g=e.b,i={r:255*L(p,255),g:255*L(d,255),b:255*L(g,255)},f=!0,h=\"%\"===String(e.r).substr(-1)?\"prgb\":\"rgb\"):U(e.h)&&U(e.s)&&U(e.v)?(l=O(e.s),c=O(e.v),i=function(e,r,n){e=6*L(e,360),r=L(r,100),n=L(n,100);var i=t.floor(e),a=e-i,o=n*(1-r),s=n*(1-a*r),l=n*(1-(1-a)*r),c=i%6;return{r:255*[n,s,o,o,l,n][c],g:255*[l,n,n,s,o,o][c],b:255*[o,o,l,n,n,s][c]}}(e.h,l,c),f=!0,h=\"hsv\"):U(e.h)&&U(e.s)&&U(e.l)&&(l=O(e.s),u=O(e.l),i=function(t,e,r){var n,i,a;function o(t,e,r){return r<0&&(r+=1),r>1&&(r-=1),r<1/6?t+6*(e-t)*r:r<.5?e:r<2/3?t+(e-t)*(2/3-r)*6:t}if(t=L(t,360),e=L(e,100),r=L(r,100),0===e)n=i=a=r;else{var s=r<.5?r*(1+e):r+e-r*e,l=2*r-s;n=o(l,s,t+1/3),i=o(l,s,t),a=o(l,s,t-1/3)}return{r:255*n,g:255*i,b:255*a}}(e.h,l,u),f=!0,h=\"hsl\"),e.hasOwnProperty(\"a\")&&(a=e.a));var p,d,g;return a=C(a),{ok:f,format:e.format||h,r:o(255,s(i.r,0)),g:o(255,s(i.g,0)),b:o(255,s(i.b,0)),a:a}}(e);this._originalInput=e,this._r=u.r,this._g=u.g,this._b=u.b,this._a=u.a,this._roundA=a(100*this._a)/100,this._format=l.format||u.format,this._gradientType=l.gradientType,this._r<1&&(this._r=a(this._r)),this._g<1&&(this._g=a(this._g)),this._b<1&&(this._b=a(this._b)),this._ok=u.ok,this._tc_id=i++}function u(t,e,r){t=L(t,255),e=L(e,255),r=L(r,255);var n,i,a=s(t,e,r),l=o(t,e,r),c=(a+l)/2;if(a==l)n=i=0;else{var u=a-l;switch(i=c>.5?u/(2-a-l):u/(a+l),a){case t:n=(e-r)/u+(e<r?6:0);break;case e:n=(r-t)/u+2;break;case r:n=(t-e)/u+4}n/=6}return{h:n,s:i,l:c}}function f(t,e,r){t=L(t,255),e=L(e,255),r=L(r,255);var n,i,a=s(t,e,r),l=o(t,e,r),c=a,u=a-l;if(i=0===a?0:u/a,a==l)n=0;else{switch(a){case t:n=(e-r)/u+(e<r?6:0);break;case e:n=(r-t)/u+2;break;case r:n=(t-e)/u+4}n/=6}return{h:n,s:i,v:c}}function h(t,e,r,n){var i=[z(a(t).toString(16)),z(a(e).toString(16)),z(a(r).toString(16))];return n&&i[0].charAt(0)==i[0].charAt(1)&&i[1].charAt(0)==i[1].charAt(1)&&i[2].charAt(0)==i[2].charAt(1)?i[0].charAt(0)+i[1].charAt(0)+i[2].charAt(0):i.join(\"\")}function p(t,e,r,n){return[z(D(n)),z(a(t).toString(16)),z(a(e).toString(16)),z(a(r).toString(16))].join(\"\")}function d(t,e){e=0===e?0:e||10;var r=c(t).toHsl();return r.s-=e/100,r.s=I(r.s),c(r)}function g(t,e){e=0===e?0:e||10;var r=c(t).toHsl();return r.s+=e/100,r.s=I(r.s),c(r)}function m(t){return c(t).desaturate(100)}function v(t,e){e=0===e?0:e||10;var r=c(t).toHsl();return r.l+=e/100,r.l=I(r.l),c(r)}function y(t,e){e=0===e?0:e||10;var r=c(t).toRgb();return r.r=s(0,o(255,r.r-a(-e/100*255))),r.g=s(0,o(255,r.g-a(-e/100*255))),r.b=s(0,o(255,r.b-a(-e/100*255))),c(r)}function x(t,e){e=0===e?0:e||10;var r=c(t).toHsl();return r.l-=e/100,r.l=I(r.l),c(r)}function b(t,e){var r=c(t).toHsl(),n=(r.h+e)%360;return r.h=n<0?360+n:n,c(r)}function _(t){var e=c(t).toHsl();return e.h=(e.h+180)%360,c(e)}function w(t){var e=c(t).toHsl(),r=e.h;return[c(t),c({h:(r+120)%360,s:e.s,l:e.l}),c({h:(r+240)%360,s:e.s,l:e.l})]}function T(t){var e=c(t).toHsl(),r=e.h;return[c(t),c({h:(r+90)%360,s:e.s,l:e.l}),c({h:(r+180)%360,s:e.s,l:e.l}),c({h:(r+270)%360,s:e.s,l:e.l})]}function k(t){var e=c(t).toHsl(),r=e.h;return[c(t),c({h:(r+72)%360,s:e.s,l:e.l}),c({h:(r+216)%360,s:e.s,l:e.l})]}function M(t,e,r){e=e||6,r=r||30;var n=c(t).toHsl(),i=360/r,a=[c(t)];for(n.h=(n.h-(i*e>>1)+720)%360;--e;)n.h=(n.h+i)%360,a.push(c(n));return a}function A(t,e){e=e||6;for(var r=c(t).toHsv(),n=r.h,i=r.s,a=r.v,o=[],s=1/e;e--;)o.push(c({h:n,s:i,v:a})),a=(a+s)%1;return o}c.prototype={isDark:function(){return this.getBrightness()<128},isLight:function(){return!this.isDark()},isValid:function(){return this._ok},getOriginalInput:function(){return this._originalInput},getFormat:function(){return this._format},getAlpha:function(){return this._a},getBrightness:function(){var t=this.toRgb();return(299*t.r+587*t.g+114*t.b)/1e3},getLuminance:function(){var e,r,n,i=this.toRgb();return e=i.r/255,r=i.g/255,n=i.b/255,.2126*(e<=.03928?e/12.92:t.pow((e+.055)/1.055,2.4))+.7152*(r<=.03928?r/12.92:t.pow((r+.055)/1.055,2.4))+.0722*(n<=.03928?n/12.92:t.pow((n+.055)/1.055,2.4))},setAlpha:function(t){return this._a=C(t),this._roundA=a(100*this._a)/100,this},toHsv:function(){var t=f(this._r,this._g,this._b);return{h:360*t.h,s:t.s,v:t.v,a:this._a}},toHsvString:function(){var t=f(this._r,this._g,this._b),e=a(360*t.h),r=a(100*t.s),n=a(100*t.v);return 1==this._a?\"hsv(\"+e+\", \"+r+\"%, \"+n+\"%)\":\"hsva(\"+e+\", \"+r+\"%, \"+n+\"%, \"+this._roundA+\")\"},toHsl:function(){var t=u(this._r,this._g,this._b);return{h:360*t.h,s:t.s,l:t.l,a:this._a}},toHslString:function(){var t=u(this._r,this._g,this._b),e=a(360*t.h),r=a(100*t.s),n=a(100*t.l);return 1==this._a?\"hsl(\"+e+\", \"+r+\"%, \"+n+\"%)\":\"hsla(\"+e+\", \"+r+\"%, \"+n+\"%, \"+this._roundA+\")\"},toHex:function(t){return h(this._r,this._g,this._b,t)},toHexString:function(t){return\"#\"+this.toHex(t)},toHex8:function(t){return function(t,e,r,n,i){var o=[z(a(t).toString(16)),z(a(e).toString(16)),z(a(r).toString(16)),z(D(n))];if(i&&o[0].charAt(0)==o[0].charAt(1)&&o[1].charAt(0)==o[1].charAt(1)&&o[2].charAt(0)==o[2].charAt(1)&&o[3].charAt(0)==o[3].charAt(1))return o[0].charAt(0)+o[1].charAt(0)+o[2].charAt(0)+o[3].charAt(0);return o.join(\"\")}(this._r,this._g,this._b,this._a,t)},toHex8String:function(t){return\"#\"+this.toHex8(t)},toRgb:function(){return{r:a(this._r),g:a(this._g),b:a(this._b),a:this._a}},toRgbString:function(){return 1==this._a?\"rgb(\"+a(this._r)+\", \"+a(this._g)+\", \"+a(this._b)+\")\":\"rgba(\"+a(this._r)+\", \"+a(this._g)+\", \"+a(this._b)+\", \"+this._roundA+\")\"},toPercentageRgb:function(){return{r:a(100*L(this._r,255))+\"%\",g:a(100*L(this._g,255))+\"%\",b:a(100*L(this._b,255))+\"%\",a:this._a}},toPercentageRgbString:function(){return 1==this._a?\"rgb(\"+a(100*L(this._r,255))+\"%, \"+a(100*L(this._g,255))+\"%, \"+a(100*L(this._b,255))+\"%)\":\"rgba(\"+a(100*L(this._r,255))+\"%, \"+a(100*L(this._g,255))+\"%, \"+a(100*L(this._b,255))+\"%, \"+this._roundA+\")\"},toName:function(){return 0===this._a?\"transparent\":!(this._a<1)&&(E[h(this._r,this._g,this._b,!0)]||!1)},toFilter:function(t){var e=\"#\"+p(this._r,this._g,this._b,this._a),r=e,n=this._gradientType?\"GradientType = 1, \":\"\";if(t){var i=c(t);r=\"#\"+p(i._r,i._g,i._b,i._a)}return\"progid:DXImageTransform.Microsoft.gradient(\"+n+\"startColorstr=\"+e+\",endColorstr=\"+r+\")\"},toString:function(t){var e=!!t;t=t||this._format;var r=!1,n=this._a<1&&this._a>=0;return e||!n||\"hex\"!==t&&\"hex6\"!==t&&\"hex3\"!==t&&\"hex4\"!==t&&\"hex8\"!==t&&\"name\"!==t?(\"rgb\"===t&&(r=this.toRgbString()),\"prgb\"===t&&(r=this.toPercentageRgbString()),\"hex\"!==t&&\"hex6\"!==t||(r=this.toHexString()),\"hex3\"===t&&(r=this.toHexString(!0)),\"hex4\"===t&&(r=this.toHex8String(!0)),\"hex8\"===t&&(r=this.toHex8String()),\"name\"===t&&(r=this.toName()),\"hsl\"===t&&(r=this.toHslString()),\"hsv\"===t&&(r=this.toHsvString()),r||this.toHexString()):\"name\"===t&&0===this._a?this.toName():this.toRgbString()},clone:function(){return c(this.toString())},_applyModification:function(t,e){var r=t.apply(null,[this].concat([].slice.call(e)));return this._r=r._r,this._g=r._g,this._b=r._b,this.setAlpha(r._a),this},lighten:function(){return this._applyModification(v,arguments)},brighten:function(){return this._applyModification(y,arguments)},darken:function(){return this._applyModification(x,arguments)},desaturate:function(){return this._applyModification(d,arguments)},saturate:function(){return this._applyModification(g,arguments)},greyscale:function(){return this._applyModification(m,arguments)},spin:function(){return this._applyModification(b,arguments)},_applyCombination:function(t,e){return t.apply(null,[this].concat([].slice.call(e)))},analogous:function(){return this._applyCombination(M,arguments)},complement:function(){return this._applyCombination(_,arguments)},monochromatic:function(){return this._applyCombination(A,arguments)},splitcomplement:function(){return this._applyCombination(k,arguments)},triad:function(){return this._applyCombination(w,arguments)},tetrad:function(){return this._applyCombination(T,arguments)}},c.fromRatio=function(t,e){if(\"object\"==typeof t){var r={};for(var n in t)t.hasOwnProperty(n)&&(r[n]=\"a\"===n?t[n]:O(t[n]));t=r}return c(t,e)},c.equals=function(t,e){return!(!t||!e)&&c(t).toRgbString()==c(e).toRgbString()},c.random=function(){return c.fromRatio({r:l(),g:l(),b:l()})},c.mix=function(t,e,r){r=0===r?0:r||50;var n=c(t).toRgb(),i=c(e).toRgb(),a=r/100;return c({r:(i.r-n.r)*a+n.r,g:(i.g-n.g)*a+n.g,b:(i.b-n.b)*a+n.b,a:(i.a-n.a)*a+n.a})},c.readability=function(e,r){var n=c(e),i=c(r);return(t.max(n.getLuminance(),i.getLuminance())+.05)/(t.min(n.getLuminance(),i.getLuminance())+.05)},c.isReadable=function(t,e,r){var n,i,a=c.readability(t,e);switch(i=!1,(n=function(t){var e,r;e=((t=t||{level:\"AA\",size:\"small\"}).level||\"AA\").toUpperCase(),r=(t.size||\"small\").toLowerCase(),\"AA\"!==e&&\"AAA\"!==e&&(e=\"AA\");\"small\"!==r&&\"large\"!==r&&(r=\"small\");return{level:e,size:r}}(r)).level+n.size){case\"AAsmall\":case\"AAAlarge\":i=a>=4.5;break;case\"AAlarge\":i=a>=3;break;case\"AAAsmall\":i=a>=7}return i},c.mostReadable=function(t,e,r){var n,i,a,o,s=null,l=0;i=(r=r||{}).includeFallbackColors,a=r.level,o=r.size;for(var u=0;u<e.length;u++)(n=c.readability(t,e[u]))>l&&(l=n,s=c(e[u]));return c.isReadable(t,s,{level:a,size:o})||!i?s:(r.includeFallbackColors=!1,c.mostReadable(t,[\"#fff\",\"#000\"],r))};var S=c.names={aliceblue:\"f0f8ff\",antiquewhite:\"faebd7\",aqua:\"0ff\",aquamarine:\"7fffd4\",azure:\"f0ffff\",beige:\"f5f5dc\",bisque:\"ffe4c4\",black:\"000\",blanchedalmond:\"ffebcd\",blue:\"00f\",blueviolet:\"8a2be2\",brown:\"a52a2a\",burlywood:\"deb887\",burntsienna:\"ea7e5d\",cadetblue:\"5f9ea0\",chartreuse:\"7fff00\",chocolate:\"d2691e\",coral:\"ff7f50\",cornflowerblue:\"6495ed\",cornsilk:\"fff8dc\",crimson:\"dc143c\",cyan:\"0ff\",darkblue:\"00008b\",darkcyan:\"008b8b\",darkgoldenrod:\"b8860b\",darkgray:\"a9a9a9\",darkgreen:\"006400\",darkgrey:\"a9a9a9\",darkkhaki:\"bdb76b\",darkmagenta:\"8b008b\",darkolivegreen:\"556b2f\",darkorange:\"ff8c00\",darkorchid:\"9932cc\",darkred:\"8b0000\",darksalmon:\"e9967a\",darkseagreen:\"8fbc8f\",darkslateblue:\"483d8b\",darkslategray:\"2f4f4f\",darkslategrey:\"2f4f4f\",darkturquoise:\"00ced1\",darkviolet:\"9400d3\",deeppink:\"ff1493\",deepskyblue:\"00bfff\",dimgray:\"696969\",dimgrey:\"696969\",dodgerblue:\"1e90ff\",firebrick:\"b22222\",floralwhite:\"fffaf0\",forestgreen:\"228b22\",fuchsia:\"f0f\",gainsboro:\"dcdcdc\",ghostwhite:\"f8f8ff\",gold:\"ffd700\",goldenrod:\"daa520\",gray:\"808080\",green:\"008000\",greenyellow:\"adff2f\",grey:\"808080\",honeydew:\"f0fff0\",hotpink:\"ff69b4\",indianred:\"cd5c5c\",indigo:\"4b0082\",ivory:\"fffff0\",khaki:\"f0e68c\",lavender:\"e6e6fa\",lavenderblush:\"fff0f5\",lawngreen:\"7cfc00\",lemonchiffon:\"fffacd\",lightblue:\"add8e6\",lightcoral:\"f08080\",lightcyan:\"e0ffff\",lightgoldenrodyellow:\"fafad2\",lightgray:\"d3d3d3\",lightgreen:\"90ee90\",lightgrey:\"d3d3d3\",lightpink:\"ffb6c1\",lightsalmon:\"ffa07a\",lightseagreen:\"20b2aa\",lightskyblue:\"87cefa\",lightslategray:\"789\",lightslategrey:\"789\",lightsteelblue:\"b0c4de\",lightyellow:\"ffffe0\",lime:\"0f0\",limegreen:\"32cd32\",linen:\"faf0e6\",magenta:\"f0f\",maroon:\"800000\",mediumaquamarine:\"66cdaa\",mediumblue:\"0000cd\",mediumorchid:\"ba55d3\",mediumpurple:\"9370db\",mediumseagreen:\"3cb371\",mediumslateblue:\"7b68ee\",mediumspringgreen:\"00fa9a\",mediumturquoise:\"48d1cc\",mediumvioletred:\"c71585\",midnightblue:\"191970\",mintcream:\"f5fffa\",mistyrose:\"ffe4e1\",moccasin:\"ffe4b5\",navajowhite:\"ffdead\",navy:\"000080\",oldlace:\"fdf5e6\",olive:\"808000\",olivedrab:\"6b8e23\",orange:\"ffa500\",orangered:\"ff4500\",orchid:\"da70d6\",palegoldenrod:\"eee8aa\",palegreen:\"98fb98\",paleturquoise:\"afeeee\",palevioletred:\"db7093\",papayawhip:\"ffefd5\",peachpuff:\"ffdab9\",peru:\"cd853f\",pink:\"ffc0cb\",plum:\"dda0dd\",powderblue:\"b0e0e6\",purple:\"800080\",rebeccapurple:\"663399\",red:\"f00\",rosybrown:\"bc8f8f\",royalblue:\"4169e1\",saddlebrown:\"8b4513\",salmon:\"fa8072\",sandybrown:\"f4a460\",seagreen:\"2e8b57\",seashell:\"fff5ee\",sienna:\"a0522d\",silver:\"c0c0c0\",skyblue:\"87ceeb\",slateblue:\"6a5acd\",slategray:\"708090\",slategrey:\"708090\",snow:\"fffafa\",springgreen:\"00ff7f\",steelblue:\"4682b4\",tan:\"d2b48c\",teal:\"008080\",thistle:\"d8bfd8\",tomato:\"ff6347\",turquoise:\"40e0d0\",violet:\"ee82ee\",wheat:\"f5deb3\",white:\"fff\",whitesmoke:\"f5f5f5\",yellow:\"ff0\",yellowgreen:\"9acd32\"},E=c.hexNames=function(t){var e={};for(var r in t)t.hasOwnProperty(r)&&(e[t[r]]=r);return e}(S);function C(t){return t=parseFloat(t),(isNaN(t)||t<0||t>1)&&(t=1),t}function L(e,r){(function(t){return\"string\"==typeof t&&-1!=t.indexOf(\".\")&&1===parseFloat(t)})(e)&&(e=\"100%\");var n=function(t){return\"string\"==typeof t&&-1!=t.indexOf(\"%\")}(e);return e=o(r,s(0,parseFloat(e))),n&&(e=parseInt(e*r,10)/100),t.abs(e-r)<1e-6?1:e%r/parseFloat(r)}function I(t){return o(1,s(0,t))}function P(t){return parseInt(t,16)}function z(t){return 1==t.length?\"0\"+t:\"\"+t}function O(t){return t<=1&&(t=100*t+\"%\"),t}function D(e){return t.round(255*parseFloat(e)).toString(16)}function R(t){return P(t)/255}var F,B,N,j=(B=\"[\\\\s|\\\\(]+(\"+(F=\"(?:[-\\\\+]?\\\\d*\\\\.\\\\d+%?)|(?:[-\\\\+]?\\\\d+%?)\")+\")[,|\\\\s]+(\"+F+\")[,|\\\\s]+(\"+F+\")\\\\s*\\\\)?\",N=\"[\\\\s|\\\\(]+(\"+F+\")[,|\\\\s]+(\"+F+\")[,|\\\\s]+(\"+F+\")[,|\\\\s]+(\"+F+\")\\\\s*\\\\)?\",{CSS_UNIT:new RegExp(F),rgb:new RegExp(\"rgb\"+B),rgba:new RegExp(\"rgba\"+N),hsl:new RegExp(\"hsl\"+B),hsla:new RegExp(\"hsla\"+N),hsv:new RegExp(\"hsv\"+B),hsva:new RegExp(\"hsva\"+N),hex3:/^#?([0-9a-fA-F]{1})([0-9a-fA-F]{1})([0-9a-fA-F]{1})$/,hex6:/^#?([0-9a-fA-F]{2})([0-9a-fA-F]{2})([0-9a-fA-F]{2})$/,hex4:/^#?([0-9a-fA-F]{1})([0-9a-fA-F]{1})([0-9a-fA-F]{1})([0-9a-fA-F]{1})$/,hex8:/^#?([0-9a-fA-F]{2})([0-9a-fA-F]{2})([0-9a-fA-F]{2})([0-9a-fA-F]{2})$/});function U(t){return!!j.CSS_UNIT.exec(t)}\"undefined\"!=typeof e&&e.exports?e.exports=c:window.tinycolor=c}(Math)},{}],577:[function(t,e,r){\"use strict\";e.exports=i,e.exports.float32=e.exports.float=i,e.exports.fract32=e.exports.fract=function(t){if(t.length){for(var e=i(t),r=0,n=e.length;r<n;r++)e[r]=t[r]-e[r];return e}return i(t-i(t))};var n=new Float32Array(1);function i(t){if(t.length){if(t instanceof Float32Array)return t;var e=new Float32Array(t);return e.set(t),e}return n[0]=t,n[0]}},{}],578:[function(t,e,r){\"use strict\";var n=t(\"parse-unit\");e.exports=a;function i(t,e){var r=n(getComputedStyle(t).getPropertyValue(e));return r[0]*a(r[1],t)}function a(t,e){switch(e=e||document.body,t=(t||\"px\").trim().toLowerCase(),e!==window&&e!==document||(e=document.body),t){case\"%\":return e.clientHeight/100;case\"ch\":case\"ex\":return function(t,e){var r=document.createElement(\"div\");r.style[\"font-size\"]=\"128\"+t,e.appendChild(r);var n=i(r,\"font-size\")/128;return e.removeChild(r),n}(t,e);case\"em\":return i(e,\"font-size\");case\"rem\":return i(document.body,\"font-size\");case\"vw\":return window.innerWidth/100;case\"vh\":return window.innerHeight/100;case\"vmin\":return Math.min(window.innerWidth,window.innerHeight)/100;case\"vmax\":return Math.max(window.innerWidth,window.innerHeight)/100;case\"in\":return 96;case\"cm\":return 96/2.54;case\"mm\":return 96/25.4;case\"pt\":return 96/72;case\"pc\":return 16}return 1}},{\"parse-unit\":506}],579:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?n(r):n((t=t||self).topojson=t.topojson||{})}(this,(function(t){\"use strict\";function e(t){return t}function r(t){if(null==t)return e;var r,n,i=t.scale[0],a=t.scale[1],o=t.translate[0],s=t.translate[1];return function(t,e){e||(r=n=0);var l=2,c=t.length,u=new Array(c);for(u[0]=(r+=t[0])*i+o,u[1]=(n+=t[1])*a+s;l<c;)u[l]=t[l],++l;return u}}function n(t){var e,n=r(t.transform),i=1/0,a=i,o=-i,s=-i;function l(t){(t=n(t))[0]<i&&(i=t[0]),t[0]>o&&(o=t[0]),t[1]<a&&(a=t[1]),t[1]>s&&(s=t[1])}function c(t){switch(t.type){case\"GeometryCollection\":t.geometries.forEach(c);break;case\"Point\":l(t.coordinates);break;case\"MultiPoint\":t.coordinates.forEach(l)}}for(e in t.arcs.forEach((function(t){for(var e,r=-1,l=t.length;++r<l;)(e=n(t[r],r))[0]<i&&(i=e[0]),e[0]>o&&(o=e[0]),e[1]<a&&(a=e[1]),e[1]>s&&(s=e[1])})),t.objects)c(t.objects[e]);return[i,a,o,s]}function i(t,e){var r=e.id,n=e.bbox,i=null==e.properties?{}:e.properties,o=a(t,e);return null==r&&null==n?{type:\"Feature\",properties:i,geometry:o}:null==n?{type:\"Feature\",id:r,properties:i,geometry:o}:{type:\"Feature\",id:r,bbox:n,properties:i,geometry:o}}function a(t,e){var n=r(t.transform),i=t.arcs;function a(t,e){e.length&&e.pop();for(var r=i[t<0?~t:t],a=0,o=r.length;a<o;++a)e.push(n(r[a],a));t<0&&function(t,e){for(var r,n=t.length,i=n-e;i<--n;)r=t[i],t[i++]=t[n],t[n]=r}(e,o)}function o(t){return n(t)}function s(t){for(var e=[],r=0,n=t.length;r<n;++r)a(t[r],e);return e.length<2&&e.push(e[0]),e}function l(t){for(var e=s(t);e.length<4;)e.push(e[0]);return e}function c(t){return t.map(l)}return function t(e){var r,n=e.type;switch(n){case\"GeometryCollection\":return{type:n,geometries:e.geometries.map(t)};case\"Point\":r=o(e.coordinates);break;case\"MultiPoint\":r=e.coordinates.map(o);break;case\"LineString\":r=s(e.arcs);break;case\"MultiLineString\":r=e.arcs.map(s);break;case\"Polygon\":r=c(e.arcs);break;case\"MultiPolygon\":r=e.arcs.map(c);break;default:return null}return{type:n,coordinates:r}}(e)}function o(t,e){var r={},n={},i={},a=[],o=-1;function s(t,e){for(var n in t){var i=t[n];delete e[i.start],delete i.start,delete i.end,i.forEach((function(t){r[t<0?~t:t]=1})),a.push(i)}}return e.forEach((function(r,n){var i,a=t.arcs[r<0?~r:r];a.length<3&&!a[1][0]&&!a[1][1]&&(i=e[++o],e[o]=r,e[n]=i)})),e.forEach((function(e){var r,a,o=function(e){var r,n=t.arcs[e<0?~e:e],i=n[0];t.transform?(r=[0,0],n.forEach((function(t){r[0]+=t[0],r[1]+=t[1]}))):r=n[n.length-1];return e<0?[r,i]:[i,r]}(e),s=o[0],l=o[1];if(r=i[s])if(delete i[r.end],r.push(e),r.end=l,a=n[l]){delete n[a.start];var c=a===r?r:r.concat(a);n[c.start=r.start]=i[c.end=a.end]=c}else n[r.start]=i[r.end]=r;else if(r=n[l])if(delete n[r.start],r.unshift(e),r.start=s,a=i[s]){delete i[a.end];var u=a===r?r:a.concat(r);n[u.start=a.start]=i[u.end=r.end]=u}else n[r.start]=i[r.end]=r;else n[(r=[e]).start=s]=i[r.end=l]=r})),s(i,n),s(n,i),e.forEach((function(t){r[t<0?~t:t]||a.push([t])})),a}function s(t,e,r){var n,i,a;if(arguments.length>1)n=l(t,e,r);else for(i=0,n=new Array(a=t.arcs.length);i<a;++i)n[i]=i;return{type:\"MultiLineString\",arcs:o(t,n)}}function l(t,e,r){var n,i=[],a=[];function o(t){var e=t<0?~t:t;(a[e]||(a[e]=[])).push({i:t,g:n})}function s(t){t.forEach(o)}function l(t){t.forEach(s)}return function t(e){switch(n=e,e.type){case\"GeometryCollection\":e.geometries.forEach(t);break;case\"LineString\":s(e.arcs);break;case\"MultiLineString\":case\"Polygon\":l(e.arcs);break;case\"MultiPolygon\":!function(t){t.forEach(l)}(e.arcs)}}(e),a.forEach(null==r?function(t){i.push(t[0].i)}:function(t){r(t[0].g,t[t.length-1].g)&&i.push(t[0].i)}),i}function c(t,e){var r={},n=[],i=[];function s(t){t.forEach((function(e){e.forEach((function(e){(r[e=e<0?~e:e]||(r[e]=[])).push(t)}))})),n.push(t)}function l(e){return function(t){for(var e,r=-1,n=t.length,i=t[n-1],a=0;++r<n;)e=i,i=t[r],a+=e[0]*i[1]-e[1]*i[0];return Math.abs(a)}(a(t,{type:\"Polygon\",arcs:[e]}).coordinates[0])}return e.forEach((function t(e){switch(e.type){case\"GeometryCollection\":e.geometries.forEach(t);break;case\"Polygon\":s(e.arcs);break;case\"MultiPolygon\":e.arcs.forEach(s)}})),n.forEach((function(t){if(!t._){var e=[],n=[t];for(t._=1,i.push(e);t=n.pop();)e.push(t),t.forEach((function(t){t.forEach((function(t){r[t<0?~t:t].forEach((function(t){t._||(t._=1,n.push(t))}))}))}))}})),n.forEach((function(t){delete t._})),{type:\"MultiPolygon\",arcs:i.map((function(e){var n,i=[];if(e.forEach((function(t){t.forEach((function(t){t.forEach((function(t){r[t<0?~t:t].length<2&&i.push(t)}))}))})),(n=(i=o(t,i)).length)>1)for(var a,s,c=1,u=l(i[0]);c<n;++c)(a=l(i[c]))>u&&(s=i[0],i[0]=i[c],i[c]=s,u=a);return i})).filter((function(t){return t.length>0}))}}function u(t,e){for(var r=0,n=t.length;r<n;){var i=r+n>>>1;t[i]<e?r=i+1:n=i}return r}function f(t){if(null==t)return e;var r,n,i=t.scale[0],a=t.scale[1],o=t.translate[0],s=t.translate[1];return function(t,e){e||(r=n=0);var l=2,c=t.length,u=new Array(c),f=Math.round((t[0]-o)/i),h=Math.round((t[1]-s)/a);for(u[0]=f-r,r=f,u[1]=h-n,n=h;l<c;)u[l]=t[l],++l;return u}}t.bbox=n,t.feature=function(t,e){return\"string\"==typeof e&&(e=t.objects[e]),\"GeometryCollection\"===e.type?{type:\"FeatureCollection\",features:e.geometries.map((function(e){return i(t,e)}))}:i(t,e)},t.merge=function(t){return a(t,c.apply(this,arguments))},t.mergeArcs=c,t.mesh=function(t){return a(t,s.apply(this,arguments))},t.meshArcs=s,t.neighbors=function(t){var e={},r=t.map((function(){return[]}));function n(t,r){t.forEach((function(t){t<0&&(t=~t);var n=e[t];n?n.push(r):e[t]=[r]}))}function i(t,e){t.forEach((function(t){n(t,e)}))}var a={LineString:n,MultiLineString:i,Polygon:i,MultiPolygon:function(t,e){t.forEach((function(t){i(t,e)}))}};for(var o in t.forEach((function t(e,r){\"GeometryCollection\"===e.type?e.geometries.forEach((function(e){t(e,r)})):e.type in a&&a[e.type](e.arcs,r)})),e)for(var s=e[o],l=s.length,c=0;c<l;++c)for(var f=c+1;f<l;++f){var h,p=s[c],d=s[f];(h=r[p])[o=u(h,d)]!==d&&h.splice(o,0,d),(h=r[d])[o=u(h,p)]!==p&&h.splice(o,0,p)}return r},t.quantize=function(t,e){if(t.transform)throw new Error(\"already quantized\");if(e&&e.scale)l=t.bbox;else{if(!((r=Math.floor(e))>=2))throw new Error(\"n must be \\u22652\");var r,i=(l=t.bbox||n(t))[0],a=l[1],o=l[2],s=l[3];e={scale:[o-i?(o-i)/(r-1):1,s-a?(s-a)/(r-1):1],translate:[i,a]}}var l,c,u=f(e),h=t.objects,p={};function d(t){return u(t)}function g(t){var e;switch(t.type){case\"GeometryCollection\":e={type:\"GeometryCollection\",geometries:t.geometries.map(g)};break;case\"Point\":e={type:\"Point\",coordinates:d(t.coordinates)};break;case\"MultiPoint\":e={type:\"MultiPoint\",coordinates:t.coordinates.map(d)};break;default:return t}return null!=t.id&&(e.id=t.id),null!=t.bbox&&(e.bbox=t.bbox),null!=t.properties&&(e.properties=t.properties),e}for(c in h)p[c]=g(h[c]);return{type:\"Topology\",bbox:l,transform:e,objects:p,arcs:t.arcs.map((function(t){var e,r=0,n=1,i=t.length,a=new Array(i);for(a[0]=u(t[0],0);++r<i;)((e=u(t[r],r))[0]||e[1])&&(a[n++]=e);return 1===n&&(a[n++]=[0,0]),a.length=n,a}))}},t.transform=r,t.untransform=f,Object.defineProperty(t,\"__esModule\",{value:!0})}))},{}],580:[function(t,e,r){\"use strict\";e.exports=function(t){if(t<0)return[];if(0===t)return[[0]];for(var e=0|Math.round(a(t+1)),r=[],o=0;o<e;++o){for(var s=n.unrank(t,o),l=[0],c=0,u=0;u<s.length;++u)c+=1<<s[u],l.push(c);i(s)<1&&(l[0]=c,l[t]=0),r.push(l)}return r};var n=t(\"permutation-rank\"),i=t(\"permutation-parity\"),a=t(\"gamma\")},{gamma:248,\"permutation-parity\":509,\"permutation-rank\":510}],581:[function(t,e,r){\"use strict\";e.exports=function(t){var e=(t=t||{}).center||[0,0,0],r=t.up||[0,1,0],n=t.right||f(r),i=t.radius||1,a=t.theta||0,u=t.phi||0;if(e=[].slice.call(e,0,3),r=[].slice.call(r,0,3),s(r,r),n=[].slice.call(n,0,3),s(n,n),\"eye\"in t){var p=t.eye,d=[p[0]-e[0],p[1]-e[1],p[2]-e[2]];o(n,d,r),c(n[0],n[1],n[2])<1e-6?n=f(r):s(n,n),i=c(d[0],d[1],d[2]);var g=l(r,d)/i,m=l(n,d)/i;u=Math.acos(g),a=Math.acos(m)}return i=Math.log(i),new h(t.zoomMin,t.zoomMax,e,r,n,i,a,u)};var n=t(\"filtered-vector\"),i=t(\"gl-mat4/invert\"),a=t(\"gl-mat4/rotate\"),o=t(\"gl-vec3/cross\"),s=t(\"gl-vec3/normalize\"),l=t(\"gl-vec3/dot\");function c(t,e,r){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2))}function u(t){return Math.min(1,Math.max(-1,t))}function f(t){var e=Math.abs(t[0]),r=Math.abs(t[1]),n=Math.abs(t[2]),i=[0,0,0];e>Math.max(r,n)?i[2]=1:r>Math.max(e,n)?i[0]=1:i[1]=1;for(var a=0,o=0,l=0;l<3;++l)a+=t[l]*t[l],o+=i[l]*t[l];for(l=0;l<3;++l)i[l]-=o/a*t[l];return s(i,i),i}function h(t,e,r,i,a,o,s,l){this.center=n(r),this.up=n(i),this.right=n(a),this.radius=n([o]),this.angle=n([s,l]),this.angle.bounds=[[-1/0,-Math.PI/2],[1/0,Math.PI/2]],this.setDistanceLimits(t,e),this.computedCenter=this.center.curve(0),this.computedUp=this.up.curve(0),this.computedRight=this.right.curve(0),this.computedRadius=this.radius.curve(0),this.computedAngle=this.angle.curve(0),this.computedToward=[0,0,0],this.computedEye=[0,0,0],this.computedMatrix=new Array(16);for(var c=0;c<16;++c)this.computedMatrix[c]=.5;this.recalcMatrix(0)}var p=h.prototype;p.setDistanceLimits=function(t,e){t=t>0?Math.log(t):-1/0,e=e>0?Math.log(e):1/0,e=Math.max(e,t),this.radius.bounds[0][0]=t,this.radius.bounds[1][0]=e},p.getDistanceLimits=function(t){var e=this.radius.bounds[0];return t?(t[0]=Math.exp(e[0][0]),t[1]=Math.exp(e[1][0]),t):[Math.exp(e[0][0]),Math.exp(e[1][0])]},p.recalcMatrix=function(t){this.center.curve(t),this.up.curve(t),this.right.curve(t),this.radius.curve(t),this.angle.curve(t);for(var e=this.computedUp,r=this.computedRight,n=0,i=0,a=0;a<3;++a)i+=e[a]*r[a],n+=e[a]*e[a];var l=Math.sqrt(n),u=0;for(a=0;a<3;++a)r[a]-=e[a]*i/n,u+=r[a]*r[a],e[a]/=l;var f=Math.sqrt(u);for(a=0;a<3;++a)r[a]/=f;var h=this.computedToward;o(h,e,r),s(h,h);var p=Math.exp(this.computedRadius[0]),d=this.computedAngle[0],g=this.computedAngle[1],m=Math.cos(d),v=Math.sin(d),y=Math.cos(g),x=Math.sin(g),b=this.computedCenter,_=m*y,w=v*y,T=x,k=-m*x,M=-v*x,A=y,S=this.computedEye,E=this.computedMatrix;for(a=0;a<3;++a){var C=_*r[a]+w*h[a]+T*e[a];E[4*a+1]=k*r[a]+M*h[a]+A*e[a],E[4*a+2]=C,E[4*a+3]=0}var L=E[1],I=E[5],P=E[9],z=E[2],O=E[6],D=E[10],R=I*D-P*O,F=P*z-L*D,B=L*O-I*z,N=c(R,F,B);R/=N,F/=N,B/=N,E[0]=R,E[4]=F,E[8]=B;for(a=0;a<3;++a)S[a]=b[a]+E[2+4*a]*p;for(a=0;a<3;++a){u=0;for(var j=0;j<3;++j)u+=E[a+4*j]*S[j];E[12+a]=-u}E[15]=1},p.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n<16;++n)e[n]=r[n];return e}return r};var d=[0,0,0];p.rotate=function(t,e,r,n){if(this.angle.move(t,e,r),n){this.recalcMatrix(t);var i=this.computedMatrix;d[0]=i[2],d[1]=i[6],d[2]=i[10];for(var o=this.computedUp,s=this.computedRight,l=this.computedToward,c=0;c<3;++c)i[4*c]=o[c],i[4*c+1]=s[c],i[4*c+2]=l[c];a(i,i,n,d);for(c=0;c<3;++c)o[c]=i[4*c],s[c]=i[4*c+1];this.up.set(t,o[0],o[1],o[2]),this.right.set(t,s[0],s[1],s[2])}},p.pan=function(t,e,r,n){e=e||0,r=r||0,n=n||0,this.recalcMatrix(t);var i=this.computedMatrix,a=(Math.exp(this.computedRadius[0]),i[1]),o=i[5],s=i[9],l=c(a,o,s);a/=l,o/=l,s/=l;var u=i[0],f=i[4],h=i[8],p=u*a+f*o+h*s,d=c(u-=a*p,f-=o*p,h-=s*p),g=(u/=d)*e+a*r,m=(f/=d)*e+o*r,v=(h/=d)*e+s*r;this.center.move(t,g,m,v);var y=Math.exp(this.computedRadius[0]);y=Math.max(1e-4,y+n),this.radius.set(t,Math.log(y))},p.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},p.setMatrix=function(t,e,r,n){var a=1;\"number\"==typeof r&&(a=0|r),(a<0||a>3)&&(a=1);var o=(a+2)%3;e||(this.recalcMatrix(t),e=this.computedMatrix);var s=e[a],l=e[a+4],f=e[a+8];if(n){var h=Math.abs(s),p=Math.abs(l),d=Math.abs(f),g=Math.max(h,p,d);h===g?(s=s<0?-1:1,l=f=0):d===g?(f=f<0?-1:1,s=l=0):(l=l<0?-1:1,s=f=0)}else{var m=c(s,l,f);s/=m,l/=m,f/=m}var v,y,x=e[o],b=e[o+4],_=e[o+8],w=x*s+b*l+_*f,T=c(x-=s*w,b-=l*w,_-=f*w),k=l*(_/=T)-f*(b/=T),M=f*(x/=T)-s*_,A=s*b-l*x,S=c(k,M,A);if(k/=S,M/=S,A/=S,this.center.jump(t,H,G,Y),this.radius.idle(t),this.up.jump(t,s,l,f),this.right.jump(t,x,b,_),2===a){var E=e[1],C=e[5],L=e[9],I=E*x+C*b+L*_,P=E*k+C*M+L*A;v=R<0?-Math.PI/2:Math.PI/2,y=Math.atan2(P,I)}else{var z=e[2],O=e[6],D=e[10],R=z*s+O*l+D*f,F=z*x+O*b+D*_,B=z*k+O*M+D*A;v=Math.asin(u(R)),y=Math.atan2(B,F)}this.angle.jump(t,y,v),this.recalcMatrix(t);var N=e[2],j=e[6],U=e[10],V=this.computedMatrix;i(V,e);var q=V[15],H=V[12]/q,G=V[13]/q,Y=V[14]/q,W=Math.exp(this.computedRadius[0]);this.center.jump(t,H-N*W,G-j*W,Y-U*W)},p.lastT=function(){return Math.max(this.center.lastT(),this.up.lastT(),this.right.lastT(),this.radius.lastT(),this.angle.lastT())},p.idle=function(t){this.center.idle(t),this.up.idle(t),this.right.idle(t),this.radius.idle(t),this.angle.idle(t)},p.flush=function(t){this.center.flush(t),this.up.flush(t),this.right.flush(t),this.radius.flush(t),this.angle.flush(t)},p.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},p.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||this.computedCenter;var i=(n=n||this.computedUp)[0],a=n[1],o=n[2],s=c(i,a,o);if(!(s<1e-6)){i/=s,a/=s,o/=s;var l=e[0]-r[0],f=e[1]-r[1],h=e[2]-r[2],p=c(l,f,h);if(!(p<1e-6)){l/=p,f/=p,h/=p;var d=this.computedRight,g=d[0],m=d[1],v=d[2],y=i*g+a*m+o*v,x=c(g-=y*i,m-=y*a,v-=y*o);if(!(x<.01&&(x=c(g=a*h-o*f,m=o*l-i*h,v=i*f-a*l))<1e-6)){g/=x,m/=x,v/=x,this.up.set(t,i,a,o),this.right.set(t,g,m,v),this.center.set(t,r[0],r[1],r[2]),this.radius.set(t,Math.log(p));var b=a*v-o*m,_=o*g-i*v,w=i*m-a*g,T=c(b,_,w),k=i*l+a*f+o*h,M=g*l+m*f+v*h,A=(b/=T)*l+(_/=T)*f+(w/=T)*h,S=Math.asin(u(k)),E=Math.atan2(A,M),C=this.angle._state,L=C[C.length-1],I=C[C.length-2];L%=2*Math.PI;var P=Math.abs(L+2*Math.PI-E),z=Math.abs(L-E),O=Math.abs(L-2*Math.PI-E);P<z&&(L+=2*Math.PI),O<z&&(L-=2*Math.PI),this.angle.jump(this.angle.lastT(),L,I),this.angle.set(t,E,S)}}}}},{\"filtered-vector\":242,\"gl-mat4/invert\":293,\"gl-mat4/rotate\":299,\"gl-vec3/cross\":365,\"gl-vec3/dot\":370,\"gl-vec3/normalize\":387}],582:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var i=t*e,a=n*t,o=a-(a-t),s=t-o,l=n*e,c=l-(l-e),u=e-c,f=s*u-(i-o*c-s*c-o*u);if(r)return r[0]=f,r[1]=i,r;return[f,i]};var n=+(Math.pow(2,27)+1)},{}],583:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var n=t+e,i=n-t,a=e-i,o=t-(n-i);if(r)return r[0]=o+a,r[1]=n,r;return[o+a,n]}},{}],584:[function(t,e,r){\"use strict\";var n=t(\"../prototype/is\");e.exports=function(t){if(\"function\"!=typeof t)return!1;if(!hasOwnProperty.call(t,\"length\"))return!1;try{if(\"number\"!=typeof t.length)return!1;if(\"function\"!=typeof t.call)return!1;if(\"function\"!=typeof t.apply)return!1}catch(t){return!1}return!n(t)}},{\"../prototype/is\":591}],585:[function(t,e,r){\"use strict\";var n=t(\"../value/is\"),i=t(\"../object/is\"),a=t(\"../string/coerce\"),o=t(\"./to-short-string\"),s=function(t,e){return t.replace(\"%v\",o(e))};e.exports=function(t,e,r){if(!i(r))throw new TypeError(s(e,t));if(!n(t)){if(\"default\"in r)return r.default;if(r.isOptional)return null}var o=a(r.errorMessage);throw n(o)||(o=e),new TypeError(s(o,t))}},{\"../object/is\":588,\"../string/coerce\":592,\"../value/is\":594,\"./to-short-string\":587}],586:[function(t,e,r){\"use strict\";e.exports=function(t){try{return t.toString()}catch(e){try{return String(t)}catch(t){return null}}}},{}],587:[function(t,e,r){\"use strict\";var n=t(\"./safe-to-string\"),i=/[\\n\\r\\u2028\\u2029]/g;e.exports=function(t){var e=n(t);return null===e?\"<Non-coercible to string value>\":(e.length>100&&(e=e.slice(0,99)+\"\\u2026\"),e=e.replace(i,(function(t){switch(t){case\"\\n\":return\"\\\\n\";case\"\\r\":return\"\\\\r\";case\"\\u2028\":return\"\\\\u2028\";case\"\\u2029\":return\"\\\\u2029\";default:throw new Error(\"Unexpected character\")}})))}},{\"./safe-to-string\":586}],588:[function(t,e,r){\"use strict\";var n=t(\"../value/is\"),i={object:!0,function:!0,undefined:!0};e.exports=function(t){return!!n(t)&&hasOwnProperty.call(i,typeof t)}},{\"../value/is\":594}],589:[function(t,e,r){\"use strict\";var n=t(\"../lib/resolve-exception\"),i=t(\"./is\");e.exports=function(t){return i(t)?t:n(t,\"%v is not a plain function\",arguments[1])}},{\"../lib/resolve-exception\":585,\"./is\":590}],590:[function(t,e,r){\"use strict\";var n=t(\"../function/is\"),i=/^\\s*class[\\s{/}]/,a=Function.prototype.toString;e.exports=function(t){return!!n(t)&&!i.test(a.call(t))}},{\"../function/is\":584}],591:[function(t,e,r){\"use strict\";var n=t(\"../object/is\");e.exports=function(t){if(!n(t))return!1;try{return!!t.constructor&&t.constructor.prototype===t}catch(t){return!1}}},{\"../object/is\":588}],592:[function(t,e,r){\"use strict\";var n=t(\"../value/is\"),i=t(\"../object/is\"),a=Object.prototype.toString;e.exports=function(t){if(!n(t))return null;if(i(t)){var e=t.toString;if(\"function\"!=typeof e)return null;if(e===a)return null}try{return\"\"+t}catch(t){return null}}},{\"../object/is\":588,\"../value/is\":594}],593:[function(t,e,r){\"use strict\";var n=t(\"../lib/resolve-exception\"),i=t(\"./is\");e.exports=function(t){return i(t)?t:n(t,\"Cannot use %v\",arguments[1])}},{\"../lib/resolve-exception\":585,\"./is\":594}],594:[function(t,e,r){\"use strict\";e.exports=function(t){return null!=t}},{}],595:[function(t,e,r){(function(e){(function(){\"use strict\";var n=t(\"bit-twiddle\"),i=t(\"dup\"),a=t(\"buffer\").Buffer;e.__TYPEDARRAY_POOL||(e.__TYPEDARRAY_POOL={UINT8:i([32,0]),UINT16:i([32,0]),UINT32:i([32,0]),BIGUINT64:i([32,0]),INT8:i([32,0]),INT16:i([32,0]),INT32:i([32,0]),BIGINT64:i([32,0]),FLOAT:i([32,0]),DOUBLE:i([32,0]),DATA:i([32,0]),UINT8C:i([32,0]),BUFFER:i([32,0])});var o=\"undefined\"!=typeof Uint8ClampedArray,s=\"undefined\"!=typeof BigUint64Array,l=\"undefined\"!=typeof BigInt64Array,c=e.__TYPEDARRAY_POOL;c.UINT8C||(c.UINT8C=i([32,0])),c.BIGUINT64||(c.BIGUINT64=i([32,0])),c.BIGINT64||(c.BIGINT64=i([32,0])),c.BUFFER||(c.BUFFER=i([32,0]));var u=c.DATA,f=c.BUFFER;function h(t){if(t){var e=t.length||t.byteLength,r=n.log2(e);u[r].push(t)}}function p(t){t=n.nextPow2(t);var e=n.log2(t),r=u[e];return r.length>0?r.pop():new ArrayBuffer(t)}function d(t){return new Uint8Array(p(t),0,t)}function g(t){return new Uint16Array(p(2*t),0,t)}function m(t){return new Uint32Array(p(4*t),0,t)}function v(t){return new Int8Array(p(t),0,t)}function y(t){return new Int16Array(p(2*t),0,t)}function x(t){return new Int32Array(p(4*t),0,t)}function b(t){return new Float32Array(p(4*t),0,t)}function _(t){return new Float64Array(p(8*t),0,t)}function w(t){return o?new Uint8ClampedArray(p(t),0,t):d(t)}function T(t){return s?new BigUint64Array(p(8*t),0,t):null}function k(t){return l?new BigInt64Array(p(8*t),0,t):null}function M(t){return new DataView(p(t),0,t)}function A(t){t=n.nextPow2(t);var e=n.log2(t),r=f[e];return r.length>0?r.pop():new a(t)}r.free=function(t){if(a.isBuffer(t))f[n.log2(t.length)].push(t);else{if(\"[object ArrayBuffer]\"!==Object.prototype.toString.call(t)&&(t=t.buffer),!t)return;var e=t.length||t.byteLength,r=0|n.log2(e);u[r].push(t)}},r.freeUint8=r.freeUint16=r.freeUint32=r.freeBigUint64=r.freeInt8=r.freeInt16=r.freeInt32=r.freeBigInt64=r.freeFloat32=r.freeFloat=r.freeFloat64=r.freeDouble=r.freeUint8Clamped=r.freeDataView=function(t){h(t.buffer)},r.freeArrayBuffer=h,r.freeBuffer=function(t){f[n.log2(t.length)].push(t)},r.malloc=function(t,e){if(void 0===e||\"arraybuffer\"===e)return p(t);switch(e){case\"uint8\":return d(t);case\"uint16\":return g(t);case\"uint32\":return m(t);case\"int8\":return v(t);case\"int16\":return y(t);case\"int32\":return x(t);case\"float\":case\"float32\":return b(t);case\"double\":case\"float64\":return _(t);case\"uint8_clamped\":return w(t);case\"bigint64\":return k(t);case\"biguint64\":return T(t);case\"buffer\":return A(t);case\"data\":case\"dataview\":return M(t);default:return null}return null},r.mallocArrayBuffer=p,r.mallocUint8=d,r.mallocUint16=g,r.mallocUint32=m,r.mallocInt8=v,r.mallocInt16=y,r.mallocInt32=x,r.mallocFloat32=r.mallocFloat=b,r.mallocFloat64=r.mallocDouble=_,r.mallocUint8Clamped=w,r.mallocBigUint64=T,r.mallocBigInt64=k,r.mallocDataView=M,r.mallocBuffer=A,r.clearCache=function(){for(var t=0;t<32;++t)c.UINT8[t].length=0,c.UINT16[t].length=0,c.UINT32[t].length=0,c.INT8[t].length=0,c.INT16[t].length=0,c.INT32[t].length=0,c.FLOAT[t].length=0,c.DOUBLE[t].length=0,c.BIGUINT64[t].length=0,c.BIGINT64[t].length=0,c.UINT8C[t].length=0,u[t].length=0,f[t].length=0}}).call(this)}).call(this,\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:\"undefined\"!=typeof window?window:{})},{\"bit-twiddle\":97,buffer:111,dup:176}],596:[function(t,e,r){\"use strict\";function n(t){this.roots=new Array(t),this.ranks=new Array(t);for(var e=0;e<t;++e)this.roots[e]=e,this.ranks[e]=0}e.exports=n;var i=n.prototype;Object.defineProperty(i,\"length\",{get:function(){return this.roots.length}}),i.makeSet=function(){var t=this.roots.length;return this.roots.push(t),this.ranks.push(0),t},i.find=function(t){for(var e=t,r=this.roots;r[t]!==t;)t=r[t];for(;r[e]!==t;){var n=r[e];r[e]=t,e=n}return t},i.link=function(t,e){var r=this.find(t),n=this.find(e);if(r!==n){var i=this.ranks,a=this.roots,o=i[r],s=i[n];o<s?a[r]=n:s<o?a[n]=r:(a[n]=r,++i[r])}}},{}],597:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){return 0===t.length?t:e?(r||t.sort(e),function(t,e){for(var r=1,n=t.length,i=t[0],a=t[0],o=1;o<n;++o)if(a=i,e(i=t[o],a)){if(o===r){r++;continue}t[r++]=i}return t.length=r,t}(t,e)):(r||t.sort(),function(t){for(var e=1,r=t.length,n=t[0],i=t[0],a=1;a<r;++a,i=n)if(i=n,(n=t[a])!==i){if(a===e){e++;continue}t[e++]=n}return t.length=e,t}(t))}},{}],598:[function(t,e,r){var n=/[\\'\\\"]/;e.exports=function(t){return t?(n.test(t.charAt(0))&&(t=t.substr(1)),n.test(t.charAt(t.length-1))&&(t=t.substr(0,t.length-1)),t):\"\"}},{}],599:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){Array.isArray(r)||(r=[].slice.call(arguments,2));for(var n=0,i=r.length;n<i;n++){var a=r[n];for(var o in a)if((void 0===e[o]||Array.isArray(e[o])||t[o]!==e[o])&&o in e){var s;if(!0===a[o])s=e[o];else{if(!1===a[o])continue;if(\"function\"==typeof a[o]&&void 0===(s=a[o](e[o],t,e)))continue}t[o]=s}}return t}},{}],600:[function(t,e,r){\"use strict\";e.exports=function(t,e){\"object\"==typeof e&&null!==e||(e={});return n(t,e.canvas||i,e.context||a,e)};var n=t(\"./lib/vtext\"),i=null,a=null;\"undefined\"!=typeof document&&((i=document.createElement(\"canvas\")).width=8192,i.height=1024,a=i.getContext(\"2d\"))},{\"./lib/vtext\":601}],601:[function(t,e,r){e.exports=function(t,e,r,n){var a=64,o=1.25,s={breaklines:!1,bolds:!1,italics:!1,subscripts:!1,superscripts:!1};n&&(n.size&&n.size>0&&(a=n.size),n.lineSpacing&&n.lineSpacing>0&&(o=n.lineSpacing),n.styletags&&n.styletags.breaklines&&(s.breaklines=!!n.styletags.breaklines),n.styletags&&n.styletags.bolds&&(s.bolds=!!n.styletags.bolds),n.styletags&&n.styletags.italics&&(s.italics=!!n.styletags.italics),n.styletags&&n.styletags.subscripts&&(s.subscripts=!!n.styletags.subscripts),n.styletags&&n.styletags.superscripts&&(s.superscripts=!!n.styletags.superscripts));return r.font=[n.fontStyle,n.fontVariant,n.fontWeight,a+\"px\",n.font].filter((function(t){return t})).join(\" \"),r.textAlign=\"start\",r.textBaseline=\"alphabetic\",r.direction=\"ltr\",h(function(t,e,r,n,a,o){r=r.replace(/\\n/g,\"\"),r=!0===o.breaklines?r.replace(/\\<br\\>/g,\"\\n\"):r.replace(/\\<br\\>/g,\" \");var s=\"\",l=[];for(p=0;p<r.length;++p)l[p]=s;!0===o.bolds&&(l=c(\"b\",\"b|\",r,l));!0===o.italics&&(l=c(\"i\",\"i|\",r,l));!0===o.superscripts&&(l=c(\"sup\",\"+1\",r,l));!0===o.subscripts&&(l=c(\"sub\",\"-1\",r,l));var u=[],f=\"\";for(p=0;p<r.length;++p)null!==l[p]&&(f+=r[p],u.push(l[p]));var h,p,d,g,m,v=f.split(\"\\n\"),y=v.length,x=Math.round(a*n),b=n,_=2*n,w=0,T=y*x+_;t.height<T&&(t.height=T);e.fillStyle=\"#000\",e.fillRect(0,0,t.width,t.height),e.fillStyle=\"#fff\";var k=0,M=\"\";function A(){if(\"\"!==M){var t=e.measureText(M).width;e.fillText(M,b+d,_+g),d+=t}}function S(){return Math.round(m)+\"px \"}function E(t,r){var n=\"\"+e.font;if(!0===o.subscripts){var i=t.indexOf(\"-\"),a=r.indexOf(\"-\"),s=i>-1?parseInt(t[1+i]):0,l=a>-1?parseInt(r[1+a]):0;s!==l&&(n=n.replace(S(),\"?px \"),m*=Math.pow(.75,l-s),n=n.replace(\"?px \",S())),g+=.25*x*(l-s)}if(!0===o.superscripts){var c=t.indexOf(\"+\"),u=r.indexOf(\"+\"),f=c>-1?parseInt(t[1+c]):0,h=u>-1?parseInt(r[1+u]):0;f!==h&&(n=n.replace(S(),\"?px \"),m*=Math.pow(.75,h-f),n=n.replace(\"?px \",S())),g-=.25*x*(h-f)}if(!0===o.bolds){var p=t.indexOf(\"b|\")>-1,d=r.indexOf(\"b|\")>-1;!p&&d&&(n=v?n.replace(\"italic \",\"italic bold \"):\"bold \"+n),p&&!d&&(n=n.replace(\"bold \",\"\"))}if(!0===o.italics){var v=t.indexOf(\"i|\")>-1,y=r.indexOf(\"i|\")>-1;!v&&y&&(n=\"italic \"+n),v&&!y&&(n=n.replace(\"italic \",\"\"))}e.font=n}for(h=0;h<y;++h){var C=v[h]+\"\\n\";for(d=0,g=h*x,m=n,M=\"\",p=0;p<C.length;++p){var L=p+k<u.length?u[p+k]:u[u.length-1];s===L?M+=C[p]:(A(),M=C[p],void 0!==L&&(E(s,L),s=L))}A(),k+=C.length;var I=0|Math.round(d+2*b);w<I&&(w=I)}var P=w,z=_+x*y;return i(e.getImageData(0,0,P,z).data,[z,P,4]).pick(-1,-1,0).transpose(1,0)}(e,r,t,a,o,s),n,a)},e.exports.processPixels=h;var n=t(\"surface-nets\"),i=t(\"ndarray\"),a=t(\"simplify-planar-graph\"),o=t(\"clean-pslg\"),s=t(\"cdt2d\"),l=t(\"planar-graph-to-polyline\");function c(t,e,r,n){for(var i=\"<\"+t+\">\",a=\"</\"+t+\">\",o=i.length,s=a.length,l=\"+\"===e[0]||\"-\"===e[0],c=0,u=-s;c>-1&&-1!==(c=r.indexOf(i,c))&&-1!==(u=r.indexOf(a,c+o))&&!(u<=c);){for(var f=c;f<u+s;++f)if(f<c+o||f>=u)n[f]=null,r=r.substr(0,f)+\" \"+r.substr(f+1);else if(null!==n[f]){var h=n[f].indexOf(e[0]);-1===h?n[f]+=e:l&&(n[f]=n[f].substr(0,h+1)+(1+parseInt(n[f][h+1]))+n[f].substr(h+2))}var p=c+o,d=r.substr(p,u-p).indexOf(i);c=-1!==d?d:u+s}return n}function u(t,e){var r=n(t,128);return e?a(r.cells,r.positions,.25):{edges:r.cells,positions:r.positions}}function f(t,e,r,n){var i=u(t,n),a=function(t,e,r){for(var n=e.textAlign||\"start\",i=e.textBaseline||\"alphabetic\",a=[1<<30,1<<30],o=[0,0],s=t.length,l=0;l<s;++l)for(var c=t[l],u=0;u<2;++u)a[u]=0|Math.min(a[u],c[u]),o[u]=0|Math.max(o[u],c[u]);var f=0;switch(n){case\"center\":f=-.5*(a[0]+o[0]);break;case\"right\":case\"end\":f=-o[0];break;case\"left\":case\"start\":f=-a[0];break;default:throw new Error(\"vectorize-text: Unrecognized textAlign: '\"+n+\"'\")}var h=0;switch(i){case\"hanging\":case\"top\":h=-a[1];break;case\"middle\":h=-.5*(a[1]+o[1]);break;case\"alphabetic\":case\"ideographic\":h=-3*r;break;case\"bottom\":h=-o[1];break;default:throw new Error(\"vectorize-text: Unrecoginized textBaseline: '\"+i+\"'\")}var p=1/r;return\"lineHeight\"in e?p*=+e.lineHeight:\"width\"in e?p=e.width/(o[0]-a[0]):\"height\"in e&&(p=e.height/(o[1]-a[1])),t.map((function(t){return[p*(t[0]+f),p*(t[1]+h)]}))}(i.positions,e,r),c=i.edges,f=\"ccw\"===e.orientation;if(o(a,c),e.polygons||e.polygon||e.polyline){for(var h=l(c,a),p=new Array(h.length),d=0;d<h.length;++d){for(var g=h[d],m=new Array(g.length),v=0;v<g.length;++v){for(var y=g[v],x=new Array(y.length),b=0;b<y.length;++b)x[b]=a[y[b]].slice();f&&x.reverse(),m[v]=x}p[d]=m}return p}return e.triangles||e.triangulate||e.triangle?{cells:s(a,c,{delaunay:!1,exterior:!1,interior:!0}),positions:a}:{edges:c,positions:a}}function h(t,e,r){try{return f(t,e,r,!0)}catch(t){}try{return f(t,e,r,!1)}catch(t){}return e.polygons||e.polyline||e.polygon?[]:e.triangles||e.triangulate||e.triangle?{cells:[],positions:[]}:{edges:[],positions:[]}}},{cdt2d:112,\"clean-pslg\":121,ndarray:495,\"planar-graph-to-polyline\":514,\"simplify-planar-graph\":562,\"surface-nets\":570}],602:[function(t,e,r){!function(){\"use strict\";if(\"undefined\"==typeof ses||!ses.ok||ses.ok()){\"undefined\"!=typeof ses&&(ses.weakMapPermitHostObjects=g);var t=!1;if(\"function\"==typeof WeakMap){var r=WeakMap;if(\"undefined\"!=typeof navigator&&/Firefox/.test(navigator.userAgent));else{var n=new r,i=Object.freeze({});if(n.set(i,1),1===n.get(i))return void(e.exports=WeakMap);t=!0}}Object.prototype.hasOwnProperty;var a=Object.getOwnPropertyNames,o=Object.defineProperty,s=Object.isExtensible,l=\"weakmap:ident:\"+Math.random()+\"___\";if(\"undefined\"!=typeof crypto&&\"function\"==typeof crypto.getRandomValues&&\"function\"==typeof ArrayBuffer&&\"function\"==typeof Uint8Array){var c=new ArrayBuffer(25),u=new Uint8Array(c);crypto.getRandomValues(u),l=\"weakmap:rand:\"+Array.prototype.map.call(u,(function(t){return(t%36).toString(36)})).join(\"\")+\"___\"}if(o(Object,\"getOwnPropertyNames\",{value:function(t){return a(t).filter(m)}}),\"getPropertyNames\"in Object){var f=Object.getPropertyNames;o(Object,\"getPropertyNames\",{value:function(t){return f(t).filter(m)}})}!function(){var t=Object.freeze;o(Object,\"freeze\",{value:function(e){return v(e),t(e)}});var e=Object.seal;o(Object,\"seal\",{value:function(t){return v(t),e(t)}});var r=Object.preventExtensions;o(Object,\"preventExtensions\",{value:function(t){return v(t),r(t)}})}();var h=!1,p=0,d=function(){this instanceof d||x();var t=[],e=[],r=p++;return Object.create(d.prototype,{get___:{value:y((function(n,i){var a,o=v(n);return o?r in o?o[r]:i:(a=t.indexOf(n))>=0?e[a]:i}))},has___:{value:y((function(e){var n=v(e);return n?r in n:t.indexOf(e)>=0}))},set___:{value:y((function(n,i){var a,o=v(n);return o?o[r]=i:(a=t.indexOf(n))>=0?e[a]=i:(a=t.length,e[a]=i,t[a]=n),this}))},delete___:{value:y((function(n){var i,a,o=v(n);return o?r in o&&delete o[r]:!((i=t.indexOf(n))<0)&&(a=t.length-1,t[i]=void 0,e[i]=e[a],t[i]=t[a],t.length=a,e.length=a,!0)}))}})};d.prototype=Object.create(Object.prototype,{get:{value:function(t,e){return this.get___(t,e)},writable:!0,configurable:!0},has:{value:function(t){return this.has___(t)},writable:!0,configurable:!0},set:{value:function(t,e){return this.set___(t,e)},writable:!0,configurable:!0},delete:{value:function(t){return this.delete___(t)},writable:!0,configurable:!0}}),\"function\"==typeof r?function(){function n(){this instanceof d||x();var e,n=new r,i=void 0,a=!1;return e=t?function(t,e){return n.set(t,e),n.has(t)||(i||(i=new d),i.set(t,e)),this}:function(t,e){if(a)try{n.set(t,e)}catch(r){i||(i=new d),i.set___(t,e)}else n.set(t,e);return this},Object.create(d.prototype,{get___:{value:y((function(t,e){return i?n.has(t)?n.get(t):i.get___(t,e):n.get(t,e)}))},has___:{value:y((function(t){return n.has(t)||!!i&&i.has___(t)}))},set___:{value:y(e)},delete___:{value:y((function(t){var e=!!n.delete(t);return i&&i.delete___(t)||e}))},permitHostObjects___:{value:y((function(t){if(t!==g)throw new Error(\"bogus call to permitHostObjects___\");a=!0}))}})}t&&\"undefined\"!=typeof Proxy&&(Proxy=void 0),n.prototype=d.prototype,e.exports=n,Object.defineProperty(WeakMap.prototype,\"constructor\",{value:WeakMap,enumerable:!1,configurable:!0,writable:!0})}():(\"undefined\"!=typeof Proxy&&(Proxy=void 0),e.exports=d)}function g(t){t.permitHostObjects___&&t.permitHostObjects___(g)}function m(t){return!(\"weakmap:\"==t.substr(0,\"weakmap:\".length)&&\"___\"===t.substr(t.length-3))}function v(t){if(t!==Object(t))throw new TypeError(\"Not an object: \"+t);var e=t[l];if(e&&e.key===t)return e;if(s(t)){e={key:t};try{return o(t,l,{value:e,writable:!1,enumerable:!1,configurable:!1}),e}catch(t){return}}}function y(t){return t.prototype=null,Object.freeze(t)}function x(){h||\"undefined\"==typeof console||(h=!0,console.warn(\"WeakMap should be invoked as new WeakMap(), not WeakMap(). This will be an error in the future.\"))}}()},{}],603:[function(t,e,r){var n=t(\"./hidden-store.js\");e.exports=function(){var t={};return function(e){if((\"object\"!=typeof e||null===e)&&\"function\"!=typeof e)throw new Error(\"Weakmap-shim: Key must be object\");var r=e.valueOf(t);return r&&r.identity===t?r:n(e,t)}}},{\"./hidden-store.js\":604}],604:[function(t,e,r){e.exports=function(t,e){var r={identity:e},n=t.valueOf;return Object.defineProperty(t,\"valueOf\",{value:function(t){return t!==e?n.apply(this,arguments):r},writable:!0}),r}},{}],605:[function(t,e,r){var n=t(\"./create-store.js\");e.exports=function(){var t=n();return{get:function(e,r){var n=t(e);return n.hasOwnProperty(\"value\")?n.value:r},set:function(e,r){return t(e).value=r,this},has:function(e){return\"value\"in t(e)},delete:function(e){return delete t(e).value}}}},{\"./create-store.js\":603}],606:[function(t,e,r){var n=t(\"get-canvas-context\");e.exports=function(t){return n(\"webgl\",t)}},{\"get-canvas-context\":249}],607:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\"),a=n.instance();function o(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}o.prototype=new n.baseCalendar,i(o.prototype,{name:\"Chinese\",jdEpoch:1721425.5,hasYearZero:!1,minMonth:0,firstMonth:0,minDay:1,regionalOptions:{\"\":{name:\"Chinese\",epochs:[\"BEC\",\"EC\"],monthNumbers:function(t,e){if(\"string\"==typeof t){var r=t.match(l);return r?r[0]:\"\"}var n=this._validateYear(t),i=t.month(),a=\"\"+this.toChineseMonth(n,i);return e&&a.length<2&&(a=\"0\"+a),this.isIntercalaryMonth(n,i)&&(a+=\"i\"),a},monthNames:function(t){if(\"string\"==typeof t){var e=t.match(c);return e?e[0]:\"\"}var r=this._validateYear(t),n=t.month(),i=[\"\\u4e00\\u6708\",\"\\u4e8c\\u6708\",\"\\u4e09\\u6708\",\"\\u56db\\u6708\",\"\\u4e94\\u6708\",\"\\u516d\\u6708\",\"\\u4e03\\u6708\",\"\\u516b\\u6708\",\"\\u4e5d\\u6708\",\"\\u5341\\u6708\",\"\\u5341\\u4e00\\u6708\",\"\\u5341\\u4e8c\\u6708\"][this.toChineseMonth(r,n)-1];return this.isIntercalaryMonth(r,n)&&(i=\"\\u95f0\"+i),i},monthNamesShort:function(t){if(\"string\"==typeof t){var e=t.match(u);return e?e[0]:\"\"}var r=this._validateYear(t),n=t.month(),i=[\"\\u4e00\",\"\\u4e8c\",\"\\u4e09\",\"\\u56db\",\"\\u4e94\",\"\\u516d\",\"\\u4e03\",\"\\u516b\",\"\\u4e5d\",\"\\u5341\",\"\\u5341\\u4e00\",\"\\u5341\\u4e8c\"][this.toChineseMonth(r,n)-1];return this.isIntercalaryMonth(r,n)&&(i=\"\\u95f0\"+i),i},parseMonth:function(t,e){t=this._validateYear(t);var r,n=parseInt(e);if(isNaN(n))\"\\u95f0\"===e[0]&&(r=!0,e=e.substring(1)),\"\\u6708\"===e[e.length-1]&&(e=e.substring(0,e.length-1)),n=1+[\"\\u4e00\",\"\\u4e8c\",\"\\u4e09\",\"\\u56db\",\"\\u4e94\",\"\\u516d\",\"\\u4e03\",\"\\u516b\",\"\\u4e5d\",\"\\u5341\",\"\\u5341\\u4e00\",\"\\u5341\\u4e8c\"].indexOf(e);else{var i=e[e.length-1];r=\"i\"===i||\"I\"===i}return this.toMonthIndex(t,n,r)},dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:1,isRTL:!1}},_validateYear:function(t,e){if(t.year&&(t=t.year()),\"number\"!=typeof t||t<1888||t>2111)throw e.replace(/\\{0\\}/,this.local.name);return t},toMonthIndex:function(t,e,r){var i=this.intercalaryMonth(t);if(r&&e!==i||e<1||e>12)throw n.local.invalidMonth.replace(/\\{0\\}/,this.local.name);return i?!r&&e<=i?e-1:e:e-1},toChineseMonth:function(t,e){t.year&&(e=(t=t.year()).month());var r=this.intercalaryMonth(t);if(e<0||e>(r?12:11))throw n.local.invalidMonth.replace(/\\{0\\}/,this.local.name);return r?e<r?e+1:e:e+1},intercalaryMonth:function(t){return t=this._validateYear(t),f[t-f[0]]>>13},isIntercalaryMonth:function(t,e){t.year&&(e=(t=t.year()).month());var r=this.intercalaryMonth(t);return!!r&&r===e},leapYear:function(t){return 0!==this.intercalaryMonth(t)},weekOfYear:function(t,e,r){var i,o=this._validateYear(t,n.local.invalidyear),s=h[o-h[0]],l=s>>9&4095,c=s>>5&15,u=31&s;(i=a.newDate(l,c,u)).add(4-(i.dayOfWeek()||7),\"d\");var f=this.toJD(t,e,r)-i.toJD();return 1+Math.floor(f/7)},monthsInYear:function(t){return this.leapYear(t)?13:12},daysInMonth:function(t,e){t.year&&(e=t.month(),t=t.year()),t=this._validateYear(t);var r=f[t-f[0]];if(e>(r>>13?12:11))throw n.local.invalidMonth.replace(/\\{0\\}/,this.local.name);return r&1<<12-e?30:29},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,s,r,n.local.invalidDate);t=this._validateYear(i.year()),e=i.month(),r=i.day();var o=this.isIntercalaryMonth(t,e),s=this.toChineseMonth(t,e),l=function(t,e,r,n,i){var a,o,s;if(\"object\"==typeof t)o=t,a=e||{};else{var l;if(!(\"number\"==typeof t&&t>=1888&&t<=2111))throw new Error(\"Lunar year outside range 1888-2111\");if(!(\"number\"==typeof e&&e>=1&&e<=12))throw new Error(\"Lunar month outside range 1 - 12\");if(!(\"number\"==typeof r&&r>=1&&r<=30))throw new Error(\"Lunar day outside range 1 - 30\");\"object\"==typeof n?(l=!1,a=n):(l=!!n,a=i||{}),o={year:t,month:e,day:r,isIntercalary:l}}s=o.day-1;var c,u=f[o.year-f[0]],p=u>>13;c=p&&(o.month>p||o.isIntercalary)?o.month:o.month-1;for(var d=0;d<c;d++){s+=u&1<<12-d?30:29}var g=h[o.year-h[0]],m=new Date(g>>9&4095,(g>>5&15)-1,(31&g)+s);return a.year=m.getFullYear(),a.month=1+m.getMonth(),a.day=m.getDate(),a}(t,s,r,o);return a.toJD(l.year,l.month,l.day)},fromJD:function(t){var e=a.fromJD(t),r=function(t,e,r,n){var i,a;if(\"object\"==typeof t)i=t,a=e||{};else{if(!(\"number\"==typeof t&&t>=1888&&t<=2111))throw new Error(\"Solar year outside range 1888-2111\");if(!(\"number\"==typeof e&&e>=1&&e<=12))throw new Error(\"Solar month outside range 1 - 12\");if(!(\"number\"==typeof r&&r>=1&&r<=31))throw new Error(\"Solar day outside range 1 - 31\");i={year:t,month:e,day:r},a=n||{}}var o=h[i.year-h[0]],s=i.year<<9|i.month<<5|i.day;a.year=s>=o?i.year:i.year-1,o=h[a.year-h[0]];var l,c=new Date(o>>9&4095,(o>>5&15)-1,31&o),u=new Date(i.year,i.month-1,i.day);l=Math.round((u-c)/864e5);var p,d=f[a.year-f[0]];for(p=0;p<13;p++){var g=d&1<<12-p?30:29;if(l<g)break;l-=g}var m=d>>13;!m||p<m?(a.isIntercalary=!1,a.month=1+p):p===m?(a.isIntercalary=!0,a.month=p):(a.isIntercalary=!1,a.month=p);return a.day=1+l,a}(e.year(),e.month(),e.day()),n=this.toMonthIndex(r.year,r.month,r.isIntercalary);return this.newDate(r.year,n,r.day)},fromString:function(t){var e=t.match(s),r=this._validateYear(+e[1]),n=+e[2],i=!!e[3],a=this.toMonthIndex(r,n,i),o=+e[4];return this.newDate(r,a,o)},add:function(t,e,r){var n=t.year(),i=t.month(),a=this.isIntercalaryMonth(n,i),s=this.toChineseMonth(n,i),l=Object.getPrototypeOf(o.prototype).add.call(this,t,e,r);if(\"y\"===r){var c=l.year(),u=l.month(),f=this.isIntercalaryMonth(c,s),h=a&&f?this.toMonthIndex(c,s,!0):this.toMonthIndex(c,s,!1);h!==u&&l.month(h)}return l}});var s=/^\\s*(-?\\d\\d\\d\\d|\\d\\d)[-/](\\d?\\d)([iI]?)[-/](\\d?\\d)/m,l=/^\\d?\\d[iI]?/m,c=/^\\u95f0?\\u5341?[\\u4e00\\u4e8c\\u4e09\\u56db\\u4e94\\u516d\\u4e03\\u516b\\u4e5d]?\\u6708/m,u=/^\\u95f0?\\u5341?[\\u4e00\\u4e8c\\u4e09\\u56db\\u4e94\\u516d\\u4e03\\u516b\\u4e5d]?/m;n.calendars.chinese=o;var f=[1887,5780,5802,19157,2742,50359,1198,2646,46378,7466,3412,30122,5482,67949,2396,5294,43597,6732,6954,36181,2772,4954,18781,2396,54427,5274,6730,47781,5800,6868,21210,4790,59703,2350,5270,46667,3402,3496,38325,1388,4782,18735,2350,52374,6804,7498,44457,2906,1388,29294,4700,63789,6442,6804,56138,5802,2772,38235,1210,4698,22827,5418,63125,3476,5802,43701,2484,5302,27223,2646,70954,7466,3412,54698,5482,2412,38062,5294,2636,32038,6954,60245,2772,4826,43357,2394,5274,39501,6730,72357,5800,5844,53978,4790,2358,38039,5270,87627,3402,3496,54708,5484,4782,43311,2350,3222,27978,7498,68965,2904,5484,45677,4700,6444,39573,6804,6986,19285,2772,62811,1210,4698,47403,5418,5780,38570,5546,76469,2420,5302,51799,2646,5414,36501,3412,5546,18869,2412,54446,5276,6732,48422,6822,2900,28010,4826,92509,2394,5274,55883,6730,6820,47956,5812,2778,18779,2358,62615,5270,5450,46757,3492,5556,27318,4718,67887,2350,3222,52554,7498,3428,38252,5468,4700,31022,6444,64149,6804,6986,43861,2772,5338,35421,2650,70955,5418,5780,54954,5546,2740,38074,5302,2646,29991,3366,61011,3412,5546,43445,2412,5294,35406,6732,72998,6820,6996,52586,2778,2396,38045,5274,6698,23333,6820,64338,5812,2746,43355,2358,5270,39499,5450,79525,3492,5548],h=[1887,966732,967231,967733,968265,968766,969297,969798,970298,970829,971330,971830,972362,972863,973395,973896,974397,974928,975428,975929,976461,976962,977462,977994,978494,979026,979526,980026,980558,981059,981559,982091,982593,983124,983624,984124,984656,985157,985656,986189,986690,987191,987722,988222,988753,989254,989754,990286,990788,991288,991819,992319,992851,993352,993851,994383,994885,995385,995917,996418,996918,997450,997949,998481,998982,999483,1000014,1000515,1001016,1001548,1002047,1002578,1003080,1003580,1004111,1004613,1005113,1005645,1006146,1006645,1007177,1007678,1008209,1008710,1009211,1009743,1010243,1010743,1011275,1011775,1012306,1012807,1013308,1013840,1014341,1014841,1015373,1015874,1016404,1016905,1017405,1017937,1018438,1018939,1019471,1019972,1020471,1021002,1021503,1022035,1022535,1023036,1023568,1024069,1024568,1025100,1025601,1026102,1026633,1027133,1027666,1028167,1028666,1029198,1029699,1030199,1030730,1031231,1031763,1032264,1032764,1033296,1033797,1034297,1034828,1035329,1035830,1036362,1036861,1037393,1037894,1038394,1038925,1039427,1039927,1040459,1040959,1041491,1041992,1042492,1043023,1043524,1044024,1044556,1045057,1045558,1046090,1046590,1047121,1047622,1048122,1048654,1049154,1049655,1050187,1050689,1051219,1051720,1052220,1052751,1053252,1053752,1054284,1054786,1055285,1055817,1056317,1056849,1057349,1057850,1058382,1058883,1059383,1059915,1060415,1060947,1061447,1061947,1062479,1062981,1063480,1064012,1064514,1065014,1065545,1066045,1066577,1067078,1067578,1068110,1068611,1069112,1069642,1070142,1070674,1071175,1071675,1072207,1072709,1073209,1073740,1074241,1074741,1075273,1075773,1076305,1076807,1077308,1077839,1078340,1078840,1079372,1079871,1080403,1080904]},{\"../main\":621,\"object-assign\":499}],608:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Coptic\",jdEpoch:1825029.5,daysPerMonth:[30,30,30,30,30,30,30,30,30,30,30,30,5],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Coptic\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Thout\",\"Paopi\",\"Hathor\",\"Koiak\",\"Tobi\",\"Meshir\",\"Paremhat\",\"Paremoude\",\"Pashons\",\"Paoni\",\"Epip\",\"Mesori\",\"Pi Kogi Enavot\"],monthNamesShort:[\"Tho\",\"Pao\",\"Hath\",\"Koi\",\"Tob\",\"Mesh\",\"Pat\",\"Pad\",\"Pash\",\"Pao\",\"Epi\",\"Meso\",\"PiK\"],dayNames:[\"Tkyriaka\",\"Pesnau\",\"Pshoment\",\"Peftoou\",\"Ptiou\",\"Psoou\",\"Psabbaton\"],dayNamesShort:[\"Tky\",\"Pes\",\"Psh\",\"Pef\",\"Pti\",\"Pso\",\"Psa\"],dayNamesMin:[\"Tk\",\"Pes\",\"Psh\",\"Pef\",\"Pt\",\"Pso\",\"Psa\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return(t=i.year())<0&&t++,i.day()+30*(i.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,i=e-30*(n-1)+1;return this.newDate(r,n,i)}}),n.calendars.coptic=a},{\"../main\":621,\"object-assign\":499}],609:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Discworld\",jdEpoch:1721425.5,daysPerMonth:[16,32,32,32,32,32,32,32,32,32,32,32,32],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Discworld\",epochs:[\"BUC\",\"UC\"],monthNames:[\"Ick\",\"Offle\",\"February\",\"March\",\"April\",\"May\",\"June\",\"Grune\",\"August\",\"Spune\",\"Sektober\",\"Ember\",\"December\"],monthNamesShort:[\"Ick\",\"Off\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Gru\",\"Aug\",\"Spu\",\"Sek\",\"Emb\",\"Dec\"],dayNames:[\"Sunday\",\"Octeday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Oct\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Oc\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:2,isRTL:!1}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),13},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),400},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/8)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]},daysInWeek:function(){return 8},dayOfWeek:function(t,e,r){return(this._validate(t,e,r,n.local.invalidDate).day()+1)%8},weekDay:function(t,e,r){var n=this.dayOfWeek(t,e,r);return n>=2&&n<=6},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return{century:o[Math.floor((i.year()-1)/100)+1]||\"\"}},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year()+(i.year()<0?1:0),e=i.month(),(r=i.day())+(e>1?16:0)+(e>2?32*(e-2):0)+400*(t-1)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t+.5)-Math.floor(this.jdEpoch)-1;var e=Math.floor(t/400)+1;t-=400*(e-1),t+=t>15?16:0;var r=Math.floor(t/32)+1,n=t-32*(r-1)+1;return this.newDate(e<=0?e-1:e,r,n)}});var o={20:\"Fruitbat\",21:\"Anchovy\"};n.calendars.discworld=a},{\"../main\":621,\"object-assign\":499}],610:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Ethiopian\",jdEpoch:1724220.5,daysPerMonth:[30,30,30,30,30,30,30,30,30,30,30,30,5],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Ethiopian\",epochs:[\"BEE\",\"EE\"],monthNames:[\"Meskerem\",\"Tikemet\",\"Hidar\",\"Tahesas\",\"Tir\",\"Yekatit\",\"Megabit\",\"Miazia\",\"Genbot\",\"Sene\",\"Hamle\",\"Nehase\",\"Pagume\"],monthNamesShort:[\"Mes\",\"Tik\",\"Hid\",\"Tah\",\"Tir\",\"Yek\",\"Meg\",\"Mia\",\"Gen\",\"Sen\",\"Ham\",\"Neh\",\"Pag\"],dayNames:[\"Ehud\",\"Segno\",\"Maksegno\",\"Irob\",\"Hamus\",\"Arb\",\"Kidame\"],dayNamesShort:[\"Ehu\",\"Seg\",\"Mak\",\"Iro\",\"Ham\",\"Arb\",\"Kid\"],dayNamesMin:[\"Eh\",\"Se\",\"Ma\",\"Ir\",\"Ha\",\"Ar\",\"Ki\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return(t=i.year())<0&&t++,i.day()+30*(i.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,i=e-30*(n-1)+1;return this.newDate(r,n,i)}}),n.calendars.ethiopian=a},{\"../main\":621,\"object-assign\":499}],611:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Hebrew\",jdEpoch:347995.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29,29],hasYearZero:!1,minMonth:1,firstMonth:7,minDay:1,regionalOptions:{\"\":{name:\"Hebrew\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Nisan\",\"Iyar\",\"Sivan\",\"Tammuz\",\"Av\",\"Elul\",\"Tishrei\",\"Cheshvan\",\"Kislev\",\"Tevet\",\"Shevat\",\"Adar\",\"Adar II\"],monthNamesShort:[\"Nis\",\"Iya\",\"Siv\",\"Tam\",\"Av\",\"Elu\",\"Tis\",\"Che\",\"Kis\",\"Tev\",\"She\",\"Ada\",\"Ad2\"],dayNames:[\"Yom Rishon\",\"Yom Sheni\",\"Yom Shlishi\",\"Yom Revi'i\",\"Yom Chamishi\",\"Yom Shishi\",\"Yom Shabbat\"],dayNamesShort:[\"Ris\",\"She\",\"Shl\",\"Rev\",\"Cha\",\"Shi\",\"Sha\"],dayNamesMin:[\"Ri\",\"She\",\"Shl\",\"Re\",\"Ch\",\"Shi\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return this._leapYear(e.year())},_leapYear:function(t){return o(7*(t=t<0?t+1:t)+1,19)<7},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),this._leapYear(t.year?t.year():t)?13:12},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),this.toJD(-1===t?1:t+1,7,1)-this.toJD(t,7,1)},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),12===e&&this.leapYear(t)||8===e&&5===o(this.daysInYear(t),10)?30:9===e&&3===o(this.daysInYear(t),10)?29:this.daysPerMonth[e-1]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return{yearType:(this.leapYear(i)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(i)%10-3]}},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t<=0?t+1:t,o=this.jdEpoch+this._delay1(a)+this._delay2(a)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return o(3*(n+1),7)<3&&n++,n},_delay2:function(t){var e=this._delay1(t-1),r=this._delay1(t);return this._delay1(t+1)-r==356?2:r-e==382?1:0},fromJD:function(t){t=Math.floor(t)+.5;for(var e=Math.floor(98496*(t-this.jdEpoch)/35975351)-1;t>=this.toJD(-1===e?1:e+1,7,1);)e++;for(var r=t<this.toJD(e,1,1)?7:1;t>this.toJD(e,r,this.daysInMonth(e,r));)r++;var n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.hebrew=a},{\"../main\":621,\"object-assign\":499}],612:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Islamic\",jdEpoch:1948439.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Islamic\",epochs:[\"BH\",\"AH\"],monthNames:[\"Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' al-thani\",\"Jumada al-awwal\",\"Jumada al-thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-ahad\",\"Yawm al-ithnayn\",\"Yawm ath-thulaathaa'\",\"Yawm al-arbi'aa'\",\"Yawm al-kham\\u012bs\",\"Yawm al-jum'a\",\"Yawm as-sabt\"],dayNamesShort:[\"Aha\",\"Ith\",\"Thu\",\"Arb\",\"Kha\",\"Jum\",\"Sab\"],dayNamesMin:[\"Ah\",\"It\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!1}},leapYear:function(t){return(11*this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year()+14)%30<11},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return this.leapYear(t)?355:354},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year(),e=i.month(),t=t<=0?t+1:t,(r=i.day())+Math.ceil(29.5*(e-1))+354*(t-1)+Math.floor((3+11*t)/30)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t)+.5;var e=Math.floor((30*(t-this.jdEpoch)+10646)/10631);e=e<=0?e-1:e;var r=Math.min(12,Math.ceil((t-29-this.toJD(e,1,1))/29.5)+1),n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.islamic=a},{\"../main\":621,\"object-assign\":499}],613:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Julian\",jdEpoch:1721423.5,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Julian\",epochs:[\"BC\",\"AD\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"mm/dd/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()<0?e.year()+1:e.year())%4==0},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year(),e=i.month(),r=i.day(),t<0&&t++,e<=2&&(t--,e+=12),Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r-1524.5},fromJD:function(t){var e=Math.floor(t+.5)+1524,r=Math.floor((e-122.1)/365.25),n=Math.floor(365.25*r),i=Math.floor((e-n)/30.6001),a=i-Math.floor(i<14?1:13),o=r-Math.floor(a>2?4716:4715),s=e-n-Math.floor(30.6001*i);return o<=0&&o--,this.newDate(o,a,s)}}),n.calendars.julian=a},{\"../main\":621,\"object-assign\":499}],614:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}function s(t,e){return o(t-1,e)+1}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Mayan\",jdEpoch:584282.5,hasYearZero:!0,minMonth:0,firstMonth:0,minDay:0,regionalOptions:{\"\":{name:\"Mayan\",epochs:[\"\",\"\"],monthNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],monthNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],dayNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesMin:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],digits:null,dateFormat:\"YYYY.m.d\",firstDay:0,isRTL:!1,haabMonths:[\"Pop\",\"Uo\",\"Zip\",\"Zotz\",\"Tzec\",\"Xul\",\"Yaxkin\",\"Mol\",\"Chen\",\"Yax\",\"Zac\",\"Ceh\",\"Mac\",\"Kankin\",\"Muan\",\"Pax\",\"Kayab\",\"Cumku\",\"Uayeb\"],tzolkinMonths:[\"Imix\",\"Ik\",\"Akbal\",\"Kan\",\"Chicchan\",\"Cimi\",\"Manik\",\"Lamat\",\"Muluc\",\"Oc\",\"Chuen\",\"Eb\",\"Ben\",\"Ix\",\"Men\",\"Cib\",\"Caban\",\"Etznab\",\"Cauac\",\"Ahau\"]}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if((t=t.split(\".\")).length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),!0},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate).toJD(),a=this._toHaab(i),o=this._toTzolkin(i);return{haabMonthName:this.local.haabMonths[a[0]-1],haabMonth:a[0],haabDay:a[1],tzolkinDayName:this.local.tzolkinMonths[o[0]-1],tzolkinDay:o[0],tzolkinTrecena:o[1]}},_toHaab:function(t){var e=o((t-=this.jdEpoch)+8+340,365);return[Math.floor(e/20)+1,o(e,20)]},_toTzolkin:function(t){return[s((t-=this.jdEpoch)+20,20),s(t+4,13)]},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return i.day()+20*i.month()+360*i.year()+this.jdEpoch},fromJD:function(t){t=Math.floor(t)+.5-this.jdEpoch;var e=Math.floor(t/360);t%=360,t+=t<0?360:0;var r=Math.floor(t/20),n=t%20;return this.newDate(e,r,n)}}),n.calendars.mayan=a},{\"../main\":621,\"object-assign\":499}],615:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar;var o=n.instance(\"gregorian\");i(a.prototype,{name:\"Nanakshahi\",jdEpoch:2257673.5,daysPerMonth:[31,31,31,31,31,30,30,30,30,30,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Nanakshahi\",epochs:[\"BN\",\"AN\"],monthNames:[\"Chet\",\"Vaisakh\",\"Jeth\",\"Harh\",\"Sawan\",\"Bhadon\",\"Assu\",\"Katak\",\"Maghar\",\"Poh\",\"Magh\",\"Phagun\"],monthNamesShort:[\"Che\",\"Vai\",\"Jet\",\"Har\",\"Saw\",\"Bha\",\"Ass\",\"Kat\",\"Mgr\",\"Poh\",\"Mgh\",\"Pha\"],dayNames:[\"Somvaar\",\"Mangalvar\",\"Budhvaar\",\"Veervaar\",\"Shukarvaar\",\"Sanicharvaar\",\"Etvaar\"],dayNamesShort:[\"Som\",\"Mangal\",\"Budh\",\"Veer\",\"Shukar\",\"Sanichar\",\"Et\"],dayNamesMin:[\"So\",\"Ma\",\"Bu\",\"Ve\",\"Sh\",\"Sa\",\"Et\"],digits:null,dateFormat:\"dd-mm-yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear);return o.leapYear(e.year()+(e.year()<1?1:0)+1469)},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(1-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidMonth);(t=i.year())<0&&t++;for(var a=i.day(),s=1;s<i.month();s++)a+=this.daysPerMonth[s-1];return a+o.toJD(t+1468,3,13)},fromJD:function(t){t=Math.floor(t+.5);for(var e=Math.floor((t-(this.jdEpoch-1))/366);t>=this.toJD(e+1,1,1);)e++;for(var r=t-Math.floor(this.toJD(e,1,1)+.5)+1,n=1;r>this.daysInMonth(e,n);)r-=this.daysInMonth(e,n),n++;return this.newDate(e,n,r)}}),n.calendars.nanakshahi=a},{\"../main\":621,\"object-assign\":499}],616:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Nepali\",jdEpoch:1700709.5,daysPerMonth:[31,31,32,32,31,30,30,29,30,29,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,daysPerYear:365,regionalOptions:{\"\":{name:\"Nepali\",epochs:[\"BBS\",\"ABS\"],monthNames:[\"Baisakh\",\"Jestha\",\"Ashadh\",\"Shrawan\",\"Bhadra\",\"Ashwin\",\"Kartik\",\"Mangsir\",\"Paush\",\"Mangh\",\"Falgun\",\"Chaitra\"],monthNamesShort:[\"Bai\",\"Je\",\"As\",\"Shra\",\"Bha\",\"Ash\",\"Kar\",\"Mang\",\"Pau\",\"Ma\",\"Fal\",\"Chai\"],dayNames:[\"Aaitabaar\",\"Sombaar\",\"Manglbaar\",\"Budhabaar\",\"Bihibaar\",\"Shukrabaar\",\"Shanibaar\"],dayNamesShort:[\"Aaita\",\"Som\",\"Mangl\",\"Budha\",\"Bihi\",\"Shukra\",\"Shani\"],dayNamesMin:[\"Aai\",\"So\",\"Man\",\"Bu\",\"Bi\",\"Shu\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:1,isRTL:!1}},leapYear:function(t){return this.daysInYear(t)!==this.daysPerYear},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){if(t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),\"undefined\"==typeof this.NEPALI_CALENDAR_DATA[t])return this.daysPerYear;for(var e=0,r=this.minMonth;r<=12;r++)e+=this.NEPALI_CALENDAR_DATA[t][r];return e},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),\"undefined\"==typeof this.NEPALI_CALENDAR_DATA[t]?this.daysPerMonth[e-1]:this.NEPALI_CALENDAR_DATA[t][e]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=n.instance(),o=0,s=e,l=t;this._createMissingCalendarData(t);var c=t-(s>9||9===s&&r>=this.NEPALI_CALENDAR_DATA[l][0]?56:57);for(9!==e&&(o=r,s--);9!==s;)s<=0&&(s=12,l--),o+=this.NEPALI_CALENDAR_DATA[l][s],s--;return 9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=a.daysInYear(c)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],a.newDate(c,1,1).add(o,\"d\").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),i=e.dayOfYear(),a=r+56;this._createMissingCalendarData(a);for(var o=9,s=this.NEPALI_CALENDAR_DATA[a][0],l=this.NEPALI_CALENDAR_DATA[a][o]-s+1;i>l;)++o>12&&(o=1,a++),l+=this.NEPALI_CALENDAR_DATA[a][o];var c=this.NEPALI_CALENDAR_DATA[a][o]-(l-i);return this.newDate(a,o,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)\"undefined\"==typeof this.NEPALI_CALENDAR_DATA[r]&&(this.NEPALI_CALENDAR_DATA[r]=e)},NEPALI_CALENDAR_DATA:{1970:[18,31,31,32,31,31,31,30,29,30,29,30,30],1971:[18,31,31,32,31,32,30,30,29,30,29,30,30],1972:[17,31,32,31,32,31,30,30,30,29,29,30,30],1973:[19,30,32,31,32,31,30,30,30,29,30,29,31],1974:[19,31,31,32,30,31,31,30,29,30,29,30,30],1975:[18,31,31,32,32,30,31,30,29,30,29,30,30],1976:[17,31,32,31,32,31,30,30,30,29,29,30,31],1977:[18,31,32,31,32,31,31,29,30,29,30,29,31],1978:[18,31,31,32,31,31,31,30,29,30,29,30,30],1979:[18,31,31,32,32,31,30,30,29,30,29,30,30],1980:[17,31,32,31,32,31,30,30,30,29,29,30,31],1981:[18,31,31,31,32,31,31,29,30,30,29,30,30],1982:[18,31,31,32,31,31,31,30,29,30,29,30,30],1983:[18,31,31,32,32,31,30,30,29,30,29,30,30],1984:[17,31,32,31,32,31,30,30,30,29,29,30,31],1985:[18,31,31,31,32,31,31,29,30,30,29,30,30],1986:[18,31,31,32,31,31,31,30,29,30,29,30,30],1987:[18,31,32,31,32,31,30,30,29,30,29,30,30],1988:[17,31,32,31,32,31,30,30,30,29,29,30,31],1989:[18,31,31,31,32,31,31,30,29,30,29,30,30],1990:[18,31,31,32,31,31,31,30,29,30,29,30,30],1991:[18,31,32,31,32,31,30,30,29,30,29,30,30],1992:[17,31,32,31,32,31,30,30,30,29,30,29,31],1993:[18,31,31,31,32,31,31,30,29,30,29,30,30],1994:[18,31,31,32,31,31,31,30,29,30,29,30,30],1995:[17,31,32,31,32,31,30,30,30,29,29,30,30],1996:[17,31,32,31,32,31,30,30,30,29,30,29,31],1997:[18,31,31,32,31,31,31,30,29,30,29,30,30],1998:[18,31,31,32,31,31,31,30,29,30,29,30,30],1999:[17,31,32,31,32,31,30,30,30,29,29,30,31],2e3:[17,30,32,31,32,31,30,30,30,29,30,29,31],2001:[18,31,31,32,31,31,31,30,29,30,29,30,30],2002:[18,31,31,32,32,31,30,30,29,30,29,30,30],2003:[17,31,32,31,32,31,30,30,30,29,29,30,31],2004:[17,30,32,31,32,31,30,30,30,29,30,29,31],2005:[18,31,31,32,31,31,31,30,29,30,29,30,30],2006:[18,31,31,32,32,31,30,30,29,30,29,30,30],2007:[17,31,32,31,32,31,30,30,30,29,29,30,31],2008:[17,31,31,31,32,31,31,29,30,30,29,29,31],2009:[18,31,31,32,31,31,31,30,29,30,29,30,30],2010:[18,31,31,32,32,31,30,30,29,30,29,30,30],2011:[17,31,32,31,32,31,30,30,30,29,29,30,31],2012:[17,31,31,31,32,31,31,29,30,30,29,30,30],2013:[18,31,31,32,31,31,31,30,29,30,29,30,30],2014:[18,31,31,32,32,31,30,30,29,30,29,30,30],2015:[17,31,32,31,32,31,30,30,30,29,29,30,31],2016:[17,31,31,31,32,31,31,29,30,30,29,30,30],2017:[18,31,31,32,31,31,31,30,29,30,29,30,30],2018:[18,31,32,31,32,31,30,30,29,30,29,30,30],2019:[17,31,32,31,32,31,30,30,30,29,30,29,31],2020:[17,31,31,31,32,31,31,30,29,30,29,30,30],2021:[18,31,31,32,31,31,31,30,29,30,29,30,30],2022:[17,31,32,31,32,31,30,30,30,29,29,30,30],2023:[17,31,32,31,32,31,30,30,30,29,30,29,31],2024:[17,31,31,31,32,31,31,30,29,30,29,30,30],2025:[18,31,31,32,31,31,31,30,29,30,29,30,30],2026:[17,31,32,31,32,31,30,30,30,29,29,30,31],2027:[17,30,32,31,32,31,30,30,30,29,30,29,31],2028:[17,31,31,32,31,31,31,30,29,30,29,30,30],2029:[18,31,31,32,31,32,30,30,29,30,29,30,30],2030:[17,31,32,31,32,31,30,30,30,30,30,30,31],2031:[17,31,32,31,32,31,31,31,31,31,31,31,31],2032:[17,32,32,32,32,32,32,32,32,32,32,32,32],2033:[18,31,31,32,32,31,30,30,29,30,29,30,30],2034:[17,31,32,31,32,31,30,30,30,29,29,30,31],2035:[17,30,32,31,32,31,31,29,30,30,29,29,31],2036:[17,31,31,32,31,31,31,30,29,30,29,30,30],2037:[18,31,31,32,32,31,30,30,29,30,29,30,30],2038:[17,31,32,31,32,31,30,30,30,29,29,30,31],2039:[17,31,31,31,32,31,31,29,30,30,29,30,30],2040:[17,31,31,32,31,31,31,30,29,30,29,30,30],2041:[18,31,31,32,32,31,30,30,29,30,29,30,30],2042:[17,31,32,31,32,31,30,30,30,29,29,30,31],2043:[17,31,31,31,32,31,31,29,30,30,29,30,30],2044:[17,31,31,32,31,31,31,30,29,30,29,30,30],2045:[18,31,32,31,32,31,30,30,29,30,29,30,30],2046:[17,31,32,31,32,31,30,30,30,29,29,30,31],2047:[17,31,31,31,32,31,31,30,29,30,29,30,30],2048:[17,31,31,32,31,31,31,30,29,30,29,30,30],2049:[17,31,32,31,32,31,30,30,30,29,29,30,30],2050:[17,31,32,31,32,31,30,30,30,29,30,29,31],2051:[17,31,31,31,32,31,31,30,29,30,29,30,30],2052:[17,31,31,32,31,31,31,30,29,30,29,30,30],2053:[17,31,32,31,32,31,30,30,30,29,29,30,30],2054:[17,31,32,31,32,31,30,30,30,29,30,29,31],2055:[17,31,31,32,31,31,31,30,29,30,30,29,30],2056:[17,31,31,32,31,32,30,30,29,30,29,30,30],2057:[17,31,32,31,32,31,30,30,30,29,29,30,31],2058:[17,30,32,31,32,31,30,30,30,29,30,29,31],2059:[17,31,31,32,31,31,31,30,29,30,29,30,30],2060:[17,31,31,32,32,31,30,30,29,30,29,30,30],2061:[17,31,32,31,32,31,30,30,30,29,29,30,31],2062:[17,30,32,31,32,31,31,29,30,29,30,29,31],2063:[17,31,31,32,31,31,31,30,29,30,29,30,30],2064:[17,31,31,32,32,31,30,30,29,30,29,30,30],2065:[17,31,32,31,32,31,30,30,30,29,29,30,31],2066:[17,31,31,31,32,31,31,29,30,30,29,29,31],2067:[17,31,31,32,31,31,31,30,29,30,29,30,30],2068:[17,31,31,32,32,31,30,30,29,30,29,30,30],2069:[17,31,32,31,32,31,30,30,30,29,29,30,31],2070:[17,31,31,31,32,31,31,29,30,30,29,30,30],2071:[17,31,31,32,31,31,31,30,29,30,29,30,30],2072:[17,31,32,31,32,31,30,30,29,30,29,30,30],2073:[17,31,32,31,32,31,30,30,30,29,29,30,31],2074:[17,31,31,31,32,31,31,30,29,30,29,30,30],2075:[17,31,31,32,31,31,31,30,29,30,29,30,30],2076:[16,31,32,31,32,31,30,30,30,29,29,30,30],2077:[17,31,32,31,32,31,30,30,30,29,30,29,31],2078:[17,31,31,31,32,31,31,30,29,30,29,30,30],2079:[17,31,31,32,31,31,31,30,29,30,29,30,30],2080:[16,31,32,31,32,31,30,30,30,29,29,30,30],2081:[17,31,31,32,32,31,30,30,30,29,30,30,30],2082:[17,31,32,31,32,31,30,30,30,29,30,30,30],2083:[17,31,31,32,31,31,30,30,30,29,30,30,30],2084:[17,31,31,32,31,31,30,30,30,29,30,30,30],2085:[17,31,32,31,32,31,31,30,30,29,30,30,30],2086:[17,31,32,31,32,31,30,30,30,29,30,30,30],2087:[16,31,31,32,31,31,31,30,30,29,30,30,30],2088:[16,30,31,32,32,30,31,30,30,29,30,30,30],2089:[17,31,32,31,32,31,30,30,30,29,30,30,30],2090:[17,31,32,31,32,31,30,30,30,29,30,30,30],2091:[16,31,31,32,31,31,31,30,30,29,30,30,30],2092:[16,31,31,32,32,31,30,30,30,29,30,30,30],2093:[17,31,32,31,32,31,30,30,30,29,30,30,30],2094:[17,31,31,32,31,31,30,30,30,29,30,30,30],2095:[17,31,31,32,31,31,31,30,29,30,30,30,30],2096:[17,30,31,32,32,31,30,30,29,30,29,30,30],2097:[17,31,32,31,32,31,30,30,30,29,30,30,30],2098:[17,31,31,32,31,31,31,29,30,29,30,30,31],2099:[17,31,31,32,31,31,31,30,29,29,30,30,30],2100:[17,31,32,31,32,30,31,30,29,30,29,30,30]}}),n.calendars.nepali=a},{\"../main\":621,\"object-assign\":499}],617:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Persian\",jdEpoch:1948320.5,daysPerMonth:[31,31,31,31,31,31,30,30,30,30,30,29],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Persian\",epochs:[\"BP\",\"AP\"],monthNames:[\"Farvardin\",\"Ordibehesht\",\"Khordad\",\"Tir\",\"Mordad\",\"Shahrivar\",\"Mehr\",\"Aban\",\"Azar\",\"Day\",\"Bahman\",\"Esfand\"],monthNamesShort:[\"Far\",\"Ord\",\"Kho\",\"Tir\",\"Mor\",\"Sha\",\"Meh\",\"Aba\",\"Aza\",\"Day\",\"Bah\",\"Esf\"],dayNames:[\"Yekshambe\",\"Doshambe\",\"Seshambe\",\"Ch\\xe6harshambe\",\"Panjshambe\",\"Jom'e\",\"Shambe\"],dayNamesShort:[\"Yek\",\"Do\",\"Se\",\"Ch\\xe6\",\"Panj\",\"Jom\",\"Sha\"],dayNamesMin:[\"Ye\",\"Do\",\"Se\",\"Ch\",\"Pa\",\"Jo\",\"Sh\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t-(t>=0?474:473),s=474+o(a,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(a/2820)+this.jdEpoch-1},fromJD:function(t){var e=(t=Math.floor(t)+.5)-this.toJD(475,1,1),r=Math.floor(e/1029983),n=o(e,1029983),i=2820;if(1029982!==n){var a=Math.floor(n/366),s=o(n,366);i=Math.floor((2134*a+2816*s+2815)/1028522)+a+1}var l=i+2820*r+474;l=l<=0?l-1:l;var c=t-this.toJD(l,1,1)+1,u=c<=186?Math.ceil(c/31):Math.ceil((c-6)/30),f=t-this.toJD(l,u,1)+1;return this.newDate(l,u,f)}}),n.calendars.persian=a,n.calendars.jalali=a},{\"../main\":621,\"object-assign\":499}],618:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\"),a=n.instance();function o(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}o.prototype=new n.baseCalendar,i(o.prototype,{name:\"Taiwan\",jdEpoch:2419402.5,yearsOffset:1911,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Taiwan\",epochs:[\"BROC\",\"ROC\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:1,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(e.year());return a.leapYear(t)},weekOfYear:function(t,e,r){var i=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(i.year());return a.weekOfYear(t,i.month(),i.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(i.year());return a.toJD(t,i.month(),i.day())},fromJD:function(t){var e=a.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)},_g2tYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)}}),n.calendars.taiwan=o},{\"../main\":621,\"object-assign\":499}],619:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\"),a=n.instance();function o(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}o.prototype=new n.baseCalendar,i(o.prototype,{name:\"Thai\",jdEpoch:1523098.5,yearsOffset:543,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Thai\",epochs:[\"BBE\",\"BE\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(e.year());return a.leapYear(t)},weekOfYear:function(t,e,r){var i=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(i.year());return a.weekOfYear(t,i.month(),i.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(i.year());return a.toJD(t,i.month(),i.day())},fromJD:function(t){var e=a.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)},_g2tYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)}}),n.calendars.thai=o},{\"../main\":621,\"object-assign\":499}],620:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"UmmAlQura\",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Umm al-Qura\",epochs:[\"BH\",\"AH\"],monthNames:[\"Al-Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' Al-Thani\",\"Jumada Al-Awwal\",\"Jumada Al-Thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-Ahad\",\"Yawm al-Ithnain\",\"Yawm al-Thal\\u0101th\\u0101\\u2019\",\"Yawm al-Arba\\u2018\\u0101\\u2019\",\"Yawm al-Kham\\u012bs\",\"Yawm al-Jum\\u2018a\",\"Yawm al-Sabt\"],dayNamesMin:[\"Ah\",\"Ith\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,i=0,a=0;a<o.length;a++){if(o[a]>r)return o[i]-o[i-1];i++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate),a=12*(i.year()-1)+i.month()-15292;return i.day()+o[a-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var i=r+15292,a=Math.floor((i-1)/12),s=a+1,l=i-12*a,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var i=n.baseCalendar.prototype.isValid.apply(this,arguments);return i&&(i=(t=null!=t.year?t.year:t)>=1276&&t<=1500),i},_validate:function(t,e,r,i){var a=n.baseCalendar.prototype._validate.apply(this,arguments);if(a.year<1276||a.year>1500)throw i.replace(/\\{0\\}/,this.local.name);return a}}),n.calendars.ummalqura=a;var o=[20,50,79,109,138,168,197,227,256,286,315,345,374,404,433,463,492,522,551,581,611,641,670,700,729,759,788,818,847,877,906,936,965,995,1024,1054,1083,1113,1142,1172,1201,1231,1260,1290,1320,1350,1379,1409,1438,1468,1497,1527,1556,1586,1615,1645,1674,1704,1733,1763,1792,1822,1851,1881,1910,1940,1969,1999,2028,2058,2087,2117,2146,2176,2205,2235,2264,2294,2323,2353,2383,2413,2442,2472,2501,2531,2560,2590,2619,2649,2678,2708,2737,2767,2796,2826,2855,2885,2914,2944,2973,3003,3032,3062,3091,3121,3150,3180,3209,3239,3268,3298,3327,3357,3386,3416,3446,3476,3505,3535,3564,3594,3623,3653,3682,3712,3741,3771,3800,3830,3859,3889,3918,3948,3977,4007,4036,4066,4095,4125,4155,4185,4214,4244,4273,4303,4332,4362,4391,4421,4450,4480,4509,4539,4568,4598,4627,4657,4686,4716,4745,4775,4804,4834,4863,4893,4922,4952,4981,5011,5040,5070,5099,5129,5158,5188,5218,5248,5277,5307,5336,5366,5395,5425,5454,5484,5513,5543,5572,5602,5631,5661,5690,5720,5749,5779,5808,5838,5867,5897,5926,5956,5985,6015,6044,6074,6103,6133,6162,6192,6221,6251,6281,6311,6340,6370,6399,6429,6458,6488,6517,6547,6576,6606,6635,6665,6694,6724,6753,6783,6812,6842,6871,6901,6930,6960,6989,7019,7048,7078,7107,7137,7166,7196,7225,7255,7284,7314,7344,7374,7403,7433,7462,7492,7521,7551,7580,7610,7639,7669,7698,7728,7757,7787,7816,7846,7875,7905,7934,7964,7993,8023,8053,8083,8112,8142,8171,8201,8230,8260,8289,8319,8348,8378,8407,8437,8466,8496,8525,8555,8584,8614,8643,8673,8702,8732,8761,8791,8821,8850,8880,8909,8938,8968,8997,9027,9056,9086,9115,9145,9175,9205,9234,9264,9293,9322,9352,9381,9410,9440,9470,9499,9529,9559,9589,9618,9648,9677,9706,9736,9765,9794,9824,9853,9883,9913,9943,9972,10002,10032,10061,10090,10120,10149,10178,10208,10237,10267,10297,10326,10356,10386,10415,10445,10474,10504,10533,10562,10592,10621,10651,10680,10710,10740,10770,10799,10829,10858,10888,10917,10947,10976,11005,11035,11064,11094,11124,11153,11183,11213,11242,11272,11301,11331,11360,11389,11419,11448,11478,11507,11537,11567,11596,11626,11655,11685,11715,11744,11774,11803,11832,11862,11891,11921,11950,11980,12010,12039,12069,12099,12128,12158,12187,12216,12246,12275,12304,12334,12364,12393,12423,12453,12483,12512,12542,12571,12600,12630,12659,12688,12718,12747,12777,12807,12837,12866,12896,12926,12955,12984,13014,13043,13072,13102,13131,13161,13191,13220,13250,13280,13310,13339,13368,13398,13427,13456,13486,13515,13545,13574,13604,13634,13664,13693,13723,13752,13782,13811,13840,13870,13899,13929,13958,13988,14018,14047,14077,14107,14136,14166,14195,14224,14254,14283,14313,14342,14372,14401,14431,14461,14490,14520,14550,14579,14609,14638,14667,14697,14726,14756,14785,14815,14844,14874,14904,14933,14963,14993,15021,15051,15081,15110,15140,15169,15199,15228,15258,15287,15317,15347,15377,15406,15436,15465,15494,15524,15553,15582,15612,15641,15671,15701,15731,15760,15790,15820,15849,15878,15908,15937,15966,15996,16025,16055,16085,16114,16144,16174,16204,16233,16262,16292,16321,16350,16380,16409,16439,16468,16498,16528,16558,16587,16617,16646,16676,16705,16734,16764,16793,16823,16852,16882,16912,16941,16971,17001,17030,17060,17089,17118,17148,17177,17207,17236,17266,17295,17325,17355,17384,17414,17444,17473,17502,17532,17561,17591,17620,17650,17679,17709,17738,17768,17798,17827,17857,17886,17916,17945,17975,18004,18034,18063,18093,18122,18152,18181,18211,18241,18270,18300,18330,18359,18388,18418,18447,18476,18506,18535,18565,18595,18625,18654,18684,18714,18743,18772,18802,18831,18860,18890,18919,18949,18979,19008,19038,19068,19098,19127,19156,19186,19215,19244,19274,19303,19333,19362,19392,19422,19452,19481,19511,19540,19570,19599,19628,19658,19687,19717,19746,19776,19806,19836,19865,19895,19924,19954,19983,20012,20042,20071,20101,20130,20160,20190,20219,20249,20279,20308,20338,20367,20396,20426,20455,20485,20514,20544,20573,20603,20633,20662,20692,20721,20751,20780,20810,20839,20869,20898,20928,20957,20987,21016,21046,21076,21105,21135,21164,21194,21223,21253,21282,21312,21341,21371,21400,21430,21459,21489,21519,21548,21578,21607,21637,21666,21696,21725,21754,21784,21813,21843,21873,21902,21932,21962,21991,22021,22050,22080,22109,22138,22168,22197,22227,22256,22286,22316,22346,22375,22405,22434,22464,22493,22522,22552,22581,22611,22640,22670,22700,22730,22759,22789,22818,22848,22877,22906,22936,22965,22994,23024,23054,23083,23113,23143,23173,23202,23232,23261,23290,23320,23349,23379,23408,23438,23467,23497,23527,23556,23586,23616,23645,23674,23704,23733,23763,23792,23822,23851,23881,23910,23940,23970,23999,24029,24058,24088,24117,24147,24176,24206,24235,24265,24294,24324,24353,24383,24413,24442,24472,24501,24531,24560,24590,24619,24648,24678,24707,24737,24767,24796,24826,24856,24885,24915,24944,24974,25003,25032,25062,25091,25121,25150,25180,25210,25240,25269,25299,25328,25358,25387,25416,25446,25475,25505,25534,25564,25594,25624,25653,25683,25712,25742,25771,25800,25830,25859,25888,25918,25948,25977,26007,26037,26067,26096,26126,26155,26184,26214,26243,26272,26302,26332,26361,26391,26421,26451,26480,26510,26539,26568,26598,26627,26656,26686,26715,26745,26775,26805,26834,26864,26893,26923,26952,26982,27011,27041,27070,27099,27129,27159,27188,27218,27248,27277,27307,27336,27366,27395,27425,27454,27484,27513,27542,27572,27602,27631,27661,27691,27720,27750,27779,27809,27838,27868,27897,27926,27956,27985,28015,28045,28074,28104,28134,28163,28193,28222,28252,28281,28310,28340,28369,28399,28428,28458,28488,28517,28547,28577,28607,28636,28665,28695,28724,28754,28783,28813,28843,28872,28901,28931,28960,28990,29019,29049,29078,29108,29137,29167,29196,29226,29255,29285,29315,29345,29375,29404,29434,29463,29492,29522,29551,29580,29610,29640,29669,29699,29729,29759,29788,29818,29847,29876,29906,29935,29964,29994,30023,30053,30082,30112,30141,30171,30200,30230,30259,30289,30318,30348,30378,30408,30437,30467,30496,30526,30555,30585,30614,30644,30673,30703,30732,30762,30791,30821,30850,30880,30909,30939,30968,30998,31027,31057,31086,31116,31145,31175,31204,31234,31263,31293,31322,31352,31381,31411,31441,31471,31500,31530,31559,31589,31618,31648,31676,31706,31736,31766,31795,31825,31854,31884,31913,31943,31972,32002,32031,32061,32090,32120,32150,32180,32209,32239,32268,32298,32327,32357,32386,32416,32445,32475,32504,32534,32563,32593,32622,32652,32681,32711,32740,32770,32799,32829,32858,32888,32917,32947,32976,33006,33035,33065,33094,33124,33153,33183,33213,33243,33272,33302,33331,33361,33390,33420,33450,33479,33509,33539,33568,33598,33627,33657,33686,33716,33745,33775,33804,33834,33863,33893,33922,33952,33981,34011,34040,34069,34099,34128,34158,34187,34217,34247,34277,34306,34336,34365,34395,34424,34454,34483,34512,34542,34571,34601,34631,34660,34690,34719,34749,34778,34808,34837,34867,34896,34926,34955,34985,35015,35044,35074,35103,35133,35162,35192,35222,35251,35280,35310,35340,35370,35399,35429,35458,35488,35517,35547,35576,35605,35635,35665,35694,35723,35753,35782,35811,35841,35871,35901,35930,35960,35989,36019,36048,36078,36107,36136,36166,36195,36225,36254,36284,36314,36343,36373,36403,36433,36462,36492,36521,36551,36580,36610,36639,36669,36698,36728,36757,36786,36816,36845,36875,36904,36934,36963,36993,37022,37052,37081,37111,37141,37170,37200,37229,37259,37288,37318,37347,37377,37406,37436,37465,37495,37524,37554,37584,37613,37643,37672,37701,37731,37760,37790,37819,37849,37878,37908,37938,37967,37997,38027,38056,38085,38115,38144,38174,38203,38233,38262,38292,38322,38351,38381,38410,38440,38469,38499,38528,38558,38587,38617,38646,38676,38705,38735,38764,38794,38823,38853,38882,38912,38941,38971,39001,39030,39059,39089,39118,39148,39178,39208,39237,39267,39297,39326,39355,39385,39414,39444,39473,39503,39532,39562,39592,39621,39650,39680,39709,39739,39768,39798,39827,39857,39886,39916,39946,39975,40005,40035,40064,40094,40123,40153,40182,40212,40241,40271,40300,40330,40359,40389,40418,40448,40477,40507,40536,40566,40595,40625,40655,40685,40714,40744,40773,40803,40832,40862,40892,40921,40951,40980,41009,41039,41068,41098,41127,41157,41186,41216,41245,41275,41304,41334,41364,41393,41422,41452,41481,41511,41540,41570,41599,41629,41658,41688,41718,41748,41777,41807,41836,41865,41894,41924,41953,41983,42012,42042,42072,42102,42131,42161,42190,42220,42249,42279,42308,42337,42367,42397,42426,42456,42485,42515,42545,42574,42604,42633,42662,42692,42721,42751,42780,42810,42839,42869,42899,42929,42958,42988,43017,43046,43076,43105,43135,43164,43194,43223,43253,43283,43312,43342,43371,43401,43430,43460,43489,43519,43548,43578,43607,43637,43666,43696,43726,43755,43785,43814,43844,43873,43903,43932,43962,43991,44021,44050,44080,44109,44139,44169,44198,44228,44258,44287,44317,44346,44375,44405,44434,44464,44493,44523,44553,44582,44612,44641,44671,44700,44730,44759,44788,44818,44847,44877,44906,44936,44966,44996,45025,45055,45084,45114,45143,45172,45202,45231,45261,45290,45320,45350,45380,45409,45439,45468,45498,45527,45556,45586,45615,45644,45674,45704,45733,45763,45793,45823,45852,45882,45911,45940,45970,45999,46028,46058,46088,46117,46147,46177,46206,46236,46265,46295,46324,46354,46383,46413,46442,46472,46501,46531,46560,46590,46620,46649,46679,46708,46738,46767,46797,46826,46856,46885,46915,46944,46974,47003,47033,47063,47092,47122,47151,47181,47210,47240,47269,47298,47328,47357,47387,47417,47446,47476,47506,47535,47565,47594,47624,47653,47682,47712,47741,47771,47800,47830,47860,47890,47919,47949,47978,48008,48037,48066,48096,48125,48155,48184,48214,48244,48273,48303,48333,48362,48392,48421,48450,48480,48509,48538,48568,48598,48627,48657,48687,48717,48746,48776,48805,48834,48864,48893,48922,48952,48982,49011,49041,49071,49100,49130,49160,49189,49218,49248,49277,49306,49336,49365,49395,49425,49455,49484,49514,49543,49573,49602,49632,49661,49690,49720,49749,49779,49809,49838,49868,49898,49927,49957,49986,50016,50045,50075,50104,50133,50163,50192,50222,50252,50281,50311,50340,50370,50400,50429,50459,50488,50518,50547,50576,50606,50635,50665,50694,50724,50754,50784,50813,50843,50872,50902,50931,50960,50990,51019,51049,51078,51108,51138,51167,51197,51227,51256,51286,51315,51345,51374,51403,51433,51462,51492,51522,51552,51582,51611,51641,51670,51699,51729,51758,51787,51816,51846,51876,51906,51936,51965,51995,52025,52054,52083,52113,52142,52171,52200,52230,52260,52290,52319,52349,52379,52408,52438,52467,52497,52526,52555,52585,52614,52644,52673,52703,52733,52762,52792,52822,52851,52881,52910,52939,52969,52998,53028,53057,53087,53116,53146,53176,53205,53235,53264,53294,53324,53353,53383,53412,53441,53471,53500,53530,53559,53589,53619,53648,53678,53708,53737,53767,53796,53825,53855,53884,53913,53943,53973,54003,54032,54062,54092,54121,54151,54180,54209,54239,54268,54297,54327,54357,54387,54416,54446,54476,54505,54535,54564,54593,54623,54652,54681,54711,54741,54770,54800,54830,54859,54889,54919,54948,54977,55007,55036,55066,55095,55125,55154,55184,55213,55243,55273,55302,55332,55361,55391,55420,55450,55479,55508,55538,55567,55597,55627,55657,55686,55716,55745,55775,55804,55834,55863,55892,55922,55951,55981,56011,56040,56070,56100,56129,56159,56188,56218,56247,56276,56306,56335,56365,56394,56424,56454,56483,56513,56543,56572,56601,56631,56660,56690,56719,56749,56778,56808,56837,56867,56897,56926,56956,56985,57015,57044,57074,57103,57133,57162,57192,57221,57251,57280,57310,57340,57369,57399,57429,57458,57487,57517,57546,57576,57605,57634,57664,57694,57723,57753,57783,57813,57842,57871,57901,57930,57959,57989,58018,58048,58077,58107,58137,58167,58196,58226,58255,58285,58314,58343,58373,58402,58432,58461,58491,58521,58551,58580,58610,58639,58669,58698,58727,58757,58786,58816,58845,58875,58905,58934,58964,58994,59023,59053,59082,59111,59141,59170,59200,59229,59259,59288,59318,59348,59377,59407,59436,59466,59495,59525,59554,59584,59613,59643,59672,59702,59731,59761,59791,59820,59850,59879,59909,59939,59968,59997,60027,60056,60086,60115,60145,60174,60204,60234,60264,60293,60323,60352,60381,60411,60440,60469,60499,60528,60558,60588,60618,60648,60677,60707,60736,60765,60795,60824,60853,60883,60912,60942,60972,61002,61031,61061,61090,61120,61149,61179,61208,61237,61267,61296,61326,61356,61385,61415,61445,61474,61504,61533,61563,61592,61621,61651,61680,61710,61739,61769,61799,61828,61858,61888,61917,61947,61976,62006,62035,62064,62094,62123,62153,62182,62212,62242,62271,62301,62331,62360,62390,62419,62448,62478,62507,62537,62566,62596,62625,62655,62685,62715,62744,62774,62803,62832,62862,62891,62921,62950,62980,63009,63039,63069,63099,63128,63157,63187,63216,63246,63275,63305,63334,63363,63393,63423,63453,63482,63512,63541,63571,63600,63630,63659,63689,63718,63747,63777,63807,63836,63866,63895,63925,63955,63984,64014,64043,64073,64102,64131,64161,64190,64220,64249,64279,64309,64339,64368,64398,64427,64457,64486,64515,64545,64574,64603,64633,64663,64692,64722,64752,64782,64811,64841,64870,64899,64929,64958,64987,65017,65047,65076,65106,65136,65166,65195,65225,65254,65283,65313,65342,65371,65401,65431,65460,65490,65520,65549,65579,65608,65638,65667,65697,65726,65755,65785,65815,65844,65874,65903,65933,65963,65992,66022,66051,66081,66110,66140,66169,66199,66228,66258,66287,66317,66346,66376,66405,66435,66465,66494,66524,66553,66583,66612,66641,66671,66700,66730,66760,66789,66819,66849,66878,66908,66937,66967,66996,67025,67055,67084,67114,67143,67173,67203,67233,67262,67292,67321,67351,67380,67409,67439,67468,67497,67527,67557,67587,67617,67646,67676,67705,67735,67764,67793,67823,67852,67882,67911,67941,67971,68e3,68030,68060,68089,68119,68148,68177,68207,68236,68266,68295,68325,68354,68384,68414,68443,68473,68502,68532,68561,68591,68620,68650,68679,68708,68738,68768,68797,68827,68857,68886,68916,68946,68975,69004,69034,69063,69092,69122,69152,69181,69211,69240,69270,69300,69330,69359,69388,69418,69447,69476,69506,69535,69565,69595,69624,69654,69684,69713,69743,69772,69802,69831,69861,69890,69919,69949,69978,70008,70038,70067,70097,70126,70156,70186,70215,70245,70274,70303,70333,70362,70392,70421,70451,70481,70510,70540,70570,70599,70629,70658,70687,70717,70746,70776,70805,70835,70864,70894,70924,70954,70983,71013,71042,71071,71101,71130,71159,71189,71218,71248,71278,71308,71337,71367,71397,71426,71455,71485,71514,71543,71573,71602,71632,71662,71691,71721,71751,71781,71810,71839,71869,71898,71927,71957,71986,72016,72046,72075,72105,72135,72164,72194,72223,72253,72282,72311,72341,72370,72400,72429,72459,72489,72518,72548,72577,72607,72637,72666,72695,72725,72754,72784,72813,72843,72872,72902,72931,72961,72991,73020,73050,73080,73109,73139,73168,73197,73227,73256,73286,73315,73345,73375,73404,73434,73464,73493,73523,73552,73581,73611,73640,73669,73699,73729,73758,73788,73818,73848,73877,73907,73936,73965,73995,74024,74053,74083,74113,74142,74172,74202,74231,74261,74291,74320,74349,74379,74408,74437,74467,74497,74526,74556,74586,74615,74645,74675,74704,74733,74763,74792,74822,74851,74881,74910,74940,74969,74999,75029,75058,75088,75117,75147,75176,75206,75235,75264,75294,75323,75353,75383,75412,75442,75472,75501,75531,75560,75590,75619,75648,75678,75707,75737,75766,75796,75826,75856,75885,75915,75944,75974,76003,76032,76062,76091,76121,76150,76180,76210,76239,76269,76299,76328,76358,76387,76416,76446,76475,76505,76534,76564,76593,76623,76653,76682,76712,76741,76771,76801,76830,76859,76889,76918,76948,76977,77007,77036,77066,77096,77125,77155,77185,77214,77243,77273,77302,77332,77361,77390,77420,77450,77479,77509,77539,77569,77598,77627,77657,77686,77715,77745,77774,77804,77833,77863,77893,77923,77952,77982,78011,78041,78070,78099,78129,78158,78188,78217,78247,78277,78307,78336,78366,78395,78425,78454,78483,78513,78542,78572,78601,78631,78661,78690,78720,78750,78779,78808,78838,78867,78897,78926,78956,78985,79015,79044,79074,79104,79133,79163,79192,79222,79251,79281,79310,79340,79369,79399,79428,79458,79487,79517,79546,79576,79606,79635,79665,79695,79724,79753,79783,79812,79841,79871,79900,79930,79960,79990]},{\"../main\":621,\"object-assign\":499}],621:[function(t,e,r){var n=t(\"object-assign\");function i(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function a(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(i.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,i){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,i):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",i=0;r>0;){var a=r%10;n=(0===a?\"\":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(a.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new a(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),i=t.calendar().fromJD(n);return this._validateLevel--,[i.year(),i.month(),i.day()]}try{var a=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);i=t.day();\"y\"===r?(t.month()!==this.fromMonthOfYear(a,o)&&(o=this.newDate(a,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(a)),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o)))):\"m\"===r&&(!function(t){for(;o<t.minMonth;)a--,o+=t.monthsInYear(a);for(var e=t.monthsInYear(a);o>e-1+t.minMonth;)a++,o-=e,e=t.monthsInYear(a)}(this),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o))));var s=[a,this.fromMonthOfYear(a,o),i];return this._validateLevel--,s}catch(t){throw this._validateLevel--,t}},_correctAdd:function(t,e,r,n){if(!(this.hasYearZero||\"y\"!==n&&\"m\"!==n||0!==e[0]&&t.year()>0==e[0]>0)){var i={y:[1,1,\"y\"],m:[1,this.monthsInYear(-1),\"m\"],w:[this.daysInWeek(),this.daysInYear(-1),\"d\"],d:[1,this.daysInYear(-1),\"d\"]}[n],a=r<0?-1:1;e=this._add(t,r*i[0]+a*i[1],i[2])}return t.date(e[0],e[1],e[2])},set:function(t,e,r){this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);var n=\"y\"===r?e:t.year(),i=\"m\"===r?e:t.month(),a=\"d\"===r?e:t.day();return\"y\"!==r&&\"m\"!==r||(a=Math.min(a,this.daysInMonth(n,i))),t.date(n,i,a)},isValid:function(t,e,r){this._validateLevel++;var n=this.hasYearZero||0!==t;if(n){var i=this.newDate(t,e,this.minDay);n=e>=this.minMonth&&e-this.minMonth<this.monthsInYear(i)&&r>=this.minDay&&r-this.minDay<this.daysInMonth(i)}return this._validateLevel--,n},toJSDate:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return c.instance().fromJD(this.toJD(n)).toJSDate()},fromJSDate:function(t){return this.fromJD(c.instance().fromJSDate(t).toJD())},_validate:function(t,e,r,n){if(t.year){if(0===this._validateLevel&&this.name!==t.calendar().name)throw(c.local.differentCalendars||c.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this.local.name).replace(/\\{1\\}/,t.calendar().local.name);return t}try{if(this._validateLevel++,1===this._validateLevel&&!this.isValid(t,e,r))throw n.replace(/\\{0\\}/,this.local.name);var i=this.newDate(t,e,r);return this._validateLevel--,i}catch(t){throw this._validateLevel--,t}}}),l.prototype=new s,n(l.prototype,{name:\"Gregorian\",jdEpoch:1721425.5,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Gregorian\",epochs:[\"BCE\",\"CE\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"mm/dd/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==0&&(t%100!=0||t%400==0)},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);t=n.year(),e=n.month(),r=n.day(),t<0&&t++,e<3&&(e+=12,t--);var i=Math.floor(t/100),a=2-i+Math.floor(i/4);return Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r+a-1524.5},fromJD:function(t){var e=Math.floor(t+.5),r=Math.floor((e-1867216.25)/36524.25),n=(r=e+1+r-Math.floor(r/4))+1524,i=Math.floor((n-122.1)/365.25),a=Math.floor(365.25*i),o=Math.floor((n-a)/30.6001),s=n-a-Math.floor(30.6001*o),l=o-(o>13.5?13:1),c=i-(l>2.5?4716:4715);return c<=0&&c--,this.newDate(c,l,s)},toJSDate:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),i=new Date(n.year(),n.month()-1,n.day());return i.setHours(0),i.setMinutes(0),i.setSeconds(0),i.setMilliseconds(0),i.setHours(i.getHours()>12?i.getHours()+2:0),i},fromJSDate:function(t){return this.newDate(t.getFullYear(),t.getMonth()+1,t.getDate())}});var c=e.exports=new i;c.cdate=a,c.baseCalendar=s,c.calendars.gregorian=l},{\"object-assign\":499}],622:[function(t,e,r){var n=t(\"object-assign\"),i=t(\"./main\");n(i.regionalOptions[\"\"],{invalidArguments:\"Invalid arguments\",invalidFormat:\"Cannot format a date from another calendar\",missingNumberAt:\"Missing number at position {0}\",unknownNameAt:\"Unknown name at position {0}\",unexpectedLiteralAt:\"Unexpected literal at position {0}\",unexpectedText:\"Additional text found at end\"}),i.local=i.regionalOptions[\"\"],n(i.cdate.prototype,{formatDate:function(t,e){return\"string\"!=typeof t&&(e=t,t=\"\"),this._calendar.formatDate(t||\"\",this,e)}}),n(i.baseCalendar.prototype,{UNIX_EPOCH:i.instance().newDate(1970,1,1).toJD(),SECS_PER_DAY:86400,TICKS_EPOCH:i.instance().jdEpoch,TICKS_PER_DAY:864e9,ATOM:\"yyyy-mm-dd\",COOKIE:\"D, dd M yyyy\",FULL:\"DD, MM d, yyyy\",ISO_8601:\"yyyy-mm-dd\",JULIAN:\"J\",RFC_822:\"D, d M yy\",RFC_850:\"DD, dd-M-yy\",RFC_1036:\"D, d M yy\",RFC_1123:\"D, d M yyyy\",RFC_2822:\"D, d M yyyy\",RSS:\"D, d M yy\",TICKS:\"!\",TIMESTAMP:\"@\",W3C:\"yyyy-mm-dd\",formatDate:function(t,e,r){if(\"string\"!=typeof t&&(r=e,e=t,t=\"\"),!e)return\"\";if(e.calendar()!==this)throw i.local.invalidFormat||i.regionalOptions[\"\"].invalidFormat;t=t||this.local.dateFormat;for(var n,a,o,s,l=(r=r||{}).dayNamesShort||this.local.dayNamesShort,c=r.dayNames||this.local.dayNames,u=r.monthNumbers||this.local.monthNumbers,f=r.monthNamesShort||this.local.monthNamesShort,h=r.monthNames||this.local.monthNames,p=(r.calculateWeek||this.local.calculateWeek,function(e,r){for(var n=1;w+n<t.length&&t.charAt(w+n)===e;)n++;return w+=n-1,Math.floor(n/(r||1))>1}),d=function(t,e,r,n){var i=\"\"+e;if(p(t,n))for(;i.length<r;)i=\"0\"+i;return i},g=this,m=function(t){return\"function\"==typeof u?u.call(g,t,p(\"m\")):x(d(\"m\",t.month(),2))},v=function(t,e){return e?\"function\"==typeof h?h.call(g,t):h[t.month()-g.minMonth]:\"function\"==typeof f?f.call(g,t):f[t.month()-g.minMonth]},y=this.local.digits,x=function(t){return r.localNumbers&&y?y(t):t},b=\"\",_=!1,w=0;w<t.length;w++)if(_)\"'\"!==t.charAt(w)||p(\"'\")?b+=t.charAt(w):_=!1;else switch(t.charAt(w)){case\"d\":b+=x(d(\"d\",e.day(),2));break;case\"D\":b+=(n=\"D\",a=e.dayOfWeek(),o=l,s=c,p(n)?s[a]:o[a]);break;case\"o\":b+=d(\"o\",e.dayOfYear(),3);break;case\"w\":b+=d(\"w\",e.weekOfYear(),2);break;case\"m\":b+=m(e);break;case\"M\":b+=v(e,p(\"M\"));break;case\"y\":b+=p(\"y\",2)?e.year():(e.year()%100<10?\"0\":\"\")+e.year()%100;break;case\"Y\":p(\"Y\",2),b+=e.formatYear();break;case\"J\":b+=e.toJD();break;case\"@\":b+=(e.toJD()-this.UNIX_EPOCH)*this.SECS_PER_DAY;break;case\"!\":b+=(e.toJD()-this.TICKS_EPOCH)*this.TICKS_PER_DAY;break;case\"'\":p(\"'\")?b+=\"'\":_=!0;break;default:b+=t.charAt(w)}return b},parseDate:function(t,e,r){if(null==e)throw i.local.invalidArguments||i.regionalOptions[\"\"].invalidArguments;if(\"\"===(e=\"object\"==typeof e?e.toString():e+\"\"))return null;t=t||this.local.dateFormat;var n=(r=r||{}).shortYearCutoff||this.shortYearCutoff;n=\"string\"!=typeof n?n:this.today().year()%100+parseInt(n,10);for(var a=r.dayNamesShort||this.local.dayNamesShort,o=r.dayNames||this.local.dayNames,s=r.parseMonth||this.local.parseMonth,l=r.monthNumbers||this.local.monthNumbers,c=r.monthNamesShort||this.local.monthNamesShort,u=r.monthNames||this.local.monthNames,f=-1,h=-1,p=-1,d=-1,g=-1,m=!1,v=!1,y=function(e,r){for(var n=1;A+n<t.length&&t.charAt(A+n)===e;)n++;return A+=n-1,Math.floor(n/(r||1))>1},x=function(t,r){var n=y(t,r),a=[2,3,n?4:2,n?4:2,10,11,20][\"oyYJ@!\".indexOf(t)+1],o=new RegExp(\"^-?\\\\d{1,\"+a+\"}\"),s=e.substring(M).match(o);if(!s)throw(i.local.missingNumberAt||i.regionalOptions[\"\"].missingNumberAt).replace(/\\{0\\}/,M);return M+=s[0].length,parseInt(s[0],10)},b=this,_=function(){if(\"function\"==typeof l){y(\"m\");var t=l.call(b,e.substring(M));return M+=t.length,t}return x(\"m\")},w=function(t,r,n,a){for(var o=y(t,a)?n:r,s=0;s<o.length;s++)if(e.substr(M,o[s].length).toLowerCase()===o[s].toLowerCase())return M+=o[s].length,s+b.minMonth;throw(i.local.unknownNameAt||i.regionalOptions[\"\"].unknownNameAt).replace(/\\{0\\}/,M)},T=function(){if(\"function\"==typeof u){var t=y(\"M\")?u.call(b,e.substring(M)):c.call(b,e.substring(M));return M+=t.length,t}return w(\"M\",c,u)},k=function(){if(e.charAt(M)!==t.charAt(A))throw(i.local.unexpectedLiteralAt||i.regionalOptions[\"\"].unexpectedLiteralAt).replace(/\\{0\\}/,M);M++},M=0,A=0;A<t.length;A++)if(v)\"'\"!==t.charAt(A)||y(\"'\")?k():v=!1;else switch(t.charAt(A)){case\"d\":d=x(\"d\");break;case\"D\":w(\"D\",a,o);break;case\"o\":g=x(\"o\");break;case\"w\":x(\"w\");break;case\"m\":p=_();break;case\"M\":p=T();break;case\"y\":var S=A;m=!y(\"y\",2),A=S,h=x(\"y\",2);break;case\"Y\":h=x(\"Y\",2);break;case\"J\":f=x(\"J\")+.5,\".\"===e.charAt(M)&&(M++,x(\"J\"));break;case\"@\":f=x(\"@\")/this.SECS_PER_DAY+this.UNIX_EPOCH;break;case\"!\":f=x(\"!\")/this.TICKS_PER_DAY+this.TICKS_EPOCH;break;case\"*\":M=e.length;break;case\"'\":y(\"'\")?k():v=!0;break;default:k()}if(M<e.length)throw i.local.unexpectedText||i.regionalOptions[\"\"].unexpectedText;if(-1===h?h=this.today().year():h<100&&m&&(h+=-1===n?1900:this.today().year()-this.today().year()%100-(h<=n?0:100)),\"string\"==typeof p&&(p=s.call(this,h,p)),g>-1){p=1,d=g;for(var E=this.daysInMonth(h,p);d>E;E=this.daysInMonth(h,p))p++,d-=E}return f>-1?this.fromJD(f):this.newDate(h,p,d)},determineDate:function(t,e,r,n,i){r&&\"object\"!=typeof r&&(i=n,n=r,r=null),\"string\"!=typeof n&&(i=n,n=\"\");var a=this;return e=e?e.newDate():null,t=null==t?e:\"string\"==typeof t?function(t){try{return a.parseDate(n,t,i)}catch(t){}for(var e=((t=t.toLowerCase()).match(/^c/)&&r?r.newDate():null)||a.today(),o=/([+-]?[0-9]+)\\s*(d|w|m|y)?/g,s=o.exec(t);s;)e.add(parseInt(s[1],10),s[2]||\"d\"),s=o.exec(t);return e}(t):\"number\"==typeof t?isNaN(t)||t===1/0||t===-1/0?e:a.today().add(t,\"d\"):a.newDate(t)}})},{\"./main\":621,\"object-assign\":499}],623:[function(t,e,r){e.exports=t(\"cwise-compiler\")({args:[\"array\",{offset:[1],array:0},\"scalar\",\"scalar\",\"index\"],pre:{body:\"{}\",args:[],thisVars:[],localVars:[]},post:{body:\"{}\",args:[],thisVars:[],localVars:[]},body:{body:\"{\\n        var _inline_1_da = _inline_1_arg0_ - _inline_1_arg3_\\n        var _inline_1_db = _inline_1_arg1_ - _inline_1_arg3_\\n        if((_inline_1_da >= 0) !== (_inline_1_db >= 0)) {\\n          _inline_1_arg2_.push(_inline_1_arg4_[0] + 0.5 + 0.5 * (_inline_1_da + _inline_1_db) / (_inline_1_da - _inline_1_db))\\n        }\\n      }\",args:[{name:\"_inline_1_arg0_\",lvalue:!1,rvalue:!0,count:1},{name:\"_inline_1_arg1_\",lvalue:!1,rvalue:!0,count:1},{name:\"_inline_1_arg2_\",lvalue:!1,rvalue:!0,count:1},{name:\"_inline_1_arg3_\",lvalue:!1,rvalue:!0,count:2},{name:\"_inline_1_arg4_\",lvalue:!1,rvalue:!0,count:1}],thisVars:[],localVars:[\"_inline_1_da\",\"_inline_1_db\"]},funcName:\"zeroCrossings\"})},{\"cwise-compiler\":151}],624:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=[];return e=+e||0,n(t.hi(t.shape[0]-1),r,e),r};var n=t(\"./lib/zc-core\")},{\"./lib/zc-core\":623}],625:[function(t,e,r){\"use strict\";e.exports=[{path:\"\",backoff:0},{path:\"M-2.4,-3V3L0.6,0Z\",backoff:.6},{path:\"M-3.7,-2.5V2.5L1.3,0Z\",backoff:1.3},{path:\"M-4.45,-3L-1.65,-0.2V0.2L-4.45,3L1.55,0Z\",backoff:1.55},{path:\"M-2.2,-2.2L-0.2,-0.2V0.2L-2.2,2.2L-1.4,3L1.6,0L-1.4,-3Z\",backoff:1.6},{path:\"M-4.4,-2.1L-0.6,-0.2V0.2L-4.4,2.1L-4,3L2,0L-4,-3Z\",backoff:2},{path:\"M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z\",backoff:0,noRotate:!0},{path:\"M2,2V-2H-2V2Z\",backoff:0,noRotate:!0}]},{}],626:[function(t,e,r){\"use strict\";var n=t(\"./arrow_paths\"),i=t(\"../../plots/font_attributes\"),a=t(\"../../plots/cartesian/constants\"),o=t(\"../../plot_api/plot_template\").templatedArray;t(\"../../constants/axis_placeable_objects\");e.exports=o(\"annotation\",{visible:{valType:\"boolean\",dflt:!0,editType:\"calc+arraydraw\"},text:{valType:\"string\",editType:\"calc+arraydraw\"},textangle:{valType:\"angle\",dflt:0,editType:\"calc+arraydraw\"},font:i({editType:\"calc+arraydraw\",colorEditType:\"arraydraw\"}),width:{valType:\"number\",min:1,dflt:null,editType:\"calc+arraydraw\"},height:{valType:\"number\",min:1,dflt:null,editType:\"calc+arraydraw\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,editType:\"arraydraw\"},align:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"center\",editType:\"arraydraw\"},valign:{valType:\"enumerated\",values:[\"top\",\"middle\",\"bottom\"],dflt:\"middle\",editType:\"arraydraw\"},bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"arraydraw\"},bordercolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"arraydraw\"},borderpad:{valType:\"number\",min:0,dflt:1,editType:\"calc+arraydraw\"},borderwidth:{valType:\"number\",min:0,dflt:1,editType:\"calc+arraydraw\"},showarrow:{valType:\"boolean\",dflt:!0,editType:\"calc+arraydraw\"},arrowcolor:{valType:\"color\",editType:\"arraydraw\"},arrowhead:{valType:\"integer\",min:0,max:n.length,dflt:1,editType:\"arraydraw\"},startarrowhead:{valType:\"integer\",min:0,max:n.length,dflt:1,editType:\"arraydraw\"},arrowside:{valType:\"flaglist\",flags:[\"end\",\"start\"],extras:[\"none\"],dflt:\"end\",editType:\"arraydraw\"},arrowsize:{valType:\"number\",min:.3,dflt:1,editType:\"calc+arraydraw\"},startarrowsize:{valType:\"number\",min:.3,dflt:1,editType:\"calc+arraydraw\"},arrowwidth:{valType:\"number\",min:.1,editType:\"calc+arraydraw\"},standoff:{valType:\"number\",min:0,dflt:0,editType:\"calc+arraydraw\"},startstandoff:{valType:\"number\",min:0,dflt:0,editType:\"calc+arraydraw\"},ax:{valType:\"any\",editType:\"calc+arraydraw\"},ay:{valType:\"any\",editType:\"calc+arraydraw\"},axref:{valType:\"enumerated\",dflt:\"pixel\",values:[\"pixel\",a.idRegex.x.toString()],editType:\"calc\"},ayref:{valType:\"enumerated\",dflt:\"pixel\",values:[\"pixel\",a.idRegex.y.toString()],editType:\"calc\"},xref:{valType:\"enumerated\",values:[\"paper\",a.idRegex.x.toString()],editType:\"calc\"},x:{valType:\"any\",editType:\"calc+arraydraw\"},xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"auto\",editType:\"calc+arraydraw\"},xshift:{valType:\"number\",dflt:0,editType:\"calc+arraydraw\"},yref:{valType:\"enumerated\",values:[\"paper\",a.idRegex.y.toString()],editType:\"calc\"},y:{valType:\"any\",editType:\"calc+arraydraw\"},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"auto\",editType:\"calc+arraydraw\"},yshift:{valType:\"number\",dflt:0,editType:\"calc+arraydraw\"},clicktoshow:{valType:\"enumerated\",values:[!1,\"onoff\",\"onout\"],dflt:!1,editType:\"arraydraw\"},xclick:{valType:\"any\",editType:\"arraydraw\"},yclick:{valType:\"any\",editType:\"arraydraw\"},hovertext:{valType:\"string\",editType:\"arraydraw\"},hoverlabel:{bgcolor:{valType:\"color\",editType:\"arraydraw\"},bordercolor:{valType:\"color\",editType:\"arraydraw\"},font:i({editType:\"arraydraw\"}),editType:\"arraydraw\"},captureevents:{valType:\"boolean\",editType:\"arraydraw\"},editType:\"calc\",_deprecated:{ref:{valType:\"string\",editType:\"calc\"}}})},{\"../../constants/axis_placeable_objects\":746,\"../../plot_api/plot_template\":817,\"../../plots/cartesian/constants\":834,\"../../plots/font_attributes\":856,\"./arrow_paths\":625}],627:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"./draw\").draw;function o(t){var e=t._fullLayout;n.filterVisible(e.annotations).forEach((function(e){var r=i.getFromId(t,e.xref),n=i.getFromId(t,e.yref),a=i.getRefType(e.xref),o=i.getRefType(e.yref);e._extremes={},\"range\"===a&&s(e,r),\"range\"===o&&s(e,n)}))}function s(t,e){var r,n=e._id,a=n.charAt(0),o=t[a],s=t[\"a\"+a],l=t[a+\"ref\"],c=t[\"a\"+a+\"ref\"],u=t[\"_\"+a+\"padplus\"],f=t[\"_\"+a+\"padminus\"],h={x:1,y:-1}[a]*t[a+\"shift\"],p=3*t.arrowsize*t.arrowwidth||0,d=p+h,g=p-h,m=3*t.startarrowsize*t.arrowwidth||0,v=m+h,y=m-h;if(c===l){var x=i.findExtremes(e,[e.r2c(o)],{ppadplus:d,ppadminus:g}),b=i.findExtremes(e,[e.r2c(s)],{ppadplus:Math.max(u,v),ppadminus:Math.max(f,y)});r={min:[x.min[0],b.min[0]],max:[x.max[0],b.max[0]]}}else v=s?v+s:v,y=s?y-s:y,r=i.findExtremes(e,[e.r2c(o)],{ppadplus:Math.max(u,d,v),ppadminus:Math.max(f,g,y)});t._extremes[n]=r}e.exports=function(t){var e=t._fullLayout;if(n.filterVisible(e.annotations).length&&t._fullData.length)return n.syncOrAsync([a,o],t)}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"./draw\":632}],628:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../registry\"),a=t(\"../../plot_api/plot_template\").arrayEditor;function o(t,e){var r,n,i,a,o,l,c,u=t._fullLayout.annotations,f=[],h=[],p=[],d=(e||[]).length;for(r=0;r<u.length;r++)if(a=(i=u[r]).clicktoshow){for(n=0;n<d;n++)if(l=(o=e[n]).xaxis,c=o.yaxis,l._id===i.xref&&c._id===i.yref&&l.d2r(o.x)===s(i._xclick,l)&&c.d2r(o.y)===s(i._yclick,c)){(i.visible?\"onout\"===a?h:p:f).push(r);break}n===d&&i.visible&&\"onout\"===a&&h.push(r)}return{on:f,off:h,explicitOff:p}}function s(t,e){return\"log\"===e.type?e.l2r(t):e.d2r(t)}e.exports={hasClickToShow:function(t,e){var r=o(t,e);return r.on.length>0||r.explicitOff.length>0},onClick:function(t,e){var r,s,l=o(t,e),c=l.on,u=l.off.concat(l.explicitOff),f={},h=t._fullLayout.annotations;if(!c.length&&!u.length)return;for(r=0;r<c.length;r++)(s=a(t.layout,\"annotations\",h[c[r]])).modifyItem(\"visible\",!0),n.extendFlat(f,s.getUpdateObj());for(r=0;r<u.length;r++)(s=a(t.layout,\"annotations\",h[u[r]])).modifyItem(\"visible\",!1),n.extendFlat(f,s.getUpdateObj());return i.call(\"update\",t,{},f)}}},{\"../../lib\":778,\"../../plot_api/plot_template\":817,\"../../registry\":911}],629:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../color\");e.exports=function(t,e,r,a){a(\"opacity\");var o=a(\"bgcolor\"),s=a(\"bordercolor\"),l=i.opacity(s);a(\"borderpad\");var c=a(\"borderwidth\"),u=a(\"showarrow\");if(a(\"text\",u?\" \":r._dfltTitle.annotation),a(\"textangle\"),n.coerceFont(a,\"font\",r.font),a(\"width\"),a(\"align\"),a(\"height\")&&a(\"valign\"),u){var f,h,p=a(\"arrowside\");-1!==p.indexOf(\"end\")&&(f=a(\"arrowhead\"),h=a(\"arrowsize\")),-1!==p.indexOf(\"start\")&&(a(\"startarrowhead\",f),a(\"startarrowsize\",h)),a(\"arrowcolor\",l?e.bordercolor:i.defaultLine),a(\"arrowwidth\",2*(l&&c||1)),a(\"standoff\"),a(\"startstandoff\")}var d=a(\"hovertext\"),g=r.hoverlabel||{};if(d){var m=a(\"hoverlabel.bgcolor\",g.bgcolor||(i.opacity(o)?i.rgb(o):i.defaultLine)),v=a(\"hoverlabel.bordercolor\",g.bordercolor||i.contrast(m));n.coerceFont(a,\"hoverlabel.font\",{family:g.font.family,size:g.font.size,color:g.font.color||v})}a(\"captureevents\",!!d)}},{\"../../lib\":778,\"../color\":643}],630:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib/to_log_range\");e.exports=function(t,e,r,a){e=e||{};var o=\"log\"===r&&\"linear\"===e.type,s=\"linear\"===r&&\"log\"===e.type;if(o||s)for(var l,c,u=t._fullLayout.annotations,f=e._id.charAt(0),h=0;h<u.length;h++)l=u[h],c=\"annotations[\"+h+\"].\",l[f+\"ref\"]===e._id&&p(f),l[\"a\"+f+\"ref\"]===e._id&&p(\"a\"+f);function p(t){var r=l[t],s=null;s=o?i(r,e.range):Math.pow(10,r),n(s)||(s=null),a(c+t,s)}}},{\"../../lib/to_log_range\":805,\"fast-isnumeric\":241}],631:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../plots/array_container_defaults\"),o=t(\"./common_defaults\"),s=t(\"./attributes\");function l(t,e,r){function a(r,i){return n.coerce(t,e,s,r,i)}var l=a(\"visible\"),c=a(\"clicktoshow\");if(l||c){o(t,e,r,a);for(var u=e.showarrow,f=[\"x\",\"y\"],h=[-10,-30],p={_fullLayout:r},d=0;d<2;d++){var g=f[d],m=i.coerceRef(t,e,p,g,\"\",\"paper\");if(\"paper\"!==m)i.getFromId(p,m)._annIndices.push(e._index);if(i.coercePosition(e,p,a,m,g,.5),u){var v=\"a\"+g,y=i.coerceRef(t,e,p,v,\"pixel\",[\"pixel\",\"paper\"]);\"pixel\"!==y&&y!==m&&(y=e[v]=\"pixel\");var x=\"pixel\"===y?h[d]:.4;i.coercePosition(e,p,a,y,v,x)}a(g+\"anchor\"),a(g+\"shift\")}if(n.noneOrAll(t,e,[\"x\",\"y\"]),u&&n.noneOrAll(t,e,[\"ax\",\"ay\"]),c){var b=a(\"xclick\"),_=a(\"yclick\");e._xclick=void 0===b?e.x:i.cleanPosition(b,p,e.xref),e._yclick=void 0===_?e.y:i.cleanPosition(_,p,e.yref)}}}e.exports=function(t,e){a(t,e,{name:\"annotations\",handleItemDefaults:l})}},{\"../../lib\":778,\"../../plots/array_container_defaults\":823,\"../../plots/cartesian/axes\":828,\"./attributes\":626,\"./common_defaults\":629}],632:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../registry\"),a=t(\"../../plots/plots\"),o=t(\"../../lib\"),s=o.strTranslate,l=t(\"../../plots/cartesian/axes\"),c=t(\"../color\"),u=t(\"../drawing\"),f=t(\"../fx\"),h=t(\"../../lib/svg_text_utils\"),p=t(\"../../lib/setcursor\"),d=t(\"../dragelement\"),g=t(\"../../plot_api/plot_template\").arrayEditor,m=t(\"./draw_arrow_head\");function v(t,e){var r=t._fullLayout.annotations[e]||{},n=l.getFromId(t,r.xref),i=l.getFromId(t,r.yref);n&&n.setScale(),i&&i.setScale(),x(t,r,e,!1,n,i)}function y(t,e,r,n,i){var a=i[r],o=i[r+\"ref\"],s=-1!==r.indexOf(\"y\"),c=\"domain\"===l.getRefType(o),u=s?n.h:n.w;return t?c?a+(s?-e:e)/t._length:t.p2r(t.r2p(a)+e):a+(s?-e:e)/u}function x(t,e,r,a,v,x){var b,_,w=t._fullLayout,T=t._fullLayout._size,k=t._context.edits;a?(b=\"annotation-\"+a,_=a+\".annotations\"):(b=\"annotation\",_=\"annotations\");var M=g(t.layout,_,e),A=M.modifyBase,S=M.modifyItem,E=M.getUpdateObj;w._infolayer.selectAll(\".\"+b+'[data-index=\"'+r+'\"]').remove();var C=\"clip\"+w._uid+\"_ann\"+r;if(e._input&&!1!==e.visible){var L={x:{},y:{}},I=+e.textangle||0,P=w._infolayer.append(\"g\").classed(b,!0).attr(\"data-index\",String(r)).style(\"opacity\",e.opacity),z=P.append(\"g\").classed(\"annotation-text-g\",!0),O=k[e.showarrow?\"annotationTail\":\"annotationPosition\"],D=e.captureevents||k.annotationText||O,R=z.append(\"g\").style(\"pointer-events\",D?\"all\":null).call(p,\"pointer\").on(\"click\",(function(){t._dragging=!1,t.emit(\"plotly_clickannotation\",Y(n.event))}));e.hovertext&&R.on(\"mouseover\",(function(){var r=e.hoverlabel,n=r.font,i=this.getBoundingClientRect(),a=t.getBoundingClientRect();f.loneHover({x0:i.left-a.left,x1:i.right-a.left,y:(i.top+i.bottom)/2-a.top,text:e.hovertext,color:r.bgcolor,borderColor:r.bordercolor,fontFamily:n.family,fontSize:n.size,fontColor:n.color},{container:w._hoverlayer.node(),outerContainer:w._paper.node(),gd:t})})).on(\"mouseout\",(function(){f.loneUnhover(w._hoverlayer.node())}));var F=e.borderwidth,B=e.borderpad,N=F+B,j=R.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",F+\"px\").call(c.stroke,e.bordercolor).call(c.fill,e.bgcolor),U=e.width||e.height,V=w._topclips.selectAll(\"#\"+C).data(U?[0]:[]);V.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",C).append(\"rect\"),V.exit().remove();var q=e.font,H=w._meta?o.templateString(e.text,w._meta):e.text,G=R.append(\"text\").classed(\"annotation-text\",!0).text(H);k.annotationText?G.call(h.makeEditable,{delegate:R,gd:t}).call(W).on(\"edit\",(function(r){e.text=r,this.call(W),S(\"text\",r),v&&v.autorange&&A(v._name+\".autorange\",!0),x&&x.autorange&&A(x._name+\".autorange\",!0),i.call(\"_guiRelayout\",t,E())})):G.call(W)}else n.selectAll(\"#\"+C).remove();function Y(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return a&&(n.subplotId=a),n}function W(r){return r.call(u.font,q).attr({\"text-anchor\":{left:\"start\",right:\"end\"}[e.align]||\"middle\"}),h.convertToTspans(r,t,X),r}function X(){var r=G.selectAll(\"a\");1===r.size()&&r.text()===G.text()&&R.insert(\"a\",\":first-child\").attr({\"xlink:xlink:href\":r.attr(\"xlink:href\"),\"xlink:xlink:show\":r.attr(\"xlink:show\")}).style({cursor:\"pointer\"}).node().appendChild(j.node());var n=R.select(\".annotation-text-math-group\"),f=!n.empty(),g=u.bBox((f?n:G).node()),b=g.width,_=g.height,M=e.width||b,D=e.height||_,B=Math.round(M+2*N),q=Math.round(D+2*N);function H(t,e){return\"auto\"===e&&(e=t<1/3?\"left\":t>2/3?\"right\":\"center\"),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var W=!1,X=[\"x\",\"y\"],Z=0;Z<X.length;Z++){var J,K,Q,$,tt,et=X[Z],rt=e[et+\"ref\"]||et,nt=e[\"a\"+et+\"ref\"],it={x:v,y:x}[et],at=(I+(\"x\"===et?0:-90))*Math.PI/180,ot=B*Math.cos(at),st=q*Math.sin(at),lt=Math.abs(ot)+Math.abs(st),ct=e[et+\"anchor\"],ut=e[et+\"shift\"]*(\"x\"===et?1:-1),ft=L[et],ht=l.getRefType(rt);if(it&&\"domain\"!==ht){var pt=it.r2fraction(e[et]);(pt<0||pt>1)&&(nt===rt?((pt=it.r2fraction(e[\"a\"+et]))<0||pt>1)&&(W=!0):W=!0),J=it._offset+it.r2p(e[et]),$=.5}else{var dt=\"domain\"===ht;\"x\"===et?(Q=e[et],J=dt?it._offset+it._length*Q:J=T.l+T.w*Q):(Q=1-e[et],J=dt?it._offset+it._length*Q:J=T.t+T.h*Q),$=e.showarrow?.5:Q}if(e.showarrow){ft.head=J;var gt=e[\"a\"+et];if(tt=ot*H(.5,e.xanchor)-st*H(.5,e.yanchor),nt===rt){var mt=l.getRefType(nt);\"domain\"===mt?(\"y\"===et&&(gt=1-gt),ft.tail=it._offset+it._length*gt):\"paper\"===mt?\"y\"===et?(gt=1-gt,ft.tail=T.t+T.h*gt):ft.tail=T.l+T.w*gt:ft.tail=it._offset+it.r2p(gt),K=tt}else ft.tail=J+gt,K=tt+gt;ft.text=ft.tail+tt;var vt=w[\"x\"===et?\"width\":\"height\"];if(\"paper\"===rt&&(ft.head=o.constrain(ft.head,1,vt-1)),\"pixel\"===nt){var yt=-Math.max(ft.tail-3,ft.text),xt=Math.min(ft.tail+3,ft.text)-vt;yt>0?(ft.tail+=yt,ft.text+=yt):xt>0&&(ft.tail-=xt,ft.text-=xt)}ft.tail+=ut,ft.head+=ut}else K=tt=lt*H($,ct),ft.text=J+tt;ft.text+=ut,tt+=ut,K+=ut,e[\"_\"+et+\"padplus\"]=lt/2+K,e[\"_\"+et+\"padminus\"]=lt/2-K,e[\"_\"+et+\"size\"]=lt,e[\"_\"+et+\"shift\"]=tt}if(W)R.remove();else{var bt=0,_t=0;if(\"left\"!==e.align&&(bt=(M-b)*(\"center\"===e.align?.5:1)),\"top\"!==e.valign&&(_t=(D-_)*(\"middle\"===e.valign?.5:1)),f)n.select(\"svg\").attr({x:N+bt-1,y:N+_t}).call(u.setClipUrl,U?C:null,t);else{var wt=N+_t-g.top,Tt=N+bt-g.left;G.call(h.positionText,Tt,wt).call(u.setClipUrl,U?C:null,t)}V.select(\"rect\").call(u.setRect,N,N,M,D),j.call(u.setRect,F/2,F/2,B-F,q-F),R.call(u.setTranslate,Math.round(L.x.text-B/2),Math.round(L.y.text-q/2)),z.attr({transform:\"rotate(\"+I+\",\"+L.x.text+\",\"+L.y.text+\")\"});var kt,Mt=function(r,n){P.selectAll(\".annotation-arrow-g\").remove();var l=L.x.head,f=L.y.head,h=L.x.tail+r,p=L.y.tail+n,g=L.x.text+r,b=L.y.text+n,_=o.rotationXYMatrix(I,g,b),w=o.apply2DTransform(_),M=o.apply2DTransform2(_),C=+j.attr(\"width\"),O=+j.attr(\"height\"),D=g-.5*C,F=D+C,B=b-.5*O,N=B+O,U=[[D,B,D,N],[D,N,F,N],[F,N,F,B],[F,B,D,B]].map(M);if(!U.reduce((function(t,e){return t^!!o.segmentsIntersect(l,f,l+1e6,f+1e6,e[0],e[1],e[2],e[3])}),!1)){U.forEach((function(t){var e=o.segmentsIntersect(h,p,l,f,t[0],t[1],t[2],t[3]);e&&(h=e.x,p=e.y)}));var V=e.arrowwidth,q=e.arrowcolor,H=e.arrowside,G=P.append(\"g\").style({opacity:c.opacity(q)}).classed(\"annotation-arrow-g\",!0),Y=G.append(\"path\").attr(\"d\",\"M\"+h+\",\"+p+\"L\"+l+\",\"+f).style(\"stroke-width\",V+\"px\").call(c.stroke,c.rgb(q));if(m(Y,H,e),k.annotationPosition&&Y.node().parentNode&&!a){var W=l,X=f;if(e.standoff){var Z=Math.sqrt(Math.pow(l-h,2)+Math.pow(f-p,2));W+=e.standoff*(h-l)/Z,X+=e.standoff*(p-f)/Z}var J,K,Q=G.append(\"path\").classed(\"annotation-arrow\",!0).classed(\"anndrag\",!0).classed(\"cursor-move\",!0).attr({d:\"M3,3H-3V-3H3ZM0,0L\"+(h-W)+\",\"+(p-X),transform:s(W,X)}).style(\"stroke-width\",V+6+\"px\").call(c.stroke,\"rgba(0,0,0,0)\").call(c.fill,\"rgba(0,0,0,0)\");d.init({element:Q.node(),gd:t,prepFn:function(){var t=u.getTranslate(R);J=t.x,K=t.y,v&&v.autorange&&A(v._name+\".autorange\",!0),x&&x.autorange&&A(x._name+\".autorange\",!0)},moveFn:function(t,r){var n=w(J,K),i=n[0]+t,a=n[1]+r;R.call(u.setTranslate,i,a),S(\"x\",y(v,t,\"x\",T,e)),S(\"y\",y(x,r,\"y\",T,e)),e.axref===e.xref&&S(\"ax\",y(v,t,\"ax\",T,e)),e.ayref===e.yref&&S(\"ay\",y(x,r,\"ay\",T,e)),G.attr(\"transform\",s(t,r)),z.attr({transform:\"rotate(\"+I+\",\"+i+\",\"+a+\")\"})},doneFn:function(){i.call(\"_guiRelayout\",t,E());var e=document.querySelector(\".js-notes-box-panel\");e&&e.redraw(e.selectedObj)}})}}};if(e.showarrow&&Mt(0,0),O)d.init({element:R.node(),gd:t,prepFn:function(){kt=z.attr(\"transform\")},moveFn:function(t,r){var n=\"pointer\";if(e.showarrow)e.axref===e.xref?S(\"ax\",y(v,t,\"ax\",T,e)):S(\"ax\",e.ax+t),e.ayref===e.yref?S(\"ay\",y(x,r,\"ay\",T.w,e)):S(\"ay\",e.ay+r),Mt(t,r);else{if(a)return;var i,o;if(v)i=y(v,t,\"x\",T,e);else{var l=e._xsize/T.w,c=e.x+(e._xshift-e.xshift)/T.w-l/2;i=d.align(c+t/T.w,l,0,1,e.xanchor)}if(x)o=y(x,r,\"y\",T,e);else{var u=e._ysize/T.h,f=e.y-(e._yshift+e.yshift)/T.h-u/2;o=d.align(f-r/T.h,u,0,1,e.yanchor)}S(\"x\",i),S(\"y\",o),v&&x||(n=d.getCursor(v?.5:i,x?.5:o,e.xanchor,e.yanchor))}z.attr({transform:s(t,r)+kt}),p(R,n)},clickFn:function(r,n){e.captureevents&&t.emit(\"plotly_clickannotation\",Y(n))},doneFn:function(){p(R),i.call(\"_guiRelayout\",t,E());var e=document.querySelector(\".js-notes-box-panel\");e&&e.redraw(e.selectedObj)}})}}}e.exports={draw:function(t){var e=t._fullLayout;e._infolayer.selectAll(\".annotation\").remove();for(var r=0;r<e.annotations.length;r++)e.annotations[r].visible&&v(t,r);return a.previousPromises(t)},drawOne:v,drawRaw:x}},{\"../../lib\":778,\"../../lib/setcursor\":799,\"../../lib/svg_text_utils\":803,\"../../plot_api/plot_template\":817,\"../../plots/cartesian/axes\":828,\"../../plots/plots\":891,\"../../registry\":911,\"../color\":643,\"../dragelement\":662,\"../drawing\":665,\"../fx\":683,\"./draw_arrow_head\":633,d3:169}],633:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../color\"),a=t(\"./arrow_paths\"),o=t(\"../../lib\"),s=o.strScale,l=o.strRotate,c=o.strTranslate;e.exports=function(t,e,r){var o,u,f,h,p=t.node(),d=a[r.arrowhead||0],g=a[r.startarrowhead||0],m=(r.arrowwidth||1)*(r.arrowsize||1),v=(r.arrowwidth||1)*(r.startarrowsize||1),y=e.indexOf(\"start\")>=0,x=e.indexOf(\"end\")>=0,b=d.backoff*m+r.standoff,_=g.backoff*v+r.startstandoff;if(\"line\"===p.nodeName){o={x:+t.attr(\"x1\"),y:+t.attr(\"y1\")},u={x:+t.attr(\"x2\"),y:+t.attr(\"y2\")};var w=o.x-u.x,T=o.y-u.y;if(h=(f=Math.atan2(T,w))+Math.PI,b&&_&&b+_>Math.sqrt(w*w+T*T))return void O();if(b){if(b*b>w*w+T*T)return void O();var k=b*Math.cos(f),M=b*Math.sin(f);u.x+=k,u.y+=M,t.attr({x2:u.x,y2:u.y})}if(_){if(_*_>w*w+T*T)return void O();var A=_*Math.cos(f),S=_*Math.sin(f);o.x-=A,o.y-=S,t.attr({x1:o.x,y1:o.y})}}else if(\"path\"===p.nodeName){var E=p.getTotalLength(),C=\"\";if(E<b+_)return void O();var L=p.getPointAtLength(0),I=p.getPointAtLength(.1);f=Math.atan2(L.y-I.y,L.x-I.x),o=p.getPointAtLength(Math.min(_,E)),C=\"0px,\"+_+\"px,\";var P=p.getPointAtLength(E),z=p.getPointAtLength(E-.1);h=Math.atan2(P.y-z.y,P.x-z.x),u=p.getPointAtLength(Math.max(0,E-b)),C+=E-(C?_+b:b)+\"px,\"+E+\"px\",t.style(\"stroke-dasharray\",C)}function O(){t.style(\"stroke-dasharray\",\"0px,100px\")}function D(e,a,o,u){e.path&&(e.noRotate&&(o=0),n.select(p.parentNode).append(\"path\").attr({class:t.attr(\"class\"),d:e.path,transform:c(a.x,a.y)+l(180*o/Math.PI)+s(u)}).style({fill:i.rgb(r.arrowcolor),\"stroke-width\":0}))}y&&D(g,o,f,v),x&&D(d,u,h,m)}},{\"../../lib\":778,\"../color\":643,\"./arrow_paths\":625,d3:169}],634:[function(t,e,r){\"use strict\";var n=t(\"./draw\"),i=t(\"./click\");e.exports={moduleType:\"component\",name:\"annotations\",layoutAttributes:t(\"./attributes\"),supplyLayoutDefaults:t(\"./defaults\"),includeBasePlot:t(\"../../plots/cartesian/include_components\")(\"annotations\"),calcAutorange:t(\"./calc_autorange\"),draw:n.draw,drawOne:n.drawOne,drawRaw:n.drawRaw,hasClickToShow:i.hasClickToShow,onClick:i.onClick,convertCoords:t(\"./convert_coords\")}},{\"../../plots/cartesian/include_components\":840,\"./attributes\":626,\"./calc_autorange\":627,\"./click\":628,\"./convert_coords\":630,\"./defaults\":631,\"./draw\":632}],635:[function(t,e,r){\"use strict\";var n=t(\"../annotations/attributes\"),i=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"../../plot_api/plot_template\").templatedArray;e.exports=i(a(\"annotation\",{visible:n.visible,x:{valType:\"any\"},y:{valType:\"any\"},z:{valType:\"any\"},ax:{valType:\"number\"},ay:{valType:\"number\"},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),\"calc\",\"from-root\")},{\"../../plot_api/edit_types\":810,\"../../plot_api/plot_template\":817,\"../annotations/attributes\":626}],636:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\");function a(t,e){var r=e.fullSceneLayout.domain,a=e.fullLayout._size,o={pdata:null,type:\"linear\",autorange:!1,range:[-1/0,1/0]};t._xa={},n.extendFlat(t._xa,o),i.setConvert(t._xa),t._xa._offset=a.l+r.x[0]*a.w,t._xa.l2p=function(){return.5*(1+t._pdata[0]/t._pdata[3])*a.w*(r.x[1]-r.x[0])},t._ya={},n.extendFlat(t._ya,o),i.setConvert(t._ya),t._ya._offset=a.t+(1-r.y[1])*a.h,t._ya.l2p=function(){return.5*(1-t._pdata[1]/t._pdata[3])*a.h*(r.y[1]-r.y[0])}}e.exports=function(t){for(var e=t.fullSceneLayout.annotations,r=0;r<e.length;r++)a(e[r],t);t.fullLayout._infolayer.selectAll(\".annotation-\"+t.id).remove()}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828}],637:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../plots/array_container_defaults\"),o=t(\"../annotations/common_defaults\"),s=t(\"./attributes\");function l(t,e,r,a){function l(r,i){return n.coerce(t,e,s,r,i)}function c(t){var n=t+\"axis\",a={_fullLayout:{}};return a._fullLayout[n]=r[n],i.coercePosition(e,a,l,t,t,.5)}l(\"visible\")&&(o(t,e,a.fullLayout,l),c(\"x\"),c(\"y\"),c(\"z\"),n.noneOrAll(t,e,[\"x\",\"y\",\"z\"]),e.xref=\"x\",e.yref=\"y\",e.zref=\"z\",l(\"xanchor\"),l(\"yanchor\"),l(\"xshift\"),l(\"yshift\"),e.showarrow&&(e.axref=\"pixel\",e.ayref=\"pixel\",l(\"ax\",-10),l(\"ay\",-30),n.noneOrAll(t,e,[\"ax\",\"ay\"])))}e.exports=function(t,e,r){a(t,e,{name:\"annotations\",handleItemDefaults:l,fullLayout:r.fullLayout})}},{\"../../lib\":778,\"../../plots/array_container_defaults\":823,\"../../plots/cartesian/axes\":828,\"../annotations/common_defaults\":629,\"./attributes\":635}],638:[function(t,e,r){\"use strict\";var n=t(\"../annotations/draw\").drawRaw,i=t(\"../../plots/gl3d/project\"),a=[\"x\",\"y\",\"z\"];e.exports=function(t){for(var e=t.fullSceneLayout,r=t.dataScale,o=e.annotations,s=0;s<o.length;s++){for(var l=o[s],c=!1,u=0;u<3;u++){var f=a[u],h=l[f],p=e[f+\"axis\"].r2fraction(h);if(p<0||p>1){c=!0;break}}c?t.fullLayout._infolayer.select(\".annotation-\"+t.id+'[data-index=\"'+s+'\"]').remove():(l._pdata=i(t.glplot.cameraParams,[e.xaxis.r2l(l.x)*r[0],e.yaxis.r2l(l.y)*r[1],e.zaxis.r2l(l.z)*r[2]]),n(t.graphDiv,l,s,t.id,l._xa,l._ya))}}},{\"../../plots/gl3d/project\":879,\"../annotations/draw\":632}],639:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\");e.exports={moduleType:\"component\",name:\"annotations3d\",schema:{subplots:{scene:{annotations:t(\"./attributes\")}}},layoutAttributes:t(\"./attributes\"),handleDefaults:t(\"./defaults\"),includeBasePlot:function(t,e){var r=n.subplotsRegistry.gl3d;if(!r)return;for(var a=r.attrRegex,o=Object.keys(t),s=0;s<o.length;s++){var l=o[s];a.test(l)&&(t[l].annotations||[]).length&&(i.pushUnique(e._basePlotModules,r),i.pushUnique(e._subplots.gl3d,l))}},convert:t(\"./convert\"),draw:t(\"./draw\")}},{\"../../lib\":778,\"../../registry\":911,\"./attributes\":635,\"./convert\":636,\"./defaults\":637,\"./draw\":638}],640:[function(t,e,r){\"use strict\";e.exports=t(\"world-calendars/dist/main\"),t(\"world-calendars/dist/plus\"),t(\"world-calendars/dist/calendars/chinese\"),t(\"world-calendars/dist/calendars/coptic\"),t(\"world-calendars/dist/calendars/discworld\"),t(\"world-calendars/dist/calendars/ethiopian\"),t(\"world-calendars/dist/calendars/hebrew\"),t(\"world-calendars/dist/calendars/islamic\"),t(\"world-calendars/dist/calendars/julian\"),t(\"world-calendars/dist/calendars/mayan\"),t(\"world-calendars/dist/calendars/nanakshahi\"),t(\"world-calendars/dist/calendars/nepali\"),t(\"world-calendars/dist/calendars/persian\"),t(\"world-calendars/dist/calendars/taiwan\"),t(\"world-calendars/dist/calendars/thai\"),t(\"world-calendars/dist/calendars/ummalqura\")},{\"world-calendars/dist/calendars/chinese\":607,\"world-calendars/dist/calendars/coptic\":608,\"world-calendars/dist/calendars/discworld\":609,\"world-calendars/dist/calendars/ethiopian\":610,\"world-calendars/dist/calendars/hebrew\":611,\"world-calendars/dist/calendars/islamic\":612,\"world-calendars/dist/calendars/julian\":613,\"world-calendars/dist/calendars/mayan\":614,\"world-calendars/dist/calendars/nanakshahi\":615,\"world-calendars/dist/calendars/nepali\":616,\"world-calendars/dist/calendars/persian\":617,\"world-calendars/dist/calendars/taiwan\":618,\"world-calendars/dist/calendars/thai\":619,\"world-calendars/dist/calendars/ummalqura\":620,\"world-calendars/dist/main\":621,\"world-calendars/dist/plus\":622}],641:[function(t,e,r){\"use strict\";var n=t(\"./calendars\"),i=t(\"../../lib\"),a=t(\"../../constants/numerical\"),o=a.EPOCHJD,s=a.ONEDAY,l={valType:\"enumerated\",values:Object.keys(n.calendars),editType:\"calc\",dflt:\"gregorian\"},c=function(t,e,r,n){var a={};return a[r]=l,i.coerce(t,e,a,r,n)},u={d:{0:\"dd\",\"-\":\"d\"},e:{0:\"d\",\"-\":\"d\"},a:{0:\"D\",\"-\":\"D\"},A:{0:\"DD\",\"-\":\"DD\"},j:{0:\"oo\",\"-\":\"o\"},W:{0:\"ww\",\"-\":\"w\"},m:{0:\"mm\",\"-\":\"m\"},b:{0:\"M\",\"-\":\"M\"},B:{0:\"MM\",\"-\":\"MM\"},y:{0:\"yy\",\"-\":\"yy\"},Y:{0:\"yyyy\",\"-\":\"yyyy\"},U:\"##\",w:\"##\",c:{0:\"D M d %X yyyy\",\"-\":\"D M d %X yyyy\"},x:{0:\"mm/dd/yyyy\",\"-\":\"mm/dd/yyyy\"}};var f={};function h(t){var e=f[t];return e||(e=f[t]=n.instance(t))}function p(t){return i.extendFlat({},l,{description:t})}function d(t){return\"Sets the calendar system to use with `\"+t+\"` date data.\"}var g={xcalendar:p(d(\"x\"))},m=i.extendFlat({},g,{ycalendar:p(d(\"y\"))}),v=i.extendFlat({},m,{zcalendar:p(d(\"z\"))}),y=p([\"Sets the calendar system to use for `range` and `tick0`\",\"if this is a date axis. This does not set the calendar for\",\"interpreting data on this axis, that's specified in the trace\",\"or via the global `layout.calendar`\"].join(\" \"));e.exports={moduleType:\"component\",name:\"calendars\",schema:{traces:{scatter:m,bar:m,box:m,heatmap:m,contour:m,histogram:m,histogram2d:m,histogram2dcontour:m,scatter3d:v,surface:v,mesh3d:v,scattergl:m,ohlc:g,candlestick:g},layout:{calendar:p([\"Sets the default calendar system to use for interpreting and\",\"displaying dates throughout the plot.\"].join(\" \"))},subplots:{xaxis:{calendar:y},yaxis:{calendar:y},scene:{xaxis:{calendar:y},yaxis:{calendar:y},zaxis:{calendar:y}},polar:{radialaxis:{calendar:y}}},transforms:{filter:{valuecalendar:p([\"Sets the calendar system to use for `value`, if it is a date.\"].join(\" \")),targetcalendar:p([\"Sets the calendar system to use for `target`, if it is an\",\"array of dates. If `target` is a string (eg *x*) we use the\",\"corresponding trace attribute (eg `xcalendar`) if it exists,\",\"even if `targetcalendar` is provided.\"].join(\" \"))}}},layoutAttributes:l,handleDefaults:c,handleTraceDefaults:function(t,e,r,n){for(var i=0;i<r.length;i++)c(t,e,r[i]+\"calendar\",n.calendar)},CANONICAL_SUNDAY:{chinese:\"2000-01-02\",coptic:\"2000-01-03\",discworld:\"2000-01-03\",ethiopian:\"2000-01-05\",hebrew:\"5000-01-01\",islamic:\"1000-01-02\",julian:\"2000-01-03\",mayan:\"5000-01-01\",nanakshahi:\"1000-01-05\",nepali:\"2000-01-05\",persian:\"1000-01-01\",jalali:\"1000-01-01\",taiwan:\"1000-01-04\",thai:\"2000-01-04\",ummalqura:\"1400-01-06\"},CANONICAL_TICK:{chinese:\"2000-01-01\",coptic:\"2000-01-01\",discworld:\"2000-01-01\",ethiopian:\"2000-01-01\",hebrew:\"5000-01-01\",islamic:\"1000-01-01\",julian:\"2000-01-01\",mayan:\"5000-01-01\",nanakshahi:\"1000-01-01\",nepali:\"2000-01-01\",persian:\"1000-01-01\",jalali:\"1000-01-01\",taiwan:\"1000-01-01\",thai:\"2000-01-01\",ummalqura:\"1400-01-01\"},DFLTRANGE:{chinese:[\"2000-01-01\",\"2001-01-01\"],coptic:[\"1700-01-01\",\"1701-01-01\"],discworld:[\"1800-01-01\",\"1801-01-01\"],ethiopian:[\"2000-01-01\",\"2001-01-01\"],hebrew:[\"5700-01-01\",\"5701-01-01\"],islamic:[\"1400-01-01\",\"1401-01-01\"],julian:[\"2000-01-01\",\"2001-01-01\"],mayan:[\"5200-01-01\",\"5201-01-01\"],nanakshahi:[\"0500-01-01\",\"0501-01-01\"],nepali:[\"2000-01-01\",\"2001-01-01\"],persian:[\"1400-01-01\",\"1401-01-01\"],jalali:[\"1400-01-01\",\"1401-01-01\"],taiwan:[\"0100-01-01\",\"0101-01-01\"],thai:[\"2500-01-01\",\"2501-01-01\"],ummalqura:[\"1400-01-01\",\"1401-01-01\"]},getCal:h,worldCalFmt:function(t,e,r){for(var n,i,a,l,c,f=Math.floor((e+.05)/s)+o,p=h(r).fromJD(f),d=0;-1!==(d=t.indexOf(\"%\",d));)\"0\"===(n=t.charAt(d+1))||\"-\"===n||\"_\"===n?(a=3,i=t.charAt(d+2),\"_\"===n&&(n=\"-\")):(i=n,n=\"0\",a=2),(l=u[i])?(c=\"##\"===l?\"##\":p.formatDate(l[n]),t=t.substr(0,d)+c+t.substr(d+a),d+=c.length):d+=a;return t}}},{\"../../constants/numerical\":753,\"../../lib\":778,\"./calendars\":640}],642:[function(t,e,r){\"use strict\";r.defaults=[\"#1f77b4\",\"#ff7f0e\",\"#2ca02c\",\"#d62728\",\"#9467bd\",\"#8c564b\",\"#e377c2\",\"#7f7f7f\",\"#bcbd22\",\"#17becf\"],r.defaultLine=\"#444\",r.lightLine=\"#eee\",r.background=\"#fff\",r.borderLine=\"#BEC8D9\",r.lightFraction=1e3/11},{}],643:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\"),i=t(\"fast-isnumeric\"),a=e.exports={},o=t(\"./attributes\");a.defaults=o.defaults;var s=a.defaultLine=o.defaultLine;a.lightLine=o.lightLine;var l=a.background=o.background;function c(t){if(i(t)||\"string\"!=typeof t)return t;var e=t.trim();if(\"rgb\"!==e.substr(0,3))return t;var r=e.match(/^rgba?\\s*\\(([^()]*)\\)$/);if(!r)return t;var n=r[1].trim().split(/\\s*[\\s,]\\s*/),a=\"a\"===e.charAt(3)&&4===n.length;if(!a&&3!==n.length)return t;for(var o=0;o<n.length;o++){if(!n[o].length)return t;if(n[o]=Number(n[o]),!(n[o]>=0))return t;if(3===o)n[o]>1&&(n[o]=1);else if(n[o]>=1)return t}var s=Math.round(255*n[0])+\", \"+Math.round(255*n[1])+\", \"+Math.round(255*n[2]);return a?\"rgba(\"+s+\", \"+n[3]+\")\":\"rgb(\"+s+\")\"}a.tinyRGB=function(t){var e=t.toRgb();return\"rgb(\"+Math.round(e.r)+\", \"+Math.round(e.g)+\", \"+Math.round(e.b)+\")\"},a.rgb=function(t){return a.tinyRGB(n(t))},a.opacity=function(t){return t?n(t).getAlpha():0},a.addOpacity=function(t,e){var r=n(t).toRgb();return\"rgba(\"+Math.round(r.r)+\", \"+Math.round(r.g)+\", \"+Math.round(r.b)+\", \"+e+\")\"},a.combine=function(t,e){var r=n(t).toRgb();if(1===r.a)return n(t).toRgbString();var i=n(e||l).toRgb(),a=1===i.a?i:{r:255*(1-i.a)+i.r*i.a,g:255*(1-i.a)+i.g*i.a,b:255*(1-i.a)+i.b*i.a},o={r:a.r*(1-r.a)+r.r*r.a,g:a.g*(1-r.a)+r.g*r.a,b:a.b*(1-r.a)+r.b*r.a};return n(o).toRgbString()},a.contrast=function(t,e,r){var i=n(t);return 1!==i.getAlpha()&&(i=n(a.combine(t,l))),(i.isDark()?e?i.lighten(e):l:r?i.darken(r):s).toString()},a.stroke=function(t,e){var r=n(e);t.style({stroke:a.tinyRGB(r),\"stroke-opacity\":r.getAlpha()})},a.fill=function(t,e){var r=n(e);t.style({fill:a.tinyRGB(r),\"fill-opacity\":r.getAlpha()})},a.clean=function(t){if(t&&\"object\"==typeof t){var e,r,n,i,o=Object.keys(t);for(e=0;e<o.length;e++)if(i=t[n=o[e]],\"color\"===n.substr(n.length-5))if(Array.isArray(i))for(r=0;r<i.length;r++)i[r]=c(i[r]);else t[n]=c(i);else if(\"colorscale\"===n.substr(n.length-10)&&Array.isArray(i))for(r=0;r<i.length;r++)Array.isArray(i[r])&&(i[r][1]=c(i[r][1]));else if(Array.isArray(i)){var s=i[0];if(!Array.isArray(s)&&s&&\"object\"==typeof s)for(r=0;r<i.length;r++)a.clean(i[r])}else i&&\"object\"==typeof i&&a.clean(i)}}},{\"./attributes\":642,\"fast-isnumeric\":241,tinycolor2:576}],644:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/layout_attributes\"),i=t(\"../../plots/font_attributes\"),a=t(\"../../lib/extend\").extendFlat,o=t(\"../../plot_api/edit_types\").overrideAll;e.exports=o({thicknessmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"pixels\"},thickness:{valType:\"number\",min:0,dflt:30},lenmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"fraction\"},len:{valType:\"number\",min:0,dflt:1},x:{valType:\"number\",dflt:1.02,min:-2,max:3},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\"},xpad:{valType:\"number\",min:0,dflt:10},y:{valType:\"number\",dflt:.5,min:-2,max:3},yanchor:{valType:\"enumerated\",values:[\"top\",\"middle\",\"bottom\"],dflt:\"middle\"},ypad:{valType:\"number\",min:0,dflt:10},outlinecolor:n.linecolor,outlinewidth:n.linewidth,bordercolor:n.linecolor,borderwidth:{valType:\"number\",min:0,dflt:0},bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\"},tickmode:n.tickmode,nticks:n.nticks,tick0:n.tick0,dtick:n.dtick,tickvals:n.tickvals,ticktext:n.ticktext,ticks:a({},n.ticks,{dflt:\"\"}),ticklabelposition:{valType:\"enumerated\",values:[\"outside\",\"inside\",\"outside top\",\"inside top\",\"outside bottom\",\"inside bottom\"],dflt:\"outside\"},ticklen:n.ticklen,tickwidth:n.tickwidth,tickcolor:n.tickcolor,showticklabels:n.showticklabels,tickfont:i({}),tickangle:n.tickangle,tickformat:n.tickformat,tickformatstops:n.tickformatstops,tickprefix:n.tickprefix,showtickprefix:n.showtickprefix,ticksuffix:n.ticksuffix,showticksuffix:n.showticksuffix,separatethousands:n.separatethousands,exponentformat:n.exponentformat,minexponent:n.minexponent,showexponent:n.showexponent,title:{text:{valType:\"string\"},font:i({}),side:{valType:\"enumerated\",values:[\"right\",\"top\",\"bottom\"],dflt:\"top\"}},_deprecated:{title:{valType:\"string\"},titlefont:i({}),titleside:{valType:\"enumerated\",values:[\"right\",\"top\",\"bottom\"],dflt:\"top\"}}},\"colorbars\",\"from-root\")},{\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../../plots/cartesian/layout_attributes\":842,\"../../plots/font_attributes\":856}],645:[function(t,e,r){\"use strict\";e.exports={cn:{colorbar:\"colorbar\",cbbg:\"cbbg\",cbfill:\"cbfill\",cbfills:\"cbfills\",cbline:\"cbline\",cblines:\"cblines\",cbaxis:\"cbaxis\",cbtitleunshift:\"cbtitleunshift\",cbtitle:\"cbtitle\",cboutline:\"cboutline\",crisp:\"crisp\",jsPlaceholder:\"js-placeholder\"}}},{}],646:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plot_api/plot_template\"),a=t(\"../../plots/cartesian/tick_value_defaults\"),o=t(\"../../plots/cartesian/tick_mark_defaults\"),s=t(\"../../plots/cartesian/tick_label_defaults\"),l=t(\"./attributes\");e.exports=function(t,e,r){var c=i.newContainer(e,\"colorbar\"),u=t.colorbar||{};function f(t,e){return n.coerce(u,c,l,t,e)}var h=f(\"thicknessmode\");f(\"thickness\",\"fraction\"===h?30/(r.width-r.margin.l-r.margin.r):30);var p=f(\"lenmode\");f(\"len\",\"fraction\"===p?1:r.height-r.margin.t-r.margin.b),f(\"x\"),f(\"xanchor\"),f(\"xpad\"),f(\"y\"),f(\"yanchor\"),f(\"ypad\"),n.noneOrAll(u,c,[\"x\",\"y\"]),f(\"outlinecolor\"),f(\"outlinewidth\"),f(\"bordercolor\"),f(\"borderwidth\"),f(\"bgcolor\");var d=f(\"ticklabelposition\");a(u,c,f,\"linear\");var g={outerTicks:!1,font:r.font};-1!==d.indexOf(\"inside\")&&(g.bgColor=\"black\"),s(u,c,f,\"linear\",g),o(u,c,f,\"linear\",g),f(\"title.text\",r._dfltTitle.colorbar),n.coerceFont(f,\"title.font\",r.font),f(\"title.side\")}},{\"../../lib\":778,\"../../plot_api/plot_template\":817,\"../../plots/cartesian/tick_label_defaults\":849,\"../../plots/cartesian/tick_mark_defaults\":850,\"../../plots/cartesian/tick_value_defaults\":851,\"./attributes\":644}],647:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"tinycolor2\"),a=t(\"../../plots/plots\"),o=t(\"../../registry\"),s=t(\"../../plots/cartesian/axes\"),l=t(\"../dragelement\"),c=t(\"../../lib\"),u=c.strTranslate,f=t(\"../../lib/extend\").extendFlat,h=t(\"../../lib/setcursor\"),p=t(\"../drawing\"),d=t(\"../color\"),g=t(\"../titles\"),m=t(\"../../lib/svg_text_utils\"),v=t(\"../colorscale/helpers\").flipScale,y=t(\"../../plots/cartesian/axis_defaults\"),x=t(\"../../plots/cartesian/position_defaults\"),b=t(\"../../plots/cartesian/layout_attributes\"),_=t(\"../../constants/alignment\"),w=_.LINE_SPACING,T=_.FROM_TL,k=_.FROM_BR,M=t(\"./constants\").cn;e.exports={draw:function(t){var e=t._fullLayout._infolayer.selectAll(\"g.\"+M.colorbar).data(function(t){var e,r,n,i,a=t._fullLayout,o=t.calcdata,s=[];function l(t){return f(t,{_fillcolor:null,_line:{color:null,width:null,dash:null},_levels:{start:null,end:null,size:null},_filllevels:null,_fillgradient:null,_zrange:null})}function c(){\"function\"==typeof i.calc?i.calc(t,n,e):(e._fillgradient=r.reversescale?v(r.colorscale):r.colorscale,e._zrange=[r[i.min],r[i.max]])}for(var u=0;u<o.length;u++){var h=o[u],p=(n=h[0].trace)._module.colorbar;if(!0===n.visible&&p)for(var d=Array.isArray(p),g=d?p:[p],m=0;m<g.length;m++){var y=(i=g[m]).container;(r=y?n[y]:n)&&r.showscale&&((e=l(r.colorbar))._id=\"cb\"+n.uid+(d&&y?\"-\"+y:\"\"),e._traceIndex=n.index,e._propPrefix=(y?y+\".\":\"\")+\"colorbar.\",e._meta=n._meta,c(),s.push(e))}}for(var x in a._colorAxes)if((r=a[x]).showscale){var b=a._colorAxes[x];(e=l(r.colorbar))._id=\"cb\"+x,e._propPrefix=x+\".colorbar.\",e._meta=a._meta,i={min:\"cmin\",max:\"cmax\"},\"heatmap\"!==b[0]&&(n=b[1],i.calc=n._module.colorbar.calc),c(),s.push(e)}return s}(t),(function(t){return t._id}));e.enter().append(\"g\").attr(\"class\",(function(t){return t._id})).classed(M.colorbar,!0),e.each((function(e){var r=n.select(this);c.ensureSingle(r,\"rect\",M.cbbg),c.ensureSingle(r,\"g\",M.cbfills),c.ensureSingle(r,\"g\",M.cblines),c.ensureSingle(r,\"g\",M.cbaxis,(function(t){t.classed(M.crisp,!0)})),c.ensureSingle(r,\"g\",M.cbtitleunshift,(function(t){t.append(\"g\").classed(M.cbtitle,!0)})),c.ensureSingle(r,\"rect\",M.cboutline);var v=function(t,e,r){var o=r._fullLayout,l=o._size,h=e._fillcolor,v=e._line,_=e.title,A=_.side,S=e._zrange||n.extent((\"function\"==typeof h?h:v.color).domain()),E=\"function\"==typeof v.color?v.color:function(){return v.color},C=\"function\"==typeof h?h:function(){return h},L=e._levels,I=function(t,e,r){var n,i,a=e._levels,o=[],s=[],l=a.end+a.size/100,c=a.size,u=1.001*r[0]-.001*r[1],f=1.001*r[1]-.001*r[0];for(i=0;i<1e5&&(n=a.start+i*c,!(c>0?n>=l:n<=l));i++)n>u&&n<f&&o.push(n);if(e._fillgradient)s=[0];else if(\"function\"==typeof e._fillcolor){var h=e._filllevels;if(h)for(l=h.end+h.size/100,c=h.size,i=0;i<1e5&&(n=h.start+i*c,!(c>0?n>=l:n<=l));i++)n>r[0]&&n<r[1]&&s.push(n);else(s=o.map((function(t){return t-a.size/2}))).push(s[s.length-1]+a.size)}else e._fillcolor&&\"string\"==typeof e._fillcolor&&(s=[0]);a.size<0&&(o.reverse(),s.reverse());return{line:o,fill:s}}(0,e,S),P=I.fill,z=I.line,O=Math.round(e.thickness*(\"fraction\"===e.thicknessmode?l.w:1)),D=O/l.w,R=Math.round(e.len*(\"fraction\"===e.lenmode?l.h:1)),F=R/l.h,B=e.xpad/l.w,N=(e.borderwidth+e.outlinewidth)/2,j=e.ypad/l.h,U=Math.round(e.x*l.w+e.xpad),V=e.x-D*({middle:.5,right:1}[e.xanchor]||0),q=e.y+F*(({top:-.5,bottom:.5}[e.yanchor]||0)-.5),H=Math.round(l.h*(1-q)),G=H-R;e._lenFrac=F,e._thickFrac=D,e._xLeftFrac=V,e._yBottomFrac=q;var Y=e._axis=function(t,e,r){var n=t._fullLayout,i={type:\"linear\",range:r,tickmode:e.tickmode,nticks:e.nticks,tick0:e.tick0,dtick:e.dtick,tickvals:e.tickvals,ticktext:e.ticktext,ticks:e.ticks,ticklen:e.ticklen,tickwidth:e.tickwidth,tickcolor:e.tickcolor,showticklabels:e.showticklabels,ticklabelposition:e.ticklabelposition,tickfont:e.tickfont,tickangle:e.tickangle,tickformat:e.tickformat,exponentformat:e.exponentformat,minexponent:e.minexponent,separatethousands:e.separatethousands,showexponent:e.showexponent,showtickprefix:e.showtickprefix,tickprefix:e.tickprefix,showticksuffix:e.showticksuffix,ticksuffix:e.ticksuffix,title:e.title,showline:!0,anchor:\"free\",side:\"right\",position:1},a={type:\"linear\",_id:\"y\"+e._id},o={letter:\"y\",font:n.font,noHover:!0,noTickson:!0,noTicklabelmode:!0,calendar:n.calendar};function s(t,e){return c.coerce(i,a,b,t,e)}return y(i,a,s,o,n),x(i,a,s,o),a}(r,e,S);Y.position=e.x+B+D,-1!==[\"top\",\"bottom\"].indexOf(A)&&(Y.title.side=A,Y.titlex=e.x+B,Y.titley=q+(\"top\"===_.side?F-j:j));if(v.color&&\"auto\"===e.tickmode){Y.tickmode=\"linear\",Y.tick0=L.start;var W=L.size,X=c.constrain((H-G)/50,4,15)+1,Z=(S[1]-S[0])/((e.nticks||X)*W);if(Z>1){var J=Math.pow(10,Math.floor(Math.log(Z)/Math.LN10));W*=J*c.roundUp(Z/J,[2,5,10]),(Math.abs(L.start)/L.size+1e-6)%1<2e-6&&(Y.tick0=0)}Y.dtick=W}Y.domain=[q+j,q+F-j],Y.setScale(),t.attr(\"transform\",u(Math.round(l.l),Math.round(l.t)));var K,Q=t.select(\".\"+M.cbtitleunshift).attr(\"transform\",u(-Math.round(l.l),-Math.round(l.t))),$=t.select(\".\"+M.cbaxis),tt=0;function et(n,i){var a={propContainer:Y,propName:e._propPrefix+\"title\",traceIndex:e._traceIndex,_meta:e._meta,placeholder:o._dfltTitle.colorbar,containerGroup:t.select(\".\"+M.cbtitle)},s=\"h\"===n.charAt(0)?n.substr(1):\"h\"+n;t.selectAll(\".\"+s+\",.\"+s+\"-math-group\").remove(),g.draw(r,n,f(a,i||{}))}return c.syncOrAsync([a.previousPromises,function(){if(-1!==[\"top\",\"bottom\"].indexOf(A)){var t,r=l.l+(e.x+B)*l.w,n=Y.title.font.size;t=\"top\"===A?(1-(q+F-j))*l.h+l.t+3+.75*n:(1-(q+j))*l.h+l.t-3-.25*n,et(Y._id+\"title\",{attributes:{x:r,y:t,\"text-anchor\":\"start\"}})}},function(){if(-1!==[\"top\",\"bottom\"].indexOf(A)){var a=t.select(\".\"+M.cbtitle),o=a.select(\"text\"),f=[-e.outlinewidth/2,e.outlinewidth/2],h=a.select(\".h\"+Y._id+\"title-math-group\").node(),d=15.6;if(o.node()&&(d=parseInt(o.node().style.fontSize,10)*w),h?(tt=p.bBox(h).height)>d&&(f[1]-=(tt-d)/2):o.node()&&!o.classed(M.jsPlaceholder)&&(tt=p.bBox(o.node()).height),tt){if(tt+=5,\"top\"===A)Y.domain[1]-=tt/l.h,f[1]*=-1;else{Y.domain[0]+=tt/l.h;var g=m.lineCount(o);f[1]+=(1-g)*d}a.attr(\"transform\",u(f[0],f[1])),Y.setScale()}}t.selectAll(\".\"+M.cbfills+\",.\"+M.cblines).attr(\"transform\",u(0,Math.round(l.h*(1-Y.domain[1])))),$.attr(\"transform\",u(0,Math.round(-l.t)));var y=t.select(\".\"+M.cbfills).selectAll(\"rect.\"+M.cbfill).attr(\"style\",\"\").data(P);y.enter().append(\"rect\").classed(M.cbfill,!0).style(\"stroke\",\"none\"),y.exit().remove();var x=S.map(Y.c2p).map(Math.round).sort((function(t,e){return t-e}));y.each((function(t,a){var o=[0===a?S[0]:(P[a]+P[a-1])/2,a===P.length-1?S[1]:(P[a]+P[a+1])/2].map(Y.c2p).map(Math.round);o[1]=c.constrain(o[1]+(o[1]>o[0])?1:-1,x[0],x[1]);var s=n.select(this).attr({x:U,width:Math.max(O,2),y:n.min(o),height:Math.max(n.max(o)-n.min(o),2)});if(e._fillgradient)p.gradient(s,r,e._id,\"vertical\",e._fillgradient,\"fill\");else{var l=C(t).replace(\"e-\",\"\");s.attr(\"fill\",i(l).toHexString())}}));var b=t.select(\".\"+M.cblines).selectAll(\"path.\"+M.cbline).data(v.color&&v.width?z:[]);b.enter().append(\"path\").classed(M.cbline,!0),b.exit().remove(),b.each((function(t){n.select(this).attr(\"d\",\"M\"+U+\",\"+(Math.round(Y.c2p(t))+v.width/2%1)+\"h\"+O).call(p.lineGroupStyle,v.width,E(t),v.dash)})),$.selectAll(\"g.\"+Y._id+\"tick,path\").remove();var _=U+O+(e.outlinewidth||0)/2-(\"outside\"===e.ticks?1:0),T=s.calcTicks(Y),k=s.getTickSigns(Y)[2];return s.drawTicks(r,Y,{vals:\"inside\"===Y.ticks?s.clipEnds(Y,T):T,layer:$,path:s.makeTickPath(Y,_,k),transFn:s.makeTransTickFn(Y)}),s.drawLabels(r,Y,{vals:T,layer:$,transFn:s.makeTransTickLabelFn(Y),labelFns:s.makeLabelFns(Y,_)})},function(){if(-1===[\"top\",\"bottom\"].indexOf(A)){var t=Y.title.font.size,e=Y._offset+Y._length/2,i=l.l+(Y.position||0)*l.w+(\"right\"===Y.side?10+t*(Y.showticklabels?1:.5):-10-t*(Y.showticklabels?.5:0));et(\"h\"+Y._id+\"title\",{avoid:{selection:n.select(r).selectAll(\"g.\"+Y._id+\"tick\"),side:A,offsetLeft:l.l,offsetTop:0,maxShift:o.width},attributes:{x:i,y:e,\"text-anchor\":\"middle\"},transform:{rotate:\"-90\",offset:0}})}},a.previousPromises,function(){var n=O+e.outlinewidth/2;if(-1===Y.ticklabelposition.indexOf(\"inside\")&&(n+=p.bBox($.node()).width),(K=Q.select(\"text\")).node()&&!K.classed(M.jsPlaceholder)){var i,o=Q.select(\".h\"+Y._id+\"title-math-group\").node();i=o&&-1!==[\"top\",\"bottom\"].indexOf(A)?p.bBox(o).width:p.bBox(Q.node()).right-U-l.l,n=Math.max(n,i)}var s=2*e.xpad+n+e.borderwidth+e.outlinewidth/2,c=H-G;t.select(\".\"+M.cbbg).attr({x:U-e.xpad-(e.borderwidth+e.outlinewidth)/2,y:G-N,width:Math.max(s,2),height:Math.max(c+2*N,2)}).call(d.fill,e.bgcolor).call(d.stroke,e.bordercolor).style(\"stroke-width\",e.borderwidth),t.selectAll(\".\"+M.cboutline).attr({x:U,y:G+e.ypad+(\"top\"===A?tt:0),width:Math.max(O,2),height:Math.max(c-2*e.ypad-tt,2)}).call(d.stroke,e.outlinecolor).style({fill:\"none\",\"stroke-width\":e.outlinewidth});var f=({center:.5,right:1}[e.xanchor]||0)*s;t.attr(\"transform\",u(l.l-f,l.t));var h={},g=T[e.yanchor],m=k[e.yanchor];\"pixels\"===e.lenmode?(h.y=e.y,h.t=c*g,h.b=c*m):(h.t=h.b=0,h.yt=e.y+e.len*g,h.yb=e.y-e.len*m);var v=T[e.xanchor],y=k[e.xanchor];if(\"pixels\"===e.thicknessmode)h.x=e.x,h.l=s*v,h.r=s*y;else{var x=s-O;h.l=x*v,h.r=x*y,h.xl=e.x-e.thickness*v,h.xr=e.x+e.thickness*y}a.autoMargin(r,e._id,h)}],r)}(r,e,t);v&&v.then&&(t._promises||[]).push(v),t._context.edits.colorbarPosition&&function(t,e,r){var n,i,a,s=r._fullLayout._size;l.init({element:t.node(),gd:r,prepFn:function(){n=t.attr(\"transform\"),h(t)},moveFn:function(r,o){t.attr(\"transform\",n+u(r,o)),i=l.align(e._xLeftFrac+r/s.w,e._thickFrac,0,1,e.xanchor),a=l.align(e._yBottomFrac-o/s.h,e._lenFrac,0,1,e.yanchor);var c=l.getCursor(i,a,e.xanchor,e.yanchor);h(t,c)},doneFn:function(){if(h(t),void 0!==i&&void 0!==a){var n={};n[e._propPrefix+\"x\"]=i,n[e._propPrefix+\"y\"]=a,void 0!==e._traceIndex?o.call(\"_guiRestyle\",r,n,e._traceIndex):o.call(\"_guiRelayout\",r,n)}}})}(r,e,t)})),e.exit().each((function(e){a.autoMargin(t,e._id)})).remove(),e.order()}}},{\"../../constants/alignment\":745,\"../../lib\":778,\"../../lib/extend\":768,\"../../lib/setcursor\":799,\"../../lib/svg_text_utils\":803,\"../../plots/cartesian/axes\":828,\"../../plots/cartesian/axis_defaults\":830,\"../../plots/cartesian/layout_attributes\":842,\"../../plots/cartesian/position_defaults\":845,\"../../plots/plots\":891,\"../../registry\":911,\"../color\":643,\"../colorscale/helpers\":654,\"../dragelement\":662,\"../drawing\":665,\"../titles\":738,\"./constants\":645,d3:169,tinycolor2:576}],648:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t){return n.isPlainObject(t.colorbar)}},{\"../../lib\":778}],649:[function(t,e,r){\"use strict\";e.exports={moduleType:\"component\",name:\"colorbar\",attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),draw:t(\"./draw\").draw,hasColorbar:t(\"./has_colorbar\")}},{\"./attributes\":644,\"./defaults\":646,\"./draw\":647,\"./has_colorbar\":648}],650:[function(t,e,r){\"use strict\";var n=t(\"../colorbar/attributes\"),i=t(\"../../lib/regex\").counter,a=t(\"./scales.js\").scales;Object.keys(a);function o(t){return\"`\"+t+\"`\"}e.exports=function(t,e){t=t||\"\";var r,s=(e=e||{}).cLetter||\"c\",l=(\"onlyIfNumerical\"in e?e.onlyIfNumerical:Boolean(t),\"noScale\"in e?e.noScale:\"marker.line\"===t),c=\"showScaleDflt\"in e?e.showScaleDflt:\"z\"===s,u=\"string\"==typeof e.colorscaleDflt?a[e.colorscaleDflt]:null,f=e.editTypeOverride||\"\",h=t?t+\".\":\"\";\"colorAttr\"in e?(r=e.colorAttr,e.colorAttr):o(h+(r={z:\"z\",c:\"color\"}[s]));var p=s+\"auto\",d=s+\"min\",g=s+\"max\",m=s+\"mid\",v=(o(h+p),o(h+d),o(h+g),{});v[d]=v[g]=void 0;var y={};y[p]=!1;var x={};return\"color\"===r&&(x.color={valType:\"color\",arrayOk:!0,editType:f||\"style\"},e.anim&&(x.color.anim=!0)),x[p]={valType:\"boolean\",dflt:!0,editType:\"calc\",impliedEdits:v},x[d]={valType:\"number\",dflt:null,editType:f||\"plot\",impliedEdits:y},x[g]={valType:\"number\",dflt:null,editType:f||\"plot\",impliedEdits:y},x[m]={valType:\"number\",dflt:null,editType:\"calc\",impliedEdits:v},x.colorscale={valType:\"colorscale\",editType:\"calc\",dflt:u,impliedEdits:{autocolorscale:!1}},x.autocolorscale={valType:\"boolean\",dflt:!1!==e.autoColorDflt,editType:\"calc\",impliedEdits:{colorscale:void 0}},x.reversescale={valType:\"boolean\",dflt:!1,editType:\"plot\"},l||(x.showscale={valType:\"boolean\",dflt:c,editType:\"calc\"},x.colorbar=n),e.noColorAxis||(x.coloraxis={valType:\"subplotid\",regex:i(\"coloraxis\"),dflt:null,editType:\"calc\"}),x}},{\"../../lib/regex\":795,\"../colorbar/attributes\":644,\"./scales.js\":658}],651:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"./helpers\").extractOpts;e.exports=function(t,e,r){var o,s=t._fullLayout,l=r.vals,c=r.containerStr,u=c?i.nestedProperty(e,c).get():e,f=a(u),h=!1!==f.auto,p=f.min,d=f.max,g=f.mid,m=function(){return i.aggNums(Math.min,null,l)},v=function(){return i.aggNums(Math.max,null,l)};(void 0===p?p=m():h&&(p=u._colorAx&&n(p)?Math.min(p,m()):m()),void 0===d?d=v():h&&(d=u._colorAx&&n(d)?Math.max(d,v()):v()),h&&void 0!==g&&(d-g>g-p?p=g-(d-g):d-g<g-p&&(d=g+(g-p))),p===d&&(p-=.5,d+=.5),f._sync(\"min\",p),f._sync(\"max\",d),f.autocolorscale)&&(o=p*d<0?s.colorscale.diverging:p>=0?s.colorscale.sequential:s.colorscale.sequentialminus,f._sync(\"colorscale\",o))}},{\"../../lib\":778,\"./helpers\":654,\"fast-isnumeric\":241}],652:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./helpers\").hasColorscale,a=t(\"./helpers\").extractOpts;e.exports=function(t,e){function r(t,e){var r=t[\"_\"+e];void 0!==r&&(t[e]=r)}function o(t,i){var o=i.container?n.nestedProperty(t,i.container).get():t;if(o)if(o.coloraxis)o._colorAx=e[o.coloraxis];else{var s=a(o),l=s.auto;(l||void 0===s.min)&&r(o,i.min),(l||void 0===s.max)&&r(o,i.max),s.autocolorscale&&r(o,\"colorscale\")}}for(var s=0;s<t.length;s++){var l=t[s],c=l._module.colorbar;if(c)if(Array.isArray(c))for(var u=0;u<c.length;u++)o(l,c[u]);else o(l,c);i(l,\"marker.line\")&&o(l,{container:\"marker.line\",min:\"cmin\",max:\"cmax\"})}for(var f in e._colorAxes)o(e[f],{min:\"cmin\",max:\"cmax\"})}},{\"../../lib\":778,\"./helpers\":654}],653:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"../colorbar/has_colorbar\"),o=t(\"../colorbar/defaults\"),s=t(\"./scales\").isValid,l=t(\"../../registry\").traceIs;function c(t,e){var r=e.slice(0,e.length-1);return e?i.nestedProperty(t,r).get()||{}:t}e.exports=function t(e,r,u,f,h){var p=h.prefix,d=h.cLetter,g=\"_module\"in r,m=c(e,p),v=c(r,p),y=c(r._template||{},p)||{},x=function(){return delete e.coloraxis,delete r.coloraxis,t(e,r,u,f,h)};if(g){var b=u._colorAxes||{},_=f(p+\"coloraxis\");if(_){var w=l(r,\"contour\")&&i.nestedProperty(r,\"contours.coloring\").get()||\"heatmap\",T=b[_];return void(T?(T[2].push(x),T[0]!==w&&(T[0]=!1,i.warn([\"Ignoring coloraxis:\",_,\"setting\",\"as it is linked to incompatible colorscales.\"].join(\" \")))):b[_]=[w,r,[x]])}}var k=m[d+\"min\"],M=m[d+\"max\"],A=n(k)&&n(M)&&k<M;f(p+d+\"auto\",!A)?f(p+d+\"mid\"):(f(p+d+\"min\"),f(p+d+\"max\"));var S,E,C=m.colorscale,L=y.colorscale;(void 0!==C&&(S=!s(C)),void 0!==L&&(S=!s(L)),f(p+\"autocolorscale\",S),f(p+\"colorscale\"),f(p+\"reversescale\"),\"marker.line.\"!==p)&&(p&&g&&(E=a(m)),f(p+\"showscale\",E)&&(p&&y&&(v._template=y),o(m,v,u)))}},{\"../../lib\":778,\"../../registry\":911,\"../colorbar/defaults\":646,\"../colorbar/has_colorbar\":648,\"./scales\":658,\"fast-isnumeric\":241}],654:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"tinycolor2\"),a=t(\"fast-isnumeric\"),o=t(\"../../lib\"),s=t(\"../color\"),l=t(\"./scales\").isValid;var c=[\"showscale\",\"autocolorscale\",\"colorscale\",\"reversescale\",\"colorbar\"],u=[\"min\",\"max\",\"mid\",\"auto\"];function f(t){var e,r,n,i=t._colorAx,a=i||t,o={};for(r=0;r<c.length;r++)o[n=c[r]]=a[n];if(i)for(e=\"c\",r=0;r<u.length;r++)o[n=u[r]]=a[\"c\"+n];else{var s;for(r=0;r<u.length;r++)((s=\"c\"+(n=u[r]))in a||(s=\"z\"+n)in a)&&(o[n]=a[s]);e=s.charAt(0)}return o._sync=function(t,r){var n=-1!==u.indexOf(t)?e+t:t;a[n]=a[\"_\"+n]=r},o}function h(t){for(var e=f(t),r=e.min,n=e.max,i=e.reversescale?p(e.colorscale):e.colorscale,a=i.length,o=new Array(a),s=new Array(a),l=0;l<a;l++){var c=i[l];o[l]=r+c[0]*(n-r),s[l]=c[1]}return{domain:o,range:s}}function p(t){for(var e=t.length,r=new Array(e),n=e-1,i=0;n>=0;n--,i++){var a=t[n];r[i]=[1-a[0],a[1]]}return r}function d(t,e){e=e||{};for(var r=t.domain,o=t.range,l=o.length,c=new Array(l),u=0;u<l;u++){var f=i(o[u]).toRgb();c[u]=[f.r,f.g,f.b,f.a]}var h,p=n.scale.linear().domain(r).range(c).clamp(!0),d=e.noNumericCheck,m=e.returnArray;return(h=d&&m?p:d?function(t){return g(p(t))}:m?function(t){return a(t)?p(t):i(t).isValid()?t:s.defaultLine}:function(t){return a(t)?g(p(t)):i(t).isValid()?t:s.defaultLine}).domain=p.domain,h.range=function(){return o},h}function g(t){var e={r:t[0],g:t[1],b:t[2],a:t[3]};return i(e).toRgbString()}e.exports={hasColorscale:function(t,e,r){var n=e?o.nestedProperty(t,e).get()||{}:t,i=n[r||\"color\"],s=!1;if(o.isArrayOrTypedArray(i))for(var c=0;c<i.length;c++)if(a(i[c])){s=!0;break}return o.isPlainObject(n)&&(s||!0===n.showscale||a(n.cmin)&&a(n.cmax)||l(n.colorscale)||o.isPlainObject(n.colorbar))},extractOpts:f,extractScale:h,flipScale:p,makeColorScaleFunc:d,makeColorScaleFuncFromTrace:function(t,e){return d(h(t),e)}}},{\"../../lib\":778,\"../color\":643,\"./scales\":658,d3:169,\"fast-isnumeric\":241,tinycolor2:576}],655:[function(t,e,r){\"use strict\";var n=t(\"./scales\"),i=t(\"./helpers\");e.exports={moduleType:\"component\",name:\"colorscale\",attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyLayoutDefaults:t(\"./layout_defaults\"),handleDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"./cross_trace_defaults\"),calc:t(\"./calc\"),scales:n.scales,defaultScale:n.defaultScale,getScale:n.get,isValidScale:n.isValid,hasColorscale:i.hasColorscale,extractOpts:i.extractOpts,extractScale:i.extractScale,flipScale:i.flipScale,makeColorScaleFunc:i.makeColorScaleFunc,makeColorScaleFuncFromTrace:i.makeColorScaleFuncFromTrace}},{\"./attributes\":650,\"./calc\":651,\"./cross_trace_defaults\":652,\"./defaults\":653,\"./helpers\":654,\"./layout_attributes\":656,\"./layout_defaults\":657,\"./scales\":658}],656:[function(t,e,r){\"use strict\";var n=t(\"../../lib/extend\").extendFlat,i=t(\"./attributes\"),a=t(\"./scales\").scales;e.exports={editType:\"calc\",colorscale:{editType:\"calc\",sequential:{valType:\"colorscale\",dflt:a.Reds,editType:\"calc\"},sequentialminus:{valType:\"colorscale\",dflt:a.Blues,editType:\"calc\"},diverging:{valType:\"colorscale\",dflt:a.RdBu,editType:\"calc\"}},coloraxis:n({_isSubplotObj:!0,editType:\"calc\"},i(\"\",{colorAttr:\"corresponding trace color array(s)\",noColorAxis:!0,showScaleDflt:!0}))}},{\"../../lib/extend\":768,\"./attributes\":650,\"./scales\":658}],657:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plot_api/plot_template\"),a=t(\"./layout_attributes\"),o=t(\"./defaults\");e.exports=function(t,e){function r(r,i){return n.coerce(t,e,a,r,i)}r(\"colorscale.sequential\"),r(\"colorscale.sequentialminus\"),r(\"colorscale.diverging\");var s,l,c=e._colorAxes;function u(t,e){return n.coerce(s,l,a.coloraxis,t,e)}for(var f in c){var h=c[f];if(h[0])s=t[f]||{},(l=i.newContainer(e,f,\"coloraxis\"))._name=f,o(s,l,e,u,{prefix:\"\",cLetter:\"c\"});else{for(var p=0;p<h[2].length;p++)h[2][p]();delete e._colorAxes[f]}}}},{\"../../lib\":778,\"../../plot_api/plot_template\":817,\"./defaults\":653,\"./layout_attributes\":656}],658:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\"),i={Greys:[[0,\"rgb(0,0,0)\"],[1,\"rgb(255,255,255)\"]],YlGnBu:[[0,\"rgb(8,29,88)\"],[.125,\"rgb(37,52,148)\"],[.25,\"rgb(34,94,168)\"],[.375,\"rgb(29,145,192)\"],[.5,\"rgb(65,182,196)\"],[.625,\"rgb(127,205,187)\"],[.75,\"rgb(199,233,180)\"],[.875,\"rgb(237,248,217)\"],[1,\"rgb(255,255,217)\"]],Greens:[[0,\"rgb(0,68,27)\"],[.125,\"rgb(0,109,44)\"],[.25,\"rgb(35,139,69)\"],[.375,\"rgb(65,171,93)\"],[.5,\"rgb(116,196,118)\"],[.625,\"rgb(161,217,155)\"],[.75,\"rgb(199,233,192)\"],[.875,\"rgb(229,245,224)\"],[1,\"rgb(247,252,245)\"]],YlOrRd:[[0,\"rgb(128,0,38)\"],[.125,\"rgb(189,0,38)\"],[.25,\"rgb(227,26,28)\"],[.375,\"rgb(252,78,42)\"],[.5,\"rgb(253,141,60)\"],[.625,\"rgb(254,178,76)\"],[.75,\"rgb(254,217,118)\"],[.875,\"rgb(255,237,160)\"],[1,\"rgb(255,255,204)\"]],Bluered:[[0,\"rgb(0,0,255)\"],[1,\"rgb(255,0,0)\"]],RdBu:[[0,\"rgb(5,10,172)\"],[.35,\"rgb(106,137,247)\"],[.5,\"rgb(190,190,190)\"],[.6,\"rgb(220,170,132)\"],[.7,\"rgb(230,145,90)\"],[1,\"rgb(178,10,28)\"]],Reds:[[0,\"rgb(220,220,220)\"],[.2,\"rgb(245,195,157)\"],[.4,\"rgb(245,160,105)\"],[1,\"rgb(178,10,28)\"]],Blues:[[0,\"rgb(5,10,172)\"],[.35,\"rgb(40,60,190)\"],[.5,\"rgb(70,100,245)\"],[.6,\"rgb(90,120,245)\"],[.7,\"rgb(106,137,247)\"],[1,\"rgb(220,220,220)\"]],Picnic:[[0,\"rgb(0,0,255)\"],[.1,\"rgb(51,153,255)\"],[.2,\"rgb(102,204,255)\"],[.3,\"rgb(153,204,255)\"],[.4,\"rgb(204,204,255)\"],[.5,\"rgb(255,255,255)\"],[.6,\"rgb(255,204,255)\"],[.7,\"rgb(255,153,255)\"],[.8,\"rgb(255,102,204)\"],[.9,\"rgb(255,102,102)\"],[1,\"rgb(255,0,0)\"]],Rainbow:[[0,\"rgb(150,0,90)\"],[.125,\"rgb(0,0,200)\"],[.25,\"rgb(0,25,255)\"],[.375,\"rgb(0,152,255)\"],[.5,\"rgb(44,255,150)\"],[.625,\"rgb(151,255,0)\"],[.75,\"rgb(255,234,0)\"],[.875,\"rgb(255,111,0)\"],[1,\"rgb(255,0,0)\"]],Portland:[[0,\"rgb(12,51,131)\"],[.25,\"rgb(10,136,186)\"],[.5,\"rgb(242,211,56)\"],[.75,\"rgb(242,143,56)\"],[1,\"rgb(217,30,30)\"]],Jet:[[0,\"rgb(0,0,131)\"],[.125,\"rgb(0,60,170)\"],[.375,\"rgb(5,255,255)\"],[.625,\"rgb(255,255,0)\"],[.875,\"rgb(250,0,0)\"],[1,\"rgb(128,0,0)\"]],Hot:[[0,\"rgb(0,0,0)\"],[.3,\"rgb(230,0,0)\"],[.6,\"rgb(255,210,0)\"],[1,\"rgb(255,255,255)\"]],Blackbody:[[0,\"rgb(0,0,0)\"],[.2,\"rgb(230,0,0)\"],[.4,\"rgb(230,210,0)\"],[.7,\"rgb(255,255,255)\"],[1,\"rgb(160,200,255)\"]],Earth:[[0,\"rgb(0,0,130)\"],[.1,\"rgb(0,180,180)\"],[.2,\"rgb(40,210,40)\"],[.4,\"rgb(230,230,50)\"],[.6,\"rgb(120,70,20)\"],[1,\"rgb(255,255,255)\"]],Electric:[[0,\"rgb(0,0,0)\"],[.15,\"rgb(30,0,100)\"],[.4,\"rgb(120,0,100)\"],[.6,\"rgb(160,90,0)\"],[.8,\"rgb(230,200,0)\"],[1,\"rgb(255,250,220)\"]],Viridis:[[0,\"#440154\"],[.06274509803921569,\"#48186a\"],[.12549019607843137,\"#472d7b\"],[.18823529411764706,\"#424086\"],[.25098039215686274,\"#3b528b\"],[.3137254901960784,\"#33638d\"],[.3764705882352941,\"#2c728e\"],[.4392156862745098,\"#26828e\"],[.5019607843137255,\"#21918c\"],[.5647058823529412,\"#1fa088\"],[.6274509803921569,\"#28ae80\"],[.6901960784313725,\"#3fbc73\"],[.7529411764705882,\"#5ec962\"],[.8156862745098039,\"#84d44b\"],[.8784313725490196,\"#addc30\"],[.9411764705882353,\"#d8e219\"],[1,\"#fde725\"]],Cividis:[[0,\"rgb(0,32,76)\"],[.058824,\"rgb(0,42,102)\"],[.117647,\"rgb(0,52,110)\"],[.176471,\"rgb(39,63,108)\"],[.235294,\"rgb(60,74,107)\"],[.294118,\"rgb(76,85,107)\"],[.352941,\"rgb(91,95,109)\"],[.411765,\"rgb(104,106,112)\"],[.470588,\"rgb(117,117,117)\"],[.529412,\"rgb(131,129,120)\"],[.588235,\"rgb(146,140,120)\"],[.647059,\"rgb(161,152,118)\"],[.705882,\"rgb(176,165,114)\"],[.764706,\"rgb(192,177,109)\"],[.823529,\"rgb(209,191,102)\"],[.882353,\"rgb(225,204,92)\"],[.941176,\"rgb(243,219,79)\"],[1,\"rgb(255,233,69)\"]]},a=i.RdBu;function o(t){var e=0;if(!Array.isArray(t)||t.length<2)return!1;if(!t[0]||!t[t.length-1])return!1;if(0!=+t[0][0]||1!=+t[t.length-1][0])return!1;for(var r=0;r<t.length;r++){var i=t[r];if(2!==i.length||+i[0]<e||!n(i[1]).isValid())return!1;e=+i[0]}return!0}e.exports={scales:i,defaultScale:a,get:function(t,e){if(e||(e=a),!t)return e;function r(){try{t=i[t]||JSON.parse(t)}catch(r){t=e}}return\"string\"==typeof t&&(r(),\"string\"==typeof t&&r()),o(t)?t:e},isValid:function(t){return void 0!==i[t]||o(t)}}},{tinycolor2:576}],659:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i){var a=(t-r)/(n-r),o=a+e/(n-r),s=(a+o)/2;return\"left\"===i||\"bottom\"===i?a:\"center\"===i||\"middle\"===i?s:\"right\"===i||\"top\"===i?o:a<2/3-s?a:o>4/3-s?o:s}},{}],660:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=[[\"sw-resize\",\"s-resize\",\"se-resize\"],[\"w-resize\",\"move\",\"e-resize\"],[\"nw-resize\",\"n-resize\",\"ne-resize\"]];e.exports=function(t,e,r,a){return t=\"left\"===r?0:\"center\"===r?1:\"right\"===r?2:n.constrain(Math.floor(3*t),0,2),e=\"bottom\"===a?0:\"middle\"===a?1:\"top\"===a?2:n.constrain(Math.floor(3*e),0,2),i[e][t]}},{\"../../lib\":778}],661:[function(t,e,r){\"use strict\";r.selectMode=function(t){return\"lasso\"===t||\"select\"===t},r.drawMode=function(t){return\"drawclosedpath\"===t||\"drawopenpath\"===t||\"drawline\"===t||\"drawrect\"===t||\"drawcircle\"===t},r.openMode=function(t){return\"drawline\"===t||\"drawopenpath\"===t},r.rectMode=function(t){return\"select\"===t||\"drawline\"===t||\"drawrect\"===t||\"drawcircle\"===t},r.freeMode=function(t){return\"lasso\"===t||\"drawclosedpath\"===t||\"drawopenpath\"===t},r.selectingOrDrawing=function(t){return r.freeMode(t)||r.rectMode(t)}},{}],662:[function(t,e,r){\"use strict\";var n=t(\"mouse-event-offset\"),i=t(\"has-hover\"),a=t(\"has-passive-events\"),o=t(\"../../lib\").removeElement,s=t(\"../../plots/cartesian/constants\"),l=e.exports={};l.align=t(\"./align\"),l.getCursor=t(\"./cursor\");var c=t(\"./unhover\");function u(){var t=document.createElement(\"div\");t.className=\"dragcover\";var e=t.style;return e.position=\"fixed\",e.left=0,e.right=0,e.top=0,e.bottom=0,e.zIndex=999999999,e.background=\"none\",document.body.appendChild(t),t}function f(t){return n(t.changedTouches?t.changedTouches[0]:t,document.body)}l.unhover=c.wrapped,l.unhoverRaw=c.raw,l.init=function(t){var e,r,n,c,h,p,d,g,m=t.gd,v=1,y=m._context.doubleClickDelay,x=t.element;m._mouseDownTime||(m._mouseDownTime=0),x.style.pointerEvents=\"all\",x.onmousedown=_,a?(x._ontouchstart&&x.removeEventListener(\"touchstart\",x._ontouchstart),x._ontouchstart=_,x.addEventListener(\"touchstart\",_,{passive:!1})):x.ontouchstart=_;var b=t.clampFn||function(t,e,r){return Math.abs(t)<r&&(t=0),Math.abs(e)<r&&(e=0),[t,e]};function _(a){m._dragged=!1,m._dragging=!0;var o=f(a);e=o[0],r=o[1],d=a.target,p=a,g=2===a.buttons||a.ctrlKey,\"undefined\"==typeof a.clientX&&\"undefined\"==typeof a.clientY&&(a.clientX=e,a.clientY=r),(n=(new Date).getTime())-m._mouseDownTime<y?v+=1:(v=1,m._mouseDownTime=n),t.prepFn&&t.prepFn(a,e,r),i&&!g?(h=u()).style.cursor=window.getComputedStyle(x).cursor:i||(h=document,c=window.getComputedStyle(document.documentElement).cursor,document.documentElement.style.cursor=window.getComputedStyle(x).cursor),document.addEventListener(\"mouseup\",T),document.addEventListener(\"touchend\",T),!1!==t.dragmode&&(a.preventDefault(),document.addEventListener(\"mousemove\",w),document.addEventListener(\"touchmove\",w,{passive:!1}))}function w(n){n.preventDefault();var i=f(n),a=t.minDrag||s.MINDRAG,o=b(i[0]-e,i[1]-r,a),c=o[0],u=o[1];(c||u)&&(m._dragged=!0,l.unhover(m)),m._dragged&&t.moveFn&&!g&&(m._dragdata={element:x,dx:c,dy:u},t.moveFn(c,u))}function T(e){if(delete m._dragdata,!1!==t.dragmode&&(e.preventDefault(),document.removeEventListener(\"mousemove\",w),document.removeEventListener(\"touchmove\",w)),document.removeEventListener(\"mouseup\",T),document.removeEventListener(\"touchend\",T),i?o(h):c&&(h.documentElement.style.cursor=c,c=null),m._dragging){if(m._dragging=!1,(new Date).getTime()-m._mouseDownTime>y&&(v=Math.max(v-1,1)),m._dragged)t.doneFn&&t.doneFn();else if(t.clickFn&&t.clickFn(v,p),!g){var r;try{r=new MouseEvent(\"click\",e)}catch(t){var n=f(e);(r=document.createEvent(\"MouseEvents\")).initMouseEvent(\"click\",e.bubbles,e.cancelable,e.view,e.detail,e.screenX,e.screenY,n[0],n[1],e.ctrlKey,e.altKey,e.shiftKey,e.metaKey,e.button,e.relatedTarget)}d.dispatchEvent(r)}m._dragging=!1,m._dragged=!1}else m._dragged=!1}},l.coverSlip=u},{\"../../lib\":778,\"../../plots/cartesian/constants\":834,\"./align\":659,\"./cursor\":660,\"./unhover\":663,\"has-hover\":440,\"has-passive-events\":441,\"mouse-event-offset\":484}],663:[function(t,e,r){\"use strict\";var n=t(\"../../lib/events\"),i=t(\"../../lib/throttle\"),a=t(\"../../lib/dom\").getGraphDiv,o=t(\"../fx/constants\"),s=e.exports={};s.wrapped=function(t,e,r){(t=a(t))._fullLayout&&i.clear(t._fullLayout._uid+o.HOVERID),s.raw(t,e,r)},s.raw=function(t,e){var r=t._fullLayout,i=t._hoverdata;e||(e={}),e.target&&!1===n.triggerHandler(t,\"plotly_beforehover\",e)||(r._hoverlayer.selectAll(\"g\").remove(),r._hoverlayer.selectAll(\"line\").remove(),r._hoverlayer.selectAll(\"circle\").remove(),t._hoverdata=void 0,e.target&&i&&t.emit(\"plotly_unhover\",{event:e,points:i}))}},{\"../../lib/dom\":766,\"../../lib/events\":767,\"../../lib/throttle\":804,\"../fx/constants\":677}],664:[function(t,e,r){\"use strict\";r.dash={valType:\"string\",values:[\"solid\",\"dot\",\"dash\",\"longdash\",\"dashdot\",\"longdashdot\"],dflt:\"solid\",editType:\"style\"}},{}],665:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"fast-isnumeric\"),a=t(\"tinycolor2\"),o=t(\"../../registry\"),s=t(\"../color\"),l=t(\"../colorscale\"),c=t(\"../../lib\"),u=c.strTranslate,f=t(\"../../lib/svg_text_utils\"),h=t(\"../../constants/xmlns_namespaces\"),p=t(\"../../constants/alignment\").LINE_SPACING,d=t(\"../../constants/interactions\").DESELECTDIM,g=t(\"../../traces/scatter/subtypes\"),m=t(\"../../traces/scatter/make_bubble_size_func\"),v=t(\"../../components/fx/helpers\").appendArrayPointValue,y=e.exports={};y.font=function(t,e,r,n){c.isPlainObject(e)&&(n=e.color,r=e.size,e=e.family),e&&t.style(\"font-family\",e),r+1&&t.style(\"font-size\",r+\"px\"),n&&t.call(s.fill,n)},y.setPosition=function(t,e,r){t.attr(\"x\",e).attr(\"y\",r)},y.setSize=function(t,e,r){t.attr(\"width\",e).attr(\"height\",r)},y.setRect=function(t,e,r,n,i){t.call(y.setPosition,e,r).call(y.setSize,n,i)},y.translatePoint=function(t,e,r,n){var a=r.c2p(t.x),o=n.c2p(t.y);return!!(i(a)&&i(o)&&e.node())&&(\"text\"===e.node().nodeName?e.attr(\"x\",a).attr(\"y\",o):e.attr(\"transform\",u(a,o)),!0)},y.translatePoints=function(t,e,r){t.each((function(t){var i=n.select(this);y.translatePoint(t,i,e,r)}))},y.hideOutsideRangePoint=function(t,e,r,n,i,a){e.attr(\"display\",r.isPtWithinRange(t,i)&&n.isPtWithinRange(t,a)?null:\"none\")},y.hideOutsideRangePoints=function(t,e){if(e._hasClipOnAxisFalse){var r=e.xaxis,i=e.yaxis;t.each((function(e){var a=e[0].trace,s=a.xcalendar,l=a.ycalendar,c=o.traceIs(a,\"bar-like\")?\".bartext\":\".point,.textpoint\";t.selectAll(c).each((function(t){y.hideOutsideRangePoint(t,n.select(this),r,i,s,l)}))}))}},y.crispRound=function(t,e,r){return e&&i(e)?t._context.staticPlot?e:e<1?1:Math.round(e):r||0},y.singleLineStyle=function(t,e,r,n,i){e.style(\"fill\",\"none\");var a=(((t||[])[0]||{}).trace||{}).line||{},o=r||a.width||0,l=i||a.dash||\"\";s.stroke(e,n||a.color),y.dashLine(e,l,o)},y.lineGroupStyle=function(t,e,r,i){t.style(\"fill\",\"none\").each((function(t){var a=(((t||[])[0]||{}).trace||{}).line||{},o=e||a.width||0,l=i||a.dash||\"\";n.select(this).call(s.stroke,r||a.color).call(y.dashLine,l,o)}))},y.dashLine=function(t,e,r){r=+r||0,e=y.dashStyle(e,r),t.style({\"stroke-dasharray\":e,\"stroke-width\":r+\"px\"})},y.dashStyle=function(t,e){e=+e||1;var r=Math.max(e,3);return\"solid\"===t?t=\"\":\"dot\"===t?t=r+\"px,\"+r+\"px\":\"dash\"===t?t=3*r+\"px,\"+3*r+\"px\":\"longdash\"===t?t=5*r+\"px,\"+5*r+\"px\":\"dashdot\"===t?t=3*r+\"px,\"+r+\"px,\"+r+\"px,\"+r+\"px\":\"longdashdot\"===t&&(t=5*r+\"px,\"+2*r+\"px,\"+r+\"px,\"+2*r+\"px\"),t},y.singleFillStyle=function(t){var e=(((n.select(t.node()).data()[0]||[])[0]||{}).trace||{}).fillcolor;e&&t.call(s.fill,e)},y.fillGroupStyle=function(t){t.style(\"stroke-width\",0).each((function(t){var e=n.select(this);t[0].trace&&e.call(s.fill,t[0].trace.fillcolor)}))};var x=t(\"./symbol_defs\");y.symbolNames=[],y.symbolFuncs=[],y.symbolNeedLines={},y.symbolNoDot={},y.symbolNoFill={},y.symbolList=[],Object.keys(x).forEach((function(t){var e=x[t],r=e.n;y.symbolList.push(r,String(r),t,r+100,String(r+100),t+\"-open\"),y.symbolNames[r]=t,y.symbolFuncs[r]=e.f,e.needLine&&(y.symbolNeedLines[r]=!0),e.noDot?y.symbolNoDot[r]=!0:y.symbolList.push(r+200,String(r+200),t+\"-dot\",r+300,String(r+300),t+\"-open-dot\"),e.noFill&&(y.symbolNoFill[r]=!0)}));var b=y.symbolNames.length;function _(t,e){var r=t%100;return y.symbolFuncs[r](e)+(t>=200?\"M0,0.5L0.5,0L0,-0.5L-0.5,0Z\":\"\")}y.symbolNumber=function(t){if(i(t))t=+t;else if(\"string\"==typeof t){var e=0;t.indexOf(\"-open\")>0&&(e=100,t=t.replace(\"-open\",\"\")),t.indexOf(\"-dot\")>0&&(e+=200,t=t.replace(\"-dot\",\"\")),(t=y.symbolNames.indexOf(t))>=0&&(t+=e)}return t%100>=b||t>=400?0:Math.floor(Math.max(t,0))};var w={x1:1,x2:0,y1:0,y2:0},T={x1:0,x2:0,y1:1,y2:0},k=n.format(\"~.1f\"),M={radial:{node:\"radialGradient\"},radialreversed:{node:\"radialGradient\",reversed:!0},horizontal:{node:\"linearGradient\",attrs:w},horizontalreversed:{node:\"linearGradient\",attrs:w,reversed:!0},vertical:{node:\"linearGradient\",attrs:T},verticalreversed:{node:\"linearGradient\",attrs:T,reversed:!0}};y.gradient=function(t,e,r,i,o,l){for(var u=o.length,f=M[i],h=new Array(u),p=0;p<u;p++)f.reversed?h[u-1-p]=[k(100*(1-o[p][0])),o[p][1]]:h[p]=[k(100*o[p][0]),o[p][1]];var d=e._fullLayout,g=\"g\"+d._uid+\"-\"+r,m=d._defs.select(\".gradients\").selectAll(\"#\"+g).data([i+h.join(\";\")],c.identity);m.exit().remove(),m.enter().append(f.node).each((function(){var t=n.select(this);f.attrs&&t.attr(f.attrs),t.attr(\"id\",g);var e=t.selectAll(\"stop\").data(h);e.exit().remove(),e.enter().append(\"stop\"),e.each((function(t){var e=a(t[1]);n.select(this).attr({offset:t[0]+\"%\",\"stop-color\":s.tinyRGB(e),\"stop-opacity\":e.getAlpha()})}))})),t.style(l,O(g,e)).style(l+\"-opacity\",null);var v=function(t){return\".\"+t.attr(\"class\").replace(/\\s/g,\".\")},y=v(n.select(t.node().parentNode))+\">\"+v(t);d._gradientUrlQueryParts[y]=1},y.initGradients=function(t){var e=t._fullLayout;c.ensureSingle(e._defs,\"g\",\"gradients\").selectAll(\"linearGradient,radialGradient\").remove(),e._gradientUrlQueryParts={}},y.pointStyle=function(t,e,r){if(t.size()){var i=y.makePointStyleFns(e);t.each((function(t){y.singlePointStyle(t,n.select(this),e,i,r)}))}},y.singlePointStyle=function(t,e,r,n,i){var a=r.marker,o=a.line;if(e.style(\"opacity\",n.selectedOpacityFn?n.selectedOpacityFn(t):void 0===t.mo?a.opacity:t.mo),n.ms2mrc){var l;l=\"various\"===t.ms||\"various\"===a.size?3:n.ms2mrc(t.ms),t.mrc=l,n.selectedSizeFn&&(l=t.mrc=n.selectedSizeFn(t));var u=y.symbolNumber(t.mx||a.symbol)||0;t.om=u%200>=100,e.attr(\"d\",_(u,l))}var f,h,p,d=!1;if(t.so)p=o.outlierwidth,h=o.outliercolor,f=a.outliercolor;else{var g=(o||{}).width;p=(t.mlw+1||g+1||(t.trace?(t.trace.marker.line||{}).width:0)+1)-1||0,h=\"mlc\"in t?t.mlcc=n.lineScale(t.mlc):c.isArrayOrTypedArray(o.color)?s.defaultLine:o.color,c.isArrayOrTypedArray(a.color)&&(f=s.defaultLine,d=!0),f=\"mc\"in t?t.mcc=n.markerScale(t.mc):a.color||\"rgba(0,0,0,0)\",n.selectedColorFn&&(f=n.selectedColorFn(t))}if(t.om)e.call(s.stroke,f).style({\"stroke-width\":(p||1)+\"px\",fill:\"none\"});else{e.style(\"stroke-width\",(t.isBlank?0:p)+\"px\");var m=a.gradient,v=t.mgt;if(v?d=!0:v=m&&m.type,Array.isArray(v)&&(v=v[0],M[v]||(v=0)),v&&\"none\"!==v){var x=t.mgc;x?d=!0:x=m.color;var b=r.uid;d&&(b+=\"-\"+t.i),y.gradient(e,i,b,v,[[0,x],[1,f]],\"fill\")}else s.fill(e,f);p&&s.stroke(e,h)}},y.makePointStyleFns=function(t){var e={},r=t.marker;return e.markerScale=y.tryColorscale(r,\"\"),e.lineScale=y.tryColorscale(r,\"line\"),o.traceIs(t,\"symbols\")&&(e.ms2mrc=g.isBubble(t)?m(t):function(){return(r.size||6)/2}),t.selectedpoints&&c.extendFlat(e,y.makeSelectedPointStyleFns(t)),e},y.makeSelectedPointStyleFns=function(t){var e={},r=t.selected||{},n=t.unselected||{},i=t.marker||{},a=r.marker||{},s=n.marker||{},l=i.opacity,u=a.opacity,f=s.opacity,h=void 0!==u,p=void 0!==f;(c.isArrayOrTypedArray(l)||h||p)&&(e.selectedOpacityFn=function(t){var e=void 0===t.mo?i.opacity:t.mo;return t.selected?h?u:e:p?f:d*e});var g=i.color,m=a.color,v=s.color;(m||v)&&(e.selectedColorFn=function(t){var e=t.mcc||g;return t.selected?m||e:v||e});var y=i.size,x=a.size,b=s.size,_=void 0!==x,w=void 0!==b;return o.traceIs(t,\"symbols\")&&(_||w)&&(e.selectedSizeFn=function(t){var e=t.mrc||y/2;return t.selected?_?x/2:e:w?b/2:e}),e},y.makeSelectedTextStyleFns=function(t){var e={},r=t.selected||{},n=t.unselected||{},i=t.textfont||{},a=r.textfont||{},o=n.textfont||{},l=i.color,c=a.color,u=o.color;return e.selectedTextColorFn=function(t){var e=t.tc||l;return t.selected?c||e:u||(c?e:s.addOpacity(e,d))},e},y.selectedPointStyle=function(t,e){if(t.size()&&e.selectedpoints){var r=y.makeSelectedPointStyleFns(e),i=e.marker||{},a=[];r.selectedOpacityFn&&a.push((function(t,e){t.style(\"opacity\",r.selectedOpacityFn(e))})),r.selectedColorFn&&a.push((function(t,e){s.fill(t,r.selectedColorFn(e))})),r.selectedSizeFn&&a.push((function(t,e){var n=e.mx||i.symbol||0,a=r.selectedSizeFn(e);t.attr(\"d\",_(y.symbolNumber(n),a)),e.mrc2=a})),a.length&&t.each((function(t){for(var e=n.select(this),r=0;r<a.length;r++)a[r](e,t)}))}},y.tryColorscale=function(t,e){var r=e?c.nestedProperty(t,e).get():t;if(r){var n=r.color;if((r.colorscale||r._colorAx)&&c.isArrayOrTypedArray(n))return l.makeColorScaleFuncFromTrace(r)}return c.identity};var A={start:1,end:-1,middle:0,bottom:1,top:-1};function S(t,e,r,i){var a=n.select(t.node().parentNode),o=-1!==e.indexOf(\"top\")?\"top\":-1!==e.indexOf(\"bottom\")?\"bottom\":\"middle\",s=-1!==e.indexOf(\"left\")?\"end\":-1!==e.indexOf(\"right\")?\"start\":\"middle\",l=i?i/.8+1:0,c=(f.lineCount(t)-1)*p+1,h=A[s]*l,d=.75*r+A[o]*l+(A[o]-1)*c*r/2;t.attr(\"text-anchor\",s),a.attr(\"transform\",u(h,d))}function E(t,e){var r=t.ts||e.textfont.size;return i(r)&&r>0?r:0}y.textPointStyle=function(t,e,r){if(t.size()){var i;if(e.selectedpoints){var a=y.makeSelectedTextStyleFns(e);i=a.selectedTextColorFn}var o=e.texttemplate,s=r._fullLayout;t.each((function(t){var a=n.select(this),l=o?c.extractOption(t,e,\"txt\",\"texttemplate\"):c.extractOption(t,e,\"tx\",\"text\");if(l||0===l){if(o){var u=e._module.formatLabels?e._module.formatLabels(t,e,s):{},h={};v(h,e,t.i);var p=e._meta||{};l=c.texttemplateString(l,u,s._d3locale,h,t,p)}var d=t.tp||e.textposition,g=E(t,e),m=i?i(t):t.tc||e.textfont.color;a.call(y.font,t.tf||e.textfont.family,g,m).text(l).call(f.convertToTspans,r).call(S,d,g,t.mrc)}else a.remove()}))}},y.selectedTextStyle=function(t,e){if(t.size()&&e.selectedpoints){var r=y.makeSelectedTextStyleFns(e);t.each((function(t){var i=n.select(this),a=r.selectedTextColorFn(t),o=t.tp||e.textposition,l=E(t,e);s.fill(i,a),S(i,o,l,t.mrc2||t.mrc)}))}};function C(t,e,r,i){var a=t[0]-e[0],o=t[1]-e[1],s=r[0]-e[0],l=r[1]-e[1],c=Math.pow(a*a+o*o,.25),u=Math.pow(s*s+l*l,.25),f=(u*u*a-c*c*s)*i,h=(u*u*o-c*c*l)*i,p=3*u*(c+u),d=3*c*(c+u);return[[n.round(e[0]+(p&&f/p),2),n.round(e[1]+(p&&h/p),2)],[n.round(e[0]-(d&&f/d),2),n.round(e[1]-(d&&h/d),2)]]}y.smoothopen=function(t,e){if(t.length<3)return\"M\"+t.join(\"L\");var r,n=\"M\"+t[0],i=[];for(r=1;r<t.length-1;r++)i.push(C(t[r-1],t[r],t[r+1],e));for(n+=\"Q\"+i[0][0]+\" \"+t[1],r=2;r<t.length-1;r++)n+=\"C\"+i[r-2][1]+\" \"+i[r-1][0]+\" \"+t[r];return n+=\"Q\"+i[t.length-3][1]+\" \"+t[t.length-1]},y.smoothclosed=function(t,e){if(t.length<3)return\"M\"+t.join(\"L\")+\"Z\";var r,n=\"M\"+t[0],i=t.length-1,a=[C(t[i],t[0],t[1],e)];for(r=1;r<i;r++)a.push(C(t[r-1],t[r],t[r+1],e));for(a.push(C(t[i-1],t[i],t[0],e)),r=1;r<=i;r++)n+=\"C\"+a[r-1][1]+\" \"+a[r][0]+\" \"+t[r];return n+=\"C\"+a[i][1]+\" \"+a[0][0]+\" \"+t[0]+\"Z\"};var L={hv:function(t,e){return\"H\"+n.round(e[0],2)+\"V\"+n.round(e[1],2)},vh:function(t,e){return\"V\"+n.round(e[1],2)+\"H\"+n.round(e[0],2)},hvh:function(t,e){return\"H\"+n.round((t[0]+e[0])/2,2)+\"V\"+n.round(e[1],2)+\"H\"+n.round(e[0],2)},vhv:function(t,e){return\"V\"+n.round((t[1]+e[1])/2,2)+\"H\"+n.round(e[0],2)+\"V\"+n.round(e[1],2)}},I=function(t,e){return\"L\"+n.round(e[0],2)+\",\"+n.round(e[1],2)};y.steps=function(t){var e=L[t]||I;return function(t){for(var r=\"M\"+n.round(t[0][0],2)+\",\"+n.round(t[0][1],2),i=1;i<t.length;i++)r+=e(t[i-1],t[i]);return r}},y.makeTester=function(){var t=c.ensureSingleById(n.select(\"body\"),\"svg\",\"js-plotly-tester\",(function(t){t.attr(h.svgAttrs).style({position:\"absolute\",left:\"-10000px\",top:\"-10000px\",width:\"9000px\",height:\"9000px\",\"z-index\":\"1\"})})),e=c.ensureSingle(t,\"path\",\"js-reference-point\",(function(t){t.attr(\"d\",\"M0,0H1V1H0Z\").style({\"stroke-width\":0,fill:\"black\"})}));y.tester=t,y.testref=e},y.savedBBoxes={};var P=0;function z(t){var e=t.getAttribute(\"data-unformatted\");if(null!==e)return e+t.getAttribute(\"data-math\")+t.getAttribute(\"text-anchor\")+t.getAttribute(\"style\")}function O(t,e){if(!t)return null;var r=e._context;return\"url('\"+(r._exportedPlot?\"\":r._baseUrl||\"\")+\"#\"+t+\"')\"}y.bBox=function(t,e,r){var i,a,o;if(r||(r=z(t)),r){if(i=y.savedBBoxes[r])return c.extendFlat({},i)}else if(1===t.childNodes.length){var s=t.childNodes[0];if(r=z(s)){var l=+s.getAttribute(\"x\")||0,u=+s.getAttribute(\"y\")||0,h=s.getAttribute(\"transform\");if(!h){var p=y.bBox(s,!1,r);return l&&(p.left+=l,p.right+=l),u&&(p.top+=u,p.bottom+=u),p}if(r+=\"~\"+l+\"~\"+u+\"~\"+h,i=y.savedBBoxes[r])return c.extendFlat({},i)}}e?a=t:(o=y.tester.node(),a=t.cloneNode(!0),o.appendChild(a)),n.select(a).attr(\"transform\",null).call(f.positionText,0,0);var d=a.getBoundingClientRect(),g=y.testref.node().getBoundingClientRect();e||o.removeChild(a);var m={height:d.height,width:d.width,left:d.left-g.left,top:d.top-g.top,right:d.right-g.left,bottom:d.bottom-g.top};return P>=1e4&&(y.savedBBoxes={},P=0),r&&(y.savedBBoxes[r]=m),P++,c.extendFlat({},m)},y.setClipUrl=function(t,e,r){t.attr(\"clip-path\",O(e,r))},y.getTranslate=function(t){var e=(t[t.attr?\"attr\":\"getAttribute\"](\"transform\")||\"\").replace(/.*\\btranslate\\((-?\\d*\\.?\\d*)[^-\\d]*(-?\\d*\\.?\\d*)[^\\d].*/,(function(t,e,r){return[e,r].join(\" \")})).split(\" \");return{x:+e[0]||0,y:+e[1]||0}},y.setTranslate=function(t,e,r){var n=t.attr?\"attr\":\"getAttribute\",i=t.attr?\"attr\":\"setAttribute\",a=t[n](\"transform\")||\"\";return e=e||0,r=r||0,a=a.replace(/(\\btranslate\\(.*?\\);?)/,\"\").trim(),a=(a+=u(e,r)).trim(),t[i](\"transform\",a),a},y.getScale=function(t){var e=(t[t.attr?\"attr\":\"getAttribute\"](\"transform\")||\"\").replace(/.*\\bscale\\((\\d*\\.?\\d*)[^\\d]*(\\d*\\.?\\d*)[^\\d].*/,(function(t,e,r){return[e,r].join(\" \")})).split(\" \");return{x:+e[0]||1,y:+e[1]||1}},y.setScale=function(t,e,r){var n=t.attr?\"attr\":\"getAttribute\",i=t.attr?\"attr\":\"setAttribute\",a=t[n](\"transform\")||\"\";return e=e||1,r=r||1,a=a.replace(/(\\bscale\\(.*?\\);?)/,\"\").trim(),a=(a+=\"scale(\"+e+\",\"+r+\")\").trim(),t[i](\"transform\",a),a};var D=/\\s*sc.*/;y.setPointGroupScale=function(t,e,r){if(e=e||1,r=r||1,t){var n=1===e&&1===r?\"\":\"scale(\"+e+\",\"+r+\")\";t.each((function(){var t=(this.getAttribute(\"transform\")||\"\").replace(D,\"\");t=(t+=n).trim(),this.setAttribute(\"transform\",t)}))}};var R=/translate\\([^)]*\\)\\s*$/;y.setTextPointsScale=function(t,e,r){t&&t.each((function(){var t,i=n.select(this),a=i.select(\"text\");if(a.node()){var o=parseFloat(a.attr(\"x\")||0),s=parseFloat(a.attr(\"y\")||0),l=(i.attr(\"transform\")||\"\").match(R);t=1===e&&1===r?[]:[u(o,s),\"scale(\"+e+\",\"+r+\")\",u(-o,-s)],l&&t.push(l),i.attr(\"transform\",t.join(\"\"))}}))}},{\"../../components/fx/helpers\":679,\"../../constants/alignment\":745,\"../../constants/interactions\":752,\"../../constants/xmlns_namespaces\":754,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../../registry\":911,\"../../traces/scatter/make_bubble_size_func\":1204,\"../../traces/scatter/subtypes\":1212,\"../color\":643,\"../colorscale\":655,\"./symbol_defs\":666,d3:169,\"fast-isnumeric\":241,tinycolor2:576}],666:[function(t,e,r){\"use strict\";var n=t(\"d3\");e.exports={circle:{n:0,f:function(t){var e=n.round(t,2);return\"M\"+e+\",0A\"+e+\",\"+e+\" 0 1,1 0,-\"+e+\"A\"+e+\",\"+e+\" 0 0,1 \"+e+\",0Z\"}},square:{n:1,f:function(t){var e=n.round(t,2);return\"M\"+e+\",\"+e+\"H-\"+e+\"V-\"+e+\"H\"+e+\"Z\"}},diamond:{n:2,f:function(t){var e=n.round(1.3*t,2);return\"M\"+e+\",0L0,\"+e+\"L-\"+e+\",0L0,-\"+e+\"Z\"}},cross:{n:3,f:function(t){var e=n.round(.4*t,2),r=n.round(1.2*t,2);return\"M\"+r+\",\"+e+\"H\"+e+\"V\"+r+\"H-\"+e+\"V\"+e+\"H-\"+r+\"V-\"+e+\"H-\"+e+\"V-\"+r+\"H\"+e+\"V-\"+e+\"H\"+r+\"Z\"}},x:{n:4,f:function(t){var e=n.round(.8*t/Math.sqrt(2),2),r=\"l\"+e+\",\"+e,i=\"l\"+e+\",-\"+e,a=\"l-\"+e+\",-\"+e,o=\"l-\"+e+\",\"+e;return\"M0,\"+e+r+i+a+i+a+o+a+o+r+o+r+\"Z\"}},\"triangle-up\":{n:5,f:function(t){var e=n.round(2*t/Math.sqrt(3),2);return\"M-\"+e+\",\"+n.round(t/2,2)+\"H\"+e+\"L0,-\"+n.round(t,2)+\"Z\"}},\"triangle-down\":{n:6,f:function(t){var e=n.round(2*t/Math.sqrt(3),2);return\"M-\"+e+\",-\"+n.round(t/2,2)+\"H\"+e+\"L0,\"+n.round(t,2)+\"Z\"}},\"triangle-left\":{n:7,f:function(t){var e=n.round(2*t/Math.sqrt(3),2);return\"M\"+n.round(t/2,2)+\",-\"+e+\"V\"+e+\"L-\"+n.round(t,2)+\",0Z\"}},\"triangle-right\":{n:8,f:function(t){var e=n.round(2*t/Math.sqrt(3),2);return\"M-\"+n.round(t/2,2)+\",-\"+e+\"V\"+e+\"L\"+n.round(t,2)+\",0Z\"}},\"triangle-ne\":{n:9,f:function(t){var e=n.round(.6*t,2),r=n.round(1.2*t,2);return\"M-\"+r+\",-\"+e+\"H\"+e+\"V\"+r+\"Z\"}},\"triangle-se\":{n:10,f:function(t){var e=n.round(.6*t,2),r=n.round(1.2*t,2);return\"M\"+e+\",-\"+r+\"V\"+e+\"H-\"+r+\"Z\"}},\"triangle-sw\":{n:11,f:function(t){var e=n.round(.6*t,2),r=n.round(1.2*t,2);return\"M\"+r+\",\"+e+\"H-\"+e+\"V-\"+r+\"Z\"}},\"triangle-nw\":{n:12,f:function(t){var e=n.round(.6*t,2),r=n.round(1.2*t,2);return\"M-\"+e+\",\"+r+\"V-\"+e+\"H\"+r+\"Z\"}},pentagon:{n:13,f:function(t){var e=n.round(.951*t,2),r=n.round(.588*t,2),i=n.round(-t,2),a=n.round(-.309*t,2);return\"M\"+e+\",\"+a+\"L\"+r+\",\"+n.round(.809*t,2)+\"H-\"+r+\"L-\"+e+\",\"+a+\"L0,\"+i+\"Z\"}},hexagon:{n:14,f:function(t){var e=n.round(t,2),r=n.round(t/2,2),i=n.round(t*Math.sqrt(3)/2,2);return\"M\"+i+\",-\"+r+\"V\"+r+\"L0,\"+e+\"L-\"+i+\",\"+r+\"V-\"+r+\"L0,-\"+e+\"Z\"}},hexagon2:{n:15,f:function(t){var e=n.round(t,2),r=n.round(t/2,2),i=n.round(t*Math.sqrt(3)/2,2);return\"M-\"+r+\",\"+i+\"H\"+r+\"L\"+e+\",0L\"+r+\",-\"+i+\"H-\"+r+\"L-\"+e+\",0Z\"}},octagon:{n:16,f:function(t){var e=n.round(.924*t,2),r=n.round(.383*t,2);return\"M-\"+r+\",-\"+e+\"H\"+r+\"L\"+e+\",-\"+r+\"V\"+r+\"L\"+r+\",\"+e+\"H-\"+r+\"L-\"+e+\",\"+r+\"V-\"+r+\"Z\"}},star:{n:17,f:function(t){var e=1.4*t,r=n.round(.225*e,2),i=n.round(.951*e,2),a=n.round(.363*e,2),o=n.round(.588*e,2),s=n.round(-e,2),l=n.round(-.309*e,2),c=n.round(.118*e,2),u=n.round(.809*e,2);return\"M\"+r+\",\"+l+\"H\"+i+\"L\"+a+\",\"+c+\"L\"+o+\",\"+u+\"L0,\"+n.round(.382*e,2)+\"L-\"+o+\",\"+u+\"L-\"+a+\",\"+c+\"L-\"+i+\",\"+l+\"H-\"+r+\"L0,\"+s+\"Z\"}},hexagram:{n:18,f:function(t){var e=n.round(.66*t,2),r=n.round(.38*t,2),i=n.round(.76*t,2);return\"M-\"+i+\",0l-\"+r+\",-\"+e+\"h\"+i+\"l\"+r+\",-\"+e+\"l\"+r+\",\"+e+\"h\"+i+\"l-\"+r+\",\"+e+\"l\"+r+\",\"+e+\"h-\"+i+\"l-\"+r+\",\"+e+\"l-\"+r+\",-\"+e+\"h-\"+i+\"Z\"}},\"star-triangle-up\":{n:19,f:function(t){var e=n.round(t*Math.sqrt(3)*.8,2),r=n.round(.8*t,2),i=n.round(1.6*t,2),a=n.round(4*t,2),o=\"A \"+a+\",\"+a+\" 0 0 1 \";return\"M-\"+e+\",\"+r+o+e+\",\"+r+o+\"0,-\"+i+o+\"-\"+e+\",\"+r+\"Z\"}},\"star-triangle-down\":{n:20,f:function(t){var e=n.round(t*Math.sqrt(3)*.8,2),r=n.round(.8*t,2),i=n.round(1.6*t,2),a=n.round(4*t,2),o=\"A \"+a+\",\"+a+\" 0 0 1 \";return\"M\"+e+\",-\"+r+o+\"-\"+e+\",-\"+r+o+\"0,\"+i+o+e+\",-\"+r+\"Z\"}},\"star-square\":{n:21,f:function(t){var e=n.round(1.1*t,2),r=n.round(2*t,2),i=\"A \"+r+\",\"+r+\" 0 0 1 \";return\"M-\"+e+\",-\"+e+i+\"-\"+e+\",\"+e+i+e+\",\"+e+i+e+\",-\"+e+i+\"-\"+e+\",-\"+e+\"Z\"}},\"star-diamond\":{n:22,f:function(t){var e=n.round(1.4*t,2),r=n.round(1.9*t,2),i=\"A \"+r+\",\"+r+\" 0 0 1 \";return\"M-\"+e+\",0\"+i+\"0,\"+e+i+e+\",0\"+i+\"0,-\"+e+i+\"-\"+e+\",0Z\"}},\"diamond-tall\":{n:23,f:function(t){var e=n.round(.7*t,2),r=n.round(1.4*t,2);return\"M0,\"+r+\"L\"+e+\",0L0,-\"+r+\"L-\"+e+\",0Z\"}},\"diamond-wide\":{n:24,f:function(t){var e=n.round(1.4*t,2),r=n.round(.7*t,2);return\"M0,\"+r+\"L\"+e+\",0L0,-\"+r+\"L-\"+e+\",0Z\"}},hourglass:{n:25,f:function(t){var e=n.round(t,2);return\"M\"+e+\",\"+e+\"H-\"+e+\"L\"+e+\",-\"+e+\"H-\"+e+\"Z\"},noDot:!0},bowtie:{n:26,f:function(t){var e=n.round(t,2);return\"M\"+e+\",\"+e+\"V-\"+e+\"L-\"+e+\",\"+e+\"V-\"+e+\"Z\"},noDot:!0},\"circle-cross\":{n:27,f:function(t){var e=n.round(t,2);return\"M0,\"+e+\"V-\"+e+\"M\"+e+\",0H-\"+e+\"M\"+e+\",0A\"+e+\",\"+e+\" 0 1,1 0,-\"+e+\"A\"+e+\",\"+e+\" 0 0,1 \"+e+\",0Z\"},needLine:!0,noDot:!0},\"circle-x\":{n:28,f:function(t){var e=n.round(t,2),r=n.round(t/Math.sqrt(2),2);return\"M\"+r+\",\"+r+\"L-\"+r+\",-\"+r+\"M\"+r+\",-\"+r+\"L-\"+r+\",\"+r+\"M\"+e+\",0A\"+e+\",\"+e+\" 0 1,1 0,-\"+e+\"A\"+e+\",\"+e+\" 0 0,1 \"+e+\",0Z\"},needLine:!0,noDot:!0},\"square-cross\":{n:29,f:function(t){var e=n.round(t,2);return\"M0,\"+e+\"V-\"+e+\"M\"+e+\",0H-\"+e+\"M\"+e+\",\"+e+\"H-\"+e+\"V-\"+e+\"H\"+e+\"Z\"},needLine:!0,noDot:!0},\"square-x\":{n:30,f:function(t){var e=n.round(t,2);return\"M\"+e+\",\"+e+\"L-\"+e+\",-\"+e+\"M\"+e+\",-\"+e+\"L-\"+e+\",\"+e+\"M\"+e+\",\"+e+\"H-\"+e+\"V-\"+e+\"H\"+e+\"Z\"},needLine:!0,noDot:!0},\"diamond-cross\":{n:31,f:function(t){var e=n.round(1.3*t,2);return\"M\"+e+\",0L0,\"+e+\"L-\"+e+\",0L0,-\"+e+\"ZM0,-\"+e+\"V\"+e+\"M-\"+e+\",0H\"+e},needLine:!0,noDot:!0},\"diamond-x\":{n:32,f:function(t){var e=n.round(1.3*t,2),r=n.round(.65*t,2);return\"M\"+e+\",0L0,\"+e+\"L-\"+e+\",0L0,-\"+e+\"ZM-\"+r+\",-\"+r+\"L\"+r+\",\"+r+\"M-\"+r+\",\"+r+\"L\"+r+\",-\"+r},needLine:!0,noDot:!0},\"cross-thin\":{n:33,f:function(t){var e=n.round(1.4*t,2);return\"M0,\"+e+\"V-\"+e+\"M\"+e+\",0H-\"+e},needLine:!0,noDot:!0,noFill:!0},\"x-thin\":{n:34,f:function(t){var e=n.round(t,2);return\"M\"+e+\",\"+e+\"L-\"+e+\",-\"+e+\"M\"+e+\",-\"+e+\"L-\"+e+\",\"+e},needLine:!0,noDot:!0,noFill:!0},asterisk:{n:35,f:function(t){var e=n.round(1.2*t,2),r=n.round(.85*t,2);return\"M0,\"+e+\"V-\"+e+\"M\"+e+\",0H-\"+e+\"M\"+r+\",\"+r+\"L-\"+r+\",-\"+r+\"M\"+r+\",-\"+r+\"L-\"+r+\",\"+r},needLine:!0,noDot:!0,noFill:!0},hash:{n:36,f:function(t){var e=n.round(t/2,2),r=n.round(t,2);return\"M\"+e+\",\"+r+\"V-\"+r+\"m-\"+r+\",0V\"+r+\"M\"+r+\",\"+e+\"H-\"+r+\"m0,-\"+r+\"H\"+r},needLine:!0,noFill:!0},\"y-up\":{n:37,f:function(t){var e=n.round(1.2*t,2),r=n.round(1.6*t,2),i=n.round(.8*t,2);return\"M-\"+e+\",\"+i+\"L0,0M\"+e+\",\"+i+\"L0,0M0,-\"+r+\"L0,0\"},needLine:!0,noDot:!0,noFill:!0},\"y-down\":{n:38,f:function(t){var e=n.round(1.2*t,2),r=n.round(1.6*t,2),i=n.round(.8*t,2);return\"M-\"+e+\",-\"+i+\"L0,0M\"+e+\",-\"+i+\"L0,0M0,\"+r+\"L0,0\"},needLine:!0,noDot:!0,noFill:!0},\"y-left\":{n:39,f:function(t){var e=n.round(1.2*t,2),r=n.round(1.6*t,2),i=n.round(.8*t,2);return\"M\"+i+\",\"+e+\"L0,0M\"+i+\",-\"+e+\"L0,0M-\"+r+\",0L0,0\"},needLine:!0,noDot:!0,noFill:!0},\"y-right\":{n:40,f:function(t){var e=n.round(1.2*t,2),r=n.round(1.6*t,2),i=n.round(.8*t,2);return\"M-\"+i+\",\"+e+\"L0,0M-\"+i+\",-\"+e+\"L0,0M\"+r+\",0L0,0\"},needLine:!0,noDot:!0,noFill:!0},\"line-ew\":{n:41,f:function(t){var e=n.round(1.4*t,2);return\"M\"+e+\",0H-\"+e},needLine:!0,noDot:!0,noFill:!0},\"line-ns\":{n:42,f:function(t){var e=n.round(1.4*t,2);return\"M0,\"+e+\"V-\"+e},needLine:!0,noDot:!0,noFill:!0},\"line-ne\":{n:43,f:function(t){var e=n.round(t,2);return\"M\"+e+\",-\"+e+\"L-\"+e+\",\"+e},needLine:!0,noDot:!0,noFill:!0},\"line-nw\":{n:44,f:function(t){var e=n.round(t,2);return\"M\"+e+\",\"+e+\"L-\"+e+\",-\"+e},needLine:!0,noDot:!0,noFill:!0},\"arrow-up\":{n:45,f:function(t){var e=n.round(t,2);return\"M0,0L-\"+e+\",\"+n.round(2*t,2)+\"H\"+e+\"Z\"},noDot:!0},\"arrow-down\":{n:46,f:function(t){var e=n.round(t,2);return\"M0,0L-\"+e+\",-\"+n.round(2*t,2)+\"H\"+e+\"Z\"},noDot:!0},\"arrow-left\":{n:47,f:function(t){var e=n.round(2*t,2),r=n.round(t,2);return\"M0,0L\"+e+\",-\"+r+\"V\"+r+\"Z\"},noDot:!0},\"arrow-right\":{n:48,f:function(t){var e=n.round(2*t,2),r=n.round(t,2);return\"M0,0L-\"+e+\",-\"+r+\"V\"+r+\"Z\"},noDot:!0},\"arrow-bar-up\":{n:49,f:function(t){var e=n.round(t,2);return\"M-\"+e+\",0H\"+e+\"M0,0L-\"+e+\",\"+n.round(2*t,2)+\"H\"+e+\"Z\"},needLine:!0,noDot:!0},\"arrow-bar-down\":{n:50,f:function(t){var e=n.round(t,2);return\"M-\"+e+\",0H\"+e+\"M0,0L-\"+e+\",-\"+n.round(2*t,2)+\"H\"+e+\"Z\"},needLine:!0,noDot:!0},\"arrow-bar-left\":{n:51,f:function(t){var e=n.round(2*t,2),r=n.round(t,2);return\"M0,-\"+r+\"V\"+r+\"M0,0L\"+e+\",-\"+r+\"V\"+r+\"Z\"},needLine:!0,noDot:!0},\"arrow-bar-right\":{n:52,f:function(t){var e=n.round(2*t,2),r=n.round(t,2);return\"M0,-\"+r+\"V\"+r+\"M0,0L-\"+e+\",-\"+r+\"V\"+r+\"Z\"},needLine:!0,noDot:!0}}},{d3:169}],667:[function(t,e,r){\"use strict\";e.exports={visible:{valType:\"boolean\",editType:\"calc\"},type:{valType:\"enumerated\",values:[\"percent\",\"constant\",\"sqrt\",\"data\"],editType:\"calc\"},symmetric:{valType:\"boolean\",editType:\"calc\"},array:{valType:\"data_array\",editType:\"calc\"},arrayminus:{valType:\"data_array\",editType:\"calc\"},value:{valType:\"number\",min:0,dflt:10,editType:\"calc\"},valueminus:{valType:\"number\",min:0,dflt:10,editType:\"calc\"},traceref:{valType:\"integer\",min:0,dflt:0,editType:\"style\"},tracerefminus:{valType:\"integer\",min:0,dflt:0,editType:\"style\"},copy_ystyle:{valType:\"boolean\",editType:\"plot\"},copy_zstyle:{valType:\"boolean\",editType:\"style\"},color:{valType:\"color\",editType:\"style\"},thickness:{valType:\"number\",min:0,dflt:2,editType:\"style\"},width:{valType:\"number\",min:0,editType:\"plot\"},editType:\"calc\",_deprecated:{opacity:{valType:\"number\",editType:\"style\"}}}},{}],668:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../registry\"),a=t(\"../../plots/cartesian/axes\"),o=t(\"../../lib\"),s=t(\"./compute_error\");function l(t,e,r,i){var l=e[\"error_\"+i]||{},c=[];if(l.visible&&-1!==[\"linear\",\"log\"].indexOf(r.type)){for(var u=s(l),f=0;f<t.length;f++){var h=t[f],p=h.i;if(void 0===p)p=f;else if(null===p)continue;var d=h[i];if(n(r.c2l(d))){var g=u(d,p);if(n(g[0])&&n(g[1])){var m=h[i+\"s\"]=d-g[0],v=h[i+\"h\"]=d+g[1];c.push(m,v)}}}var y=r._id,x=e._extremes[y],b=a.findExtremes(r,c,o.extendFlat({tozero:x.opts.tozero},{padded:!0}));x.min=x.min.concat(b.min),x.max=x.max.concat(b.max)}}e.exports=function(t){for(var e=t.calcdata,r=0;r<e.length;r++){var n=e[r],o=n[0].trace;if(!0===o.visible&&i.traceIs(o,\"errorBarsOK\")){var s=a.getFromId(t,o.xaxis),c=a.getFromId(t,o.yaxis);l(n,o,s,\"x\"),l(n,o,c,\"y\")}}}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"../../registry\":911,\"./compute_error\":669,\"fast-isnumeric\":241}],669:[function(t,e,r){\"use strict\";function n(t,e){return\"percent\"===t?function(t){return Math.abs(t*e/100)}:\"constant\"===t?function(){return Math.abs(e)}:\"sqrt\"===t?function(t){return Math.sqrt(Math.abs(t))}:void 0}e.exports=function(t){var e=t.type,r=t.symmetric;if(\"data\"===e){var i=t.array||[];if(r)return function(t,e){var r=+i[e];return[r,r]};var a=t.arrayminus||[];return function(t,e){var r=+i[e],n=+a[e];return isNaN(r)&&isNaN(n)?[NaN,NaN]:[n||0,r||0]}}var o=n(e,t.value),s=n(e,t.valueminus);return r||void 0===t.valueminus?function(t){var e=o(t);return[e,e]}:function(t){return[s(t),o(t)]}}},{}],670:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../registry\"),a=t(\"../../lib\"),o=t(\"../../plot_api/plot_template\"),s=t(\"./attributes\");e.exports=function(t,e,r,l){var c=\"error_\"+l.axis,u=o.newContainer(e,c),f=t[c]||{};function h(t,e){return a.coerce(f,u,s,t,e)}if(!1!==h(\"visible\",void 0!==f.array||void 0!==f.value||\"sqrt\"===f.type)){var p=h(\"type\",\"array\"in f?\"data\":\"percent\"),d=!0;\"sqrt\"!==p&&(d=h(\"symmetric\",!((\"data\"===p?\"arrayminus\":\"valueminus\")in f))),\"data\"===p?(h(\"array\"),h(\"traceref\"),d||(h(\"arrayminus\"),h(\"tracerefminus\"))):\"percent\"!==p&&\"constant\"!==p||(h(\"value\"),d||h(\"valueminus\"));var g=\"copy_\"+l.inherit+\"style\";if(l.inherit)(e[\"error_\"+l.inherit]||{}).visible&&h(g,!(f.color||n(f.thickness)||n(f.width)));l.inherit&&u[g]||(h(\"color\",r),h(\"thickness\"),h(\"width\",i.traceIs(e,\"gl3d\")?0:4))}}},{\"../../lib\":778,\"../../plot_api/plot_template\":817,\"../../registry\":911,\"./attributes\":667,\"fast-isnumeric\":241}],671:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"./attributes\"),o={error_x:n.extendFlat({},a),error_y:n.extendFlat({},a)};delete o.error_x.copy_zstyle,delete o.error_y.copy_zstyle,delete o.error_y.copy_ystyle;var s={error_x:n.extendFlat({},a),error_y:n.extendFlat({},a),error_z:n.extendFlat({},a)};delete s.error_x.copy_ystyle,delete s.error_y.copy_ystyle,delete s.error_z.copy_ystyle,delete s.error_z.copy_zstyle,e.exports={moduleType:\"component\",name:\"errorbars\",schema:{traces:{scatter:o,bar:o,histogram:o,scatter3d:i(s,\"calc\",\"nested\"),scattergl:i(o,\"calc\",\"nested\")}},supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),makeComputeError:t(\"./compute_error\"),plot:t(\"./plot\"),style:t(\"./style\"),hoverInfo:function(t,e,r){(e.error_y||{}).visible&&(r.yerr=t.yh-t.y,e.error_y.symmetric||(r.yerrneg=t.y-t.ys));(e.error_x||{}).visible&&(r.xerr=t.xh-t.x,e.error_x.symmetric||(r.xerrneg=t.x-t.xs))}}},{\"../../lib\":778,\"../../plot_api/edit_types\":810,\"./attributes\":667,\"./calc\":668,\"./compute_error\":669,\"./defaults\":670,\"./plot\":672,\"./style\":673}],672:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"fast-isnumeric\"),a=t(\"../drawing\"),o=t(\"../../traces/scatter/subtypes\");e.exports=function(t,e,r,s){var l=r.xaxis,c=r.yaxis,u=s&&s.duration>0;e.each((function(e){var f,h=e[0].trace,p=h.error_x||{},d=h.error_y||{};h.ids&&(f=function(t){return t.id});var g=o.hasMarkers(h)&&h.marker.maxdisplayed>0;d.visible||p.visible||(e=[]);var m=n.select(this).selectAll(\"g.errorbar\").data(e,f);if(m.exit().remove(),e.length){p.visible||m.selectAll(\"path.xerror\").remove(),d.visible||m.selectAll(\"path.yerror\").remove(),m.style(\"opacity\",1);var v=m.enter().append(\"g\").classed(\"errorbar\",!0);u&&v.style(\"opacity\",0).transition().duration(s.duration).style(\"opacity\",1),a.setClipUrl(m,r.layerClipId,t),m.each((function(t){var e=n.select(this),r=function(t,e,r){var n={x:e.c2p(t.x),y:r.c2p(t.y)};void 0!==t.yh&&(n.yh=r.c2p(t.yh),n.ys=r.c2p(t.ys),i(n.ys)||(n.noYS=!0,n.ys=r.c2p(t.ys,!0)));void 0!==t.xh&&(n.xh=e.c2p(t.xh),n.xs=e.c2p(t.xs),i(n.xs)||(n.noXS=!0,n.xs=e.c2p(t.xs,!0)));return n}(t,l,c);if(!g||t.vis){var a,o=e.select(\"path.yerror\");if(d.visible&&i(r.x)&&i(r.yh)&&i(r.ys)){var f=d.width;a=\"M\"+(r.x-f)+\",\"+r.yh+\"h\"+2*f+\"m-\"+f+\",0V\"+r.ys,r.noYS||(a+=\"m-\"+f+\",0h\"+2*f),!o.size()?o=e.append(\"path\").style(\"vector-effect\",\"non-scaling-stroke\").classed(\"yerror\",!0):u&&(o=o.transition().duration(s.duration).ease(s.easing)),o.attr(\"d\",a)}else o.remove();var h=e.select(\"path.xerror\");if(p.visible&&i(r.y)&&i(r.xh)&&i(r.xs)){var m=(p.copy_ystyle?d:p).width;a=\"M\"+r.xh+\",\"+(r.y-m)+\"v\"+2*m+\"m0,-\"+m+\"H\"+r.xs,r.noXS||(a+=\"m0,-\"+m+\"v\"+2*m),!h.size()?h=e.append(\"path\").style(\"vector-effect\",\"non-scaling-stroke\").classed(\"xerror\",!0):u&&(h=h.transition().duration(s.duration).ease(s.easing)),h.attr(\"d\",a)}else h.remove()}}))}}))}},{\"../../traces/scatter/subtypes\":1212,\"../drawing\":665,d3:169,\"fast-isnumeric\":241}],673:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../color\");e.exports=function(t){t.each((function(t){var e=t[0].trace,r=e.error_y||{},a=e.error_x||{},o=n.select(this);o.selectAll(\"path.yerror\").style(\"stroke-width\",r.thickness+\"px\").call(i.stroke,r.color),a.copy_ystyle&&(a=r),o.selectAll(\"path.xerror\").style(\"stroke-width\",a.thickness+\"px\").call(i.stroke,a.color)}))}},{\"../color\":643,d3:169}],674:[function(t,e,r){\"use strict\";var n=t(\"../../plots/font_attributes\"),i=t(\"./layout_attributes\").hoverlabel,a=t(\"../../lib/extend\").extendFlat;e.exports={hoverlabel:{bgcolor:a({},i.bgcolor,{arrayOk:!0}),bordercolor:a({},i.bordercolor,{arrayOk:!0}),font:n({arrayOk:!0,editType:\"none\"}),align:a({},i.align,{arrayOk:!0}),namelength:a({},i.namelength,{arrayOk:!0}),editType:\"none\"}}},{\"../../lib/extend\":768,\"../../plots/font_attributes\":856,\"./layout_attributes\":684}],675:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../registry\");function a(t,e,r,i){i=i||n.identity,Array.isArray(t)&&(e[0][r]=i(t))}e.exports=function(t){var e=t.calcdata,r=t._fullLayout;function o(t){return function(e){return n.coerceHoverinfo({hoverinfo:e},{_module:t._module},r)}}for(var s=0;s<e.length;s++){var l=e[s],c=l[0].trace;if(!i.traceIs(c,\"pie-like\")){var u=i.traceIs(c,\"2dMap\")?a:n.fillArray;u(c.hoverinfo,l,\"hi\",o(c)),c.hovertemplate&&u(c.hovertemplate,l,\"ht\"),c.hoverlabel&&(u(c.hoverlabel.bgcolor,l,\"hbg\"),u(c.hoverlabel.bordercolor,l,\"hbc\"),u(c.hoverlabel.font.size,l,\"hts\"),u(c.hoverlabel.font.color,l,\"htc\"),u(c.hoverlabel.font.family,l,\"htf\"),u(c.hoverlabel.namelength,l,\"hnl\"),u(c.hoverlabel.align,l,\"hta\"))}}}},{\"../../lib\":778,\"../../registry\":911}],676:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"./hover\").hover;e.exports=function(t,e,r){var a=n.getComponentMethod(\"annotations\",\"onClick\")(t,t._hoverdata);function o(){t.emit(\"plotly_click\",{points:t._hoverdata,event:e})}void 0!==r&&i(t,e,r,!0),t._hoverdata&&e&&e.target&&(a&&a.then?a.then(o):o(),e.stopImmediatePropagation&&e.stopImmediatePropagation())}},{\"../../registry\":911,\"./hover\":680}],677:[function(t,e,r){\"use strict\";e.exports={YANGLE:60,HOVERARROWSIZE:6,HOVERTEXTPAD:3,HOVERFONTSIZE:13,HOVERFONT:\"Arial, sans-serif\",HOVERMINTIME:50,HOVERID:\"-hover\"}},{}],678:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./attributes\"),a=t(\"./hoverlabel_defaults\");e.exports=function(t,e,r,o){var s=n.extendFlat({},o.hoverlabel);e.hovertemplate&&(s.namelength=-1),a(t,e,(function(r,a){return n.coerce(t,e,i,r,a)}),s)}},{\"../../lib\":778,\"./attributes\":674,\"./hoverlabel_defaults\":681}],679:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");r.getSubplot=function(t){return t.subplot||t.xaxis+t.yaxis||t.geo},r.isTraceInSubplots=function(t,e){if(\"splom\"===t.type){for(var n=t.xaxes||[],i=t.yaxes||[],a=0;a<n.length;a++)for(var o=0;o<i.length;o++)if(-1!==e.indexOf(n[a]+i[o]))return!0;return!1}return-1!==e.indexOf(r.getSubplot(t))},r.flat=function(t,e){for(var r=new Array(t.length),n=0;n<t.length;n++)r[n]=e;return r},r.p2c=function(t,e){for(var r=new Array(t.length),n=0;n<t.length;n++)r[n]=t[n].p2c(e);return r},r.getDistanceFunction=function(t,e,n,i){return\"closest\"===t?i||r.quadrature(e,n):\"x\"===t.charAt(0)?e:n},r.getClosest=function(t,e,r){if(!1!==r.index)r.index>=0&&r.index<t.length?r.distance=0:r.index=!1;else for(var n=0;n<t.length;n++){var i=e(t[n]);i<=r.distance&&(r.index=n,r.distance=i)}return r},r.inbox=function(t,e,r){return t*e<0||0===t?r:1/0},r.quadrature=function(t,e){return function(r){var n=t(r),i=e(r);return Math.sqrt(n*n+i*i)}},r.makeEventData=function(t,e,n){var i=\"index\"in t?t.index:t.pointNumber,a={data:e._input,fullData:e,curveNumber:e.index,pointNumber:i};if(e._indexToPoints){var o=e._indexToPoints[i];1===o.length?a.pointIndex=o[0]:a.pointIndices=o}else a.pointIndex=i;return e._module.eventData?a=e._module.eventData(a,t,e,n,i):(\"xVal\"in t?a.x=t.xVal:\"x\"in t&&(a.x=t.x),\"yVal\"in t?a.y=t.yVal:\"y\"in t&&(a.y=t.y),t.xa&&(a.xaxis=t.xa),t.ya&&(a.yaxis=t.ya),void 0!==t.zLabelVal&&(a.z=t.zLabelVal)),r.appendArrayPointValue(a,e,i),a},r.appendArrayPointValue=function(t,e,r){var i=e._arrayAttrs;if(i)for(var s=0;s<i.length;s++){var l=i[s],c=a(l);if(void 0===t[c]){var u=o(n.nestedProperty(e,l).get(),r);void 0!==u&&(t[c]=u)}}},r.appendArrayMultiPointValues=function(t,e,r){var i=e._arrayAttrs;if(i)for(var s=0;s<i.length;s++){var l=i[s],c=a(l);if(void 0===t[c]){for(var u=n.nestedProperty(e,l).get(),f=new Array(r.length),h=0;h<r.length;h++)f[h]=o(u,r[h]);t[c]=f}}};var i={ids:\"id\",locations:\"location\",labels:\"label\",values:\"value\",\"marker.colors\":\"color\",parents:\"parent\"};function a(t){return i[t]||t}function o(t,e){return Array.isArray(e)?Array.isArray(t)&&Array.isArray(t[e[0]])?t[e[0]][e[1]]:void 0:t[e]}var s={x:!0,y:!0},l={\"x unified\":!0,\"y unified\":!0};r.isUnifiedHover=function(t){return\"string\"==typeof t&&!!l[t]},r.isXYhover=function(t){return\"string\"==typeof t&&!!s[t]}},{\"../../lib\":778}],680:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"fast-isnumeric\"),a=t(\"tinycolor2\"),o=t(\"../../lib\"),s=o.strTranslate,l=o.strRotate,c=t(\"../../lib/events\"),u=t(\"../../lib/svg_text_utils\"),f=t(\"../../lib/override_cursor\"),h=t(\"../drawing\"),p=t(\"../color\"),d=t(\"../dragelement\"),g=t(\"../../plots/cartesian/axes\"),m=t(\"../../registry\"),v=t(\"./helpers\"),y=t(\"./constants\"),x=t(\"../legend/defaults\"),b=t(\"../legend/draw\"),_=y.YANGLE,w=Math.PI*_/180,T=1/Math.sin(w),k=Math.cos(w),M=Math.sin(w),A=y.HOVERARROWSIZE,S=y.HOVERTEXTPAD;function E(t){return[t.trace.index,t.index,t.x0,t.y0,t.name,t.attr,t.xa,t.ya||\"\"].join(\",\")}r.hover=function(t,e,r,a){t=o.getGraphDiv(t),o.throttle(t._fullLayout._uid+y.HOVERID,y.HOVERMINTIME,(function(){!function(t,e,r,a){r||(r=\"xy\");var s=Array.isArray(r)?r:[r],l=t._fullLayout,u=l._plots||[],h=u[r],g=l._has(\"cartesian\");if(h){var y=h.overlays.map((function(t){return t.id}));s=s.concat(y)}for(var x=s.length,b=new Array(x),_=new Array(x),w=!1,k=0;k<x;k++){var M=s[k];if(u[M])w=!0,b[k]=u[M].xaxis,_[k]=u[M].yaxis;else{if(!l[M]||!l[M]._subplot)return void o.warn(\"Unrecognized subplot: \"+M);var A=l[M]._subplot;b[k]=A.xaxis,_[k]=A.yaxis}}var S=e.hovermode||l.hovermode;S&&!w&&(S=\"closest\");if(-1===[\"x\",\"y\",\"closest\",\"x unified\",\"y unified\"].indexOf(S)||!t.calcdata||t.querySelector(\".zoombox\")||t._dragging)return d.unhoverRaw(t,e);var C,I,R,F,B,N,j,U,V,q,H,G,Y,W=-1===l.hoverdistance?1/0:l.hoverdistance,X=-1===l.spikedistance?1/0:l.spikedistance,Z=[],J=[],K={hLinePoint:null,vLinePoint:null},Q=!1;if(Array.isArray(e))for(S=\"array\",R=0;R<e.length;R++)(B=t.calcdata[e[R].curveNumber||0])&&(N=B[0].trace,\"skip\"!==B[0].trace.hoverinfo&&(J.push(B),\"h\"===N.orientation&&(Q=!0)));else{for(F=0;F<t.calcdata.length;F++)B=t.calcdata[F],\"skip\"!==(N=B[0].trace).hoverinfo&&v.isTraceInSubplots(N,s)&&(J.push(B),\"h\"===N.orientation&&(Q=!0));var $,tt;if(!e.target)$=\"xpx\"in e?e.xpx:b[0]._length/2,tt=\"ypx\"in e?e.ypx:_[0]._length/2;else{if(!1===c.triggerHandler(t,\"plotly_beforehover\",e))return;var et=e.target.getBoundingClientRect();$=e.clientX-et.left,tt=e.clientY-et.top,l._calcInverseTransform(t);var rt=o.apply3DTransform(l._invTransform)($,tt);if($=rt[0],tt=rt[1],$<0||$>b[0]._length||tt<0||tt>_[0]._length)return d.unhoverRaw(t,e)}if(e.pointerX=$+b[0]._offset,e.pointerY=tt+_[0]._offset,C=\"xval\"in e?v.flat(s,e.xval):v.p2c(b,$),I=\"yval\"in e?v.flat(s,e.yval):v.p2c(_,tt),!i(C[0])||!i(I[0]))return o.warn(\"Fx.hover failed\",e,t),d.unhoverRaw(t,e)}var nt=1/0;function it(t,r){for(F=0;F<J.length;F++)if((B=J[F])&&B[0]&&B[0].trace&&!0===(N=B[0].trace).visible&&0!==N._length&&-1===[\"carpet\",\"contourcarpet\"].indexOf(N._module.name)){if(\"splom\"===N.type?j=s[U=0]:(j=v.getSubplot(N),U=s.indexOf(j)),V=S,v.isUnifiedHover(V)&&(V=V.charAt(0)),G={cd:B,trace:N,xa:b[U],ya:_[U],maxHoverDistance:W,maxSpikeDistance:X,index:!1,distance:Math.min(nt,W),spikeDistance:1/0,xSpike:void 0,ySpike:void 0,color:p.defaultLine,name:N.name,x0:void 0,x1:void 0,y0:void 0,y1:void 0,xLabelVal:void 0,yLabelVal:void 0,zLabelVal:void 0,text:void 0},l[j]&&(G.subplot=l[j]._subplot),l._splomScenes&&l._splomScenes[N.uid]&&(G.scene=l._splomScenes[N.uid]),Y=Z.length,\"array\"===V){var n=e[F];\"pointNumber\"in n?(G.index=n.pointNumber,V=\"closest\"):(V=\"\",\"xval\"in n&&(q=n.xval,V=\"x\"),\"yval\"in n&&(H=n.yval,V=V?\"closest\":\"y\"))}else void 0!==t&&void 0!==r?(q=t,H=r):(q=C[U],H=I[U]);if(0!==W)if(N._module&&N._module.hoverPoints){var a=N._module.hoverPoints(G,q,H,V,l._hoverlayer);if(a)for(var c,u=0;u<a.length;u++)c=a[u],i(c.x0)&&i(c.y0)&&Z.push(z(c,S))}else o.log(\"Unrecognized trace type in hover:\",N);if(\"closest\"===S&&Z.length>Y&&(Z.splice(0,Y),nt=Z[0].distance),g&&0!==X&&0===Z.length){G.distance=X,G.index=!1;var f=N._module.hoverPoints(G,q,H,\"closest\",l._hoverlayer);if(f&&(f=f.filter((function(t){return t.spikeDistance<=X}))),f&&f.length){var h,d=f.filter((function(t){return t.xa.showspikes&&\"hovered data\"!==t.xa.spikesnap}));if(d.length){var m=d[0];i(m.x0)&&i(m.y0)&&(h=ot(m),(!K.vLinePoint||K.vLinePoint.spikeDistance>h.spikeDistance)&&(K.vLinePoint=h))}var y=f.filter((function(t){return t.ya.showspikes&&\"hovered data\"!==t.ya.spikesnap}));if(y.length){var x=y[0];i(x.x0)&&i(x.y0)&&(h=ot(x),(!K.hLinePoint||K.hLinePoint.spikeDistance>h.spikeDistance)&&(K.hLinePoint=h))}}}}}function at(t,e){for(var r,n=null,i=1/0,a=0;a<t.length;a++)(r=t[a].spikeDistance)<=i&&r<=e&&(n=t[a],i=r);return n}function ot(t){return t?{xa:t.xa,ya:t.ya,x:void 0!==t.xSpike?t.xSpike:(t.x0+t.x1)/2,y:void 0!==t.ySpike?t.ySpike:(t.y0+t.y1)/2,distance:t.distance,spikeDistance:t.spikeDistance,curveNumber:t.trace.index,color:t.color,pointNumber:t.index}:null}it();var st={fullLayout:l,container:l._hoverlayer,outerContainer:l._paperdiv,event:e},lt=t._spikepoints,ct={vLinePoint:K.vLinePoint,hLinePoint:K.hLinePoint};if(t._spikepoints=ct,g&&0!==X&&0!==Z.length){var ut=at(Z.filter((function(t){return t.ya.showspikes})),X);K.hLinePoint=ot(ut);var ft=at(Z.filter((function(t){return t.xa.showspikes})),X);K.vLinePoint=ot(ft)}if(0===Z.length){var ht=d.unhoverRaw(t,e);return!g||null===K.hLinePoint&&null===K.vLinePoint||D(lt)&&O(t,K,st),ht}g&&D(lt)&&O(t,K,st);if(Z.sort((function(t,e){return t.distance-e.distance})),v.isXYhover(V)&&0!==Z[0].length&&\"splom\"!==Z[0].trace.type){var pt=Z[0],dt=pt.cd[pt.index],gt=\"group\"===l.boxmode||\"group\"===l.violinmode,mt=pt.xVal,vt=pt.xa;\"category\"===vt.type&&(mt=vt._categoriesMap[mt]),\"date\"===vt.type&&(mt=vt.d2c(mt)),dt&&dt.t&&dt.t.posLetter===vt._id&&gt&&(mt+=dt.t.dPos);var yt=pt.yVal;\"category\"===(vt=pt.ya).type&&(yt=vt._categoriesMap[yt]),\"date\"===vt.type&&(yt=vt.d2c(yt)),dt&&dt.t&&dt.t.posLetter===vt._id&&gt&&(yt+=dt.t.dPos),it(mt,yt);var xt={};Z=Z.filter((function(t){var e=E(t);if(!xt[e])return xt[e]=!0,xt[e]}))}var bt=t._hoverdata,_t=[];for(R=0;R<Z.length;R++){var wt=Z[R],Tt=v.makeEventData(wt,wt.trace,wt.cd);if(!1!==wt.hovertemplate){var kt=!1;wt.cd[wt.index]&&wt.cd[wt.index].ht&&(kt=wt.cd[wt.index].ht),wt.hovertemplate=kt||wt.trace.hovertemplate||!1}wt.eventData=[Tt],_t.push(Tt)}t._hoverdata=_t;var Mt=\"y\"===S&&(J.length>1||Z.length>1)||\"closest\"===S&&Q&&Z.length>1,At=p.combine(l.plot_bgcolor||p.background,l.paper_bgcolor),St={hovermode:S,rotateLabels:Mt,bgColor:At,container:l._hoverlayer,outerContainer:l._paperdiv,commonLabelOpts:l.hoverlabel,hoverdistance:l.hoverdistance},Et=L(Z,St,t);v.isUnifiedHover(S)||(!function(t,e,r){var n,i,a,o,s,l,c,u=0,f=1,h=t.size(),p=new Array(h),d=0;function g(t){var e=t[0],r=t[t.length-1];if(i=e.pmin-e.pos-e.dp+e.size,a=r.pos+r.dp+r.size-e.pmax,i>.01){for(s=t.length-1;s>=0;s--)t[s].dp+=i;n=!1}if(!(a<.01)){if(i<-.01){for(s=t.length-1;s>=0;s--)t[s].dp-=a;n=!1}if(n){var c=0;for(o=0;o<t.length;o++)(l=t[o]).pos+l.dp+l.size>e.pmax&&c++;for(o=t.length-1;o>=0&&!(c<=0);o--)(l=t[o]).pos>e.pmax-1&&(l.del=!0,c--);for(o=0;o<t.length&&!(c<=0);o++)if((l=t[o]).pos<e.pmin+1)for(l.del=!0,c--,a=2*l.size,s=t.length-1;s>=0;s--)t[s].dp-=a;for(o=t.length-1;o>=0&&!(c<=0);o--)(l=t[o]).pos+l.dp+l.size>e.pmax&&(l.del=!0,c--)}}}t.each((function(t){var n=t[e],i=\"x\"===n._id.charAt(0),a=n.range;0===d&&a&&a[0]>a[1]!==i&&(f=-1),p[d++]=[{datum:t,traceIndex:t.trace.index,dp:0,pos:t.pos,posref:t.posref,size:t.by*(i?T:1)/2,pmin:0,pmax:i?r.width:r.height}]})),p.sort((function(t,e){return t[0].posref-e[0].posref||f*(e[0].traceIndex-t[0].traceIndex)}));for(;!n&&u<=h;){for(u++,n=!0,o=0;o<p.length-1;){var m=p[o],v=p[o+1],y=m[m.length-1],x=v[0];if((i=y.pos+y.dp+y.size-x.pos-x.dp+x.size)>.01&&y.pmin===x.pmin&&y.pmax===x.pmax){for(s=v.length-1;s>=0;s--)v[s].dp+=i;for(m.push.apply(m,v),p.splice(o+1,1),c=0,s=m.length-1;s>=0;s--)c+=m[s].dp;for(a=c/m.length,s=m.length-1;s>=0;s--)m[s].dp-=a;n=!1}else o++}p.forEach(g)}for(o=p.length-1;o>=0;o--){var b=p[o];for(s=b.length-1;s>=0;s--){var _=b[s],w=_.datum;w.offset=_.dp,w.del=_.del}}}(Et,Mt?\"xa\":\"ya\",l),P(Et,Mt,l._invScaleX,l._invScaleY));if(e.target&&e.target.tagName){var Ct=m.getComponentMethod(\"annotations\",\"hasClickToShow\")(t,_t);f(n.select(e.target),Ct?\"pointer\":\"\")}if(!e.target||a||!function(t,e,r){if(!r||r.length!==t._hoverdata.length)return!0;for(var n=r.length-1;n>=0;n--){var i=r[n],a=t._hoverdata[n];if(i.curveNumber!==a.curveNumber||String(i.pointNumber)!==String(a.pointNumber)||String(i.pointNumbers)!==String(a.pointNumbers))return!0}return!1}(t,0,bt))return;bt&&t.emit(\"plotly_unhover\",{event:e,points:bt});t.emit(\"plotly_hover\",{event:e,points:t._hoverdata,xaxes:b,yaxes:_,xvals:C,yvals:I})}(t,e,r,a)}))},r.loneHover=function(t,e){var r=!0;Array.isArray(t)||(r=!1,t=[t]);var i=t.map((function(t){return{color:t.color||p.defaultLine,x0:t.x0||t.x||0,x1:t.x1||t.x||0,y0:t.y0||t.y||0,y1:t.y1||t.y||0,xLabel:t.xLabel,yLabel:t.yLabel,zLabel:t.zLabel,text:t.text,name:t.name,idealAlign:t.idealAlign,borderColor:t.borderColor,fontFamily:t.fontFamily,fontSize:t.fontSize,fontColor:t.fontColor,nameLength:t.nameLength,textAlign:t.textAlign,trace:t.trace||{index:0,hoverinfo:\"\"},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,eventData:t.eventData||!1,hovertemplateLabels:t.hovertemplateLabels||!1}})),a=n.select(e.container),o=e.outerContainer?n.select(e.outerContainer):a,s={hovermode:\"closest\",rotateLabels:!1,bgColor:e.bgColor||p.background,container:a,outerContainer:o},l=L(i,s,e.gd),c=0,u=0;l.sort((function(t,e){return t.y0-e.y0})).each((function(t,r){var n=t.y0-t.by/2;t.offset=n-5<c?c-n+5:0,c=n+t.by+t.offset,r===e.anchorIndex&&(u=t.offset)})).each((function(t){t.offset-=u}));var f=e.gd._fullLayout._invScaleX,h=e.gd._fullLayout._invScaleY;return P(l,s.rotateLabels,f,h),r?l:l.node()};var C=/<extra>([\\s\\S]*)<\\/extra>/;function L(t,e,r){var i=r._fullLayout,a=e.hovermode,c=e.rotateLabels,f=e.bgColor,d=e.container,g=e.outerContainer,m=e.commonLabelOpts||{},w=e.fontFamily||y.HOVERFONT,T=e.fontSize||y.HOVERFONTSIZE,k=t[0],M=k.xa,C=k.ya,L=\"y\"===a.charAt(0)?\"yLabel\":\"xLabel\",P=k[L],z=(String(P)||\"\").split(\" \")[0],O=g.node().getBoundingClientRect(),D=O.top,R=O.width,F=O.height,B=void 0!==P&&k.distance<=e.hoverdistance&&(\"x\"===a||\"y\"===a);if(B){var N,j,U=!0;for(N=0;N<t.length;N++)if(U&&void 0===t[N].zLabel&&(U=!1),j=t[N].hoverinfo||t[N].trace.hoverinfo){var V=Array.isArray(j)?j:j.split(\"+\");if(-1===V.indexOf(\"all\")&&-1===V.indexOf(a)){B=!1;break}}U&&(B=!1)}var q=d.selectAll(\"g.axistext\").data(B?[0]:[]);function H(t){return t.filter((function(t){return void 0!==t.zLabelVal||(t[L]||\"\").split(\" \")[0]===z}))}if(q.enter().append(\"g\").classed(\"axistext\",!0),q.exit().remove(),q.each((function(){var e=n.select(this),l=o.ensureSingle(e,\"path\",\"\",(function(t){t.style({\"stroke-width\":\"1px\"})})),c=o.ensureSingle(e,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),f=m.bgcolor||p.defaultLine,d=m.bordercolor||p.contrast(f),g=p.contrast(f),v={family:m.font.family||w,size:m.font.size||T,color:m.font.color||g};l.style({fill:f,stroke:d}),c.text(P).call(h.font,v).call(u.positionText,0,0).call(u.convertToTspans,r),e.attr(\"transform\",\"\");var y,x,b=c.node().getBoundingClientRect();if(\"x\"===a){var _=\"top\"===M.side?\"-\":\"\";c.attr(\"text-anchor\",\"middle\").call(u.positionText,0,\"top\"===M.side?D-b.bottom-A-S:D-b.top+A+S),y=M._offset+(k.x0+k.x1)/2,x=C._offset+(\"top\"===M.side?0:C._length);var E=b.width/2+S;y<E?(y=E,l.attr(\"d\",\"M-\"+(E-A)+\",0L-\"+(E-2*A)+\",\"+_+A+\"H\"+(S+b.width/2)+\"v\"+_+(2*S+b.height)+\"H-\"+E+\"V\"+_+A+\"Z\")):y>i.width-E?(y=i.width-E,l.attr(\"d\",\"M\"+(E-A)+\",0L\"+E+\",\"+_+A+\"v\"+_+(2*S+b.height)+\"H-\"+E+\"V\"+_+A+\"H\"+(E-2*A)+\"Z\")):l.attr(\"d\",\"M0,0L\"+A+\",\"+_+A+\"H\"+(S+b.width/2)+\"v\"+_+(2*S+b.height)+\"H-\"+(S+b.width/2)+\"V\"+_+A+\"H-\"+A+\"Z\")}else{var L,I,z;\"right\"===C.side?(L=\"start\",I=1,z=\"\",y=M._offset+M._length):(L=\"end\",I=-1,z=\"-\",y=M._offset),x=C._offset+(k.y0+k.y1)/2,c.attr(\"text-anchor\",L),l.attr(\"d\",\"M0,0L\"+z+A+\",\"+A+\"V\"+(S+b.height/2)+\"h\"+z+(2*S+b.width)+\"V-\"+(S+b.height/2)+\"H\"+z+A+\"V-\"+A+\"Z\");var O,R=b.height/2,F=D-b.top-R,B=\"clip\"+i._uid+\"commonlabel\"+C._id;if(y<b.width+2*S+A){O=\"M-\"+(A+S)+\"-\"+R+\"h-\"+(b.width-S)+\"V\"+R+\"h\"+(b.width-S)+\"Z\";var N=b.width-y+S;u.positionText(c,N,F),\"end\"===L&&c.selectAll(\"tspan\").each((function(){var t=n.select(this),e=h.tester.append(\"text\").text(t.text()).call(h.font,v),r=e.node().getBoundingClientRect();Math.round(r.width)<Math.round(b.width)&&t.attr(\"x\",N-r.width),e.remove()}))}else u.positionText(c,I*(S+A),F),O=null;var j=i._topclips.selectAll(\"#\"+B).data(O?[0]:[]);j.enter().append(\"clipPath\").attr(\"id\",B).append(\"path\"),j.exit().remove(),j.select(\"path\").attr(\"d\",O),h.setClipUrl(c,O?B:null,r)}e.attr(\"transform\",s(y,x)),t=H(t)})),v.isUnifiedHover(a)){if(d.selectAll(\"g.hovertext\").remove(),void 0!==P&&k.distance<=e.hoverdistance&&(t=H(t)),0===t.length)return;var G={showlegend:!0,legend:{title:{text:P,font:i.hoverlabel.font},font:i.hoverlabel.font,bgcolor:i.hoverlabel.bgcolor,bordercolor:i.hoverlabel.bordercolor,borderwidth:1,tracegroupgap:7,traceorder:i.legend?i.legend.traceorder:void 0,orientation:\"v\"}},Y={};x(G,Y,r._fullData);var W=Y.legend;W.entries=[];for(var X=0;X<t.length;X++){var Z=I(t[X],!0,a,i,P),J=Z[0],K=Z[1],Q=t[X];Q.name=K,Q.text=\"\"!==K?K+\" : \"+J:J;var $=Q.cd[Q.index];$&&($.mc&&(Q.mc=$.mc),$.mcc&&(Q.mc=$.mcc),$.mlc&&(Q.mlc=$.mlc),$.mlcc&&(Q.mlc=$.mlcc),$.mlw&&(Q.mlw=$.mlw),$.mrc&&(Q.mrc=$.mrc),$.dir&&(Q.dir=$.dir)),Q._distinct=!0,W.entries.push([Q])}W.entries.sort((function(t,e){return t[0].trace.index-e[0].trace.index})),W.layer=d,b(r,W);var tt=o.mean(t.map((function(t){return(t.y0+t.y1)/2}))),et=o.mean(t.map((function(t){return(t.x0+t.x1)/2}))),rt=d.select(\"g.legend\"),nt=rt.node().getBoundingClientRect();et+=M._offset,tt+=C._offset-nt.height/2;var it=nt.width+2*S;!(et+it<=R)&&et-it>=0?et-=it:et+=2*S;var at=nt.height+2*S,ot=tt+at>=F;return at<=F&&(tt<=D?tt=C._offset+2*S:ot&&(tt=F-at)),rt.attr(\"transform\",s(et,tt)),rt}var st=d.selectAll(\"g.hovertext\").data(t,(function(t){return E(t)}));return st.enter().append(\"g\").classed(\"hovertext\",!0).each((function(){var t=n.select(this);t.append(\"rect\").call(p.fill,p.addOpacity(f,.8)),t.append(\"text\").classed(\"name\",!0),t.append(\"path\").style(\"stroke-width\",\"1px\"),t.append(\"text\").classed(\"nums\",!0).call(h.font,w,T)})),st.exit().remove(),st.each((function(t){var e=n.select(this).attr(\"transform\",\"\"),o=t.color;Array.isArray(o)&&(o=o[t.eventData[0].pointNumber]);var d=t.bgcolor||o,g=p.combine(p.opacity(d)?d:p.defaultLine,f),m=p.combine(p.opacity(o)?o:p.defaultLine,f),v=t.borderColor||p.contrast(g),y=I(t,B,a,i,P,e),x=y[0],b=y[1],k=e.select(\"text.nums\").call(h.font,t.fontFamily||w,t.fontSize||T,t.fontColor||v).text(x).attr(\"data-notex\",1).call(u.positionText,0,0).call(u.convertToTspans,r),M=e.select(\"text.name\"),E=0,C=0;if(b&&b!==x){M.call(h.font,t.fontFamily||w,t.fontSize||T,m).text(b).attr(\"data-notex\",1).call(u.positionText,0,0).call(u.convertToTspans,r);var L=M.node().getBoundingClientRect();E=L.width+2*S,C=L.height+2*S}else M.remove(),e.select(\"rect\").remove();e.select(\"path\").style({fill:g,stroke:v});var z,O,N=k.node().getBoundingClientRect(),j=t.xa._offset+(t.x0+t.x1)/2,U=t.ya._offset+(t.y0+t.y1)/2,V=Math.abs(t.x1-t.x0),q=Math.abs(t.y1-t.y0),H=N.width+A+S+E;if(t.ty0=D-N.top,t.bx=N.width+2*S,t.by=Math.max(N.height+2*S,C),t.anchor=\"start\",t.txwidth=N.width,t.tx2width=E,t.offset=0,c)t.pos=j,z=U+q/2+H<=F,O=U-q/2-H>=0,\"top\"!==t.idealAlign&&z||!O?z?(U+=q/2,t.anchor=\"start\"):t.anchor=\"middle\":(U-=q/2,t.anchor=\"end\");else if(t.pos=U,z=j+V/2+H<=R,O=j-V/2-H>=0,\"left\"!==t.idealAlign&&z||!O)if(z)j+=V/2,t.anchor=\"start\";else{t.anchor=\"middle\";var G=H/2,Y=j+G-R,W=j-G;Y>0&&(j-=Y),W<0&&(j+=-W)}else j-=V/2,t.anchor=\"end\";k.attr(\"text-anchor\",t.anchor),E&&M.attr(\"text-anchor\",t.anchor),e.attr(\"transform\",s(j,U)+(c?l(_):\"\"))})),st}function I(t,e,r,n,i,a){var s=\"\",l=\"\";void 0!==t.nameOverride&&(t.name=t.nameOverride),t.name&&(t.trace._meta&&(t.name=o.templateString(t.name,t.trace._meta)),s=R(t.name,t.nameLength)),void 0!==t.zLabel?(void 0!==t.xLabel&&(l+=\"x: \"+t.xLabel+\"<br>\"),void 0!==t.yLabel&&(l+=\"y: \"+t.yLabel+\"<br>\"),\"choropleth\"!==t.trace.type&&\"choroplethmapbox\"!==t.trace.type&&(l+=(l?\"z: \":\"\")+t.zLabel)):e&&t[r.charAt(0)+\"Label\"]===i?l=t[(\"x\"===r.charAt(0)?\"y\":\"x\")+\"Label\"]||\"\":void 0===t.xLabel?void 0!==t.yLabel&&\"scattercarpet\"!==t.trace.type&&(l=t.yLabel):l=void 0===t.yLabel?t.xLabel:\"(\"+t.xLabel+\", \"+t.yLabel+\")\",!t.text&&0!==t.text||Array.isArray(t.text)||(l+=(l?\"<br>\":\"\")+t.text),void 0!==t.extraText&&(l+=(l?\"<br>\":\"\")+t.extraText),a&&\"\"===l&&!t.hovertemplate&&(\"\"===s&&a.remove(),l=s);var c=n._d3locale,u=t.hovertemplate||!1,f=t.hovertemplateLabels||t,h=t.eventData[0]||{};return u&&(l=(l=o.hovertemplateString(u,f,c,h,t.trace._meta)).replace(C,(function(e,r){return s=R(r,t.nameLength),\"\"}))),[l,s]}function P(t,e,r,i){var a=function(t){return t*r},o=function(t){return t*i};t.each((function(t){var r=n.select(this);if(t.del)return r.remove();var i=r.select(\"text.nums\"),s=t.anchor,l=\"end\"===s?-1:1,c={start:1,end:-1,middle:0}[s],f=c*(A+S),p=f+c*(t.txwidth+S),d=0,g=t.offset,m=\"middle\"===s;m&&(f-=t.tx2width/2,p+=t.txwidth/2+S),e&&(g*=-M,d=t.offset*k),r.select(\"path\").attr(\"d\",m?\"M-\"+a(t.bx/2+t.tx2width/2)+\",\"+o(g-t.by/2)+\"h\"+a(t.bx)+\"v\"+o(t.by)+\"h-\"+a(t.bx)+\"Z\":\"M0,0L\"+a(l*A+d)+\",\"+o(A+g)+\"v\"+o(t.by/2-A)+\"h\"+a(l*t.bx)+\"v-\"+o(t.by)+\"H\"+a(l*A+d)+\"V\"+o(g-A)+\"Z\");var v=d+f,y=g+t.ty0-t.by/2+S,x=t.textAlign||\"auto\";\"auto\"!==x&&(\"left\"===x&&\"start\"!==s?(i.attr(\"text-anchor\",\"start\"),v=m?-t.bx/2-t.tx2width/2+S:-t.bx-S):\"right\"===x&&\"end\"!==s&&(i.attr(\"text-anchor\",\"end\"),v=m?t.bx/2-t.tx2width/2-S:t.bx+S)),i.call(u.positionText,a(v),o(y)),t.tx2width&&(r.select(\"text.name\").call(u.positionText,a(p+c*S+d),o(g+t.ty0-t.by/2+S)),r.select(\"rect\").call(h.setRect,a(p+(c-1)*t.tx2width/2+d),o(g-t.by/2-1),a(t.tx2width),o(t.by+2)))}))}function z(t,e){var r=t.index,n=t.trace||{},a=t.cd[0],s=t.cd[r]||{};function l(t){return t||i(t)&&0===t}var c=Array.isArray(r)?function(t,e){var i=o.castOption(a,r,t);return l(i)?i:o.extractOption({},n,\"\",e)}:function(t,e){return o.extractOption(s,n,t,e)};function u(e,r,n){var i=c(r,n);l(i)&&(t[e]=i)}if(u(\"hoverinfo\",\"hi\",\"hoverinfo\"),u(\"bgcolor\",\"hbg\",\"hoverlabel.bgcolor\"),u(\"borderColor\",\"hbc\",\"hoverlabel.bordercolor\"),u(\"fontFamily\",\"htf\",\"hoverlabel.font.family\"),u(\"fontSize\",\"hts\",\"hoverlabel.font.size\"),u(\"fontColor\",\"htc\",\"hoverlabel.font.color\"),u(\"nameLength\",\"hnl\",\"hoverlabel.namelength\"),u(\"textAlign\",\"hta\",\"hoverlabel.align\"),t.posref=\"y\"===e||\"closest\"===e&&\"h\"===n.orientation?t.xa._offset+(t.x0+t.x1)/2:t.ya._offset+(t.y0+t.y1)/2,t.x0=o.constrain(t.x0,0,t.xa._length),t.x1=o.constrain(t.x1,0,t.xa._length),t.y0=o.constrain(t.y0,0,t.ya._length),t.y1=o.constrain(t.y1,0,t.ya._length),void 0!==t.xLabelVal&&(t.xLabel=\"xLabel\"in t?t.xLabel:g.hoverLabelText(t.xa,t.xLabelVal),t.xVal=t.xa.c2d(t.xLabelVal)),void 0!==t.yLabelVal&&(t.yLabel=\"yLabel\"in t?t.yLabel:g.hoverLabelText(t.ya,t.yLabelVal),t.yVal=t.ya.c2d(t.yLabelVal)),void 0!==t.zLabelVal&&void 0===t.zLabel&&(t.zLabel=String(t.zLabelVal)),!(isNaN(t.xerr)||\"log\"===t.xa.type&&t.xerr<=0)){var f=g.tickText(t.xa,t.xa.c2l(t.xerr),\"hover\").text;void 0!==t.xerrneg?t.xLabel+=\" +\"+f+\" / -\"+g.tickText(t.xa,t.xa.c2l(t.xerrneg),\"hover\").text:t.xLabel+=\" \\xb1 \"+f,\"x\"===e&&(t.distance+=1)}if(!(isNaN(t.yerr)||\"log\"===t.ya.type&&t.yerr<=0)){var h=g.tickText(t.ya,t.ya.c2l(t.yerr),\"hover\").text;void 0!==t.yerrneg?t.yLabel+=\" +\"+h+\" / -\"+g.tickText(t.ya,t.ya.c2l(t.yerrneg),\"hover\").text:t.yLabel+=\" \\xb1 \"+h,\"y\"===e&&(t.distance+=1)}var p=t.hoverinfo||t.trace.hoverinfo;return p&&\"all\"!==p&&(-1===(p=Array.isArray(p)?p:p.split(\"+\")).indexOf(\"x\")&&(t.xLabel=void 0),-1===p.indexOf(\"y\")&&(t.yLabel=void 0),-1===p.indexOf(\"z\")&&(t.zLabel=void 0),-1===p.indexOf(\"text\")&&(t.text=void 0),-1===p.indexOf(\"name\")&&(t.name=void 0)),t}function O(t,e,r){var n,i,o=r.container,s=r.fullLayout,l=s._size,c=r.event,u=!!e.hLinePoint,f=!!e.vLinePoint;if(o.selectAll(\".spikeline\").remove(),f||u){var d=p.combine(s.plot_bgcolor,s.paper_bgcolor);if(u){var m,v,y=e.hLinePoint;n=y&&y.xa,\"cursor\"===(i=y&&y.ya).spikesnap?(m=c.pointerX,v=c.pointerY):(m=n._offset+y.x,v=i._offset+y.y);var x,b,_=a.readability(y.color,d)<1.5?p.contrast(d):y.color,w=i.spikemode,T=i.spikethickness,k=i.spikecolor||_,M=g.getPxPosition(t,i);if(-1!==w.indexOf(\"toaxis\")||-1!==w.indexOf(\"across\")){if(-1!==w.indexOf(\"toaxis\")&&(x=M,b=m),-1!==w.indexOf(\"across\")){var A=i._counterDomainMin,S=i._counterDomainMax;\"free\"===i.anchor&&(A=Math.min(A,i.position),S=Math.max(S,i.position)),x=l.l+A*l.w,b=l.l+S*l.w}o.insert(\"line\",\":first-child\").attr({x1:x,x2:b,y1:v,y2:v,\"stroke-width\":T,stroke:k,\"stroke-dasharray\":h.dashStyle(i.spikedash,T)}).classed(\"spikeline\",!0).classed(\"crisp\",!0),o.insert(\"line\",\":first-child\").attr({x1:x,x2:b,y1:v,y2:v,\"stroke-width\":T+2,stroke:d}).classed(\"spikeline\",!0).classed(\"crisp\",!0)}-1!==w.indexOf(\"marker\")&&o.insert(\"circle\",\":first-child\").attr({cx:M+(\"right\"!==i.side?T:-T),cy:v,r:T,fill:k}).classed(\"spikeline\",!0)}if(f){var E,C,L=e.vLinePoint;n=L&&L.xa,i=L&&L.ya,\"cursor\"===n.spikesnap?(E=c.pointerX,C=c.pointerY):(E=n._offset+L.x,C=i._offset+L.y);var I,P,z=a.readability(L.color,d)<1.5?p.contrast(d):L.color,O=n.spikemode,D=n.spikethickness,R=n.spikecolor||z,F=g.getPxPosition(t,n);if(-1!==O.indexOf(\"toaxis\")||-1!==O.indexOf(\"across\")){if(-1!==O.indexOf(\"toaxis\")&&(I=F,P=C),-1!==O.indexOf(\"across\")){var B=n._counterDomainMin,N=n._counterDomainMax;\"free\"===n.anchor&&(B=Math.min(B,n.position),N=Math.max(N,n.position)),I=l.t+(1-N)*l.h,P=l.t+(1-B)*l.h}o.insert(\"line\",\":first-child\").attr({x1:E,x2:E,y1:I,y2:P,\"stroke-width\":D,stroke:R,\"stroke-dasharray\":h.dashStyle(n.spikedash,D)}).classed(\"spikeline\",!0).classed(\"crisp\",!0),o.insert(\"line\",\":first-child\").attr({x1:E,x2:E,y1:I,y2:P,\"stroke-width\":D+2,stroke:d}).classed(\"spikeline\",!0).classed(\"crisp\",!0)}-1!==O.indexOf(\"marker\")&&o.insert(\"circle\",\":first-child\").attr({cx:E,cy:F-(\"top\"!==n.side?D:-D),r:D,fill:R}).classed(\"spikeline\",!0)}}}function D(t,e){return!e||(e.vLinePoint!==t._spikepoints.vLinePoint||e.hLinePoint!==t._spikepoints.hLinePoint)}function R(t,e){return u.plainText(t||\"\",{len:e,allowedTags:[\"br\",\"sub\",\"sup\",\"b\",\"i\",\"em\"]})}},{\"../../lib\":778,\"../../lib/events\":767,\"../../lib/override_cursor\":789,\"../../lib/svg_text_utils\":803,\"../../plots/cartesian/axes\":828,\"../../registry\":911,\"../color\":643,\"../dragelement\":662,\"../drawing\":665,\"../legend/defaults\":695,\"../legend/draw\":696,\"./constants\":677,\"./helpers\":679,d3:169,\"fast-isnumeric\":241,tinycolor2:576}],681:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../color\"),a=t(\"./helpers\").isUnifiedHover;e.exports=function(t,e,r,o){function s(t){o.font[t]||(o.font[t]=e.legend?e.legend.font[t]:e.font[t])}o=o||{},e&&a(e.hovermode)&&(o.font||(o.font={}),s(\"size\"),s(\"family\"),s(\"color\"),e.legend?(o.bgcolor||(o.bgcolor=i.combine(e.legend.bgcolor,e.paper_bgcolor)),o.bordercolor||(o.bordercolor=e.legend.bordercolor)):o.bgcolor||(o.bgcolor=e.paper_bgcolor)),r(\"hoverlabel.bgcolor\",o.bgcolor),r(\"hoverlabel.bordercolor\",o.bordercolor),r(\"hoverlabel.namelength\",o.namelength),n.coerceFont(r,\"hoverlabel.font\",o.font),r(\"hoverlabel.align\",o.align)}},{\"../../lib\":778,\"../color\":643,\"./helpers\":679}],682:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e,r){function a(r,a){return void 0!==e[r]?e[r]:n.coerce(t,e,i,r,a)}var o,s=a(\"clickmode\");return e._has(\"cartesian\")?s.indexOf(\"select\")>-1?o=\"closest\":(e._isHoriz=function(t,e){for(var r=e._scatterStackOpts||{},n=0;n<t.length;n++){var i=t[n],a=i.xaxis+i.yaxis,o=(r[a]||{})[i.stackgroup]||{};if(\"h\"!==i.orientation&&\"h\"!==o.orientation)return!1}return!0}(r,e),o=e._isHoriz?\"y\":\"x\"):o=\"closest\",a(\"hovermode\",o)}},{\"../../lib\":778,\"./layout_attributes\":684}],683:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=t(\"../dragelement\"),o=t(\"./helpers\"),s=t(\"./layout_attributes\"),l=t(\"./hover\");e.exports={moduleType:\"component\",name:\"fx\",constants:t(\"./constants\"),schema:{layout:s},attributes:t(\"./attributes\"),layoutAttributes:s,supplyLayoutGlobalDefaults:t(\"./layout_global_defaults\"),supplyDefaults:t(\"./defaults\"),supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\"),getDistanceFunction:o.getDistanceFunction,getClosest:o.getClosest,inbox:o.inbox,quadrature:o.quadrature,appendArrayPointValue:o.appendArrayPointValue,castHoverOption:function(t,e,r){return i.castOption(t,e,\"hoverlabel.\"+r)},castHoverinfo:function(t,e,r){return i.castOption(t,r,\"hoverinfo\",(function(r){return i.coerceHoverinfo({hoverinfo:r},{_module:t._module},e)}))},hover:l.hover,unhover:a.unhover,loneHover:l.loneHover,loneUnhover:function(t){var e=i.isD3Selection(t)?t:n.select(t);e.selectAll(\"g.hovertext\").remove(),e.selectAll(\".spikeline\").remove()},click:t(\"./click\")}},{\"../../lib\":778,\"../dragelement\":662,\"./attributes\":674,\"./calc\":675,\"./click\":676,\"./constants\":677,\"./defaults\":678,\"./helpers\":679,\"./hover\":680,\"./layout_attributes\":684,\"./layout_defaults\":685,\"./layout_global_defaults\":686,d3:169}],684:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),i=t(\"../../plots/font_attributes\")({editType:\"none\"});i.family.dflt=n.HOVERFONT,i.size.dflt=n.HOVERFONTSIZE,e.exports={clickmode:{valType:\"flaglist\",flags:[\"event\",\"select\"],dflt:\"event\",editType:\"plot\",extras:[\"none\"]},dragmode:{valType:\"enumerated\",values:[\"zoom\",\"pan\",\"select\",\"lasso\",\"drawclosedpath\",\"drawopenpath\",\"drawline\",\"drawrect\",\"drawcircle\",\"orbit\",\"turntable\",!1],dflt:\"zoom\",editType:\"modebar\"},hovermode:{valType:\"enumerated\",values:[\"x\",\"y\",\"closest\",!1,\"x unified\",\"y unified\"],editType:\"modebar\"},hoverdistance:{valType:\"integer\",min:-1,dflt:20,editType:\"none\"},spikedistance:{valType:\"integer\",min:-1,dflt:20,editType:\"none\"},hoverlabel:{bgcolor:{valType:\"color\",editType:\"none\"},bordercolor:{valType:\"color\",editType:\"none\"},font:i,align:{valType:\"enumerated\",values:[\"left\",\"right\",\"auto\"],dflt:\"auto\",editType:\"none\"},namelength:{valType:\"integer\",min:-1,dflt:15,editType:\"none\"},editType:\"none\"},selectdirection:{valType:\"enumerated\",values:[\"h\",\"v\",\"d\",\"any\"],dflt:\"any\",editType:\"none\"}}},{\"../../plots/font_attributes\":856,\"./constants\":677}],685:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./helpers\").isUnifiedHover,a=t(\"./layout_attributes\"),o=t(\"./hovermode_defaults\"),s=t(\"./hoverlabel_defaults\");e.exports=function(t,e,r){function l(r,i){return n.coerce(t,e,a,r,i)}var c=o(t,e,r);c&&(l(\"hoverdistance\"),l(\"spikedistance\",i(c)?-1:void 0)),\"select\"===l(\"dragmode\")&&l(\"selectdirection\");var u=e._has(\"mapbox\"),f=e._has(\"geo\"),h=e._basePlotModules.length;\"zoom\"===e.dragmode&&((u||f)&&1===h||u&&f&&2===h)&&(e.dragmode=\"pan\"),s(t,e,l)}},{\"../../lib\":778,\"./helpers\":679,\"./hoverlabel_defaults\":681,\"./hovermode_defaults\":682,\"./layout_attributes\":684}],686:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./hoverlabel_defaults\"),a=t(\"./layout_attributes\");e.exports=function(t,e){i(t,e,(function(r,i){return n.coerce(t,e,a,r,i)}))}},{\"../../lib\":778,\"./hoverlabel_defaults\":681,\"./layout_attributes\":684}],687:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../lib/regex\").counter,a=t(\"../../plots/domain\").attributes,o=t(\"../../plots/cartesian/constants\").idRegex,s=t(\"../../plot_api/plot_template\"),l={rows:{valType:\"integer\",min:1,editType:\"plot\"},roworder:{valType:\"enumerated\",values:[\"top to bottom\",\"bottom to top\"],dflt:\"top to bottom\",editType:\"plot\"},columns:{valType:\"integer\",min:1,editType:\"plot\"},subplots:{valType:\"info_array\",freeLength:!0,dimensions:2,items:{valType:\"enumerated\",values:[i(\"xy\").toString(),\"\"],editType:\"plot\"},editType:\"plot\"},xaxes:{valType:\"info_array\",freeLength:!0,items:{valType:\"enumerated\",values:[o.x.toString(),\"\"],editType:\"plot\"},editType:\"plot\"},yaxes:{valType:\"info_array\",freeLength:!0,items:{valType:\"enumerated\",values:[o.y.toString(),\"\"],editType:\"plot\"},editType:\"plot\"},pattern:{valType:\"enumerated\",values:[\"independent\",\"coupled\"],dflt:\"coupled\",editType:\"plot\"},xgap:{valType:\"number\",min:0,max:1,editType:\"plot\"},ygap:{valType:\"number\",min:0,max:1,editType:\"plot\"},domain:a({name:\"grid\",editType:\"plot\",noGridCell:!0},{}),xside:{valType:\"enumerated\",values:[\"bottom\",\"bottom plot\",\"top plot\",\"top\"],dflt:\"bottom plot\",editType:\"plot\"},yside:{valType:\"enumerated\",values:[\"left\",\"left plot\",\"right plot\",\"right\"],dflt:\"left plot\",editType:\"plot\"},editType:\"plot\"};function c(t,e,r){var n=e[r+\"axes\"],i=Object.keys((t._splomAxes||{})[r]||{});return Array.isArray(n)?n:i.length?i:void 0}function u(t,e,r,n,i,a){var o=e(t+\"gap\",r),s=e(\"domain.\"+t);e(t+\"side\",n);for(var l=new Array(i),c=s[0],u=(s[1]-c)/(i-o),f=u*(1-o),h=0;h<i;h++){var p=c+u*h;l[a?i-1-h:h]=[p,p+f]}return l}function f(t,e,r,n,i){var a,o=new Array(r);function s(t,r){-1!==e.indexOf(r)&&void 0===n[r]?(o[t]=r,n[r]=t):o[t]=\"\"}if(Array.isArray(t))for(a=0;a<r;a++)s(a,t[a]);else for(s(0,i),a=1;a<r;a++)s(a,i+(a+1));return o}e.exports={moduleType:\"component\",name:\"grid\",schema:{layout:{grid:l}},layoutAttributes:l,sizeDefaults:function(t,e){var r=t.grid||{},i=c(e,r,\"x\"),a=c(e,r,\"y\");if(t.grid||i||a){var o,f,h=Array.isArray(r.subplots)&&Array.isArray(r.subplots[0]),p=Array.isArray(i),d=Array.isArray(a),g=p&&i!==r.xaxes&&d&&a!==r.yaxes;h?(o=r.subplots.length,f=r.subplots[0].length):(d&&(o=a.length),p&&(f=i.length));var m=s.newContainer(e,\"grid\"),v=k(\"rows\",o),y=k(\"columns\",f);if(v*y>1){if(!h&&!p&&!d)\"independent\"===k(\"pattern\")&&(h=!0);m._hasSubplotGrid=h;var x,b,_=\"top to bottom\"===k(\"roworder\"),w=h?.2:.1,T=h?.3:.1;g&&e._splomGridDflt&&(x=e._splomGridDflt.xside,b=e._splomGridDflt.yside),m._domains={x:u(\"x\",k,w,x,y),y:u(\"y\",k,T,b,v,_)}}else delete e.grid}function k(t,e){return n.coerce(r,m,l,t,e)}},contentDefaults:function(t,e){var r=e.grid;if(r&&r._domains){var n,i,a,o,s,l,u,h=t.grid||{},p=e._subplots,d=r._hasSubplotGrid,g=r.rows,m=r.columns,v=\"independent\"===r.pattern,y=r._axisMap={};if(d){var x=h.subplots||[];l=r.subplots=new Array(g);var b=1;for(n=0;n<g;n++){var _=l[n]=new Array(m),w=x[n]||[];for(i=0;i<m;i++)if(v?(s=1===b?\"xy\":\"x\"+b+\"y\"+b,b++):s=w[i],_[i]=\"\",-1!==p.cartesian.indexOf(s)){if(u=s.indexOf(\"y\"),a=s.slice(0,u),o=s.slice(u),void 0!==y[a]&&y[a]!==i||void 0!==y[o]&&y[o]!==n)continue;_[i]=s,y[a]=i,y[o]=n}}}else{var T=c(e,h,\"x\"),k=c(e,h,\"y\");r.xaxes=f(T,p.xaxis,m,y,\"x\"),r.yaxes=f(k,p.yaxis,g,y,\"y\")}var M=r._anchors={},A=\"top to bottom\"===r.roworder;for(var S in y){var E,C,L,I=S.charAt(0),P=r[I+\"side\"];if(P.length<8)M[S]=\"free\";else if(\"x\"===I){if(\"t\"===P.charAt(0)===A?(E=0,C=1,L=g):(E=g-1,C=-1,L=-1),d){var z=y[S];for(n=E;n!==L;n+=C)if((s=l[n][z])&&(u=s.indexOf(\"y\"),s.slice(0,u)===S)){M[S]=s.slice(u);break}}else for(n=E;n!==L;n+=C)if(o=r.yaxes[n],-1!==p.cartesian.indexOf(S+o)){M[S]=o;break}}else if(\"l\"===P.charAt(0)?(E=0,C=1,L=m):(E=m-1,C=-1,L=-1),d){var O=y[S];for(n=E;n!==L;n+=C)if((s=l[O][n])&&(u=s.indexOf(\"y\"),s.slice(u)===S)){M[S]=s.slice(0,u);break}}else for(n=E;n!==L;n+=C)if(a=r.xaxes[n],-1!==p.cartesian.indexOf(a+S)){M[S]=a;break}}}}}},{\"../../lib\":778,\"../../lib/regex\":795,\"../../plot_api/plot_template\":817,\"../../plots/cartesian/constants\":834,\"../../plots/domain\":855}],688:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/constants\"),i=t(\"../../plot_api/plot_template\").templatedArray;t(\"../../constants/axis_placeable_objects\");e.exports=i(\"image\",{visible:{valType:\"boolean\",dflt:!0,editType:\"arraydraw\"},source:{valType:\"string\",editType:\"arraydraw\"},layer:{valType:\"enumerated\",values:[\"below\",\"above\"],dflt:\"above\",editType:\"arraydraw\"},sizex:{valType:\"number\",dflt:0,editType:\"arraydraw\"},sizey:{valType:\"number\",dflt:0,editType:\"arraydraw\"},sizing:{valType:\"enumerated\",values:[\"fill\",\"contain\",\"stretch\"],dflt:\"contain\",editType:\"arraydraw\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,editType:\"arraydraw\"},x:{valType:\"any\",dflt:0,editType:\"arraydraw\"},y:{valType:\"any\",dflt:0,editType:\"arraydraw\"},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\",editType:\"arraydraw\"},yanchor:{valType:\"enumerated\",values:[\"top\",\"middle\",\"bottom\"],dflt:\"top\",editType:\"arraydraw\"},xref:{valType:\"enumerated\",values:[\"paper\",n.idRegex.x.toString()],dflt:\"paper\",editType:\"arraydraw\"},yref:{valType:\"enumerated\",values:[\"paper\",n.idRegex.y.toString()],dflt:\"paper\",editType:\"arraydraw\"},editType:\"arraydraw\"})},{\"../../constants/axis_placeable_objects\":746,\"../../plot_api/plot_template\":817,\"../../plots/cartesian/constants\":834}],689:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib/to_log_range\");e.exports=function(t,e,r,a){e=e||{};var o=\"log\"===r&&\"linear\"===e.type,s=\"linear\"===r&&\"log\"===e.type;if(o||s)for(var l,c,u=t._fullLayout.images,f=e._id.charAt(0),h=0;h<u.length;h++)if(c=\"images[\"+h+\"].\",(l=u[h])[f+\"ref\"]===e._id){var p=l[f],d=l[\"size\"+f],g=null,m=null;if(o){g=i(p,e.range);var v=d/Math.pow(10,g)/2;m=2*Math.log(v+Math.sqrt(1+v*v))/Math.LN10}else m=(g=Math.pow(10,p))*(Math.pow(10,d/2)-Math.pow(10,-d/2));n(g)?n(m)||(m=null):(g=null,m=null),a(c+f,g),a(c+\"size\"+f,m)}}},{\"../../lib/to_log_range\":805,\"fast-isnumeric\":241}],690:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../plots/array_container_defaults\"),o=t(\"./attributes\");function s(t,e,r){function a(r,i){return n.coerce(t,e,o,r,i)}var s=a(\"source\");if(!a(\"visible\",!!s))return e;a(\"layer\"),a(\"xanchor\"),a(\"yanchor\"),a(\"sizex\"),a(\"sizey\"),a(\"sizing\"),a(\"opacity\");for(var l={_fullLayout:r},c=[\"x\",\"y\"],u=0;u<2;u++){var f=c[u],h=i.coerceRef(t,e,l,f,\"paper\",void 0);if(\"paper\"!==h)i.getFromId(l,h)._imgIndices.push(e._index);i.coercePosition(e,l,a,h,f,0)}return e}e.exports=function(t,e){a(t,e,{name:\"images\",handleItemDefaults:s})}},{\"../../lib\":778,\"../../plots/array_container_defaults\":823,\"../../plots/cartesian/axes\":828,\"./attributes\":688}],691:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../drawing\"),a=t(\"../../plots/cartesian/axes\"),o=t(\"../../plots/cartesian/axis_ids\"),s=t(\"../../constants/xmlns_namespaces\");e.exports=function(t){var e,r,l=t._fullLayout,c=[],u={},f=[];for(r=0;r<l.images.length;r++){var h=l.images[r];if(h.visible)if(\"below\"===h.layer&&\"paper\"!==h.xref&&\"paper\"!==h.yref){e=o.ref2id(h.xref)+o.ref2id(h.yref);var p=l._plots[e];if(!p){f.push(h);continue}p.mainplot&&(e=p.mainplot.id),u[e]||(u[e]=[]),u[e].push(h)}else\"above\"===h.layer?c.push(h):f.push(h)}var d={left:{sizing:\"xMin\",offset:0},center:{sizing:\"xMid\",offset:-.5},right:{sizing:\"xMax\",offset:-1}},g={top:{sizing:\"YMin\",offset:0},middle:{sizing:\"YMid\",offset:-.5},bottom:{sizing:\"YMax\",offset:-1}};function m(e){var r=n.select(this);if(this._imgSrc!==e.source)if(r.attr(\"xmlns\",s.svg),e.source&&\"data:\"===e.source.slice(0,5))r.attr(\"xlink:href\",e.source),this._imgSrc=e.source;else{var i=new Promise(function(t){var n=new Image;function i(){r.remove(),t()}this.img=n,n.setAttribute(\"crossOrigin\",\"anonymous\"),n.onerror=i,n.onload=function(){var e=document.createElement(\"canvas\");e.width=this.width,e.height=this.height,e.getContext(\"2d\").drawImage(this,0,0);var n=e.toDataURL(\"image/png\");r.attr(\"xlink:href\",n),t()},r.on(\"error\",i),n.src=e.source,this._imgSrc=e.source}.bind(this));t._promises.push(i)}}function v(e){var r,o,s=n.select(this),c=a.getFromId(t,e.xref),u=a.getFromId(t,e.yref),f=\"domain\"===a.getRefType(e.xref),h=\"domain\"===a.getRefType(e.yref),p=l._size;r=void 0!==c?\"string\"==typeof e.xref&&f?c._length*e.sizex:Math.abs(c.l2p(e.sizex)-c.l2p(0)):e.sizex*p.w,o=void 0!==u?\"string\"==typeof e.yref&&h?u._length*e.sizey:Math.abs(u.l2p(e.sizey)-u.l2p(0)):e.sizey*p.h;var m,v,y=r*d[e.xanchor].offset,x=o*g[e.yanchor].offset,b=d[e.xanchor].sizing+g[e.yanchor].sizing;switch(m=void 0!==c?\"string\"==typeof e.xref&&f?c._length*e.x+c._offset:c.r2p(e.x)+c._offset:e.x*p.w+p.l,m+=y,v=void 0!==u?\"string\"==typeof e.yref&&h?u._length*(1-e.y)+u._offset:u.r2p(e.y)+u._offset:p.h-e.y*p.h+p.t,v+=x,e.sizing){case\"fill\":b+=\" slice\";break;case\"stretch\":b=\"none\"}s.attr({x:m,y:v,width:r,height:o,preserveAspectRatio:b,opacity:e.opacity});var _=(c&&\"domain\"!==a.getRefType(e.xref)?c._id:\"\")+(u&&\"domain\"!==a.getRefType(e.yref)?u._id:\"\");i.setClipUrl(s,_?\"clip\"+l._uid+_:null,t)}var y=l._imageLowerLayer.selectAll(\"image\").data(f),x=l._imageUpperLayer.selectAll(\"image\").data(c);y.enter().append(\"image\"),x.enter().append(\"image\"),y.exit().remove(),x.exit().remove(),y.each((function(t){m.bind(this)(t),v.bind(this)(t)})),x.each((function(t){m.bind(this)(t),v.bind(this)(t)}));var b=Object.keys(l._plots);for(r=0;r<b.length;r++){e=b[r];var _=l._plots[e];if(_.imagelayer){var w=_.imagelayer.selectAll(\"image\").data(u[e]||[]);w.enter().append(\"image\"),w.exit().remove(),w.each((function(t){m.bind(this)(t),v.bind(this)(t)}))}}}},{\"../../constants/xmlns_namespaces\":754,\"../../plots/cartesian/axes\":828,\"../../plots/cartesian/axis_ids\":831,\"../drawing\":665,d3:169}],692:[function(t,e,r){\"use strict\";e.exports={moduleType:\"component\",name:\"images\",layoutAttributes:t(\"./attributes\"),supplyLayoutDefaults:t(\"./defaults\"),includeBasePlot:t(\"../../plots/cartesian/include_components\")(\"images\"),draw:t(\"./draw\"),convertCoords:t(\"./convert_coords\")}},{\"../../plots/cartesian/include_components\":840,\"./attributes\":688,\"./convert_coords\":689,\"./defaults\":690,\"./draw\":691}],693:[function(t,e,r){\"use strict\";var n=t(\"../../plots/font_attributes\"),i=t(\"../color/attributes\");e.exports={bgcolor:{valType:\"color\",editType:\"legend\"},bordercolor:{valType:\"color\",dflt:i.defaultLine,editType:\"legend\"},borderwidth:{valType:\"number\",min:0,dflt:0,editType:\"legend\"},font:n({editType:\"legend\"}),orientation:{valType:\"enumerated\",values:[\"v\",\"h\"],dflt:\"v\",editType:\"legend\"},traceorder:{valType:\"flaglist\",flags:[\"reversed\",\"grouped\"],extras:[\"normal\"],editType:\"legend\"},tracegroupgap:{valType:\"number\",min:0,dflt:10,editType:\"legend\"},itemsizing:{valType:\"enumerated\",values:[\"trace\",\"constant\"],dflt:\"trace\",editType:\"legend\"},itemwidth:{valType:\"number\",min:30,dflt:30,editType:\"legend\"},itemclick:{valType:\"enumerated\",values:[\"toggle\",\"toggleothers\",!1],dflt:\"toggle\",editType:\"legend\"},itemdoubleclick:{valType:\"enumerated\",values:[\"toggle\",\"toggleothers\",!1],dflt:\"toggleothers\",editType:\"legend\"},x:{valType:\"number\",min:-2,max:3,editType:\"legend\"},xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\",editType:\"legend\"},y:{valType:\"number\",min:-2,max:3,editType:\"legend\"},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],editType:\"legend\"},uirevision:{valType:\"any\",editType:\"none\"},valign:{valType:\"enumerated\",values:[\"top\",\"middle\",\"bottom\"],dflt:\"middle\",editType:\"legend\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"legend\"},font:n({editType:\"legend\"}),side:{valType:\"enumerated\",values:[\"top\",\"left\",\"top left\"],editType:\"legend\"},editType:\"legend\"},editType:\"legend\"}},{\"../../plots/font_attributes\":856,\"../color/attributes\":642}],694:[function(t,e,r){\"use strict\";e.exports={scrollBarWidth:6,scrollBarMinHeight:20,scrollBarColor:\"#808BA4\",scrollBarMargin:4,scrollBarEnterAttrs:{rx:20,ry:3,width:0,height:0},titlePad:2,itemGap:5}},{}],695:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../../plot_api/plot_template\"),o=t(\"./attributes\"),s=t(\"../../plots/layout_attributes\"),l=t(\"./helpers\");e.exports=function(t,e,r){for(var c=t.legend||{},u=0,f=!1,h=\"normal\",p=0;p<r.length;p++){var d=r[p];d.visible&&((d.showlegend||d._dfltShowLegend&&!(d._module&&d._module.attributes&&d._module.attributes.showlegend&&!1===d._module.attributes.showlegend.dflt))&&(u++,d.showlegend&&(f=!0,(n.traceIs(d,\"pie-like\")||!0===d._input.showlegend)&&u++)),(n.traceIs(d,\"bar\")&&\"stack\"===e.barmode||-1!==[\"tonextx\",\"tonexty\"].indexOf(d.fill))&&(h=l.isGrouped({traceorder:h})?\"grouped+reversed\":\"reversed\"),void 0!==d.legendgroup&&\"\"!==d.legendgroup&&(h=l.isReversed({traceorder:h})?\"reversed+grouped\":\"grouped\"))}var g=i.coerce(t,e,s,\"showlegend\",f&&u>1);if(!1!==g||c.uirevision){var m=a.newContainer(e,\"legend\");if(_(\"uirevision\",e.uirevision),!1!==g){_(\"bgcolor\",e.paper_bgcolor),_(\"bordercolor\"),_(\"borderwidth\"),i.coerceFont(_,\"font\",e.font);var v,y,x,b=_(\"orientation\");\"h\"===b?(v=0,n.getComponentMethod(\"rangeslider\",\"isVisible\")(t.xaxis)?(y=1.1,x=\"bottom\"):(y=-.1,x=\"top\")):(v=1.02,y=1,x=\"auto\"),_(\"traceorder\",h),l.isGrouped(e.legend)&&_(\"tracegroupgap\"),_(\"itemsizing\"),_(\"itemwidth\"),_(\"itemclick\"),_(\"itemdoubleclick\"),_(\"x\",v),_(\"xanchor\"),_(\"y\",y),_(\"yanchor\",x),_(\"valign\"),i.noneOrAll(c,m,[\"x\",\"y\"]),_(\"title.text\")&&(_(\"title.side\",\"h\"===b?\"left\":\"top\"),i.coerceFont(_,\"title.font\",e.font))}}function _(t,e){return i.coerce(c,m,o,t,e)}}},{\"../../lib\":778,\"../../plot_api/plot_template\":817,\"../../plots/layout_attributes\":882,\"../../registry\":911,\"./attributes\":693,\"./helpers\":699}],696:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=t(\"../../plots/plots\"),o=t(\"../../registry\"),s=t(\"../../lib/events\"),l=t(\"../dragelement\"),c=t(\"../drawing\"),u=t(\"../color\"),f=t(\"../../lib/svg_text_utils\"),h=t(\"./handle_click\"),p=t(\"./constants\"),d=t(\"../../constants/alignment\"),g=d.LINE_SPACING,m=d.FROM_TL,v=d.FROM_BR,y=t(\"./get_legend_data\"),x=t(\"./style\"),b=t(\"./helpers\");function _(t,e,r,n,i){var a=r.data()[0][0].trace,l={event:i,node:r.node(),curveNumber:a.index,expandedIndex:a._expandedIndex,data:t.data,layout:t.layout,frames:t._transitionData._frames,config:t._context,fullData:t._fullData,fullLayout:t._fullLayout};if(a._group&&(l.group=a._group),o.traceIs(a,\"pie-like\")&&(l.label=r.datum()[0].label),!1!==s.triggerHandler(t,\"plotly_legendclick\",l))if(1===n)e._clickTimeout=setTimeout((function(){h(r,t,n)}),t._context.doubleClickDelay);else if(2===n){e._clickTimeout&&clearTimeout(e._clickTimeout),t._legendMouseDownTime=0,!1!==s.triggerHandler(t,\"plotly_legenddoubleclick\",l)&&h(r,t,n)}}function w(t,e,r){var n,a=t.data()[0][0],s=a.trace,l=o.traceIs(s,\"pie-like\"),u=s.index,h=r._main&&e._context.edits.legendText&&!l,d=r._maxNameLength;r.entries?n=a.text:(n=l?a.label:s.name,s._meta&&(n=i.templateString(n,s._meta)));var g=i.ensureSingle(t,\"text\",\"legendtext\");g.attr(\"text-anchor\",\"start\").call(c.font,r.font).text(h?T(n,d):n);var m=r.itemwidth+2*p.itemGap;f.positionText(g,m,0),h?g.call(f.makeEditable,{gd:e,text:n}).call(M,t,e,r).on(\"edit\",(function(n){this.text(T(n,d)).call(M,t,e,r);var s=a.trace._fullInput||{},l={};if(o.hasTransform(s,\"groupby\")){var c=o.getTransformIndices(s,\"groupby\"),f=c[c.length-1],h=i.keyedContainer(s,\"transforms[\"+f+\"].styles\",\"target\",\"value.name\");h.set(a.trace._group,n),l=h.constructUpdate()}else l.name=n;return o.call(\"_guiRestyle\",e,l,u)})):M(g,t,e,r)}function T(t,e){var r=Math.max(4,e);if(t&&t.trim().length>=r/2)return t;for(var n=r-(t=t||\"\").length;n>0;n--)t+=\" \";return t}function k(t,e){var r,a=e._context.doubleClickDelay,o=1,s=i.ensureSingle(t,\"rect\",\"legendtoggle\",(function(t){e._context.staticPlot||t.style(\"cursor\",\"pointer\").attr(\"pointer-events\",\"all\"),t.call(u.fill,\"rgba(0,0,0,0)\")}));e._context.staticPlot||(s.on(\"mousedown\",(function(){(r=(new Date).getTime())-e._legendMouseDownTime<a?o+=1:(o=1,e._legendMouseDownTime=r)})),s.on(\"mouseup\",(function(){if(!e._dragged&&!e._editing){var r=e._fullLayout.legend;(new Date).getTime()-e._legendMouseDownTime>a&&(o=Math.max(o-1,1)),_(e,r,t,o,n.event)}})))}function M(t,e,r,n){n._main||t.attr(\"data-notex\",!0),f.convertToTspans(t,r,(function(){!function(t,e,r){var n=t.data()[0][0];if(r._main&&n&&!n.trace.showlegend)return void t.remove();var i=t.select(\"g[class*=math-group]\"),a=i.node();r||(r=e._fullLayout.legend);var o,s,l=r.borderwidth,u=(n?r:r.title).font.size*g;if(a){var h=c.bBox(a);o=h.height,s=h.width,n?c.setTranslate(i,0,.25*o):c.setTranslate(i,l,.75*o+l)}else{var d=t.select(n?\".legendtext\":\".legendtitletext\"),m=f.lineCount(d),v=d.node();o=u*m,s=v?c.bBox(v).width:0;var y=u*((m-1)/2-.3);if(n){var x=r.itemwidth+2*p.itemGap;f.positionText(d,x,-y)}else f.positionText(d,p.titlePad+l,u+l)}n?(n.lineHeight=u,n.height=Math.max(o,16)+3,n.width=s):(r._titleWidth=s,r._titleHeight=o)}(e,r,n)}))}function A(t){return i.isRightAnchor(t)?\"right\":i.isCenterAnchor(t)?\"center\":\"left\"}function S(t){return i.isBottomAnchor(t)?\"bottom\":i.isMiddleAnchor(t)?\"middle\":\"top\"}e.exports=function(t,e){var r,s=t._fullLayout,f=\"legend\"+s._uid;if(e?(r=e.layer,f+=\"-hover\"):((e=s.legend||{})._main=!0,r=s._infolayer),r){var h;if(t._legendMouseDownTime||(t._legendMouseDownTime=0),e._main){if(!t.calcdata)return;h=s.showlegend&&y(t.calcdata,e)}else{if(!e.entries)return;h=y(e.entries,e)}var d=s.hiddenlabels||[];if(e._main&&(!s.showlegend||!h.length))return r.selectAll(\".legend\").remove(),s._topdefs.select(\"#\"+f).remove(),a.autoMargin(t,\"legend\");var g=i.ensureSingle(r,\"g\",\"legend\",(function(t){e._main&&t.attr(\"pointer-events\",\"all\")})),T=i.ensureSingleById(s._topdefs,\"clipPath\",f,(function(t){t.append(\"rect\")})),E=i.ensureSingle(g,\"rect\",\"bg\",(function(t){t.attr(\"shape-rendering\",\"crispEdges\")}));E.call(u.stroke,e.bordercolor).call(u.fill,e.bgcolor).style(\"stroke-width\",e.borderwidth+\"px\");var C=i.ensureSingle(g,\"g\",\"scrollbox\"),L=e.title;if(e._titleWidth=0,e._titleHeight=0,L.text){var I=i.ensureSingle(C,\"text\",\"legendtitletext\");I.attr(\"text-anchor\",\"start\").call(c.font,L.font).text(L.text),M(I,C,t,e)}else C.selectAll(\".legendtitletext\").remove();var P=i.ensureSingle(g,\"rect\",\"scrollbar\",(function(t){t.attr(p.scrollBarEnterAttrs).call(u.fill,p.scrollBarColor)})),z=C.selectAll(\"g.groups\").data(h);z.enter().append(\"g\").attr(\"class\",\"groups\"),z.exit().remove();var O=z.selectAll(\"g.traces\").data(i.identity);O.enter().append(\"g\").attr(\"class\",\"traces\"),O.exit().remove(),O.style(\"opacity\",(function(t){var e=t[0].trace;return o.traceIs(e,\"pie-like\")?-1!==d.indexOf(t[0].label)?.5:1:\"legendonly\"===e.visible?.5:1})).each((function(){n.select(this).call(w,t,e)})).call(x,t,e).each((function(){e._main&&n.select(this).call(k,t)})),i.syncOrAsync([a.previousPromises,function(){return function(t,e,r,i){var a=t._fullLayout;i||(i=a.legend);var o=a._size,s=b.isVertical(i),l=b.isGrouped(i),u=i.borderwidth,f=2*u,h=p.itemGap,d=i.itemwidth+2*h,g=2*(u+h),m=S(i),v=i.y<0||0===i.y&&\"top\"===m,y=i.y>1||1===i.y&&\"bottom\"===m;i._maxHeight=Math.max(v||y?a.height/2:o.h,30);var x=0;i._width=0,i._height=0;var _=function(t){var e=0,r=0,n=t.title.side;n&&(-1!==n.indexOf(\"left\")&&(e=t._titleWidth),-1!==n.indexOf(\"top\")&&(r=t._titleHeight));return[e,r]}(i);if(s)r.each((function(t){var e=t[0].height;c.setTranslate(this,u+_[0],u+_[1]+i._height+e/2+h),i._height+=e,i._width=Math.max(i._width,t[0].width)})),x=d+i._width,i._width+=h+d+f,i._height+=g,l&&(e.each((function(t,e){c.setTranslate(this,0,e*i.tracegroupgap)})),i._height+=(i._lgroupsLength-1)*i.tracegroupgap);else{var w=A(i),T=i.x<0||0===i.x&&\"right\"===w,k=i.x>1||1===i.x&&\"left\"===w,M=y||v,E=a.width/2;i._maxWidth=Math.max(T?M&&\"left\"===w?o.l+o.w:E:k?M&&\"right\"===w?o.r+o.w:E:o.w,2*d);var C=0,L=0;r.each((function(t){var e=t[0].width+d;C=Math.max(C,e),L+=e})),x=null;var I=0;if(l){var P=0,z=0,O=0;e.each((function(){var t=0,e=0;n.select(this).selectAll(\"g.traces\").each((function(r){var n=r[0].height;c.setTranslate(this,_[0],_[1]+u+h+n/2+e),e+=n,t=Math.max(t,d+r[0].width)})),P=Math.max(P,e);var r=t+h;r+u+z>i._maxWidth&&(I=Math.max(I,z),z=0,O+=P+i.tracegroupgap,P=e),c.setTranslate(this,z,O),z+=r})),i._width=Math.max(I,z)+u,i._height=O+P+g}else{var D=r.size(),R=L+f+(D-1)*h<i._maxWidth,F=0,B=0,N=0,j=0;r.each((function(t){var e=t[0].height,r=d+t[0].width,n=(R?r:C)+h;n+u+B-h>=i._maxWidth&&(I=Math.max(I,j),B=0,N+=F,i._height+=F,F=0),c.setTranslate(this,_[0]+u+B,_[1]+u+N+e/2+h),j=B+r+h,B+=n,F=Math.max(F,e)})),R?(i._width=B+f,i._height=F+g):(i._width=Math.max(I,j)+f,i._height+=F+g)}}i._width=Math.ceil(Math.max(i._width+_[0],i._titleWidth+2*(u+p.titlePad))),i._height=Math.ceil(Math.max(i._height+_[1],i._titleHeight+2*(u+p.itemGap))),i._effHeight=Math.min(i._height,i._maxHeight);var U=t._context.edits,V=U.legendText||U.legendPosition;r.each((function(t){var e=n.select(this).select(\".legendtoggle\"),r=t[0].height,i=V?d:x||d+t[0].width;s||(i+=h/2),c.setRect(e,0,-r/2,i,r)}))}(t,z,O,e)},function(){if(!e._main||!function(t){var e=t._fullLayout.legend,r=A(e),n=S(e);return a.autoMargin(t,\"legend\",{x:e.x,y:e.y,l:e._width*m[r],r:e._width*v[r],b:e._effHeight*v[n],t:e._effHeight*m[n]})}(t)){var u,h,d,y,x=s._size,b=e.borderwidth,w=x.l+x.w*e.x-m[A(e)]*e._width,k=x.t+x.h*(1-e.y)-m[S(e)]*e._effHeight;if(e._main&&s.margin.autoexpand){var M=w,L=k;w=i.constrain(w,0,s.width-e._width),k=i.constrain(k,0,s.height-e._effHeight),w!==M&&i.log(\"Constrain legend.x to make legend fit inside graph\"),k!==L&&i.log(\"Constrain legend.y to make legend fit inside graph\")}if(e._main&&c.setTranslate(g,w,k),P.on(\".drag\",null),g.on(\"wheel\",null),!e._main||e._height<=e._maxHeight||t._context.staticPlot){var I=e._effHeight;e._main||(I=e._height),E.attr({width:e._width-b,height:I-b,x:b/2,y:b/2}),c.setTranslate(C,0,0),T.select(\"rect\").attr({width:e._width-2*b,height:I-2*b,x:b,y:b}),c.setClipUrl(C,f,t),c.setRect(P,0,0,0,0),delete e._scrollY}else{var z,O,D,R=Math.max(p.scrollBarMinHeight,e._effHeight*e._effHeight/e._height),F=e._effHeight-R-2*p.scrollBarMargin,B=e._height-e._effHeight,N=F/B,j=Math.min(e._scrollY||0,B);E.attr({width:e._width-2*b+p.scrollBarWidth+p.scrollBarMargin,height:e._effHeight-b,x:b/2,y:b/2}),T.select(\"rect\").attr({width:e._width-2*b+p.scrollBarWidth+p.scrollBarMargin,height:e._effHeight-2*b,x:b,y:b+j}),c.setClipUrl(C,f,t),q(j,R,N),g.on(\"wheel\",(function(){q(j=i.constrain(e._scrollY+n.event.deltaY/F*B,0,B),R,N),0!==j&&j!==B&&n.event.preventDefault()}));var U=n.behavior.drag().on(\"dragstart\",(function(){var t=n.event.sourceEvent;z=\"touchstart\"===t.type?t.changedTouches[0].clientY:t.clientY,D=j})).on(\"drag\",(function(){var t=n.event.sourceEvent;2===t.buttons||t.ctrlKey||(O=\"touchmove\"===t.type?t.changedTouches[0].clientY:t.clientY,q(j=function(t,e,r){var n=(r-e)/N+t;return i.constrain(n,0,B)}(D,z,O),R,N))}));P.call(U);var V=n.behavior.drag().on(\"dragstart\",(function(){var t=n.event.sourceEvent;\"touchstart\"===t.type&&(z=t.changedTouches[0].clientY,D=j)})).on(\"drag\",(function(){var t=n.event.sourceEvent;\"touchmove\"===t.type&&(O=t.changedTouches[0].clientY,q(j=function(t,e,r){var n=(e-r)/N+t;return i.constrain(n,0,B)}(D,z,O),R,N))}));C.call(V)}if(t._context.edits.legendPosition)g.classed(\"cursor-move\",!0),l.init({element:g.node(),gd:t,prepFn:function(){var t=c.getTranslate(g);d=t.x,y=t.y},moveFn:function(t,r){var n=d+t,i=y+r;c.setTranslate(g,n,i),u=l.align(n,0,x.l,x.l+x.w,e.xanchor),h=l.align(i,0,x.t+x.h,x.t,e.yanchor)},doneFn:function(){void 0!==u&&void 0!==h&&o.call(\"_guiRelayout\",t,{\"legend.x\":u,\"legend.y\":h})},clickFn:function(e,n){var i=r.selectAll(\"g.traces\").filter((function(){var t=this.getBoundingClientRect();return n.clientX>=t.left&&n.clientX<=t.right&&n.clientY>=t.top&&n.clientY<=t.bottom}));i.size()>0&&_(t,g,i,e,n)}})}function q(r,n,i){e._scrollY=t._fullLayout.legend._scrollY=r,c.setTranslate(C,0,-r),c.setRect(P,e._width,p.scrollBarMargin+r*i,p.scrollBarWidth,n),T.select(\"rect\").attr(\"y\",b+r)}}],t)}}},{\"../../constants/alignment\":745,\"../../lib\":778,\"../../lib/events\":767,\"../../lib/svg_text_utils\":803,\"../../plots/plots\":891,\"../../registry\":911,\"../color\":643,\"../dragelement\":662,\"../drawing\":665,\"./constants\":694,\"./get_legend_data\":697,\"./handle_click\":698,\"./helpers\":699,\"./style\":701,d3:169}],697:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"./helpers\");e.exports=function(t,e){var r,a,o={},s=[],l=!1,c={},u=0,f=0,h=e._main;function p(t,r){if(\"\"!==t&&i.isGrouped(e))-1===s.indexOf(t)?(s.push(t),l=!0,o[t]=[[r]]):o[t].push([r]);else{var n=\"~~i\"+u;s.push(n),o[n]=[[r]],u++}}for(r=0;r<t.length;r++){var d=t[r],g=d[0],m=g.trace,v=m.legendgroup;if(!h||m.visible&&m.showlegend)if(n.traceIs(m,\"pie-like\"))for(c[v]||(c[v]={}),a=0;a<d.length;a++){var y=d[a].label;c[v][y]||(p(v,{label:y,color:d[a].color,i:d[a].i,trace:m,pts:d[a].pts}),c[v][y]=!0,f=Math.max(f,(y||\"\").length))}else p(v,g),f=Math.max(f,(m.name||\"\").length)}if(!s.length)return[];var x,b,_=s.length;if(l&&i.isGrouped(e))for(b=new Array(_),r=0;r<_;r++)x=o[s[r]],b[r]=i.isReversed(e)?x.reverse():x;else{for(b=[new Array(_)],r=0;r<_;r++)x=o[s[r]][0],b[0][i.isReversed(e)?_-r-1:r]=x;_=1}return e._lgroupsLength=_,e._maxNameLength=f,b}},{\"../../registry\":911,\"./helpers\":699}],698:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../registry\"),a=!0;e.exports=function(t,e,r){var o=e._fullLayout;if(!e._dragged&&!e._editing){var s,l=o.legend.itemclick,c=o.legend.itemdoubleclick;if(1===r&&\"toggle\"===l&&\"toggleothers\"===c&&a&&e.data&&e._context.showTips?(n.notifier(n._(e,\"Double-click on legend to isolate one trace\"),\"long\"),a=!1):a=!1,1===r?s=l:2===r&&(s=c),s){var u,f,h,p,d,g=o.hiddenlabels?o.hiddenlabels.slice():[],m=t.data()[0][0],v=e._fullData,y=m.trace,x=y.legendgroup,b={},_=[],w=[],T=[];if(i.traceIs(y,\"pie-like\")){var k=m.label,M=g.indexOf(k);\"toggle\"===s?-1===M?g.push(k):g.splice(M,1):\"toggleothers\"===s&&(g=[],e.calcdata[0].forEach((function(t){k!==t.label&&g.push(t.label)})),e._fullLayout.hiddenlabels&&e._fullLayout.hiddenlabels.length===g.length&&-1===M&&(g=[])),i.call(\"_guiRelayout\",e,\"hiddenlabels\",g)}else{var A,S=x&&x.length,E=[];if(S)for(u=0;u<v.length;u++)(A=v[u]).visible&&A.legendgroup===x&&E.push(u);if(\"toggle\"===s){var C;switch(y.visible){case!0:C=\"legendonly\";break;case!1:C=!1;break;case\"legendonly\":C=!0}if(S)for(u=0;u<v.length;u++)!1!==v[u].visible&&v[u].legendgroup===x&&B(v[u],C);else B(y,C)}else if(\"toggleothers\"===s){var L,I,P,z,O=!0;for(u=0;u<v.length;u++)if(L=v[u]===y,P=!0!==v[u].showlegend,!(L||P||(I=S&&v[u].legendgroup===x)||!0!==v[u].visible||i.traceIs(v[u],\"notLegendIsolatable\"))){O=!1;break}for(u=0;u<v.length;u++)if(!1!==v[u].visible&&!i.traceIs(v[u],\"notLegendIsolatable\"))switch(y.visible){case\"legendonly\":B(v[u],!0);break;case!0:z=!!O||\"legendonly\",L=v[u]===y,P=!0!==v[u].showlegend&&!v[u].legendgroup,I=L||S&&v[u].legendgroup===x,B(v[u],!(!I&&!P)||z)}}for(u=0;u<w.length;u++)if(h=w[u]){var D=h.constructUpdate(),R=Object.keys(D);for(f=0;f<R.length;f++)p=R[f],(b[p]=b[p]||[])[T[u]]=D[p]}for(d=Object.keys(b),u=0;u<d.length;u++)for(p=d[u],f=0;f<_.length;f++)b[p].hasOwnProperty(f)||(b[p][f]=void 0);i.call(\"_guiRestyle\",e,b,_)}}}function F(t,e,r){var n=_.indexOf(t),i=b[e];return i||(i=b[e]=[]),-1===_.indexOf(t)&&(_.push(t),n=_.length-1),i[n]=r,n}function B(t,e){var r=t._fullInput;if(i.hasTransform(r,\"groupby\")){var a=w[r.index];if(!a){var o=i.getTransformIndices(r,\"groupby\"),s=o[o.length-1];a=n.keyedContainer(r,\"transforms[\"+s+\"].styles\",\"target\",\"value.visible\"),w[r.index]=a}var l=a.get(t._group);void 0===l&&(l=!0),!1!==l&&a.set(t._group,e),T[r.index]=F(r.index,\"visible\",!1!==r.visible)}else{var c=!1!==r.visible&&e;F(r.index,\"visible\",c)}}}},{\"../../lib\":778,\"../../registry\":911}],699:[function(t,e,r){\"use strict\";r.isGrouped=function(t){return-1!==(t.traceorder||\"\").indexOf(\"grouped\")},r.isVertical=function(t){return\"h\"!==t.orientation},r.isReversed=function(t){return-1!==(t.traceorder||\"\").indexOf(\"reversed\")}},{}],700:[function(t,e,r){\"use strict\";e.exports={moduleType:\"component\",name:\"legend\",layoutAttributes:t(\"./attributes\"),supplyLayoutDefaults:t(\"./defaults\"),draw:t(\"./draw\"),style:t(\"./style\")}},{\"./attributes\":693,\"./defaults\":695,\"./draw\":696,\"./style\":701}],701:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../registry\"),a=t(\"../../lib\"),o=a.strTranslate,s=t(\"../drawing\"),l=t(\"../color\"),c=t(\"../colorscale/helpers\").extractOpts,u=t(\"../../traces/scatter/subtypes\"),f=t(\"../../traces/pie/style_one\"),h=t(\"../../traces/pie/helpers\").castOption,p=t(\"./constants\");function d(t,e){return(e?\"radial\":\"horizontal\")+(t?\"\":\"reversed\")}e.exports=function(t,e,r){var g=e._fullLayout;r||(r=g.legend);var m=\"constant\"===r.itemsizing,v=r.itemwidth,y=(v+2*p.itemGap)/2,x=o(y,0),b=function(t,e,r,n){var i;if(t+1)i=t;else{if(!(e&&e.width>0))return 0;i=e.width}return m?n:Math.min(i,r)};function _(t,e,r){var a=t[0].trace,o=a.marker||{},s=o.line||{},c=r?a.visible&&a.type===r:i.traceIs(a,\"bar\"),u=n.select(e).select(\"g.legendpoints\").selectAll(\"path.legend\"+r).data(c?[t]:[]);u.enter().append(\"path\").classed(\"legend\"+r,!0).attr(\"d\",\"M6,6H-6V-6H6Z\").attr(\"transform\",x),u.exit().remove(),u.each((function(t){var e=n.select(this),r=t[0],i=b(r.mlw,o.line,5,2);e.style(\"stroke-width\",i+\"px\").call(l.fill,r.mc||o.color),i&&l.stroke(e,r.mlc||s.color)}))}function w(t,e,r){var o=t[0],s=o.trace,l=r?s.visible&&s.type===r:i.traceIs(s,r),c=n.select(e).select(\"g.legendpoints\").selectAll(\"path.legend\"+r).data(l?[t]:[]);if(c.enter().append(\"path\").classed(\"legend\"+r,!0).attr(\"d\",\"M6,6H-6V-6H6Z\").attr(\"transform\",x),c.exit().remove(),c.size()){var u=(s.marker||{}).line,p=b(h(u.width,o.pts),u,5,2),d=a.minExtend(s,{marker:{line:{width:p}}});d.marker.line.color=u.color;var g=a.minExtend(o,{trace:d});f(c,g,d)}}t.each((function(t){var e=n.select(this),i=a.ensureSingle(e,\"g\",\"layers\");i.style(\"opacity\",t[0].trace.opacity);var s=r.valign,l=t[0].lineHeight,c=t[0].height;if(\"middle\"!==s&&l&&c){var u={top:1,bottom:-1}[s]*(.5*(l-c+3));i.attr(\"transform\",o(0,u))}else i.attr(\"transform\",null);i.selectAll(\"g.legendfill\").data([t]).enter().append(\"g\").classed(\"legendfill\",!0),i.selectAll(\"g.legendlines\").data([t]).enter().append(\"g\").classed(\"legendlines\",!0);var f=i.selectAll(\"g.legendsymbols\").data([t]);f.enter().append(\"g\").classed(\"legendsymbols\",!0),f.selectAll(\"g.legendpoints\").data([t]).enter().append(\"g\").classed(\"legendpoints\",!0)})).each((function(t){var r,i=t[0].trace,o=[];if(i.visible)switch(i.type){case\"histogram2d\":case\"heatmap\":o=[[\"M-15,-2V4H15V-2Z\"]],r=!0;break;case\"choropleth\":case\"choroplethmapbox\":o=[[\"M-6,-6V6H6V-6Z\"]],r=!0;break;case\"densitymapbox\":o=[[\"M-6,0 a6,6 0 1,0 12,0 a 6,6 0 1,0 -12,0\"]],r=\"radial\";break;case\"cone\":o=[[\"M-6,2 A2,2 0 0,0 -6,6 V6L6,4Z\"],[\"M-6,-6 A2,2 0 0,0 -6,-2 L6,-4Z\"],[\"M-6,-2 A2,2 0 0,0 -6,2 L6,0Z\"]],r=!1;break;case\"streamtube\":o=[[\"M-6,2 A2,2 0 0,0 -6,6 H6 A2,2 0 0,1 6,2 Z\"],[\"M-6,-6 A2,2 0 0,0 -6,-2 H6 A2,2 0 0,1 6,-6 Z\"],[\"M-6,-2 A2,2 0 0,0 -6,2 H6 A2,2 0 0,1 6,-2 Z\"]],r=!1;break;case\"surface\":o=[[\"M-6,-6 A2,3 0 0,0 -6,0 H6 A2,3 0 0,1 6,-6 Z\"],[\"M-6,1 A2,3 0 0,1 -6,6 H6 A2,3 0 0,0 6,0 Z\"]],r=!0;break;case\"mesh3d\":o=[[\"M-6,6H0L-6,-6Z\"],[\"M6,6H0L6,-6Z\"],[\"M-6,-6H6L0,6Z\"]],r=!1;break;case\"volume\":o=[[\"M-6,6H0L-6,-6Z\"],[\"M6,6H0L6,-6Z\"],[\"M-6,-6H6L0,6Z\"]],r=!0;break;case\"isosurface\":o=[[\"M-6,6H0L-6,-6Z\"],[\"M6,6H0L6,-6Z\"],[\"M-6,-6 A12,24 0 0,0 6,-6 L0,6Z\"]],r=!1}var u=n.select(this).select(\"g.legendpoints\").selectAll(\"path.legend3dandfriends\").data(o);u.enter().append(\"path\").classed(\"legend3dandfriends\",!0).attr(\"transform\",x).style(\"stroke-miterlimit\",1),u.exit().remove(),u.each((function(t,o){var u,f=n.select(this),h=c(i),p=h.colorscale,g=h.reversescale;if(p){if(!r){var m=p.length;u=0===o?p[g?m-1:0][1]:1===o?p[g?0:m-1][1]:p[Math.floor((m-1)/2)][1]}}else{var v=i.vertexcolor||i.facecolor||i.color;u=a.isArrayOrTypedArray(v)?v[o]||v[0]:v}f.attr(\"d\",t[0]),u?f.call(l.fill,u):f.call((function(t){if(t.size()){var n=\"legendfill-\"+i.uid;s.gradient(t,e,n,d(g,\"radial\"===r),p,\"fill\")}}))}))})).each((function(t){var e=t[0].trace,r=\"waterfall\"===e.type;if(t[0]._distinct&&r){var i=t[0].trace[t[0].dir].marker;return t[0].mc=i.color,t[0].mlw=i.line.width,t[0].mlc=i.line.color,_(t,this,\"waterfall\")}var a=[];e.visible&&r&&(a=t[0].hasTotals?[[\"increasing\",\"M-6,-6V6H0Z\"],[\"totals\",\"M6,6H0L-6,-6H-0Z\"],[\"decreasing\",\"M6,6V-6H0Z\"]]:[[\"increasing\",\"M-6,-6V6H6Z\"],[\"decreasing\",\"M6,6V-6H-6Z\"]]);var o=n.select(this).select(\"g.legendpoints\").selectAll(\"path.legendwaterfall\").data(a);o.enter().append(\"path\").classed(\"legendwaterfall\",!0).attr(\"transform\",x).style(\"stroke-miterlimit\",1),o.exit().remove(),o.each((function(t){var r=n.select(this),i=e[t[0]].marker,a=b(void 0,i.line,5,2);r.attr(\"d\",t[1]).style(\"stroke-width\",a+\"px\").call(l.fill,i.color),a&&r.call(l.stroke,i.line.color)}))})).each((function(t){_(t,this,\"funnel\")})).each((function(t){_(t,this)})).each((function(t){var r=t[0].trace,o=n.select(this).select(\"g.legendpoints\").selectAll(\"path.legendbox\").data(r.visible&&i.traceIs(r,\"box-violin\")?[t]:[]);o.enter().append(\"path\").classed(\"legendbox\",!0).attr(\"d\",\"M6,6H-6V-6H6Z\").attr(\"transform\",x),o.exit().remove(),o.each((function(){var t=n.select(this);if(\"all\"!==r.boxpoints&&\"all\"!==r.points||0!==l.opacity(r.fillcolor)||0!==l.opacity((r.line||{}).color)){var i=b(void 0,r.line,5,2);t.style(\"stroke-width\",i+\"px\").call(l.fill,r.fillcolor),i&&l.stroke(t,r.line.color)}else{var c=a.minExtend(r,{marker:{size:m?12:a.constrain(r.marker.size,2,16),sizeref:1,sizemin:1,sizemode:\"diameter\"}});o.call(s.pointStyle,c,e)}}))})).each((function(t){w(t,this,\"funnelarea\")})).each((function(t){w(t,this,\"pie\")})).each((function(t){var r,i,o=t[0],l=o.trace,f=l.visible&&l.fill&&\"none\"!==l.fill,h=u.hasLines(l),p=l.contours,g=!1,m=!1,y=c(l),x=y.colorscale,_=y.reversescale;if(p){var w=p.coloring;\"lines\"===w?g=!0:h=\"none\"===w||\"heatmap\"===w||p.showlines,\"constraint\"===p.type?f=\"=\"!==p._operation:\"fill\"!==w&&\"heatmap\"!==w||(m=!0)}var T=u.hasMarkers(l)||u.hasText(l),k=f||m,M=h||g,A=T||!k?\"M5,0\":M?\"M5,-2\":\"M5,-3\",S=n.select(this),E=S.select(\".legendfill\").selectAll(\"path\").data(f||m?[t]:[]);if(E.enter().append(\"path\").classed(\"js-fill\",!0),E.exit().remove(),E.attr(\"d\",A+\"h\"+v+\"v6h-\"+v+\"z\").call(f?s.fillGroupStyle:function(t){if(t.size()){var r=\"legendfill-\"+l.uid;s.gradient(t,e,r,d(_),x,\"fill\")}}),h||g){var C=b(void 0,l.line,10,5);i=a.minExtend(l,{line:{width:C}}),r=[a.minExtend(o,{trace:i})]}var L=S.select(\".legendlines\").selectAll(\"path\").data(h||g?[r]:[]);L.enter().append(\"path\").classed(\"js-line\",!0),L.exit().remove(),L.attr(\"d\",A+(g?\"l\"+v+\",0.0001\":\"h\"+v)).call(h?s.lineGroupStyle:function(t){if(t.size()){var r=\"legendline-\"+l.uid;s.lineGroupStyle(t),s.gradient(t,e,r,d(_),x,\"stroke\")}})})).each((function(t){var r,i,o=t[0],l=o.trace,c=u.hasMarkers(l),f=u.hasText(l),h=u.hasLines(l);function p(t,e,r,n){var i=a.nestedProperty(l,t).get(),o=a.isArrayOrTypedArray(i)&&e?e(i):i;if(m&&o&&void 0!==n&&(o=n),r){if(o<r[0])return r[0];if(o>r[1])return r[1]}return o}function d(t){return o._distinct&&o.index&&t[o.index]?t[o.index]:t[0]}if(c||f||h){var g={},v={};if(c){g.mc=p(\"marker.color\",d),g.mx=p(\"marker.symbol\",d),g.mo=p(\"marker.opacity\",a.mean,[.2,1]),g.mlc=p(\"marker.line.color\",d),g.mlw=p(\"marker.line.width\",a.mean,[0,5],2),v.marker={sizeref:1,sizemin:1,sizemode:\"diameter\"};var y=p(\"marker.size\",a.mean,[2,16],12);g.ms=y,v.marker.size=y}h&&(v.line={width:p(\"line.width\",d,[0,10],5)}),f&&(g.tx=\"Aa\",g.tp=p(\"textposition\",d),g.ts=10,g.tc=p(\"textfont.color\",d),g.tf=p(\"textfont.family\",d)),r=[a.minExtend(o,g)],(i=a.minExtend(l,v)).selectedpoints=null,i.texttemplate=null}var b=n.select(this).select(\"g.legendpoints\"),_=b.selectAll(\"path.scatterpts\").data(c?r:[]);_.enter().insert(\"path\",\":first-child\").classed(\"scatterpts\",!0).attr(\"transform\",x),_.exit().remove(),_.call(s.pointStyle,i,e),c&&(r[0].mrc=3);var w=b.selectAll(\"g.pointtext\").data(f?r:[]);w.enter().append(\"g\").classed(\"pointtext\",!0).append(\"text\").attr(\"transform\",x),w.exit().remove(),w.selectAll(\"text\").call(s.textPointStyle,i,e)})).each((function(t){var e=t[0].trace,r=n.select(this).select(\"g.legendpoints\").selectAll(\"path.legendcandle\").data(e.visible&&\"candlestick\"===e.type?[t,t]:[]);r.enter().append(\"path\").classed(\"legendcandle\",!0).attr(\"d\",(function(t,e){return e?\"M-15,0H-8M-8,6V-6H8Z\":\"M15,0H8M8,-6V6H-8Z\"})).attr(\"transform\",x).style(\"stroke-miterlimit\",1),r.exit().remove(),r.each((function(t,r){var i=n.select(this),a=e[r?\"increasing\":\"decreasing\"],o=b(void 0,a.line,5,2);i.style(\"stroke-width\",o+\"px\").call(l.fill,a.fillcolor),o&&l.stroke(i,a.line.color)}))})).each((function(t){var e=t[0].trace,r=n.select(this).select(\"g.legendpoints\").selectAll(\"path.legendohlc\").data(e.visible&&\"ohlc\"===e.type?[t,t]:[]);r.enter().append(\"path\").classed(\"legendohlc\",!0).attr(\"d\",(function(t,e){return e?\"M-15,0H0M-8,-6V0\":\"M15,0H0M8,6V0\"})).attr(\"transform\",x).style(\"stroke-miterlimit\",1),r.exit().remove(),r.each((function(t,r){var i=n.select(this),a=e[r?\"increasing\":\"decreasing\"],o=b(void 0,a.line,5,2);i.style(\"fill\",\"none\").call(s.dashLine,a.line.dash,o),o&&l.stroke(i,a.line.color)}))}))}},{\"../../lib\":778,\"../../registry\":911,\"../../traces/pie/helpers\":1166,\"../../traces/pie/style_one\":1172,\"../../traces/scatter/subtypes\":1212,\"../color\":643,\"../colorscale/helpers\":654,\"../drawing\":665,\"./constants\":694,d3:169}],702:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../plots/plots\"),a=t(\"../../plots/cartesian/axis_ids\"),o=t(\"../../fonts/ploticon\"),s=t(\"../shapes/draw\").eraseActiveShape,l=t(\"../../lib\"),c=l._,u=e.exports={};function f(t,e){var r,i,o=e.currentTarget,s=o.getAttribute(\"data-attr\"),l=o.getAttribute(\"data-val\")||!0,c=t._fullLayout,u={},f=a.list(t,null,!0),h=c._cartesianSpikesEnabled;if(\"zoom\"===s){var p,d=\"in\"===l?.5:2,g=(1+d)/2,m=(1-d)/2;for(i=0;i<f.length;i++)if(!(r=f[i]).fixedrange)if(p=r._name,\"auto\"===l)u[p+\".autorange\"]=!0;else if(\"reset\"===l){if(void 0===r._rangeInitial)u[p+\".autorange\"]=!0;else{var v=r._rangeInitial.slice();u[p+\".range[0]\"]=v[0],u[p+\".range[1]\"]=v[1]}void 0!==r._showSpikeInitial&&(u[p+\".showspikes\"]=r._showSpikeInitial,\"on\"!==h||r._showSpikeInitial||(h=\"off\"))}else{var y=[r.r2l(r.range[0]),r.r2l(r.range[1])],x=[g*y[0]+m*y[1],g*y[1]+m*y[0]];u[p+\".range[0]\"]=r.l2r(x[0]),u[p+\".range[1]\"]=r.l2r(x[1])}}else\"hovermode\"!==s||\"x\"!==l&&\"y\"!==l||(l=c._isHoriz?\"y\":\"x\",o.setAttribute(\"data-val\",l)),u[s]=l;c._cartesianSpikesEnabled=h,n.call(\"_guiRelayout\",t,u)}function h(t,e){for(var r=e.currentTarget,i=r.getAttribute(\"data-attr\"),a=r.getAttribute(\"data-val\")||!0,o=t._fullLayout._subplots.gl3d||[],s={},l=i.split(\".\"),c=0;c<o.length;c++)s[o[c]+\".\"+l[1]]=a;var u=\"pan\"===a?a:\"zoom\";s.dragmode=u,n.call(\"_guiRelayout\",t,s)}function p(t,e){for(var r=e.currentTarget.getAttribute(\"data-attr\"),i=\"resetLastSave\"===r,a=\"resetDefault\"===r,o=t._fullLayout,s=o._subplots.gl3d||[],l={},c=0;c<s.length;c++){var u,f=s[c],h=f+\".camera\",p=f+\".aspectratio\",d=f+\".aspectmode\",g=o[f]._scene;i?(l[h+\".up\"]=g.viewInitial.up,l[h+\".eye\"]=g.viewInitial.eye,l[h+\".center\"]=g.viewInitial.center,u=!0):a&&(l[h+\".up\"]=null,l[h+\".eye\"]=null,l[h+\".center\"]=null,u=!0),u&&(l[p+\".x\"]=g.viewInitial.aspectratio.x,l[p+\".y\"]=g.viewInitial.aspectratio.y,l[p+\".z\"]=g.viewInitial.aspectratio.z,l[d]=g.viewInitial.aspectmode)}n.call(\"_guiRelayout\",t,l)}function d(t,e){var r=e.currentTarget,n=r._previousVal,i=t._fullLayout,a=i._subplots.gl3d||[],o=[\"xaxis\",\"yaxis\",\"zaxis\"],s={},l={};if(n)l=n,r._previousVal=null;else{for(var c=0;c<a.length;c++){var u=a[c],f=i[u],h=u+\".hovermode\";s[h]=f.hovermode,l[h]=!1;for(var p=0;p<3;p++){var d=o[p],g=u+\".\"+d+\".showspikes\";l[g]=!1,s[g]=f[d].showspikes}}r._previousVal=s}return l}function g(t,e){for(var r=e.currentTarget,i=r.getAttribute(\"data-attr\"),a=r.getAttribute(\"data-val\")||!0,o=t._fullLayout,s=o._subplots.geo||[],l=0;l<s.length;l++){var c=s[l],u=o[c];if(\"zoom\"===i){var f=u.projection.scale,h=\"in\"===a?2*f:.5*f;n.call(\"_guiRelayout\",t,c+\".projection.scale\",h)}}\"reset\"===i&&x(t,\"geo\")}function m(t){var e=t._fullLayout;return!e.hovermode&&(e._has(\"cartesian\")?e._isHoriz?\"y\":\"x\":\"closest\")}function v(t){var e=m(t);n.call(\"_guiRelayout\",t,\"hovermode\",e)}function y(t,e){for(var r=e.currentTarget.getAttribute(\"data-val\"),i=t._fullLayout,a=i._subplots.mapbox||[],o={},s=0;s<a.length;s++){var l=a[s],c=i[l].zoom,u=\"in\"===r?1.05*c:c/1.05;o[l+\".zoom\"]=u}n.call(\"_guiRelayout\",t,o)}function x(t,e){for(var r=t._fullLayout,i=r._subplots[e]||[],a={},o=0;o<i.length;o++)for(var s=i[o],l=r[s]._subplot.viewInitial,c=Object.keys(l),u=0;u<c.length;u++){var f=c[u];a[s+\".\"+f]=l[f]}n.call(\"_guiRelayout\",t,a)}u.toImage={name:\"toImage\",title:function(t){var e=(t._context.toImageButtonOptions||{}).format||\"png\";return c(t,\"png\"===e?\"Download plot as a png\":\"Download plot\")},icon:o.camera,click:function(t){var e=t._context.toImageButtonOptions,r={format:e.format||\"png\"};l.notifier(c(t,\"Taking snapshot - this may take a few seconds\"),\"long\"),\"svg\"!==r.format&&l.isIE()&&(l.notifier(c(t,\"IE only supports svg.  Changing format to svg.\"),\"long\"),r.format=\"svg\"),[\"filename\",\"width\",\"height\",\"scale\"].forEach((function(t){t in e&&(r[t]=e[t])})),n.call(\"downloadImage\",t,r).then((function(e){l.notifier(c(t,\"Snapshot succeeded\")+\" - \"+e,\"long\")})).catch((function(){l.notifier(c(t,\"Sorry, there was a problem downloading your snapshot!\"),\"long\")}))}},u.sendDataToCloud={name:\"sendDataToCloud\",title:function(t){return c(t,\"Edit in Chart Studio\")},icon:o.disk,click:function(t){i.sendDataToCloud(t)}},u.editInChartStudio={name:\"editInChartStudio\",title:function(t){return c(t,\"Edit in Chart Studio\")},icon:o.pencil,click:function(t){i.sendDataToCloud(t)}},u.zoom2d={name:\"zoom2d\",title:function(t){return c(t,\"Zoom\")},attr:\"dragmode\",val:\"zoom\",icon:o.zoombox,click:f},u.pan2d={name:\"pan2d\",title:function(t){return c(t,\"Pan\")},attr:\"dragmode\",val:\"pan\",icon:o.pan,click:f},u.select2d={name:\"select2d\",title:function(t){return c(t,\"Box Select\")},attr:\"dragmode\",val:\"select\",icon:o.selectbox,click:f},u.lasso2d={name:\"lasso2d\",title:function(t){return c(t,\"Lasso Select\")},attr:\"dragmode\",val:\"lasso\",icon:o.lasso,click:f},u.drawclosedpath={name:\"drawclosedpath\",title:function(t){return c(t,\"Draw closed freeform\")},attr:\"dragmode\",val:\"drawclosedpath\",icon:o.drawclosedpath,click:f},u.drawopenpath={name:\"drawopenpath\",title:function(t){return c(t,\"Draw open freeform\")},attr:\"dragmode\",val:\"drawopenpath\",icon:o.drawopenpath,click:f},u.drawline={name:\"drawline\",title:function(t){return c(t,\"Draw line\")},attr:\"dragmode\",val:\"drawline\",icon:o.drawline,click:f},u.drawrect={name:\"drawrect\",title:function(t){return c(t,\"Draw rectangle\")},attr:\"dragmode\",val:\"drawrect\",icon:o.drawrect,click:f},u.drawcircle={name:\"drawcircle\",title:function(t){return c(t,\"Draw circle\")},attr:\"dragmode\",val:\"drawcircle\",icon:o.drawcircle,click:f},u.eraseshape={name:\"eraseshape\",title:function(t){return c(t,\"Erase active shape\")},icon:o.eraseshape,click:s},u.zoomIn2d={name:\"zoomIn2d\",title:function(t){return c(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:f},u.zoomOut2d={name:\"zoomOut2d\",title:function(t){return c(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:f},u.autoScale2d={name:\"autoScale2d\",title:function(t){return c(t,\"Autoscale\")},attr:\"zoom\",val:\"auto\",icon:o.autoscale,click:f},u.resetScale2d={name:\"resetScale2d\",title:function(t){return c(t,\"Reset axes\")},attr:\"zoom\",val:\"reset\",icon:o.home,click:f},u.hoverClosestCartesian={name:\"hoverClosestCartesian\",title:function(t){return c(t,\"Show closest data on hover\")},attr:\"hovermode\",val:\"closest\",icon:o.tooltip_basic,gravity:\"ne\",click:f},u.hoverCompareCartesian={name:\"hoverCompareCartesian\",title:function(t){return c(t,\"Compare data on hover\")},attr:\"hovermode\",val:function(t){return t._fullLayout._isHoriz?\"y\":\"x\"},icon:o.tooltip_compare,gravity:\"ne\",click:f},u.zoom3d={name:\"zoom3d\",title:function(t){return c(t,\"Zoom\")},attr:\"scene.dragmode\",val:\"zoom\",icon:o.zoombox,click:h},u.pan3d={name:\"pan3d\",title:function(t){return c(t,\"Pan\")},attr:\"scene.dragmode\",val:\"pan\",icon:o.pan,click:h},u.orbitRotation={name:\"orbitRotation\",title:function(t){return c(t,\"Orbital rotation\")},attr:\"scene.dragmode\",val:\"orbit\",icon:o[\"3d_rotate\"],click:h},u.tableRotation={name:\"tableRotation\",title:function(t){return c(t,\"Turntable rotation\")},attr:\"scene.dragmode\",val:\"turntable\",icon:o[\"z-axis\"],click:h},u.resetCameraDefault3d={name:\"resetCameraDefault3d\",title:function(t){return c(t,\"Reset camera to default\")},attr:\"resetDefault\",icon:o.home,click:p},u.resetCameraLastSave3d={name:\"resetCameraLastSave3d\",title:function(t){return c(t,\"Reset camera to last save\")},attr:\"resetLastSave\",icon:o.movie,click:p},u.hoverClosest3d={name:\"hoverClosest3d\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:function(t,e){var r=d(t,e);n.call(\"_guiRelayout\",t,r)}},u.zoomInGeo={name:\"zoomInGeo\",title:function(t){return c(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:g},u.zoomOutGeo={name:\"zoomOutGeo\",title:function(t){return c(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:g},u.resetGeo={name:\"resetGeo\",title:function(t){return c(t,\"Reset\")},attr:\"reset\",val:null,icon:o.autoscale,click:g},u.hoverClosestGeo={name:\"hoverClosestGeo\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:v},u.hoverClosestGl2d={name:\"hoverClosestGl2d\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:v},u.hoverClosestPie={name:\"hoverClosestPie\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:\"closest\",icon:o.tooltip_basic,gravity:\"ne\",click:v},u.resetViewSankey={name:\"resetSankeyGroup\",title:function(t){return c(t,\"Reset view\")},icon:o.home,click:function(t){for(var e={\"node.groups\":[],\"node.x\":[],\"node.y\":[]},r=0;r<t._fullData.length;r++){var i=t._fullData[r]._viewInitial;e[\"node.groups\"].push(i.node.groups.slice()),e[\"node.x\"].push(i.node.x.slice()),e[\"node.y\"].push(i.node.y.slice())}n.call(\"restyle\",t,e)}},u.toggleHover={name:\"toggleHover\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:function(t,e){var r=d(t,e);r.hovermode=m(t),n.call(\"_guiRelayout\",t,r)}},u.resetViews={name:\"resetViews\",title:function(t){return c(t,\"Reset views\")},icon:o.home,click:function(t,e){var r=e.currentTarget;r.setAttribute(\"data-attr\",\"zoom\"),r.setAttribute(\"data-val\",\"reset\"),f(t,e),r.setAttribute(\"data-attr\",\"resetLastSave\"),p(t,e),x(t,\"geo\"),x(t,\"mapbox\")}},u.toggleSpikelines={name:\"toggleSpikelines\",title:function(t){return c(t,\"Toggle Spike Lines\")},icon:o.spikeline,attr:\"_cartesianSpikesEnabled\",val:\"on\",click:function(t){var e=t._fullLayout,r=e._cartesianSpikesEnabled;e._cartesianSpikesEnabled=\"on\"===r?\"off\":\"on\",n.call(\"_guiRelayout\",t,function(t){for(var e=\"on\"===t._fullLayout._cartesianSpikesEnabled,r=a.list(t,null,!0),n={},i=0;i<r.length;i++){var o=r[i];n[o._name+\".showspikes\"]=!!e||o._showSpikeInitial}return n}(t))}},u.resetViewMapbox={name:\"resetViewMapbox\",title:function(t){return c(t,\"Reset view\")},attr:\"reset\",icon:o.home,click:function(t){x(t,\"mapbox\")}},u.zoomInMapbox={name:\"zoomInMapbox\",title:function(t){return c(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:y},u.zoomOutMapbox={name:\"zoomOutMapbox\",title:function(t){return c(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:y}},{\"../../fonts/ploticon\":757,\"../../lib\":778,\"../../plots/cartesian/axis_ids\":831,\"../../plots/plots\":891,\"../../registry\":911,\"../shapes/draw\":724}],703:[function(t,e,r){\"use strict\";r.manage=t(\"./manage\")},{\"./manage\":704}],704:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axis_ids\"),i=t(\"../../traces/scatter/subtypes\"),a=t(\"../../registry\"),o=t(\"../fx/helpers\").isUnifiedHover,s=t(\"./modebar\"),l=t(\"./buttons\");e.exports=function(t){var e=t._fullLayout,r=t._context,u=e._modeBar;if(r.displayModeBar||r.watermark){if(!Array.isArray(r.modeBarButtonsToRemove))throw new Error([\"*modeBarButtonsToRemove* configuration options\",\"must be an array.\"].join(\" \"));if(!Array.isArray(r.modeBarButtonsToAdd))throw new Error([\"*modeBarButtonsToAdd* configuration options\",\"must be an array.\"].join(\" \"));var f,h=r.modeBarButtons;f=Array.isArray(h)&&h.length?function(t){for(var e=0;e<t.length;e++)for(var r=t[e],n=0;n<r.length;n++){var i=r[n];if(\"string\"==typeof i){if(void 0===l[i])throw new Error([\"*modeBarButtons* configuration options\",\"invalid button name\"].join(\" \"));t[e][n]=l[i]}}return t}(h):!r.displayModeBar&&r.watermark?[]:function(t){var e=t._fullLayout,r=t._fullData,s=t._context,u=s.modeBarButtonsToRemove,f=s.modeBarButtonsToAdd,h=e._has(\"cartesian\"),p=e._has(\"gl3d\"),d=e._has(\"geo\"),g=e._has(\"pie\"),m=e._has(\"funnelarea\"),v=e._has(\"gl2d\"),y=e._has(\"ternary\"),x=e._has(\"mapbox\"),b=e._has(\"polar\"),_=e._has(\"sankey\"),w=function(t){for(var e=n.list({_fullLayout:t},null,!0),r=0;r<e.length;r++)if(!e[r].fixedrange)return!1;return!0}(e),T=o(e.hovermode),k=[];function M(t){if(t.length){for(var e=[],r=0;r<t.length;r++){var n=t[r];-1===u.indexOf(n)&&e.push(l[n])}k.push(e)}}var A=[\"toImage\"];s.showEditInChartStudio?A.push(\"editInChartStudio\"):s.showSendToCloud&&A.push(\"sendDataToCloud\");M(A);var S=[],E=[],C=[],L=[];(h||v||g||m||y)+d+p+x+b>1?(E=[\"toggleHover\"],C=[\"resetViews\"]):d?(S=[\"zoomInGeo\",\"zoomOutGeo\"],E=[\"hoverClosestGeo\"],C=[\"resetGeo\"]):p?(E=[\"hoverClosest3d\"],C=[\"resetCameraDefault3d\",\"resetCameraLastSave3d\"]):x?(S=[\"zoomInMapbox\",\"zoomOutMapbox\"],E=[\"toggleHover\"],C=[\"resetViewMapbox\"]):v?E=[\"hoverClosestGl2d\"]:g?E=[\"hoverClosestPie\"]:_?(E=[\"hoverClosestCartesian\",\"hoverCompareCartesian\"],C=[\"resetViewSankey\"]):E=[\"toggleHover\"];h&&(E=[\"toggleSpikelines\",\"hoverClosestCartesian\",\"hoverCompareCartesian\"]);(function(t){for(var e=0;e<t.length;e++)if(!a.traceIs(t[e],\"noHover\"))return!1;return!0}(r)||T)&&(E=[]);!h&&!v||w||(S=[\"zoomIn2d\",\"zoomOut2d\",\"autoScale2d\"],\"resetViews\"!==C[0]&&(C=[\"resetScale2d\"]));p?L=[\"zoom3d\",\"pan3d\",\"orbitRotation\",\"tableRotation\"]:(h||v)&&!w||y?L=[\"zoom2d\",\"pan2d\"]:x||d?L=[\"pan2d\"]:b&&(L=[\"zoom2d\"]);(function(t){for(var e=!1,r=0;r<t.length&&!e;r++){var n=t[r];n._module&&n._module.selectPoints&&(a.traceIs(n,\"scatter-like\")?(i.hasMarkers(n)||i.hasText(n))&&(e=!0):a.traceIs(n,\"box-violin\")&&\"all\"!==n.boxpoints&&\"all\"!==n.points||(e=!0))}return e})(r)&&L.push(\"select2d\",\"lasso2d\");if(Array.isArray(f)){for(var I=[],P=0;P<f.length;P++){var z=f[P];\"string\"==typeof z?-1!==c.indexOf(z)&&(e._has(\"mapbox\")||e._has(\"cartesian\"))&&L.push(z):I.push(z)}f=I}return M(L),M(S.concat(C)),M(E),function(t,e){if(e.length)if(Array.isArray(e[0]))for(var r=0;r<e.length;r++)t.push(e[r]);else t.push(e);return t}(k,f)}(t),u?u.update(t,f):e._modeBar=s(t,f)}else u&&(u.destroy(),delete e._modeBar)};var c=[\"drawline\",\"drawopenpath\",\"drawclosedpath\",\"drawcircle\",\"drawrect\",\"eraseshape\"]},{\"../../plots/cartesian/axis_ids\":831,\"../../registry\":911,\"../../traces/scatter/subtypes\":1212,\"../fx/helpers\":679,\"./buttons\":702,\"./modebar\":705}],705:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"fast-isnumeric\"),a=t(\"../../lib\"),o=t(\"../../fonts/ploticon\"),s=new DOMParser;function l(t){this.container=t.container,this.element=document.createElement(\"div\"),this.update(t.graphInfo,t.buttons),this.container.appendChild(this.element)}var c=l.prototype;c.update=function(t,e){this.graphInfo=t;var r=this.graphInfo._context,n=this.graphInfo._fullLayout,i=\"modebar-\"+n._uid;this.element.setAttribute(\"id\",i),this._uid=i,this.element.className=\"modebar\",\"hover\"===r.displayModeBar&&(this.element.className+=\" modebar--hover ease-bg\"),\"v\"===n.modebar.orientation&&(this.element.className+=\" vertical\",e=e.reverse());var o=n.modebar,s=\"hover\"===r.displayModeBar?\".js-plotly-plot .plotly:hover \":\"\";a.deleteRelatedStyleRule(i),a.addRelatedStyleRule(i,s+\"#\"+i+\" .modebar-group\",\"background-color: \"+o.bgcolor),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn .icon path\",\"fill: \"+o.color),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn:hover .icon path\",\"fill: \"+o.activecolor),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn.active .icon path\",\"fill: \"+o.activecolor);var l=!this.hasButtons(e),c=this.hasLogo!==r.displaylogo,u=this.locale!==r.locale;if(this.locale=r.locale,(l||c||u)&&(this.removeAllButtons(),this.updateButtons(e),r.watermark||r.displaylogo)){var f=this.getLogo();r.watermark&&(f.className=f.className+\" watermark\"),\"v\"===n.modebar.orientation?this.element.insertBefore(f,this.element.childNodes[0]):this.element.appendChild(f),this.hasLogo=!0}this.updateActiveButton()},c.updateButtons=function(t){var e=this;this.buttons=t,this.buttonElements=[],this.buttonsNames=[],this.buttons.forEach((function(t){var r=e.createGroup();t.forEach((function(t){var n=t.name;if(!n)throw new Error(\"must provide button 'name' in button config\");if(-1!==e.buttonsNames.indexOf(n))throw new Error(\"button name '\"+n+\"' is taken\");e.buttonsNames.push(n);var i=e.createButton(t);e.buttonElements.push(i),r.appendChild(i)})),e.element.appendChild(r)}))},c.createGroup=function(){var t=document.createElement(\"div\");return t.className=\"modebar-group\",t},c.createButton=function(t){var e=this,r=document.createElement(\"a\");r.setAttribute(\"rel\",\"tooltip\"),r.className=\"modebar-btn\";var i=t.title;void 0===i?i=t.name:\"function\"==typeof i&&(i=i(this.graphInfo)),(i||0===i)&&r.setAttribute(\"data-title\",i),void 0!==t.attr&&r.setAttribute(\"data-attr\",t.attr);var a=t.val;if(void 0!==a&&(\"function\"==typeof a&&(a=a(this.graphInfo)),r.setAttribute(\"data-val\",a)),\"function\"!=typeof t.click)throw new Error(\"must provide button 'click' function in button config\");r.addEventListener(\"click\",(function(r){t.click(e.graphInfo,r),e.updateActiveButton(r.currentTarget)})),r.setAttribute(\"data-toggle\",t.toggle||!1),t.toggle&&n.select(r).classed(\"active\",!0);var s=t.icon;return\"function\"==typeof s?r.appendChild(s()):r.appendChild(this.createIcon(s||o.question)),r.setAttribute(\"data-gravity\",t.gravity||\"n\"),r},c.createIcon=function(t){var e,r=i(t.height)?Number(t.height):t.ascent-t.descent,n=\"http://www.w3.org/2000/svg\";if(t.path){(e=document.createElementNS(n,\"svg\")).setAttribute(\"viewBox\",[0,0,t.width,r].join(\" \")),e.setAttribute(\"class\",\"icon\");var a=document.createElementNS(n,\"path\");a.setAttribute(\"d\",t.path),t.transform?a.setAttribute(\"transform\",t.transform):void 0!==t.ascent&&a.setAttribute(\"transform\",\"matrix(1 0 0 -1 0 \"+t.ascent+\")\"),e.appendChild(a)}t.svg&&(e=s.parseFromString(t.svg,\"application/xml\").childNodes[0]);return e.setAttribute(\"height\",\"1em\"),e.setAttribute(\"width\",\"1em\"),e},c.updateActiveButton=function(t){var e=this.graphInfo._fullLayout,r=void 0!==t?t.getAttribute(\"data-attr\"):null;this.buttonElements.forEach((function(t){var i=t.getAttribute(\"data-val\")||!0,o=t.getAttribute(\"data-attr\"),s=\"true\"===t.getAttribute(\"data-toggle\"),l=n.select(t);if(s)o===r&&l.classed(\"active\",!l.classed(\"active\"));else{var c=null===o?o:a.nestedProperty(e,o).get();l.classed(\"active\",c===i)}}))},c.hasButtons=function(t){var e=this.buttons;if(!e)return!1;if(t.length!==e.length)return!1;for(var r=0;r<t.length;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;n++)if(t[r][n].name!==e[r][n].name)return!1}return!0},c.getLogo=function(){var t=this.createGroup(),e=document.createElement(\"a\");return e.href=\"https://plotly.com/\",e.target=\"_blank\",e.setAttribute(\"data-title\",a._(this.graphInfo,\"Produced with Plotly\")),e.className=\"modebar-btn plotlyjsicon modebar-btn--logo\",e.appendChild(this.createIcon(o.newplotlylogo)),t.appendChild(e),t},c.removeAllButtons=function(){for(;this.element.firstChild;)this.element.removeChild(this.element.firstChild);this.hasLogo=!1},c.destroy=function(){a.removeElement(this.container.querySelector(\".modebar\")),a.deleteRelatedStyleRule(this._uid)},e.exports=function(t,e){var r=t._fullLayout,i=new l({graphInfo:t,container:r._modebardiv.node(),buttons:e});return r._privateplot&&n.select(i.element).append(\"span\").classed(\"badge-private float--left\",!0).text(\"PRIVATE\"),i}},{\"../../fonts/ploticon\":757,\"../../lib\":778,d3:169,\"fast-isnumeric\":241}],706:[function(t,e,r){\"use strict\";var n=t(\"../../plots/font_attributes\"),i=t(\"../color/attributes\"),a=(0,t(\"../../plot_api/plot_template\").templatedArray)(\"button\",{visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},step:{valType:\"enumerated\",values:[\"month\",\"year\",\"day\",\"hour\",\"minute\",\"second\",\"all\"],dflt:\"month\",editType:\"plot\"},stepmode:{valType:\"enumerated\",values:[\"backward\",\"todate\"],dflt:\"backward\",editType:\"plot\"},count:{valType:\"number\",min:0,dflt:1,editType:\"plot\"},label:{valType:\"string\",editType:\"plot\"},editType:\"plot\"});e.exports={visible:{valType:\"boolean\",editType:\"plot\"},buttons:a,x:{valType:\"number\",min:-2,max:3,editType:\"plot\"},xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\",editType:\"plot\"},y:{valType:\"number\",min:-2,max:3,editType:\"plot\"},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"bottom\",editType:\"plot\"},font:n({editType:\"plot\"}),bgcolor:{valType:\"color\",dflt:i.lightLine,editType:\"plot\"},activecolor:{valType:\"color\",editType:\"plot\"},bordercolor:{valType:\"color\",dflt:i.defaultLine,editType:\"plot\"},borderwidth:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"plot\"}},{\"../../plot_api/plot_template\":817,\"../../plots/font_attributes\":856,\"../color/attributes\":642}],707:[function(t,e,r){\"use strict\";e.exports={yPad:.02,minButtonWidth:30,rx:3,ry:3,lightAmount:25,darkAmount:10}},{}],708:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../color\"),a=t(\"../../plot_api/plot_template\"),o=t(\"../../plots/array_container_defaults\"),s=t(\"./attributes\"),l=t(\"./constants\");function c(t,e,r,i){var a=i.calendar;function o(r,i){return n.coerce(t,e,s.buttons,r,i)}if(o(\"visible\")){var l=o(\"step\");\"all\"!==l&&(!a||\"gregorian\"===a||\"month\"!==l&&\"year\"!==l?o(\"stepmode\"):e.stepmode=\"backward\",o(\"count\")),o(\"label\")}}e.exports=function(t,e,r,u,f){var h=t.rangeselector||{},p=a.newContainer(e,\"rangeselector\");function d(t,e){return n.coerce(h,p,s,t,e)}if(d(\"visible\",o(h,p,{name:\"buttons\",handleItemDefaults:c,calendar:f}).length>0)){var g=function(t,e,r){for(var n=r.filter((function(r){return e[r].anchor===t._id})),i=0,a=0;a<n.length;a++){var o=e[n[a]].domain;o&&(i=Math.max(o[1],i))}return[t.domain[0],i+l.yPad]}(e,r,u);d(\"x\",g[0]),d(\"y\",g[1]),n.noneOrAll(t,e,[\"x\",\"y\"]),d(\"xanchor\"),d(\"yanchor\"),n.coerceFont(d,\"font\",r.font);var m=d(\"bgcolor\");d(\"activecolor\",i.contrast(m,l.lightAmount,l.darkAmount)),d(\"bordercolor\"),d(\"borderwidth\")}}},{\"../../lib\":778,\"../../plot_api/plot_template\":817,\"../../plots/array_container_defaults\":823,\"../color\":643,\"./attributes\":706,\"./constants\":707}],709:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../registry\"),a=t(\"../../plots/plots\"),o=t(\"../color\"),s=t(\"../drawing\"),l=t(\"../../lib\"),c=l.strTranslate,u=t(\"../../lib/svg_text_utils\"),f=t(\"../../plots/cartesian/axis_ids\"),h=t(\"../../constants/alignment\"),p=h.LINE_SPACING,d=h.FROM_TL,g=h.FROM_BR,m=t(\"./constants\"),v=t(\"./get_update_object\");function y(t){return t._id}function x(t,e,r){var n=l.ensureSingle(t,\"rect\",\"selector-rect\",(function(t){t.attr(\"shape-rendering\",\"crispEdges\")}));n.attr({rx:m.rx,ry:m.ry}),n.call(o.stroke,e.bordercolor).call(o.fill,function(t,e){return e._isActive||e._isHovered?t.activecolor:t.bgcolor}(e,r)).style(\"stroke-width\",e.borderwidth+\"px\")}function b(t,e,r,n){l.ensureSingle(t,\"text\",\"selector-text\",(function(t){t.attr(\"text-anchor\",\"middle\")})).call(s.font,e.font).text(function(t,e){if(t.label)return e?l.templateString(t.label,e):t.label;return\"all\"===t.step?\"all\":t.count+t.step.charAt(0)}(r,n._fullLayout._meta)).call((function(t){u.convertToTspans(t,n)}))}e.exports=function(t){var e=t._fullLayout._infolayer.selectAll(\".rangeselector\").data(function(t){for(var e=f.list(t,\"x\",!0),r=[],n=0;n<e.length;n++){var i=e[n];i.rangeselector&&i.rangeselector.visible&&r.push(i)}return r}(t),y);e.enter().append(\"g\").classed(\"rangeselector\",!0),e.exit().remove(),e.style({cursor:\"pointer\",\"pointer-events\":\"all\"}),e.each((function(e){var r=n.select(this),o=e,f=o.rangeselector,h=r.selectAll(\"g.button\").data(l.filterVisible(f.buttons));h.enter().append(\"g\").classed(\"button\",!0),h.exit().remove(),h.each((function(e){var r=n.select(this),a=v(o,e);e._isActive=function(t,e,r){if(\"all\"===e.step)return!0===t.autorange;var n=Object.keys(r);return t.range[0]===r[n[0]]&&t.range[1]===r[n[1]]}(o,e,a),r.call(x,f,e),r.call(b,f,e,t),r.on(\"click\",(function(){t._dragged||i.call(\"_guiRelayout\",t,a)})),r.on(\"mouseover\",(function(){e._isHovered=!0,r.call(x,f,e)})),r.on(\"mouseout\",(function(){e._isHovered=!1,r.call(x,f,e)}))})),function(t,e,r,i,o){var f=0,h=0,v=r.borderwidth;e.each((function(){var t=n.select(this).select(\".selector-text\"),e=r.font.size*p,i=Math.max(e*u.lineCount(t),16)+3;h=Math.max(h,i)})),e.each((function(){var t=n.select(this),e=t.select(\".selector-rect\"),i=t.select(\".selector-text\"),a=i.node()&&s.bBox(i.node()).width,o=r.font.size*p,l=u.lineCount(i),d=Math.max(a+10,m.minButtonWidth);t.attr(\"transform\",c(v+f,v)),e.attr({x:0,y:0,width:d,height:h}),u.positionText(i,d/2,h/2-(l-1)*o/2+3),f+=d+5}));var y=t._fullLayout._size,x=y.l+y.w*r.x,b=y.t+y.h*(1-r.y),_=\"left\";l.isRightAnchor(r)&&(x-=f,_=\"right\");l.isCenterAnchor(r)&&(x-=f/2,_=\"center\");var w=\"top\";l.isBottomAnchor(r)&&(b-=h,w=\"bottom\");l.isMiddleAnchor(r)&&(b-=h/2,w=\"middle\");f=Math.ceil(f),h=Math.ceil(h),x=Math.round(x),b=Math.round(b),a.autoMargin(t,i+\"-range-selector\",{x:r.x,y:r.y,l:f*d[_],r:f*g[_],b:h*g[w],t:h*d[w]}),o.attr(\"transform\",c(x,b))}(t,h,f,o._name,r)}))}},{\"../../constants/alignment\":745,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../../plots/cartesian/axis_ids\":831,\"../../plots/plots\":891,\"../../registry\":911,\"../color\":643,\"../drawing\":665,\"./constants\":707,\"./get_update_object\":710,d3:169}],710:[function(t,e,r){\"use strict\";var n=t(\"d3\");e.exports=function(t,e){var r=t._name,i={};if(\"all\"===e.step)i[r+\".autorange\"]=!0;else{var a=function(t,e){var r,i=t.range,a=new Date(t.r2l(i[1])),o=e.step,s=e.count;switch(e.stepmode){case\"backward\":r=t.l2r(+n.time[o].utc.offset(a,-s));break;case\"todate\":var l=n.time[o].utc.offset(a,-s);r=t.l2r(+n.time[o].utc.ceil(l))}var c=i[1];return[r,c]}(t,e);i[r+\".range[0]\"]=a[0],i[r+\".range[1]\"]=a[1]}return i}},{d3:169}],711:[function(t,e,r){\"use strict\";e.exports={moduleType:\"component\",name:\"rangeselector\",schema:{subplots:{xaxis:{rangeselector:t(\"./attributes\")}}},layoutAttributes:t(\"./attributes\"),handleDefaults:t(\"./defaults\"),draw:t(\"./draw\")}},{\"./attributes\":706,\"./defaults\":708,\"./draw\":709}],712:[function(t,e,r){\"use strict\";var n=t(\"../color/attributes\");e.exports={bgcolor:{valType:\"color\",dflt:n.background,editType:\"plot\"},bordercolor:{valType:\"color\",dflt:n.defaultLine,editType:\"plot\"},borderwidth:{valType:\"integer\",dflt:0,min:0,editType:\"plot\"},autorange:{valType:\"boolean\",dflt:!0,editType:\"calc\",impliedEdits:{\"range[0]\":void 0,\"range[1]\":void 0}},range:{valType:\"info_array\",items:[{valType:\"any\",editType:\"calc\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"calc\",impliedEdits:{\"^autorange\":!1}}],editType:\"calc\",impliedEdits:{autorange:!1}},thickness:{valType:\"number\",dflt:.15,min:0,max:1,editType:\"plot\"},visible:{valType:\"boolean\",dflt:!0,editType:\"calc\"},editType:\"calc\"}},{\"../color/attributes\":642}],713:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axis_ids\").list,i=t(\"../../plots/cartesian/autorange\").getAutoRange,a=t(\"./constants\");e.exports=function(t){for(var e=n(t,\"x\",!0),r=0;r<e.length;r++){var o=e[r],s=o[a.name];s&&s.visible&&s.autorange&&(s._input.autorange=!0,s._input.range=s.range=i(t,o))}}},{\"../../plots/cartesian/autorange\":827,\"../../plots/cartesian/axis_ids\":831,\"./constants\":714}],714:[function(t,e,r){\"use strict\";e.exports={name:\"rangeslider\",containerClassName:\"rangeslider-container\",bgClassName:\"rangeslider-bg\",rangePlotClassName:\"rangeslider-rangeplot\",maskMinClassName:\"rangeslider-mask-min\",maskMaxClassName:\"rangeslider-mask-max\",slideBoxClassName:\"rangeslider-slidebox\",grabberMinClassName:\"rangeslider-grabber-min\",grabAreaMinClassName:\"rangeslider-grabarea-min\",handleMinClassName:\"rangeslider-handle-min\",grabberMaxClassName:\"rangeslider-grabber-max\",grabAreaMaxClassName:\"rangeslider-grabarea-max\",handleMaxClassName:\"rangeslider-handle-max\",maskMinOppAxisClassName:\"rangeslider-mask-min-opp-axis\",maskMaxOppAxisClassName:\"rangeslider-mask-max-opp-axis\",maskColor:\"rgba(0,0,0,0.4)\",maskOppAxisColor:\"rgba(0,0,0,0.2)\",slideBoxFill:\"transparent\",slideBoxCursor:\"ew-resize\",grabAreaFill:\"transparent\",grabAreaCursor:\"col-resize\",grabAreaWidth:10,handleWidth:4,handleRadius:1,handleStrokeWidth:1,extraPad:15}},{}],715:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plot_api/plot_template\"),a=t(\"../../plots/cartesian/axis_ids\"),o=t(\"./attributes\"),s=t(\"./oppaxis_attributes\");e.exports=function(t,e,r){var l=t[r],c=e[r];if(l.rangeslider||e._requestRangeslider[c._id]){n.isPlainObject(l.rangeslider)||(l.rangeslider={});var u,f,h=l.rangeslider,p=i.newContainer(c,\"rangeslider\");if(_(\"visible\")){_(\"bgcolor\",e.plot_bgcolor),_(\"bordercolor\"),_(\"borderwidth\"),_(\"thickness\"),_(\"autorange\",!c.isValidRange(h.range)),_(\"range\");var d=e._subplots;if(d)for(var g=d.cartesian.filter((function(t){return t.substr(0,t.indexOf(\"y\"))===a.name2id(r)})).map((function(t){return t.substr(t.indexOf(\"y\"),t.length)})),m=n.simpleMap(g,a.id2name),v=0;v<m.length;v++){var y=m[v];u=h[y]||{},f=i.newContainer(p,y,\"yaxis\");var x,b=e[y];u.range&&b.isValidRange(u.range)&&(x=\"fixed\"),\"match\"!==w(\"rangemode\",x)&&w(\"range\",b.range.slice())}p._input=h}}function _(t,e){return n.coerce(h,p,o,t,e)}function w(t,e){return n.coerce(u,f,s,t,e)}}},{\"../../lib\":778,\"../../plot_api/plot_template\":817,\"../../plots/cartesian/axis_ids\":831,\"./attributes\":712,\"./oppaxis_attributes\":719}],716:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../registry\"),a=t(\"../../plots/plots\"),o=t(\"../../lib\"),s=o.strTranslate,l=t(\"../drawing\"),c=t(\"../color\"),u=t(\"../titles\"),f=t(\"../../plots/cartesian\"),h=t(\"../../plots/cartesian/axis_ids\"),p=t(\"../dragelement\"),d=t(\"../../lib/setcursor\"),g=t(\"./constants\");function m(t,e,r,n){var i=o.ensureSingle(t,\"rect\",g.bgClassName,(function(t){t.attr({x:0,y:0,\"shape-rendering\":\"crispEdges\"})})),a=n.borderwidth%2==0?n.borderwidth:n.borderwidth-1,c=-n._offsetShift,u=l.crispRound(e,n.borderwidth);i.attr({width:n._width+a,height:n._height+a,transform:s(c,c),fill:n.bgcolor,stroke:n.bordercolor,\"stroke-width\":u})}function v(t,e,r,n){var i=e._fullLayout;o.ensureSingleById(i._topdefs,\"clipPath\",n._clipId,(function(t){t.append(\"rect\").attr({x:0,y:0})})).select(\"rect\").attr({width:n._width,height:n._height})}function y(t,e,r,i){var s,c=e.calcdata,u=t.selectAll(\"g.\"+g.rangePlotClassName).data(r._subplotsWith,o.identity);u.enter().append(\"g\").attr(\"class\",(function(t){return g.rangePlotClassName+\" \"+t})).call(l.setClipUrl,i._clipId,e),u.order(),u.exit().remove(),u.each((function(t,o){var l=n.select(this),u=0===o,p=h.getFromId(e,t,\"y\"),d=p._name,g=i[d],m={data:[],layout:{xaxis:{type:r.type,domain:[0,1],range:i.range.slice(),calendar:r.calendar},width:i._width,height:i._height,margin:{t:0,b:0,l:0,r:0}},_context:e._context};r.rangebreaks&&(m.layout.xaxis.rangebreaks=r.rangebreaks),m.layout[d]={type:p.type,domain:[0,1],range:\"match\"!==g.rangemode?g.range.slice():p.range.slice(),calendar:p.calendar},p.rangebreaks&&(m.layout[d].rangebreaks=p.rangebreaks),a.supplyDefaults(m);var v=m._fullLayout.xaxis,y=m._fullLayout[d];v.clearCalc(),v.setScale(),y.clearCalc(),y.setScale();var x={id:t,plotgroup:l,xaxis:v,yaxis:y,isRangePlot:!0};u?s=x:(x.mainplot=\"xy\",x.mainplotinfo=s),f.rangePlot(e,x,function(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n],a=i[0].trace;a.xaxis+a.yaxis===e&&r.push(i)}return r}(c,t))}))}function x(t,e,r,n,i){(o.ensureSingle(t,\"rect\",g.maskMinClassName,(function(t){t.attr({x:0,y:0,\"shape-rendering\":\"crispEdges\"})})).attr(\"height\",n._height).call(c.fill,g.maskColor),o.ensureSingle(t,\"rect\",g.maskMaxClassName,(function(t){t.attr({y:0,\"shape-rendering\":\"crispEdges\"})})).attr(\"height\",n._height).call(c.fill,g.maskColor),\"match\"!==i.rangemode)&&(o.ensureSingle(t,\"rect\",g.maskMinOppAxisClassName,(function(t){t.attr({y:0,\"shape-rendering\":\"crispEdges\"})})).attr(\"width\",n._width).call(c.fill,g.maskOppAxisColor),o.ensureSingle(t,\"rect\",g.maskMaxOppAxisClassName,(function(t){t.attr({y:0,\"shape-rendering\":\"crispEdges\"})})).attr(\"width\",n._width).style(\"border-top\",g.maskOppBorder).call(c.fill,g.maskOppAxisColor))}function b(t,e,r,n){e._context.staticPlot||o.ensureSingle(t,\"rect\",g.slideBoxClassName,(function(t){t.attr({y:0,cursor:g.slideBoxCursor,\"shape-rendering\":\"crispEdges\"})})).attr({height:n._height,fill:g.slideBoxFill})}function _(t,e,r,n){var i=o.ensureSingle(t,\"g\",g.grabberMinClassName),a=o.ensureSingle(t,\"g\",g.grabberMaxClassName),s={x:0,width:g.handleWidth,rx:g.handleRadius,fill:c.background,stroke:c.defaultLine,\"stroke-width\":g.handleStrokeWidth,\"shape-rendering\":\"crispEdges\"},l={y:Math.round(n._height/4),height:Math.round(n._height/2)};o.ensureSingle(i,\"rect\",g.handleMinClassName,(function(t){t.attr(s)})).attr(l),o.ensureSingle(a,\"rect\",g.handleMaxClassName,(function(t){t.attr(s)})).attr(l);var u={width:g.grabAreaWidth,x:0,y:0,fill:g.grabAreaFill,cursor:e._context.staticPlot?void 0:g.grabAreaCursor};o.ensureSingle(i,\"rect\",g.grabAreaMinClassName,(function(t){t.attr(u)})).attr(\"height\",n._height),o.ensureSingle(a,\"rect\",g.grabAreaMaxClassName,(function(t){t.attr(u)})).attr(\"height\",n._height)}e.exports=function(t){for(var e=t._fullLayout,r=e._rangeSliderData,a=0;a<r.length;a++){var l=r[a][g.name];l._clipId=l._id+\"-\"+e._uid}var c=e._infolayer.selectAll(\"g.\"+g.containerClassName).data(r,(function(t){return t._name}));c.exit().each((function(t){var r=t[g.name];e._topdefs.select(\"#\"+r._clipId).remove()})).remove(),0!==r.length&&(c.enter().append(\"g\").classed(g.containerClassName,!0).attr(\"pointer-events\",\"all\"),c.each((function(r){var a=n.select(this),l=r[g.name],c=e[h.id2name(r.anchor)],f=l[h.id2name(r.anchor)];if(l.range){var w,T=o.simpleMap(l.range,r.r2l),k=o.simpleMap(r.range,r.r2l);w=k[0]<k[1]?[Math.min(T[0],k[0]),Math.max(T[1],k[1])]:[Math.max(T[0],k[0]),Math.min(T[1],k[1])],l.range=l._input.range=o.simpleMap(w,r.l2r)}r.cleanRange(\"rangeslider.range\");var M=e._size,A=r.domain;l._width=M.w*(A[1]-A[0]);var S=Math.round(M.l+M.w*A[0]),E=Math.round(M.t+M.h*(1-r._counterDomainMin)+(\"bottom\"===r.side?r._depth:0)+l._offsetShift+g.extraPad);a.attr(\"transform\",s(S,E)),l._rl=o.simpleMap(l.range,r.r2l);var C=l._rl[0],L=l._rl[1],I=L-C;if(l.p2d=function(t){return t/l._width*I+C},l.d2p=function(t){return(t-C)/I*l._width},r.rangebreaks){var P=r.locateBreaks(C,L);if(P.length){var z,O,D=0;for(z=0;z<P.length;z++)D+=(O=P[z]).max-O.min;var R=l._width/(L-C-D),F=[-R*C];for(z=0;z<P.length;z++)O=P[z],F.push(F[F.length-1]-R*(O.max-O.min));for(l.d2p=function(t){for(var e=F[0],r=0;r<P.length;r++){var n=P[r];if(t>=n.max)e=F[r+1];else if(t<n.min)break}return e+R*t},z=0;z<P.length;z++)(O=P[z]).pmin=l.d2p(O.min),O.pmax=l.d2p(O.max);l.p2d=function(t){for(var e=F[0],r=0;r<P.length;r++){var n=P[r];if(t>=n.pmax)e=F[r+1];else if(t<n.pmin)break}return(t-e)/R}}}if(\"match\"!==f.rangemode){var B=c.r2l(f.range[0]),N=c.r2l(f.range[1])-B;l.d2pOppAxis=function(t){return(t-B)/N*l._height}}a.call(m,t,r,l).call(v,t,r,l).call(y,t,r,l).call(x,t,r,l,f).call(b,t,r,l).call(_,t,r,l),function(t,e,r,a){if(e._context.staticPlot)return;var s=t.select(\"rect.\"+g.slideBoxClassName).node(),l=t.select(\"rect.\"+g.grabAreaMinClassName).node(),c=t.select(\"rect.\"+g.grabAreaMaxClassName).node();function u(){var u=n.event,f=u.target,h=u.clientX||u.touches[0].clientX,g=h-t.node().getBoundingClientRect().left,m=a.d2p(r._rl[0]),v=a.d2p(r._rl[1]),y=p.coverSlip();function x(t){var u,p,x,b=+(t.clientX||t.touches[0].clientX)-h;switch(f){case s:x=\"ew-resize\",u=m+b,p=v+b;break;case l:x=\"col-resize\",u=m+b,p=v;break;case c:x=\"col-resize\",u=m,p=v+b;break;default:x=\"ew-resize\",u=g,p=g+b}if(p<u){var _=p;p=u,u=_}a._pixelMin=u,a._pixelMax=p,d(n.select(y),x),function(t,e,r,n){function a(t){return r.l2r(o.constrain(t,n._rl[0],n._rl[1]))}var s=a(n.p2d(n._pixelMin)),l=a(n.p2d(n._pixelMax));window.requestAnimationFrame((function(){i.call(\"_guiRelayout\",e,r._name+\".range\",[s,l])}))}(0,e,r,a)}function b(){y.removeEventListener(\"mousemove\",x),y.removeEventListener(\"mouseup\",b),this.removeEventListener(\"touchmove\",x),this.removeEventListener(\"touchend\",b),o.removeElement(y)}this.addEventListener(\"touchmove\",x),this.addEventListener(\"touchend\",b),y.addEventListener(\"mousemove\",x),y.addEventListener(\"mouseup\",b)}t.on(\"mousedown\",u),t.on(\"touchstart\",u)}(a,t,r,l),function(t,e,r,n,i,a){var l=g.handleWidth/2;function c(t){return o.constrain(t,0,n._width)}function u(t){return o.constrain(t,0,n._height)}function f(t){return o.constrain(t,-l,n._width+l)}var h=c(n.d2p(r._rl[0])),p=c(n.d2p(r._rl[1]));if(t.select(\"rect.\"+g.slideBoxClassName).attr(\"x\",h).attr(\"width\",p-h),t.select(\"rect.\"+g.maskMinClassName).attr(\"width\",h),t.select(\"rect.\"+g.maskMaxClassName).attr(\"x\",p).attr(\"width\",n._width-p),\"match\"!==a.rangemode){var d=n._height-u(n.d2pOppAxis(i._rl[1])),m=n._height-u(n.d2pOppAxis(i._rl[0]));t.select(\"rect.\"+g.maskMinOppAxisClassName).attr(\"x\",h).attr(\"height\",d).attr(\"width\",p-h),t.select(\"rect.\"+g.maskMaxOppAxisClassName).attr(\"x\",h).attr(\"y\",m).attr(\"height\",n._height-m).attr(\"width\",p-h),t.select(\"rect.\"+g.slideBoxClassName).attr(\"y\",d).attr(\"height\",m-d)}var v=Math.round(f(h-l))-.5,y=Math.round(f(p-l))+.5;t.select(\"g.\"+g.grabberMinClassName).attr(\"transform\",s(v,.5)),t.select(\"g.\"+g.grabberMaxClassName).attr(\"transform\",s(y,.5))}(a,0,r,l,c,f),\"bottom\"===r.side&&u.draw(t,r._id+\"title\",{propContainer:r,propName:r._name+\".title\",placeholder:e._dfltTitle.x,attributes:{x:r._offset+r._length/2,y:E+l._height+l._offsetShift+10+1.5*r.title.font.size,\"text-anchor\":\"middle\"}})})))}},{\"../../lib\":778,\"../../lib/setcursor\":799,\"../../plots/cartesian\":841,\"../../plots/cartesian/axis_ids\":831,\"../../plots/plots\":891,\"../../registry\":911,\"../color\":643,\"../dragelement\":662,\"../drawing\":665,\"../titles\":738,\"./constants\":714,d3:169}],717:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axis_ids\"),i=t(\"../../lib/svg_text_utils\"),a=t(\"./constants\"),o=t(\"../../constants/alignment\").LINE_SPACING,s=a.name;function l(t){var e=t&&t[s];return e&&e.visible}r.isVisible=l,r.makeData=function(t){var e=n.list({_fullLayout:t},\"x\",!0),r=t.margin,i=[];if(!t._has(\"gl2d\"))for(var a=0;a<e.length;a++){var o=e[a];if(l(o)){i.push(o);var c=o[s];c._id=s+o._id,c._height=(t.height-r.b-r.t)*c.thickness,c._offsetShift=Math.floor(c.borderwidth/2)}}t._rangeSliderData=i},r.autoMarginOpts=function(t,e){var r=t._fullLayout,n=e[s],l=e._id.charAt(0),c=0,u=0;\"bottom\"===e.side&&(c=e._depth,e.title.text!==r._dfltTitle[l]&&(u=1.5*e.title.font.size+10+n._offsetShift,u+=(e.title.text.match(i.BR_TAG_ALL)||[]).length*e.title.font.size*o));return{x:0,y:e._counterDomainMin,l:0,r:0,t:0,b:n._height+c+Math.max(r.margin.b,u),pad:a.extraPad+2*n._offsetShift}}},{\"../../constants/alignment\":745,\"../../lib/svg_text_utils\":803,\"../../plots/cartesian/axis_ids\":831,\"./constants\":714}],718:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./attributes\"),a=t(\"./oppaxis_attributes\"),o=t(\"./helpers\");e.exports={moduleType:\"component\",name:\"rangeslider\",schema:{subplots:{xaxis:{rangeslider:n.extendFlat({},i,{yaxis:a})}}},layoutAttributes:t(\"./attributes\"),handleDefaults:t(\"./defaults\"),calcAutorange:t(\"./calc_autorange\"),draw:t(\"./draw\"),isVisible:o.isVisible,makeData:o.makeData,autoMarginOpts:o.autoMarginOpts}},{\"../../lib\":778,\"./attributes\":712,\"./calc_autorange\":713,\"./defaults\":715,\"./draw\":716,\"./helpers\":717,\"./oppaxis_attributes\":719}],719:[function(t,e,r){\"use strict\";e.exports={_isSubplotObj:!0,rangemode:{valType:\"enumerated\",values:[\"auto\",\"fixed\",\"match\"],dflt:\"match\",editType:\"calc\"},range:{valType:\"info_array\",items:[{valType:\"any\",editType:\"plot\"},{valType:\"any\",editType:\"plot\"}],editType:\"plot\"},editType:\"calc\"}},{}],720:[function(t,e,r){\"use strict\";var n=t(\"../annotations/attributes\"),i=t(\"../../traces/scatter/attributes\").line,a=t(\"../drawing/attributes\").dash,o=t(\"../../lib/extend\").extendFlat,s=t(\"../../plot_api/plot_template\").templatedArray;t(\"../../constants/axis_placeable_objects\");e.exports=s(\"shape\",{visible:{valType:\"boolean\",dflt:!0,editType:\"calc+arraydraw\"},type:{valType:\"enumerated\",values:[\"circle\",\"rect\",\"path\",\"line\"],editType:\"calc+arraydraw\"},layer:{valType:\"enumerated\",values:[\"below\",\"above\"],dflt:\"above\",editType:\"arraydraw\"},xref:o({},n.xref,{}),xsizemode:{valType:\"enumerated\",values:[\"scaled\",\"pixel\"],dflt:\"scaled\",editType:\"calc+arraydraw\"},xanchor:{valType:\"any\",editType:\"calc+arraydraw\"},x0:{valType:\"any\",editType:\"calc+arraydraw\"},x1:{valType:\"any\",editType:\"calc+arraydraw\"},yref:o({},n.yref,{}),ysizemode:{valType:\"enumerated\",values:[\"scaled\",\"pixel\"],dflt:\"scaled\",editType:\"calc+arraydraw\"},yanchor:{valType:\"any\",editType:\"calc+arraydraw\"},y0:{valType:\"any\",editType:\"calc+arraydraw\"},y1:{valType:\"any\",editType:\"calc+arraydraw\"},path:{valType:\"string\",editType:\"calc+arraydraw\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,editType:\"arraydraw\"},line:{color:o({},i.color,{editType:\"arraydraw\"}),width:o({},i.width,{editType:\"calc+arraydraw\"}),dash:o({},a,{editType:\"arraydraw\"}),editType:\"calc+arraydraw\"},fillcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"arraydraw\"},fillrule:{valType:\"enumerated\",values:[\"evenodd\",\"nonzero\"],dflt:\"evenodd\",editType:\"arraydraw\"},editable:{valType:\"boolean\",dflt:!1,editType:\"calc+arraydraw\"},editType:\"arraydraw\"})},{\"../../constants/axis_placeable_objects\":746,\"../../lib/extend\":768,\"../../plot_api/plot_template\":817,\"../../traces/scatter/attributes\":1187,\"../annotations/attributes\":626,\"../drawing/attributes\":664}],721:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"./constants\"),o=t(\"./helpers\");function s(t){return c(t.line.width,t.xsizemode,t.x0,t.x1,t.path,!1)}function l(t){return c(t.line.width,t.ysizemode,t.y0,t.y1,t.path,!0)}function c(t,e,r,i,s,l){var c=t/2,u=l;if(\"pixel\"===e){var f=s?o.extractPathCoords(s,l?a.paramIsY:a.paramIsX):[r,i],h=n.aggNums(Math.max,null,f),p=n.aggNums(Math.min,null,f),d=p<0?Math.abs(p)+c:c,g=h>0?h+c:c;return{ppad:c,ppadplus:u?d:g,ppadminus:u?g:d}}return{ppad:c}}function u(t,e,r,n,i){var s=\"category\"===t.type||\"multicategory\"===t.type?t.r2c:t.d2c;if(void 0!==e)return[s(e),s(r)];if(n){var l,c,u,f,h=1/0,p=-1/0,d=n.match(a.segmentRE);for(\"date\"===t.type&&(s=o.decodeDate(s)),l=0;l<d.length;l++)void 0!==(c=i[d[l].charAt(0)].drawn)&&(!(u=d[l].substr(1).match(a.paramRE))||u.length<c||((f=s(u[c]))<h&&(h=f),f>p&&(p=f)));return p>=h?[h,p]:void 0}}e.exports=function(t){var e=t._fullLayout,r=n.filterVisible(e.shapes);if(r.length&&t._fullData.length)for(var o=0;o<r.length;o++){var c,f,h=r[o];h._extremes={};var p=i.getRefType(h.xref),d=i.getRefType(h.yref);if(\"paper\"!==h.xref&&\"domain\"!==p){var g=\"pixel\"===h.xsizemode?h.xanchor:h.x0,m=\"pixel\"===h.xsizemode?h.xanchor:h.x1;(f=u(c=i.getFromId(t,h.xref),g,m,h.path,a.paramIsX))&&(h._extremes[c._id]=i.findExtremes(c,f,s(h)))}if(\"paper\"!==h.yref&&\"domain\"!==d){var v=\"pixel\"===h.ysizemode?h.yanchor:h.y0,y=\"pixel\"===h.ysizemode?h.yanchor:h.y1;(f=u(c=i.getFromId(t,h.yref),v,y,h.path,a.paramIsY))&&(h._extremes[c._id]=i.findExtremes(c,f,l(h)))}}}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"./constants\":722,\"./helpers\":731}],722:[function(t,e,r){\"use strict\";e.exports={segmentRE:/[MLHVQCTSZ][^MLHVQCTSZ]*/g,paramRE:/[^\\s,]+/g,paramIsX:{M:{0:!0,drawn:0},L:{0:!0,drawn:0},H:{0:!0,drawn:0},V:{},Q:{0:!0,2:!0,drawn:2},C:{0:!0,2:!0,4:!0,drawn:4},T:{0:!0,drawn:0},S:{0:!0,2:!0,drawn:2},Z:{}},paramIsY:{M:{1:!0,drawn:1},L:{1:!0,drawn:1},H:{},V:{0:!0,drawn:0},Q:{1:!0,3:!0,drawn:3},C:{1:!0,3:!0,5:!0,drawn:5},T:{1:!0,drawn:1},S:{1:!0,3:!0,drawn:5},Z:{}},numParams:{M:2,L:2,H:1,V:1,Q:4,C:6,T:2,S:4,Z:0}}},{}],723:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../plots/array_container_defaults\"),o=t(\"./attributes\"),s=t(\"./helpers\");function l(t,e,r){function a(r,i){return n.coerce(t,e,o,r,i)}if(a(\"visible\")){var l=a(\"path\"),c=a(\"type\",l?\"path\":\"rect\");\"path\"!==e.type&&delete e.path,a(\"editable\"),a(\"layer\"),a(\"opacity\"),a(\"fillcolor\"),a(\"fillrule\"),a(\"line.width\")&&(a(\"line.color\"),a(\"line.dash\"));for(var u=a(\"xsizemode\"),f=a(\"ysizemode\"),h=[\"x\",\"y\"],p=0;p<2;p++){var d,g,m,v=h[p],y=v+\"anchor\",x=\"x\"===v?u:f,b={_fullLayout:r},_=i.coerceRef(t,e,b,v,void 0,\"paper\");if(\"range\"===i.getRefType(_)?((d=i.getFromId(b,_))._shapeIndices.push(e._index),m=s.rangeToShapePosition(d),g=s.shapePositionToRange(d)):g=m=n.identity,\"path\"!==c){var w=v+\"0\",T=v+\"1\",k=t[w],M=t[T];t[w]=g(t[w],!0),t[T]=g(t[T],!0),\"pixel\"===x?(a(w,0),a(T,10)):(i.coercePosition(e,b,a,_,w,.25),i.coercePosition(e,b,a,_,T,.75)),e[w]=m(e[w]),e[T]=m(e[T]),t[w]=k,t[T]=M}if(\"pixel\"===x){var A=t[y];t[y]=g(t[y],!0),i.coercePosition(e,b,a,_,y,.25),e[y]=m(e[y]),t[y]=A}}\"path\"===c?a(\"path\"):n.noneOrAll(t,e,[\"x0\",\"x1\",\"y0\",\"y1\"])}}e.exports=function(t,e){a(t,e,{name:\"shapes\",handleItemDefaults:l})}},{\"../../lib\":778,\"../../plots/array_container_defaults\":823,\"../../plots/cartesian/axes\":828,\"./attributes\":720,\"./helpers\":731}],724:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../../plots/cartesian/axes\"),o=t(\"./draw_newshape/helpers\").readPaths,s=t(\"./draw_newshape/display_outlines\"),l=t(\"../../plots/cartesian/handle_outline\").clearOutlineControllers,c=t(\"../color\"),u=t(\"../drawing\"),f=t(\"../../plot_api/plot_template\").arrayEditor,h=t(\"../dragelement\"),p=t(\"../../lib/setcursor\"),d=t(\"./constants\"),g=t(\"./helpers\");function m(t){var e=t._fullLayout;for(var r in e._shapeUpperLayer.selectAll(\"path\").remove(),e._shapeLowerLayer.selectAll(\"path\").remove(),e._plots){var n=e._plots[r].shapelayer;n&&n.selectAll(\"path\").remove()}for(var i=0;i<e.shapes.length;i++)e.shapes[i].visible&&x(t,i)}function v(t){return!!t._fullLayout._drawing}function y(t){return!t._context.edits.shapePosition}function x(t,e){t._fullLayout._paperdiv.selectAll('.shapelayer [data-index=\"'+e+'\"]').remove();var r=g.makeOptionsAndPlotinfo(t,e),l=r.options,x=r.plotinfo;if(l._input&&!1!==l.visible)if(\"below\"!==l.layer)k(t._fullLayout._shapeUpperLayer);else if(\"paper\"===l.xref||\"paper\"===l.yref)k(t._fullLayout._shapeLowerLayer);else{if(x._hadPlotinfo)k((x.mainplotinfo||x).shapelayer);else k(t._fullLayout._shapeLowerLayer)}function k(r){var k=_(t,l),M={\"data-index\":e,\"fill-rule\":l.fillrule,d:k},A=l.opacity,S=l.fillcolor,E=l.line.width?l.line.color:\"rgba(0,0,0,0)\",C=l.line.width,L=l.line.dash;C||!0!==l.editable||(C=5,L=\"solid\");var I=\"Z\"!==k[k.length-1],P=y(t)&&l.editable&&t._fullLayout._activeShapeIndex===e;P&&(S=I?\"rgba(0,0,0,0)\":t._fullLayout.activeshape.fillcolor,A=t._fullLayout.activeshape.opacity);var z,O=r.append(\"path\").attr(M).style(\"opacity\",A).call(c.stroke,E).call(c.fill,S).call(u.dashLine,L,C);if(b(O,t,l),(P||t._context.edits.shapePosition)&&(z=f(t.layout,\"shapes\",l)),P){O.style({cursor:\"move\"});var D={element:O.node(),plotinfo:x,gd:t,editHelpers:z,isActiveShape:!0},R=o(k,t);s(R,O,D)}else t._context.edits.shapePosition?function(t,e,r,o,s,l){var c,f,m,y,x,T,k,M,A,S,E,C,L,I,P,z,O=\"pixel\"===r.xsizemode,D=\"pixel\"===r.ysizemode,R=\"line\"===r.type,F=\"path\"===r.type,B=l.modifyItem,N=a.getFromId(t,r.xref),j=a.getRefType(r.xref),U=a.getFromId(t,r.yref),V=a.getRefType(r.yref),q=g.getDataToPixel(t,N,!1,j),H=g.getDataToPixel(t,U,!0,V),G=g.getPixelToData(t,N,!1,j),Y=g.getPixelToData(t,U,!0,V),W=R?function(){var t=Math.max(r.line.width,10),n=s.append(\"g\").attr(\"data-index\",o);n.append(\"path\").attr(\"d\",e.attr(\"d\")).style({cursor:\"move\",\"stroke-width\":t,\"stroke-opacity\":\"0\"});var i={\"fill-opacity\":\"0\"},a=Math.max(t/2,10);return n.append(\"circle\").attr({\"data-line-point\":\"start-point\",cx:O?q(r.xanchor)+r.x0:q(r.x0),cy:D?H(r.yanchor)-r.y0:H(r.y0),r:a}).style(i).classed(\"cursor-grab\",!0),n.append(\"circle\").attr({\"data-line-point\":\"end-point\",cx:O?q(r.xanchor)+r.x1:q(r.x1),cy:D?H(r.yanchor)-r.y1:H(r.y1),r:a}).style(i).classed(\"cursor-grab\",!0),n}():e,X={element:W.node(),gd:t,prepFn:function(n){if(v(t))return;O&&(x=q(r.xanchor));D&&(T=H(r.yanchor));\"path\"===r.type?P=r.path:(c=O?r.x0:q(r.x0),f=D?r.y0:H(r.y0),m=O?r.x1:q(r.x1),y=D?r.y1:H(r.y1));c<m?(A=c,L=\"x0\",S=m,I=\"x1\"):(A=m,L=\"x1\",S=c,I=\"x0\");!D&&f<y||D&&f>y?(k=f,E=\"y0\",M=y,C=\"y1\"):(k=y,E=\"y1\",M=f,C=\"y0\");Z(n),Q(s,r),function(t,e,r){var n=e.xref,i=e.yref,o=a.getFromId(r,n),s=a.getFromId(r,i),l=\"\";\"paper\"===n||o.autorange||(l+=n);\"paper\"===i||s.autorange||(l+=i);u.setClipUrl(t,l?\"clip\"+r._fullLayout._uid+l:null,r)}(e,r,t),X.moveFn=\"move\"===z?J:K,X.altKey=n.altKey},doneFn:function(){if(v(t))return;p(e),$(s),b(e,t,r),n.call(\"_guiRelayout\",t,l.getUpdateObj())},clickFn:function(){if(v(t))return;$(s)}};function Z(r){if(v(t))z=null;else if(R)z=\"path\"===r.target.tagName?\"move\":\"start-point\"===r.target.attributes[\"data-line-point\"].value?\"resize-over-start-point\":\"resize-over-end-point\";else{var n=X.element.getBoundingClientRect(),i=n.right-n.left,a=n.bottom-n.top,o=r.clientX-n.left,s=r.clientY-n.top,l=!F&&i>10&&a>10&&!r.shiftKey?h.getCursor(o/i,1-s/a):\"move\";p(e,l),z=l.split(\"-\")[0]}}function J(n,i){if(\"path\"===r.type){var a=function(t){return t},o=a,l=a;O?B(\"xanchor\",r.xanchor=G(x+n)):(o=function(t){return G(q(t)+n)},N&&\"date\"===N.type&&(o=g.encodeDate(o))),D?B(\"yanchor\",r.yanchor=Y(T+i)):(l=function(t){return Y(H(t)+i)},U&&\"date\"===U.type&&(l=g.encodeDate(l))),B(\"path\",r.path=w(P,o,l))}else O?B(\"xanchor\",r.xanchor=G(x+n)):(B(\"x0\",r.x0=G(c+n)),B(\"x1\",r.x1=G(m+n))),D?B(\"yanchor\",r.yanchor=Y(T+i)):(B(\"y0\",r.y0=Y(f+i)),B(\"y1\",r.y1=Y(y+i)));e.attr(\"d\",_(t,r)),Q(s,r)}function K(n,i){if(F){var a=function(t){return t},o=a,l=a;O?B(\"xanchor\",r.xanchor=G(x+n)):(o=function(t){return G(q(t)+n)},N&&\"date\"===N.type&&(o=g.encodeDate(o))),D?B(\"yanchor\",r.yanchor=Y(T+i)):(l=function(t){return Y(H(t)+i)},U&&\"date\"===U.type&&(l=g.encodeDate(l))),B(\"path\",r.path=w(P,o,l))}else if(R){if(\"resize-over-start-point\"===z){var u=c+n,h=D?f-i:f+i;B(\"x0\",r.x0=O?u:G(u)),B(\"y0\",r.y0=D?h:Y(h))}else if(\"resize-over-end-point\"===z){var p=m+n,d=D?y-i:y+i;B(\"x1\",r.x1=O?p:G(p)),B(\"y1\",r.y1=D?d:Y(d))}}else{var v=function(t){return-1!==z.indexOf(t)},b=v(\"n\"),j=v(\"s\"),V=v(\"w\"),W=v(\"e\"),X=b?k+i:k,Z=j?M+i:M,J=V?A+n:A,K=W?S+n:S;D&&(b&&(X=k-i),j&&(Z=M-i)),(!D&&Z-X>10||D&&X-Z>10)&&(B(E,r[E]=D?X:Y(X)),B(C,r[C]=D?Z:Y(Z))),K-J>10&&(B(L,r[L]=O?J:G(J)),B(I,r[I]=O?K:G(K)))}e.attr(\"d\",_(t,r)),Q(s,r)}function Q(t,e){(O||D)&&function(){var r=\"path\"!==e.type,n=t.selectAll(\".visual-cue\").data([0]);n.enter().append(\"path\").attr({fill:\"#fff\",\"fill-rule\":\"evenodd\",stroke:\"#000\",\"stroke-width\":1}).classed(\"visual-cue\",!0);var a=q(O?e.xanchor:i.midRange(r?[e.x0,e.x1]:g.extractPathCoords(e.path,d.paramIsX))),o=H(D?e.yanchor:i.midRange(r?[e.y0,e.y1]:g.extractPathCoords(e.path,d.paramIsY)));if(a=g.roundPositionForSharpStrokeRendering(a,1),o=g.roundPositionForSharpStrokeRendering(o,1),O&&D){var s=\"M\"+(a-1-1)+\",\"+(o-1-1)+\"h-8v2h8 v8h2v-8 h8v-2h-8 v-8h-2 Z\";n.attr(\"d\",s)}else if(O){var l=\"M\"+(a-1-1)+\",\"+(o-9-1)+\"v18 h2 v-18 Z\";n.attr(\"d\",l)}else{var c=\"M\"+(a-9-1)+\",\"+(o-1-1)+\"h18 v2 h-18 Z\";n.attr(\"d\",c)}}()}function $(t){t.selectAll(\".visual-cue\").remove()}h.init(X),W.node().onmousemove=Z}(t,O,l,e,r,z):!0===l.editable&&O.style(\"pointer-events\",I||c.opacity(S)*A<=.5?\"stroke\":\"all\");O.node().addEventListener(\"click\",(function(){return function(t,e){if(!y(t))return;var r=+e.node().getAttribute(\"data-index\");if(r>=0){if(r===t._fullLayout._activeShapeIndex)return void T(t);t._fullLayout._activeShapeIndex=r,t._fullLayout._deactivateShape=T,m(t)}}(t,O)}))}}function b(t,e,r){var n=(r.xref+r.yref).replace(/paper/g,\"\").replace(/[xyz][1-9]* *domain/g,\"\");u.setClipUrl(t,n?\"clip\"+e._fullLayout._uid+n:null,e)}function _(t,e){var r,n,o,s,l,c,u,f,h=e.type,p=a.getRefType(e.xref),m=a.getRefType(e.yref),v=a.getFromId(t,e.xref),y=a.getFromId(t,e.yref),x=t._fullLayout._size;if(v?\"domain\"===p?n=function(t){return v._offset+v._length*t}:(r=g.shapePositionToRange(v),n=function(t){return v._offset+v.r2p(r(t,!0))}):n=function(t){return x.l+x.w*t},y?\"domain\"===m?s=function(t){return y._offset+y._length*(1-t)}:(o=g.shapePositionToRange(y),s=function(t){return y._offset+y.r2p(o(t,!0))}):s=function(t){return x.t+x.h*(1-t)},\"path\"===h)return v&&\"date\"===v.type&&(n=g.decodeDate(n)),y&&\"date\"===y.type&&(s=g.decodeDate(s)),function(t,e,r){var n=t.path,a=t.xsizemode,o=t.ysizemode,s=t.xanchor,l=t.yanchor;return n.replace(d.segmentRE,(function(t){var n=0,c=t.charAt(0),u=d.paramIsX[c],f=d.paramIsY[c],h=d.numParams[c],p=t.substr(1).replace(d.paramRE,(function(t){return u[n]?t=\"pixel\"===a?e(s)+Number(t):e(t):f[n]&&(t=\"pixel\"===o?r(l)-Number(t):r(t)),++n>h&&(t=\"X\"),t}));return n>h&&(p=p.replace(/[\\s,]*X.*/,\"\"),i.log(\"Ignoring extra params in segment \"+t)),c+p}))}(e,n,s);if(\"pixel\"===e.xsizemode){var b=n(e.xanchor);l=b+e.x0,c=b+e.x1}else l=n(e.x0),c=n(e.x1);if(\"pixel\"===e.ysizemode){var _=s(e.yanchor);u=_-e.y0,f=_-e.y1}else u=s(e.y0),f=s(e.y1);if(\"line\"===h)return\"M\"+l+\",\"+u+\"L\"+c+\",\"+f;if(\"rect\"===h)return\"M\"+l+\",\"+u+\"H\"+c+\"V\"+f+\"H\"+l+\"Z\";var w=(l+c)/2,T=(u+f)/2,k=Math.abs(w-l),M=Math.abs(T-u),A=\"A\"+k+\",\"+M,S=w+k+\",\"+T;return\"M\"+S+A+\" 0 1,1 \"+(w+\",\"+(T-M))+A+\" 0 0,1 \"+S+\"Z\"}function w(t,e,r){return t.replace(d.segmentRE,(function(t){var n=0,i=t.charAt(0),a=d.paramIsX[i],o=d.paramIsY[i],s=d.numParams[i];return i+t.substr(1).replace(d.paramRE,(function(t){return n>=s||(a[n]?t=e(t):o[n]&&(t=r(t)),n++),t}))}))}function T(t){y(t)&&(t._fullLayout._activeShapeIndex>=0&&(l(t),delete t._fullLayout._activeShapeIndex,m(t)))}e.exports={draw:m,drawOne:x,eraseActiveShape:function(t){if(!y(t))return;l(t);var e=t._fullLayout._activeShapeIndex,r=(t.layout||{}).shapes||[];if(e<r.length){for(var i=[],a=0;a<r.length;a++)a!==e&&i.push(r[a]);delete t._fullLayout._activeShapeIndex,n.call(\"_guiRelayout\",t,{shapes:i})}}}},{\"../../lib\":778,\"../../lib/setcursor\":799,\"../../plot_api/plot_template\":817,\"../../plots/cartesian/axes\":828,\"../../plots/cartesian/handle_outline\":838,\"../../registry\":911,\"../color\":643,\"../dragelement\":662,\"../drawing\":665,\"./constants\":722,\"./draw_newshape/display_outlines\":728,\"./draw_newshape/helpers\":729,\"./helpers\":731}],725:[function(t,e,r){\"use strict\";var n=t(\"../../drawing/attributes\").dash,i=t(\"../../../lib/extend\").extendFlat;e.exports={newshape:{line:{color:{valType:\"color\",editType:\"none\"},width:{valType:\"number\",min:0,dflt:4,editType:\"none\"},dash:i({},n,{dflt:\"solid\",editType:\"none\"}),editType:\"none\"},fillcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"none\"},fillrule:{valType:\"enumerated\",values:[\"evenodd\",\"nonzero\"],dflt:\"evenodd\",editType:\"none\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,editType:\"none\"},layer:{valType:\"enumerated\",values:[\"below\",\"above\"],dflt:\"above\",editType:\"none\"},drawdirection:{valType:\"enumerated\",values:[\"ortho\",\"horizontal\",\"vertical\",\"diagonal\"],dflt:\"diagonal\",editType:\"none\"},editType:\"none\"},activeshape:{fillcolor:{valType:\"color\",dflt:\"rgb(255,0,255)\",editType:\"none\"},opacity:{valType:\"number\",min:0,max:1,dflt:.5,editType:\"none\"},editType:\"none\"}}},{\"../../../lib/extend\":768,\"../../drawing/attributes\":664}],726:[function(t,e,r){\"use strict\";e.exports={CIRCLE_SIDES:32,i000:0,i090:8,i180:16,i270:24,cos45:Math.cos(Math.PI/4),sin45:Math.sin(Math.PI/4),SQRT2:Math.sqrt(2)}},{}],727:[function(t,e,r){\"use strict\";var n=t(\"../../color\");e.exports=function(t,e,r){if(r(\"newshape.drawdirection\"),r(\"newshape.layer\"),r(\"newshape.fillcolor\"),r(\"newshape.fillrule\"),r(\"newshape.opacity\"),r(\"newshape.line.width\")){var i=(t||{}).plot_bgcolor||\"#FFF\";r(\"newshape.line.color\",n.contrast(i)),r(\"newshape.line.dash\")}r(\"activeshape.fillcolor\"),r(\"activeshape.opacity\")}},{\"../../color\":643}],728:[function(t,e,r){\"use strict\";var n=t(\"../../dragelement\"),i=t(\"../../dragelement/helpers\").drawMode,a=t(\"../../../registry\"),o=t(\"./constants\"),s=o.i000,l=o.i090,c=o.i180,u=o.i270,f=t(\"../../../plots/cartesian/handle_outline\").clearOutlineControllers,h=t(\"./helpers\"),p=h.pointsShapeRectangle,d=h.pointsShapeEllipse,g=h.writePaths,m=t(\"./newshapes\");e.exports=function t(e,r,o,h){h||(h=0);var v=o.gd;function y(){t(e,r,o,h++),d(e[0])&&x({redrawing:!0})}function x(t){o.isActiveShape=!1;var e=m(r,o);Object.keys(e).length&&a.call((t||{}).redrawing?\"relayout\":\"_guiRelayout\",v,e)}var b,_,w,T,k,M=o.isActiveShape,A=v._fullLayout._zoomlayer,S=o.dragmode;(i(S)?v._fullLayout._drawing=!0:v._fullLayout._activeShapeIndex>=0&&f(v),r.attr(\"d\",g(e)),M&&!h)&&(k=function(t,e){for(var r=0;r<e.length;r++){var n=e[r];t[r]=[];for(var i=0;i<n.length;i++){t[r][i]=[];for(var a=0;a<n[i].length;a++)t[r][i][a]=n[i][a]}}return t}([],e),function(t){b=[];for(var r=0;r<e.length;r++){var i=e[r],a=!p(i)&&d(i);b[r]=[];for(var o=0;o<i.length;o++)if(\"Z\"!==i[o][0]&&(!a||o===s||o===l||o===c||o===u)){var f=i[o][1],h=i[o][2],g=t.append(\"circle\").classed(\"cursor-grab\",!0).attr(\"data-i\",r).attr(\"data-j\",o).attr(\"cx\",f).attr(\"cy\",h).attr(\"r\",4).style({\"mix-blend-mode\":\"luminosity\",fill:\"black\",stroke:\"white\",\"stroke-width\":1});b[r][o]={element:g.node(),gd:v,prepFn:E,doneFn:L,clickFn:I},n.init(b[r][o])}}}(A.append(\"g\").attr(\"class\",\"outline-controllers\")),function(){if(_=[],!e.length)return;_[0]={element:r[0][0],gd:v,prepFn:z,doneFn:O},n.init(_[0])}());function E(t){w=+t.srcElement.getAttribute(\"data-i\"),T=+t.srcElement.getAttribute(\"data-j\"),b[w][T].moveFn=C}function C(t,r){if(e.length){var n=k[w][T][1],i=k[w][T][2],a=e[w],o=a.length;if(p(a)){for(var s=0;s<o;s++)if(s!==T){var l=a[s];l[1]===a[T][1]&&(l[1]=n+t),l[2]===a[T][2]&&(l[2]=i+r)}if(a[T][1]=n+t,a[T][2]=i+r,!p(a))for(var c=0;c<o;c++)for(var u=0;u<a[c].length;u++)a[c][u]=k[w][c][u]}else a[T][1]=n+t,a[T][2]=i+r;y()}}function L(){x()}function I(t,r){if(2===t){w=+r.srcElement.getAttribute(\"data-i\"),T=+r.srcElement.getAttribute(\"data-j\");var n=e[w];p(n)||d(n)||function(){if(e.length&&e[w]&&e[w].length){for(var t=[],r=0;r<e[w].length;r++)r!==T&&t.push(e[w][r]);t.length>1&&(2!==t.length||\"Z\"!==t[1][0])&&(0===T&&(t[0][0]=\"M\"),e[w]=t,y(),x())}}()}}function P(t,r){!function(t,r){if(e.length)for(var n=0;n<e.length;n++)for(var i=0;i<e[n].length;i++)for(var a=0;a+2<e[n][i].length;a+=2)e[n][i][a+1]=k[n][i][a+1]+t,e[n][i][a+2]=k[n][i][a+2]+r}(t,r),y()}function z(t){(w=+t.srcElement.getAttribute(\"data-i\"))||(w=0),_[w].moveFn=P}function O(){x()}}},{\"../../../plots/cartesian/handle_outline\":838,\"../../../registry\":911,\"../../dragelement\":662,\"../../dragelement/helpers\":661,\"./constants\":726,\"./helpers\":729,\"./newshapes\":730}],729:[function(t,e,r){\"use strict\";var n=t(\"parse-svg-path\"),i=t(\"./constants\"),a=i.CIRCLE_SIDES,o=i.SQRT2,s=t(\"../../../plots/cartesian/helpers\"),l=s.p2r,c=s.r2p,u=[0,3,4,5,6,1,2],f=[0,3,4,1,2];function h(t,e){return Math.abs(t-e)<=1e-6}function p(t,e){var r=e[1]-t[1],n=e[2]-t[2];return Math.sqrt(r*r+n*n)}r.writePaths=function(t){var e=t.length;if(!e)return\"M0,0Z\";for(var r=\"\",n=0;n<e;n++)for(var i=t[n].length,a=0;a<i;a++){var o=t[n][a][0];if(\"Z\"===o)r+=\"Z\";else for(var s=t[n][a].length,l=0;l<s;l++){var c=l;\"Q\"===o||\"S\"===o?c=f[l]:\"C\"===o&&(c=u[l]),r+=t[n][a][c],l>0&&l<s-1&&(r+=\",\")}}return r},r.readPaths=function(t,e,r,i){var o,s,u,f=n(t),h=[],p=-1,d=0,g=0,m=function(){s=d,u=g};m();for(var v=0;v<f.length;v++){var y,x,b,_,w=[],T=f[v][0],k=T;switch(T){case\"M\":p++,h[p]=[],d=+f[v][1],g=+f[v][2],w.push([k,d,g]),m();break;case\"Q\":case\"S\":y=+f[v][1],b=+f[v][2],d=+f[v][3],g=+f[v][4],w.push([k,d,g,y,b]);break;case\"C\":y=+f[v][1],b=+f[v][2],x=+f[v][3],_=+f[v][4],d=+f[v][5],g=+f[v][6],w.push([k,d,g,y,b,x,_]);break;case\"T\":case\"L\":d=+f[v][1],g=+f[v][2],w.push([k,d,g]);break;case\"H\":k=\"L\",d=+f[v][1],w.push([k,d,g]);break;case\"V\":k=\"L\",g=+f[v][1],w.push([k,d,g]);break;case\"A\":k=\"L\";var M=+f[v][1],A=+f[v][2];+f[v][4]||(M=-M,A=-A);var S=d-M,E=g;for(o=1;o<=a/2;o++){var C=2*Math.PI*o/a;w.push([k,S+M*Math.cos(C),E+A*Math.sin(C)])}break;case\"Z\":d===s&&g===u||(d=s,g=u,w.push([k,d,g]))}for(var L=(r||{}).domain,I=e._fullLayout._size,P=r&&\"pixel\"===r.xsizemode,z=r&&\"pixel\"===r.ysizemode,O=!1===i,D=0;D<w.length;D++){for(o=0;o+2<7;o+=2){var R=w[D][o+1],F=w[D][o+2];void 0!==R&&void 0!==F&&(d=R,g=F,r&&(r.xaxis&&r.xaxis.p2r?(O&&(R-=r.xaxis._offset),R=P?c(r.xaxis,r.xanchor)+R:l(r.xaxis,R)):(O&&(R-=I.l),L?R=L.x[0]+R/I.w:R/=I.w),r.yaxis&&r.yaxis.p2r?(O&&(F-=r.yaxis._offset),F=z?c(r.yaxis,r.yanchor)-F:l(r.yaxis,F)):(O&&(F-=I.t),F=L?L.y[1]-F/I.h:1-F/I.h)),w[D][o+1]=R,w[D][o+2]=F)}h[p].push(w[D].slice())}}return h},r.pointsShapeRectangle=function(t){if(5!==t.length)return!1;for(var e=1;e<3;e++){if(!h(t[0][e]-t[1][e],t[3][e]-t[2][e]))return!1;if(!h(t[0][e]-t[3][e],t[1][e]-t[2][e]))return!1}return!(!h(t[0][1],t[1][1])&&!h(t[0][1],t[3][1]))&&!!(p(t[0],t[1])*p(t[0],t[3]))},r.pointsShapeEllipse=function(t){var e=t.length;if(e!==a+1)return!1;e=a;for(var r=0;r<e;r++){var n=(2*e-r)%e,i=(e/2+n)%e,o=(e/2+r)%e;if(!h(p(t[r],t[o]),p(t[n],t[i])))return!1}return!0},r.handleEllipse=function(t,e,n){if(!t)return[e,n];var i=r.ellipseOver({x0:e[0],y0:e[1],x1:n[0],y1:n[1]}),s=(i.x1+i.x0)/2,l=(i.y1+i.y0)/2,c=(i.x1-i.x0)/2,u=(i.y1-i.y0)/2;c||(c=u/=o),u||(u=c/=o);for(var f=[],h=0;h<a;h++){var p=2*h*Math.PI/a;f.push([s+c*Math.cos(p),l+u*Math.sin(p)])}return f},r.ellipseOver=function(t){var e=t.x0,r=t.y0,n=t.x1,i=t.y1,a=n-e,s=i-r,l=((e-=a)+n)/2,c=((r-=s)+i)/2;return{x0:l-(a*=o),y0:c-(s*=o),x1:l+a,y1:c+s}}},{\"../../../plots/cartesian/helpers\":839,\"./constants\":726,\"parse-svg-path\":505}],730:[function(t,e,r){\"use strict\";var n=t(\"../../dragelement/helpers\"),i=n.drawMode,a=n.openMode,o=t(\"./constants\"),s=o.i000,l=o.i090,c=o.i180,u=o.i270,f=o.cos45,h=o.sin45,p=t(\"../../../plots/cartesian/helpers\"),d=p.p2r,g=p.r2p,m=t(\"../../../plots/cartesian/handle_outline\").clearSelect,v=t(\"./helpers\"),y=v.readPaths,x=v.writePaths,b=v.ellipseOver;e.exports=function(t,e){if(t.length){var r=t[0][0];if(r){var n=r.getAttribute(\"d\"),o=e.gd,p=o._fullLayout.newshape,v=e.plotinfo,_=v.xaxis,w=v.yaxis,T=!!v.domain||!v.xaxis,k=!!v.domain||!v.yaxis,M=e.isActiveShape,A=e.dragmode,S=(o.layout||{}).shapes||[];if(!i(A)&&void 0!==M){var E=o._fullLayout._activeShapeIndex;if(E<S.length)switch(o._fullLayout.shapes[E].type){case\"rect\":A=\"drawrect\";break;case\"circle\":A=\"drawcircle\";break;case\"line\":A=\"drawline\";break;case\"path\":var C=S[E].path||\"\";A=\"Z\"===C[C.length-1]?\"drawclosedpath\":\"drawopenpath\"}}var L,I=a(A),P=y(n,o,v,M),z={editable:!0,xref:T?\"paper\":_._id,yref:k?\"paper\":w._id,layer:p.layer,opacity:p.opacity,line:{color:p.line.color,width:p.line.width,dash:p.line.dash}};if(I||(z.fillcolor=p.fillcolor,z.fillrule=p.fillrule),1===P.length&&(L=P[0]),L&&\"drawrect\"===A)z.type=\"rect\",z.x0=L[0][1],z.y0=L[0][2],z.x1=L[2][1],z.y1=L[2][2];else if(L&&\"drawline\"===A)z.type=\"line\",z.x0=L[0][1],z.y0=L[0][2],z.x1=L[1][1],z.y1=L[1][2];else if(L&&\"drawcircle\"===A){z.type=\"circle\";var O=L[s][1],D=L[l][1],R=L[c][1],F=L[u][1],B=L[s][2],N=L[l][2],j=L[c][2],U=L[u][2],V=v.xaxis&&(\"date\"===v.xaxis.type||\"log\"===v.xaxis.type),q=v.yaxis&&(\"date\"===v.yaxis.type||\"log\"===v.yaxis.type);V&&(O=g(v.xaxis,O),D=g(v.xaxis,D),R=g(v.xaxis,R),F=g(v.xaxis,F)),q&&(B=g(v.yaxis,B),N=g(v.yaxis,N),j=g(v.yaxis,j),U=g(v.yaxis,U));var H=(D+F)/2,G=(B+j)/2,Y=b({x0:H,y0:G,x1:H+(F-D+R-O)/2*f,y1:G+(U-N+j-B)/2*h});V&&(Y.x0=d(v.xaxis,Y.x0),Y.x1=d(v.xaxis,Y.x1)),q&&(Y.y0=d(v.yaxis,Y.y0),Y.y1=d(v.yaxis,Y.y1)),z.x0=Y.x0,z.y0=Y.y0,z.x1=Y.x1,z.y1=Y.y1}else z.type=\"path\",_&&w&&function(t,e,r){var n=\"date\"===e.type,i=\"date\"===r.type;if(!n&&!i)return t;for(var a=0;a<t.length;a++)for(var o=0;o<t[a].length;o++)for(var s=0;s+2<t[a][o].length;s+=2)n&&(t[a][o][s+1]=t[a][o][s+1].replace(\" \",\"_\")),i&&(t[a][o][s+2]=t[a][o][s+2].replace(\" \",\"_\"))}(P,_,w),z.path=x(P),L=null;m(o);for(var W=e.editHelpers,X=(W||{}).modifyItem,Z=[],J=0;J<S.length;J++){var K=o._fullLayout.shapes[J];if(Z[J]=K._input,void 0!==M&&J===o._fullLayout._activeShapeIndex){var Q=z;switch(K.type){case\"line\":case\"rect\":case\"circle\":X(\"x0\",Q.x0),X(\"x1\",Q.x1),X(\"y0\",Q.y0),X(\"y1\",Q.y1);break;case\"path\":X(\"path\",Q.path)}}}return void 0===M?(Z.push(z),Z):W?W.getUpdateObj():{}}}}},{\"../../../plots/cartesian/handle_outline\":838,\"../../../plots/cartesian/helpers\":839,\"../../dragelement/helpers\":661,\"./constants\":726,\"./helpers\":729}],731:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),i=t(\"../../lib\");r.rangeToShapePosition=function(t){return\"log\"===t.type?t.r2d:function(t){return t}},r.shapePositionToRange=function(t){return\"log\"===t.type?t.d2r:function(t){return t}},r.decodeDate=function(t){return function(e){return e.replace&&(e=e.replace(\"_\",\" \")),t(e)}},r.encodeDate=function(t){return function(e){return t(e).replace(\" \",\"_\")}},r.extractPathCoords=function(t,e){var r=[];return t.match(n.segmentRE).forEach((function(t){var a=e[t.charAt(0)].drawn;if(void 0!==a){var o=t.substr(1).match(n.paramRE);!o||o.length<a||r.push(i.cleanNumber(o[a]))}})),r},r.getDataToPixel=function(t,e,n,i){var a,o=t._fullLayout._size;if(e)if(\"domain\"===i)a=function(t){return e._length*(n?1-t:t)+e._offset};else{var s=r.shapePositionToRange(e);a=function(t){return e._offset+e.r2p(s(t,!0))},\"date\"===e.type&&(a=r.decodeDate(a))}else a=n?function(t){return o.t+o.h*(1-t)}:function(t){return o.l+o.w*t};return a},r.getPixelToData=function(t,e,n,i){var a,o=t._fullLayout._size;if(e)if(\"domain\"===i)a=function(t){var r=(t-e._offset)/e._length;return n?1-r:r};else{var s=r.rangeToShapePosition(e);a=function(t){return s(e.p2r(t-e._offset))}}else a=n?function(t){return 1-(t-o.t)/o.h}:function(t){return(t-o.l)/o.w};return a},r.roundPositionForSharpStrokeRendering=function(t,e){var r=1===Math.round(e%2),n=Math.round(t);return r?n+.5:n},r.makeOptionsAndPlotinfo=function(t,e){var r=t._fullLayout.shapes[e]||{},n=t._fullLayout._plots[r.xref+r.yref];return!!n?n._hadPlotinfo=!0:(n={},r.xref&&\"paper\"!==r.xref&&(n.xaxis=t._fullLayout[r.xref+\"axis\"]),r.yref&&\"paper\"!==r.yref&&(n.yaxis=t._fullLayout[r.yref+\"axis\"])),n.xsizemode=r.xsizemode,n.ysizemode=r.ysizemode,n.xanchor=r.xanchor,n.yanchor=r.yanchor,{options:r,plotinfo:n}}},{\"../../lib\":778,\"./constants\":722}],732:[function(t,e,r){\"use strict\";var n=t(\"./draw\");e.exports={moduleType:\"component\",name:\"shapes\",layoutAttributes:t(\"./attributes\"),supplyLayoutDefaults:t(\"./defaults\"),supplyDrawNewShapeDefaults:t(\"./draw_newshape/defaults\"),includeBasePlot:t(\"../../plots/cartesian/include_components\")(\"shapes\"),calcAutorange:t(\"./calc_autorange\"),draw:n.draw,drawOne:n.drawOne}},{\"../../plots/cartesian/include_components\":840,\"./attributes\":720,\"./calc_autorange\":721,\"./defaults\":723,\"./draw\":724,\"./draw_newshape/defaults\":727}],733:[function(t,e,r){\"use strict\";var n=t(\"../../plots/font_attributes\"),i=t(\"../../plots/pad_attributes\"),a=t(\"../../lib/extend\").extendDeepAll,o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../plots/animation_attributes\"),l=t(\"../../plot_api/plot_template\").templatedArray,c=t(\"./constants\"),u=l(\"step\",{visible:{valType:\"boolean\",dflt:!0},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\"},value:{valType:\"string\"},execute:{valType:\"boolean\",dflt:!0}});e.exports=o(l(\"slider\",{visible:{valType:\"boolean\",dflt:!0},active:{valType:\"number\",min:0,dflt:0},steps:u,lenmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"fraction\"},len:{valType:\"number\",min:0,dflt:1},x:{valType:\"number\",min:-2,max:3,dflt:0},pad:a(i({editType:\"arraydraw\"}),{},{t:{dflt:20}}),xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\"},y:{valType:\"number\",min:-2,max:3,dflt:0},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},transition:{duration:{valType:\"number\",min:0,dflt:150},easing:{valType:\"enumerated\",values:s.transition.easing.values,dflt:\"cubic-in-out\"}},currentvalue:{visible:{valType:\"boolean\",dflt:!0},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\"},offset:{valType:\"number\",dflt:10},prefix:{valType:\"string\"},suffix:{valType:\"string\"},font:n({})},font:n({}),activebgcolor:{valType:\"color\",dflt:c.gripBgActiveColor},bgcolor:{valType:\"color\",dflt:c.railBgColor},bordercolor:{valType:\"color\",dflt:c.railBorderColor},borderwidth:{valType:\"number\",min:0,dflt:c.railBorderWidth},ticklen:{valType:\"number\",min:0,dflt:c.tickLength},tickcolor:{valType:\"color\",dflt:c.tickColor},tickwidth:{valType:\"number\",min:0,dflt:1},minorticklen:{valType:\"number\",min:0,dflt:c.minorTickLength}}),\"arraydraw\",\"from-root\")},{\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../../plot_api/plot_template\":817,\"../../plots/animation_attributes\":822,\"../../plots/font_attributes\":856,\"../../plots/pad_attributes\":890,\"./constants\":734}],734:[function(t,e,r){\"use strict\";e.exports={name:\"sliders\",containerClassName:\"slider-container\",groupClassName:\"slider-group\",inputAreaClass:\"slider-input-area\",railRectClass:\"slider-rail-rect\",railTouchRectClass:\"slider-rail-touch-rect\",gripRectClass:\"slider-grip-rect\",tickRectClass:\"slider-tick-rect\",inputProxyClass:\"slider-input-proxy\",labelsClass:\"slider-labels\",labelGroupClass:\"slider-label-group\",labelClass:\"slider-label\",currentValueClass:\"slider-current-value\",railHeight:5,menuIndexAttrName:\"slider-active-index\",autoMarginIdRoot:\"slider-\",minWidth:30,minHeight:30,textPadX:40,arrowOffsetX:4,railRadius:2,railWidth:5,railBorder:4,railBorderWidth:1,railBorderColor:\"#bec8d9\",railBgColor:\"#f8fafc\",railInset:8,stepInset:10,gripRadius:10,gripWidth:20,gripHeight:20,gripBorder:20,gripBorderWidth:1,gripBorderColor:\"#bec8d9\",gripBgColor:\"#f6f8fa\",gripBgActiveColor:\"#dbdde0\",labelPadding:8,labelOffset:0,tickWidth:1,tickColor:\"#333\",tickOffset:25,tickLength:7,minorTickOffset:25,minorTickColor:\"#333\",minorTickLength:4,currentValuePadding:8,currentValueInset:0}},{}],735:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/array_container_defaults\"),a=t(\"./attributes\"),o=t(\"./constants\").name,s=a.steps;function l(t,e,r){function o(r,i){return n.coerce(t,e,a,r,i)}for(var s=i(t,e,{name:\"steps\",handleItemDefaults:c}),l=0,u=0;u<s.length;u++)s[u].visible&&l++;if(l<2?e.visible=!1:o(\"visible\")){e._stepCount=l;var f=e._visibleSteps=n.filterVisible(s);(s[o(\"active\")]||{}).visible||(e.active=f[0]._index),o(\"x\"),o(\"y\"),n.noneOrAll(t,e,[\"x\",\"y\"]),o(\"xanchor\"),o(\"yanchor\"),o(\"len\"),o(\"lenmode\"),o(\"pad.t\"),o(\"pad.r\"),o(\"pad.b\"),o(\"pad.l\"),n.coerceFont(o,\"font\",r.font),o(\"currentvalue.visible\")&&(o(\"currentvalue.xanchor\"),o(\"currentvalue.prefix\"),o(\"currentvalue.suffix\"),o(\"currentvalue.offset\"),n.coerceFont(o,\"currentvalue.font\",e.font)),o(\"transition.duration\"),o(\"transition.easing\"),o(\"bgcolor\"),o(\"activebgcolor\"),o(\"bordercolor\"),o(\"borderwidth\"),o(\"ticklen\"),o(\"tickwidth\"),o(\"tickcolor\"),o(\"minorticklen\")}}function c(t,e){function r(r,i){return n.coerce(t,e,s,r,i)}if(\"skip\"===t.method||Array.isArray(t.args)?r(\"visible\"):e.visible=!1){r(\"method\"),r(\"args\");var i=r(\"label\",\"step-\"+e._index);r(\"value\",i),r(\"execute\")}}e.exports=function(t,e){i(t,e,{name:o,handleItemDefaults:l})}},{\"../../lib\":778,\"../../plots/array_container_defaults\":823,\"./attributes\":733,\"./constants\":734}],736:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../plots/plots\"),a=t(\"../color\"),o=t(\"../drawing\"),s=t(\"../../lib\"),l=s.strTranslate,c=t(\"../../lib/svg_text_utils\"),u=t(\"../../plot_api/plot_template\").arrayEditor,f=t(\"./constants\"),h=t(\"../../constants/alignment\"),p=h.LINE_SPACING,d=h.FROM_TL,g=h.FROM_BR;function m(t){return f.autoMarginIdRoot+t._index}function v(t){return t._index}function y(t,e){var r=o.tester.selectAll(\"g.\"+f.labelGroupClass).data(e._visibleSteps);r.enter().append(\"g\").classed(f.labelGroupClass,!0);var a=0,l=0;r.each((function(t){var r=_(n.select(this),{step:t},e).node();if(r){var i=o.bBox(r);l=Math.max(l,i.height),a=Math.max(a,i.width)}})),r.remove();var u=e._dims={};u.inputAreaWidth=Math.max(f.railWidth,f.gripHeight);var h=t._fullLayout._size;u.lx=h.l+h.w*e.x,u.ly=h.t+h.h*(1-e.y),\"fraction\"===e.lenmode?u.outerLength=Math.round(h.w*e.len):u.outerLength=e.len,u.inputAreaStart=0,u.inputAreaLength=Math.round(u.outerLength-e.pad.l-e.pad.r);var p=(u.inputAreaLength-2*f.stepInset)/(e._stepCount-1),v=a+f.labelPadding;if(u.labelStride=Math.max(1,Math.ceil(v/p)),u.labelHeight=l,u.currentValueMaxWidth=0,u.currentValueHeight=0,u.currentValueTotalHeight=0,u.currentValueMaxLines=1,e.currentvalue.visible){var y=o.tester.append(\"g\");r.each((function(t){var r=x(y,e,t.label),n=r.node()&&o.bBox(r.node())||{width:0,height:0},i=c.lineCount(r);u.currentValueMaxWidth=Math.max(u.currentValueMaxWidth,Math.ceil(n.width)),u.currentValueHeight=Math.max(u.currentValueHeight,Math.ceil(n.height)),u.currentValueMaxLines=Math.max(u.currentValueMaxLines,i)})),u.currentValueTotalHeight=u.currentValueHeight+e.currentvalue.offset,y.remove()}u.height=u.currentValueTotalHeight+f.tickOffset+e.ticklen+f.labelOffset+u.labelHeight+e.pad.t+e.pad.b;var b=\"left\";s.isRightAnchor(e)&&(u.lx-=u.outerLength,b=\"right\"),s.isCenterAnchor(e)&&(u.lx-=u.outerLength/2,b=\"center\");var w=\"top\";s.isBottomAnchor(e)&&(u.ly-=u.height,w=\"bottom\"),s.isMiddleAnchor(e)&&(u.ly-=u.height/2,w=\"middle\"),u.outerLength=Math.ceil(u.outerLength),u.height=Math.ceil(u.height),u.lx=Math.round(u.lx),u.ly=Math.round(u.ly);var T={y:e.y,b:u.height*g[w],t:u.height*d[w]};\"fraction\"===e.lenmode?(T.l=0,T.xl=e.x-e.len*d[b],T.r=0,T.xr=e.x+e.len*g[b]):(T.x=e.x,T.l=u.outerLength*d[b],T.r=u.outerLength*g[b]),i.autoMargin(t,m(e),T)}function x(t,e,r){if(e.currentvalue.visible){var n,i,a=e._dims;switch(e.currentvalue.xanchor){case\"right\":n=a.inputAreaLength-f.currentValueInset-a.currentValueMaxWidth,i=\"left\";break;case\"center\":n=.5*a.inputAreaLength,i=\"middle\";break;default:n=f.currentValueInset,i=\"left\"}var l=s.ensureSingle(t,\"text\",f.labelClass,(function(t){t.attr({\"text-anchor\":i,\"data-notex\":1})})),u=e.currentvalue.prefix?e.currentvalue.prefix:\"\";if(\"string\"==typeof r)u+=r;else{var h=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(h=s.templateString(h,d)),u+=h}e.currentvalue.suffix&&(u+=e.currentvalue.suffix),l.call(o.font,e.currentvalue.font).text(u).call(c.convertToTspans,e._gd);var g=c.lineCount(l),m=(a.currentValueMaxLines+1-g)*e.currentvalue.font.size*p;return c.positionText(l,n,m),l}}function b(t,e,r){s.ensureSingle(t,\"rect\",f.gripRectClass,(function(n){n.call(M,e,t,r).style(\"pointer-events\",\"all\")})).attr({width:f.gripWidth,height:f.gripHeight,rx:f.gripRadius,ry:f.gripRadius}).call(a.stroke,r.bordercolor).call(a.fill,r.bgcolor).style(\"stroke-width\",r.borderwidth+\"px\")}function _(t,e,r){var n=s.ensureSingle(t,\"text\",f.labelClass,(function(t){t.attr({\"text-anchor\":\"middle\",\"data-notex\":1})})),i=e.step.label,a=r._gd._fullLayout._meta;return a&&(i=s.templateString(i,a)),n.call(o.font,r.font).text(i).call(c.convertToTspans,r._gd),n}function w(t,e){var r=s.ensureSingle(t,\"g\",f.labelsClass),i=e._dims,a=r.selectAll(\"g.\"+f.labelGroupClass).data(i.labelSteps);a.enter().append(\"g\").classed(f.labelGroupClass,!0),a.exit().remove(),a.each((function(t){var r=n.select(this);r.call(_,t,e),o.setTranslate(r,E(e,t.fraction),f.tickOffset+e.ticklen+e.font.size*p+f.labelOffset+i.currentValueTotalHeight)}))}function T(t,e,r,n,i){var a=Math.round(n*(r._stepCount-1)),o=r._visibleSteps[a]._index;o!==r.active&&k(t,e,r,o,!0,i)}function k(t,e,r,n,a,o){var s=r.active;r.active=n,u(t.layout,f.name,r).applyUpdate(\"active\",n);var l=r.steps[r.active];e.call(S,r,o),e.call(x,r),t.emit(\"plotly_sliderchange\",{slider:r,step:r.steps[r.active],interaction:a,previousActive:s}),l&&l.method&&a&&(e._nextMethod?(e._nextMethod.step=l,e._nextMethod.doCallback=a,e._nextMethod.doTransition=o):(e._nextMethod={step:l,doCallback:a,doTransition:o},e._nextMethodRaf=window.requestAnimationFrame((function(){var r=e._nextMethod.step;r.method&&(r.execute&&i.executeAPICommand(t,r.method,r.args),e._nextMethod=null,e._nextMethodRaf=null)}))))}function M(t,e,r){var i=r.node(),o=n.select(e);function s(){return r.data()[0]}t.on(\"mousedown\",(function(){var t=s();e.emit(\"plotly_sliderstart\",{slider:t});var l=r.select(\".\"+f.gripRectClass);n.event.stopPropagation(),n.event.preventDefault(),l.call(a.fill,t.activebgcolor);var c=C(t,n.mouse(i)[0]);T(e,r,t,c,!0),t._dragging=!0,o.on(\"mousemove\",(function(){var t=s(),a=C(t,n.mouse(i)[0]);T(e,r,t,a,!1)})),o.on(\"mouseup\",(function(){var t=s();t._dragging=!1,l.call(a.fill,t.bgcolor),o.on(\"mouseup\",null),o.on(\"mousemove\",null),e.emit(\"plotly_sliderend\",{slider:t,step:t.steps[t.active]})}))}))}function A(t,e){var r=t.selectAll(\"rect.\"+f.tickRectClass).data(e._visibleSteps),i=e._dims;r.enter().append(\"rect\").classed(f.tickRectClass,!0),r.exit().remove(),r.attr({width:e.tickwidth+\"px\",\"shape-rendering\":\"crispEdges\"}),r.each((function(t,r){var s=r%i.labelStride==0,l=n.select(this);l.attr({height:s?e.ticklen:e.minorticklen}).call(a.fill,e.tickcolor),o.setTranslate(l,E(e,r/(e._stepCount-1))-.5*e.tickwidth,(s?f.tickOffset:f.minorTickOffset)+i.currentValueTotalHeight)}))}function S(t,e,r){for(var n=t.select(\"rect.\"+f.gripRectClass),i=0,a=0;a<e._stepCount;a++)if(e._visibleSteps[a]._index===e.active){i=a;break}var o=E(e,i/(e._stepCount-1));if(!e._invokingCommand){var s=n;r&&e.transition.duration>0&&(s=s.transition().duration(e.transition.duration).ease(e.transition.easing)),s.attr(\"transform\",l(o-.5*f.gripWidth,e._dims.currentValueTotalHeight))}}function E(t,e){var r=t._dims;return r.inputAreaStart+f.stepInset+(r.inputAreaLength-2*f.stepInset)*Math.min(1,Math.max(0,e))}function C(t,e){var r=t._dims;return Math.min(1,Math.max(0,(e-f.stepInset-r.inputAreaStart)/(r.inputAreaLength-2*f.stepInset-2*r.inputAreaStart)))}function L(t,e,r){var n=r._dims,i=s.ensureSingle(t,\"rect\",f.railTouchRectClass,(function(n){n.call(M,e,t,r).style(\"pointer-events\",\"all\")}));i.attr({width:n.inputAreaLength,height:Math.max(n.inputAreaWidth,f.tickOffset+r.ticklen+n.labelHeight)}).call(a.fill,r.bgcolor).attr(\"opacity\",0),o.setTranslate(i,0,n.currentValueTotalHeight)}function I(t,e){var r=e._dims,n=r.inputAreaLength-2*f.railInset,i=s.ensureSingle(t,\"rect\",f.railRectClass);i.attr({width:n,height:f.railWidth,rx:f.railRadius,ry:f.railRadius,\"shape-rendering\":\"crispEdges\"}).call(a.stroke,e.bordercolor).call(a.fill,e.bgcolor).style(\"stroke-width\",e.borderwidth+\"px\"),o.setTranslate(i,f.railInset,.5*(r.inputAreaWidth-f.railWidth)+r.currentValueTotalHeight)}e.exports=function(t){var e=t._fullLayout,r=function(t,e){for(var r=t[f.name],n=[],i=0;i<r.length;i++){var a=r[i];a.visible&&(a._gd=e,n.push(a))}return n}(e,t),a=e._infolayer.selectAll(\"g.\"+f.containerClassName).data(r.length>0?[0]:[]);function s(e){e._commandObserver&&(e._commandObserver.remove(),delete e._commandObserver),i.autoMargin(t,m(e))}if(a.enter().append(\"g\").classed(f.containerClassName,!0).style(\"cursor\",\"ew-resize\"),a.exit().each((function(){n.select(this).selectAll(\"g.\"+f.groupClassName).each(s)})).remove(),0!==r.length){var l=a.selectAll(\"g.\"+f.groupClassName).data(r,v);l.enter().append(\"g\").classed(f.groupClassName,!0),l.exit().each(s).remove();for(var c=0;c<r.length;c++){var u=r[c];y(t,u)}l.each((function(e){var r=n.select(this);!function(t){var e=t._dims;e.labelSteps=[];for(var r=t._stepCount,n=0;n<r;n+=e.labelStride)e.labelSteps.push({fraction:n/(r-1),step:t._visibleSteps[n]})}(e),i.manageCommandObserver(t,e,e._visibleSteps,(function(e){var n=r.data()[0];n.active!==e.index&&(n._dragging||k(t,r,n,e.index,!1,!0))})),function(t,e,r){(r.steps[r.active]||{}).visible||(r.active=r._visibleSteps[0]._index);e.call(x,r).call(I,r).call(w,r).call(A,r).call(L,t,r).call(b,t,r);var n=r._dims;o.setTranslate(e,n.lx+r.pad.l,n.ly+r.pad.t),e.call(S,r,!1),e.call(x,r)}(t,n.select(this),e)}))}}},{\"../../constants/alignment\":745,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../../plot_api/plot_template\":817,\"../../plots/plots\":891,\"../color\":643,\"../drawing\":665,\"./constants\":734,d3:169}],737:[function(t,e,r){\"use strict\";var n=t(\"./constants\");e.exports={moduleType:\"component\",name:n.name,layoutAttributes:t(\"./attributes\"),supplyLayoutDefaults:t(\"./defaults\"),draw:t(\"./draw\")}},{\"./attributes\":733,\"./constants\":734,\"./defaults\":735,\"./draw\":736}],738:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"fast-isnumeric\"),a=t(\"../../plots/plots\"),o=t(\"../../registry\"),s=t(\"../../lib\"),l=s.strTranslate,c=t(\"../drawing\"),u=t(\"../color\"),f=t(\"../../lib/svg_text_utils\"),h=t(\"../../constants/interactions\"),p=t(\"../../constants/alignment\").OPPOSITE_SIDE,d=/ [XY][0-9]* /;e.exports={draw:function(t,e,r){var g,m=r.propContainer,v=r.propName,y=r.placeholder,x=r.traceIndex,b=r.avoid||{},_=r.attributes,w=r.transform,T=r.containerGroup,k=t._fullLayout,M=1,A=!1,S=m.title,E=(S&&S.text?S.text:\"\").trim(),C=S&&S.font?S.font:{},L=C.family,I=C.size,P=C.color;\"title.text\"===v?g=\"titleText\":-1!==v.indexOf(\"axis\")?g=\"axisTitleText\":v.indexOf(!0)&&(g=\"colorbarTitleText\");var z=t._context.edits[g];\"\"===E?M=0:E.replace(d,\" % \")===y.replace(d,\" % \")&&(M=.2,A=!0,z||(E=\"\")),r._meta?E=s.templateString(E,r._meta):k._meta&&(E=s.templateString(E,k._meta));var O=E||z;T||(T=s.ensureSingle(k._infolayer,\"g\",\"g-\"+e));var D=T.selectAll(\"text\").data(O?[0]:[]);if(D.enter().append(\"text\"),D.text(E).attr(\"class\",e),D.exit().remove(),!O)return T;function R(t){s.syncOrAsync([F,B],t)}function F(e){var r;return w?(r=\"\",w.rotate&&(r+=\"rotate(\"+[w.rotate,_.x,_.y]+\")\"),w.offset&&(r+=l(0,w.offset))):r=null,e.attr(\"transform\",r),e.style({\"font-family\":L,\"font-size\":n.round(I,2)+\"px\",fill:u.rgb(P),opacity:M*u.opacity(P),\"font-weight\":a.fontWeight}).attr(_).call(f.convertToTspans,t),a.previousPromises(t)}function B(t){var e=n.select(t.node().parentNode);if(b&&b.selection&&b.side&&E){e.attr(\"transform\",null);var r=p[b.side],a=\"left\"===b.side||\"top\"===b.side?-1:1,o=i(b.pad)?b.pad:2,u=c.bBox(e.node()),f={left:0,top:0,right:k.width,bottom:k.height},h=b.maxShift||a*(f[b.side]-u[b.side]),d=0;if(h<0)d=h;else{var g=b.offsetLeft||0,m=b.offsetTop||0;u.left-=g,u.right-=g,u.top-=m,u.bottom-=m,b.selection.each((function(){var t=c.bBox(this);s.bBoxIntersect(u,t,o)&&(d=Math.max(d,a*(t[b.side]-u[r])+o))})),d=Math.min(h,d)}if(d>0||h<0){var v={left:[-d,0],right:[d,0],top:[0,-d],bottom:[0,d]}[b.side];e.attr(\"transform\",l(v[0],v[1]))}}}return D.call(R),z&&(E?D.on(\".opacity\",null):(M=0,A=!0,D.text(y).on(\"mouseover.opacity\",(function(){n.select(this).transition().duration(h.SHOW_PLACEHOLDER).style(\"opacity\",1)})).on(\"mouseout.opacity\",(function(){n.select(this).transition().duration(h.HIDE_PLACEHOLDER).style(\"opacity\",0)}))),D.call(f.makeEditable,{gd:t}).on(\"edit\",(function(e){void 0!==x?o.call(\"_guiRestyle\",t,v,e,x):o.call(\"_guiRelayout\",t,v,e)})).on(\"cancel\",(function(){this.text(this.attr(\"data-unformatted\")).call(R)})).on(\"input\",(function(t){this.text(t||\" \").call(f.positionText,_.x,_.y)}))),D.classed(\"js-placeholder\",A),T}}},{\"../../constants/alignment\":745,\"../../constants/interactions\":752,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../../plots/plots\":891,\"../../registry\":911,\"../color\":643,\"../drawing\":665,d3:169,\"fast-isnumeric\":241}],739:[function(t,e,r){\"use strict\";var n=t(\"../../plots/font_attributes\"),i=t(\"../color/attributes\"),a=t(\"../../lib/extend\").extendFlat,o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../plots/pad_attributes\"),l=t(\"../../plot_api/plot_template\").templatedArray,c=l(\"button\",{visible:{valType:\"boolean\"},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},args2:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\",dflt:\"\"},execute:{valType:\"boolean\",dflt:!0}});e.exports=o(l(\"updatemenu\",{_arrayAttrRegexps:[/^updatemenus\\[(0|[1-9][0-9]+)\\]\\.buttons/],visible:{valType:\"boolean\"},type:{valType:\"enumerated\",values:[\"dropdown\",\"buttons\"],dflt:\"dropdown\"},direction:{valType:\"enumerated\",values:[\"left\",\"right\",\"up\",\"down\"],dflt:\"down\"},active:{valType:\"integer\",min:-1,dflt:0},showactive:{valType:\"boolean\",dflt:!0},buttons:c,x:{valType:\"number\",min:-2,max:3,dflt:-.05},xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"right\"},y:{valType:\"number\",min:-2,max:3,dflt:1},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},pad:a(s({editType:\"arraydraw\"}),{}),font:n({}),bgcolor:{valType:\"color\"},bordercolor:{valType:\"color\",dflt:i.borderLine},borderwidth:{valType:\"number\",min:0,dflt:1,editType:\"arraydraw\"}}),\"arraydraw\",\"from-root\")},{\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../../plot_api/plot_template\":817,\"../../plots/font_attributes\":856,\"../../plots/pad_attributes\":890,\"../color/attributes\":642}],740:[function(t,e,r){\"use strict\";e.exports={name:\"updatemenus\",containerClassName:\"updatemenu-container\",headerGroupClassName:\"updatemenu-header-group\",headerClassName:\"updatemenu-header\",headerArrowClassName:\"updatemenu-header-arrow\",dropdownButtonGroupClassName:\"updatemenu-dropdown-button-group\",dropdownButtonClassName:\"updatemenu-dropdown-button\",buttonClassName:\"updatemenu-button\",itemRectClassName:\"updatemenu-item-rect\",itemTextClassName:\"updatemenu-item-text\",menuIndexAttrName:\"updatemenu-active-index\",autoMarginIdRoot:\"updatemenu-\",blankHeaderOpts:{label:\"  \"},minWidth:30,minHeight:30,textPadX:24,arrowPadX:16,rx:2,ry:2,textOffsetX:12,textOffsetY:3,arrowOffsetX:4,gapButtonHeader:5,gapButton:2,activeColor:\"#F4FAFF\",hoverColor:\"#F4FAFF\",arrowSymbol:{left:\"\\u25c4\",right:\"\\u25ba\",up:\"\\u25b2\",down:\"\\u25bc\"}}},{}],741:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/array_container_defaults\"),a=t(\"./attributes\"),o=t(\"./constants\").name,s=a.buttons;function l(t,e,r){function o(r,i){return n.coerce(t,e,a,r,i)}o(\"visible\",i(t,e,{name:\"buttons\",handleItemDefaults:c}).length>0)&&(o(\"active\"),o(\"direction\"),o(\"type\"),o(\"showactive\"),o(\"x\"),o(\"y\"),n.noneOrAll(t,e,[\"x\",\"y\"]),o(\"xanchor\"),o(\"yanchor\"),o(\"pad.t\"),o(\"pad.r\"),o(\"pad.b\"),o(\"pad.l\"),n.coerceFont(o,\"font\",r.font),o(\"bgcolor\",r.paper_bgcolor),o(\"bordercolor\"),o(\"borderwidth\"))}function c(t,e){function r(r,i){return n.coerce(t,e,s,r,i)}r(\"visible\",\"skip\"===t.method||Array.isArray(t.args))&&(r(\"method\"),r(\"args\"),r(\"args2\"),r(\"label\"),r(\"execute\"))}e.exports=function(t,e){i(t,e,{name:o,handleItemDefaults:l})}},{\"../../lib\":778,\"../../plots/array_container_defaults\":823,\"./attributes\":739,\"./constants\":740}],742:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../plots/plots\"),a=t(\"../color\"),o=t(\"../drawing\"),s=t(\"../../lib\"),l=t(\"../../lib/svg_text_utils\"),c=t(\"../../plot_api/plot_template\").arrayEditor,u=t(\"../../constants/alignment\").LINE_SPACING,f=t(\"./constants\"),h=t(\"./scrollbox\");function p(t){return t._index}function d(t,e){return+t.attr(f.menuIndexAttrName)===e._index}function g(t,e,r,n,i,a,o,s){e.active=o,c(t.layout,f.name,e).applyUpdate(\"active\",o),\"buttons\"===e.type?v(t,n,null,null,e):\"dropdown\"===e.type&&(i.attr(f.menuIndexAttrName,\"-1\"),m(t,n,i,a,e),s||v(t,n,i,a,e))}function m(t,e,r,n,i){var a=s.ensureSingle(e,\"g\",f.headerClassName,(function(t){t.style(\"pointer-events\",\"all\")})),l=i._dims,c=i.active,u=i.buttons[c]||f.blankHeaderOpts,h={y:i.pad.t,yPad:0,x:i.pad.l,xPad:0,index:0},p={width:l.headerWidth,height:l.headerHeight};a.call(y,i,u,t).call(A,i,h,p),s.ensureSingle(e,\"text\",f.headerArrowClassName,(function(t){t.attr(\"text-anchor\",\"end\").call(o.font,i.font).text(f.arrowSymbol[i.direction])})).attr({x:l.headerWidth-f.arrowOffsetX+i.pad.l,y:l.headerHeight/2+f.textOffsetY+i.pad.t}),a.on(\"click\",(function(){r.call(S,String(d(r,i)?-1:i._index)),v(t,e,r,n,i)})),a.on(\"mouseover\",(function(){a.call(w)})),a.on(\"mouseout\",(function(){a.call(T,i)})),o.setTranslate(e,l.lx,l.ly)}function v(t,e,r,a,o){r||(r=e).attr(\"pointer-events\",\"all\");var l=function(t){return-1==+t.attr(f.menuIndexAttrName)}(r)&&\"buttons\"!==o.type?[]:o.buttons,c=\"dropdown\"===o.type?f.dropdownButtonClassName:f.buttonClassName,u=r.selectAll(\"g.\"+c).data(s.filterVisible(l)),h=u.enter().append(\"g\").classed(c,!0),p=u.exit();\"dropdown\"===o.type?(h.attr(\"opacity\",\"0\").transition().attr(\"opacity\",\"1\"),p.transition().attr(\"opacity\",\"0\").remove()):p.remove();var d=0,m=0,v=o._dims,x=-1!==[\"up\",\"down\"].indexOf(o.direction);\"dropdown\"===o.type&&(x?m=v.headerHeight+f.gapButtonHeader:d=v.headerWidth+f.gapButtonHeader),\"dropdown\"===o.type&&\"up\"===o.direction&&(m=-f.gapButtonHeader+f.gapButton-v.openHeight),\"dropdown\"===o.type&&\"left\"===o.direction&&(d=-f.gapButtonHeader+f.gapButton-v.openWidth);var b={x:v.lx+d+o.pad.l,y:v.ly+m+o.pad.t,yPad:f.gapButton,xPad:f.gapButton,index:0},k={l:b.x+o.borderwidth,t:b.y+o.borderwidth};u.each((function(s,l){var c=n.select(this);c.call(y,o,s,t).call(A,o,b),c.on(\"click\",(function(){n.event.defaultPrevented||(s.execute&&(s.args2&&o.active===l?(g(t,o,0,e,r,a,-1),i.executeAPICommand(t,s.method,s.args2)):(g(t,o,0,e,r,a,l),i.executeAPICommand(t,s.method,s.args))),t.emit(\"plotly_buttonclicked\",{menu:o,button:s,active:o.active}))})),c.on(\"mouseover\",(function(){c.call(w)})),c.on(\"mouseout\",(function(){c.call(T,o),u.call(_,o)}))})),u.call(_,o),x?(k.w=Math.max(v.openWidth,v.headerWidth),k.h=b.y-k.t):(k.w=b.x-k.l,k.h=Math.max(v.openHeight,v.headerHeight)),k.direction=o.direction,a&&(u.size()?function(t,e,r,n,i,a){var o,s,l,c=i.direction,u=\"up\"===c||\"down\"===c,h=i._dims,p=i.active;if(u)for(s=0,l=0;l<p;l++)s+=h.heights[l]+f.gapButton;else for(o=0,l=0;l<p;l++)o+=h.widths[l]+f.gapButton;n.enable(a,o,s),n.hbar&&n.hbar.attr(\"opacity\",\"0\").transition().attr(\"opacity\",\"1\");n.vbar&&n.vbar.attr(\"opacity\",\"0\").transition().attr(\"opacity\",\"1\")}(0,0,0,a,o,k):function(t){var e=!!t.hbar,r=!!t.vbar;e&&t.hbar.transition().attr(\"opacity\",\"0\").each(\"end\",(function(){e=!1,r||t.disable()}));r&&t.vbar.transition().attr(\"opacity\",\"0\").each(\"end\",(function(){r=!1,e||t.disable()}))}(a))}function y(t,e,r,n){t.call(x,e).call(b,e,r,n)}function x(t,e){s.ensureSingle(t,\"rect\",f.itemRectClassName,(function(t){t.attr({rx:f.rx,ry:f.ry,\"shape-rendering\":\"crispEdges\"})})).call(a.stroke,e.bordercolor).call(a.fill,e.bgcolor).style(\"stroke-width\",e.borderwidth+\"px\")}function b(t,e,r,n){var i=s.ensureSingle(t,\"text\",f.itemTextClassName,(function(t){t.attr({\"text-anchor\":\"start\",\"data-notex\":1})})),a=r.label,c=n._fullLayout._meta;c&&(a=s.templateString(a,c)),i.call(o.font,e.font).text(a).call(l.convertToTspans,n)}function _(t,e){var r=e.active;t.each((function(t,i){var o=n.select(this);i===r&&e.showactive&&o.select(\"rect.\"+f.itemRectClassName).call(a.fill,f.activeColor)}))}function w(t){t.select(\"rect.\"+f.itemRectClassName).call(a.fill,f.hoverColor)}function T(t,e){t.select(\"rect.\"+f.itemRectClassName).call(a.fill,e.bgcolor)}function k(t,e){var r=e._dims={width1:0,height1:0,heights:[],widths:[],totalWidth:0,totalHeight:0,openWidth:0,openHeight:0,lx:0,ly:0},a=o.tester.selectAll(\"g.\"+f.dropdownButtonClassName).data(s.filterVisible(e.buttons));a.enter().append(\"g\").classed(f.dropdownButtonClassName,!0);var c=-1!==[\"up\",\"down\"].indexOf(e.direction);a.each((function(i,a){var s=n.select(this);s.call(y,e,i,t);var h=s.select(\".\"+f.itemTextClassName),p=h.node()&&o.bBox(h.node()).width,d=Math.max(p+f.textPadX,f.minWidth),g=e.font.size*u,m=l.lineCount(h),v=Math.max(g*m,f.minHeight)+f.textOffsetY;v=Math.ceil(v),d=Math.ceil(d),r.widths[a]=d,r.heights[a]=v,r.height1=Math.max(r.height1,v),r.width1=Math.max(r.width1,d),c?(r.totalWidth=Math.max(r.totalWidth,d),r.openWidth=r.totalWidth,r.totalHeight+=v+f.gapButton,r.openHeight+=v+f.gapButton):(r.totalWidth+=d+f.gapButton,r.openWidth+=d+f.gapButton,r.totalHeight=Math.max(r.totalHeight,v),r.openHeight=r.totalHeight)})),c?r.totalHeight-=f.gapButton:r.totalWidth-=f.gapButton,r.headerWidth=r.width1+f.arrowPadX,r.headerHeight=r.height1,\"dropdown\"===e.type&&(c?(r.width1+=f.arrowPadX,r.totalHeight=r.height1):r.totalWidth=r.width1,r.totalWidth+=f.arrowPadX),a.remove();var h=r.totalWidth+e.pad.l+e.pad.r,p=r.totalHeight+e.pad.t+e.pad.b,d=t._fullLayout._size;r.lx=d.l+d.w*e.x,r.ly=d.t+d.h*(1-e.y);var g=\"left\";s.isRightAnchor(e)&&(r.lx-=h,g=\"right\"),s.isCenterAnchor(e)&&(r.lx-=h/2,g=\"center\");var m=\"top\";s.isBottomAnchor(e)&&(r.ly-=p,m=\"bottom\"),s.isMiddleAnchor(e)&&(r.ly-=p/2,m=\"middle\"),r.totalWidth=Math.ceil(r.totalWidth),r.totalHeight=Math.ceil(r.totalHeight),r.lx=Math.round(r.lx),r.ly=Math.round(r.ly),i.autoMargin(t,M(e),{x:e.x,y:e.y,l:h*({right:1,center:.5}[g]||0),r:h*({left:1,center:.5}[g]||0),b:p*({top:1,middle:.5}[m]||0),t:p*({bottom:1,middle:.5}[m]||0)})}function M(t){return f.autoMarginIdRoot+t._index}function A(t,e,r,n){n=n||{};var i=t.select(\".\"+f.itemRectClassName),a=t.select(\".\"+f.itemTextClassName),s=e.borderwidth,c=r.index,h=e._dims;o.setTranslate(t,s+r.x,s+r.y);var p=-1!==[\"up\",\"down\"].indexOf(e.direction),d=n.height||(p?h.heights[c]:h.height1);i.attr({x:0,y:0,width:n.width||(p?h.width1:h.widths[c]),height:d});var g=e.font.size*u,m=(l.lineCount(a)-1)*g/2;l.positionText(a,f.textOffsetX,d/2-m+f.textOffsetY),p?r.y+=h.heights[c]+r.yPad:r.x+=h.widths[c]+r.xPad,r.index++}function S(t,e){t.attr(f.menuIndexAttrName,e||\"-1\").selectAll(\"g.\"+f.dropdownButtonClassName).remove()}e.exports=function(t){var e=t._fullLayout,r=s.filterVisible(e[f.name]);function a(e){i.autoMargin(t,M(e))}var o=e._menulayer.selectAll(\"g.\"+f.containerClassName).data(r.length>0?[0]:[]);if(o.enter().append(\"g\").classed(f.containerClassName,!0).style(\"cursor\",\"pointer\"),o.exit().each((function(){n.select(this).selectAll(\"g.\"+f.headerGroupClassName).each(a)})).remove(),0!==r.length){var l=o.selectAll(\"g.\"+f.headerGroupClassName).data(r,p);l.enter().append(\"g\").classed(f.headerGroupClassName,!0);for(var c=s.ensureSingle(o,\"g\",f.dropdownButtonGroupClassName,(function(t){t.style(\"pointer-events\",\"all\")})),u=0;u<r.length;u++){var y=r[u];k(t,y)}var x=\"updatemenus\"+e._uid,b=new h(t,c,x);l.enter().size()&&(c.node().parentNode.appendChild(c.node()),c.call(S)),l.exit().each((function(t){c.call(S),a(t)})).remove(),l.each((function(e){var r=n.select(this),a=\"dropdown\"===e.type?c:null;i.manageCommandObserver(t,e,e.buttons,(function(n){g(t,e,e.buttons[n.index],r,a,b,n.index,!0)})),\"dropdown\"===e.type?(m(t,r,c,b,e),d(c,e)&&v(t,r,c,b,e)):v(t,r,null,null,e)}))}}},{\"../../constants/alignment\":745,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../../plot_api/plot_template\":817,\"../../plots/plots\":891,\"../color\":643,\"../drawing\":665,\"./constants\":740,\"./scrollbox\":744,d3:169}],743:[function(t,e,r){arguments[4][737][0].apply(r,arguments)},{\"./attributes\":739,\"./constants\":740,\"./defaults\":741,\"./draw\":742,dup:737}],744:[function(t,e,r){\"use strict\";e.exports=s;var n=t(\"d3\"),i=t(\"../color\"),a=t(\"../drawing\"),o=t(\"../../lib\");function s(t,e,r){this.gd=t,this.container=e,this.id=r,this.position=null,this.translateX=null,this.translateY=null,this.hbar=null,this.vbar=null,this.bg=this.container.selectAll(\"rect.scrollbox-bg\").data([0]),this.bg.exit().on(\".drag\",null).on(\"wheel\",null).remove(),this.bg.enter().append(\"rect\").classed(\"scrollbox-bg\",!0).style(\"pointer-events\",\"all\").attr({opacity:0,x:0,y:0,width:0,height:0})}s.barWidth=2,s.barLength=20,s.barRadius=2,s.barPad=1,s.barColor=\"#808BA4\",s.prototype.enable=function(t,e,r){var o=this.gd._fullLayout,l=o.width,c=o.height;this.position=t;var u,f,h,p,d=this.position.l,g=this.position.w,m=this.position.t,v=this.position.h,y=this.position.direction,x=\"down\"===y,b=\"left\"===y,_=\"up\"===y,w=g,T=v;x||b||\"right\"===y||_||(this.position.direction=\"down\",x=!0),x||_?(f=(u=d)+w,x?(h=m,T=(p=Math.min(h+T,c))-h):T=(p=m+T)-(h=Math.max(p-T,0))):(p=(h=m)+T,b?w=(f=d+w)-(u=Math.max(f-w,0)):(u=d,w=(f=Math.min(u+w,l))-u)),this._box={l:u,t:h,w:w,h:T};var k=g>w,M=s.barLength+2*s.barPad,A=s.barWidth+2*s.barPad,S=d,E=m+v;E+A>c&&(E=c-A);var C=this.container.selectAll(\"rect.scrollbar-horizontal\").data(k?[0]:[]);C.exit().on(\".drag\",null).remove(),C.enter().append(\"rect\").classed(\"scrollbar-horizontal\",!0).call(i.fill,s.barColor),k?(this.hbar=C.attr({rx:s.barRadius,ry:s.barRadius,x:S,y:E,width:M,height:A}),this._hbarXMin=S+M/2,this._hbarTranslateMax=w-M):(delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax);var L=v>T,I=s.barWidth+2*s.barPad,P=s.barLength+2*s.barPad,z=d+g,O=m;z+I>l&&(z=l-I);var D=this.container.selectAll(\"rect.scrollbar-vertical\").data(L?[0]:[]);D.exit().on(\".drag\",null).remove(),D.enter().append(\"rect\").classed(\"scrollbar-vertical\",!0).call(i.fill,s.barColor),L?(this.vbar=D.attr({rx:s.barRadius,ry:s.barRadius,x:z,y:O,width:I,height:P}),this._vbarYMin=O+P/2,this._vbarTranslateMax=T-P):(delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax);var R=this.id,F=u-.5,B=L?f+I+.5:f+.5,N=h-.5,j=k?p+A+.5:p+.5,U=o._topdefs.selectAll(\"#\"+R).data(k||L?[0]:[]);if(U.exit().remove(),U.enter().append(\"clipPath\").attr(\"id\",R).append(\"rect\"),k||L?(this._clipRect=U.select(\"rect\").attr({x:Math.floor(F),y:Math.floor(N),width:Math.ceil(B)-Math.floor(F),height:Math.ceil(j)-Math.floor(N)}),this.container.call(a.setClipUrl,R,this.gd),this.bg.attr({x:d,y:m,width:g,height:v})):(this.bg.attr({width:0,height:0}),this.container.on(\"wheel\",null).on(\".drag\",null).call(a.setClipUrl,null),delete this._clipRect),k||L){var V=n.behavior.drag().on(\"dragstart\",(function(){n.event.sourceEvent.preventDefault()})).on(\"drag\",this._onBoxDrag.bind(this));this.container.on(\"wheel\",null).on(\"wheel\",this._onBoxWheel.bind(this)).on(\".drag\",null).call(V);var q=n.behavior.drag().on(\"dragstart\",(function(){n.event.sourceEvent.preventDefault(),n.event.sourceEvent.stopPropagation()})).on(\"drag\",this._onBarDrag.bind(this));k&&this.hbar.on(\".drag\",null).call(q),L&&this.vbar.on(\".drag\",null).call(q)}this.setTranslate(e,r)},s.prototype.disable=function(){(this.hbar||this.vbar)&&(this.bg.attr({width:0,height:0}),this.container.on(\"wheel\",null).on(\".drag\",null).call(a.setClipUrl,null),delete this._clipRect),this.hbar&&(this.hbar.on(\".drag\",null),this.hbar.remove(),delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax),this.vbar&&(this.vbar.on(\".drag\",null),this.vbar.remove(),delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax)},s.prototype._onBoxDrag=function(){var t=this.translateX,e=this.translateY;this.hbar&&(t-=n.event.dx),this.vbar&&(e-=n.event.dy),this.setTranslate(t,e)},s.prototype._onBoxWheel=function(){var t=this.translateX,e=this.translateY;this.hbar&&(t+=n.event.deltaY),this.vbar&&(e+=n.event.deltaY),this.setTranslate(t,e)},s.prototype._onBarDrag=function(){var t=this.translateX,e=this.translateY;if(this.hbar){var r=t+this._hbarXMin,i=r+this._hbarTranslateMax;t=(o.constrain(n.event.x,r,i)-r)/(i-r)*(this.position.w-this._box.w)}if(this.vbar){var a=e+this._vbarYMin,s=a+this._vbarTranslateMax;e=(o.constrain(n.event.y,a,s)-a)/(s-a)*(this.position.h-this._box.h)}this.setTranslate(t,e)},s.prototype.setTranslate=function(t,e){var r=this.position.w-this._box.w,n=this.position.h-this._box.h;if(t=o.constrain(t||0,0,r),e=o.constrain(e||0,0,n),this.translateX=t,this.translateY=e,this.container.call(a.setTranslate,this._box.l-this.position.l-t,this._box.t-this.position.t-e),this._clipRect&&this._clipRect.attr({x:Math.floor(this.position.l+t-.5),y:Math.floor(this.position.t+e-.5)}),this.hbar){var i=t/r;this.hbar.call(a.setTranslate,t+i*this._hbarTranslateMax,e)}if(this.vbar){var s=e/n;this.vbar.call(a.setTranslate,t,e+s*this._vbarTranslateMax)}}},{\"../../lib\":778,\"../color\":643,\"../drawing\":665,d3:169}],745:[function(t,e,r){\"use strict\";e.exports={FROM_BL:{left:0,center:.5,right:1,bottom:0,middle:.5,top:1},FROM_TL:{left:0,center:.5,right:1,bottom:1,middle:.5,top:0},FROM_BR:{left:1,center:.5,right:0,bottom:0,middle:.5,top:1},LINE_SPACING:1.3,CAP_SHIFT:.7,MID_SHIFT:.35,OPPOSITE_SIDE:{left:\"right\",right:\"left\",top:\"bottom\",bottom:\"top\"}}},{}],746:[function(t,e,r){\"use strict\";e.exports={axisRefDescription:function(t,e,r){return[\"If set to a\",t,\"axis id (e.g. *\"+t+\"* or\",\"*\"+t+\"2*), the `\"+t+\"` position refers to a\",t,\"coordinate. If set to *paper*, the `\"+t+\"`\",\"position refers to the distance from the\",e,\"of the plotting\",\"area in normalized coordinates where *0* (*1*) corresponds to the\",e,\"(\"+r+\"). If set to a\",t,\"axis ID followed by\",\"*domain* (separated by a space), the position behaves like for\",\"*paper*, but refers to the distance in fractions of the domain\",\"length from the\",e,\"of the domain of that axis: e.g.,\",\"*\"+t+\"2 domain* refers to the domain of the second\",t,\" axis and a\",t,\"position of 0.5 refers to the\",\"point between the\",e,\"and the\",r,\"of the domain of the\",\"second\",t,\"axis.\"].join(\" \")}}},{}],747:[function(t,e,r){\"use strict\";e.exports={INCREASING:{COLOR:\"#3D9970\",SYMBOL:\"\\u25b2\"},DECREASING:{COLOR:\"#FF4136\",SYMBOL:\"\\u25bc\"}}},{}],748:[function(t,e,r){\"use strict\";e.exports={FORMAT_LINK:\"https://github.com/d3/d3-3.x-api-reference/blob/master/Formatting.md#d3_format\",DATE_FORMAT_LINK:\"https://github.com/d3/d3-time-format#locale_format\"}},{}],749:[function(t,e,r){\"use strict\";e.exports={COMPARISON_OPS:[\"=\",\"!=\",\"<\",\">=\",\">\",\"<=\"],COMPARISON_OPS2:[\"=\",\"<\",\">=\",\">\",\"<=\"],INTERVAL_OPS:[\"[]\",\"()\",\"[)\",\"(]\",\"][\",\")(\",\"](\",\")[\"],SET_OPS:[\"{}\",\"}{\"],CONSTRAINT_REDUCTION:{\"=\":\"=\",\"<\":\"<\",\"<=\":\"<\",\">\":\">\",\">=\":\">\",\"[]\":\"[]\",\"()\":\"[]\",\"[)\":\"[]\",\"(]\":\"[]\",\"][\":\"][\",\")(\":\"][\",\"](\":\"][\",\")[\":\"][\"}}},{}],750:[function(t,e,r){\"use strict\";e.exports={solid:[[],0],dot:[[.5,1],200],dash:[[.5,1],50],longdash:[[.5,1],10],dashdot:[[.5,.625,.875,1],50],longdashdot:[[.5,.7,.8,1],10]}},{}],751:[function(t,e,r){\"use strict\";e.exports={circle:\"\\u25cf\",\"circle-open\":\"\\u25cb\",square:\"\\u25a0\",\"square-open\":\"\\u25a1\",diamond:\"\\u25c6\",\"diamond-open\":\"\\u25c7\",cross:\"+\",x:\"\\u274c\"}},{}],752:[function(t,e,r){\"use strict\";e.exports={SHOW_PLACEHOLDER:100,HIDE_PLACEHOLDER:1e3,DESELECTDIM:.2}},{}],753:[function(t,e,r){\"use strict\";e.exports={BADNUM:void 0,FP_SAFE:Number.MAX_VALUE/1e4,ONEMAXYEAR:316224e5,ONEAVGYEAR:315576e5,ONEMINYEAR:31536e6,ONEMAXQUARTER:79488e5,ONEAVGQUARTER:78894e5,ONEMINQUARTER:76896e5,ONEMAXMONTH:26784e5,ONEAVGMONTH:26298e5,ONEMINMONTH:24192e5,ONEWEEK:6048e5,ONEDAY:864e5,ONEHOUR:36e5,ONEMIN:6e4,ONESEC:1e3,EPOCHJD:2440587.5,ALMOST_EQUAL:.999999,LOG_CLIP:10,MINUS_SIGN:\"\\u2212\"}},{}],754:[function(t,e,r){\"use strict\";r.xmlns=\"http://www.w3.org/2000/xmlns/\",r.svg=\"http://www.w3.org/2000/svg\",r.xlink=\"http://www.w3.org/1999/xlink\",r.svgAttrs={xmlns:r.svg,\"xmlns:xlink\":r.xlink}},{}],755:[function(t,e,r){\"use strict\";r.version=t(\"./version\").version,t(\"es6-promise\").polyfill(),t(\"../build/plotcss\"),t(\"./fonts/mathjax_config\")();for(var n=t(\"./registry\"),i=r.register=n.register,a=t(\"./plot_api\"),o=Object.keys(a),s=0;s<o.length;s++){var l=o[s];\"_\"!==l.charAt(0)&&(r[l]=a[l]),i({moduleType:\"apiMethod\",name:l,fn:a[l]})}i(t(\"./traces/scatter\")),i([t(\"./components/legend\"),t(\"./components/fx\"),t(\"./components/annotations\"),t(\"./components/annotations3d\"),t(\"./components/shapes\"),t(\"./components/images\"),t(\"./components/updatemenus\"),t(\"./components/sliders\"),t(\"./components/rangeslider\"),t(\"./components/rangeselector\"),t(\"./components/grid\"),t(\"./components/errorbars\"),t(\"./components/colorscale\"),t(\"./components/colorbar\")]),i([t(\"./locale-en\"),t(\"./locale-en-us\")]),window.PlotlyLocales&&Array.isArray(window.PlotlyLocales)&&(i(window.PlotlyLocales),delete window.PlotlyLocales),r.Icons=t(\"./fonts/ploticon\"),r.Plots=t(\"./plots/plots\"),r.Fx=t(\"./components/fx\"),r.Snapshot=t(\"./snapshot\"),r.PlotSchema=t(\"./plot_api/plot_schema\"),r.Queue=t(\"./lib/queue\"),r.d3=t(\"d3\")},{\"../build/plotcss\":1,\"./components/annotations\":634,\"./components/annotations3d\":639,\"./components/colorbar\":649,\"./components/colorscale\":655,\"./components/errorbars\":671,\"./components/fx\":683,\"./components/grid\":687,\"./components/images\":692,\"./components/legend\":700,\"./components/rangeselector\":711,\"./components/rangeslider\":718,\"./components/shapes\":732,\"./components/sliders\":737,\"./components/updatemenus\":743,\"./fonts/mathjax_config\":756,\"./fonts/ploticon\":757,\"./lib/queue\":794,\"./locale-en\":808,\"./locale-en-us\":807,\"./plot_api\":812,\"./plot_api/plot_schema\":816,\"./plots/plots\":891,\"./registry\":911,\"./snapshot\":916,\"./traces/scatter\":1199,\"./version\":1370,d3:169,\"es6-promise\":224}],756:[function(t,e,r){\"use strict\";e.exports=function(){\"undefined\"!=typeof MathJax&&(\"local\"!==(window.PlotlyConfig||{}).MathJaxConfig&&(MathJax.Hub.Config({messageStyle:\"none\",skipStartupTypeset:!0,displayAlign:\"left\",tex2jax:{inlineMath:[[\"$\",\"$\"],[\"\\\\(\",\"\\\\)\"]]}}),MathJax.Hub.Configured()))}},{}],757:[function(t,e,r){\"use strict\";e.exports={undo:{width:857.1,height:1e3,path:\"m857 350q0-87-34-166t-91-137-137-92-166-34q-96 0-183 41t-147 114q-4 6-4 13t5 11l76 77q6 5 14 5 9-1 13-7 41-53 100-82t126-29q58 0 110 23t92 61 61 91 22 111-22 111-61 91-92 61-110 23q-55 0-105-20t-90-57l77-77q17-16 8-38-10-23-33-23h-250q-15 0-25 11t-11 25v250q0 24 22 33 22 10 39-8l72-72q60 57 137 88t159 31q87 0 166-34t137-92 91-137 34-166z\",transform:\"matrix(1 0 0 -1 0 850)\"},home:{width:928.6,height:1e3,path:\"m786 296v-267q0-15-11-26t-25-10h-214v214h-143v-214h-214q-15 0-25 10t-11 26v267q0 1 0 2t0 2l321 264 321-264q1-1 1-4z m124 39l-34-41q-5-5-12-6h-2q-7 0-12 3l-386 322-386-322q-7-4-13-4-7 2-12 7l-35 41q-4 5-3 13t6 12l401 334q18 15 42 15t43-15l136-114v109q0 8 5 13t13 5h107q8 0 13-5t5-13v-227l122-102q5-5 6-12t-4-13z\",transform:\"matrix(1 0 0 -1 0 850)\"},\"camera-retro\":{width:1e3,height:1e3,path:\"m518 386q0 8-5 13t-13 5q-37 0-63-27t-26-63q0-8 5-13t13-5 12 5 5 13q0 23 16 38t38 16q8 0 13 5t5 13z m125-73q0-59-42-101t-101-42-101 42-42 101 42 101 101 42 101-42 42-101z m-572-320h858v71h-858v-71z m643 320q0 89-62 152t-152 62-151-62-63-152 63-151 151-63 152 63 62 151z m-571 358h214v72h-214v-72z m-72-107h858v143h-462l-36-71h-360v-72z m929 143v-714q0-30-21-51t-50-21h-858q-29 0-50 21t-21 51v714q0 30 21 51t50 21h858q29 0 50-21t21-51z\",transform:\"matrix(1 0 0 -1 0 850)\"},zoombox:{width:1e3,height:1e3,path:\"m1000-25l-250 251c40 63 63 138 63 218 0 224-182 406-407 406-224 0-406-182-406-406s183-406 407-406c80 0 155 22 218 62l250-250 125 125z m-812 250l0 438 437 0 0-438-437 0z m62 375l313 0 0-312-313 0 0 312z\",transform:\"matrix(1 0 0 -1 0 850)\"},pan:{width:1e3,height:1e3,path:\"m1000 350l-187 188 0-125-250 0 0 250 125 0-188 187-187-187 125 0 0-250-250 0 0 125-188-188 186-187 0 125 252 0 0-250-125 0 187-188 188 188-125 0 0 250 250 0 0-126 187 188z\",transform:\"matrix(1 0 0 -1 0 850)\"},zoom_plus:{width:875,height:1e3,path:\"m1 787l0-875 875 0 0 875-875 0z m687-500l-187 0 0-187-125 0 0 187-188 0 0 125 188 0 0 187 125 0 0-187 187 0 0-125z\",transform:\"matrix(1 0 0 -1 0 850)\"},zoom_minus:{width:875,height:1e3,path:\"m0 788l0-876 875 0 0 876-875 0z m688-500l-500 0 0 125 500 0 0-125z\",transform:\"matrix(1 0 0 -1 0 850)\"},autoscale:{width:1e3,height:1e3,path:\"m250 850l-187 0-63 0 0-62 0-188 63 0 0 188 187 0 0 62z m688 0l-188 0 0-62 188 0 0-188 62 0 0 188 0 62-62 0z m-875-938l0 188-63 0 0-188 0-62 63 0 187 0 0 62-187 0z m875 188l0-188-188 0 0-62 188 0 62 0 0 62 0 188-62 0z m-125 188l-1 0-93-94-156 156 156 156 92-93 2 0 0 250-250 0 0-2 93-92-156-156-156 156 94 92 0 2-250 0 0-250 0 0 93 93 157-156-157-156-93 94 0 0 0-250 250 0 0 0-94 93 156 157 156-157-93-93 0 0 250 0 0 250z\",transform:\"matrix(1 0 0 -1 0 850)\"},tooltip_basic:{width:1500,height:1e3,path:\"m375 725l0 0-375-375 375-374 0-1 1125 0 0 750-1125 0z\",transform:\"matrix(1 0 0 -1 0 850)\"},tooltip_compare:{width:1125,height:1e3,path:\"m187 786l0 2-187-188 188-187 0 0 937 0 0 373-938 0z m0-499l0 1-187-188 188-188 0 0 937 0 0 376-938-1z\",transform:\"matrix(1 0 0 -1 0 850)\"},plotlylogo:{width:1542,height:1e3,path:\"m0-10h182v-140h-182v140z m228 146h183v-286h-183v286z m225 714h182v-1000h-182v1000z m225-285h182v-715h-182v715z m225 142h183v-857h-183v857z m231-428h182v-429h-182v429z m225-291h183v-138h-183v138z\",transform:\"matrix(1 0 0 -1 0 850)\"},\"z-axis\":{width:1e3,height:1e3,path:\"m833 5l-17 108v41l-130-65 130-66c0 0 0 38 0 39 0-1 36-14 39-25 4-15-6-22-16-30-15-12-39-16-56-20-90-22-187-23-279-23-261 0-341 34-353 59 3 60 228 110 228 110-140-8-351-35-351-116 0-120 293-142 474-142 155 0 477 22 477 142 0 50-74 79-163 96z m-374 94c-58-5-99-21-99-40 0-24 65-43 144-43 79 0 143 19 143 43 0 19-42 34-98 40v216h87l-132 135-133-135h88v-216z m167 515h-136v1c16 16 31 34 46 52l84 109v54h-230v-71h124v-1c-16-17-28-32-44-51l-89-114v-51h245v72z\",transform:\"matrix(1 0 0 -1 0 850)\"},\"3d_rotate\":{width:1e3,height:1e3,path:\"m922 660c-5 4-9 7-14 11-359 263-580-31-580-31l-102 28 58-400c0 1 1 1 2 2 118 108 351 249 351 249s-62 27-100 42c88 83 222 183 347 122 16-8 30-17 44-27-2 1-4 2-6 4z m36-329c0 0 64 229-88 296-62 27-124 14-175-11 157-78 225-208 249-266 8-19 11-31 11-31 2 5 6 15 11 32-5-13-8-20-8-20z m-775-239c70-31 117-50 198-32-121 80-199 346-199 346l-96-15-58-12c0 0 55-226 155-287z m603 133l-317-139c0 0 4-4 19-14 7-5 24-15 24-15s-177-147-389 4c235-287 536-112 536-112l31-22 100 299-4-1z m-298-153c6-4 14-9 24-15 0 0-17 10-24 15z\",transform:\"matrix(1 0 0 -1 0 850)\"},camera:{width:1e3,height:1e3,path:\"m500 450c-83 0-150-67-150-150 0-83 67-150 150-150 83 0 150 67 150 150 0 83-67 150-150 150z m400 150h-120c-16 0-34 13-39 29l-31 93c-6 15-23 28-40 28h-340c-16 0-34-13-39-28l-31-94c-6-15-23-28-40-28h-120c-55 0-100-45-100-100v-450c0-55 45-100 100-100h800c55 0 100 45 100 100v450c0 55-45 100-100 100z m-400-550c-138 0-250 112-250 250 0 138 112 250 250 250 138 0 250-112 250-250 0-138-112-250-250-250z m365 380c-19 0-35 16-35 35 0 19 16 35 35 35 19 0 35-16 35-35 0-19-16-35-35-35z\",transform:\"matrix(1 0 0 -1 0 850)\"},movie:{width:1e3,height:1e3,path:\"m938 413l-188-125c0 37-17 71-44 94 64 38 107 107 107 187 0 121-98 219-219 219-121 0-219-98-219-219 0-61 25-117 66-156h-115c30 33 49 76 49 125 0 103-84 187-187 187s-188-84-188-187c0-57 26-107 65-141-38-22-65-62-65-109v-250c0-70 56-126 125-126h500c69 0 125 56 125 126l188-126c34 0 62 28 62 63v375c0 35-28 63-62 63z m-750 0c-69 0-125 56-125 125s56 125 125 125 125-56 125-125-56-125-125-125z m406-1c-87 0-157 70-157 157 0 86 70 156 157 156s156-70 156-156-70-157-156-157z\",transform:\"matrix(1 0 0 -1 0 850)\"},question:{width:857.1,height:1e3,path:\"m500 82v107q0 8-5 13t-13 5h-107q-8 0-13-5t-5-13v-107q0-8 5-13t13-5h107q8 0 13 5t5 13z m143 375q0 49-31 91t-77 65-95 23q-136 0-207-119-9-14 4-24l74-55q4-4 10-4 9 0 14 7 30 38 48 51 19 14 48 14 27 0 48-15t21-33q0-21-11-34t-38-25q-35-16-65-48t-29-70v-20q0-8 5-13t13-5h107q8 0 13 5t5 13q0 10 12 27t30 28q18 10 28 16t25 19 25 27 16 34 7 45z m214-107q0-117-57-215t-156-156-215-58-216 58-155 156-58 215 58 215 155 156 216 58 215-58 156-156 57-215z\",transform:\"matrix(1 0 0 -1 0 850)\"},disk:{width:857.1,height:1e3,path:\"m214-7h429v214h-429v-214z m500 0h72v500q0 8-6 21t-11 20l-157 156q-5 6-19 12t-22 5v-232q0-22-15-38t-38-16h-322q-22 0-37 16t-16 38v232h-72v-714h72v232q0 22 16 38t37 16h465q22 0 38-16t15-38v-232z m-214 518v178q0 8-5 13t-13 5h-107q-7 0-13-5t-5-13v-178q0-8 5-13t13-5h107q7 0 13 5t5 13z m357-18v-518q0-22-15-38t-38-16h-750q-23 0-38 16t-16 38v750q0 22 16 38t38 16h517q23 0 50-12t42-26l156-157q16-15 27-42t11-49z\",transform:\"matrix(1 0 0 -1 0 850)\"},drawopenpath:{width:70,height:70,path:\"M33.21,85.65a7.31,7.31,0,0,1-2.59-.48c-8.16-3.11-9.27-19.8-9.88-41.3-.1-3.58-.19-6.68-.35-9-.15-2.1-.67-3.48-1.43-3.79-2.13-.88-7.91,2.32-12,5.86L3,32.38c1.87-1.64,11.55-9.66,18.27-6.9,2.13.87,4.75,3.14,5.17,9,.17,2.43.26,5.59.36,9.25a224.17,224.17,0,0,0,1.5,23.4c1.54,10.76,4,12.22,4.48,12.4.84.32,2.79-.46,5.76-3.59L43,80.07C41.53,81.57,37.68,85.64,33.21,85.65ZM74.81,69a11.34,11.34,0,0,0,6.09-6.72L87.26,44.5,74.72,32,56.9,38.35c-2.37.86-5.57,3.42-6.61,6L38.65,72.14l8.42,8.43ZM55,46.27a7.91,7.91,0,0,1,3.64-3.17l14.8-5.3,8,8L76.11,60.6l-.06.19a6.37,6.37,0,0,1-3,3.43L48.25,74.59,44.62,71Zm16.57,7.82A6.9,6.9,0,1,0,64.64,61,6.91,6.91,0,0,0,71.54,54.09Zm-4.05,0a2.85,2.85,0,1,1-2.85-2.85A2.86,2.86,0,0,1,67.49,54.09Zm-4.13,5.22L60.5,56.45,44.26,72.7l2.86,2.86ZM97.83,35.67,84.14,22l-8.57,8.57L89.26,44.24Zm-13.69-8,8,8-2.85,2.85-8-8Z\",transform:\"matrix(1 0 0 1 -15 -15)\"},drawclosedpath:{width:90,height:90,path:\"M88.41,21.12a26.56,26.56,0,0,0-36.18,0l-2.07,2-2.07-2a26.57,26.57,0,0,0-36.18,0,23.74,23.74,0,0,0,0,34.8L48,90.12a3.22,3.22,0,0,0,4.42,0l36-34.21a23.73,23.73,0,0,0,0-34.79ZM84,51.24,50.16,83.35,16.35,51.25a17.28,17.28,0,0,1,0-25.47,20,20,0,0,1,27.3,0l4.29,4.07a3.23,3.23,0,0,0,4.44,0l4.29-4.07a20,20,0,0,1,27.3,0,17.27,17.27,0,0,1,0,25.46ZM66.76,47.68h-33v6.91h33ZM53.35,35H46.44V68h6.91Z\",transform:\"matrix(1 0 0 1 -5 -5)\"},lasso:{width:1031,height:1e3,path:\"m1018 538c-36 207-290 336-568 286-277-48-473-256-436-463 10-57 36-108 76-151-13-66 11-137 68-183 34-28 75-41 114-42l-55-70 0 0c-2-1-3-2-4-3-10-14-8-34 5-45 14-11 34-8 45 4 1 1 2 3 2 5l0 0 113 140c16 11 31 24 45 40 4 3 6 7 8 11 48-3 100 0 151 9 278 48 473 255 436 462z m-624-379c-80 14-149 48-197 96 42 42 109 47 156 9 33-26 47-66 41-105z m-187-74c-19 16-33 37-39 60 50-32 109-55 174-68-42-25-95-24-135 8z m360 75c-34-7-69-9-102-8 8 62-16 128-68 170-73 59-175 54-244-5-9 20-16 40-20 61-28 159 121 317 333 354s407-60 434-217c28-159-121-318-333-355z\",transform:\"matrix(1 0 0 -1 0 850)\"},selectbox:{width:1e3,height:1e3,path:\"m0 850l0-143 143 0 0 143-143 0z m286 0l0-143 143 0 0 143-143 0z m285 0l0-143 143 0 0 143-143 0z m286 0l0-143 143 0 0 143-143 0z m-857-286l0-143 143 0 0 143-143 0z m857 0l0-143 143 0 0 143-143 0z m-857-285l0-143 143 0 0 143-143 0z m857 0l0-143 143 0 0 143-143 0z m-857-286l0-143 143 0 0 143-143 0z m286 0l0-143 143 0 0 143-143 0z m285 0l0-143 143 0 0 143-143 0z m286 0l0-143 143 0 0 143-143 0z\",transform:\"matrix(1 0 0 -1 0 850)\"},drawline:{width:70,height:70,path:\"M60.64,62.3a11.29,11.29,0,0,0,6.09-6.72l6.35-17.72L60.54,25.31l-17.82,6.4c-2.36.86-5.57,3.41-6.6,6L24.48,65.5l8.42,8.42ZM40.79,39.63a7.89,7.89,0,0,1,3.65-3.17l14.79-5.31,8,8L61.94,54l-.06.19a6.44,6.44,0,0,1-3,3.43L34.07,68l-3.62-3.63Zm16.57,7.81a6.9,6.9,0,1,0-6.89,6.9A6.9,6.9,0,0,0,57.36,47.44Zm-4,0a2.86,2.86,0,1,1-2.85-2.85A2.86,2.86,0,0,1,53.32,47.44Zm-4.13,5.22L46.33,49.8,30.08,66.05l2.86,2.86ZM83.65,29,70,15.34,61.4,23.9,75.09,37.59ZM70,21.06l8,8-2.84,2.85-8-8ZM87,80.49H10.67V87H87Z\",transform:\"matrix(1 0 0 1 -15 -15)\"},drawrect:{width:80,height:80,path:\"M78,22V79H21V22H78m9-9H12V88H87V13ZM68,46.22H31V54H68ZM53,32H45.22V69H53Z\",transform:\"matrix(1 0 0 1 -10 -10)\"},drawcircle:{width:80,height:80,path:\"M50,84.72C26.84,84.72,8,69.28,8,50.3S26.84,15.87,50,15.87,92,31.31,92,50.3,73.16,84.72,50,84.72Zm0-60.59c-18.6,0-33.74,11.74-33.74,26.17S31.4,76.46,50,76.46,83.74,64.72,83.74,50.3,68.6,24.13,50,24.13Zm17.15,22h-34v7.11h34Zm-13.8-13H46.24v34h7.11Z\",transform:\"matrix(1 0 0 1 -10 -10)\"},eraseshape:{width:80,height:80,path:\"M82.77,78H31.85L6,49.57,31.85,21.14H82.77a8.72,8.72,0,0,1,8.65,8.77V69.24A8.72,8.72,0,0,1,82.77,78ZM35.46,69.84H82.77a.57.57,0,0,0,.49-.6V29.91a.57.57,0,0,0-.49-.61H35.46L17,49.57Zm32.68-34.7-24,24,5,5,24-24Zm-19,.53-5,5,24,24,5-5Z\",transform:\"matrix(1 0 0 1 -10 -10)\"},spikeline:{width:1e3,height:1e3,path:\"M512 409c0-57-46-104-103-104-57 0-104 47-104 104 0 57 47 103 104 103 57 0 103-46 103-103z m-327-39l92 0 0 92-92 0z m-185 0l92 0 0 92-92 0z m370-186l92 0 0 93-92 0z m0-184l92 0 0 92-92 0z\",transform:\"matrix(1.5 0 0 -1.5 0 850)\"},pencil:{width:1792,height:1792,path:\"M491 1536l91-91-235-235-91 91v107h128v128h107zm523-928q0-22-22-22-10 0-17 7l-542 542q-7 7-7 17 0 22 22 22 10 0 17-7l542-542q7-7 7-17zm-54-192l416 416-832 832h-416v-416zm683 96q0 53-37 90l-166 166-416-416 166-165q36-38 90-38 53 0 91 38l235 234q37 39 37 91z\",transform:\"matrix(1 0 0 1 0 1)\"},newplotlylogo:{name:\"newplotlylogo\",svg:\"<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 132 132'><defs><style>.cls-1 {fill: #3f4f75;} .cls-2 {fill: #80cfbe;} .cls-3 {fill: #fff;}</style></defs><title>plotly-logomark</title><g id='symbol'><rect class='cls-1' width='132' height='132' rx='6' ry='6'/><circle class='cls-2' cx='78' cy='54' r='6'/><circle class='cls-2' cx='102' cy='30' r='6'/><circle class='cls-2' cx='78' cy='30' r='6'/><circle class='cls-2' cx='54' cy='30' r='6'/><circle class='cls-2' cx='30' cy='30' r='6'/><circle class='cls-2' cx='30' cy='54' r='6'/><path class='cls-3' d='M30,72a6,6,0,0,0-6,6v24a6,6,0,0,0,12,0V78A6,6,0,0,0,30,72Z'/><path class='cls-3' d='M78,72a6,6,0,0,0-6,6v24a6,6,0,0,0,12,0V78A6,6,0,0,0,78,72Z'/><path class='cls-3' d='M54,48a6,6,0,0,0-6,6v48a6,6,0,0,0,12,0V54A6,6,0,0,0,54,48Z'/><path class='cls-3' d='M102,48a6,6,0,0,0-6,6v48a6,6,0,0,0,12,0V54A6,6,0,0,0,102,48Z'/></g></svg>\"}}},{}],758:[function(t,e,r){\"use strict\";r.isLeftAnchor=function(t){return\"left\"===t.xanchor||\"auto\"===t.xanchor&&t.x<=1/3},r.isCenterAnchor=function(t){return\"center\"===t.xanchor||\"auto\"===t.xanchor&&t.x>1/3&&t.x<2/3},r.isRightAnchor=function(t){return\"right\"===t.xanchor||\"auto\"===t.xanchor&&t.x>=2/3},r.isTopAnchor=function(t){return\"top\"===t.yanchor||\"auto\"===t.yanchor&&t.y>=2/3},r.isMiddleAnchor=function(t){return\"middle\"===t.yanchor||\"auto\"===t.yanchor&&t.y>1/3&&t.y<2/3},r.isBottomAnchor=function(t){return\"bottom\"===t.yanchor||\"auto\"===t.yanchor&&t.y<=1/3}},{}],759:[function(t,e,r){\"use strict\";var n=t(\"./mod\"),i=n.mod,a=n.modHalf,o=Math.PI,s=2*o;function l(t){return Math.abs(t[1]-t[0])>s-1e-14}function c(t,e){return a(e-t,s)}function u(t,e){if(l(e))return!0;var r,n;e[0]<e[1]?(r=e[0],n=e[1]):(r=e[1],n=e[0]),(r=i(r,s))>(n=i(n,s))&&(n+=s);var a=i(t,s),o=a+s;return a>=r&&a<=n||o>=r&&o<=n}function f(t,e,r,n,i,a,c){i=i||0,a=a||0;var u,f,h,p,d,g=l([r,n]);function m(t,e){return[t*Math.cos(e)+i,a-t*Math.sin(e)]}g?(u=0,f=o,h=s):r<n?(u=r,h=n):(u=n,h=r),t<e?(p=t,d=e):(p=e,d=t);var v,y=Math.abs(h-u)<=o?0:1;function x(t,e,r){return\"A\"+[t,t]+\" \"+[0,y,r]+\" \"+m(t,e)}return g?v=null===p?\"M\"+m(d,u)+x(d,f,0)+x(d,h,0)+\"Z\":\"M\"+m(p,u)+x(p,f,0)+x(p,h,0)+\"ZM\"+m(d,u)+x(d,f,1)+x(d,h,1)+\"Z\":null===p?(v=\"M\"+m(d,u)+x(d,h,0),c&&(v+=\"L0,0Z\")):v=\"M\"+m(p,u)+\"L\"+m(d,u)+x(d,h,0)+\"L\"+m(p,h)+x(p,u,1)+\"Z\",v}e.exports={deg2rad:function(t){return t/180*o},rad2deg:function(t){return t/o*180},angleDelta:c,angleDist:function(t,e){return Math.abs(c(t,e))},isFullCircle:l,isAngleInsideSector:u,isPtInsideSector:function(t,e,r,n){return!!u(e,n)&&(r[0]<r[1]?(i=r[0],a=r[1]):(i=r[1],a=r[0]),t>=i&&t<=a);var i,a},pathArc:function(t,e,r,n,i){return f(null,t,e,r,n,i,0)},pathSector:function(t,e,r,n,i){return f(null,t,e,r,n,i,1)},pathAnnulus:function(t,e,r,n,i,a){return f(t,e,r,n,i,a,1)}}},{\"./mod\":785}],760:[function(t,e,r){\"use strict\";var n=Array.isArray,i=\"undefined\"!=typeof ArrayBuffer&&ArrayBuffer.isView?ArrayBuffer:{isView:function(){return!1}},a=\"undefined\"==typeof DataView?function(){}:DataView;function o(t){return i.isView(t)&&!(t instanceof a)}function s(t){return n(t)||o(t)}function l(t,e,r){if(s(t)){if(s(t[0])){for(var n=r,i=0;i<t.length;i++)n=e(n,t[i].length);return n}return t.length}return 0}r.isTypedArray=o,r.isArrayOrTypedArray=s,r.isArray1D=function(t){return!s(t[0])},r.ensureArray=function(t,e){return n(t)||(t=[]),t.length=e,t},r.concat=function(){var t,e,r,i,a,o,s,l,c=[],u=!0,f=0;for(r=0;r<arguments.length;r++)(o=(i=arguments[r]).length)&&(e?c.push(i):(e=i,a=o),n(i)?t=!1:(u=!1,f?t!==i.constructor&&(t=!1):t=i.constructor),f+=o);if(!f)return[];if(!c.length)return e;if(u)return e.concat.apply(e,c);if(t){for((s=new t(f)).set(e),r=0;r<c.length;r++)i=c[r],s.set(i,a),a+=i.length;return s}for(s=new Array(f),l=0;l<e.length;l++)s[l]=e[l];for(r=0;r<c.length;r++){for(i=c[r],l=0;l<i.length;l++)s[a+l]=i[l];a+=l}return s},r.maxRowLength=function(t){return l(t,Math.max,0)},r.minRowLength=function(t){return l(t,Math.min,1/0)}},{}],761:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../constants/numerical\").BADNUM,a=/^['\"%,$#\\s']+|[, ]|['\"%,$#\\s']+$/g;e.exports=function(t){return\"string\"==typeof t&&(t=t.replace(a,\"\")),n(t)?Number(t):i}},{\"../constants/numerical\":753,\"fast-isnumeric\":241}],762:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t._fullLayout;e._glcanvas&&e._glcanvas.size()&&e._glcanvas.each((function(t){t.regl&&t.regl.clear({color:!0,depth:!0})}))}},{}],763:[function(t,e,r){\"use strict\";e.exports=function(t){t._responsiveChartHandler&&(window.removeEventListener(\"resize\",t._responsiveChartHandler),delete t._responsiveChartHandler)}},{}],764:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"tinycolor2\"),a=t(\"../plots/attributes\"),o=t(\"../components/colorscale/scales\"),s=t(\"../constants/interactions\").DESELECTDIM,l=t(\"./nested_property\"),c=t(\"./regex\").counter,u=t(\"./mod\").modHalf,f=t(\"./array\").isArrayOrTypedArray;function h(t,e){var n=r.valObjectMeta[e.valType];if(e.arrayOk&&f(t))return!0;if(n.validateFunction)return n.validateFunction(t,e);var i={},a=i,o={set:function(t){a=t}};return n.coerceFunction(t,o,i,e),a!==i}r.valObjectMeta={data_array:{coerceFunction:function(t,e,r){f(t)?e.set(t):void 0!==r&&e.set(r)}},enumerated:{coerceFunction:function(t,e,r,n){n.coerceNumber&&(t=+t),-1===n.values.indexOf(t)?e.set(r):e.set(t)},validateFunction:function(t,e){e.coerceNumber&&(t=+t);for(var r=e.values,n=0;n<r.length;n++){var i=String(r[n]);if(\"/\"===i.charAt(0)&&\"/\"===i.charAt(i.length-1)){if(new RegExp(i.substr(1,i.length-2)).test(t))return!0}else if(t===r[n])return!0}return!1}},boolean:{coerceFunction:function(t,e,r){!0===t||!1===t?e.set(t):e.set(r)}},number:{coerceFunction:function(t,e,r,i){!n(t)||void 0!==i.min&&t<i.min||void 0!==i.max&&t>i.max?e.set(r):e.set(+t)}},integer:{coerceFunction:function(t,e,r,i){t%1||!n(t)||void 0!==i.min&&t<i.min||void 0!==i.max&&t>i.max?e.set(r):e.set(+t)}},string:{coerceFunction:function(t,e,r,n){if(\"string\"!=typeof t){var i=\"number\"==typeof t;!0!==n.strict&&i?e.set(String(t)):e.set(r)}else n.noBlank&&!t?e.set(r):e.set(t)}},color:{coerceFunction:function(t,e,r){i(t).isValid()?e.set(t):e.set(r)}},colorlist:{coerceFunction:function(t,e,r){Array.isArray(t)&&t.length&&t.every((function(t){return i(t).isValid()}))?e.set(t):e.set(r)}},colorscale:{coerceFunction:function(t,e,r){e.set(o.get(t,r))}},angle:{coerceFunction:function(t,e,r){\"auto\"===t?e.set(\"auto\"):n(t)?e.set(u(+t,360)):e.set(r)}},subplotid:{coerceFunction:function(t,e,r,n){var i=n.regex||c(r);\"string\"==typeof t&&i.test(t)?e.set(t):e.set(r)},validateFunction:function(t,e){var r=e.dflt;return t===r||\"string\"==typeof t&&!!c(r).test(t)}},flaglist:{coerceFunction:function(t,e,r,n){if(\"string\"==typeof t)if(-1===(n.extras||[]).indexOf(t)){for(var i=t.split(\"+\"),a=0;a<i.length;){var o=i[a];-1===n.flags.indexOf(o)||i.indexOf(o)<a?i.splice(a,1):a++}i.length?e.set(i.join(\"+\")):e.set(r)}else e.set(t);else e.set(r)}},any:{coerceFunction:function(t,e,r){void 0===t?e.set(r):e.set(t)}},info_array:{coerceFunction:function(t,e,n,i){function a(t,e,n){var i,a={set:function(t){i=t}};return void 0===n&&(n=e.dflt),r.valObjectMeta[e.valType].coerceFunction(t,a,n,e),i}var o=2===i.dimensions||\"1-2\"===i.dimensions&&Array.isArray(t)&&Array.isArray(t[0]);if(Array.isArray(t)){var s,l,c,u,f,h,p=i.items,d=[],g=Array.isArray(p),m=g&&o&&Array.isArray(p[0]),v=o&&g&&!m,y=g&&!v?p.length:t.length;if(n=Array.isArray(n)?n:[],o)for(s=0;s<y;s++)for(d[s]=[],c=Array.isArray(t[s])?t[s]:[],f=v?p.length:g?p[s].length:c.length,l=0;l<f;l++)u=v?p[l]:g?p[s][l]:p,void 0!==(h=a(c[l],u,(n[s]||[])[l]))&&(d[s][l]=h);else for(s=0;s<y;s++)void 0!==(h=a(t[s],g?p[s]:p,n[s]))&&(d[s]=h);e.set(d)}else e.set(n)},validateFunction:function(t,e){if(!Array.isArray(t))return!1;var r=e.items,n=Array.isArray(r),i=2===e.dimensions;if(!e.freeLength&&t.length!==r.length)return!1;for(var a=0;a<t.length;a++)if(i){if(!Array.isArray(t[a])||!e.freeLength&&t[a].length!==r[a].length)return!1;for(var o=0;o<t[a].length;o++)if(!h(t[a][o],n?r[a][o]:r))return!1}else if(!h(t[a],n?r[a]:r))return!1;return!0}}},r.coerce=function(t,e,n,i,a){var o=l(n,i).get(),s=l(t,i),c=l(e,i),u=s.get(),p=e._template;if(void 0===u&&p&&(u=l(p,i).get(),p=0),void 0===a&&(a=o.dflt),o.arrayOk&&f(u))return c.set(u),u;var d=r.valObjectMeta[o.valType].coerceFunction;d(u,c,a,o);var g=c.get();return p&&g===a&&!h(u,o)&&(d(u=l(p,i).get(),c,a,o),g=c.get()),g},r.coerce2=function(t,e,n,i,a){var o=l(t,i),s=r.coerce(t,e,n,i,a),c=o.get();return null!=c&&s},r.coerceFont=function(t,e,r){var n={};return r=r||{},n.family=t(e+\".family\",r.family),n.size=t(e+\".size\",r.size),n.color=t(e+\".color\",r.color),n},r.coerceHoverinfo=function(t,e,n){var i,o=e._module.attributes,s=o.hoverinfo?o:a,l=s.hoverinfo;if(1===n._dataLength){var c=\"all\"===l.dflt?l.flags.slice():l.dflt.split(\"+\");c.splice(c.indexOf(\"name\"),1),i=c.join(\"+\")}return r.coerce(t,e,s,\"hoverinfo\",i)},r.coerceSelectionMarkerOpacity=function(t,e){if(t.marker){var r,n,i=t.marker.opacity;if(void 0!==i)f(i)||t.selected||t.unselected||(r=i,n=s*i),e(\"selected.marker.opacity\",r),e(\"unselected.marker.opacity\",n)}},r.validate=h},{\"../components/colorscale/scales\":658,\"../constants/interactions\":752,\"../plots/attributes\":824,\"./array\":760,\"./mod\":785,\"./nested_property\":786,\"./regex\":795,\"fast-isnumeric\":241,tinycolor2:576}],765:[function(t,e,r){\"use strict\";var n,i,a=t(\"d3-time-format\").timeFormat,o=t(\"fast-isnumeric\"),s=t(\"./loggers\"),l=t(\"./mod\").mod,c=t(\"../constants/numerical\"),u=c.BADNUM,f=c.ONEDAY,h=c.ONEHOUR,p=c.ONEMIN,d=c.ONESEC,g=c.EPOCHJD,m=t(\"../registry\"),v=t(\"d3-time-format\").utcFormat,y=/^\\s*(-?\\d\\d\\d\\d|\\d\\d)(-(\\d?\\d)(-(\\d?\\d)([ Tt]([01]?\\d|2[0-3])(:([0-5]\\d)(:([0-5]\\d(\\.\\d+)?))?(Z|z|[+\\-]\\d\\d(:?\\d\\d)?)?)?)?)?)?\\s*$/m,x=/^\\s*(-?\\d\\d\\d\\d|\\d\\d)(-(\\d?\\di?)(-(\\d?\\d)([ Tt]([01]?\\d|2[0-3])(:([0-5]\\d)(:([0-5]\\d(\\.\\d+)?))?(Z|z|[+\\-]\\d\\d(:?\\d\\d)?)?)?)?)?)?\\s*$/m,b=(new Date).getFullYear()-70;function _(t){return t&&m.componentsRegistry.calendars&&\"string\"==typeof t&&\"gregorian\"!==t}function w(t,e){return String(t+Math.pow(10,e)).substr(1)}r.dateTick0=function(t,e){var n=function(t,e){return _(t)?e?m.getComponentMethod(\"calendars\",\"CANONICAL_SUNDAY\")[t]:m.getComponentMethod(\"calendars\",\"CANONICAL_TICK\")[t]:e?\"2000-01-02\":\"2000-01-01\"}(t,!!e);if(e<2)return n;var i=r.dateTime2ms(n,t);return i+=f*(e-1),r.ms2DateTime(i,0,t)},r.dfltRange=function(t){return _(t)?m.getComponentMethod(\"calendars\",\"DFLTRANGE\")[t]:[\"2000-01-01\",\"2001-01-01\"]},r.isJSDate=function(t){return\"object\"==typeof t&&null!==t&&\"function\"==typeof t.getTime},r.dateTime2ms=function(t,e){if(r.isJSDate(t)){var a=t.getTimezoneOffset()*p,o=(t.getUTCMinutes()-t.getMinutes())*p+(t.getUTCSeconds()-t.getSeconds())*d+(t.getUTCMilliseconds()-t.getMilliseconds());if(o){var s=3*p;a=a-s/2+l(o-a+s/2,s)}return(t=Number(t)-a)>=n&&t<=i?t:u}if(\"string\"!=typeof t&&\"number\"!=typeof t)return u;t=String(t);var c=_(e),v=t.charAt(0);!c||\"G\"!==v&&\"g\"!==v||(t=t.substr(1),e=\"\");var w=c&&\"chinese\"===e.substr(0,7),T=t.match(w?x:y);if(!T)return u;var k=T[1],M=T[3]||\"1\",A=Number(T[5]||1),S=Number(T[7]||0),E=Number(T[9]||0),C=Number(T[11]||0);if(c){if(2===k.length)return u;var L;k=Number(k);try{var I=m.getComponentMethod(\"calendars\",\"getCal\")(e);if(w){var P=\"i\"===M.charAt(M.length-1);M=parseInt(M,10),L=I.newDate(k,I.toMonthIndex(k,M,P),A)}else L=I.newDate(k,Number(M),A)}catch(t){return u}return L?(L.toJD()-g)*f+S*h+E*p+C*d:u}k=2===k.length?(Number(k)+2e3-b)%100+b:Number(k),M-=1;var z=new Date(Date.UTC(2e3,M,A,S,E));return z.setUTCFullYear(k),z.getUTCMonth()!==M||z.getUTCDate()!==A?u:z.getTime()+C*d},n=r.MIN_MS=r.dateTime2ms(\"-9999\"),i=r.MAX_MS=r.dateTime2ms(\"9999-12-31 23:59:59.9999\"),r.isDateTime=function(t,e){return r.dateTime2ms(t,e)!==u};var T=90*f,k=3*h,M=5*p;function A(t,e,r,n,i){if((e||r||n||i)&&(t+=\" \"+w(e,2)+\":\"+w(r,2),(n||i)&&(t+=\":\"+w(n,2),i))){for(var a=4;i%10==0;)a-=1,i/=10;t+=\".\"+w(i,a)}return t}r.ms2DateTime=function(t,e,r){if(\"number\"!=typeof t||!(t>=n&&t<=i))return u;e||(e=0);var a,o,s,c,y,x,b=Math.floor(10*l(t+.05,1)),w=Math.round(t-b/10);if(_(r)){var S=Math.floor(w/f)+g,E=Math.floor(l(t,f));try{a=m.getComponentMethod(\"calendars\",\"getCal\")(r).fromJD(S).formatDate(\"yyyy-mm-dd\")}catch(t){a=v(\"G%Y-%m-%d\")(new Date(w))}if(\"-\"===a.charAt(0))for(;a.length<11;)a=\"-0\"+a.substr(1);else for(;a.length<10;)a=\"0\"+a;o=e<T?Math.floor(E/h):0,s=e<T?Math.floor(E%h/p):0,c=e<k?Math.floor(E%p/d):0,y=e<M?E%d*10+b:0}else x=new Date(w),a=v(\"%Y-%m-%d\")(x),o=e<T?x.getUTCHours():0,s=e<T?x.getUTCMinutes():0,c=e<k?x.getUTCSeconds():0,y=e<M?10*x.getUTCMilliseconds()+b:0;return A(a,o,s,c,y)},r.ms2DateTimeLocal=function(t){if(!(t>=n+f&&t<=i-f))return u;var e=Math.floor(10*l(t+.05,1)),r=new Date(Math.round(t-e/10));return A(a(\"%Y-%m-%d\")(r),r.getHours(),r.getMinutes(),r.getSeconds(),10*r.getUTCMilliseconds()+e)},r.cleanDate=function(t,e,n){if(t===u)return e;if(r.isJSDate(t)||\"number\"==typeof t&&isFinite(t)){if(_(n))return s.error(\"JS Dates and milliseconds are incompatible with world calendars\",t),e;if(!(t=r.ms2DateTimeLocal(+t))&&void 0!==e)return e}else if(!r.isDateTime(t,n))return s.error(\"unrecognized date\",t),e;return t};var S=/%\\d?f/g;function E(t,e,r,n){t=t.replace(S,(function(t){var r=Math.min(+t.charAt(1)||6,6);return(e/1e3%1+2).toFixed(r).substr(2).replace(/0+$/,\"\")||\"0\"}));var i=new Date(Math.floor(e+.05));if(_(n))try{t=m.getComponentMethod(\"calendars\",\"worldCalFmt\")(t,e,n)}catch(t){return\"Invalid\"}return r(t)(i)}var C=[59,59.9,59.99,59.999,59.9999];r.formatDate=function(t,e,r,n,i,a){if(i=_(i)&&i,!e)if(\"y\"===r)e=a.year;else if(\"m\"===r)e=a.month;else{if(\"d\"!==r)return function(t,e){var r=l(t+.05,f),n=w(Math.floor(r/h),2)+\":\"+w(l(Math.floor(r/p),60),2);if(\"M\"!==e){o(e)||(e=0);var i=(100+Math.min(l(t/d,60),C[e])).toFixed(e).substr(1);e>0&&(i=i.replace(/0+$/,\"\").replace(/[\\.]$/,\"\")),n+=\":\"+i}return n}(t,r)+\"\\n\"+E(a.dayMonthYear,t,n,i);e=a.dayMonth+\"\\n\"+a.year}return E(e,t,n,i)};var L=3*f;r.incrementMonth=function(t,e,r){r=_(r)&&r;var n=l(t,f);if(t=Math.round(t-n),r)try{var i=Math.round(t/f)+g,a=m.getComponentMethod(\"calendars\",\"getCal\")(r),o=a.fromJD(i);return e%12?a.add(o,e,\"m\"):a.add(o,e/12,\"y\"),(o.toJD()-g)*f+n}catch(e){s.error(\"invalid ms \"+t+\" in calendar \"+r)}var c=new Date(t+L);return c.setUTCMonth(c.getUTCMonth()+e)+n-L},r.findExactDates=function(t,e){for(var r,n,i=0,a=0,s=0,l=0,c=_(e)&&m.getComponentMethod(\"calendars\",\"getCal\")(e),u=0;u<t.length;u++)if(n=t[u],o(n)){if(!(n%f))if(c)try{1===(r=c.fromJD(n/f+g)).day()?1===r.month()?i++:a++:s++}catch(t){}else 1===(r=new Date(n)).getUTCDate()?0===r.getUTCMonth()?i++:a++:s++}else l++;s+=a+=i;var h=t.length-l;return{exactYears:i/h,exactMonths:a/h,exactDays:s/h}}},{\"../constants/numerical\":753,\"../registry\":911,\"./loggers\":782,\"./mod\":785,\"d3-time-format\":166,\"fast-isnumeric\":241}],766:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"./loggers\"),a=t(\"./matrix\"),o=t(\"gl-mat4\");function s(t){var e=t&&t.parentNode;e&&e.removeChild(t)}function l(t,e,r){var n=\"plotly.js-style-\"+t,a=document.getElementById(n);a||((a=document.createElement(\"style\")).setAttribute(\"id\",n),a.appendChild(document.createTextNode(\"\")),document.head.appendChild(a));var o=a.sheet;o.insertRule?o.insertRule(e+\"{\"+r+\"}\",0):o.addRule?o.addRule(e,r,0):i.warn(\"addStyleRule failed\")}function c(t){var e=window.getComputedStyle(t,null),r=e.getPropertyValue(\"-webkit-transform\")||e.getPropertyValue(\"-moz-transform\")||e.getPropertyValue(\"-ms-transform\")||e.getPropertyValue(\"-o-transform\")||e.getPropertyValue(\"transform\");return\"none\"===r?null:r.replace(\"matrix\",\"\").replace(\"3d\",\"\").slice(1,-1).split(\",\").map((function(t){return+t}))}function u(t){for(var e=[];f(t);)e.push(t),t=t.parentNode;return e}function f(t){return t&&(t instanceof Element||t instanceof HTMLElement)}e.exports={getGraphDiv:function(t){var e;if(\"string\"==typeof t){if(null===(e=document.getElementById(t)))throw new Error(\"No DOM element with id '\"+t+\"' exists on the page.\");return e}if(null==t)throw new Error(\"DOM element provided is null or undefined\");return t},isPlotDiv:function(t){var e=n.select(t);return e.node()instanceof HTMLElement&&e.size()&&e.classed(\"js-plotly-plot\")},removeElement:s,addStyleRule:function(t,e){l(\"global\",t,e)},addRelatedStyleRule:l,deleteRelatedStyleRule:function(t){var e=\"plotly.js-style-\"+t,r=document.getElementById(e);r&&s(r)},getFullTransformMatrix:function(t){var e=u(t),r=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];return e.forEach((function(t){var e=c(t);if(e){var n=a.convertCssMatrix(e);r=o.multiply(r,r,n)}})),r},getElementTransformMatrix:c,getElementAndAncestors:u,equalDomRects:function(t,e){return t&&e&&t.x===e.x&&t.y===e.y&&t.top===e.top&&t.left===e.left&&t.right===e.right&&t.bottom===e.bottom}}},{\"./loggers\":782,\"./matrix\":784,d3:169,\"gl-mat4\":292}],767:[function(t,e,r){\"use strict\";var n=t(\"events\").EventEmitter,i={init:function(t){if(t._ev instanceof n)return t;var e=new n,r=new n;return t._ev=e,t._internalEv=r,t.on=e.on.bind(e),t.once=e.once.bind(e),t.removeListener=e.removeListener.bind(e),t.removeAllListeners=e.removeAllListeners.bind(e),t._internalOn=r.on.bind(r),t._internalOnce=r.once.bind(r),t._removeInternalListener=r.removeListener.bind(r),t._removeAllInternalListeners=r.removeAllListeners.bind(r),t.emit=function(n,i){\"undefined\"!=typeof jQuery&&jQuery(t).trigger(n,i),e.emit(n,i),r.emit(n,i)},t},triggerHandler:function(t,e,r){var n,i;\"undefined\"!=typeof jQuery&&(n=jQuery(t).triggerHandler(e,r));var a=t._ev;if(!a)return n;var o,s=a._events[e];if(!s)return n;function l(t){return t.listener?(a.removeListener(e,t.listener),t.fired?void 0:(t.fired=!0,t.listener.apply(a,[r]))):t.apply(a,[r])}for(s=Array.isArray(s)?s:[s],o=0;o<s.length-1;o++)l(s[o]);return i=l(s[o]),void 0!==n?n:i},purge:function(t){return delete t._ev,delete t.on,delete t.once,delete t.removeListener,delete t.removeAllListeners,delete t.emit,delete t._ev,delete t._internalEv,delete t._internalOn,delete t._internalOnce,delete t._removeInternalListener,delete t._removeAllInternalListeners,t}};e.exports=i},{events:110}],768:[function(t,e,r){\"use strict\";var n=t(\"./is_plain_object.js\"),i=Array.isArray;function a(t,e,r,o){var s,l,c,u,f,h,p=t[0],d=t.length;if(2===d&&i(p)&&i(t[1])&&0===p.length){if(function(t,e){var r,n;for(r=0;r<t.length;r++){if(null!==(n=t[r])&&\"object\"==typeof n)return!1;void 0!==n&&(e[r]=n)}return!0}(t[1],p))return p;p.splice(0,p.length)}for(var g=1;g<d;g++)for(l in s=t[g])c=p[l],u=s[l],o&&i(u)?p[l]=u:e&&u&&(n(u)||(f=i(u)))?(f?(f=!1,h=c&&i(c)?c:[]):h=c&&n(c)?c:{},p[l]=a([h,u],e,r,o)):(\"undefined\"!=typeof u||r)&&(p[l]=u);return p}r.extendFlat=function(){return a(arguments,!1,!1,!1)},r.extendDeep=function(){return a(arguments,!0,!1,!1)},r.extendDeepAll=function(){return a(arguments,!0,!0,!1)},r.extendDeepNoArrays=function(){return a(arguments,!0,!1,!0)}},{\"./is_plain_object.js\":779}],769:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e={},r=[],n=0,i=0;i<t.length;i++){var a=t[i];1!==e[a]&&(e[a]=1,r[n++]=a)}return r}},{}],770:[function(t,e,r){\"use strict\";function n(t){return!0===t.visible}function i(t){var e=t[0].trace;return!0===e.visible&&0!==e._length}e.exports=function(t){for(var e,r=(e=t,Array.isArray(e)&&Array.isArray(e[0])&&e[0][0]&&e[0][0].trace?i:n),a=[],o=0;o<t.length;o++){var s=t[o];r(s)&&a.push(s)}return a}},{}],771:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"country-regex\"),a=t(\"@turf/area\"),o=t(\"@turf/centroid\"),s=t(\"@turf/bbox\"),l=t(\"./identity\"),c=t(\"./loggers\"),u=t(\"./is_plain_object\"),f=t(\"./nested_property\"),h=t(\"./polygon\"),p=Object.keys(i),d={\"ISO-3\":l,\"USA-states\":l,\"country names\":function(t){for(var e=0;e<p.length;e++){var r=p[e];if(new RegExp(i[r]).test(t.trim().toLowerCase()))return r}return c.log(\"Unrecognized country name: \"+t+\".\"),!1}};function g(t){var e=t.geojson,r=window.PlotlyGeoAssets||{},n=\"string\"==typeof e?r[e]:e;return u(n)?n:(c.error(\"Oops ... something went wrong when fetching \"+e),!1)}e.exports={locationToFeature:function(t,e,r){if(!e||\"string\"!=typeof e)return!1;var n,i,a,o=d[t](e);if(o){if(\"USA-states\"===t)for(n=[],a=0;a<r.length;a++)(i=r[a]).properties&&i.properties.gu&&\"USA\"===i.properties.gu&&n.push(i);else n=r;for(a=0;a<n.length;a++)if((i=n[a]).id===o)return i;c.log([\"Location with id\",o,\"does not have a matching topojson feature at this resolution.\"].join(\" \"))}return!1},feature2polygons:function(t){var e,r,n,i,a=t.geometry,o=a.coordinates,s=t.id,l=[];function c(t){for(var e=0;e<t.length-1;e++)if(t[e][0]>0&&t[e+1][0]<0)return e;return null}switch(e=\"RUS\"===s||\"FJI\"===s?function(t){var e;if(null===c(t))e=t;else for(e=new Array(t.length),i=0;i<t.length;i++)e[i]=[t[i][0]<0?t[i][0]+360:t[i][0],t[i][1]];l.push(h.tester(e))}:\"ATA\"===s?function(t){var e=c(t);if(null===e)return l.push(h.tester(t));var r=new Array(t.length+1),n=0;for(i=0;i<t.length;i++)i>e?r[n++]=[t[i][0]+360,t[i][1]]:i===e?(r[n++]=t[i],r[n++]=[t[i][0],-90]):r[n++]=t[i];var a=h.tester(r);a.pts.pop(),l.push(a)}:function(t){l.push(h.tester(t))},a.type){case\"MultiPolygon\":for(r=0;r<o.length;r++)for(n=0;n<o[r].length;n++)e(o[r][n]);break;case\"Polygon\":for(r=0;r<o.length;r++)e(o[r])}return l},getTraceGeojson:g,extractTraceFeature:function(t){var e=t[0].trace,r=g(e);if(!r)return!1;var n,i={},s=[];for(n=0;n<e._length;n++){var l=t[n];(l.loc||0===l.loc)&&(i[l.loc]=l)}function u(t){var r=f(t,e.featureidkey||\"id\").get(),n=i[r];if(n){var l=t.geometry;if(\"Polygon\"===l.type||\"MultiPolygon\"===l.type){var u={type:\"Feature\",id:r,geometry:l,properties:{}};u.properties.ct=function(t){var e,r=t.geometry;if(\"MultiPolygon\"===r.type)for(var n=r.coordinates,i=0,s=0;s<n.length;s++){var l={type:\"Polygon\",coordinates:n[s]},c=a.default(l);c>i&&(i=c,e=l)}else e=r;return o.default(e).geometry.coordinates}(u),n.fIn=t,n.fOut=u,s.push(u)}else c.log([\"Location\",n.loc,\"does not have a valid GeoJSON geometry.\",\"Traces with locationmode *geojson-id* only support\",\"*Polygon* and *MultiPolygon* geometries.\"].join(\" \"))}delete i[r]}switch(r.type){case\"FeatureCollection\":var h=r.features;for(n=0;n<h.length;n++)u(h[n]);break;case\"Feature\":u(r);break;default:return c.warn([\"Invalid GeoJSON type\",(r.type||\"none\")+\".\",\"Traces with locationmode *geojson-id* only support\",\"*FeatureCollection* and *Feature* types.\"].join(\" \")),!1}for(var p in i)c.log([\"Location *\"+p+\"*\",\"does not have a matching feature with id-key\",\"*\"+e.featureidkey+\"*.\"].join(\" \"));return s},fetchTraceGeoData:function(t){var e=window.PlotlyGeoAssets||{},r=[];function i(t){return new Promise((function(r,i){n.json(t,(function(n,a){if(n){delete e[t];var o=404===n.status?'GeoJSON at URL \"'+t+'\" does not exist.':\"Unexpected error while fetching from \"+t;return i(new Error(o))}return e[t]=a,r(a)}))}))}function a(t){return new Promise((function(r,n){var i=0,a=setInterval((function(){return e[t]&&\"pending\"!==e[t]?(clearInterval(a),r(e[t])):i>100?(clearInterval(a),n(\"Unexpected error while fetching from \"+t)):void i++}),50)}))}for(var o=0;o<t.length;o++){var s=t[o][0].trace.geojson;\"string\"==typeof s&&(e[s]?\"pending\"===e[s]&&r.push(a(s)):(e[s]=\"pending\",r.push(i(s))))}return r},computeBbox:function(t){return s.default(t)}}},{\"./identity\":776,\"./is_plain_object\":779,\"./loggers\":782,\"./nested_property\":786,\"./polygon\":790,\"@turf/area\":59,\"@turf/bbox\":60,\"@turf/centroid\":61,\"country-regex\":139,d3:169}],772:[function(t,e,r){\"use strict\";var n=t(\"../constants/numerical\").BADNUM;r.calcTraceToLineCoords=function(t){for(var e=t[0].trace.connectgaps,r=[],i=[],a=0;a<t.length;a++){var o=t[a].lonlat;o[0]!==n?i.push(o):!e&&i.length>0&&(r.push(i),i=[])}return i.length>0&&r.push(i),r},r.makeLine=function(t){return 1===t.length?{type:\"LineString\",coordinates:t[0]}:{type:\"MultiLineString\",coordinates:t}},r.makePolygon=function(t){if(1===t.length)return{type:\"Polygon\",coordinates:t};for(var e=new Array(t.length),r=0;r<t.length;r++)e[r]=[t[r]];return{type:\"MultiPolygon\",coordinates:e}},r.makeBlank=function(){return{type:\"Point\",coordinates:[]}}},{\"../constants/numerical\":753}],773:[function(t,e,r){\"use strict\";var n,i,a,o=t(\"./mod\").mod;function s(t,e,r,n,i,a,o,s){var l=r-t,c=i-t,u=o-i,f=n-e,h=a-e,p=s-a,d=l*p-u*f;if(0===d)return null;var g=(c*p-u*h)/d,m=(c*f-l*h)/d;return m<0||m>1||g<0||g>1?null:{x:t+l*g,y:e+f*g}}function l(t,e,r,n,i){var a=n*t+i*e;if(a<0)return n*n+i*i;if(a>r){var o=n-t,s=i-e;return o*o+s*s}var l=n*e-i*t;return l*l/r}r.segmentsIntersect=s,r.segmentDistance=function(t,e,r,n,i,a,o,c){if(s(t,e,r,n,i,a,o,c))return 0;var u=r-t,f=n-e,h=o-i,p=c-a,d=u*u+f*f,g=h*h+p*p,m=Math.min(l(u,f,d,i-t,a-e),l(u,f,d,o-t,c-e),l(h,p,g,t-i,e-a),l(h,p,g,r-i,n-a));return Math.sqrt(m)},r.getTextLocation=function(t,e,r,s){if(t===i&&s===a||(n={},i=t,a=s),n[r])return n[r];var l=t.getPointAtLength(o(r-s/2,e)),c=t.getPointAtLength(o(r+s/2,e)),u=Math.atan((c.y-l.y)/(c.x-l.x)),f=t.getPointAtLength(o(r,e)),h={x:(4*f.x+l.x+c.x)/6,y:(4*f.y+l.y+c.y)/6,theta:u};return n[r]=h,h},r.clearLocationCache=function(){i=null},r.getVisibleSegment=function(t,e,r){var n,i,a=e.left,o=e.right,s=e.top,l=e.bottom,c=0,u=t.getTotalLength(),f=u;function h(e){var r=t.getPointAtLength(e);0===e?n=r:e===u&&(i=r);var c=r.x<a?a-r.x:r.x>o?r.x-o:0,f=r.y<s?s-r.y:r.y>l?r.y-l:0;return Math.sqrt(c*c+f*f)}for(var p=h(c);p;){if((c+=p+r)>f)return;p=h(c)}for(p=h(f);p;){if(c>(f-=p+r))return;p=h(f)}return{min:c,max:f,len:f-c,total:u,isClosed:0===c&&f===u&&Math.abs(n.x-i.x)<.1&&Math.abs(n.y-i.y)<.1}},r.findPointOnPath=function(t,e,r,n){for(var i,a,o,s=(n=n||{}).pathLength||t.getTotalLength(),l=n.tolerance||.001,c=n.iterationLimit||30,u=t.getPointAtLength(0)[r]>t.getPointAtLength(s)[r]?-1:1,f=0,h=0,p=s;f<c;){if(i=(h+p)/2,o=(a=t.getPointAtLength(i))[r]-e,Math.abs(o)<l)return a;u*o>0?p=i:h=i,f++}return a}},{\"./mod\":785}],774:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"tinycolor2\"),a=t(\"color-normalize\"),o=t(\"../components/colorscale\"),s=t(\"../components/color/attributes\").defaultLine,l=t(\"./array\").isArrayOrTypedArray,c=a(s);function u(t,e){var r=t;return r[3]*=e,r}function f(t){if(n(t))return c;var e=a(t);return e.length?e:c}function h(t){return n(t)?t:1}e.exports={formatColor:function(t,e,r){var n,i,s,p,d,g=t.color,m=l(g),v=l(e),y=o.extractOpts(t),x=[];if(n=void 0!==y.colorscale?o.makeColorScaleFuncFromTrace(t):f,i=m?function(t,e){return void 0===t[e]?c:a(n(t[e]))}:f,s=v?function(t,e){return void 0===t[e]?1:h(t[e])}:h,m||v)for(var b=0;b<r;b++)p=i(g,b),d=s(e,b),x[b]=u(p,d);else x=u(a(g),e);return x},parseColorScale:function(t){var e=o.extractOpts(t),r=e.colorscale;return e.reversescale&&(r=o.flipScale(e.colorscale)),r.map((function(t){var e=t[0],r=i(t[1]).toRgb();return{index:e,rgb:[r.r,r.g,r.b,r.a]}}))}}},{\"../components/color/attributes\":642,\"../components/colorscale\":655,\"./array\":760,\"color-normalize\":125,\"fast-isnumeric\":241,tinycolor2:576}],775:[function(t,e,r){\"use strict\";var n=t(\"./identity\");function i(t){return[t]}e.exports={keyFun:function(t){return t.key},repeat:i,descend:n,wrap:i,unwrap:function(t){return t[0]}}},{\"./identity\":776}],776:[function(t,e,r){\"use strict\";e.exports=function(t){return t}},{}],777:[function(t,e,r){\"use strict\";e.exports=function(t,e){if(!e)return t;var r=1/Math.abs(e),n=r>1?(r*t+r*e)/r:t+e,i=String(n).length;if(i>16){var a=String(e).length;if(i>=String(t).length+a){var o=parseFloat(n).toPrecision(12);-1===o.indexOf(\"e+\")&&(n=+o)}}return n}},{}],778:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"d3-time-format\").utcFormat,a=t(\"fast-isnumeric\"),o=t(\"../constants/numerical\"),s=o.FP_SAFE,l=o.BADNUM,c=e.exports={};c.nestedProperty=t(\"./nested_property\"),c.keyedContainer=t(\"./keyed_container\"),c.relativeAttr=t(\"./relative_attr\"),c.isPlainObject=t(\"./is_plain_object\"),c.toLogRange=t(\"./to_log_range\"),c.relinkPrivateKeys=t(\"./relink_private\");var u=t(\"./array\");c.isTypedArray=u.isTypedArray,c.isArrayOrTypedArray=u.isArrayOrTypedArray,c.isArray1D=u.isArray1D,c.ensureArray=u.ensureArray,c.concat=u.concat,c.maxRowLength=u.maxRowLength,c.minRowLength=u.minRowLength;var f=t(\"./mod\");c.mod=f.mod,c.modHalf=f.modHalf;var h=t(\"./coerce\");c.valObjectMeta=h.valObjectMeta,c.coerce=h.coerce,c.coerce2=h.coerce2,c.coerceFont=h.coerceFont,c.coerceHoverinfo=h.coerceHoverinfo,c.coerceSelectionMarkerOpacity=h.coerceSelectionMarkerOpacity,c.validate=h.validate;var p=t(\"./dates\");c.dateTime2ms=p.dateTime2ms,c.isDateTime=p.isDateTime,c.ms2DateTime=p.ms2DateTime,c.ms2DateTimeLocal=p.ms2DateTimeLocal,c.cleanDate=p.cleanDate,c.isJSDate=p.isJSDate,c.formatDate=p.formatDate,c.incrementMonth=p.incrementMonth,c.dateTick0=p.dateTick0,c.dfltRange=p.dfltRange,c.findExactDates=p.findExactDates,c.MIN_MS=p.MIN_MS,c.MAX_MS=p.MAX_MS;var d=t(\"./search\");c.findBin=d.findBin,c.sorterAsc=d.sorterAsc,c.sorterDes=d.sorterDes,c.distinctVals=d.distinctVals,c.roundUp=d.roundUp,c.sort=d.sort,c.findIndexOfMin=d.findIndexOfMin;var g=t(\"./stats\");c.aggNums=g.aggNums,c.len=g.len,c.mean=g.mean,c.median=g.median,c.midRange=g.midRange,c.variance=g.variance,c.stdev=g.stdev,c.interp=g.interp;var m=t(\"./matrix\");c.init2dArray=m.init2dArray,c.transposeRagged=m.transposeRagged,c.dot=m.dot,c.translationMatrix=m.translationMatrix,c.rotationMatrix=m.rotationMatrix,c.rotationXYMatrix=m.rotationXYMatrix,c.apply3DTransform=m.apply3DTransform,c.apply2DTransform=m.apply2DTransform,c.apply2DTransform2=m.apply2DTransform2,c.convertCssMatrix=m.convertCssMatrix,c.inverseTransformMatrix=m.inverseTransformMatrix;var v=t(\"./angles\");c.deg2rad=v.deg2rad,c.rad2deg=v.rad2deg,c.angleDelta=v.angleDelta,c.angleDist=v.angleDist,c.isFullCircle=v.isFullCircle,c.isAngleInsideSector=v.isAngleInsideSector,c.isPtInsideSector=v.isPtInsideSector,c.pathArc=v.pathArc,c.pathSector=v.pathSector,c.pathAnnulus=v.pathAnnulus;var y=t(\"./anchor_utils\");c.isLeftAnchor=y.isLeftAnchor,c.isCenterAnchor=y.isCenterAnchor,c.isRightAnchor=y.isRightAnchor,c.isTopAnchor=y.isTopAnchor,c.isMiddleAnchor=y.isMiddleAnchor,c.isBottomAnchor=y.isBottomAnchor;var x=t(\"./geometry2d\");c.segmentsIntersect=x.segmentsIntersect,c.segmentDistance=x.segmentDistance,c.getTextLocation=x.getTextLocation,c.clearLocationCache=x.clearLocationCache,c.getVisibleSegment=x.getVisibleSegment,c.findPointOnPath=x.findPointOnPath;var b=t(\"./extend\");c.extendFlat=b.extendFlat,c.extendDeep=b.extendDeep,c.extendDeepAll=b.extendDeepAll,c.extendDeepNoArrays=b.extendDeepNoArrays;var _=t(\"./loggers\");c.log=_.log,c.warn=_.warn,c.error=_.error;var w=t(\"./regex\");c.counterRegex=w.counter;var T=t(\"./throttle\");c.throttle=T.throttle,c.throttleDone=T.done,c.clearThrottle=T.clear;var k=t(\"./dom\");function M(t){var e={};for(var r in t)for(var n=t[r],i=0;i<n.length;i++)e[n[i]]=+r;return e}c.getGraphDiv=k.getGraphDiv,c.isPlotDiv=k.isPlotDiv,c.removeElement=k.removeElement,c.addStyleRule=k.addStyleRule,c.addRelatedStyleRule=k.addRelatedStyleRule,c.deleteRelatedStyleRule=k.deleteRelatedStyleRule,c.getFullTransformMatrix=k.getFullTransformMatrix,c.getElementTransformMatrix=k.getElementTransformMatrix,c.getElementAndAncestors=k.getElementAndAncestors,c.equalDomRects=k.equalDomRects,c.clearResponsive=t(\"./clear_responsive\"),c.preserveDrawingBuffer=t(\"./preserve_drawing_buffer\"),c.makeTraceGroups=t(\"./make_trace_groups\"),c._=t(\"./localize\"),c.notifier=t(\"./notifier\"),c.filterUnique=t(\"./filter_unique\"),c.filterVisible=t(\"./filter_visible\"),c.pushUnique=t(\"./push_unique\"),c.increment=t(\"./increment\"),c.cleanNumber=t(\"./clean_number\"),c.ensureNumber=function(t){return a(t)?(t=Number(t))<-s||t>s?l:a(t)?Number(t):l:l},c.isIndex=function(t,e){return!(void 0!==e&&t>=e)&&(a(t)&&t>=0&&t%1==0)},c.noop=t(\"./noop\"),c.identity=t(\"./identity\"),c.repeat=function(t,e){for(var r=new Array(e),n=0;n<e;n++)r[n]=t;return r},c.swapAttrs=function(t,e,r,n){r||(r=\"x\"),n||(n=\"y\");for(var i=0;i<e.length;i++){var a=e[i],o=c.nestedProperty(t,a.replace(\"?\",r)),s=c.nestedProperty(t,a.replace(\"?\",n)),l=o.get();o.set(s.get()),s.set(l)}},c.raiseToTop=function(t){t.parentNode.appendChild(t)},c.cancelTransition=function(t){return t.transition().duration(0)},c.constrain=function(t,e,r){return e>r?Math.max(r,Math.min(e,t)):Math.max(e,Math.min(r,t))},c.bBoxIntersect=function(t,e,r){return r=r||0,t.left<=e.right+r&&e.left<=t.right+r&&t.top<=e.bottom+r&&e.top<=t.bottom+r},c.simpleMap=function(t,e,r,n,i){for(var a=t.length,o=new Array(a),s=0;s<a;s++)o[s]=e(t[s],r,n,i);return o},c.randstr=function t(e,r,n,i){if(n||(n=16),void 0===r&&(r=24),r<=0)return\"0\";var a,o,s=Math.log(Math.pow(2,r))/Math.log(n),l=\"\";for(a=2;s===1/0;a*=2)s=Math.log(Math.pow(2,r/a))/Math.log(n)*a;var u=s-Math.floor(s);for(a=0;a<Math.floor(s);a++)l=Math.floor(Math.random()*n).toString(n)+l;u&&(o=Math.pow(n,u),l=Math.floor(Math.random()*o).toString(n)+l);var f=parseInt(l,n);return e&&e[l]||f!==1/0&&f>=Math.pow(2,r)?i>10?(c.warn(\"randstr failed uniqueness\"),l):t(e,r,n,(i||0)+1):l},c.OptionControl=function(t,e){t||(t={}),e||(e=\"opt\");var r={optionList:[],_newoption:function(n){n[e]=t,r[n.name]=n,r.optionList.push(n)}};return r[\"_\"+e]=t,r},c.smooth=function(t,e){if((e=Math.round(e)||0)<2)return t;var r,n,i,a,o=t.length,s=2*o,l=2*e-1,c=new Array(l),u=new Array(o);for(r=0;r<l;r++)c[r]=(1-Math.cos(Math.PI*(r+1)/e))/(2*e);for(r=0;r<o;r++){for(a=0,n=0;n<l;n++)(i=r+n+1-e)<-o?i-=s*Math.round(i/s):i>=s&&(i-=s*Math.floor(i/s)),i<0?i=-1-i:i>=o&&(i=s-1-i),a+=t[i]*c[n];u[r]=a}return u},c.syncOrAsync=function(t,e,r){var n;function i(){return c.syncOrAsync(t,e,r)}for(;t.length;)if((n=(0,t.splice(0,1)[0])(e))&&n.then)return n.then(i).then(void 0,c.promiseError);return r&&r(e)},c.stripTrailingSlash=function(t){return\"/\"===t.substr(-1)?t.substr(0,t.length-1):t},c.noneOrAll=function(t,e,r){if(t){var n,i=!1,a=!0;for(n=0;n<r.length;n++)null!=t[r[n]]?i=!0:a=!1;if(i&&!a)for(n=0;n<r.length;n++)t[r[n]]=e[r[n]]}},c.mergeArray=function(t,e,r,n){var i=\"function\"==typeof n;if(c.isArrayOrTypedArray(t))for(var a=Math.min(t.length,e.length),o=0;o<a;o++){var s=t[o];e[o][r]=i?n(s):s}},c.mergeArrayCastPositive=function(t,e,r){return c.mergeArray(t,e,r,(function(t){var e=+t;return isFinite(e)&&e>0?e:0}))},c.fillArray=function(t,e,r,n){if(n=n||c.identity,c.isArrayOrTypedArray(t))for(var i=0;i<e.length;i++)e[i][r]=n(t[i])},c.castOption=function(t,e,r,n){n=n||c.identity;var i=c.nestedProperty(t,r).get();return c.isArrayOrTypedArray(i)?Array.isArray(e)&&c.isArrayOrTypedArray(i[e[0]])?n(i[e[0]][e[1]]):n(i[e]):i},c.extractOption=function(t,e,r,n){if(r in t)return t[r];var i=c.nestedProperty(e,n).get();return Array.isArray(i)?void 0:i},c.tagSelected=function(t,e,r){var n,i,a=e.selectedpoints,o=e._indexToPoints;o&&(n=M(o));for(var s=0;s<a.length;s++){var l=a[s];if(c.isIndex(l)||c.isArrayOrTypedArray(l)&&c.isIndex(l[0])&&c.isIndex(l[1])){var u=n?n[l]:l,f=r?r[u]:u;void 0!==(i=f)&&i<t.length&&(t[f].selected=1)}}},c.selIndices2selPoints=function(t){var e=t.selectedpoints,r=t._indexToPoints;if(r){for(var n=M(r),i=[],a=0;a<e.length;a++){var o=e[a];if(c.isIndex(o)){var s=n[o];c.isIndex(s)&&i.push(s)}}return i}return e},c.getTargetArray=function(t,e){var r=e.target;if(\"string\"==typeof r&&r){var n=c.nestedProperty(t,r).get();return!!Array.isArray(n)&&n}return!!Array.isArray(r)&&r},c.minExtend=function(t,e){var r={};\"object\"!=typeof e&&(e={});var n,i,a,o=Object.keys(t);for(n=0;n<o.length;n++)a=t[i=o[n]],\"_\"!==i.charAt(0)&&\"function\"!=typeof a&&(\"module\"===i?r[i]=a:Array.isArray(a)?r[i]=\"colorscale\"===i?a.slice():a.slice(0,3):c.isTypedArray(a)?r[i]=a.subarray(0,3):r[i]=a&&\"object\"==typeof a?c.minExtend(t[i],e[i]):a);for(o=Object.keys(e),n=0;n<o.length;n++)\"object\"==typeof(a=e[i=o[n]])&&i in r&&\"object\"==typeof r[i]||(r[i]=a);return r},c.titleCase=function(t){return t.charAt(0).toUpperCase()+t.substr(1)},c.containsAny=function(t,e){for(var r=0;r<e.length;r++)if(-1!==t.indexOf(e[r]))return!0;return!1},c.isIE=function(){return\"undefined\"!=typeof window.navigator.msSaveBlob};var A=/MSIE [1-9]\\./;c.isIE9orBelow=function(){return c.isIE()&&A.test(window.navigator.userAgent)};var S=/Version\\/[\\d\\.]+.*Safari/;c.isSafari=function(){return S.test(window.navigator.userAgent)};var E=/iPad|iPhone|iPod/;c.isIOS=function(){return E.test(window.navigator.userAgent)},c.isD3Selection=function(t){return t&&\"function\"==typeof t.classed},c.ensureSingle=function(t,e,r,n){var i=t.select(e+(r?\".\"+r:\"\"));if(i.size())return i;var a=t.append(e);return r&&a.classed(r,!0),n&&a.call(n),a},c.ensureSingleById=function(t,e,r,n){var i=t.select(e+\"#\"+r);if(i.size())return i;var a=t.append(e).attr(\"id\",r);return n&&a.call(n),a},c.objectFromPath=function(t,e){for(var r,n=t.split(\".\"),i=r={},a=0;a<n.length;a++){var o=n[a],s=null,l=n[a].match(/(.*)\\[([0-9]+)\\]/);l?(o=l[1],s=l[2],r=r[o]=[],a===n.length-1?r[s]=e:r[s]={},r=r[s]):(a===n.length-1?r[o]=e:r[o]={},r=r[o])}return i};var C=/^([^\\[\\.]+)\\.(.+)?/,L=/^([^\\.]+)\\[([0-9]+)\\](\\.)?(.+)?/;c.expandObjectPaths=function(t){var e,r,n,i,a,o,s;if(\"object\"==typeof t&&!Array.isArray(t))for(r in t)t.hasOwnProperty(r)&&((e=r.match(C))?(i=t[r],n=e[1],delete t[r],t[n]=c.extendDeepNoArrays(t[n]||{},c.objectFromPath(r,c.expandObjectPaths(i))[n])):(e=r.match(L))?(i=t[r],n=e[1],a=parseInt(e[2]),delete t[r],t[n]=t[n]||[],\".\"===e[3]?(s=e[4],o=t[n][a]=t[n][a]||{},c.extendDeepNoArrays(o,c.objectFromPath(s,c.expandObjectPaths(i)))):t[n][a]=c.expandObjectPaths(i)):t[r]=c.expandObjectPaths(t[r]));return t},c.numSeparate=function(t,e,r){if(r||(r=!1),\"string\"!=typeof e||0===e.length)throw new Error(\"Separator string required for formatting!\");\"number\"==typeof t&&(t=String(t));var n=/(\\d+)(\\d{3})/,i=e.charAt(0),a=e.charAt(1),o=t.split(\".\"),s=o[0],l=o.length>1?i+o[1]:\"\";if(a&&(o.length>1||s.length>4||r))for(;n.test(s);)s=s.replace(n,\"$1\"+a+\"$2\");return s+l},c.TEMPLATE_STRING_REGEX=/%{([^\\s%{}:]*)([:|\\|][^}]*)?}/g;var I=/^\\w*$/;c.templateString=function(t,e){var r={};return t.replace(c.TEMPLATE_STRING_REGEX,(function(t,n){var i;return I.test(n)?i=e[n]:(r[n]=r[n]||c.nestedProperty(e,n).get,i=r[n]()),c.isValidTextValue(i)?i:\"\"}))};var P={max:10,count:0,name:\"hovertemplate\"};c.hovertemplateString=function(){return D.apply(P,arguments)};var z={max:10,count:0,name:\"texttemplate\"};c.texttemplateString=function(){return D.apply(z,arguments)};var O=/^[:|\\|]/;function D(t,e,r){var a=this,o=arguments;e||(e={});var s={};return t.replace(c.TEMPLATE_STRING_REGEX,(function(t,l,u){var f,h,p,d;for(p=3;p<o.length;p++)if(f=o[p]){if(f.hasOwnProperty(l)){h=f[l];break}if(I.test(l)||(h=s[l]||c.nestedProperty(f,l).get())&&(s[l]=h),void 0!==h)break}if(void 0===h&&a)return a.count<a.max&&(c.warn(\"Variable '\"+l+\"' in \"+a.name+\" could not be found!\"),h=t),a.count===a.max&&c.warn(\"Too many \"+a.name+\" warnings - additional warnings will be suppressed\"),a.count++,t;if(u){if(\":\"===u[0]&&(h=(d=r?r.numberFormat:n.format)(u.replace(O,\"\"))(h)),\"|\"===u[0]){d=r?r.timeFormat:i;var g=c.dateTime2ms(h);h=c.formatDate(g,u.replace(O,\"\"),!1,d)}}else e.hasOwnProperty(l+\"Label\")&&(h=e[l+\"Label\"]);return h}))}c.subplotSort=function(t,e){for(var r=Math.min(t.length,e.length)+1,n=0,i=0,a=0;a<r;a++){var o=t.charCodeAt(a)||0,s=e.charCodeAt(a)||0,l=o>=48&&o<=57,c=s>=48&&s<=57;if(l&&(n=10*n+o-48),c&&(i=10*i+s-48),!l||!c){if(n!==i)return n-i;if(o!==s)return o-s}}return i-n};var R=2e9;c.seedPseudoRandom=function(){R=2e9},c.pseudoRandom=function(){var t=R;return R=(69069*R+1)%4294967296,Math.abs(R-t)<429496729?c.pseudoRandom():R/4294967296},c.fillText=function(t,e,r){var n=Array.isArray(r)?function(t){r.push(t)}:function(t){r.text=t},i=c.extractOption(t,e,\"htx\",\"hovertext\");if(c.isValidTextValue(i))return n(i);var a=c.extractOption(t,e,\"tx\",\"text\");return c.isValidTextValue(a)?n(a):void 0},c.isValidTextValue=function(t){return t||0===t},c.formatPercent=function(t,e){e=e||0;for(var r=(Math.round(100*t*Math.pow(10,e))*Math.pow(.1,e)).toFixed(e)+\"%\",n=0;n<e;n++)-1!==r.indexOf(\".\")&&(r=(r=r.replace(\"0%\",\"%\")).replace(\".%\",\"%\"));return r},c.isHidden=function(t){var e=window.getComputedStyle(t).display;return!e||\"none\"===e},c.strTranslate=function(t,e){return t||e?\"translate(\"+t+\",\"+e+\")\":\"\"},c.strRotate=function(t){return t?\"rotate(\"+t+\")\":\"\"},c.strScale=function(t){return 1!==t?\"scale(\"+t+\")\":\"\"},c.getTextTransform=function(t){var e=t.noCenter,r=t.textX,n=t.textY,i=t.targetX,a=t.targetY,o=t.anchorX||0,s=t.anchorY||0,l=t.rotate,u=t.scale;return u?u>1&&(u=1):u=0,c.strTranslate(i-u*(r+o),a-u*(n+s))+c.strScale(u)+(l?\"rotate(\"+l+(e?\"\":\" \"+r+\" \"+n)+\")\":\"\")},c.ensureUniformFontSize=function(t,e){var r=c.extendFlat({},e);return r.size=Math.max(e.size,t._fullLayout.uniformtext.minsize||0),r},c.join2=function(t,e,r){var n=t.length;return n>1?t.slice(0,-1).join(e)+r+t[n-1]:t.join(e)}},{\"../constants/numerical\":753,\"./anchor_utils\":758,\"./angles\":759,\"./array\":760,\"./clean_number\":761,\"./clear_responsive\":763,\"./coerce\":764,\"./dates\":765,\"./dom\":766,\"./extend\":768,\"./filter_unique\":769,\"./filter_visible\":770,\"./geometry2d\":773,\"./identity\":776,\"./increment\":777,\"./is_plain_object\":779,\"./keyed_container\":780,\"./localize\":781,\"./loggers\":782,\"./make_trace_groups\":783,\"./matrix\":784,\"./mod\":785,\"./nested_property\":786,\"./noop\":787,\"./notifier\":788,\"./preserve_drawing_buffer\":792,\"./push_unique\":793,\"./regex\":795,\"./relative_attr\":796,\"./relink_private\":797,\"./search\":798,\"./stats\":801,\"./throttle\":804,\"./to_log_range\":805,d3:169,\"d3-time-format\":166,\"fast-isnumeric\":241}],779:[function(t,e,r){\"use strict\";e.exports=function(t){return window&&window.process&&window.process.versions?\"[object Object]\"===Object.prototype.toString.call(t):\"[object Object]\"===Object.prototype.toString.call(t)&&Object.getPrototypeOf(t)===Object.prototype}},{}],780:[function(t,e,r){\"use strict\";var n=t(\"./nested_property\"),i=/^\\w*$/;e.exports=function(t,e,r,a){var o,s,l;r=r||\"name\",a=a||\"value\";var c={};e&&e.length?(l=n(t,e),s=l.get()):s=t,e=e||\"\";var u={};if(s)for(o=0;o<s.length;o++)u[s[o][r]]=o;var f=i.test(a),h={set:function(t,e){var i=null===e?4:0;if(!s){if(!l||4===i)return;s=[],l.set(s)}var o=u[t];if(void 0===o){if(4===i)return;i|=3,o=s.length,u[t]=o}else e!==(f?s[o][a]:n(s[o],a).get())&&(i|=2);var p=s[o]=s[o]||{};return p[r]=t,f?p[a]=e:n(p,a).set(e),null!==e&&(i&=-5),c[o]=c[o]|i,h},get:function(t){if(s){var e=u[t];return void 0===e?void 0:f?s[e][a]:n(s[e],a).get()}},rename:function(t,e){var n=u[t];return void 0===n||(c[n]=1|c[n],u[e]=n,delete u[t],s[n][r]=e),h},remove:function(t){var e=u[t];if(void 0===e)return h;var i=s[e];if(Object.keys(i).length>2)return c[e]=2|c[e],h.set(t,null);if(f){for(o=e;o<s.length;o++)c[o]=3|c[o];for(o=e;o<s.length;o++)u[s[o][r]]--;s.splice(e,1),delete u[t]}else n(i,a).set(null),c[e]=6|c[e];return h},constructUpdate:function(){for(var t,i,o={},l=Object.keys(c),u=0;u<l.length;u++)i=l[u],t=e+\"[\"+i+\"]\",s[i]?(1&c[i]&&(o[t+\".\"+r]=s[i][r]),2&c[i]&&(o[t+\".\"+a]=f?4&c[i]?null:s[i][a]:4&c[i]?null:n(s[i],a).get())):o[t]=null;return o}};return h}},{\"./nested_property\":786}],781:[function(t,e,r){\"use strict\";var n=t(\"../registry\");e.exports=function(t,e){for(var r=t._context.locale,i=0;i<2;i++){for(var a=t._context.locales,o=0;o<2;o++){var s=(a[r]||{}).dictionary;if(s){var l=s[e];if(l)return l}a=n.localeRegistry}var c=r.split(\"-\")[0];if(c===r)break;r=c}return e}},{\"../registry\":911}],782:[function(t,e,r){\"use strict\";var n=t(\"../plot_api/plot_config\").dfltConfig,i=t(\"./notifier\"),a=e.exports={};function o(t,e){if(t&&t.apply)try{return void t.apply(console,e)}catch(t){}for(var r=0;r<e.length;r++)try{t(e[r])}catch(t){console.log(e[r])}}a.log=function(){var t;if(n.logging>1){var e=[\"LOG:\"];for(t=0;t<arguments.length;t++)e.push(arguments[t]);o(console.trace||console.log,e)}if(n.notifyOnLogging>1){var r=[];for(t=0;t<arguments.length;t++)r.push(arguments[t]);i(r.join(\"<br>\"),\"long\")}},a.warn=function(){var t;if(n.logging>0){var e=[\"WARN:\"];for(t=0;t<arguments.length;t++)e.push(arguments[t]);o(console.trace||console.log,e)}if(n.notifyOnLogging>0){var r=[];for(t=0;t<arguments.length;t++)r.push(arguments[t]);i(r.join(\"<br>\"),\"stick\")}},a.error=function(){var t;if(n.logging>0){var e=[\"ERROR:\"];for(t=0;t<arguments.length;t++)e.push(arguments[t]);o(console.error,e)}if(n.notifyOnLogging>0){var r=[];for(t=0;t<arguments.length;t++)r.push(arguments[t]);i(r.join(\"<br>\"),\"stick\")}}},{\"../plot_api/plot_config\":815,\"./notifier\":788}],783:[function(t,e,r){\"use strict\";var n=t(\"d3\");e.exports=function(t,e,r){var i=t.selectAll(\"g.\"+r.replace(/\\s/g,\".\")).data(e,(function(t){return t[0].trace.uid}));i.exit().remove(),i.enter().append(\"g\").attr(\"class\",r),i.order();var a=t.classed(\"rangeplot\")?\"nodeRangePlot3\":\"node3\";return i.each((function(t){t[0][a]=n.select(this)})),i}},{d3:169}],784:[function(t,e,r){\"use strict\";var n=t(\"gl-mat4\");r.init2dArray=function(t,e){for(var r=new Array(t),n=0;n<t;n++)r[n]=new Array(e);return r},r.transposeRagged=function(t){var e,r,n=0,i=t.length;for(e=0;e<i;e++)n=Math.max(n,t[e].length);var a=new Array(n);for(e=0;e<n;e++)for(a[e]=new Array(i),r=0;r<i;r++)a[e][r]=t[r][e];return a},r.dot=function(t,e){if(!t.length||!e.length||t.length!==e.length)return null;var n,i,a=t.length;if(t[0].length)for(n=new Array(a),i=0;i<a;i++)n[i]=r.dot(t[i],e);else if(e[0].length){var o=r.transposeRagged(e);for(n=new Array(o.length),i=0;i<o.length;i++)n[i]=r.dot(t,o[i])}else for(n=0,i=0;i<a;i++)n+=t[i]*e[i];return n},r.translationMatrix=function(t,e){return[[1,0,t],[0,1,e],[0,0,1]]},r.rotationMatrix=function(t){var e=t*Math.PI/180;return[[Math.cos(e),-Math.sin(e),0],[Math.sin(e),Math.cos(e),0],[0,0,1]]},r.rotationXYMatrix=function(t,e,n){return r.dot(r.dot(r.translationMatrix(e,n),r.rotationMatrix(t)),r.translationMatrix(-e,-n))},r.apply3DTransform=function(t){return function(){var e=arguments,n=1===arguments.length?e[0]:[e[0],e[1],e[2]||0];return r.dot(t,[n[0],n[1],n[2],1]).slice(0,3)}},r.apply2DTransform=function(t){return function(){var e=arguments;3===e.length&&(e=e[0]);var n=1===arguments.length?e[0]:[e[0],e[1]];return r.dot(t,[n[0],n[1],1]).slice(0,2)}},r.apply2DTransform2=function(t){var e=r.apply2DTransform(t);return function(t){return e(t.slice(0,2)).concat(e(t.slice(2,4)))}},r.convertCssMatrix=function(t){if(t){var e=t.length;if(16===e)return t;if(6===e)return[t[0],t[1],0,0,t[2],t[3],0,0,0,0,1,0,t[4],t[5],0,1]}return[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]},r.inverseTransformMatrix=function(t){var e=[];return n.invert(e,t),[[e[0],e[1],e[2],e[3]],[e[4],e[5],e[6],e[7]],[e[8],e[9],e[10],e[11]],[e[12],e[13],e[14],e[15]]]}},{\"gl-mat4\":292}],785:[function(t,e,r){\"use strict\";e.exports={mod:function(t,e){var r=t%e;return r<0?r+e:r},modHalf:function(t,e){return Math.abs(t)>e/2?t-Math.round(t/e)*e:t}}},{}],786:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"./array\").isArrayOrTypedArray;function a(t,e){return function(){var r,n,o,s,l,c=t;for(s=0;s<e.length-1;s++){if(-1===(r=e[s])){for(n=!0,o=[],l=0;l<c.length;l++)o[l]=a(c[l],e.slice(s+1))(),o[l]!==o[0]&&(n=!1);return n?o[0]:o}if(\"number\"==typeof r&&!i(c))return;if(\"object\"!=typeof(c=c[r])||null===c)return}if(\"object\"==typeof c&&null!==c&&null!==(o=c[e[s]]))return o}}e.exports=function(t,e){if(n(e))e=String(e);else if(\"string\"!=typeof e||\"[-1]\"===e.substr(e.length-4))throw\"bad property string\";for(var r,i,o,s=0,c=e.split(\".\");s<c.length;){if(r=String(c[s]).match(/^([^\\[\\]]*)((\\[\\-?[0-9]*\\])+)$/)){if(r[1])c[s]=r[1];else{if(0!==s)throw\"bad property string\";c.splice(0,1)}for(i=r[2].substr(1,r[2].length-2).split(\"][\"),o=0;o<i.length;o++)s++,c.splice(s,0,Number(i[o]))}s++}return\"object\"!=typeof t?function(t,e,r){return{set:function(){throw\"bad container\"},get:function(){},astr:e,parts:r,obj:t}}(t,e,c):{set:l(t,c,e),get:a(t,c),astr:e,parts:c,obj:t}};var o=/(^|\\.)args\\[/;function s(t,e){return void 0===t||null===t&&!e.match(o)}function l(t,e,r){return function(n){var a,o,l=t,h=\"\",p=[[t,h]],d=s(n,r);for(o=0;o<e.length-1;o++){if(\"number\"==typeof(a=e[o])&&!i(l))throw\"array index but container is not an array\";if(-1===a){if(d=!u(l,e.slice(o+1),n,r))break;return}if(!f(l,a,e[o+1],d))break;if(\"object\"!=typeof(l=l[a])||null===l)throw\"container is not an object\";h=c(h,a),p.push([l,h])}if(d){if(o===e.length-1&&(delete l[e[o]],Array.isArray(l)&&+e[o]==l.length-1))for(;l.length&&void 0===l[l.length-1];)l.pop()}else l[e[o]]=n}}function c(t,e){var r=e;return n(e)?r=\"[\"+e+\"]\":t&&(r=\".\"+e),t+r}function u(t,e,r,n){var a,o=i(r),c=!0,u=r,h=n.replace(\"-1\",0),p=!o&&s(r,h),d=e[0];for(a=0;a<t.length;a++)h=n.replace(\"-1\",a),o&&(p=s(u=r[a%r.length],h)),p&&(c=!1),f(t,a,d,p)&&l(t[a],e,n.replace(\"-1\",a))(u);return c}function f(t,e,r,n){if(void 0===t[e]){if(n)return!1;t[e]=\"number\"==typeof r?[]:{}}return!0}},{\"./array\":760,\"fast-isnumeric\":241}],787:[function(t,e,r){\"use strict\";e.exports=function(){}},{}],788:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"fast-isnumeric\"),a=[];e.exports=function(t,e){if(-1===a.indexOf(t)){a.push(t);var r=1e3;i(e)?r=e:\"long\"===e&&(r=3e3);var o=n.select(\"body\").selectAll(\".plotly-notifier\").data([0]);o.enter().append(\"div\").classed(\"plotly-notifier\",!0),o.selectAll(\".notifier-note\").data(a).enter().append(\"div\").classed(\"notifier-note\",!0).style(\"opacity\",0).each((function(t){var i=n.select(this);i.append(\"button\").classed(\"notifier-close\",!0).html(\"&times;\").on(\"click\",(function(){i.transition().call(s)}));for(var a=i.append(\"p\"),o=t.split(/<br\\s*\\/?>/g),l=0;l<o.length;l++)l&&a.append(\"br\"),a.append(\"span\").text(o[l]);\"stick\"===e?i.transition().duration(350).style(\"opacity\",1):i.transition().duration(700).style(\"opacity\",1).transition().delay(r).call(s)}))}function s(t){t.duration(700).style(\"opacity\",0).each(\"end\",(function(t){var e=a.indexOf(t);-1!==e&&a.splice(e,1),n.select(this).remove()}))}}},{d3:169,\"fast-isnumeric\":241}],789:[function(t,e,r){\"use strict\";var n=t(\"./setcursor\"),i=\"data-savedcursor\";e.exports=function(t,e){var r=t.attr(i);if(e){if(!r){for(var a=(t.attr(\"class\")||\"\").split(\" \"),o=0;o<a.length;o++){var s=a[o];0===s.indexOf(\"cursor-\")&&t.attr(i,s.substr(7)).classed(s,!1)}t.attr(i)||t.attr(i,\"!!\")}n(t,e)}else r&&(t.attr(i,null),\"!!\"===r?n(t):n(t,r))}},{\"./setcursor\":799}],790:[function(t,e,r){\"use strict\";var n=t(\"./matrix\").dot,i=t(\"../constants/numerical\").BADNUM,a=e.exports={};a.tester=function(t){var e,r=t.slice(),n=r[0][0],a=n,o=r[0][1],s=o;for(r.push(r[0]),e=1;e<r.length;e++)n=Math.min(n,r[e][0]),a=Math.max(a,r[e][0]),o=Math.min(o,r[e][1]),s=Math.max(s,r[e][1]);var l,c=!1;5===r.length&&(r[0][0]===r[1][0]?r[2][0]===r[3][0]&&r[0][1]===r[3][1]&&r[1][1]===r[2][1]&&(c=!0,l=function(t){return t[0]===r[0][0]}):r[0][1]===r[1][1]&&r[2][1]===r[3][1]&&r[0][0]===r[3][0]&&r[1][0]===r[2][0]&&(c=!0,l=function(t){return t[1]===r[0][1]}));var u=!0,f=r[0];for(e=1;e<r.length;e++)if(f[0]!==r[e][0]||f[1]!==r[e][1]){u=!1;break}return{xmin:n,xmax:a,ymin:o,ymax:s,pts:r,contains:c?function(t,e){var r=t[0],c=t[1];return!(r===i||r<n||r>a||c===i||c<o||c>s)&&(!e||!l(t))}:function(t,e){var l=t[0],c=t[1];if(l===i||l<n||l>a||c===i||c<o||c>s)return!1;var u,f,h,p,d,g=r.length,m=r[0][0],v=r[0][1],y=0;for(u=1;u<g;u++)if(f=m,h=v,m=r[u][0],v=r[u][1],!(l<(p=Math.min(f,m))||l>Math.max(f,m)||c>Math.max(h,v)))if(c<Math.min(h,v))l!==p&&y++;else{if(c===(d=m===f?c:h+(l-f)*(v-h)/(m-f)))return 1!==u||!e;c<=d&&l!==p&&y++}return y%2==1},isRect:c,degenerate:u}},a.isSegmentBent=function(t,e,r,i){var a,o,s,l=t[e],c=[t[r][0]-l[0],t[r][1]-l[1]],u=n(c,c),f=Math.sqrt(u),h=[-c[1]/f,c[0]/f];for(a=e+1;a<r;a++)if(o=[t[a][0]-l[0],t[a][1]-l[1]],(s=n(o,c))<0||s>u||Math.abs(n(o,h))>i)return!0;return!1},a.filter=function(t,e){var r=[t[0]],n=0,i=0;function o(o){t.push(o);var s=r.length,l=n;r.splice(i+1);for(var c=l+1;c<t.length;c++)(c===t.length-1||a.isSegmentBent(t,l,c+1,e))&&(r.push(t[c]),r.length<s-2&&(n=c,i=r.length-1),l=c)}t.length>1&&o(t.pop());return{addPt:o,raw:t,filtered:r}}},{\"../constants/numerical\":753,\"./matrix\":784}],791:[function(t,e,r){(function(r){(function(){\"use strict\";var n=t(\"./show_no_webgl_msg\"),i=t(\"regl\");e.exports=function(t,e){var a=t._fullLayout,o=!0;return a._glcanvas.each((function(n){if(!n.regl&&(!n.pick||a._has(\"parcoords\"))){try{n.regl=i({canvas:this,attributes:{antialias:!n.pick,preserveDrawingBuffer:!0},pixelRatio:t._context.plotGlPixelRatio||r.devicePixelRatio,extensions:e||[]})}catch(t){o=!1}n.regl||(o=!1),o&&this.addEventListener(\"webglcontextlost\",(function(e){t&&t.emit&&t.emit(\"plotly_webglcontextlost\",{event:e,layer:n.key})}),!1)}})),o||n({container:a._glcontainer.node()}),o}}).call(this)}).call(this,\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:\"undefined\"!=typeof window?window:{})},{\"./show_no_webgl_msg\":800,regl:540}],792:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"is-mobile\");e.exports=function(t){var e;if(\"string\"!=typeof(e=t&&t.hasOwnProperty(\"userAgent\")?t.userAgent:function(){var t;\"undefined\"!=typeof navigator&&(t=navigator.userAgent);t&&t.headers&&\"string\"==typeof t.headers[\"user-agent\"]&&(t=t.headers[\"user-agent\"]);return t}()))return!0;var r=i({ua:{headers:{\"user-agent\":e}},tablet:!0,featureDetect:!1});if(!r)for(var a=e.split(\" \"),o=1;o<a.length;o++){if(-1!==a[o].indexOf(\"Safari\"))for(var s=o-1;s>-1;s--){var l=a[s];if(\"Version/\"===l.substr(0,8)){var c=l.substr(8).split(\".\")[0];if(n(c)&&(c=+c),c>=13)return!0}}}return r}},{\"fast-isnumeric\":241,\"is-mobile\":467}],793:[function(t,e,r){\"use strict\";e.exports=function(t,e){if(e instanceof RegExp){for(var r=e.toString(),n=0;n<t.length;n++)if(t[n]instanceof RegExp&&t[n].toString()===r)return t;t.push(e)}else!e&&0!==e||-1!==t.indexOf(e)||t.push(e);return t}},{}],794:[function(t,e,r){\"use strict\";var n=t(\"../lib\"),i=t(\"../plot_api/plot_config\").dfltConfig;var a={add:function(t,e,r,n,a){var o,s;t.undoQueue=t.undoQueue||{index:0,queue:[],sequence:!1},s=t.undoQueue.index,t.autoplay?t.undoQueue.inSequence||(t.autoplay=!1):(!t.undoQueue.sequence||t.undoQueue.beginSequence?(o={undo:{calls:[],args:[]},redo:{calls:[],args:[]}},t.undoQueue.queue.splice(s,t.undoQueue.queue.length-s,o),t.undoQueue.index+=1):o=t.undoQueue.queue[s-1],t.undoQueue.beginSequence=!1,o&&(o.undo.calls.unshift(e),o.undo.args.unshift(r),o.redo.calls.push(n),o.redo.args.push(a)),t.undoQueue.queue.length>i.queueLength&&(t.undoQueue.queue.shift(),t.undoQueue.index--))},startSequence:function(t){t.undoQueue=t.undoQueue||{index:0,queue:[],sequence:!1},t.undoQueue.sequence=!0,t.undoQueue.beginSequence=!0},stopSequence:function(t){t.undoQueue=t.undoQueue||{index:0,queue:[],sequence:!1},t.undoQueue.sequence=!1,t.undoQueue.beginSequence=!1},undo:function(t){var e,r;if(t.framework&&t.framework.isPolar)t.framework.undo();else if(!(void 0===t.undoQueue||isNaN(t.undoQueue.index)||t.undoQueue.index<=0)){for(t.undoQueue.index--,e=t.undoQueue.queue[t.undoQueue.index],t.undoQueue.inSequence=!0,r=0;r<e.undo.calls.length;r++)a.plotDo(t,e.undo.calls[r],e.undo.args[r]);t.undoQueue.inSequence=!1,t.autoplay=!1}},redo:function(t){var e,r;if(t.framework&&t.framework.isPolar)t.framework.redo();else if(!(void 0===t.undoQueue||isNaN(t.undoQueue.index)||t.undoQueue.index>=t.undoQueue.queue.length)){for(e=t.undoQueue.queue[t.undoQueue.index],t.undoQueue.inSequence=!0,r=0;r<e.redo.calls.length;r++)a.plotDo(t,e.redo.calls[r],e.redo.args[r]);t.undoQueue.inSequence=!1,t.autoplay=!1,t.undoQueue.index++}}};a.plotDo=function(t,e,r){t.autoplay=!0,r=function(t,e){for(var r,i=[],a=0;a<e.length;a++)r=e[a],i[a]=r===t?r:\"object\"==typeof r?Array.isArray(r)?n.extendDeep([],r):n.extendDeepAll({},r):r;return i}(t,r),e.apply(null,r)},e.exports=a},{\"../lib\":778,\"../plot_api/plot_config\":815}],795:[function(t,e,r){\"use strict\";r.counter=function(t,e,r,n){var i=(e||\"\")+(r?\"\":\"$\"),a=!1===n?\"\":\"^\";return\"xy\"===t?new RegExp(a+\"x([2-9]|[1-9][0-9]+)?y([2-9]|[1-9][0-9]+)?\"+i):new RegExp(a+t+\"([2-9]|[1-9][0-9]+)?\"+i)}},{}],796:[function(t,e,r){\"use strict\";var n=/^(.*)(\\.[^\\.\\[\\]]+|\\[\\d\\])$/,i=/^[^\\.\\[\\]]+$/;e.exports=function(t,e){for(;e;){var r=t.match(n);if(r)t=r[1];else{if(!t.match(i))throw new Error(\"bad relativeAttr call:\"+[t,e]);t=\"\"}if(\"^\"!==e.charAt(0))break;e=e.slice(1)}return t&&\"[\"!==e.charAt(0)?t+\".\"+e:t+e}},{}],797:[function(t,e,r){\"use strict\";var n=t(\"./array\").isArrayOrTypedArray,i=t(\"./is_plain_object\");e.exports=function t(e,r){for(var a in r){var o=r[a],s=e[a];if(s!==o)if(\"_\"===a.charAt(0)||\"function\"==typeof o){if(a in e)continue;e[a]=o}else if(n(o)&&n(s)&&i(o[0])){if(\"customdata\"===a||\"ids\"===a)continue;for(var l=Math.min(o.length,s.length),c=0;c<l;c++)s[c]!==o[c]&&i(o[c])&&i(s[c])&&t(s[c],o[c])}else i(o)&&i(s)&&(t(s,o),Object.keys(s).length||delete e[a])}}},{\"./array\":760,\"./is_plain_object\":779}],798:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"./loggers\"),a=t(\"./identity\"),o=t(\"../constants/numerical\").BADNUM;function s(t,e){return t<e}function l(t,e){return t<=e}function c(t,e){return t>e}function u(t,e){return t>=e}r.findBin=function(t,e,r){if(n(e.start))return r?Math.ceil((t-e.start)/e.size-1e-9)-1:Math.floor((t-e.start)/e.size+1e-9);var a,o,f=0,h=e.length,p=0,d=h>1?(e[h-1]-e[0])/(h-1):1;for(o=d>=0?r?s:l:r?u:c,t+=1e-9*d*(r?-1:1)*(d>=0?1:-1);f<h&&p++<100;)o(e[a=Math.floor((f+h)/2)],t)?f=a+1:h=a;return p>90&&i.log(\"Long binary search...\"),f-1},r.sorterAsc=function(t,e){return t-e},r.sorterDes=function(t,e){return e-t},r.distinctVals=function(t,e){var n,i=(e||{}).unitMinDiff,a=t.slice();for(a.sort(r.sorterAsc),n=a.length-1;n>-1&&a[n]===o;n--);var s=1;i||(s=a[n]-a[0]||1);for(var l,c=s/(n||1)/1e4,u=[],f=0;f<=n;f++){var h=a[f],p=h-l;void 0===l?(u.push(h),l=h):p>c&&(s=Math.min(s,p),u.push(h),l=h)}return{vals:u,minDiff:s}},r.roundUp=function(t,e,r){for(var n,i=0,a=e.length-1,o=0,s=r?0:1,l=r?1:0,c=r?Math.ceil:Math.floor;i<a&&o++<100;)e[n=c((i+a)/2)]<=t?i=n+s:a=n-l;return e[i]},r.sort=function(t,e){for(var r=0,n=0,i=1;i<t.length;i++){var a=e(t[i],t[i-1]);if(a<0?r=1:a>0&&(n=1),r&&n)return t.sort(e)}return n?t:t.reverse()},r.findIndexOfMin=function(t,e){e=e||a;for(var r,n=1/0,i=0;i<t.length;i++){var o=e(t[i]);o<n&&(n=o,r=i)}return r}},{\"../constants/numerical\":753,\"./identity\":776,\"./loggers\":782,\"fast-isnumeric\":241}],799:[function(t,e,r){\"use strict\";e.exports=function(t,e){(t.attr(\"class\")||\"\").split(\" \").forEach((function(e){0===e.indexOf(\"cursor-\")&&t.classed(e,!1)})),e&&t.classed(\"cursor-\"+e,!0)}},{}],800:[function(t,e,r){\"use strict\";var n=t(\"../components/color\"),i=function(){};e.exports=function(t){for(var e in t)\"function\"==typeof t[e]&&(t[e]=i);t.destroy=function(){t.container.parentNode.removeChild(t.container)};var r=document.createElement(\"div\");r.className=\"no-webgl\",r.style.cursor=\"pointer\",r.style.fontSize=\"24px\",r.style.color=n.defaults[0],r.style.position=\"absolute\",r.style.left=r.style.top=\"0px\",r.style.width=r.style.height=\"100%\",r.style[\"background-color\"]=n.lightLine,r.style[\"z-index\"]=30;var a=document.createElement(\"p\");return a.textContent=\"WebGL is not supported by your browser - visit https://get.webgl.org for more info\",a.style.position=\"relative\",a.style.top=\"50%\",a.style.left=\"50%\",a.style.height=\"30%\",a.style.width=\"50%\",a.style.margin=\"-15% 0 0 -25%\",r.appendChild(a),t.container.appendChild(r),t.container.style.background=\"#FFFFFF\",t.container.onclick=function(){window.open(\"https://get.webgl.org\")},!1}},{\"../components/color\":643}],801:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"./array\").isArrayOrTypedArray;r.aggNums=function(t,e,a,o){var s,l;if((!o||o>a.length)&&(o=a.length),n(e)||(e=!1),i(a[0])){for(l=new Array(o),s=0;s<o;s++)l[s]=r.aggNums(t,e,a[s]);a=l}for(s=0;s<o;s++)n(e)?n(a[s])&&(e=t(+e,+a[s])):e=a[s];return e},r.len=function(t){return r.aggNums((function(t){return t+1}),0,t)},r.mean=function(t,e){return e||(e=r.len(t)),r.aggNums((function(t,e){return t+e}),0,t)/e},r.midRange=function(t){if(void 0!==t&&0!==t.length)return(r.aggNums(Math.max,null,t)+r.aggNums(Math.min,null,t))/2},r.variance=function(t,e,i){return e||(e=r.len(t)),n(i)||(i=r.mean(t,e)),r.aggNums((function(t,e){return t+Math.pow(e-i,2)}),0,t)/e},r.stdev=function(t,e,n){return Math.sqrt(r.variance(t,e,n))},r.median=function(t){var e=t.slice().sort();return r.interp(e,.5)},r.interp=function(t,e){if(!n(e))throw\"n should be a finite number\";if((e=e*t.length-.5)<0)return t[0];if(e>t.length-1)return t[t.length-1];var r=e%1;return r*t[Math.ceil(e)]+(1-r)*t[Math.floor(e)]}},{\"./array\":760,\"fast-isnumeric\":241}],802:[function(t,e,r){\"use strict\";var n=t(\"color-normalize\");e.exports=function(t){return t?n(t):[0,0,0,1]}},{\"color-normalize\":125}],803:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../lib\"),a=i.strTranslate,o=t(\"../constants/xmlns_namespaces\"),s=t(\"../constants/alignment\").LINE_SPACING;function l(t,e){return t.node().getBoundingClientRect()[e]}var c=/([^$]*)([$]+[^$]*[$]+)([^$]*)/;r.convertToTspans=function(t,e,A){var S=t.text(),C=!t.attr(\"data-notex\")&&\"undefined\"!=typeof MathJax&&S.match(c),L=n.select(t.node().parentNode);if(!L.empty()){var I=t.attr(\"class\")?t.attr(\"class\").split(\" \")[0]:\"text\";return I+=\"-math\",L.selectAll(\"svg.\"+I).remove(),L.selectAll(\"g.\"+I+\"-group\").remove(),t.style(\"display\",null).attr({\"data-unformatted\":S,\"data-math\":\"N\"}),C?(e&&e._promises||[]).push(new Promise((function(e){t.style(\"display\",\"none\");var r=parseInt(t.node().style.fontSize,10),o={fontSize:r};!function(t,e,r){var a,o,s,l;MathJax.Hub.Queue((function(){return o=i.extendDeepAll({},MathJax.Hub.config),s=MathJax.Hub.processSectionDelay,void 0!==MathJax.Hub.processSectionDelay&&(MathJax.Hub.processSectionDelay=0),MathJax.Hub.Config({messageStyle:\"none\",tex2jax:{inlineMath:[[\"$\",\"$\"],[\"\\\\(\",\"\\\\)\"]]},displayAlign:\"left\"})}),(function(){if(\"SVG\"!==(a=MathJax.Hub.config.menuSettings.renderer))return MathJax.Hub.setRenderer(\"SVG\")}),(function(){var r=\"math-output-\"+i.randstr({},64);return l=n.select(\"body\").append(\"div\").attr({id:r}).style({visibility:\"hidden\",position:\"absolute\"}).style({\"font-size\":e.fontSize+\"px\"}).text(t.replace(u,\"\\\\lt \").replace(f,\"\\\\gt \")),MathJax.Hub.Typeset(l.node())}),(function(){var e=n.select(\"body\").select(\"#MathJax_SVG_glyphs\");if(l.select(\".MathJax_SVG\").empty()||!l.select(\"svg\").node())i.log(\"There was an error in the tex syntax.\",t),r();else{var o=l.select(\"svg\").node().getBoundingClientRect();r(l.select(\".MathJax_SVG\"),e,o)}if(l.remove(),\"SVG\"!==a)return MathJax.Hub.setRenderer(a)}),(function(){return void 0!==s&&(MathJax.Hub.processSectionDelay=s),MathJax.Hub.Config(o)}))}(C[2],o,(function(n,i,o){L.selectAll(\"svg.\"+I).remove(),L.selectAll(\"g.\"+I+\"-group\").remove();var s=n&&n.select(\"svg\");if(!s||!s.node())return P(),void e();var c=L.append(\"g\").classed(I+\"-group\",!0).attr({\"pointer-events\":\"none\",\"data-unformatted\":S,\"data-math\":\"Y\"});c.node().appendChild(s.node()),i&&i.node()&&s.node().insertBefore(i.node().cloneNode(!0),s.node().firstChild),s.attr({class:I,height:o.height,preserveAspectRatio:\"xMinYMin meet\"}).style({overflow:\"visible\",\"pointer-events\":\"none\"});var u=t.node().style.fill||\"black\",f=s.select(\"g\");f.attr({fill:u,stroke:u});var h=l(f,\"width\"),p=l(f,\"height\"),d=+t.attr(\"x\")-h*{start:0,middle:.5,end:1}[t.attr(\"text-anchor\")||\"start\"],g=-(r||l(t,\"height\"))/4;\"y\"===I[0]?(c.attr({transform:\"rotate(\"+[-90,+t.attr(\"x\"),+t.attr(\"y\")]+\")\"+a(-h/2,g-p/2)}),s.attr({x:+t.attr(\"x\"),y:+t.attr(\"y\")})):\"l\"===I[0]?s.attr({x:t.attr(\"x\"),y:g-p/2}):\"a\"===I[0]&&0!==I.indexOf(\"atitle\")?s.attr({x:0,y:g}):s.attr({x:d,y:+t.attr(\"y\")+g-p/2}),A&&A.call(t,c),e(c)}))}))):P(),t}function P(){L.empty()||(I=t.attr(\"class\")+\"-math\",L.select(\"svg.\"+I).remove()),t.text(\"\").style(\"white-space\",\"pre\"),function(t,e){e=e.replace(m,\" \");var r,a=!1,l=[],c=-1;function u(){c++;var e=document.createElementNS(o.svg,\"tspan\");n.select(e).attr({class:\"line\",dy:c*s+\"em\"}),t.appendChild(e),r=e;var i=l;if(l=[{node:e}],i.length>1)for(var a=1;a<i.length;a++)f(i[a])}function f(t){var e,i=t.type,a={};if(\"a\"===i){e=\"a\";var s=t.target,c=t.href,u=t.popup;c&&(a={\"xlink:xlink:show\":\"_blank\"===s||\"_\"!==s.charAt(0)?\"new\":\"replace\",target:s,\"xlink:xlink:href\":c},u&&(a.onclick='window.open(this.href.baseVal,this.target.baseVal,\"'+u+'\");return false;'))}else e=\"tspan\";t.style&&(a.style=t.style);var f=document.createElementNS(o.svg,e);if(\"sup\"===i||\"sub\"===i){A(r,\"\\u200b\"),r.appendChild(f);var h=document.createElementNS(o.svg,\"tspan\");A(h,\"\\u200b\"),n.select(h).attr(\"dy\",d[i]),a.dy=p[i],r.appendChild(f),r.appendChild(h)}else r.appendChild(f);n.select(f).attr(a),r=t.node=f,l.push(t)}function A(t,e){t.appendChild(document.createTextNode(e))}function S(t){if(1!==l.length){var n=l.pop();t!==n.type&&i.log(\"Start tag <\"+n.type+\"> doesnt match end tag <\"+t+\">. Pretending it did match.\",e),r=l[l.length-1].node}else i.log(\"Ignoring unexpected end tag </\"+t+\">.\",e)}x.test(e)?u():(r=t,l=[{node:t}]);for(var C=e.split(v),L=0;L<C.length;L++){var I=C[L],P=I.match(y),z=P&&P[2].toLowerCase(),O=h[z];if(\"br\"===z)u();else if(void 0===O)A(r,E(I));else if(P[1])S(z);else{var D=P[4],R={type:z},F=k(D,b);if(F?(F=F.replace(M,\"$1 fill:\"),O&&(F+=\";\"+O)):O&&(F=O),F&&(R.style=F),\"a\"===z){a=!0;var B=k(D,_);if(B){var N=document.createElement(\"a\");N.href=B,-1!==g.indexOf(N.protocol)&&(R.href=encodeURI(decodeURI(B)),R.target=k(D,w)||\"_blank\",R.popup=k(D,T))}}f(R)}}return a}(t.node(),S)&&t.style(\"pointer-events\",\"all\"),r.positionText(t),A&&A.call(t)}};var u=/(<|&lt;|&#60;)/g,f=/(>|&gt;|&#62;)/g;var h={sup:\"font-size:70%\",sub:\"font-size:70%\",b:\"font-weight:bold\",i:\"font-style:italic\",a:\"cursor:pointer\",span:\"\",em:\"font-style:italic;font-weight:bold\"},p={sub:\"0.3em\",sup:\"-0.6em\"},d={sub:\"-0.21em\",sup:\"0.42em\"},g=[\"http:\",\"https:\",\"mailto:\",\"\",void 0,\":\"],m=r.NEWLINES=/(\\r\\n?|\\n)/g,v=/(<[^<>]*>)/,y=/<(\\/?)([^ >]*)(\\s+(.*))?>/i,x=/<br(\\s+.*)?>/i;r.BR_TAG_ALL=/<br(\\s+.*)?>/gi;var b=/(^|[\\s\"'])style\\s*=\\s*(\"([^\"]*);?\"|'([^']*);?')/i,_=/(^|[\\s\"'])href\\s*=\\s*(\"([^\"]*)\"|'([^']*)')/i,w=/(^|[\\s\"'])target\\s*=\\s*(\"([^\"\\s]*)\"|'([^'\\s]*)')/i,T=/(^|[\\s\"'])popup\\s*=\\s*(\"([\\w=,]*)\"|'([\\w=,]*)')/i;function k(t,e){if(!t)return null;var r=t.match(e),n=r&&(r[3]||r[4]);return n&&E(n)}var M=/(^|;)\\s*color:/;r.plainText=function(t,e){for(var r=void 0!==(e=e||{}).len&&-1!==e.len?e.len:1/0,n=void 0!==e.allowedTags?e.allowedTags:[\"br\"],i=\"...\".length,a=t.split(v),o=[],s=\"\",l=0,c=0;c<a.length;c++){var u=a[c],f=u.match(y),h=f&&f[2].toLowerCase();if(h)-1!==n.indexOf(h)&&(o.push(u),s=h);else{var p=u.length;if(l+p<r)o.push(u),l+=p;else if(l<r){var d=r-l;s&&(\"br\"!==s||d<=i||p<=i)&&o.pop(),r>i?o.push(u.substr(0,d-i)+\"...\"):o.push(u.substr(0,d));break}s=\"\"}}return o.join(\"\")};var A={mu:\"\\u03bc\",amp:\"&\",lt:\"<\",gt:\">\",nbsp:\"\\xa0\",times:\"\\xd7\",plusmn:\"\\xb1\",deg:\"\\xb0\"},S=/&(#\\d+|#x[\\da-fA-F]+|[a-z]+);/g;function E(t){return t.replace(S,(function(t,e){return(\"#\"===e.charAt(0)?function(t){if(t>1114111)return;var e=String.fromCodePoint;if(e)return e(t);var r=String.fromCharCode;return t<=65535?r(t):r(55232+(t>>10),t%1024+56320)}(\"x\"===e.charAt(1)?parseInt(e.substr(2),16):parseInt(e.substr(1),10)):A[e])||t}))}function C(t,e,r){var n,a,o,s=r.horizontalAlign,l=r.verticalAlign||\"top\",c=t.node().getBoundingClientRect(),u=e.node().getBoundingClientRect();return a=\"bottom\"===l?function(){return c.bottom-n.height}:\"middle\"===l?function(){return c.top+(c.height-n.height)/2}:function(){return c.top},o=\"right\"===s?function(){return c.right-n.width}:\"center\"===s?function(){return c.left+(c.width-n.width)/2}:function(){return c.left},function(){n=this.node().getBoundingClientRect();var t=o()-u.left,e=a()-u.top,s=r.gd||{};if(r.gd){s._fullLayout._calcInverseTransform(s);var l=i.apply3DTransform(s._fullLayout._invTransform)(t,e);t=l[0],e=l[1]}return this.style({top:e+\"px\",left:t+\"px\",\"z-index\":1e3}),this}}r.convertEntities=E,r.sanitizeHTML=function(t){t=t.replace(m,\" \");for(var e=document.createElement(\"p\"),r=e,i=[],a=t.split(v),o=0;o<a.length;o++){var s=a[o],l=s.match(y),c=l&&l[2].toLowerCase();if(c in h)if(l[1])i.length&&(r=i.pop());else{var u=l[4],f=k(u,b),p=f?{style:f}:{};if(\"a\"===c){var d=k(u,_);if(d){var x=document.createElement(\"a\");if(x.href=d,-1!==g.indexOf(x.protocol)){p.href=encodeURI(decodeURI(d));var T=k(u,w);T&&(p.target=T)}}}var M=document.createElement(c);r.appendChild(M),n.select(M).attr(p),r=M,i.push(M)}else r.appendChild(document.createTextNode(E(s)))}return e.innerHTML},r.lineCount=function(t){return t.selectAll(\"tspan.line\").size()||1},r.positionText=function(t,e,r){return t.each((function(){var t=n.select(this);function i(e,r){return void 0===r?null===(r=t.attr(e))&&(t.attr(e,0),r=0):t.attr(e,r),r}var a=i(\"x\",e),o=i(\"y\",r);\"text\"===this.nodeName&&t.selectAll(\"tspan.line\").attr({x:a,y:o})}))},r.makeEditable=function(t,e){var r=e.gd,i=e.delegate,a=n.dispatch(\"edit\",\"input\",\"cancel\"),o=i||t;if(t.style({\"pointer-events\":i?\"none\":\"all\"}),1!==t.size())throw new Error(\"boo\");function s(){!function(){var i=n.select(r).select(\".svg-container\"),o=i.append(\"div\"),s=t.node().style,c=parseFloat(s.fontSize||12),u=e.text;void 0===u&&(u=t.attr(\"data-unformatted\"));o.classed(\"plugin-editable editable\",!0).style({position:\"absolute\",\"font-family\":s.fontFamily||\"Arial\",\"font-size\":c,color:e.fill||s.fill||\"black\",opacity:1,\"background-color\":e.background||\"transparent\",outline:\"#ffffff33 1px solid\",margin:[-c/8+1,0,0,-1].join(\"px \")+\"px\",padding:\"0\",\"box-sizing\":\"border-box\"}).attr({contenteditable:!0}).text(u).call(C(t,i,e)).on(\"blur\",(function(){r._editing=!1,t.text(this.textContent).style({opacity:1});var e,i=n.select(this).attr(\"class\");(e=i?\".\"+i.split(\" \")[0]+\"-math-group\":\"[class*=-math-group]\")&&n.select(t.node().parentNode).select(e).style({opacity:0});var o=this.textContent;n.select(this).transition().duration(0).remove(),n.select(document).on(\"mouseup\",null),a.edit.call(t,o)})).on(\"focus\",(function(){var t=this;r._editing=!0,n.select(document).on(\"mouseup\",(function(){if(n.event.target===t)return!1;document.activeElement===o.node()&&o.node().blur()}))})).on(\"keyup\",(function(){27===n.event.which?(r._editing=!1,t.style({opacity:1}),n.select(this).style({opacity:0}).on(\"blur\",(function(){return!1})).transition().remove(),a.cancel.call(t,this.textContent)):(a.input.call(t,this.textContent),n.select(this).call(C(t,i,e)))})).on(\"keydown\",(function(){13===n.event.which&&this.blur()})).call(l)}(),t.style({opacity:0});var i,s=o.attr(\"class\");(i=s?\".\"+s.split(\" \")[0]+\"-math-group\":\"[class*=-math-group]\")&&n.select(t.node().parentNode).select(i).style({opacity:0})}function l(t){var e=t.node(),r=document.createRange();r.selectNodeContents(e);var n=window.getSelection();n.removeAllRanges(),n.addRange(r),e.focus()}return e.immediate?s():o.on(\"click\",s),n.rebind(t,a,\"on\")}},{\"../constants/alignment\":745,\"../constants/xmlns_namespaces\":754,\"../lib\":778,d3:169}],804:[function(t,e,r){\"use strict\";var n={};function i(t){t&&null!==t.timer&&(clearTimeout(t.timer),t.timer=null)}r.throttle=function(t,e,r){var a=n[t],o=Date.now();if(!a){for(var s in n)n[s].ts<o-6e4&&delete n[s];a=n[t]={ts:0,timer:null}}function l(){r(),a.ts=Date.now(),a.onDone&&(a.onDone(),a.onDone=null)}i(a),o>a.ts+e?l():a.timer=setTimeout((function(){l(),a.timer=null}),e)},r.done=function(t){var e=n[t];return e&&e.timer?new Promise((function(t){var r=e.onDone;e.onDone=function(){r&&r(),t(),e.onDone=null}})):Promise.resolve()},r.clear=function(t){if(t)i(n[t]),delete n[t];else for(var e in n)r.clear(e)}},{}],805:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\");e.exports=function(t,e){if(t>0)return Math.log(t)/Math.LN10;var r=Math.log(Math.min(e[0],e[1]))/Math.LN10;return n(r)||(r=Math.log(Math.max(e[0],e[1]))/Math.LN10-6),r}},{\"fast-isnumeric\":241}],806:[function(t,e,r){\"use strict\";var n=e.exports={},i=t(\"../plots/geo/constants\").locationmodeToLayer,a=t(\"topojson-client\").feature;n.getTopojsonName=function(t){return[t.scope.replace(/ /g,\"-\"),\"_\",t.resolution.toString(),\"m\"].join(\"\")},n.getTopojsonPath=function(t,e){return t+e+\".json\"},n.getTopojsonFeatures=function(t,e){var r=i[t.locationmode],n=e.objects[r];return a(e,n).features}},{\"../plots/geo/constants\":858,\"topojson-client\":579}],807:[function(t,e,r){\"use strict\";e.exports={moduleType:\"locale\",name:\"en-US\",dictionary:{\"Click to enter Colorscale title\":\"Click to enter Colorscale title\"},format:{date:\"%m/%d/%Y\"}}},{}],808:[function(t,e,r){\"use strict\";e.exports={moduleType:\"locale\",name:\"en\",dictionary:{\"Click to enter Colorscale title\":\"Click to enter Colourscale title\"},format:{days:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],shortDays:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],months:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],shortMonths:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],periods:[\"AM\",\"PM\"],dateTime:\"%a %b %e %X %Y\",date:\"%d/%m/%Y\",time:\"%H:%M:%S\",decimal:\".\",thousands:\",\",grouping:[3],currency:[\"$\",\"\"],year:\"%Y\",month:\"%b %Y\",dayMonth:\"%b %-d\",dayMonthYear:\"%b %-d, %Y\"}}},{}],809:[function(t,e,r){\"use strict\";var n=t(\"../registry\");e.exports=function(t){for(var e,r,i=n.layoutArrayContainers,a=n.layoutArrayRegexes,o=t.split(\"[\")[0],s=0;s<a.length;s++)if((r=t.match(a[s]))&&0===r.index){e=r[0];break}if(e||(e=i[i.indexOf(o)]),!e)return!1;var l=t.substr(e.length);return l?!!(r=l.match(/^\\[(0|[1-9][0-9]*)\\](\\.(.+))?$/))&&{array:e,index:Number(r[1]),property:r[3]||\"\"}:{array:e,index:\"\",property:\"\"}}},{\"../registry\":911}],810:[function(t,e,r){\"use strict\";var n=t(\"../lib\"),i=n.extendFlat,a=n.isPlainObject,o={valType:\"flaglist\",extras:[\"none\"],flags:[\"calc\",\"clearAxisTypes\",\"plot\",\"style\",\"markerSize\",\"colorbars\"]},s={valType:\"flaglist\",extras:[\"none\"],flags:[\"calc\",\"plot\",\"legend\",\"ticks\",\"axrange\",\"layoutstyle\",\"modebar\",\"camera\",\"arraydraw\",\"colorbars\"]},l=o.flags.slice().concat([\"fullReplot\"]),c=s.flags.slice().concat(\"layoutReplot\");function u(t){for(var e={},r=0;r<t.length;r++)e[t[r]]=!1;return e}function f(t,e,r){var n=i({},t);for(var o in n){var s=n[o];a(s)&&(n[o]=h(s,e,r,o))}return\"from-root\"===r&&(n.editType=e),n}function h(t,e,r,n){if(t.valType){var a=i({},t);if(a.editType=e,Array.isArray(t.items)){a.items=new Array(t.items.length);for(var o=0;o<t.items.length;o++)a.items[o]=h(t.items[o],e,\"from-root\")}return a}return f(t,e,\"_\"===n.charAt(0)?\"nested\":\"from-root\")}e.exports={traces:o,layout:s,traceFlags:function(){return u(l)},layoutFlags:function(){return u(c)},update:function(t,e){var r=e.editType;if(r&&\"none\"!==r)for(var n=r.split(\"+\"),i=0;i<n.length;i++)t[n[i]]=!0},overrideAll:f}},{\"../lib\":778}],811:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"gl-mat4/fromQuat\"),a=t(\"../registry\"),o=t(\"../lib\"),s=t(\"../plots/plots\"),l=t(\"../plots/cartesian/axis_ids\"),c=t(\"../components/color\"),u=l.cleanId,f=l.getFromTrace,h=a.traceIs;function p(t,e){var r=t[e],n=e.charAt(0);r&&\"paper\"!==r&&(t[e]=u(r,n,!0))}function d(t){function e(e,r){var n=t[e],i=t.title&&t.title[r];n&&!i&&(t.title||(t.title={}),t.title[r]=t[e],delete t[e])}t&&(\"string\"!=typeof t.title&&\"number\"!=typeof t.title||(t.title={text:t.title}),e(\"titlefont\",\"font\"),e(\"titleposition\",\"position\"),e(\"titleside\",\"side\"),e(\"titleoffset\",\"offset\"))}function g(t){if(!o.isPlainObject(t))return!1;var e=t.name;return delete t.name,delete t.showlegend,(\"string\"==typeof e||\"number\"==typeof e)&&String(e)}function m(t,e,r,n){if(r&&!n)return t;if(n&&!r)return e;if(!t.trim())return e;if(!e.trim())return t;var i,a=Math.min(t.length,e.length);for(i=0;i<a&&t.charAt(i)===e.charAt(i);i++);return t.substr(0,i).trim()}function v(t){var e=\"middle\",r=\"center\";return\"string\"==typeof t&&(-1!==t.indexOf(\"top\")?e=\"top\":-1!==t.indexOf(\"bottom\")&&(e=\"bottom\"),-1!==t.indexOf(\"left\")?r=\"left\":-1!==t.indexOf(\"right\")&&(r=\"right\")),e+\" \"+r}function y(t,e){return e in t&&\"object\"==typeof t[e]&&0===Object.keys(t[e]).length}r.clearPromiseQueue=function(t){Array.isArray(t._promises)&&t._promises.length>0&&o.log(\"Clearing previous rejected promises from queue.\"),t._promises=[]},r.cleanLayout=function(t){var e,n;t||(t={}),t.xaxis1&&(t.xaxis||(t.xaxis=t.xaxis1),delete t.xaxis1),t.yaxis1&&(t.yaxis||(t.yaxis=t.yaxis1),delete t.yaxis1),t.scene1&&(t.scene||(t.scene=t.scene1),delete t.scene1);var a=(s.subplotsRegistry.cartesian||{}).attrRegex,l=(s.subplotsRegistry.polar||{}).attrRegex,f=(s.subplotsRegistry.ternary||{}).attrRegex,h=(s.subplotsRegistry.gl3d||{}).attrRegex,g=Object.keys(t);for(e=0;e<g.length;e++){var m=g[e];if(a&&a.test(m)){var v=t[m];v.anchor&&\"free\"!==v.anchor&&(v.anchor=u(v.anchor)),v.overlaying&&(v.overlaying=u(v.overlaying)),v.type||(v.isdate?v.type=\"date\":v.islog?v.type=\"log\":!1===v.isdate&&!1===v.islog&&(v.type=\"linear\")),\"withzero\"!==v.autorange&&\"tozero\"!==v.autorange||(v.autorange=!0,v.rangemode=\"tozero\"),delete v.islog,delete v.isdate,delete v.categories,y(v,\"domain\")&&delete v.domain,void 0!==v.autotick&&(void 0===v.tickmode&&(v.tickmode=v.autotick?\"auto\":\"linear\"),delete v.autotick),d(v)}else if(l&&l.test(m)){d(t[m].radialaxis)}else if(f&&f.test(m)){var x=t[m];d(x.aaxis),d(x.baxis),d(x.caxis)}else if(h&&h.test(m)){var b=t[m],_=b.cameraposition;if(Array.isArray(_)&&4===_[0].length){var w=_[0],T=_[1],k=_[2],M=i([],w),A=[];for(n=0;n<3;++n)A[n]=T[n]+k*M[2+4*n];b.camera={eye:{x:A[0],y:A[1],z:A[2]},center:{x:T[0],y:T[1],z:T[2]},up:{x:0,y:0,z:1}},delete b.cameraposition}d(b.xaxis),d(b.yaxis),d(b.zaxis)}}var S=Array.isArray(t.annotations)?t.annotations.length:0;for(e=0;e<S;e++){var E=t.annotations[e];o.isPlainObject(E)&&(E.ref&&(\"paper\"===E.ref?(E.xref=\"paper\",E.yref=\"paper\"):\"data\"===E.ref&&(E.xref=\"x\",E.yref=\"y\"),delete E.ref),p(E,\"xref\"),p(E,\"yref\"))}var C=Array.isArray(t.shapes)?t.shapes.length:0;for(e=0;e<C;e++){var L=t.shapes[e];o.isPlainObject(L)&&(p(L,\"xref\"),p(L,\"yref\"))}var I=Array.isArray(t.images)?t.images.length:0;for(e=0;e<I;e++){var P=t.images[e];o.isPlainObject(P)&&(p(P,\"xref\"),p(P,\"yref\"))}var z=t.legend;return z&&(z.x>3?(z.x=1.02,z.xanchor=\"left\"):z.x<-2&&(z.x=-.02,z.xanchor=\"right\"),z.y>3?(z.y=1.02,z.yanchor=\"bottom\"):z.y<-2&&(z.y=-.02,z.yanchor=\"top\")),d(t),\"rotate\"===t.dragmode&&(t.dragmode=\"orbit\"),c.clean(t),t.template&&t.template.layout&&r.cleanLayout(t.template.layout),t},r.cleanData=function(t){for(var e=0;e<t.length;e++){var n,i=t[e];if(\"histogramy\"===i.type&&\"xbins\"in i&&!(\"ybins\"in i)&&(i.ybins=i.xbins,delete i.xbins),i.error_y&&\"opacity\"in i.error_y){var l=c.defaults,f=i.error_y.color||(h(i,\"bar\")?c.defaultLine:l[e%l.length]);i.error_y.color=c.addOpacity(c.rgb(f),c.opacity(f)*i.error_y.opacity),delete i.error_y.opacity}if(\"bardir\"in i&&(\"h\"!==i.bardir||!h(i,\"bar\")&&\"histogram\"!==i.type.substr(0,9)||(i.orientation=\"h\",r.swapXYData(i)),delete i.bardir),\"histogramy\"===i.type&&r.swapXYData(i),\"histogramx\"!==i.type&&\"histogramy\"!==i.type||(i.type=\"histogram\"),\"scl\"in i&&!(\"colorscale\"in i)&&(i.colorscale=i.scl,delete i.scl),\"reversescl\"in i&&!(\"reversescale\"in i)&&(i.reversescale=i.reversescl,delete i.reversescl),i.xaxis&&(i.xaxis=u(i.xaxis,\"x\")),i.yaxis&&(i.yaxis=u(i.yaxis,\"y\")),h(i,\"gl3d\")&&i.scene&&(i.scene=s.subplotsRegistry.gl3d.cleanId(i.scene)),!h(i,\"pie-like\")&&!h(i,\"bar-like\"))if(Array.isArray(i.textposition))for(n=0;n<i.textposition.length;n++)i.textposition[n]=v(i.textposition[n]);else i.textposition&&(i.textposition=v(i.textposition));var p=a.getModule(i);if(p&&p.colorbar){var x=p.colorbar.container,b=x?i[x]:i;b&&b.colorscale&&(\"YIGnBu\"===b.colorscale&&(b.colorscale=\"YlGnBu\"),\"YIOrRd\"===b.colorscale&&(b.colorscale=\"YlOrRd\"))}if(\"surface\"===i.type&&o.isPlainObject(i.contours)){var _=[\"x\",\"y\",\"z\"];for(n=0;n<_.length;n++){var w=i.contours[_[n]];o.isPlainObject(w)&&(w.highlightColor&&(w.highlightcolor=w.highlightColor,delete w.highlightColor),w.highlightWidth&&(w.highlightwidth=w.highlightWidth,delete w.highlightWidth))}}if(\"candlestick\"===i.type||\"ohlc\"===i.type){var T=!1!==(i.increasing||{}).showlegend,k=!1!==(i.decreasing||{}).showlegend,M=g(i.increasing),A=g(i.decreasing);if(!1!==M&&!1!==A){var S=m(M,A,T,k);S&&(i.name=S)}else!M&&!A||i.name||(i.name=M||A)}if(Array.isArray(i.transforms)){var E=i.transforms;for(n=0;n<E.length;n++){var C=E[n];if(o.isPlainObject(C))switch(C.type){case\"filter\":C.filtersrc&&(C.target=C.filtersrc,delete C.filtersrc),C.calendar&&(C.valuecalendar||(C.valuecalendar=C.calendar),delete C.calendar);break;case\"groupby\":if(C.styles=C.styles||C.style,C.styles&&!Array.isArray(C.styles)){var L=C.styles,I=Object.keys(L);C.styles=[];for(var P=0;P<I.length;P++)C.styles.push({target:I[P],value:L[I[P]]})}}}}y(i,\"line\")&&delete i.line,\"marker\"in i&&(y(i.marker,\"line\")&&delete i.marker.line,y(i,\"marker\")&&delete i.marker),c.clean(i),i.autobinx&&(delete i.autobinx,delete i.xbins),i.autobiny&&(delete i.autobiny,delete i.ybins),d(i),i.colorbar&&d(i.colorbar),i.marker&&i.marker.colorbar&&d(i.marker.colorbar),i.line&&i.line.colorbar&&d(i.line.colorbar),i.aaxis&&d(i.aaxis),i.baxis&&d(i.baxis)}},r.swapXYData=function(t){var e;if(o.swapAttrs(t,[\"?\",\"?0\",\"d?\",\"?bins\",\"nbins?\",\"autobin?\",\"?src\",\"error_?\"]),Array.isArray(t.z)&&Array.isArray(t.z[0])&&(t.transpose?delete t.transpose:t.transpose=!0),t.error_x&&t.error_y){var r=t.error_y,n=\"copy_ystyle\"in r?r.copy_ystyle:!(r.color||r.thickness||r.width);o.swapAttrs(t,[\"error_?.copy_ystyle\"]),n&&o.swapAttrs(t,[\"error_?.color\",\"error_?.thickness\",\"error_?.width\"])}if(\"string\"==typeof t.hoverinfo){var i=t.hoverinfo.split(\"+\");for(e=0;e<i.length;e++)\"x\"===i[e]?i[e]=\"y\":\"y\"===i[e]&&(i[e]=\"x\");t.hoverinfo=i.join(\"+\")}},r.coerceTraceIndices=function(t,e){if(n(e))return[e];if(!Array.isArray(e)||!e.length)return t.data.map((function(t,e){return e}));if(Array.isArray(e)){for(var r=[],i=0;i<e.length;i++)o.isIndex(e[i],t.data.length)?r.push(e[i]):o.warn(\"trace index (\",e[i],\") is not a number or is out of bounds\");return r}return e},r.manageArrayContainers=function(t,e,r){var i=t.obj,a=t.parts,s=a.length,l=a[s-1],c=n(l);if(c&&null===e){var u=a.slice(0,s-1).join(\".\");o.nestedProperty(i,u).get().splice(l,1)}else c&&void 0===t.get()?(void 0===t.get()&&(r[t.astr]=null),t.set(e)):t.set(e)};var x=/(\\.[^\\[\\]\\.]+|\\[[^\\[\\]\\.]+\\])$/;function b(t){var e=t.search(x);if(e>0)return t.substr(0,e)}r.hasParent=function(t,e){for(var r=b(e);r;){if(r in t)return!0;r=b(r)}return!1};var _=[\"x\",\"y\",\"z\"];r.clearAxisTypes=function(t,e,r){for(var n=0;n<e.length;n++)for(var i=t._fullData[n],a=0;a<3;a++){var s=f(t,i,_[a]);if(s&&\"log\"!==s.type){var l=s._name,c=s._id.substr(1);if(\"scene\"===c.substr(0,5)){if(void 0!==r[c])continue;l=c+\".\"+l}var u=l+\".type\";void 0===r[l]&&void 0===r[u]&&o.nestedProperty(t.layout,u).set(null)}}}},{\"../components/color\":643,\"../lib\":778,\"../plots/cartesian/axis_ids\":831,\"../plots/plots\":891,\"../registry\":911,\"fast-isnumeric\":241,\"gl-mat4/fromQuat\":282}],812:[function(t,e,r){\"use strict\";var n=t(\"./plot_api\");r.plot=n.plot,r.newPlot=n.newPlot,r.restyle=n.restyle,r.relayout=n.relayout,r.redraw=n.redraw,r.update=n.update,r._guiRestyle=n._guiRestyle,r._guiRelayout=n._guiRelayout,r._guiUpdate=n._guiUpdate,r._storeDirectGUIEdit=n._storeDirectGUIEdit,r.react=n.react,r.extendTraces=n.extendTraces,r.prependTraces=n.prependTraces,r.addTraces=n.addTraces,r.deleteTraces=n.deleteTraces,r.moveTraces=n.moveTraces,r.purge=n.purge,r.addFrames=n.addFrames,r.deleteFrames=n.deleteFrames,r.animate=n.animate,r.setPlotConfig=n.setPlotConfig,r.toImage=t(\"./to_image\"),r.validate=t(\"./validate\"),r.downloadImage=t(\"../snapshot/download\");var i=t(\"./template_api\");r.makeTemplate=i.makeTemplate,r.validateTemplate=i.validateTemplate},{\"../snapshot/download\":913,\"./plot_api\":814,\"./template_api\":819,\"./to_image\":820,\"./validate\":821}],813:[function(t,e,r){\"use strict\";var n=t(\"../lib/is_plain_object\"),i=t(\"../lib/noop\"),a=t(\"../lib/loggers\"),o=t(\"../lib/search\").sorterAsc,s=t(\"../registry\");r.containerArrayMatch=t(\"./container_array_match\");var l=r.isAddVal=function(t){return\"add\"===t||n(t)},c=r.isRemoveVal=function(t){return null===t||\"remove\"===t};r.applyContainerArrayChanges=function(t,e,r,n,u){var f=e.astr,h=s.getComponentMethod(f,\"supplyLayoutDefaults\"),p=s.getComponentMethod(f,\"draw\"),d=s.getComponentMethod(f,\"drawOne\"),g=n.replot||n.recalc||h===i||p===i,m=t.layout,v=t._fullLayout;if(r[\"\"]){Object.keys(r).length>1&&a.warn(\"Full array edits are incompatible with other edits\",f);var y=r[\"\"][\"\"];if(c(y))e.set(null);else{if(!Array.isArray(y))return a.warn(\"Unrecognized full array edit value\",f,y),!0;e.set(y)}return!g&&(h(m,v),p(t),!0)}var x,b,_,w,T,k,M,A,S=Object.keys(r).map(Number).sort(o),E=e.get(),C=E||[],L=u(v,f).get(),I=[],P=-1,z=C.length;for(x=0;x<S.length;x++)if(w=r[_=S[x]],T=Object.keys(w),k=w[\"\"],M=l(k),_<0||_>C.length-(M?0:1))a.warn(\"index out of range\",f,_);else if(void 0!==k)T.length>1&&a.warn(\"Insertion & removal are incompatible with edits to the same index.\",f,_),c(k)?I.push(_):M?(\"add\"===k&&(k={}),C.splice(_,0,k),L&&L.splice(_,0,{})):a.warn(\"Unrecognized full object edit value\",f,_,k),-1===P&&(P=_);else for(b=0;b<T.length;b++)A=f+\"[\"+_+\"].\",u(C[_],T[b],A).set(w[T[b]]);for(x=I.length-1;x>=0;x--)C.splice(I[x],1),L&&L.splice(I[x],1);if(C.length?E||e.set(C):e.set(null),g)return!1;if(h(m,v),d!==i){var O;if(-1===P)O=S;else{for(z=Math.max(C.length,z),O=[],x=0;x<S.length&&!((_=S[x])>=P);x++)O.push(_);for(x=P;x<z;x++)O.push(x)}for(x=0;x<O.length;x++)d(t,O[x])}else p(t);return!0}},{\"../lib/is_plain_object\":779,\"../lib/loggers\":782,\"../lib/noop\":787,\"../lib/search\":798,\"../registry\":911,\"./container_array_match\":809}],814:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"fast-isnumeric\"),a=t(\"has-hover\"),o=t(\"../lib\"),s=o.nestedProperty,l=t(\"../lib/events\"),c=t(\"../lib/queue\"),u=t(\"../registry\"),f=t(\"./plot_schema\"),h=t(\"../plots/plots\"),p=t(\"../plots/polar/legacy\"),d=t(\"../plots/cartesian/axes\"),g=t(\"../components/drawing\"),m=t(\"../components/color\"),v=t(\"../plots/cartesian/graph_interact\").initInteractions,y=t(\"../constants/xmlns_namespaces\"),x=t(\"../lib/svg_text_utils\"),b=t(\"../plots/cartesian/select\").clearSelect,_=t(\"./plot_config\").dfltConfig,w=t(\"./manage_arrays\"),T=t(\"./helpers\"),k=t(\"./subroutines\"),M=t(\"./edit_types\"),A=t(\"../plots/cartesian/constants\").AX_NAME_PATTERN,S=0;function E(t){var e=t._fullLayout;e._redrawFromAutoMarginCount?e._redrawFromAutoMarginCount--:t.emit(\"plotly_afterplot\")}function C(t,e){try{t._fullLayout._paper.style(\"background\",e)}catch(t){o.error(t)}}function L(t,e){C(t,m.combine(e,\"white\"))}function I(t,e){if(!t._context){t._context=o.extendDeep({},_);var r=n.select(\"base\");t._context._baseUrl=r.size()&&r.attr(\"href\")?window.location.href.split(\"#\")[0]:\"\"}var i,s,l,c=t._context;if(e){for(s=Object.keys(e),i=0;i<s.length;i++)\"editable\"!==(l=s[i])&&\"edits\"!==l&&l in c&&(\"setBackground\"===l&&\"opaque\"===e[l]?c[l]=L:c[l]=e[l]);e.plot3dPixelRatio&&!c.plotGlPixelRatio&&(c.plotGlPixelRatio=c.plot3dPixelRatio);var u=e.editable;if(void 0!==u)for(c.editable=u,s=Object.keys(c.edits),i=0;i<s.length;i++)c.edits[s[i]]=u;if(e.edits)for(s=Object.keys(e.edits),i=0;i<s.length;i++)(l=s[i])in c.edits&&(c.edits[l]=e.edits[l]);c._exportedPlot=e._exportedPlot}c.staticPlot&&(c.editable=!1,c.edits={},c.autosizable=!1,c.scrollZoom=!1,c.doubleClick=!1,c.showTips=!1,c.showLink=!1,c.displayModeBar=!1),\"hover\"!==c.displayModeBar||a||(c.displayModeBar=!0),\"transparent\"!==c.setBackground&&\"function\"==typeof c.setBackground||(c.setBackground=C),c._hasZeroHeight=c._hasZeroHeight||0===t.clientHeight,c._hasZeroWidth=c._hasZeroWidth||0===t.clientWidth;var f=c.scrollZoom,h=c._scrollZoom={};if(!0===f)h.cartesian=1,h.gl3d=1,h.geo=1,h.mapbox=1;else if(\"string\"==typeof f){var p=f.split(\"+\");for(i=0;i<p.length;i++)h[p[i]]=1}else!1!==f&&(h.gl3d=1,h.geo=1,h.mapbox=1)}function P(t,e){var r,n,i=e+1,a=[];for(r=0;r<t.length;r++)(n=t[r])<0?a.push(i+n):a.push(n);return a}function z(t,e,r){var n,i;for(n=0;n<e.length;n++){if((i=e[n])!==parseInt(i,10))throw new Error(\"all values in \"+r+\" must be integers\");if(i>=t.data.length||i<-t.data.length)throw new Error(r+\" must be valid indices for gd.data.\");if(e.indexOf(i,n+1)>-1||i>=0&&e.indexOf(-t.data.length+i)>-1||i<0&&e.indexOf(t.data.length+i)>-1)throw new Error(\"each index in \"+r+\" must be unique.\")}}function O(t,e,r){if(!Array.isArray(t.data))throw new Error(\"gd.data must be an array.\");if(\"undefined\"==typeof e)throw new Error(\"currentIndices is a required argument.\");if(Array.isArray(e)||(e=[e]),z(t,e,\"currentIndices\"),\"undefined\"==typeof r||Array.isArray(r)||(r=[r]),\"undefined\"!=typeof r&&z(t,r,\"newIndices\"),\"undefined\"!=typeof r&&e.length!==r.length)throw new Error(\"current and new indices must be of equal length.\")}function D(t,e,r,n,a){!function(t,e,r,n){var i=o.isPlainObject(n);if(!Array.isArray(t.data))throw new Error(\"gd.data must be an array\");if(!o.isPlainObject(e))throw new Error(\"update must be a key:value object\");if(\"undefined\"==typeof r)throw new Error(\"indices must be an integer or array of integers\");for(var a in z(t,r,\"indices\"),e){if(!Array.isArray(e[a])||e[a].length!==r.length)throw new Error(\"attribute \"+a+\" must be an array of length equal to indices array length\");if(i&&(!(a in n)||!Array.isArray(n[a])||n[a].length!==e[a].length))throw new Error(\"when maxPoints is set as a key:value object it must contain a 1:1 corrispondence with the keys and number of traces in the update object\")}}(t,e,r,n);for(var l=function(t,e,r,n){var a,l,c,u,f,h=o.isPlainObject(n),p=[];for(var d in Array.isArray(r)||(r=[r]),r=P(r,t.data.length-1),e)for(var g=0;g<r.length;g++){if(a=t.data[r[g]],l=(c=s(a,d)).get(),u=e[d][g],!o.isArrayOrTypedArray(u))throw new Error(\"attribute: \"+d+\" index: \"+g+\" must be an array\");if(!o.isArrayOrTypedArray(l))throw new Error(\"cannot extend missing or non-array attribute: \"+d);if(l.constructor!==u.constructor)throw new Error(\"cannot extend array with an array of a different type: \"+d);f=h?n[d][g]:n,i(f)||(f=-1),p.push({prop:c,target:l,insert:u,maxp:Math.floor(f)})}return p}(t,e,r,n),c={},u={},f=0;f<l.length;f++){var h=l[f].prop,p=l[f].maxp,d=a(l[f].target,l[f].insert,p);h.set(d[0]),Array.isArray(c[h.astr])||(c[h.astr]=[]),c[h.astr].push(d[1]),Array.isArray(u[h.astr])||(u[h.astr]=[]),u[h.astr].push(l[f].target.length)}return{update:c,maxPoints:u}}function R(t,e){var r=new t.constructor(t.length+e.length);return r.set(t),r.set(e,t.length),r}function F(t,e,n,i){t=o.getGraphDiv(t),T.clearPromiseQueue(t);var a={};if(\"string\"==typeof e)a[e]=n;else{if(!o.isPlainObject(e))return o.warn(\"Restyle fail.\",e,n,i),Promise.reject();a=o.extendFlat({},e),void 0===i&&(i=n)}Object.keys(a).length&&(t.changed=!0);var s=T.coerceTraceIndices(t,i),l=U(t,a,s),u=l.flags;u.calc&&(t.calcdata=void 0),u.clearAxisTypes&&T.clearAxisTypes(t,s,{});var f=[];u.fullReplot?f.push(r.plot):(f.push(h.previousPromises),h.supplyDefaults(t),u.markerSize&&(h.doCalcdata(t),G(f)),u.style&&f.push(k.doTraceStyle),u.colorbars&&f.push(k.doColorBars),f.push(E)),f.push(h.rehover,h.redrag),c.add(t,F,[t,l.undoit,l.traces],F,[t,l.redoit,l.traces]);var p=o.syncOrAsync(f,t);return p&&p.then||(p=Promise.resolve()),p.then((function(){return t.emit(\"plotly_restyle\",l.eventData),t}))}function B(t){return void 0===t?null:t}function N(t,e){return e?function(e,r,n){var i=s(e,r),a=i.set;return i.set=function(e){j((n||\"\")+r,i.get(),e,t),a(e)},i}:s}function j(t,e,r,n){if(Array.isArray(e)||Array.isArray(r))for(var i=Array.isArray(e)?e:[],a=Array.isArray(r)?r:[],s=Math.max(i.length,a.length),l=0;l<s;l++)j(t+\"[\"+l+\"]\",i[l],a[l],n);else if(o.isPlainObject(e)||o.isPlainObject(r)){var c=o.isPlainObject(e)?e:{},u=o.isPlainObject(r)?r:{},f=o.extendFlat({},c,u);for(var h in f)j(t+\".\"+h,c[h],u[h],n)}else void 0===n[t]&&(n[t]=B(e))}function U(t,e,r){var n,i=t._fullLayout,a=t._fullData,l=t.data,c=i._guiEditing,p=N(i._preGUI,c),g=o.extendDeepAll({},e);V(e);var m,v=M.traceFlags(),y={},x={};function b(){return r.map((function(){}))}function _(t){var e=d.id2name(t);-1===m.indexOf(e)&&m.push(e)}function w(t){return\"LAYOUT\"+t+\".autorange\"}function k(t){return\"LAYOUT\"+t+\".range\"}function A(t){for(var e=t;e<a.length;e++)if(a[e]._input===l[t])return a[e]}function S(n,a,o){if(Array.isArray(n))n.forEach((function(t){S(t,a,o)}));else if(!(n in e)&&!T.hasParent(e,n)){var s;if(\"LAYOUT\"===n.substr(0,6))s=p(t.layout,n.replace(\"LAYOUT\",\"\"));else{var u=r[o];s=N(i._tracePreGUI[A(u)._fullInput.uid],c)(l[u],n)}n in x||(x[n]=b()),void 0===x[n][o]&&(x[n][o]=B(s.get())),void 0!==a&&s.set(a)}}function E(t){return function(e){return a[e][t]}}function C(t){return function(e,n){return!1===e?a[r[n]][t]:null}}for(var L in e){if(T.hasParent(e,L))throw new Error(\"cannot set \"+L+\" and a parent attribute simultaneously\");var I,P,z,O,D,R,F=e[L];if(\"autobinx\"!==L&&\"autobiny\"!==L||(L=L.charAt(L.length-1)+\"bins\",F=Array.isArray(F)?F.map(C(L)):!1===F?r.map(E(L)):null),y[L]=F,\"LAYOUT\"!==L.substr(0,6)){for(x[L]=b(),n=0;n<r.length;n++){if(I=l[r[n]],P=A(r[n]),O=(z=N(i._tracePreGUI[P._fullInput.uid],c)(I,L)).get(),void 0!==(D=Array.isArray(F)?F[n%F.length]:F)){var j=z.parts[z.parts.length-1],U=L.substr(0,L.length-j.length-1),q=U?U+\".\":\"\",H=U?s(P,U).get():P;if((R=f.getTraceValObject(P,z.parts))&&R.impliedEdits&&null!==D)for(var G in R.impliedEdits)S(o.relativeAttr(L,G),R.impliedEdits[G],n);else if(\"thicknessmode\"!==j&&\"lenmode\"!==j||O===D||\"fraction\"!==D&&\"pixels\"!==D||!H){if(\"type\"===L&&(\"pie\"===D!=(\"pie\"===O)||\"funnelarea\"===D!=(\"funnelarea\"===O))){var Y=\"x\",W=\"y\";\"bar\"!==D&&\"bar\"!==O||\"h\"!==I.orientation||(Y=\"y\",W=\"x\"),o.swapAttrs(I,[\"?\",\"?src\"],\"labels\",Y),o.swapAttrs(I,[\"d?\",\"?0\"],\"label\",Y),o.swapAttrs(I,[\"?\",\"?src\"],\"values\",W),\"pie\"===O||\"funnelarea\"===O?(s(I,\"marker.color\").set(s(I,\"marker.colors\").get()),i._pielayer.selectAll(\"g.trace\").remove()):u.traceIs(I,\"cartesian\")&&s(I,\"marker.colors\").set(s(I,\"marker.color\").get())}}else{var X=i._size,Z=H.orient,J=\"top\"===Z||\"bottom\"===Z;if(\"thicknessmode\"===j){var K=J?X.h:X.w;S(q+\"thickness\",H.thickness*(\"fraction\"===D?1/K:K),n)}else{var Q=J?X.w:X.h;S(q+\"len\",H.len*(\"fraction\"===D?1/Q:Q),n)}}x[L][n]=B(O);if(-1!==[\"swapxy\",\"swapxyaxes\",\"orientation\",\"orientationaxes\"].indexOf(L)){if(\"orientation\"===L){z.set(D);var $=I.x&&!I.y?\"h\":\"v\";if((z.get()||$)===P.orientation)continue}else\"orientationaxes\"===L&&(I.orientation={v:\"h\",h:\"v\"}[P.orientation]);T.swapXYData(I),v.calc=v.clearAxisTypes=!0}else-1!==h.dataArrayContainers.indexOf(z.parts[0])?(T.manageArrayContainers(z,D,x),v.calc=!0):(R?R.arrayOk&&!u.traceIs(P,\"regl\")&&(o.isArrayOrTypedArray(D)||o.isArrayOrTypedArray(O))?v.calc=!0:M.update(v,R):v.calc=!0,z.set(D))}}if(-1!==[\"swapxyaxes\",\"orientationaxes\"].indexOf(L)&&d.swap(t,r),\"orientationaxes\"===L){var tt=s(t.layout,\"hovermode\"),et=tt.get();\"x\"===et?tt.set(\"y\"):\"y\"===et?tt.set(\"x\"):\"x unified\"===et?tt.set(\"y unified\"):\"y unified\"===et&&tt.set(\"x unified\")}if(-1!==[\"orientation\",\"type\"].indexOf(L)){for(m=[],n=0;n<r.length;n++){var rt=l[r[n]];u.traceIs(rt,\"cartesian\")&&(_(rt.xaxis||\"x\"),_(rt.yaxis||\"y\"))}S(m.map(w),!0,0),S(m.map(k),[0,1],0)}}else z=p(t.layout,L.replace(\"LAYOUT\",\"\")),x[L]=[B(z.get())],z.set(Array.isArray(F)?F[0]:F),v.calc=!0}return(v.calc||v.plot)&&(v.fullReplot=!0),{flags:v,undoit:x,redoit:y,traces:r,eventData:o.extendDeepNoArrays([],[g,r])}}function V(t){var e,r,n,i=o.counterRegex(\"axis\",\".title\",!1,!1),a=/colorbar\\.title$/,s=Object.keys(t);for(e=0;e<s.length;e++)r=s[e],n=t[r],\"title\"!==r&&!i.test(r)&&!a.test(r)||\"string\"!=typeof n&&\"number\"!=typeof n?r.indexOf(\"titlefont\")>-1?l(r,r.replace(\"titlefont\",\"title.font\")):r.indexOf(\"titleposition\")>-1?l(r,r.replace(\"titleposition\",\"title.position\")):r.indexOf(\"titleside\")>-1?l(r,r.replace(\"titleside\",\"title.side\")):r.indexOf(\"titleoffset\")>-1&&l(r,r.replace(\"titleoffset\",\"title.offset\")):l(r,r.replace(\"title\",\"title.text\"));function l(e,r){t[r]=t[e],delete t[e]}}function q(t,e,r){if(t=o.getGraphDiv(t),T.clearPromiseQueue(t),t.framework&&t.framework.isPolar)return Promise.resolve(t);var n={};if(\"string\"==typeof e)n[e]=r;else{if(!o.isPlainObject(e))return o.warn(\"Relayout fail.\",e,r),Promise.reject();n=o.extendFlat({},e)}Object.keys(n).length&&(t.changed=!0);var i=Z(t,n),a=i.flags;a.calc&&(t.calcdata=void 0);var s=[h.previousPromises];a.layoutReplot?s.push(k.layoutReplot):Object.keys(n).length&&(H(t,a,i)||h.supplyDefaults(t),a.legend&&s.push(k.doLegend),a.layoutstyle&&s.push(k.layoutStyles),a.axrange&&G(s,i.rangesAltered),a.ticks&&s.push(k.doTicksRelayout),a.modebar&&s.push(k.doModeBar),a.camera&&s.push(k.doCamera),a.colorbars&&s.push(k.doColorBars),s.push(E)),s.push(h.rehover,h.redrag),c.add(t,q,[t,i.undoit],q,[t,i.redoit]);var l=o.syncOrAsync(s,t);return l&&l.then||(l=Promise.resolve(t)),l.then((function(){return t.emit(\"plotly_relayout\",i.eventData),t}))}function H(t,e,r){var n=t._fullLayout;if(!e.axrange)return!1;for(var i in e)if(\"axrange\"!==i&&e[i])return!1;for(var a in r.rangesAltered){var o=d.id2name(a),s=t.layout[o],l=n[o];if(l.autorange=s.autorange,s.range&&(l.range=s.range.slice()),l.cleanRange(),l._matchGroup)for(var c in l._matchGroup)if(c!==a){var u=n[d.id2name(c)];u.autorange=l.autorange,u.range=l.range.slice(),u._input.range=l.range.slice()}}return!0}function G(t,e){var r=e?function(t){var r=[],n=!0;for(var i in e){var a=d.getFromId(t,i);if(r.push(i),-1!==(a.ticklabelposition||\"\").indexOf(\"inside\")&&a._anchorAxis&&r.push(a._anchorAxis._id),a._matchGroup)for(var o in a._matchGroup)e[o]||r.push(o);a.automargin&&(n=!1)}return d.draw(t,r,{skipTitle:n})}:function(t){return d.draw(t,\"redraw\")};t.push(b,k.doAutoRangeAndConstraints,r,k.drawData,k.finalDraw)}var Y=/^[xyz]axis[0-9]*\\.range(\\[[0|1]\\])?$/,W=/^[xyz]axis[0-9]*\\.autorange$/,X=/^[xyz]axis[0-9]*\\.domain(\\[[0|1]\\])?$/;function Z(t,e){var r,n,i,a=t.layout,l=t._fullLayout,c=l._guiEditing,h=N(l._preGUI,c),p=Object.keys(e),g=d.list(t),m=o.extendDeepAll({},e),v={};for(V(e),p=Object.keys(e),n=0;n<p.length;n++)if(0===p[n].indexOf(\"allaxes\")){for(i=0;i<g.length;i++){var y=g[i]._id.substr(1),x=-1!==y.indexOf(\"scene\")?y+\".\":\"\",b=p[n].replace(\"allaxes\",x+g[i]._name);e[b]||(e[b]=e[p[n]])}delete e[p[n]]}var _=M.layoutFlags(),k={},S={};function E(t,r){if(Array.isArray(t))t.forEach((function(t){E(t,r)}));else if(!(t in e)&&!T.hasParent(e,t)){var n=h(a,t);t in S||(S[t]=B(n.get())),void 0!==r&&n.set(r)}}var C,L={};function I(t){var e=d.name2id(t.split(\".\")[0]);return L[e]=1,e}for(var P in e){if(T.hasParent(e,P))throw new Error(\"cannot set \"+P+\" and a parent attribute simultaneously\");for(var z=h(a,P),O=e[P],D=z.parts.length-1;D>0&&\"string\"!=typeof z.parts[D];)D--;var R=z.parts[D],F=z.parts[D-1]+\".\"+R,j=z.parts.slice(0,D).join(\".\"),U=s(t.layout,j).get(),q=s(l,j).get(),H=z.get();if(void 0!==O){k[P]=O,S[P]=\"reverse\"===R?O:B(H);var G=f.getLayoutValObject(l,z.parts);if(G&&G.impliedEdits&&null!==O)for(var Z in G.impliedEdits)E(o.relativeAttr(P,Z),G.impliedEdits[Z]);if(-1!==[\"width\",\"height\"].indexOf(P))if(O){E(\"autosize\",null);var K=\"height\"===P?\"width\":\"height\";E(K,l[K])}else l[P]=t._initialAutoSize[P];else if(\"autosize\"===P)E(\"width\",O?null:l.width),E(\"height\",O?null:l.height);else if(F.match(Y))I(F),s(l,j+\"._inputRange\").set(null);else if(F.match(W)){I(F),s(l,j+\"._inputRange\").set(null);var Q=s(l,j).get();Q._inputDomain&&(Q._input.domain=Q._inputDomain.slice())}else F.match(X)&&s(l,j+\"._inputDomain\").set(null);if(\"type\"===R){C=U;var $=\"linear\"===q.type&&\"log\"===O,tt=\"log\"===q.type&&\"linear\"===O;if($||tt){if(C&&C.range)if(q.autorange)$&&(C.range=C.range[1]>C.range[0]?[1,2]:[2,1]);else{var et=C.range[0],rt=C.range[1];$?(et<=0&&rt<=0&&E(j+\".autorange\",!0),et<=0?et=rt/1e6:rt<=0&&(rt=et/1e6),E(j+\".range[0]\",Math.log(et)/Math.LN10),E(j+\".range[1]\",Math.log(rt)/Math.LN10)):(E(j+\".range[0]\",Math.pow(10,et)),E(j+\".range[1]\",Math.pow(10,rt)))}else E(j+\".autorange\",!0);Array.isArray(l._subplots.polar)&&l._subplots.polar.length&&l[z.parts[0]]&&\"radialaxis\"===z.parts[1]&&delete l[z.parts[0]]._subplot.viewInitial[\"radialaxis.range\"],u.getComponentMethod(\"annotations\",\"convertCoords\")(t,q,O,E),u.getComponentMethod(\"images\",\"convertCoords\")(t,q,O,E)}else E(j+\".autorange\",!0),E(j+\".range\",null);s(l,j+\"._inputRange\").set(null)}else if(R.match(A)){var nt=s(l,P).get(),it=(O||{}).type;it&&\"-\"!==it||(it=\"linear\"),u.getComponentMethod(\"annotations\",\"convertCoords\")(t,nt,it,E),u.getComponentMethod(\"images\",\"convertCoords\")(t,nt,it,E)}var at=w.containerArrayMatch(P);if(at){r=at.array,n=at.index;var ot=at.property,st=G||{editType:\"calc\"};\"\"!==n&&\"\"===ot&&(w.isAddVal(O)?S[P]=null:w.isRemoveVal(O)?S[P]=(s(a,r).get()||[])[n]:o.warn(\"unrecognized full object value\",e)),M.update(_,st),v[r]||(v[r]={});var lt=v[r][n];lt||(lt=v[r][n]={}),lt[ot]=O,delete e[P]}else\"reverse\"===R?(U.range?U.range.reverse():(E(j+\".autorange\",!0),U.range=[1,0]),q.autorange?_.calc=!0:_.plot=!0):(l._has(\"scatter-like\")&&l._has(\"regl\")&&\"dragmode\"===P&&(\"lasso\"===O||\"select\"===O)&&\"lasso\"!==H&&\"select\"!==H||l._has(\"gl2d\")?_.plot=!0:G?M.update(_,G):_.calc=!0,z.set(O))}}for(r in v){w.applyContainerArrayChanges(t,h(a,r),v[r],_,h)||(_.plot=!0)}for(var ct in L){var ut=(C=d.getFromId(t,ct))&&C._constraintGroup;if(ut)for(var ft in _.calc=!0,ut)L[ft]||(d.getFromId(t,ft)._constraintShrinkable=!0)}return(J(t)||e.height||e.width)&&(_.plot=!0),(_.plot||_.calc)&&(_.layoutReplot=!0),{flags:_,rangesAltered:L,undoit:S,redoit:k,eventData:m}}function J(t){var e=t._fullLayout,r=e.width,n=e.height;return t.layout.autosize&&h.plotAutoSize(t,t.layout,e),e.width!==r||e.height!==n}function K(t,e,n,i){if(t=o.getGraphDiv(t),T.clearPromiseQueue(t),t.framework&&t.framework.isPolar)return Promise.resolve(t);o.isPlainObject(e)||(e={}),o.isPlainObject(n)||(n={}),Object.keys(e).length&&(t.changed=!0),Object.keys(n).length&&(t.changed=!0);var a=T.coerceTraceIndices(t,i),s=U(t,o.extendFlat({},e),a),l=s.flags,u=Z(t,o.extendFlat({},n)),f=u.flags;(l.calc||f.calc)&&(t.calcdata=void 0),l.clearAxisTypes&&T.clearAxisTypes(t,a,n);var p=[];f.layoutReplot?p.push(k.layoutReplot):l.fullReplot?p.push(r.plot):(p.push(h.previousPromises),H(t,f,u)||h.supplyDefaults(t),l.style&&p.push(k.doTraceStyle),(l.colorbars||f.colorbars)&&p.push(k.doColorBars),f.legend&&p.push(k.doLegend),f.layoutstyle&&p.push(k.layoutStyles),f.axrange&&G(p,u.rangesAltered),f.ticks&&p.push(k.doTicksRelayout),f.modebar&&p.push(k.doModeBar),f.camera&&p.push(k.doCamera),p.push(E)),p.push(h.rehover,h.redrag),c.add(t,K,[t,s.undoit,u.undoit,s.traces],K,[t,s.redoit,u.redoit,s.traces]);var d=o.syncOrAsync(p,t);return d&&d.then||(d=Promise.resolve(t)),d.then((function(){return t.emit(\"plotly_update\",{data:s.eventData,layout:u.eventData}),t}))}function Q(t){return function(e){e._fullLayout._guiEditing=!0;var r=t.apply(null,arguments);return e._fullLayout._guiEditing=!1,r}}var $=[{pattern:/^hiddenlabels/,attr:\"legend.uirevision\"},{pattern:/^((x|y)axis\\d*)\\.((auto)?range|title\\.text)/},{pattern:/axis\\d*\\.showspikes$/,attr:\"modebar.uirevision\"},{pattern:/(hover|drag)mode$/,attr:\"modebar.uirevision\"},{pattern:/^(scene\\d*)\\.camera/},{pattern:/^(geo\\d*)\\.(projection|center|fitbounds)/},{pattern:/^(ternary\\d*\\.[abc]axis)\\.(min|title\\.text)$/},{pattern:/^(polar\\d*\\.radialaxis)\\.((auto)?range|angle|title\\.text)/},{pattern:/^(polar\\d*\\.angularaxis)\\.rotation/},{pattern:/^(mapbox\\d*)\\.(center|zoom|bearing|pitch)/},{pattern:/^legend\\.(x|y)$/,attr:\"editrevision\"},{pattern:/^(shapes|annotations)/,attr:\"editrevision\"},{pattern:/^title\\.text$/,attr:\"editrevision\"}],tt=[{pattern:/^selectedpoints$/,attr:\"selectionrevision\"},{pattern:/(^|value\\.)visible$/,attr:\"legend.uirevision\"},{pattern:/^dimensions\\[\\d+\\]\\.constraintrange/},{pattern:/^node\\.(x|y|groups)/},{pattern:/^level$/},{pattern:/(^|value\\.)name$/},{pattern:/colorbar\\.title\\.text$/},{pattern:/colorbar\\.(x|y)$/,attr:\"editrevision\"}];function et(t,e){for(var r=0;r<e.length;r++){var n=e[r],i=t.match(n.pattern);if(i)return{head:i[1],attr:n.attr}}}function rt(t,e){var r=s(e,t).get();if(void 0!==r)return r;var n=t.split(\".\");for(n.pop();n.length>1;)if(n.pop(),void 0!==(r=s(e,n.join(\".\")+\".uirevision\").get()))return r;return e.uirevision}function nt(t,e){for(var r=0;r<e.length;r++)if(e[r]._fullInput.uid===t)return r;return-1}function it(t,e,r){for(var n=0;n<e.length;n++)if(e[n].uid===t)return n;return!e[r]||e[r].uid?-1:r}function at(t,e){var r=o.isPlainObject(t),n=Array.isArray(t);return r||n?(r&&o.isPlainObject(e)||n&&Array.isArray(e))&&JSON.stringify(t)===JSON.stringify(e):t===e}function ot(t,e,r,n){var i,a,l,c=n.getValObject,u=n.flags,f=n.immutable,h=n.inArray,p=n.arrayIndex;function d(){var t=i.editType;h&&-1!==t.indexOf(\"arraydraw\")?o.pushUnique(u.arrays[h],p):(M.update(u,i),\"none\"!==t&&u.nChanges++,n.transition&&i.anim&&u.nChangesAnim++,(Y.test(l)||W.test(l))&&(u.rangesAltered[r[0]]=1),X.test(l)&&s(e,\"_inputDomain\").set(null),\"datarevision\"===a&&(u.newDataRevision=1))}function g(t){return\"data_array\"===t.valType||t.arrayOk}for(a in t){if(u.calc&&!n.transition)return;var m=t[a],v=e[a],y=r.concat(a);if(l=y.join(\".\"),\"_\"!==a.charAt(0)&&\"function\"!=typeof m&&m!==v){if((\"tick0\"===a||\"dtick\"===a)&&\"geo\"!==r[0]){var x=e.tickmode;if(\"auto\"===x||\"array\"===x||!x)continue}if((\"range\"!==a||!e.autorange)&&(\"zmin\"!==a&&\"zmax\"!==a||\"contourcarpet\"!==e.type)&&(i=c(y))&&(!i._compareAsJSON||JSON.stringify(m)!==JSON.stringify(v))){var b,_=i.valType,w=g(i),T=Array.isArray(m),k=Array.isArray(v);if(T&&k){var A=\"_input_\"+a,S=t[A],E=e[A];if(Array.isArray(S)&&S===E)continue}if(void 0===v)w&&T?u.calc=!0:d();else if(i._isLinkedToArray){var C=[],L=!1;h||(u.arrays[a]=C);var I=Math.min(m.length,v.length),P=Math.max(m.length,v.length);if(I!==P){if(\"arraydraw\"!==i.editType){d();continue}L=!0}for(b=0;b<I;b++)ot(m[b],v[b],y.concat(b),o.extendFlat({inArray:a,arrayIndex:b},n));if(L)for(b=I;b<P;b++)C.push(b)}else!_&&o.isPlainObject(m)?ot(m,v,y,n):w?T&&k?(f&&(u.calc=!0),(f||n.newDataRevision)&&d()):T!==k?u.calc=!0:d():T&&k&&m.length===v.length&&String(m)===String(v)||d()}}}for(a in e)if(!(a in t)&&\"_\"!==a.charAt(0)&&\"function\"!=typeof e[a]){if(g(i=c(r.concat(a)))&&Array.isArray(e[a]))return void(u.calc=!0);d()}}function st(t){var e=t._fullLayout,r=t.getBoundingClientRect();if(!o.equalDomRects(r,e._lastBBox)){var n=e._invTransform=o.inverseTransformMatrix(o.getFullTransformMatrix(t));e._invScaleX=Math.sqrt(n[0][0]*n[0][0]+n[0][1]*n[0][1]+n[0][2]*n[0][2]),e._invScaleY=Math.sqrt(n[1][0]*n[1][0]+n[1][1]*n[1][1]+n[1][2]*n[1][2]),e._lastBBox=r}}function lt(t){var e=n.select(t),r=t._fullLayout;if(r._calcInverseTransform=st,r._calcInverseTransform(t),r._container=e.selectAll(\".plot-container\").data([0]),r._container.enter().insert(\"div\",\":first-child\").classed(\"plot-container\",!0).classed(\"plotly\",!0),r._paperdiv=r._container.selectAll(\".svg-container\").data([0]),r._paperdiv.enter().append(\"div\").classed(\"user-select-none\",!0).classed(\"svg-container\",!0).style(\"position\",\"relative\"),r._glcontainer=r._paperdiv.selectAll(\".gl-container\").data([{}]),r._glcontainer.enter().append(\"div\").classed(\"gl-container\",!0),r._paperdiv.selectAll(\".main-svg\").remove(),r._paperdiv.select(\".modebar-container\").remove(),r._paper=r._paperdiv.insert(\"svg\",\":first-child\").classed(\"main-svg\",!0),r._toppaper=r._paperdiv.append(\"svg\").classed(\"main-svg\",!0),r._modebardiv=r._paperdiv.append(\"div\"),delete r._modeBar,r._hoverpaper=r._paperdiv.append(\"svg\").classed(\"main-svg\",!0),!r._uid){var i={};n.selectAll(\"defs\").each((function(){this.id&&(i[this.id.split(\"-\")[1]]=1)})),r._uid=o.randstr(i)}r._paperdiv.selectAll(\".main-svg\").attr(y.svgAttrs),r._defs=r._paper.append(\"defs\").attr(\"id\",\"defs-\"+r._uid),r._clips=r._defs.append(\"g\").classed(\"clips\",!0),r._topdefs=r._toppaper.append(\"defs\").attr(\"id\",\"topdefs-\"+r._uid),r._topclips=r._topdefs.append(\"g\").classed(\"clips\",!0),r._bgLayer=r._paper.append(\"g\").classed(\"bglayer\",!0),r._draggers=r._paper.append(\"g\").classed(\"draglayer\",!0);var a=r._paper.append(\"g\").classed(\"layer-below\",!0);r._imageLowerLayer=a.append(\"g\").classed(\"imagelayer\",!0),r._shapeLowerLayer=a.append(\"g\").classed(\"shapelayer\",!0),r._cartesianlayer=r._paper.append(\"g\").classed(\"cartesianlayer\",!0),r._polarlayer=r._paper.append(\"g\").classed(\"polarlayer\",!0),r._ternarylayer=r._paper.append(\"g\").classed(\"ternarylayer\",!0),r._geolayer=r._paper.append(\"g\").classed(\"geolayer\",!0),r._funnelarealayer=r._paper.append(\"g\").classed(\"funnelarealayer\",!0),r._pielayer=r._paper.append(\"g\").classed(\"pielayer\",!0),r._treemaplayer=r._paper.append(\"g\").classed(\"treemaplayer\",!0),r._sunburstlayer=r._paper.append(\"g\").classed(\"sunburstlayer\",!0),r._indicatorlayer=r._toppaper.append(\"g\").classed(\"indicatorlayer\",!0),r._glimages=r._paper.append(\"g\").classed(\"glimages\",!0);var s=r._toppaper.append(\"g\").classed(\"layer-above\",!0);r._imageUpperLayer=s.append(\"g\").classed(\"imagelayer\",!0),r._shapeUpperLayer=s.append(\"g\").classed(\"shapelayer\",!0),r._infolayer=r._toppaper.append(\"g\").classed(\"infolayer\",!0),r._menulayer=r._toppaper.append(\"g\").classed(\"menulayer\",!0),r._zoomlayer=r._toppaper.append(\"g\").classed(\"zoomlayer\",!0),r._hoverlayer=r._hoverpaper.append(\"g\").classed(\"hoverlayer\",!0),r._modebardiv.classed(\"modebar-container\",!0).style(\"position\",\"absolute\").style(\"top\",\"0px\").style(\"right\",\"0px\"),t.emit(\"plotly_framework\")}r.animate=function(t,e,r){if(t=o.getGraphDiv(t),!o.isPlotDiv(t))throw new Error(\"This element is not a Plotly plot: \"+t+\". It's likely that you've failed to create a plot before animating it. For more details, see https://plotly.com/javascript/animations/\");var n=t._transitionData;n._frameQueue||(n._frameQueue=[]);var i=(r=h.supplyAnimationDefaults(r)).transition,a=r.frame;function s(t){return Array.isArray(i)?t>=i.length?i[0]:i[t]:i}function l(t){return Array.isArray(a)?t>=a.length?a[0]:a[t]:a}function c(t,e){var r=0;return function(){if(t&&++r===e)return t()}}return void 0===n._frameWaitingCnt&&(n._frameWaitingCnt=0),new Promise((function(a,u){function f(){n._currentFrame&&n._currentFrame.onComplete&&n._currentFrame.onComplete();var e=n._currentFrame=n._frameQueue.shift();if(e){var r=e.name?e.name.toString():null;t._fullLayout._currentFrame=r,n._lastFrameAt=Date.now(),n._timeToNext=e.frameOpts.duration,h.transition(t,e.frame.data,e.frame.layout,T.coerceTraceIndices(t,e.frame.traces),e.frameOpts,e.transitionOpts).then((function(){e.onComplete&&e.onComplete()})),t.emit(\"plotly_animatingframe\",{name:r,frame:e.frame,animation:{frame:e.frameOpts,transition:e.transitionOpts}})}else t.emit(\"plotly_animated\"),window.cancelAnimationFrame(n._animationRaf),n._animationRaf=null}function p(){t.emit(\"plotly_animating\"),n._lastFrameAt=-1/0,n._timeToNext=0,n._runningTransitions=0,n._currentFrame=null;var e=function(){n._animationRaf=window.requestAnimationFrame(e),Date.now()-n._lastFrameAt>n._timeToNext&&f()};e()}var d,g,m=0;function v(t){return Array.isArray(i)?m>=i.length?t.transitionOpts=i[m]:t.transitionOpts=i[0]:t.transitionOpts=i,m++,t}var y=[],x=null==e,b=Array.isArray(e);if(!x&&!b&&o.isPlainObject(e))y.push({type:\"object\",data:v(o.extendFlat({},e))});else if(x||-1!==[\"string\",\"number\"].indexOf(typeof e))for(d=0;d<n._frames.length;d++)(g=n._frames[d])&&(x||String(g.group)===String(e))&&y.push({type:\"byname\",name:String(g.name),data:v({name:g.name})});else if(b)for(d=0;d<e.length;d++){var _=e[d];-1!==[\"number\",\"string\"].indexOf(typeof _)?(_=String(_),y.push({type:\"byname\",name:_,data:v({name:_})})):o.isPlainObject(_)&&y.push({type:\"object\",data:v(o.extendFlat({},_))})}for(d=0;d<y.length;d++)if(\"byname\"===(g=y[d]).type&&!n._frameHash[g.data.name])return o.warn('animate failure: frame not found: \"'+g.data.name+'\"'),void u();-1!==[\"next\",\"immediate\"].indexOf(r.mode)&&function(){if(0!==n._frameQueue.length){for(;n._frameQueue.length;){var e=n._frameQueue.pop();e.onInterrupt&&e.onInterrupt()}t.emit(\"plotly_animationinterrupted\",[])}}(),\"reverse\"===r.direction&&y.reverse();var w=t._fullLayout._currentFrame;if(w&&r.fromcurrent){var k=-1;for(d=0;d<y.length;d++)if(\"byname\"===(g=y[d]).type&&g.name===w){k=d;break}if(k>0&&k<y.length-1){var M=[];for(d=0;d<y.length;d++)g=y[d],(\"byname\"!==y[d].type||d>k)&&M.push(g);y=M}}y.length>0?function(e){if(0!==e.length){for(var i=0;i<e.length;i++){var o;o=\"byname\"===e[i].type?h.computeFrame(t,e[i].name):e[i].data;var f=l(i),d=s(i);d.duration=Math.min(d.duration,f.duration);var g={frame:o,name:e[i].name,frameOpts:f,transitionOpts:d};i===e.length-1&&(g.onComplete=c(a,2),g.onInterrupt=u),n._frameQueue.push(g)}\"immediate\"===r.mode&&(n._lastFrameAt=-1/0),n._animationRaf||p()}}(y):(t.emit(\"plotly_animated\"),a())}))},r.addFrames=function(t,e,r){if(t=o.getGraphDiv(t),null==e)return Promise.resolve();if(!o.isPlotDiv(t))throw new Error(\"This element is not a Plotly plot: \"+t+\". It's likely that you've failed to create a plot before adding frames. For more details, see https://plotly.com/javascript/animations/\");var n,i,a,s,l=t._transitionData._frames,u=t._transitionData._frameHash;if(!Array.isArray(e))throw new Error(\"addFrames failure: frameList must be an Array of frame definitions\"+e);var f=l.length+2*e.length,p=[],d={};for(n=e.length-1;n>=0;n--)if(o.isPlainObject(e[n])){var g=e[n].name,m=(u[g]||d[g]||{}).name,v=e[n].name,y=u[m]||d[m];m&&v&&\"number\"==typeof v&&y&&S<5&&(S++,o.warn('addFrames: overwriting frame \"'+(u[m]||d[m]).name+'\" with a frame whose name of type \"number\" also equates to \"'+m+'\". This is valid but may potentially lead to unexpected behavior since all plotly.js frame names are stored internally as strings.'),5===S&&o.warn(\"addFrames: This API call has yielded too many of these warnings. For the rest of this call, further warnings about numeric frame names will be suppressed.\")),d[g]={name:g},p.push({frame:h.supplyFrameDefaults(e[n]),index:r&&void 0!==r[n]&&null!==r[n]?r[n]:f+n})}p.sort((function(t,e){return t.index>e.index?-1:t.index<e.index?1:0}));var x=[],b=[],_=l.length;for(n=p.length-1;n>=0;n--){if(\"number\"==typeof(i=p[n].frame).name&&o.warn(\"Warning: addFrames accepts frames with numeric names, but the numbers areimplicitly cast to strings\"),!i.name)for(;u[i.name=\"frame \"+t._transitionData._counter++];);if(u[i.name]){for(a=0;a<l.length&&(l[a]||{}).name!==i.name;a++);x.push({type:\"replace\",index:a,value:i}),b.unshift({type:\"replace\",index:a,value:l[a]})}else s=Math.max(0,Math.min(p[n].index,_)),x.push({type:\"insert\",index:s,value:i}),b.unshift({type:\"delete\",index:s}),_++}var w=h.modifyFrames,T=h.modifyFrames,k=[t,b],M=[t,x];return c&&c.add(t,w,k,T,M),h.modifyFrames(t,x)},r.deleteFrames=function(t,e){if(t=o.getGraphDiv(t),!o.isPlotDiv(t))throw new Error(\"This element is not a Plotly plot: \"+t);var r,n,i=t._transitionData._frames,a=[],s=[];if(!e)for(e=[],r=0;r<i.length;r++)e.push(r);for((e=e.slice()).sort(),r=e.length-1;r>=0;r--)n=e[r],a.push({type:\"delete\",index:n}),s.unshift({type:\"insert\",index:n,value:i[n]});var l=h.modifyFrames,u=h.modifyFrames,f=[t,s],p=[t,a];return c&&c.add(t,l,f,u,p),h.modifyFrames(t,a)},r.addTraces=function t(e,n,i){e=o.getGraphDiv(e);var a,s,l=[],u=r.deleteTraces,f=t,h=[e,l],p=[e,n];for(function(t,e,r){var n,i;if(!Array.isArray(t.data))throw new Error(\"gd.data must be an array.\");if(\"undefined\"==typeof e)throw new Error(\"traces must be defined.\");for(Array.isArray(e)||(e=[e]),n=0;n<e.length;n++)if(\"object\"!=typeof(i=e[n])||Array.isArray(i)||null===i)throw new Error(\"all values in traces array must be non-array objects\");if(\"undefined\"==typeof r||Array.isArray(r)||(r=[r]),\"undefined\"!=typeof r&&r.length!==e.length)throw new Error(\"if indices is specified, traces.length must equal indices.length\")}(e,n,i),Array.isArray(n)||(n=[n]),n=n.map((function(t){return o.extendFlat({},t)})),T.cleanData(n),a=0;a<n.length;a++)e.data.push(n[a]);for(a=0;a<n.length;a++)l.push(-n.length+a);if(\"undefined\"==typeof i)return s=r.redraw(e),c.add(e,u,h,f,p),s;Array.isArray(i)||(i=[i]);try{O(e,l,i)}catch(t){throw e.data.splice(e.data.length-n.length,n.length),t}return c.startSequence(e),c.add(e,u,h,f,p),s=r.moveTraces(e,l,i),c.stopSequence(e),s},r.deleteTraces=function t(e,n){e=o.getGraphDiv(e);var i,a,s=[],l=r.addTraces,u=t,f=[e,s,n],h=[e,n];if(\"undefined\"==typeof n)throw new Error(\"indices must be an integer or array of integers.\");for(Array.isArray(n)||(n=[n]),z(e,n,\"indices\"),(n=P(n,e.data.length-1)).sort(o.sorterDes),i=0;i<n.length;i+=1)a=e.data.splice(n[i],1)[0],s.push(a);var p=r.redraw(e);return c.add(e,l,f,u,h),p},r.extendTraces=function t(e,n,i,a){function s(t,e,r){var n,i;if(o.isTypedArray(t))if(r<0){var a=new t.constructor(0),s=R(t,e);r<0?(n=s,i=a):(n=a,i=s)}else if(n=new t.constructor(r),i=new t.constructor(t.length+e.length-r),r===e.length)n.set(e),i.set(t);else if(r<e.length){var l=e.length-r;n.set(e.subarray(l)),i.set(t),i.set(e.subarray(0,l),t.length)}else{var c=r-e.length,u=t.length-c;n.set(t.subarray(u)),n.set(e,c),i.set(t.subarray(0,u))}else n=t.concat(e),i=r>=0&&r<n.length?n.splice(0,n.length-r):[];return[n,i]}var l=D(e=o.getGraphDiv(e),n,i,a,s),u=r.redraw(e),f=[e,l.update,i,l.maxPoints];return c.add(e,r.prependTraces,f,t,arguments),u},r.moveTraces=function t(e,n,i){var a,s=[],l=[],u=t,f=t,h=[e=o.getGraphDiv(e),i,n],p=[e,n,i];if(O(e,n,i),n=Array.isArray(n)?n:[n],\"undefined\"==typeof i)for(i=[],a=0;a<n.length;a++)i.push(-n.length+a);for(i=Array.isArray(i)?i:[i],n=P(n,e.data.length-1),i=P(i,e.data.length-1),a=0;a<e.data.length;a++)-1===n.indexOf(a)&&s.push(e.data[a]);for(a=0;a<n.length;a++)l.push({newIndex:i[a],trace:e.data[n[a]]});for(l.sort((function(t,e){return t.newIndex-e.newIndex})),a=0;a<l.length;a+=1)s.splice(l[a].newIndex,0,l[a].trace);e.data=s;var d=r.redraw(e);return c.add(e,u,h,f,p),d},r.prependTraces=function t(e,n,i,a){function s(t,e,r){var n,i;if(o.isTypedArray(t))if(r<=0){var a=new t.constructor(0),s=R(e,t);r<0?(n=s,i=a):(n=a,i=s)}else if(n=new t.constructor(r),i=new t.constructor(t.length+e.length-r),r===e.length)n.set(e),i.set(t);else if(r<e.length){var l=e.length-r;n.set(e.subarray(0,l)),i.set(e.subarray(l)),i.set(t,l)}else{var c=r-e.length;n.set(e),n.set(t.subarray(0,c),e.length),i.set(t.subarray(c))}else n=e.concat(t),i=r>=0&&r<n.length?n.splice(r,n.length):[];return[n,i]}var l=D(e=o.getGraphDiv(e),n,i,a,s),u=r.redraw(e),f=[e,l.update,i,l.maxPoints];return c.add(e,r.extendTraces,f,t,arguments),u},r.newPlot=function(t,e,n,i){return t=o.getGraphDiv(t),h.cleanPlot([],{},t._fullData||[],t._fullLayout||{}),h.purge(t),r.plot(t,e,n,i)},r.plot=function(t,e,i,a){var s;if(t=o.getGraphDiv(t),l.init(t),o.isPlainObject(e)){var c=e;e=c.data,i=c.layout,a=c.config,s=c.frames}if(!1===l.triggerHandler(t,\"plotly_beforeplot\",[e,i,a]))return Promise.reject();e||i||o.isPlotDiv(t)||o.warn(\"Calling Plotly.plot as if redrawing but this container doesn't yet have a plot.\",t),I(t,a),i||(i={}),n.select(t).classed(\"js-plotly-plot\",!0),g.makeTester(),Array.isArray(t._promises)||(t._promises=[]);var f=0===(t.data||[]).length&&Array.isArray(e);Array.isArray(e)&&(T.cleanData(e),f?t.data=e:t.data.push.apply(t.data,e),t.empty=!1),t.layout&&!f||(t.layout=T.cleanLayout(i)),h.supplyDefaults(t);var m=t._fullLayout,y=m._has(\"cartesian\");if(!m._has(\"polar\")&&e&&e[0]&&e[0].r)return o.log(\"Legacy polar charts are deprecated!\"),function(t,e,r){var i=n.select(t).selectAll(\".plot-container\").data([0]);i.enter().insert(\"div\",\":first-child\").classed(\"plot-container plotly\",!0);var a=i.selectAll(\".svg-container\").data([0]);a.enter().append(\"div\").classed(\"svg-container\",!0).style(\"position\",\"relative\"),a.html(\"\"),e&&(t.data=e);r&&(t.layout=r);p.manager.fillLayout(t),a.style({width:t._fullLayout.width+\"px\",height:t._fullLayout.height+\"px\"}),t.framework=p.manager.framework(t),t.framework({data:t.data,layout:t.layout},a.node()),t.framework.setUndoPoint();var s=t.framework.svg(),l=1,c=t._fullLayout.title?t._fullLayout.title.text:\"\";\"\"!==c&&c||(l=0);var u=function(){this.call(x.convertToTspans,t)},f=s.select(\".title-group text\").call(u);if(t._context.edits.titleText){var d=o._(t,\"Click to enter Plot title\");c&&c!==d||(l=.2,f.attr({\"data-unformatted\":d}).text(d).style({opacity:l}).on(\"mouseover.opacity\",(function(){n.select(this).transition().duration(100).style(\"opacity\",1)})).on(\"mouseout.opacity\",(function(){n.select(this).transition().duration(1e3).style(\"opacity\",0)})));var g=function(){this.call(x.makeEditable,{gd:t}).on(\"edit\",(function(e){t.framework({layout:{title:{text:e}}}),this.text(e).call(u),this.call(g)})).on(\"cancel\",(function(){var t=this.attr(\"data-unformatted\");this.text(t).call(u)}))};f.call(g)}return t._context.setBackground(t,t._fullLayout.paper_bgcolor),h.addLinks(t),Promise.resolve()}(t,e,i);m._replotting=!0,(f||m._shouldCreateBgLayer)&&(lt(t),m._shouldCreateBgLayer&&delete m._shouldCreateBgLayer),t.framework!==lt&&(t.framework=lt,lt(t)),g.initGradients(t),f&&d.saveShowSpikeInitial(t);var b=!t.calcdata||t.calcdata.length!==(t._fullData||[]).length;b&&h.doCalcdata(t);for(var _=0;_<t.calcdata.length;_++)t.calcdata[_][0].trace=t._fullData[_];t._context.responsive?t._responsiveChartHandler||(t._responsiveChartHandler=function(){o.isHidden(t)||h.resize(t)},window.addEventListener(\"resize\",t._responsiveChartHandler)):o.clearResponsive(t);var w=o.extendFlat({},m._size),M=0;function A(){if(h.clearAutoMarginIds(t),k.drawMarginPushers(t),d.allowAutoMargin(t),m._has(\"pie\"))for(var e=t._fullData,r=0;r<e.length;r++){var n=e[r];\"pie\"===n.type&&n.automargin&&h.allowAutoMargin(t,\"pie.\"+n.uid+\".automargin\")}return h.doAutoMargin(t),h.previousPromises(t)}function S(){t._transitioning||(k.doAutoRangeAndConstraints(t),f&&d.saveRangeInitial(t),u.getComponentMethod(\"rangeslider\",\"calcAutorange\")(t))}var C=[h.previousPromises,function(){if(s)return r.addFrames(t,s)},function e(){for(var r=m._basePlotModules,n=0;n<r.length;n++)r[n].drawFramework&&r[n].drawFramework(t);if(!m._glcanvas&&m._has(\"gl\")&&(m._glcanvas=m._glcontainer.selectAll(\".gl-canvas\").data([{key:\"contextLayer\",context:!0,pick:!1},{key:\"focusLayer\",context:!1,pick:!1},{key:\"pickLayer\",context:!1,pick:!0}],(function(t){return t.key})),m._glcanvas.enter().append(\"canvas\").attr(\"class\",(function(t){return\"gl-canvas gl-canvas-\"+t.key.replace(\"Layer\",\"\")})).style({position:\"absolute\",top:0,left:0,overflow:\"visible\",\"pointer-events\":\"none\"})),m._glcanvas){m._glcanvas.attr(\"width\",m.width).attr(\"height\",m.height);var i=m._glcanvas.data()[0].regl;if(i&&(Math.floor(m.width)!==i._gl.drawingBufferWidth||Math.floor(m.height)!==i._gl.drawingBufferHeight)){var a=\"WebGL context buffer and canvas dimensions do not match due to browser/WebGL bug.\";if(!M)return o.log(a+\" Clearing graph and plotting again.\"),h.cleanPlot([],{},t._fullData,m),h.supplyDefaults(t),m=t._fullLayout,h.doCalcdata(t),M++,e();o.error(a)}}return\"h\"===m.modebar.orientation?m._modebardiv.style(\"height\",null).style(\"width\",\"100%\"):m._modebardiv.style(\"width\",null).style(\"height\",m.height+\"px\"),h.previousPromises(t)},A,function(){if(h.didMarginChange(w,m._size))return o.syncOrAsync([A,k.layoutStyles],t)}];y&&C.push((function(){if(b)return o.syncOrAsync([u.getComponentMethod(\"shapes\",\"calcAutorange\"),u.getComponentMethod(\"annotations\",\"calcAutorange\"),S],t);S()})),C.push(k.layoutStyles),y&&C.push((function(){return d.draw(t,f?\"\":\"redraw\")}),(function(t){t._fullLayout._insideTickLabelsAutorange&&q(t,t._fullLayout._insideTickLabelsAutorange).then((function(){t._fullLayout._insideTickLabelsAutorange=void 0}))})),C.push(k.drawData,k.finalDraw,v,h.addLinks,h.rehover,h.redrag,h.doAutoMargin,(function(t){t._fullLayout._insideTickLabelsAutorange&&f&&d.saveRangeInitial(t,!0)}),h.previousPromises);var L=o.syncOrAsync(C,t);return L&&L.then||(L=Promise.resolve()),L.then((function(){return E(t),t}))},r.purge=function(t){var e=(t=o.getGraphDiv(t))._fullLayout||{},r=t._fullData||[];return h.cleanPlot([],{},r,e),h.purge(t),l.purge(t),e._container&&e._container.remove(),delete t._context,t},r.react=function(t,e,n,i){var a,l;t=o.getGraphDiv(t),T.clearPromiseQueue(t);var c=t._fullData,p=t._fullLayout;if(o.isPlotDiv(t)&&c&&p){if(o.isPlainObject(e)){var d=e;e=d.data,n=d.layout,i=d.config,a=d.frames}var g=!1;if(i){var m=o.extendDeep({},t._context);t._context=void 0,I(t,i),g=function t(e,r){var n;for(n in e)if(\"_\"!==n.charAt(0)){var i=e[n],a=r[n];if(i!==a)if(o.isPlainObject(i)&&o.isPlainObject(a)){if(t(i,a))return!0}else{if(!Array.isArray(i)||!Array.isArray(a))return!0;if(i.length!==a.length)return!0;for(var s=0;s<i.length;s++)if(i[s]!==a[s]){if(!o.isPlainObject(i[s])||!o.isPlainObject(a[s]))return!0;if(t(i[s],a[s]))return!0}}}}(m,t._context)}t.data=e||[],T.cleanData(t.data),t.layout=n||{},T.cleanLayout(t.layout),function(t,e,r,n){var i,a,l,c,u,f,h,p,d=n._preGUI,g=[],m={};for(i in d){if(u=et(i,$)){if(a=u.attr||u.head+\".uirevision\",(c=(l=s(n,a).get())&&rt(a,e))&&c===l&&(null===(f=d[i])&&(f=void 0),at(p=(h=s(e,i)).get(),f))){void 0===p&&\"autorange\"===i.substr(i.length-9)&&g.push(i.substr(0,i.length-10)),h.set(B(s(n,i).get()));continue}}else o.warn(\"unrecognized GUI edit: \"+i);delete d[i],\"range[\"===i.substr(i.length-8,6)&&(m[i.substr(0,i.length-9)]=1)}for(var v=0;v<g.length;v++){var y=g[v];if(m[y]){var x=s(e,y).get();x&&delete x.autorange}}var b=n._tracePreGUI;for(var _ in b){var w,T=b[_],k=null;for(i in T){if(!k){var M=nt(_,r);if(M<0){delete b[_];break}var A=it(_,t,(w=r[M]._fullInput).index);if(A<0){delete b[_];break}k=t[A]}if(u=et(i,tt)){if(u.attr?c=(l=s(n,u.attr).get())&&rt(u.attr,e):(l=w.uirevision,void 0===(c=k.uirevision)&&(c=e.uirevision)),c&&c===l&&(null===(f=T[i])&&(f=void 0),at(p=(h=s(k,i)).get(),f))){h.set(B(s(w,i).get()));continue}}else o.warn(\"unrecognized GUI edit: \"+i+\" in trace uid \"+_);delete T[i]}}}(t.data,t.layout,c,p),h.supplyDefaults(t,{skipUpdateCalc:!0});var v=t._fullData,y=t._fullLayout,x=void 0===y.datarevision,b=y.transition,_=function(t,e,r,n,i){var a=M.layoutFlags();function o(t){return f.getLayoutValObject(r,t)}a.arrays={},a.rangesAltered={},a.nChanges=0,a.nChangesAnim=0,ot(e,r,[],{getValObject:o,flags:a,immutable:n,transition:i,gd:t}),(a.plot||a.calc)&&(a.layoutReplot=!0);i&&a.nChanges&&a.nChangesAnim&&(a.anim=a.nChanges===a.nChangesAnim?\"all\":\"some\");return a}(t,p,y,x,b),w=_.newDataRevision,A=function(t,e,r,n,i,a){var o=e.length===r.length;if(!i&&!o)return{fullReplot:!0,calc:!0};var s,l,c=M.traceFlags();c.arrays={},c.nChanges=0,c.nChangesAnim=0;var u={getValObject:function(t){var e=f.getTraceValObject(l,t);return!l._module.animatable&&e.anim&&(e.anim=!1),e},flags:c,immutable:n,transition:i,newDataRevision:a,gd:t},p={};for(s=0;s<e.length;s++)if(r[s]){if(l=r[s]._fullInput,h.hasMakesDataTransform(l)&&(l=r[s]),p[l.uid])continue;p[l.uid]=1,ot(e[s]._fullInput,l,[],u)}(c.calc||c.plot)&&(c.fullReplot=!0);i&&c.nChanges&&c.nChangesAnim&&(c.anim=c.nChanges===c.nChangesAnim&&o?\"all\":\"some\");return c}(t,c,v,x,b,w);if(J(t)&&(_.layoutReplot=!0),A.calc||_.calc){t.calcdata=void 0;for(var S=Object.getOwnPropertyNames(y),C=0;C<S.length;C++){var L=S[C],P=L.substring(0,5);if(\"xaxis\"===P||\"yaxis\"===P){var z=y[L]._emptyCategories;z&&z()}}}else h.supplyDefaultsUpdateCalc(t.calcdata,v);var O=[];if(a&&(t._transitionData={},h.createTransitionData(t),O.push((function(){return r.addFrames(t,a)}))),y.transition&&!g&&(A.anim||_.anim))_.ticks&&O.push(k.doTicksRelayout),h.doCalcdata(t),k.doAutoRangeAndConstraints(t),O.push((function(){return h.transitionFromReact(t,A,_,p)}));else if(A.fullReplot||_.layoutReplot||g)t._fullLayout._skipDefaults=!0,O.push(r.plot);else{for(var D in _.arrays){var R=_.arrays[D];if(R.length){var F=u.getComponentMethod(D,\"drawOne\");if(F!==o.noop)for(var N=0;N<R.length;N++)F(t,R[N]);else{var j=u.getComponentMethod(D,\"draw\");if(j===o.noop)throw new Error(\"cannot draw components: \"+D);j(t)}}}O.push(h.previousPromises),A.style&&O.push(k.doTraceStyle),(A.colorbars||_.colorbars)&&O.push(k.doColorBars),_.legend&&O.push(k.doLegend),_.layoutstyle&&O.push(k.layoutStyles),_.axrange&&G(O),_.ticks&&O.push(k.doTicksRelayout),_.modebar&&O.push(k.doModeBar),_.camera&&O.push(k.doCamera),O.push(E)}O.push(h.rehover,h.redrag),(l=o.syncOrAsync(O,t))&&l.then||(l=Promise.resolve(t))}else l=r.newPlot(t,e,n,i);return l.then((function(){return t.emit(\"plotly_react\",{data:e,layout:n}),t}))},r.redraw=function(t){if(t=o.getGraphDiv(t),!o.isPlotDiv(t))throw new Error(\"This element is not a Plotly plot: \"+t);return T.cleanData(t.data),T.cleanLayout(t.layout),t.calcdata=void 0,r.plot(t).then((function(){return t.emit(\"plotly_redraw\"),t}))},r.relayout=q,r.restyle=F,r.setPlotConfig=function(t){return o.extendFlat(_,t)},r.update=K,r._guiRelayout=Q(q),r._guiRestyle=Q(F),r._guiUpdate=Q(K),r._storeDirectGUIEdit=function(t,e,r){for(var n in r){j(n,s(t,n).get(),r[n],e)}}},{\"../components/color\":643,\"../components/drawing\":665,\"../constants/xmlns_namespaces\":754,\"../lib\":778,\"../lib/events\":767,\"../lib/queue\":794,\"../lib/svg_text_utils\":803,\"../plots/cartesian/axes\":828,\"../plots/cartesian/constants\":834,\"../plots/cartesian/graph_interact\":837,\"../plots/cartesian/select\":847,\"../plots/plots\":891,\"../plots/polar/legacy\":899,\"../registry\":911,\"./edit_types\":810,\"./helpers\":811,\"./manage_arrays\":813,\"./plot_config\":815,\"./plot_schema\":816,\"./subroutines\":818,d3:169,\"fast-isnumeric\":241,\"has-hover\":440}],815:[function(t,e,r){\"use strict\";var n={staticPlot:{valType:\"boolean\",dflt:!1},plotlyServerURL:{valType:\"string\",dflt:\"\"},editable:{valType:\"boolean\",dflt:!1},edits:{annotationPosition:{valType:\"boolean\",dflt:!1},annotationTail:{valType:\"boolean\",dflt:!1},annotationText:{valType:\"boolean\",dflt:!1},axisTitleText:{valType:\"boolean\",dflt:!1},colorbarPosition:{valType:\"boolean\",dflt:!1},colorbarTitleText:{valType:\"boolean\",dflt:!1},legendPosition:{valType:\"boolean\",dflt:!1},legendText:{valType:\"boolean\",dflt:!1},shapePosition:{valType:\"boolean\",dflt:!1},titleText:{valType:\"boolean\",dflt:!1}},autosizable:{valType:\"boolean\",dflt:!1},responsive:{valType:\"boolean\",dflt:!1},fillFrame:{valType:\"boolean\",dflt:!1},frameMargins:{valType:\"number\",dflt:0,min:0,max:.5},scrollZoom:{valType:\"flaglist\",flags:[\"cartesian\",\"gl3d\",\"geo\",\"mapbox\"],extras:[!0,!1],dflt:\"gl3d+geo+mapbox\"},doubleClick:{valType:\"enumerated\",values:[!1,\"reset\",\"autosize\",\"reset+autosize\"],dflt:\"reset+autosize\"},doubleClickDelay:{valType:\"number\",dflt:300,min:0},showAxisDragHandles:{valType:\"boolean\",dflt:!0},showAxisRangeEntryBoxes:{valType:\"boolean\",dflt:!0},showTips:{valType:\"boolean\",dflt:!0},showLink:{valType:\"boolean\",dflt:!1},linkText:{valType:\"string\",dflt:\"Edit chart\",noBlank:!0},sendData:{valType:\"boolean\",dflt:!0},showSources:{valType:\"any\",dflt:!1},displayModeBar:{valType:\"enumerated\",values:[\"hover\",!0,!1],dflt:\"hover\"},showSendToCloud:{valType:\"boolean\",dflt:!1},showEditInChartStudio:{valType:\"boolean\",dflt:!1},modeBarButtonsToRemove:{valType:\"any\",dflt:[]},modeBarButtonsToAdd:{valType:\"any\",dflt:[]},modeBarButtons:{valType:\"any\",dflt:!1},toImageButtonOptions:{valType:\"any\",dflt:{}},displaylogo:{valType:\"boolean\",dflt:!0},watermark:{valType:\"boolean\",dflt:!1},plotGlPixelRatio:{valType:\"number\",dflt:2,min:1,max:4},setBackground:{valType:\"any\",dflt:\"transparent\"},topojsonURL:{valType:\"string\",noBlank:!0,dflt:\"https://cdn.plot.ly/\"},mapboxAccessToken:{valType:\"string\",dflt:null},logging:{valType:\"integer\",min:0,max:2,dflt:1},notifyOnLogging:{valType:\"integer\",min:0,max:2,dflt:0},queueLength:{valType:\"integer\",min:0,dflt:0},globalTransforms:{valType:\"any\",dflt:[]},locale:{valType:\"string\",dflt:\"en-US\"},locales:{valType:\"any\",dflt:{}}},i={};!function t(e,r){for(var n in e){var i=e[n];i.valType?r[n]=i.dflt:(r[n]||(r[n]={}),t(i,r[n]))}}(n,i),e.exports={configAttributes:n,dfltConfig:i}},{}],816:[function(t,e,r){\"use strict\";var n=t(\"../registry\"),i=t(\"../lib\"),a=t(\"../plots/attributes\"),o=t(\"../plots/layout_attributes\"),s=t(\"../plots/frame_attributes\"),l=t(\"../plots/animation_attributes\"),c=t(\"./plot_config\").configAttributes,u=t(\"../plots/polar/legacy/area_attributes\"),f=t(\"../plots/polar/legacy/axis_attributes\"),h=t(\"./edit_types\"),p=i.extendFlat,d=i.extendDeepAll,g=i.isPlainObject,m=i.isArrayOrTypedArray,v=i.nestedProperty,y=i.valObjectMeta,x=[\"_isSubplotObj\",\"_isLinkedToArray\",\"_arrayAttrRegexps\",\"_deprecated\"];function b(t,e,r){if(!t)return!1;if(t._isLinkedToArray)if(_(e[r]))r++;else if(r<e.length)return!1;for(;r<e.length;r++){var n=t[e[r]];if(!g(n))break;if(t=n,r===e.length-1)break;if(t._isLinkedToArray){if(!_(e[++r]))return!1}else if(\"info_array\"===t.valType){var i=e[++r];if(!_(i))return!1;var a=t.items;if(Array.isArray(a)){if(i>=a.length)return!1;if(2===t.dimensions){if(r++,e.length===r)return t;var o=e[r];if(!_(o))return!1;t=a[i][o]}else t=a[i]}else t=a}}return t}function _(t){return t===Math.round(t)&&t>=0}function w(){var t,e,r={};for(t in d(r,o),n.subplotsRegistry){if((e=n.subplotsRegistry[t]).layoutAttributes)if(Array.isArray(e.attr))for(var i=0;i<e.attr.length;i++)M(r,e,e.attr[i]);else M(r,e,\"subplot\"===e.attr?e.name:e.attr)}for(t in r=function(t){return p(t,{radialaxis:f.radialaxis,angularaxis:f.angularaxis}),p(t,f.layout),t}(r),n.componentsRegistry){var a=(e=n.componentsRegistry[t]).schema;if(a&&(a.subplots||a.layout)){var s=a.subplots;if(s&&s.xaxis&&!s.yaxis)for(var l in s.xaxis)delete r.yaxis[l]}else\"colorscale\"===e.name?d(r,e.layoutAttributes):e.layoutAttributes&&A(r,e.layoutAttributes,e.name)}return{layoutAttributes:k(r)}}function T(){var t={frames:d({},s)};return k(t),t.frames}function k(t){return function(t){r.crawl(t,(function(t,e,n){r.isValObject(t)?\"data_array\"===t.valType?(t.role=\"data\",n[e+\"src\"]={valType:\"string\",editType:\"none\"}):!0===t.arrayOk&&(n[e+\"src\"]={valType:\"string\",editType:\"none\"}):g(t)&&(t.role=\"object\")}))}(t),function(t){r.crawl(t,(function(t,e,r){if(t){var n=t._isLinkedToArray;n&&(delete t._isLinkedToArray,r[e]={items:{}},r[e].items[n]=t,r[e].role=\"object\")}}))}(t),function(t){!function t(e){for(var r in e)if(g(e[r]))t(e[r]);else if(Array.isArray(e[r]))for(var n=0;n<e[r].length;n++)t(e[r][n]);else e[r]instanceof RegExp&&(e[r]=e[r].toString())}(t)}(t),t}function M(t,e,r){var n=v(t,r),i=d({},e.layoutAttributes);i._isSubplotObj=!0,n.set(i)}function A(t,e,r){var n=v(t,r);n.set(d(n.get()||{},e))}r.IS_SUBPLOT_OBJ=\"_isSubplotObj\",r.IS_LINKED_TO_ARRAY=\"_isLinkedToArray\",r.DEPRECATED=\"_deprecated\",r.UNDERSCORE_ATTRS=x,r.get=function(){var t={};n.allTypes.concat(\"area\").forEach((function(e){t[e]=function(t){var e,i;\"area\"===t?(e={attributes:u},i={}):(e=n.modules[t]._module,i=e.basePlotModule);var o={type:null},s=d({},a),l=d({},e.attributes);r.crawl(l,(function(t,e,r,n,i){v(s,i).set(void 0),void 0===t&&v(l,i).set(void 0)})),d(o,s),n.traceIs(t,\"noOpacity\")&&delete o.opacity;n.traceIs(t,\"showLegend\")||(delete o.showlegend,delete o.legendgroup);n.traceIs(t,\"noHover\")&&(delete o.hoverinfo,delete o.hoverlabel);e.selectPoints||delete o.selectedpoints;d(o,l),i.attributes&&d(o,i.attributes);o.type=t;var c={meta:e.meta||{},categories:e.categories||{},animatable:Boolean(e.animatable),type:t,attributes:k(o)};if(e.layoutAttributes){var f={};d(f,e.layoutAttributes),c.layoutAttributes=k(f)}e.animatable||r.crawl(c,(function(t){r.isValObject(t)&&\"anim\"in t&&delete t.anim}));return c}(e)}));var e={};return Object.keys(n.transformsRegistry).forEach((function(t){e[t]=function(t){var e=n.transformsRegistry[t],r=d({},e.attributes);return Object.keys(n.componentsRegistry).forEach((function(e){var i=n.componentsRegistry[e];i.schema&&i.schema.transforms&&i.schema.transforms[t]&&Object.keys(i.schema.transforms[t]).forEach((function(e){A(r,i.schema.transforms[t][e],e)}))})),{attributes:k(r)}}(t)})),{defs:{valObjects:y,metaKeys:x.concat([\"description\",\"role\",\"editType\",\"impliedEdits\"]),editType:{traces:h.traces,layout:h.layout},impliedEdits:{}},traces:t,layout:w(),transforms:e,frames:T(),animation:k(l),config:k(c)}},r.crawl=function(t,e,n,i){var a=n||0;i=i||\"\",Object.keys(t).forEach((function(n){var o=t[n];if(-1===x.indexOf(n)){var s=(i?i+\".\":\"\")+n;e(o,n,t,a,s),r.isValObject(o)||g(o)&&\"impliedEdits\"!==n&&r.crawl(o,e,a+1,s)}}))},r.isValObject=function(t){return t&&void 0!==t.valType},r.findArrayAttributes=function(t){var e,n,i=[],o=[],s=[];function l(t,r,a,l){o=o.slice(0,l).concat([r]),s=s.slice(0,l).concat([t&&t._isLinkedToArray]),t&&(\"data_array\"===t.valType||!0===t.arrayOk)&&!(\"colorbar\"===o[l-1]&&(\"ticktext\"===r||\"tickvals\"===r))&&function t(e,r,a){var l=e[o[r]],c=a+o[r];if(r===o.length-1)m(l)&&i.push(n+c);else if(s[r]){if(Array.isArray(l))for(var u=0;u<l.length;u++)g(l[u])&&t(l[u],r+1,c+\"[\"+u+\"].\")}else g(l)&&t(l,r+1,c+\".\")}(e,0,\"\")}e=t,n=\"\",r.crawl(a,l),t._module&&t._module.attributes&&r.crawl(t._module.attributes,l);var c=t.transforms;if(c)for(var u=0;u<c.length;u++){var f=c[u],h=f._module;h&&(n=\"transforms[\"+u+\"].\",e=f,r.crawl(h.attributes,l))}return i},r.getTraceValObject=function(t,e){var r,i,o=e[0],s=1;if(\"transforms\"===o){if(1===e.length)return a.transforms;var l=t.transforms;if(!Array.isArray(l)||!l.length)return!1;var c=e[1];if(!_(c)||c>=l.length)return!1;i=(r=(n.transformsRegistry[l[c].type]||{}).attributes)&&r[e[2]],s=3}else if(\"area\"===t.type)i=u[o];else{var f=t._module;if(f||(f=(n.modules[t.type||a.type.dflt]||{})._module),!f)return!1;if(!(i=(r=f.attributes)&&r[o])){var h=f.basePlotModule;h&&h.attributes&&(i=h.attributes[o])}i||(i=a[o])}return b(i,e,s)},r.getLayoutValObject=function(t,e){return b(function(t,e){var r,i,a,s,l=t._basePlotModules;if(l){var c;for(r=0;r<l.length;r++){if((a=l[r]).attrRegex&&a.attrRegex.test(e)){if(a.layoutAttrOverrides)return a.layoutAttrOverrides;!c&&a.layoutAttributes&&(c=a.layoutAttributes)}var u=a.baseLayoutAttrOverrides;if(u&&e in u)return u[e]}if(c)return c}var h=t._modules;if(h)for(r=0;r<h.length;r++)if((s=h[r].layoutAttributes)&&e in s)return s[e];for(i in n.componentsRegistry){if(\"colorscale\"===(a=n.componentsRegistry[i]).name&&0===e.indexOf(\"coloraxis\"))return a.layoutAttributes[e];if(!a.schema&&e===a.name)return a.layoutAttributes}if(e in o)return o[e];if(\"radialaxis\"===e||\"angularaxis\"===e)return f[e];return f.layout[e]||!1}(t,e[0]),e,1)}},{\"../lib\":778,\"../plots/animation_attributes\":822,\"../plots/attributes\":824,\"../plots/frame_attributes\":857,\"../plots/layout_attributes\":882,\"../plots/polar/legacy/area_attributes\":897,\"../plots/polar/legacy/axis_attributes\":898,\"../registry\":911,\"./edit_types\":810,\"./plot_config\":815}],817:[function(t,e,r){\"use strict\";var n=t(\"../lib\"),i=t(\"../plots/attributes\"),a={name:{valType:\"string\",editType:\"none\"}};function o(t){return t&&\"string\"==typeof t}function s(t){var e=t.length-1;return\"s\"!==t.charAt(e)&&n.warn(\"bad argument to arrayDefaultKey: \"+t),t.substr(0,t.length-1)+\"defaults\"}a.templateitemname={valType:\"string\",editType:\"calc\"},r.templatedArray=function(t,e){return e._isLinkedToArray=t,e.name=a.name,e.templateitemname=a.templateitemname,e},r.traceTemplater=function(t){var e,r,a={};for(e in t)r=t[e],Array.isArray(r)&&r.length&&(a[e]=0);return{newTrace:function(o){var s={type:e=n.coerce(o,{},i,\"type\"),_template:null};if(e in a){r=t[e];var l=a[e]%r.length;a[e]++,s._template=r[l]}return s}}},r.newContainer=function(t,e,r){var i=t._template,a=i&&(i[e]||r&&i[r]);return n.isPlainObject(a)||(a=null),t[e]={_template:a}},r.arrayTemplater=function(t,e,r){var n=t._template,i=n&&n[s(e)],a=n&&n[e];Array.isArray(a)&&a.length||(a=[]);var l={};return{newItem:function(t){var e={name:t.name,_input:t},n=e.templateitemname=t.templateitemname;if(!o(n))return e._template=i,e;for(var s=0;s<a.length;s++){var c=a[s];if(c.name===n)return l[n]=1,e._template=c,e}return e[r]=t[r]||!1,e._template=!1,e},defaultItems:function(){for(var t=[],e=0;e<a.length;e++){var r=a[e],n=r.name;if(o(n)&&!l[n]){var i={_template:r,name:n,_input:{_templateitemname:n}};i.templateitemname=r.templateitemname,t.push(i),l[n]=1}}return t}}},r.arrayDefaultKey=s,r.arrayEditor=function(t,e,r){var i=(n.nestedProperty(t,e).get()||[]).length,a=r._index,o=a>=i&&(r._input||{})._templateitemname;o&&(a=i);var s,l=e+\"[\"+a+\"]\";function c(){s={},o&&(s[l]={},s[l].templateitemname=o)}function u(t,e){o?n.nestedProperty(s[l],t).set(e):s[l+\".\"+t]=e}function f(){var t=s;return c(),t}return c(),{modifyBase:function(t,e){s[t]=e},modifyItem:u,getUpdateObj:f,applyUpdate:function(e,r){e&&u(e,r);var i=f();for(var a in i)n.nestedProperty(t,a).set(i[a])}}}},{\"../lib\":778,\"../plots/attributes\":824}],818:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../registry\"),a=t(\"../plots/plots\"),o=t(\"../lib\"),s=t(\"../lib/clear_gl_canvases\"),l=t(\"../components/color\"),c=t(\"../components/drawing\"),u=t(\"../components/titles\"),f=t(\"../components/modebar\"),h=t(\"../plots/cartesian/axes\"),p=t(\"../constants/alignment\"),d=t(\"../plots/cartesian/constraints\"),g=d.enforce,m=d.clean,v=t(\"../plots/cartesian/autorange\").doAutoRange;function y(t,e,r){for(var n=0;n<r.length;n++){var i=r[n][0],a=r[n][1];if(!(i[0]>=t[1]||i[1]<=t[0])&&(a[0]<e[1]&&a[1]>e[0]))return!0}return!1}function x(t){var e,i,s,u,d,g,m=t._fullLayout,v=m._size,x=v.p,_=h.list(t,\"\",!0);if(m._paperdiv.style({width:t._context.responsive&&m.autosize&&!t._context._hasZeroWidth&&!t.layout.width?\"100%\":m.width+\"px\",height:t._context.responsive&&m.autosize&&!t._context._hasZeroHeight&&!t.layout.height?\"100%\":m.height+\"px\"}).selectAll(\".main-svg\").call(c.setSize,m.width,m.height),t._context.setBackground(t,m.paper_bgcolor),r.drawMainTitle(t),f.manage(t),!m._has(\"cartesian\"))return a.previousPromises(t);function T(t,e,r){var n=t._lw/2;return\"x\"===t._id.charAt(0)?e?\"top\"===r?e._offset-x-n:e._offset+e._length+x+n:v.t+v.h*(1-(t.position||0))+n%1:e?\"right\"===r?e._offset+e._length+x+n:e._offset-x-n:v.l+v.w*(t.position||0)+n%1}for(e=0;e<_.length;e++){var k=(u=_[e])._anchorAxis;u._linepositions={},u._lw=c.crispRound(t,u.linewidth,1),u._mainLinePosition=T(u,k,u.side),u._mainMirrorPosition=u.mirror&&k?T(u,k,p.OPPOSITE_SIDE[u.side]):null}var M=[],A=[],S=[],E=1===l.opacity(m.paper_bgcolor)&&1===l.opacity(m.plot_bgcolor)&&m.paper_bgcolor===m.plot_bgcolor;for(i in m._plots)if((s=m._plots[i]).mainplot)s.bg&&s.bg.remove(),s.bg=void 0;else{var C=s.xaxis.domain,L=s.yaxis.domain,I=s.plotgroup;if(y(C,L,S)){var P=I.node(),z=s.bg=o.ensureSingle(I,\"rect\",\"bg\");P.insertBefore(z.node(),P.childNodes[0]),A.push(i)}else I.select(\"rect.bg\").remove(),S.push([C,L]),E||(M.push(i),A.push(i))}var O,D,R,F,B,N,j,U,V,q,H,G,Y,W=m._bgLayer.selectAll(\".bg\").data(M);for(W.enter().append(\"rect\").classed(\"bg\",!0),W.exit().remove(),W.each((function(t){m._plots[t].bg=n.select(this)})),e=0;e<A.length;e++)s=m._plots[A[e]],d=s.xaxis,g=s.yaxis,s.bg&&void 0!==d._offset&&void 0!==g._offset&&s.bg.call(c.setRect,d._offset-x,g._offset-x,d._length+2*x,g._length+2*x).call(l.fill,m.plot_bgcolor).style(\"stroke-width\",0);if(!m._hasOnlyLargeSploms)for(i in m._plots){s=m._plots[i],d=s.xaxis,g=s.yaxis;var X,Z,J=s.clipId=\"clip\"+m._uid+i+\"plot\",K=o.ensureSingleById(m._clips,\"clipPath\",J,(function(t){t.classed(\"plotclip\",!0).append(\"rect\")}));s.clipRect=K.select(\"rect\").attr({width:d._length,height:g._length}),c.setTranslate(s.plot,d._offset,g._offset),s._hasClipOnAxisFalse?(X=null,Z=J):(X=J,Z=null),c.setClipUrl(s.plot,X,t),s.layerClipId=Z}function Q(t){return\"M\"+O+\",\"+t+\"H\"+D}function $(t){return\"M\"+d._offset+\",\"+t+\"h\"+d._length}function tt(t){return\"M\"+t+\",\"+U+\"V\"+j}function et(t){return\"M\"+t+\",\"+g._offset+\"v\"+g._length}function rt(t,e,r){if(!t.showline||i!==t._mainSubplot)return\"\";if(!t._anchorAxis)return r(t._mainLinePosition);var n=e(t._mainLinePosition);return t.mirror&&(n+=e(t._mainMirrorPosition)),n}for(i in m._plots){s=m._plots[i],d=s.xaxis,g=s.yaxis;var nt=\"M0,0\";b(d,i)&&(B=w(d,\"left\",g,_),O=d._offset-(B?x+B:0),N=w(d,\"right\",g,_),D=d._offset+d._length+(N?x+N:0),R=T(d,g,\"bottom\"),F=T(d,g,\"top\"),!(Y=!d._anchorAxis||i!==d._mainSubplot)||\"allticks\"!==d.mirror&&\"all\"!==d.mirror||(d._linepositions[i]=[R,F]),nt=rt(d,Q,$),Y&&d.showline&&(\"all\"===d.mirror||\"allticks\"===d.mirror)&&(nt+=Q(R)+Q(F)),s.xlines.style(\"stroke-width\",d._lw+\"px\").call(l.stroke,d.showline?d.linecolor:\"rgba(0,0,0,0)\")),s.xlines.attr(\"d\",nt);var it=\"M0,0\";b(g,i)&&(H=w(g,\"bottom\",d,_),j=g._offset+g._length+(H?x:0),G=w(g,\"top\",d,_),U=g._offset-(G?x:0),V=T(g,d,\"left\"),q=T(g,d,\"right\"),!(Y=!g._anchorAxis||i!==g._mainSubplot)||\"allticks\"!==g.mirror&&\"all\"!==g.mirror||(g._linepositions[i]=[V,q]),it=rt(g,tt,et),Y&&g.showline&&(\"all\"===g.mirror||\"allticks\"===g.mirror)&&(it+=tt(V)+tt(q)),s.ylines.style(\"stroke-width\",g._lw+\"px\").call(l.stroke,g.showline?g.linecolor:\"rgba(0,0,0,0)\")),s.ylines.attr(\"d\",it)}return h.makeClipPaths(t),a.previousPromises(t)}function b(t,e){return(t.ticks||t.showline)&&(e===t._mainSubplot||\"all\"===t.mirror||\"allticks\"===t.mirror)}function _(t,e,r){if(!r.showline||!r._lw)return!1;if(\"all\"===r.mirror||\"allticks\"===r.mirror)return!0;var n=r._anchorAxis;if(!n)return!1;var i=p.FROM_BL[e];return r.side===e?n.domain[i]===t.domain[i]:r.mirror&&n.domain[1-i]===t.domain[1-i]}function w(t,e,r,n){if(_(t,e,r))return r._lw;for(var i=0;i<n.length;i++){var a=n[i];if(a._mainAxis===r._mainAxis&&_(t,e,a))return a._lw}return 0}function T(t,e){var r=t.title,n=t._size,i=0;switch(\"start\"===e?i=r.pad.l:\"end\"===e&&(i=-r.pad.r),r.xref){case\"paper\":return n.l+n.w*r.x+i;case\"container\":default:return t.width*r.x+i}}function k(t,e){var r=t.title,n=t._size,i=0;if(\"0em\"!==e&&e?e===p.CAP_SHIFT+\"em\"&&(i=r.pad.t):i=-r.pad.b,\"auto\"===r.y)return n.t/2;switch(r.yref){case\"paper\":return n.t+n.h-n.h*r.y+i;case\"container\":default:return t.height-t.height*r.y+i}}r.layoutStyles=function(t){return o.syncOrAsync([a.doAutoMargin,x],t)},r.drawMainTitle=function(t){var e=t._fullLayout,r=function(t){var e=t.title,r=\"middle\";o.isRightAnchor(e)?r=\"end\":o.isLeftAnchor(e)&&(r=\"start\");return r}(e),n=function(t){var e=t.title,r=\"0em\";o.isTopAnchor(e)?r=p.CAP_SHIFT+\"em\":o.isMiddleAnchor(e)&&(r=p.MID_SHIFT+\"em\");return r}(e);u.draw(t,\"gtitle\",{propContainer:e,propName:\"title.text\",placeholder:e._dfltTitle.plot,attributes:{x:T(e,r),y:k(e,n),\"text-anchor\":r,dy:n}})},r.doTraceStyle=function(t){var e,n=t.calcdata,o=[];for(e=0;e<n.length;e++){var l=n[e],c=l[0]||{},u=c.trace||{},f=u._module||{},h=f.arraysToCalcdata;h&&h(l,u);var p=f.editStyle;p&&o.push({fn:p,cd0:c})}if(o.length){for(e=0;e<o.length;e++){var d=o[e];d.fn(t,d.cd0)}s(t),r.redrawReglTraces(t)}return a.style(t),i.getComponentMethod(\"legend\",\"draw\")(t),a.previousPromises(t)},r.doColorBars=function(t){return i.getComponentMethod(\"colorbar\",\"draw\")(t),a.previousPromises(t)},r.layoutReplot=function(t){var e=t.layout;return t.layout=void 0,i.call(\"plot\",t,\"\",e)},r.doLegend=function(t){return i.getComponentMethod(\"legend\",\"draw\")(t),a.previousPromises(t)},r.doTicksRelayout=function(t){return h.draw(t,\"redraw\"),t._fullLayout._hasOnlyLargeSploms&&(i.subplotsRegistry.splom.updateGrid(t),s(t),r.redrawReglTraces(t)),r.drawMainTitle(t),a.previousPromises(t)},r.doModeBar=function(t){var e=t._fullLayout;f.manage(t);for(var r=0;r<e._basePlotModules.length;r++){var n=e._basePlotModules[r].updateFx;n&&n(t)}return a.previousPromises(t)},r.doCamera=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){var i=e[r[n]];i._scene.setViewport(i)}},r.drawData=function(t){var e=t._fullLayout;s(t);for(var n=e._basePlotModules,o=0;o<n.length;o++)n[o].plot(t);return r.redrawReglTraces(t),a.style(t),i.getComponentMethod(\"shapes\",\"draw\")(t),i.getComponentMethod(\"annotations\",\"draw\")(t),i.getComponentMethod(\"images\",\"draw\")(t),e._replotting=!1,a.previousPromises(t)},r.redrawReglTraces=function(t){var e=t._fullLayout;if(e._has(\"regl\")){var r,n,i=t._fullData,a=[],s=[];for(e._hasOnlyLargeSploms&&e._splomGrid.draw(),r=0;r<i.length;r++){var l=i[r];!0===l.visible&&0!==l._length&&(\"splom\"===l.type?e._splomScenes[l.uid].draw():\"scattergl\"===l.type?o.pushUnique(a,l.xaxis+l.yaxis):\"scatterpolargl\"===l.type&&o.pushUnique(s,l.subplot))}for(r=0;r<a.length;r++)(n=e._plots[a[r]])._scene&&n._scene.draw();for(r=0;r<s.length;r++)(n=e[s[r]]._subplot)._scene&&n._scene.draw()}},r.doAutoRangeAndConstraints=function(t){for(var e,r=h.list(t,\"\",!0),n={},i=0;i<r.length;i++)if(!n[(e=r[i])._id]){n[e._id]=1,m(t,e),v(t,e);var a=e._matchGroup;if(a)for(var o in a){var s=h.getFromId(t,o);v(t,s,e.range),n[o]=1}}g(t)},r.finalDraw=function(t){i.getComponentMethod(\"rangeslider\",\"draw\")(t),i.getComponentMethod(\"rangeselector\",\"draw\")(t)},r.drawMarginPushers=function(t){i.getComponentMethod(\"legend\",\"draw\")(t),i.getComponentMethod(\"rangeselector\",\"draw\")(t),i.getComponentMethod(\"sliders\",\"draw\")(t),i.getComponentMethod(\"updatemenus\",\"draw\")(t),i.getComponentMethod(\"colorbar\",\"draw\")(t)}},{\"../components/color\":643,\"../components/drawing\":665,\"../components/modebar\":703,\"../components/titles\":738,\"../constants/alignment\":745,\"../lib\":778,\"../lib/clear_gl_canvases\":762,\"../plots/cartesian/autorange\":827,\"../plots/cartesian/axes\":828,\"../plots/cartesian/constraints\":835,\"../plots/plots\":891,\"../registry\":911,d3:169}],819:[function(t,e,r){\"use strict\";var n=t(\"../lib\"),i=n.isPlainObject,a=t(\"./plot_schema\"),o=t(\"../plots/plots\"),s=t(\"../plots/attributes\"),l=t(\"./plot_template\"),c=t(\"./plot_config\").dfltConfig;function u(t,e){t=n.extendDeep({},t);var r,a,o=Object.keys(t).sort();function s(e,r,n){if(i(r)&&i(e))u(e,r);else if(Array.isArray(r)&&Array.isArray(e)){var o=l.arrayTemplater({_template:t},n);for(a=0;a<r.length;a++){var s=r[a],c=o.newItem(s)._template;c&&u(c,s)}var f=o.defaultItems();for(a=0;a<f.length;a++)r.push(f[a]._template);for(a=0;a<r.length;a++)delete r[a].templateitemname}}for(r=0;r<o.length;r++){var c=o[r],h=t[c];if(c in e?s(h,e[c],c):e[c]=h,f(c)===c)for(var p in e){var d=f(p);p===d||d!==c||p in t||s(h,e[p],c)}}}function f(t){return t.replace(/[0-9]+$/,\"\")}function h(t,e,r,a,o){var s=o&&r(o);for(var c in t){var u=t[c],p=g(t,c,a),d=g(t,c,o),m=r(d);if(!m){var v=f(c);v!==c&&(m=r(d=g(t,v,o)))}if((!s||s!==m)&&!(!m||m._noTemplating||\"data_array\"===m.valType||m.arrayOk&&Array.isArray(u)))if(!m.valType&&i(u))h(u,e,r,p,d);else if(m._isLinkedToArray&&Array.isArray(u))for(var y=!1,x=0,b={},_=0;_<u.length;_++){var w=u[_];if(i(w)){var T=w.name;if(T)b[T]||(h(w,e,r,g(u,x,p),g(u,x,d)),x++,b[T]=1);else if(!y){var k=g(t,l.arrayDefaultKey(c),a),M=g(u,x,p);h(w,e,r,M,g(u,x,d));var A=n.nestedProperty(e,M);n.nestedProperty(e,k).set(A.get()),A.set(null),y=!0}}}else{n.nestedProperty(e,p).set(u)}}}function p(t,e){return a.getLayoutValObject(t,n.nestedProperty({},e).parts)}function d(t,e){return a.getTraceValObject(t,n.nestedProperty({},e).parts)}function g(t,e,r){return r?Array.isArray(t)?r+\"[\"+e+\"]\":r+\".\"+e:e}function m(t){for(var e=0;e<t.length;e++)if(i(t[e]))return!0}function v(t){var e;switch(t.code){case\"data\":e=\"The template has no key data.\";break;case\"layout\":e=\"The template has no key layout.\";break;case\"missing\":e=t.path?\"There are no templates for item \"+t.path+\" with name \"+t.templateitemname:\"There are no templates for trace \"+t.index+\", of type \"+t.traceType+\".\";break;case\"unused\":e=t.path?\"The template item at \"+t.path+\" was not used in constructing the plot.\":t.dataCount?\"Some of the templates of type \"+t.traceType+\" were not used. The template has \"+t.templateCount+\" traces, the data only has \"+t.dataCount+\" of this type.\":\"The template has \"+t.templateCount+\" traces of type \"+t.traceType+\" but there are none in the data.\";break;case\"reused\":e=\"Some of the templates of type \"+t.traceType+\" were used more than once. The template has \"+t.templateCount+\" traces, the data has \"+t.dataCount+\" of this type.\"}return t.msg=e,t}r.makeTemplate=function(t){t=n.isPlainObject(t)?t:n.getGraphDiv(t),t=n.extendDeep({_context:c},{data:t.data,layout:t.layout}),o.supplyDefaults(t);var e=t.data||[],r=t.layout||{};r._basePlotModules=t._fullLayout._basePlotModules,r._modules=t._fullLayout._modules;var a={data:{},layout:{}};e.forEach((function(t){var e={};h(t,e,d.bind(null,t));var r=n.coerce(t,{},s,\"type\"),i=a.data[r];i||(i=a.data[r]=[]),i.push(e)})),h(r,a.layout,p.bind(null,r)),delete a.layout.template;var l=r.template;if(i(l)){var f,g,m,v,y,x,b=l.layout;i(b)&&u(b,a.layout);var _=l.data;if(i(_)){for(g in a.data)if(m=_[g],Array.isArray(m)){for(x=(y=a.data[g]).length,v=m.length,f=0;f<x;f++)u(m[f%v],y[f]);for(f=x;f<v;f++)y.push(n.extendDeep({},m[f]))}for(g in _)g in a.data||(a.data[g]=n.extendDeep([],_[g]))}}return a},r.validateTemplate=function(t,e){var r=n.extendDeep({},{_context:c,data:t.data,layout:t.layout}),a=r.layout||{};i(e)||(e=a.template||{});var s=e.layout,l=e.data,u=[];r.layout=a,r.layout.template=e,o.supplyDefaults(r);var h=r._fullLayout,p=r._fullData,d={};if(i(s)?(!function t(e,r){for(var n in e)if(\"_\"!==n.charAt(0)&&i(e[n])){var a,o=f(n),s=[];for(a=0;a<r.length;a++)s.push(g(e,n,r[a])),o!==n&&s.push(g(e,o,r[a]));for(a=0;a<s.length;a++)d[s[a]]=1;t(e[n],s)}}(h,[\"layout\"]),function t(e,r){for(var n in e)if(-1===n.indexOf(\"defaults\")&&i(e[n])){var a=g(e,n,r);d[a]?t(e[n],a):u.push({code:\"unused\",path:a})}}(s,\"layout\")):u.push({code:\"layout\"}),i(l)){for(var y,x={},b=0;b<p.length;b++){var _=p[b];x[y=_.type]=(x[y]||0)+1,_._fullInput._template||u.push({code:\"missing\",index:_._fullInput.index,traceType:y})}for(y in l){var w=l[y].length,T=x[y]||0;w>T?u.push({code:\"unused\",traceType:y,templateCount:w,dataCount:T}):T>w&&u.push({code:\"reused\",traceType:y,templateCount:w,dataCount:T})}}else u.push({code:\"data\"});if(function t(e,r){for(var n in e)if(\"_\"!==n.charAt(0)){var a=e[n],o=g(e,n,r);i(a)?(Array.isArray(e)&&!1===a._template&&a.templateitemname&&u.push({code:\"missing\",path:o,templateitemname:a.templateitemname}),t(a,o)):Array.isArray(a)&&m(a)&&t(a,o)}}({data:p,layout:h},\"\"),u.length)return u.map(v)}},{\"../lib\":778,\"../plots/attributes\":824,\"../plots/plots\":891,\"./plot_config\":815,\"./plot_schema\":816,\"./plot_template\":817}],820:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"./plot_api\"),a=t(\"../plots/plots\"),o=t(\"../lib\"),s=t(\"../snapshot/helpers\"),l=t(\"../snapshot/tosvg\"),c=t(\"../snapshot/svgtoimg\"),u=t(\"../version\").version,f={format:{valType:\"enumerated\",values:[\"png\",\"jpeg\",\"webp\",\"svg\",\"full-json\"],dflt:\"png\"},width:{valType:\"number\",min:1},height:{valType:\"number\",min:1},scale:{valType:\"number\",min:0,dflt:1},setBackground:{valType:\"any\",dflt:!1},imageDataOnly:{valType:\"boolean\",dflt:!1}};e.exports=function(t,e){var r,h,p,d;function g(t){return!(t in e)||o.validate(e[t],f[t])}if(e=e||{},o.isPlainObject(t)?(r=t.data||[],h=t.layout||{},p=t.config||{},d={}):(t=o.getGraphDiv(t),r=o.extendDeep([],t.data),h=o.extendDeep({},t.layout),p=t._context,d=t._fullLayout||{}),!g(\"width\")&&null!==e.width||!g(\"height\")&&null!==e.height)throw new Error(\"Height and width should be pixel values.\");if(!g(\"format\"))throw new Error(\"Export format is not \"+o.join2(f.format.values,\", \",\" or \")+\".\");var m={};function v(t,r){return o.coerce(e,m,f,t,r)}var y=v(\"format\"),x=v(\"width\"),b=v(\"height\"),_=v(\"scale\"),w=v(\"setBackground\"),T=v(\"imageDataOnly\"),k=document.createElement(\"div\");k.style.position=\"absolute\",k.style.left=\"-5000px\",document.body.appendChild(k);var M=o.extendFlat({},h);x?M.width=x:null===e.width&&n(d.width)&&(M.width=d.width),b?M.height=b:null===e.height&&n(d.height)&&(M.height=d.height);var A=o.extendFlat({},p,{_exportedPlot:!0,staticPlot:!0,setBackground:w}),S=s.getRedrawFunc(k);function E(){return new Promise((function(t){setTimeout(t,s.getDelay(k._fullLayout))}))}function C(){return new Promise((function(t,e){var r=l(k,y,_),n=k._fullLayout.width,f=k._fullLayout.height;function h(){i.purge(k),document.body.removeChild(k)}if(\"full-json\"===y){var p=a.graphJson(k,!1,\"keepdata\",\"object\",!0,!0);return p.version=u,p=JSON.stringify(p),h(),t(T?p:s.encodeJSON(p))}if(h(),\"svg\"===y)return t(T?r:s.encodeSVG(r));var d=document.createElement(\"canvas\");d.id=o.randstr(),c({format:y,width:n,height:f,scale:_,canvas:d,svg:r,promise:!0}).then(t).catch(e)}))}return new Promise((function(t,e){i.plot(k,r,M,A).then(S).then(E).then(C).then((function(e){t(function(t){return T?t.replace(s.IMAGE_URL_PREFIX,\"\"):t}(e))})).catch((function(t){e(t)}))}))}},{\"../lib\":778,\"../plots/plots\":891,\"../snapshot/helpers\":915,\"../snapshot/svgtoimg\":917,\"../snapshot/tosvg\":919,\"../version\":1370,\"./plot_api\":814,\"fast-isnumeric\":241}],821:[function(t,e,r){\"use strict\";var n=t(\"../lib\"),i=t(\"../plots/plots\"),a=t(\"./plot_schema\"),o=t(\"./plot_config\").dfltConfig,s=n.isPlainObject,l=Array.isArray,c=n.isArrayOrTypedArray;function u(t,e,r,i,a,o){o=o||[];for(var f=Object.keys(t),h=0;h<f.length;h++){var p=f[h];if(\"transforms\"!==p){var v=o.slice();v.push(p);var y=t[p],x=e[p],b=m(r,p),_=(b||{}).valType,w=\"info_array\"===_,T=\"colorscale\"===_,k=(b||{}).items;if(g(r,p))if(s(y)&&s(x)&&\"any\"!==_)u(y,x,b,i,a,v);else if(w&&l(y)){y.length>x.length&&i.push(d(\"unused\",a,v.concat(x.length)));var M,A,S,E,C,L=x.length,I=Array.isArray(k);if(I&&(L=Math.min(L,k.length)),2===b.dimensions)for(A=0;A<L;A++)if(l(y[A])){y[A].length>x[A].length&&i.push(d(\"unused\",a,v.concat(A,x[A].length)));var P=x[A].length;for(M=0;M<(I?Math.min(P,k[A].length):P);M++)S=I?k[A][M]:k,E=y[A][M],C=x[A][M],n.validate(E,S)?C!==E&&C!==+E&&i.push(d(\"dynamic\",a,v.concat(A,M),E,C)):i.push(d(\"value\",a,v.concat(A,M),E))}else i.push(d(\"array\",a,v.concat(A),y[A]));else for(A=0;A<L;A++)S=I?k[A]:k,E=y[A],C=x[A],n.validate(E,S)?C!==E&&C!==+E&&i.push(d(\"dynamic\",a,v.concat(A),E,C)):i.push(d(\"value\",a,v.concat(A),E))}else if(b.items&&!w&&l(y)){var z,O,D=k[Object.keys(k)[0]],R=[];for(z=0;z<x.length;z++){var F=x[z]._index||z;if((O=v.slice()).push(F),s(y[F])&&s(x[z])){R.push(F);var B=y[F],N=x[z];s(B)&&!1!==B.visible&&!1===N.visible?i.push(d(\"invisible\",a,O)):u(B,N,D,i,a,O)}}for(z=0;z<y.length;z++)(O=v.slice()).push(z),s(y[z])?-1===R.indexOf(z)&&i.push(d(\"unused\",a,O)):i.push(d(\"object\",a,O,y[z]))}else!s(y)&&s(x)?i.push(d(\"object\",a,v,y)):c(y)||!c(x)||w||T?p in e?n.validate(y,b)?\"enumerated\"===b.valType&&(b.coerceNumber&&y!==+x||y!==x)&&i.push(d(\"dynamic\",a,v,y,x)):i.push(d(\"value\",a,v,y)):i.push(d(\"unused\",a,v,y)):i.push(d(\"array\",a,v,y));else i.push(d(\"schema\",a,v))}}return i}function f(t,e){for(var r=t.layout.layoutAttributes,i=0;i<e.length;i++){var a=e[i],o=t.traces[a.type],s=o.layoutAttributes;s&&(a.subplot?n.extendFlat(r[o.attributes.subplot.dflt],s):n.extendFlat(r,s))}return r}e.exports=function(t,e){void 0===t&&(t=[]),void 0===e&&(e={});var r,c,h=a.get(),p=[],g={_context:n.extendFlat({},o)};l(t)?(g.data=n.extendDeep([],t),r=t):(g.data=[],r=[],p.push(d(\"array\",\"data\"))),s(e)?(g.layout=n.extendDeep({},e),c=e):(g.layout={},c={},arguments.length>1&&p.push(d(\"object\",\"layout\"))),i.supplyDefaults(g);for(var m=g._fullData,v=r.length,y=0;y<v;y++){var x=r[y],b=[\"data\",y];if(s(x)){var _=m[y],w=_.type,T=h.traces[w].attributes;T.type={valType:\"enumerated\",values:[w]},!1===_.visible&&!1!==x.visible&&p.push(d(\"invisible\",b)),u(x,_,T,p,b);var k=x.transforms,M=_.transforms;if(k){l(k)||p.push(d(\"array\",b,[\"transforms\"])),b.push(\"transforms\");for(var A=0;A<k.length;A++){var S=[\"transforms\",A],E=k[A].type;if(s(k[A])){var C=h.transforms[E]?h.transforms[E].attributes:{};C.type={valType:\"enumerated\",values:Object.keys(h.transforms)},u(k[A],M[A],C,p,b,S)}else p.push(d(\"object\",b,S))}}}else p.push(d(\"object\",b))}var L=g._fullLayout,I=f(h,m);return u(c,L,I,p,\"layout\"),0===p.length?void 0:p};var h={object:function(t,e){return(\"layout\"===t&&\"\"===e?\"The layout argument\":\"data\"===t[0]&&\"\"===e?\"Trace \"+t[1]+\" in the data argument\":p(t)+\"key \"+e)+\" must be linked to an object container\"},array:function(t,e){return(\"data\"===t?\"The data argument\":p(t)+\"key \"+e)+\" must be linked to an array container\"},schema:function(t,e){return p(t)+\"key \"+e+\" is not part of the schema\"},unused:function(t,e,r){var n=s(r)?\"container\":\"key\";return p(t)+n+\" \"+e+\" did not get coerced\"},dynamic:function(t,e,r,n){return[p(t)+\"key\",e,\"(set to '\"+r+\"')\",\"got reset to\",\"'\"+n+\"'\",\"during defaults.\"].join(\" \")},invisible:function(t,e){return(e?p(t)+\"item \"+e:\"Trace \"+t[1])+\" got defaulted to be not visible\"},value:function(t,e,r){return[p(t)+\"key \"+e,\"is set to an invalid value (\"+r+\")\"].join(\" \")}};function p(t){return l(t)?\"In data trace \"+t[1]+\", \":\"In \"+t+\", \"}function d(t,e,r,i,a){var o,s;r=r||\"\",l(e)?(o=e[0],s=e[1]):(o=e,s=null);var c=function(t){if(!l(t))return String(t);for(var e=\"\",r=0;r<t.length;r++){var n=t[r];\"number\"==typeof n?e=e.substr(0,e.length-1)+\"[\"+n+\"]\":e+=n,r<t.length-1&&(e+=\".\")}return e}(r),u=h[t](e,c,i,a);return n.log(u),{code:t,container:o,trace:s,path:r,astr:c,msg:u}}function g(t,e){var r=y(e),n=r.keyMinusId,i=r.id;return!!(n in t&&t[n]._isSubplotObj&&i)||e in t}function m(t,e){return e in t?t[e]:t[y(e).keyMinusId]}var v=n.counterRegex(\"([a-z]+)\");function y(t){var e=t.match(v);return{keyMinusId:e&&e[1],id:e&&e[2]}}},{\"../lib\":778,\"../plots/plots\":891,\"./plot_config\":815,\"./plot_schema\":816}],822:[function(t,e,r){\"use strict\";e.exports={mode:{valType:\"enumerated\",dflt:\"afterall\",values:[\"immediate\",\"next\",\"afterall\"]},direction:{valType:\"enumerated\",values:[\"forward\",\"reverse\"],dflt:\"forward\"},fromcurrent:{valType:\"boolean\",dflt:!1},frame:{duration:{valType:\"number\",min:0,dflt:500},redraw:{valType:\"boolean\",dflt:!0}},transition:{duration:{valType:\"number\",min:0,dflt:500,editType:\"none\"},easing:{valType:\"enumerated\",dflt:\"cubic-in-out\",values:[\"linear\",\"quad\",\"cubic\",\"sin\",\"exp\",\"circle\",\"elastic\",\"back\",\"bounce\",\"linear-in\",\"quad-in\",\"cubic-in\",\"sin-in\",\"exp-in\",\"circle-in\",\"elastic-in\",\"back-in\",\"bounce-in\",\"linear-out\",\"quad-out\",\"cubic-out\",\"sin-out\",\"exp-out\",\"circle-out\",\"elastic-out\",\"back-out\",\"bounce-out\",\"linear-in-out\",\"quad-in-out\",\"cubic-in-out\",\"sin-in-out\",\"exp-in-out\",\"circle-in-out\",\"elastic-in-out\",\"back-in-out\",\"bounce-in-out\"],editType:\"none\"},ordering:{valType:\"enumerated\",values:[\"layout first\",\"traces first\"],dflt:\"layout first\",editType:\"none\"}}}},{}],823:[function(t,e,r){\"use strict\";var n=t(\"../lib\"),i=t(\"../plot_api/plot_template\");e.exports=function(t,e,r){var a,o,s=r.name,l=r.inclusionAttr||\"visible\",c=e[s],u=n.isArrayOrTypedArray(t[s])?t[s]:[],f=e[s]=[],h=i.arrayTemplater(e,s,l);for(a=0;a<u.length;a++){var p=u[a];n.isPlainObject(p)?o=h.newItem(p):(o=h.newItem({}))[l]=!1,o._index=a,!1!==o[l]&&r.handleItemDefaults(p,o,e,r),f.push(o)}var d=h.defaultItems();for(a=0;a<d.length;a++)(o=d[a])._index=f.length,r.handleItemDefaults({},o,e,r,{}),f.push(o);if(n.isArrayOrTypedArray(c)){var g=Math.min(c.length,f.length);for(a=0;a<g;a++)n.relinkPrivateKeys(f[a],c[a])}return f}},{\"../lib\":778,\"../plot_api/plot_template\":817}],824:[function(t,e,r){\"use strict\";var n=t(\"../components/fx/attributes\");e.exports={type:{valType:\"enumerated\",values:[],dflt:\"scatter\",editType:\"calc+clearAxisTypes\",_noTemplating:!0},visible:{valType:\"enumerated\",values:[!0,!1,\"legendonly\"],dflt:!0,editType:\"calc\"},showlegend:{valType:\"boolean\",dflt:!0,editType:\"style\"},legendgroup:{valType:\"string\",dflt:\"\",editType:\"style\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,editType:\"style\"},name:{valType:\"string\",editType:\"style\"},uid:{valType:\"string\",editType:\"plot\",anim:!0},ids:{valType:\"data_array\",editType:\"calc\",anim:!0},customdata:{valType:\"data_array\",editType:\"calc\"},meta:{valType:\"any\",arrayOk:!0,editType:\"plot\"},selectedpoints:{valType:\"any\",editType:\"calc\"},hoverinfo:{valType:\"flaglist\",flags:[\"x\",\"y\",\"z\",\"text\",\"name\"],extras:[\"all\",\"none\",\"skip\"],arrayOk:!0,dflt:\"all\",editType:\"none\"},hoverlabel:n.hoverlabel,stream:{token:{valType:\"string\",noBlank:!0,strict:!0,editType:\"calc\"},maxpoints:{valType:\"number\",min:0,max:1e4,dflt:500,editType:\"calc\"},editType:\"calc\"},transforms:{_isLinkedToArray:\"transform\",editType:\"calc\"},uirevision:{valType:\"any\",editType:\"none\"}}},{\"../components/fx/attributes\":674}],825:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=i.dateTime2ms,o=i.incrementMonth,s=t(\"../../constants/numerical\").ONEAVGMONTH;e.exports=function(t,e,r,i){if(\"date\"!==e.type)return i;var l=t[r+\"periodalignment\"];if(!l)return i;var c,u=t[r+\"period\"];if(n(u)){if((u=+u)<=0)return i}else if(\"string\"==typeof u&&\"M\"===u.charAt(0)){var f=+u.substring(1);if(!(f>0&&Math.round(f)===f))return i;c=f}for(var h=e.calendar,p=\"start\"===l,d=\"end\"===l,g=t[r+\"period0\"],m=a(g,h)||0,v=[],y=i.length,x=0;x<y;x++){var b,_,w,T=i[x];if(c){for(b=Math.round((T-m)/(c*s)),w=o(m,c*b,h);w>T;)w=o(w,-c,h);for(;w<=T;)w=o(w,c,h);_=o(w,-c,h)}else{for(w=m+(b=Math.round((T-m)/u))*u;w>T;)w-=u;for(;w<=T;)w+=u;_=w-u}v[x]=p?_:d?w:(_+w)/2}return v}},{\"../../constants/numerical\":753,\"../../lib\":778,\"fast-isnumeric\":241}],826:[function(t,e,r){\"use strict\";e.exports={xaxis:{valType:\"subplotid\",dflt:\"x\",editType:\"calc+clearAxisTypes\"},yaxis:{valType:\"subplotid\",dflt:\"y\",editType:\"calc+clearAxisTypes\"}}},{}],827:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"../../constants/numerical\").FP_SAFE,o=t(\"../../registry\"),s=t(\"./axis_ids\"),l=s.getFromId,c=s.isLinked;function u(t,e){var r,n,a=[],o=t._fullLayout,s=h(o,e,0),l=h(o,e,1),c=p(t,e),u=c.min,d=c.max;if(0===u.length||0===d.length)return i.simpleMap(e.range,e.r2l);var g=u[0].val,m=d[0].val;for(r=1;r<u.length&&g===m;r++)g=Math.min(g,u[r].val);for(r=1;r<d.length&&g===m;r++)m=Math.max(m,d[r].val);var v=!1;if(e.range){var y=i.simpleMap(e.range,e.r2l);v=y[1]<y[0]}\"reversed\"===e.autorange&&(v=!0,e.autorange=!0);var x,b,_,w,T,k,M=e.rangemode,A=\"tozero\"===M,S=\"nonnegative\"===M,E=e._length,C=E/10,L=0;for(r=0;r<u.length;r++)for(x=u[r],n=0;n<d.length;n++)(k=(b=d[n]).val-x.val-f(e,x.val,b.val))>0&&((T=E-s(x)-l(b))>C?k/T>L&&(_=x,w=b,L=k/T):k/E>L&&(_={val:x.val,nopad:1},w={val:b.val,nopad:1},L=k/E));if(g===m){var I=g-1,P=g+1;if(A)if(0===g)a=[0,1];else{var z=(g>0?d:u).reduce((function(t,e){return Math.max(t,l(e))}),0),O=g/(1-Math.min(.5,z/E));a=g>0?[0,O]:[O,0]}else a=S?[Math.max(0,I),Math.max(1,P)]:[I,P]}else A?(_.val>=0&&(_={val:0,nopad:1}),w.val<=0&&(w={val:0,nopad:1})):S&&(_.val-L*s(_)<0&&(_={val:0,nopad:1}),w.val<=0&&(w={val:1,nopad:1})),L=(w.val-_.val-f(e,x.val,b.val))/(E-s(_)-l(w)),a=[_.val-L*s(_),w.val+L*l(w)];return v&&a.reverse(),i.simpleMap(a,e.l2r||Number)}function f(t,e,r){var n=0;if(t.rangebreaks)for(var i=t.locateBreaks(e,r),a=0;a<i.length;a++){var o=i[a];n+=o.max-o.min}return n}function h(t,e,r){var n=.05*e._length,a=e._anchorAxis||{};if(-1!==(e.ticklabelposition||\"\").indexOf(\"inside\")||-1!==(a.ticklabelposition||\"\").indexOf(\"inside\")){var o=\"reversed\"===e.autorange;if(!o){var s=i.simpleMap(e.range,e.r2l);o=s[1]<s[0]}o&&(r=!r)}var l=0;return c(t,e._id)||(l=function(t,e){var r=0,n=t._anchorAxis||{};if(-1!==(n.ticklabelposition||\"\").indexOf(\"inside\")&&(!e&&(\"left\"===n.side||\"bottom\"===n.side)||e&&(\"top\"===n.side||\"right\"===n.side))){var a=\"x\"===t._id.charAt(0);if(n._vals){var o=i.deg2rad(n._tickAngles[n._id+\"tick\"]||0),s=Math.abs(Math.cos(o)),l=Math.abs(Math.sin(o));n._vals.forEach((function(t){if(t.bb){var e=6+t.bb.width,n=6+t.bb.height;r=Math.max(r,a?Math.max(e*s,n*l):Math.max(n*s,e*l))}}))}\"inside\"===n.ticks&&\"inside\"===n.ticklabelposition&&(r+=n.ticklen||0)}return r}(e,r)),n=Math.max(l,n),\"domain\"===e.constrain&&e._inputDomain&&(n*=(e._inputDomain[1]-e._inputDomain[0])/(e.domain[1]-e.domain[0])),function(t){return t.nopad?0:t.pad+(t.extrapad?n:l)}}e.exports={getAutoRange:u,makePadFn:h,doAutoRange:function(t,e,r){if(e.setScale(),e.autorange){e.range=r?r.slice():u(t,e),e._r=e.range.slice(),e._rl=i.simpleMap(e._r,e.r2l);var n=e._input,a={};a[e._attr+\".range\"]=e.range,a[e._attr+\".autorange\"]=e.autorange,o.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,a),n.range=e.range.slice(),n.autorange=e.autorange}var s=e._anchorAxis;if(s&&s.rangeslider){var l=s.rangeslider[e._name];l&&\"auto\"===l.rangemode&&(l.range=u(t,e)),s._input.rangeslider[e._name]=i.extendFlat({},l)}},findExtremes:function(t,e,r){r||(r={});t._m||t.setScale();var i,o,s,l,c,u,f,h,p,m=[],y=[],x=e.length,b=r.padded||!1,_=r.tozero&&(\"linear\"===t.type||\"-\"===t.type),w=\"log\"===t.type,T=!1,k=r.vpadLinearized||!1;function M(t){if(Array.isArray(t))return T=!0,function(e){return Math.max(Number(t[e]||0),0)};var e=Math.max(Number(t||0),0);return function(){return e}}var A=M((t._m>0?r.ppadplus:r.ppadminus)||r.ppad||0),S=M((t._m>0?r.ppadminus:r.ppadplus)||r.ppad||0),E=M(r.vpadplus||r.vpad),C=M(r.vpadminus||r.vpad);if(!T){if(h=1/0,p=-1/0,w)for(i=0;i<x;i++)(o=e[i])<h&&o>0&&(h=o),o>p&&o<a&&(p=o);else for(i=0;i<x;i++)(o=e[i])<h&&o>-a&&(h=o),o>p&&o<a&&(p=o);e=[h,p],x=2}var L={tozero:_,extrapad:b};function I(r){s=e[r],n(s)&&(u=A(r),f=S(r),k?(l=t.c2l(s)-C(r),c=t.c2l(s)+E(r)):(h=s-C(r),p=s+E(r),w&&h<p/10&&(h=p/10),l=t.c2l(h),c=t.c2l(p)),_&&(l=Math.min(0,l),c=Math.max(0,c)),v(l)&&d(m,l,f,L),v(c)&&g(y,c,u,L))}var P=Math.min(6,x);for(i=0;i<P;i++)I(i);for(i=x-1;i>=P;i--)I(i);return{min:m,max:y,opts:r}},concatExtremes:p};function p(t,e,r){var n,i,a,o=e._id,s=t._fullData,c=t._fullLayout,u=[],f=[];function h(t,e){for(n=0;n<e.length;n++){var r=t[e[n]],s=(r._extremes||{})[o];if(!0===r.visible&&s){for(i=0;i<s.min.length;i++)a=s.min[i],d(u,a.val,a.pad,{extrapad:a.extrapad});for(i=0;i<s.max.length;i++)a=s.max[i],g(f,a.val,a.pad,{extrapad:a.extrapad})}}}if(h(s,e._traceIndices),h(c.annotations||[],e._annIndices||[]),h(c.shapes||[],e._shapeIndices||[]),e._matchGroup&&!r)for(var m in e._matchGroup)if(m!==e._id){var v=l(t,m),y=p(t,v,!0),x=e._length/v._length;for(i=0;i<y.min.length;i++)a=y.min[i],d(u,a.val,a.pad*x,{extrapad:a.extrapad});for(i=0;i<y.max.length;i++)a=y.max[i],g(f,a.val,a.pad*x,{extrapad:a.extrapad})}return{min:u,max:f}}function d(t,e,r,n){m(t,e,r,n,y)}function g(t,e,r,n){m(t,e,r,n,x)}function m(t,e,r,n,i){for(var a=n.tozero,o=n.extrapad,s=!0,l=0;l<t.length&&s;l++){var c=t[l];if(i(c.val,e)&&c.pad>=r&&(c.extrapad||!o)){s=!1;break}i(e,c.val)&&c.pad<=r&&(o||!c.extrapad)&&(t.splice(l,1),l--)}if(s){var u=a&&0===e;t.push({val:e,pad:u?0:r,extrapad:!u&&o})}}function v(t){return n(t)&&Math.abs(t)<a}function y(t,e){return t<=e}function x(t,e){return t>=e}},{\"../../constants/numerical\":753,\"../../lib\":778,\"../../registry\":911,\"./axis_ids\":831,\"fast-isnumeric\":241}],828:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"fast-isnumeric\"),a=t(\"../../plots/plots\"),o=t(\"../../registry\"),s=t(\"../../lib\"),l=s.strTranslate,c=t(\"../../lib/svg_text_utils\"),u=t(\"../../components/titles\"),f=t(\"../../components/color\"),h=t(\"../../components/drawing\"),p=t(\"./layout_attributes\"),d=t(\"./clean_ticks\"),g=t(\"../../constants/numerical\"),m=g.ONEMAXYEAR,v=g.ONEAVGYEAR,y=g.ONEMINYEAR,x=g.ONEMAXQUARTER,b=g.ONEAVGQUARTER,_=g.ONEMINQUARTER,w=g.ONEMAXMONTH,T=g.ONEAVGMONTH,k=g.ONEMINMONTH,M=g.ONEWEEK,A=g.ONEDAY,S=A/2,E=g.ONEHOUR,C=g.ONEMIN,L=g.ONESEC,I=g.MINUS_SIGN,P=g.BADNUM,z=t(\"../../constants/alignment\"),O=z.MID_SHIFT,D=z.CAP_SHIFT,R=z.LINE_SPACING,F=z.OPPOSITE_SIDE,B=e.exports={};B.setConvert=t(\"./set_convert\");var N=t(\"./axis_autotype\"),j=t(\"./axis_ids\"),U=j.idSort,V=j.isLinked;B.id2name=j.id2name,B.name2id=j.name2id,B.cleanId=j.cleanId,B.list=j.list,B.listIds=j.listIds,B.getFromId=j.getFromId,B.getFromTrace=j.getFromTrace;var q=t(\"./autorange\");B.getAutoRange=q.getAutoRange,B.findExtremes=q.findExtremes;function H(t){var e=1e-4*(t[1]-t[0]);return[t[0]-e,t[1]+e]}B.coerceRef=function(t,e,r,n,i,a){var o=n.charAt(n.length-1),l=r._fullLayout._subplots[o+\"axis\"],c=n+\"ref\",u={};return i||(i=l[0]||(\"string\"==typeof a?a:a[0])),a||(a=i),l=l.concat(l.map((function(t){return t+\" domain\"}))),u[c]={valType:\"enumerated\",values:l.concat(a?\"string\"==typeof a?[a]:a:[]),dflt:i},s.coerce(t,e,u,c)},B.getRefType=function(t){return void 0===t?t:\"paper\"===t?\"paper\":\"pixel\"===t?\"pixel\":/( domain)$/.test(t)?\"domain\":\"range\"},B.coercePosition=function(t,e,r,n,i,a){var o,l;if(\"range\"!==B.getRefType(n))o=s.ensureNumber,l=r(i,a);else{var c=B.getFromId(e,n);l=r(i,a=c.fraction2r(a)),o=c.cleanPos}t[i]=o(l)},B.cleanPosition=function(t,e,r){return(\"paper\"===r||\"pixel\"===r?s.ensureNumber:B.getFromId(e,r).cleanPos)(t)},B.redrawComponents=function(t,e){e=e||B.listIds(t);var r=t._fullLayout;function n(n,i,a,s){for(var l=o.getComponentMethod(n,i),c={},u=0;u<e.length;u++)for(var f=r[B.id2name(e[u])][a],h=0;h<f.length;h++){var p=f[h];if(!c[p]&&(l(t,p),c[p]=1,s))return}}n(\"annotations\",\"drawOne\",\"_annIndices\"),n(\"shapes\",\"drawOne\",\"_shapeIndices\"),n(\"images\",\"draw\",\"_imgIndices\",!0)};var G=B.getDataConversions=function(t,e,r,n){var i,a=\"x\"===r||\"y\"===r||\"z\"===r?r:n;if(Array.isArray(a)){if(i={type:N(n,void 0,{autotypenumbers:t._fullLayout.autotypenumbers}),_categories:[]},B.setConvert(i),\"category\"===i.type)for(var o=0;o<n.length;o++)i.d2c(n[o])}else i=B.getFromTrace(t,e,a);return i?{d2c:i.d2c,c2d:i.c2d}:\"ids\"===a?{d2c:W,c2d:W}:{d2c:Y,c2d:Y}};function Y(t){return+t}function W(t){return String(t)}function X(t){return+t.substring(1)}B.getDataToCoordFunc=function(t,e,r,n){return G(t,e,r,n).d2c},B.counterLetter=function(t){var e=t.charAt(0);return\"x\"===e?\"y\":\"y\"===e?\"x\":void 0},B.minDtick=function(t,e,r,n){-1===[\"log\",\"category\",\"multicategory\"].indexOf(t.type)&&n?void 0===t._minDtick?(t._minDtick=e,t._forceTick0=r):t._minDtick&&((t._minDtick/e+1e-6)%1<2e-6&&((r-t._forceTick0)/e%1+1.000001)%1<2e-6?(t._minDtick=e,t._forceTick0=r):((e/t._minDtick+1e-6)%1>2e-6||((r-t._forceTick0)/t._minDtick%1+1.000001)%1>2e-6)&&(t._minDtick=0)):t._minDtick=0},B.saveRangeInitial=function(t,e){for(var r=B.list(t,\"\",!0),n=!1,i=0;i<r.length;i++){var a=r[i],o=void 0===a._rangeInitial,s=o||!(a.range[0]===a._rangeInitial[0]&&a.range[1]===a._rangeInitial[1]);(o&&!1===a.autorange||e&&s)&&(a._rangeInitial=a.range.slice(),n=!0)}return n},B.saveShowSpikeInitial=function(t,e){for(var r=B.list(t,\"\",!0),n=!1,i=\"on\",a=0;a<r.length;a++){var o=r[a],s=void 0===o._showSpikeInitial,l=s||!(o.showspikes===o._showspikes);(s||e&&l)&&(o._showSpikeInitial=o.showspikes,n=!0),\"on\"!==i||o.showspikes||(i=\"off\")}return t._fullLayout._cartesianSpikesEnabled=i,n},B.autoBin=function(t,e,r,n,a,o){var l,c=s.aggNums(Math.min,null,t),u=s.aggNums(Math.max,null,t);if(\"category\"===e.type||\"multicategory\"===e.type)return{start:c-.5,end:u+.5,size:Math.max(1,Math.round(o)||1),_dataSpan:u-c};if(a||(a=e.calendar),l=\"log\"===e.type?{type:\"linear\",range:[c,u]}:{type:e.type,range:s.simpleMap([c,u],e.c2r,0,a),calendar:a},B.setConvert(l),o=o&&d.dtick(o,l.type))l.dtick=o,l.tick0=d.tick0(void 0,l.type,a);else{var f;if(r)f=(u-c)/r;else{var h=s.distinctVals(t),p=Math.pow(10,Math.floor(Math.log(h.minDiff)/Math.LN10)),g=p*s.roundUp(h.minDiff/p,[.9,1.9,4.9,9.9],!0);f=Math.max(g,2*s.stdev(t)/Math.pow(t.length,n?.25:.4)),i(f)||(f=1)}B.autoTicks(l,f)}var m,v=l.dtick,y=B.tickIncrement(B.tickFirst(l),v,\"reverse\",a);if(\"number\"==typeof v)m=(y=function(t,e,r,n,a){var o=0,s=0,l=0,c=0;function u(e){return(1+100*(e-t)/r.dtick)%100<2}for(var f=0;f<e.length;f++)e[f]%1==0?l++:i(e[f])||c++,u(e[f])&&o++,u(e[f]+r.dtick/2)&&s++;var h=e.length-c;if(l===h&&\"date\"!==r.type)r.dtick<1?t=n-.5*r.dtick:(t-=.5)+r.dtick<n&&(t+=r.dtick);else if(s<.1*h&&(o>.3*h||u(n)||u(a))){var p=r.dtick/2;t+=t+p<n?p:-p}return t}(y,t,l,c,u))+(1+Math.floor((u-y)/v))*v;else for(\"M\"===l.dtick.charAt(0)&&(y=function(t,e,r,n,i){var a=s.findExactDates(e,i);if(a.exactDays>.8){var o=Number(r.substr(1));a.exactYears>.8&&o%12==0?t=B.tickIncrement(t,\"M6\",\"reverse\")+1.5*A:a.exactMonths>.8?t=B.tickIncrement(t,\"M1\",\"reverse\")+15.5*A:t-=S;var l=B.tickIncrement(t,r);if(l<=n)return l}return t}(y,t,v,c,a)),m=y,0;m<=u;)m=B.tickIncrement(m,v,!1,a);return{start:e.c2r(y,0,a),end:e.c2r(m,0,a),size:v,_dataSpan:u-c}},B.prepTicks=function(t,e){var r=s.simpleMap(t.range,t.r2l,void 0,void 0,e);if(t._dtickInit=t.dtick,t._tick0Init=t.tick0,\"auto\"===t.tickmode||!t.dtick){var n,a=t.nticks;a||(\"category\"===t.type||\"multicategory\"===t.type?(n=t.tickfont?1.2*(t.tickfont.size||12):15,a=t._length/n):(n=\"y\"===t._id.charAt(0)?40:80,a=s.constrain(t._length/n,4,9)+1),\"radialaxis\"===t._name&&(a*=2)),\"array\"===t.tickmode&&(a*=100),t._roughDTick=Math.abs(r[1]-r[0])/a,B.autoTicks(t,t._roughDTick),t._minDtick>0&&t.dtick<2*t._minDtick&&(t.dtick=t._minDtick,t.tick0=t.l2r(t._forceTick0))}\"period\"===t.ticklabelmode&&function(t){var e;function r(){return!(i(t.dtick)||\"M\"!==t.dtick.charAt(0))}var n=r(),a=B.getTickFormat(t);if(a){var o=t._dtickInit!==t.dtick;/%[fLQsSMX]/.test(a)||(/%[HI]/.test(a)?(e=E,o&&!n&&t.dtick<E&&(t.dtick=E)):/%p/.test(a)?(e=S,o&&!n&&t.dtick<S&&(t.dtick=S)):/%[Aadejuwx]/.test(a)?(e=A,o&&!n&&t.dtick<A&&(t.dtick=A)):/%[UVW]/.test(a)?(e=M,o&&!n&&t.dtick<M&&(t.dtick=M)):/%[Bbm]/.test(a)?(e=T,o&&(n?X(t.dtick)<1:t.dtick<k)&&(t.dtick=\"M1\")):/%[q]/.test(a)?(e=b,o&&(n?X(t.dtick)<3:t.dtick<_)&&(t.dtick=\"M3\")):/%[Yy]/.test(a)&&(e=v,o&&(n?X(t.dtick)<12:t.dtick<y)&&(t.dtick=\"M12\")))}(n=r())&&t.tick0===t._dowTick0&&(t.tick0=t._rawTick0);t._definedDelta=e}(t),t.tick0||(t.tick0=\"date\"===t.type?\"2000-01-01\":0),\"date\"===t.type&&t.dtick<.1&&(t.dtick=.1),nt(t)},B.calcTicks=function(t,e){B.prepTicks(t,e);var r=s.simpleMap(t.range,t.r2l,void 0,void 0,e);if(\"array\"===t.tickmode)return function(t){var e=t.tickvals,r=t.ticktext,n=new Array(e.length),i=H(s.simpleMap(t.range,t.r2l)),a=Math.min(i[0],i[1]),o=Math.max(i[0],i[1]),l=0;Array.isArray(r)||(r=[]);var c=\"category\"===t.type?t.d2l_noadd:t.d2l;\"log\"===t.type&&\"L\"!==String(t.dtick).charAt(0)&&(t.dtick=\"L\"+Math.pow(10,Math.floor(Math.min(t.range[0],t.range[1]))-1));for(var u=0;u<e.length;u++){var f=c(e[u]);f>a&&f<o&&(void 0===r[u]?n[l]=B.tickText(t,f):n[l]=it(t,f,String(r[u])),l++)}l<e.length&&n.splice(l,e.length-l);t.rangebreaks&&(n=n.filter((function(e){return t.maskBreaks(e.x)!==P})));return n}(t);var n=H(r),a=n[0],o=n[1],l=r[1]<r[0],c=Math.min(r[0],r[1]),u=Math.max(r[0],r[1]),f=\"log\"===t.type&&!(i(t.dtick)||\"L\"===t.dtick.charAt(0)),h=\"period\"===t.ticklabelmode;if(t._tmin=B.tickFirst(t,e),t._tmin<a!==l)return[];\"category\"!==t.type&&\"multicategory\"!==t.type||(o=l?Math.max(-.5,o):Math.min(t._categories.length-.5,o));var p=t._tmin;t.rangebreaks&&t._tick0Init!==t.tick0&&(p=wt(p,t),l||(p=B.tickIncrement(p,t.dtick,!l,t.calendar))),h&&(p=B.tickIncrement(p,t.dtick,!l,t.calendar));for(var d,g=Math.max(1e3,t._length||0),C=[],L=null;l?p>=o:p<=o;p=B.tickIncrement(p,t.dtick,l,t.calendar)){if(t.rangebreaks&&!l){if(p<a)continue;if(t.maskBreaks(p)===P&&wt(p,t)>=u)break}if(C.length>g||p===L)break;L=p;var I=!1;f&&p!==(0|p)&&(I=!0),C.push({minor:I,value:p})}if(h&&function(t,e,r){for(var n=0;n<t.length;n++){var i=t[n].value,a=n,o=n+1;n<t.length-1?(a=n,o=n+1):n>0?(a=n-1,o=n):(a=n,o=n);var s,l=t[a].value,c=t[o].value,u=Math.abs(c-l),f=r||u,h=0;f>=y?h=u>=y&&u<=m?u:v:r===b&&f>=_?h=u>=_&&u<=x?u:b:f>=k?h=u>=k&&u<=w?u:T:r===M&&f>=M?h=M:f>=A?h=A:r===S&&f>=S?h=S:r===E&&f>=E&&(h=E),h>=u&&(h=u,s=!0);var p=i+h;if(e.rangebreaks&&h>0){for(var d=0,g=0;g<84;g++){var C=(g+.5)/84;e.maskBreaks(i*(1-C)+C*p)!==P&&d++}(h*=d/84)||(t[n].drop=!0),s&&u>M&&(h=u)}(h>0||0===n)&&(t[n].periodX=i+h/2)}}(C,t,t._definedDelta),t.rangebreaks){var z=\"y\"===t._id.charAt(0),O=1;\"auto\"===t.tickmode&&(O=t.tickfont?t.tickfont.size:12);var D=NaN;for(d=C.length-1;d>-1;d--)if(C[d].drop)C.splice(d,1);else{C[d].value=wt(C[d].value,t);var R=t.c2p(C[d].value);(z?D>R-O:D<R+O)?C.splice(l?d+1:d,1):D=R}}_t(t)&&360===Math.abs(r[1]-r[0])&&C.pop(),t._tmax=(C[C.length-1]||{}).value,t._prevDateHead=\"\",t._inCalcTicks=!0;var F,N,j=[];for(d=0;d<C.length;d++){var U=C[d].minor,V=C[d].value;F=B.tickText(t,V,!1,U),void 0!==(N=C[d].periodX)&&(F.periodX=N,(N>u||N<c)&&(N>u&&(F.periodX=u),N<c&&(F.periodX=c),F.text=\" \",t._prevDateHead=\"\")),j.push(F)}return t._inCalcTicks=!1,j};var Z=[2,5,10],J=[1,2,3,6,12],K=[1,2,5,10,15,30],Q=[1,2,3,7,14],$=[-.046,0,.301,.477,.602,.699,.778,.845,.903,.954,1],tt=[-.301,0,.301,.699,1],et=[15,30,45,90,180];function rt(t,e,r){return e*s.roundUp(t/e,r)}function nt(t){var e=t.dtick;if(t._tickexponent=0,i(e)||\"string\"==typeof e||(e=1),\"category\"!==t.type&&\"multicategory\"!==t.type||(t._tickround=null),\"date\"===t.type){var r=t.r2l(t.tick0),n=t.l2r(r).replace(/(^-|i)/g,\"\"),a=n.length;if(\"M\"===String(e).charAt(0))a>10||\"01-01\"!==n.substr(5)?t._tickround=\"d\":t._tickround=+e.substr(1)%12==0?\"y\":\"m\";else if(e>=A&&a<=10||e>=15*A)t._tickround=\"d\";else if(e>=C&&a<=16||e>=E)t._tickround=\"M\";else if(e>=L&&a<=19||e>=C)t._tickround=\"S\";else{var o=t.l2r(r+e).replace(/^-/,\"\").length;t._tickround=Math.max(a,o)-20,t._tickround<0&&(t._tickround=4)}}else if(i(e)||\"L\"===e.charAt(0)){var s=t.range.map(t.r2d||Number);i(e)||(e=Number(e.substr(1))),t._tickround=2-Math.floor(Math.log(e)/Math.LN10+.01);var l=Math.max(Math.abs(s[0]),Math.abs(s[1])),c=Math.floor(Math.log(l)/Math.LN10+.01),u=void 0===t.minexponent?3:t.minexponent;Math.abs(c)>u&&(ot(t.exponentformat)&&!st(c)?t._tickexponent=3*Math.round((c-1)/3):t._tickexponent=c)}else t._tickround=null}function it(t,e,r){var n=t.tickfont||{};return{x:e,dx:0,dy:0,text:r||\"\",fontSize:n.size,font:n.family,fontColor:n.color}}B.autoTicks=function(t,e){var r;function n(t){return Math.pow(t,Math.floor(Math.log(e)/Math.LN10))}if(\"date\"===t.type){t.tick0=s.dateTick0(t.calendar,0);var a=2*e;if(a>v)e/=v,r=n(10),t.dtick=\"M\"+12*rt(e,r,Z);else if(a>T)e/=T,t.dtick=\"M\"+rt(e,1,J);else if(a>A){t.dtick=rt(e,A,t._hasDayOfWeekBreaks?[1,2,7,14]:Q);var o=B.getTickFormat(t),l=\"period\"===t.ticklabelmode;l&&(t._rawTick0=t.tick0),/%[uVW]/.test(o)?t.tick0=s.dateTick0(t.calendar,2):t.tick0=s.dateTick0(t.calendar,1),l&&(t._dowTick0=t.tick0)}else a>E?t.dtick=rt(e,E,J):a>C?t.dtick=rt(e,C,K):a>L?t.dtick=rt(e,L,K):(r=n(10),t.dtick=rt(e,r,Z))}else if(\"log\"===t.type){t.tick0=0;var c=s.simpleMap(t.range,t.r2l);if(e>.7)t.dtick=Math.ceil(e);else if(Math.abs(c[1]-c[0])<1){var u=1.5*Math.abs((c[1]-c[0])/e);e=Math.abs(Math.pow(10,c[1])-Math.pow(10,c[0]))/u,r=n(10),t.dtick=\"L\"+rt(e,r,Z)}else t.dtick=e>.3?\"D2\":\"D1\"}else\"category\"===t.type||\"multicategory\"===t.type?(t.tick0=0,t.dtick=Math.ceil(Math.max(e,1))):_t(t)?(t.tick0=0,r=1,t.dtick=rt(e,r,et)):(t.tick0=0,r=n(10),t.dtick=rt(e,r,Z));if(0===t.dtick&&(t.dtick=1),!i(t.dtick)&&\"string\"!=typeof t.dtick){var f=t.dtick;throw t.dtick=1,\"ax.dtick error: \"+String(f)}},B.tickIncrement=function(t,e,r,a){var o=r?-1:1;if(i(e))return s.increment(t,o*e);var l=e.charAt(0),c=o*Number(e.substr(1));if(\"M\"===l)return s.incrementMonth(t,c,a);if(\"L\"===l)return Math.log(Math.pow(10,t)+c)/Math.LN10;if(\"D\"===l){var u=\"D2\"===e?tt:$,f=t+.01*o,h=s.roundUp(s.mod(f,1),u,r);return Math.floor(f)+Math.log(n.round(Math.pow(10,h),1))/Math.LN10}throw\"unrecognized dtick \"+String(e)},B.tickFirst=function(t,e){var r=t.r2l||Number,a=s.simpleMap(t.range,r,void 0,void 0,e),o=a[1]<a[0],l=o?Math.floor:Math.ceil,c=H(a)[0],u=t.dtick,f=r(t.tick0);if(i(u)){var h=l((c-f)/u)*u+f;return\"category\"!==t.type&&\"multicategory\"!==t.type||(h=s.constrain(h,0,t._categories.length-1)),h}var p=u.charAt(0),d=Number(u.substr(1));if(\"M\"===p){for(var g,m,v,y=0,x=f;y<10;){if(((g=B.tickIncrement(x,u,o,t.calendar))-c)*(x-c)<=0)return o?Math.min(x,g):Math.max(x,g);m=(c-(x+g)/2)/(g-x),v=p+(Math.abs(Math.round(m))||1)*d,x=B.tickIncrement(x,v,m<0?!o:o,t.calendar),y++}return s.error(\"tickFirst did not converge\",t),x}if(\"L\"===p)return Math.log(l((Math.pow(10,c)-f)/d)*d+f)/Math.LN10;if(\"D\"===p){var b=\"D2\"===u?tt:$,_=s.roundUp(s.mod(c,1),b,o);return Math.floor(c)+Math.log(n.round(Math.pow(10,_),1))/Math.LN10}throw\"unrecognized dtick \"+String(u)},B.tickText=function(t,e,r,n){var a,o=it(t,e),l=\"array\"===t.tickmode,c=r||l,u=t.type,f=\"category\"===u?t.d2l_noadd:t.d2l;if(l&&Array.isArray(t.ticktext)){var h=s.simpleMap(t.range,t.r2l),p=(Math.abs(h[1]-h[0])-(t._lBreaks||0))/1e4;for(a=0;a<t.ticktext.length&&!(Math.abs(e-f(t.tickvals[a]))<p);a++);if(a<t.ticktext.length)return o.text=String(t.ticktext[a]),o}function d(n){if(void 0===n)return!0;if(r)return\"none\"===n;var i={first:t._tmin,last:t._tmax}[n];return\"all\"!==n&&e!==i}var g=r?\"never\":\"none\"!==t.exponentformat&&d(t.showexponent)?\"hide\":\"\";if(\"date\"===u?function(t,e,r,n){var a=t._tickround,o=r&&t.hoverformat||B.getTickFormat(t);n&&(a=i(a)?4:{y:\"m\",m:\"d\",d:\"M\",M:\"S\",S:4}[a]);var l,c=s.formatDate(e.x,o,a,t._dateFormat,t.calendar,t._extraFormat),u=c.indexOf(\"\\n\");-1!==u&&(l=c.substr(u+1),c=c.substr(0,u));n&&(\"00:00:00\"===c||\"00:00\"===c?(c=l,l=\"\"):8===c.length&&(c=c.replace(/:00$/,\"\")));if(l)if(r)\"d\"===a?c+=\", \"+l:c=l+(c?\", \"+c:\"\");else if(t._inCalcTicks&&t._prevDateHead===l){var f=-1!==(t.ticklabelposition||\"\").indexOf(\"inside\"),h=t._realSide||t.side;(!f&&\"top\"===h||f&&\"bottom\"===h)&&(c+=\"<br> \")}else t._prevDateHead=l,c+=\"<br>\"+l;e.text=c}(t,o,r,c):\"log\"===u?function(t,e,r,n,a){var o=t.dtick,l=e.x,c=t.tickformat,u=\"string\"==typeof o&&o.charAt(0);\"never\"===a&&(a=\"\");n&&\"L\"!==u&&(o=\"L3\",u=\"L\");if(c||\"L\"===u)e.text=lt(Math.pow(10,l),t,a,n);else if(i(o)||\"D\"===u&&s.mod(l+.01,1)<.1){var f=Math.round(l),h=Math.abs(f),p=t.exponentformat;\"power\"===p||ot(p)&&st(f)?(e.text=0===f?1:1===f?\"10\":\"10<sup>\"+(f>1?\"\":I)+h+\"</sup>\",e.fontSize*=1.25):(\"e\"===p||\"E\"===p)&&h>2?e.text=\"1\"+p+(f>0?\"+\":I)+h:(e.text=lt(Math.pow(10,l),t,\"\",\"fakehover\"),\"D1\"===o&&\"y\"===t._id.charAt(0)&&(e.dy-=e.fontSize/6))}else{if(\"D\"!==u)throw\"unrecognized dtick \"+String(o);e.text=String(Math.round(Math.pow(10,s.mod(l,1)))),e.fontSize*=.75}if(\"D1\"===t.dtick){var d=String(e.text).charAt(0);\"0\"!==d&&\"1\"!==d||(\"y\"===t._id.charAt(0)?e.dx-=e.fontSize/4:(e.dy+=e.fontSize/2,e.dx+=(t.range[1]>t.range[0]?1:-1)*e.fontSize*(l<0?.5:.25)))}}(t,o,0,c,g):\"category\"===u?function(t,e){var r=t._categories[Math.round(e.x)];void 0===r&&(r=\"\");e.text=String(r)}(t,o):\"multicategory\"===u?function(t,e,r){var n=Math.round(e.x),i=t._categories[n]||[],a=void 0===i[1]?\"\":String(i[1]),o=void 0===i[0]?\"\":String(i[0]);r?e.text=o+\" - \"+a:(e.text=a,e.text2=o)}(t,o,r):_t(t)?function(t,e,r,n,i){if(\"radians\"!==t.thetaunit||r)e.text=lt(e.x,t,i,n);else{var a=e.x/180;if(0===a)e.text=\"0\";else{var o=function(t){function e(t,e){return Math.abs(t-e)<=1e-6}var r=function(t){for(var r=1;!e(Math.round(t*r)/r,t);)r*=10;return r}(t),n=t*r,i=Math.abs(function t(r,n){return e(n,0)?r:t(n,r%n)}(n,r));return[Math.round(n/i),Math.round(r/i)]}(a);if(o[1]>=100)e.text=lt(s.deg2rad(e.x),t,i,n);else{var l=e.x<0;1===o[1]?1===o[0]?e.text=\"\\u03c0\":e.text=o[0]+\"\\u03c0\":e.text=[\"<sup>\",o[0],\"</sup>\",\"\\u2044\",\"<sub>\",o[1],\"</sub>\",\"\\u03c0\"].join(\"\"),l&&(e.text=I+e.text)}}}}(t,o,r,c,g):function(t,e,r,n,i){\"never\"===i?i=\"\":\"all\"===t.showexponent&&Math.abs(e.x/t.dtick)<1e-6&&(i=\"hide\");e.text=lt(e.x,t,i,n)}(t,o,0,c,g),n||(t.tickprefix&&!d(t.showtickprefix)&&(o.text=t.tickprefix+o.text),t.ticksuffix&&!d(t.showticksuffix)&&(o.text+=t.ticksuffix)),\"boundaries\"===t.tickson||t.showdividers){var m=function(e){var r=t.l2p(e);return r>=0&&r<=t._length?e:null};o.xbnd=[m(o.x-.5),m(o.x+t.dtick-.5)]}return o},B.hoverLabelText=function(t,e,r){if(r!==P&&r!==e)return B.hoverLabelText(t,e)+\" - \"+B.hoverLabelText(t,r);var n=\"log\"===t.type&&e<=0,i=B.tickText(t,t.c2l(n?-e:e),\"hover\").text;return n?0===e?\"0\":I+i:i};var at=[\"f\",\"p\",\"n\",\"\\u03bc\",\"m\",\"\",\"k\",\"M\",\"G\",\"T\"];function ot(t){return\"SI\"===t||\"B\"===t}function st(t){return t>14||t<-15}function lt(t,e,r,n){var a=t<0,o=e._tickround,l=r||e.exponentformat||\"B\",c=e._tickexponent,u=B.getTickFormat(e),f=e.separatethousands;if(n){var h={exponentformat:l,minexponent:e.minexponent,dtick:\"none\"===e.showexponent?e.dtick:i(t)&&Math.abs(t)||1,range:\"none\"===e.showexponent?e.range.map(e.r2d):[0,t||1]};nt(h),o=(Number(h._tickround)||0)+4,c=h._tickexponent,e.hoverformat&&(u=e.hoverformat)}if(u)return e._numFormat(u)(t).replace(/-/g,I);var p,d=Math.pow(10,-o)/2;if(\"none\"===l&&(c=0),(t=Math.abs(t))<d)t=\"0\",a=!1;else{if(t+=d,c&&(t*=Math.pow(10,-c),o+=c),0===o)t=String(Math.floor(t));else if(o<0){t=(t=String(Math.round(t))).substr(0,t.length+o);for(var g=o;g<0;g++)t+=\"0\"}else{var m=(t=String(t)).indexOf(\".\")+1;m&&(t=t.substr(0,m+o).replace(/\\.?0+$/,\"\"))}t=s.numSeparate(t,e._separators,f)}c&&\"hide\"!==l&&(ot(l)&&st(c)&&(l=\"power\"),p=c<0?I+-c:\"power\"!==l?\"+\"+c:String(c),\"e\"===l||\"E\"===l?t+=l+p:\"power\"===l?t+=\"\\xd710<sup>\"+p+\"</sup>\":\"B\"===l&&9===c?t+=\"B\":ot(l)&&(t+=at[c/3+5]));return a?I+t:t}function ct(t,e){for(var r=[],n={},i=0;i<e.length;i++){var a=e[i];n[a.text2]?n[a.text2].push(a.x):n[a.text2]=[a.x]}for(var o in n)r.push(it(t,s.interp(n[o],.5),o));return r}function ut(t){return void 0!==t.periodX?t.periodX:t.x}function ft(t){return[t.text,t.x,t.axInfo,t.font,t.fontSize,t.fontColor].join(\"_\")}function ht(t){var e=t.title.font.size,r=(t.title.text.match(c.BR_TAG_ALL)||[]).length;return t.title.hasOwnProperty(\"standoff\")?r?e*(D+r*R):e*D:r?e*(r+1)*R:e}function pt(t,e){var r=t.l2p(e);return r>1&&r<t._length-1}function dt(t){var e=n.select(t),r=e.select(\".text-math-group\");return r.empty()?e.select(\"text\"):r}function gt(t){return t._id+\".automargin\"}function mt(t){return gt(t)+\".mirror\"}function vt(t){return t._id+\".rangeslider\"}function yt(t,e){for(var r=0;r<e.length;r++)-1===t.indexOf(e[r])&&t.push(e[r])}function xt(t,e,r){var n,i,a=[],o=[],l=t.layout;for(n=0;n<e.length;n++)a.push(B.getFromId(t,e[n]));for(n=0;n<r.length;n++)o.push(B.getFromId(t,r[n]));var c=Object.keys(p),u=[\"anchor\",\"domain\",\"overlaying\",\"position\",\"side\",\"tickangle\",\"editType\"],f=[\"linear\",\"log\"];for(n=0;n<c.length;n++){var h=c[n],d=a[0][h],g=o[0][h],m=!0,v=!1,y=!1;if(\"_\"!==h.charAt(0)&&\"function\"!=typeof d&&-1===u.indexOf(h)){for(i=1;i<a.length&&m;i++){var x=a[i][h];\"type\"===h&&-1!==f.indexOf(d)&&-1!==f.indexOf(x)&&d!==x?v=!0:x!==d&&(m=!1)}for(i=1;i<o.length&&m;i++){var b=o[i][h];\"type\"===h&&-1!==f.indexOf(g)&&-1!==f.indexOf(b)&&g!==b?y=!0:o[i][h]!==g&&(m=!1)}m&&(v&&(l[a[0]._name].type=\"linear\"),y&&(l[o[0]._name].type=\"linear\"),bt(l,h,a,o,t._fullLayout._dfltTitle))}}for(n=0;n<t._fullLayout.annotations.length;n++){var _=t._fullLayout.annotations[n];-1!==e.indexOf(_.xref)&&-1!==r.indexOf(_.yref)&&s.swapAttrs(l.annotations[n],[\"?\"])}}function bt(t,e,r,n,i){var a,o=s.nestedProperty,l=o(t[r[0]._name],e).get(),c=o(t[n[0]._name],e).get();for(\"title\"===e&&(l&&l.text===i.x&&(l.text=i.y),c&&c.text===i.y&&(c.text=i.x)),a=0;a<r.length;a++)o(t,r[a]._name+\".\"+e).set(c);for(a=0;a<n.length;a++)o(t,n[a]._name+\".\"+e).set(l)}function _t(t){return\"angularaxis\"===t._id}function wt(t,e){for(var r=e._rangebreaks.length,n=0;n<r;n++){var i=e._rangebreaks[n];if(t>=i.min&&t<i.max)return i.max}return t}B.getTickFormat=function(t){var e,r,n,i,a,o,s,l;function c(t){return\"string\"!=typeof t?t:Number(t.replace(\"M\",\"\"))*T}function u(t,e){var r=[\"L\",\"D\"];if(typeof t==typeof e){if(\"number\"==typeof t)return t-e;var n=r.indexOf(t.charAt(0)),i=r.indexOf(e.charAt(0));return n===i?Number(t.replace(/(L|D)/g,\"\"))-Number(e.replace(/(L|D)/g,\"\")):n-i}return\"number\"==typeof t?1:-1}function f(t,e){var r=null===e[0],n=null===e[1],i=u(t,e[0])>=0,a=u(t,e[1])<=0;return(r||i)&&(n||a)}if(t.tickformatstops&&t.tickformatstops.length>0)switch(t.type){case\"date\":case\"linear\":for(e=0;e<t.tickformatstops.length;e++)if((n=t.tickformatstops[e]).enabled&&(i=t.dtick,a=n.dtickrange,o=void 0,s=void 0,l=void 0,o=c||function(t){return t},s=a[0],l=a[1],(!s&&\"number\"!=typeof s||o(s)<=o(i))&&(!l&&\"number\"!=typeof l||o(l)>=o(i)))){r=n;break}break;case\"log\":for(e=0;e<t.tickformatstops.length;e++)if((n=t.tickformatstops[e]).enabled&&f(t.dtick,n.dtickrange)){r=n;break}}return r?r.value:t.tickformat},B.getSubplots=function(t,e){var r=t._fullLayout._subplots,n=r.cartesian.concat(r.gl2d||[]),i=e?B.findSubplotsWithAxis(n,e):n;return i.sort((function(t,e){var r=t.substr(1).split(\"y\"),n=e.substr(1).split(\"y\");return r[0]===n[0]?+r[1]-+n[1]:+r[0]-+n[0]})),i},B.findSubplotsWithAxis=function(t,e){for(var r=new RegExp(\"x\"===e._id.charAt(0)?\"^\"+e._id+\"y\":e._id+\"$\"),n=[],i=0;i<t.length;i++){var a=t[i];r.test(a)&&n.push(a)}return n},B.makeClipPaths=function(t){var e=t._fullLayout;if(!e._hasOnlyLargeSploms){var r,i,a={_offset:0,_length:e.width,_id:\"\"},o={_offset:0,_length:e.height,_id:\"\"},s=B.list(t,\"x\",!0),l=B.list(t,\"y\",!0),c=[];for(r=0;r<s.length;r++)for(c.push({x:s[r],y:o}),i=0;i<l.length;i++)0===r&&c.push({x:a,y:l[i]}),c.push({x:s[r],y:l[i]});var u=e._clips.selectAll(\".axesclip\").data(c,(function(t){return t.x._id+t.y._id}));u.enter().append(\"clipPath\").classed(\"axesclip\",!0).attr(\"id\",(function(t){return\"clip\"+e._uid+t.x._id+t.y._id})).append(\"rect\"),u.exit().remove(),u.each((function(t){n.select(this).select(\"rect\").attr({x:t.x._offset||0,y:t.y._offset||0,width:t.x._length||1,height:t.y._length||1})}))}},B.draw=function(t,e,r){var n=t._fullLayout;\"redraw\"===e&&n._paper.selectAll(\"g.subplot\").each((function(t){var e=t[0],r=n._plots[e];if(r){var i=r.xaxis,a=r.yaxis;r.xaxislayer.selectAll(\".\"+i._id+\"tick\").remove(),r.yaxislayer.selectAll(\".\"+a._id+\"tick\").remove(),r.xaxislayer.selectAll(\".\"+i._id+\"tick2\").remove(),r.yaxislayer.selectAll(\".\"+a._id+\"tick2\").remove(),r.xaxislayer.selectAll(\".\"+i._id+\"divider\").remove(),r.yaxislayer.selectAll(\".\"+a._id+\"divider\").remove(),r.gridlayer&&r.gridlayer.selectAll(\"path\").remove(),r.zerolinelayer&&r.zerolinelayer.selectAll(\"path\").remove(),n._infolayer.select(\".g-\"+i._id+\"title\").remove(),n._infolayer.select(\".g-\"+a._id+\"title\").remove()}}));var i=e&&\"redraw\"!==e?e:B.listIds(t);return s.syncOrAsync(i.map((function(e){return function(){if(e){var n=B.getFromId(t,e),i=B.drawOne(t,n,r);return n._r=n.range.slice(),n._rl=s.simpleMap(n._r,n.r2l),i}}})))},B.drawOne=function(t,e,r){var n,i,l;r=r||{},e.setScale();var c=t._fullLayout,p=e._id,d=p.charAt(0),g=B.counterLetter(p),m=c._plots[e._mainSubplot];if(m){var v=m[d+\"axislayer\"],y=e._mainLinePosition,x=e._mainMirrorPosition,b=e._vals=B.calcTicks(e),_=[e.mirror,y,x].join(\"_\");for(n=0;n<b.length;n++)b[n].axInfo=_;e._selections={},e._tickAngles&&(e._prevTickAngles=e._tickAngles),e._tickAngles={},e._depth=null;var w={};if(e.visible){var T,k,M=B.makeTransTickFn(e),A=B.makeTransTickLabelFn(e),S=\"inside\"===e.ticks,E=\"outside\"===e.ticks;if(\"boundaries\"===e.tickson){var C=function(t,e){var r,n=[],i=function(t,e){var r=t.xbnd[e];null!==r&&n.push(s.extendFlat({},t,{x:r}))};if(e.length){for(r=0;r<e.length;r++)i(e[r],0);i(e[r-1],1)}return n}(0,b);k=B.clipEnds(e,C),T=S?k:C}else k=B.clipEnds(e,b),T=S&&\"period\"!==e.ticklabelmode?k:b;var L=e._gridVals=k,I=function(t,e){var r,n,i=[],a=e.length&&e[e.length-1].x<e[0].x,o=function(t,e){var r=t.xbnd[e];null!==r&&i.push(s.extendFlat({},t,{x:r}))};if(t.showdividers&&e.length){for(r=0;r<e.length;r++){var l=e[r];l.text2!==n&&o(l,a?1:0),n=l.text2}o(e[r-1],a?0:1)}return i}(e,b);if(!c._hasOnlyLargeSploms){var P=e._subplotsWith,z={};for(n=0;n<P.length;n++){i=P[n];var O=(l=c._plots[i])[g+\"axis\"],D=O._mainAxis._id;if(!z[D]){z[D]=1;var N=\"x\"===d?\"M0,\"+O._offset+\"v\"+O._length:\"M\"+O._offset+\",0h\"+O._length;B.drawGrid(t,e,{vals:L,counterAxis:O,layer:l.gridlayer.select(\".\"+p),path:N,transFn:M}),B.drawZeroLine(t,e,{counterAxis:O,layer:l.zerolinelayer,path:N,transFn:M})}}}var j=B.getTickSigns(e),U=[];if(e.ticks){var V,q,H,G=B.makeTickPath(e,y,j[2]);if(e._anchorAxis&&e.mirror&&!0!==e.mirror?(V=B.makeTickPath(e,x,j[3]),q=G+V):(V=\"\",q=G),e.showdividers&&E&&\"boundaries\"===e.tickson){var Y={};for(n=0;n<I.length;n++)Y[I[n].x]=1;H=function(t){return Y[t.x]?V:q}}else H=q;B.drawTicks(t,e,{vals:T,layer:v,path:H,transFn:M}),\"allticks\"===e.mirror&&(U=Object.keys(e._linepositions||{}))}for(n=0;n<U.length;n++){i=U[n],l=c._plots[i];var W=e._linepositions[i]||[],X=B.makeTickPath(e,W[0],j[0])+B.makeTickPath(e,W[1],j[1]);B.drawTicks(t,e,{vals:T,layer:l[d+\"axislayer\"],path:X,transFn:M})}var Z=[];if(Z.push((function(){return B.drawLabels(t,e,{vals:b,layer:v,transFn:A,labelFns:B.makeLabelFns(e,y)})})),\"multicategory\"===e.type){var J={x:2,y:10}[d];Z.push((function(){var r={x:\"height\",y:\"width\"}[d],n=Q()[r]+J+(e._tickAngles[p+\"tick\"]?e.tickfont.size*R:0);return B.drawLabels(t,e,{vals:ct(e,b),layer:v,cls:p+\"tick2\",repositionOnUpdate:!0,secondary:!0,transFn:M,labelFns:B.makeLabelFns(e,y+n*j[4])})})),Z.push((function(){return e._depth=j[4]*(Q(\"tick2\")[e.side]-y),function(t,e,r){var n=e._id+\"divider\",i=r.vals,a=r.layer.selectAll(\"path.\"+n).data(i,ft);a.exit().remove(),a.enter().insert(\"path\",\":first-child\").classed(n,1).classed(\"crisp\",1).call(f.stroke,e.dividercolor).style(\"stroke-width\",h.crispRound(t,e.dividerwidth,1)+\"px\"),a.attr(\"transform\",r.transFn).attr(\"d\",r.path)}(t,e,{vals:I,layer:v,path:B.makeTickPath(e,y,j[4],e._depth),transFn:M})}))}else e.title.hasOwnProperty(\"standoff\")&&Z.push((function(){e._depth=j[4]*(Q()[e.side]-y)}));var K=o.getComponentMethod(\"rangeslider\",\"isVisible\")(e);return Z.push((function(){var r,n,i,s,l=e.side.charAt(0),u=F[e.side].charAt(0),f=B.getPxPosition(t,e),h=E?e.ticklen:0;if((e.automargin||K)&&(\"multicategory\"===e.type?r=Q(\"tick2\"):(r=Q(),\"x\"===d&&\"b\"===l&&(e._depth=Math.max(r.width>0?r.bottom-f:0,h)))),e.automargin){n={x:0,y:0,r:0,l:0,t:0,b:0};var p=[0,1];if(\"x\"===d){if(\"b\"===l?n[l]=e._depth:(n[l]=e._depth=Math.max(r.width>0?f-r.top:0,h),p.reverse()),r.width>0){var m=r.right-(e._offset+e._length);m>0&&(n.xr=1,n.r=m);var v=e._offset-r.left;v>0&&(n.xl=0,n.l=v)}}else if(\"l\"===l?n[l]=e._depth=Math.max(r.height>0?f-r.left:0,h):(n[l]=e._depth=Math.max(r.height>0?r.right-f:0,h),p.reverse()),r.height>0){var y=r.bottom-(e._offset+e._length);y>0&&(n.yb=0,n.b=y);var x=e._offset-r.top;x>0&&(n.yt=1,n.t=x)}n[g]=\"free\"===e.anchor?e.position:e._anchorAxis.domain[p[0]],e.title.text!==c._dfltTitle[d]&&(n[l]+=ht(e)+(e.title.standoff||0)),e.mirror&&\"free\"!==e.anchor&&((i={x:0,y:0,r:0,l:0,t:0,b:0})[u]=e.linewidth,e.mirror&&!0!==e.mirror&&(i[u]+=h),!0===e.mirror||\"ticks\"===e.mirror?i[g]=e._anchorAxis.domain[p[1]]:\"all\"!==e.mirror&&\"allticks\"!==e.mirror||(i[g]=[e._counterDomainMin,e._counterDomainMax][p[1]]))}K&&(s=o.getComponentMethod(\"rangeslider\",\"autoMarginOpts\")(t,e)),a.autoMargin(t,gt(e),n),a.autoMargin(t,mt(e),i),a.autoMargin(t,vt(e),s)})),r.skipTitle||K&&\"bottom\"===e.side||Z.push((function(){return function(t,e){var r,n=t._fullLayout,i=e._id,a=i.charAt(0),o=e.title.font.size;if(e.title.hasOwnProperty(\"standoff\"))r=e._depth+e.title.standoff+ht(e);else{var s=-1!==(e.ticklabelposition||\"\").indexOf(\"inside\");if(\"multicategory\"===e.type)r=e._depth;else{var l=1.5*o;s&&(l=.5*o,\"outside\"===e.ticks&&(l+=e.ticklen)),r=10+l+(e.linewidth?e.linewidth-1:0)}s||(r+=\"x\"===a?\"top\"===e.side?o*(e.showticklabels?1:0):o*(e.showticklabels?1.5:.5):\"right\"===e.side?o*(e.showticklabels?1:.5):o*(e.showticklabels?.5:0))}var c,f,p,d,g=B.getPxPosition(t,e);\"x\"===a?(f=e._offset+e._length/2,p=\"top\"===e.side?g-r:g+r):(p=e._offset+e._length/2,f=\"right\"===e.side?g+r:g-r,c={rotate:\"-90\",offset:0});if(\"multicategory\"!==e.type){var m=e._selections[e._id+\"tick\"];if(d={selection:m,side:e.side},m&&m.node()&&m.node().parentNode){var v=h.getTranslate(m.node().parentNode);d.offsetLeft=v.x,d.offsetTop=v.y}e.title.hasOwnProperty(\"standoff\")&&(d.pad=0)}return u.draw(t,i+\"title\",{propContainer:e,propName:e._name+\".title.text\",placeholder:n._dfltTitle[a],avoid:d,transform:c,attributes:{x:f,y:p,\"text-anchor\":\"middle\"}})}(t,e)})),s.syncOrAsync(Z)}}function Q(t){var r=p+(t||\"tick\");return w[r]||(w[r]=function(t,e){var r,n,i,a;t._selections[e].size()?(r=1/0,n=-1/0,i=1/0,a=-1/0,t._selections[e].each((function(){var t=dt(this),e=h.bBox(t.node().parentNode);r=Math.min(r,e.top),n=Math.max(n,e.bottom),i=Math.min(i,e.left),a=Math.max(a,e.right)}))):(r=0,n=0,i=0,a=0);return{top:r,bottom:n,left:i,right:a,height:n-r,width:a-i}}(e,r)),w[r]}},B.getTickSigns=function(t){var e=t._id.charAt(0),r={x:\"top\",y:\"right\"}[e],n=t.side===r?1:-1,i=[-1,1,n,-n];return\"inside\"!==t.ticks==(\"x\"===e)&&(i=i.map((function(t){return-t}))),t.side&&i.push({l:-1,t:-1,r:1,b:1}[t.side.charAt(0)]),i},B.makeTransTickFn=function(t){return\"x\"===t._id.charAt(0)?function(e){return l(t._offset+t.l2p(e.x),0)}:function(e){return l(0,t._offset+t.l2p(e.x))}},B.makeTransTickLabelFn=function(t){var e=function(t){var e=t.ticklabelposition||\"\",r=function(t){return-1!==e.indexOf(t)},n=r(\"top\"),i=r(\"left\"),a=r(\"right\"),o=r(\"bottom\"),s=r(\"inside\"),l=o||i||n||a;if(!l&&!s)return[0,0];var c=t.side,u=l?(t.tickwidth||0)/2:0,f=3,h=t.tickfont?t.tickfont.size:12;(o||n)&&(u+=h*D,f+=(t.linewidth||0)/2);(i||a)&&(u+=(t.linewidth||0)/2,f+=3);s&&\"top\"===c&&(f-=h*(1-D));(i||n)&&(u=-u);\"bottom\"!==c&&\"right\"!==c||(f=-f);return[l?u:0,s?f:0]}(t),r=e[0],n=e[1];return\"x\"===t._id.charAt(0)?function(e){return l(r+t._offset+t.l2p(ut(e)),n)}:function(e){return l(n,r+t._offset+t.l2p(ut(e)))}},B.makeTickPath=function(t,e,r,n){n=void 0!==n?n:t.ticklen;var i=t._id.charAt(0),a=(t.linewidth||1)/2;return\"x\"===i?\"M0,\"+(e+a*r)+\"v\"+n*r:\"M\"+(e+a*r)+\",0h\"+n*r},B.makeLabelFns=function(t,e,r){var n=t.ticklabelposition||\"\",a=function(t){return-1!==n.indexOf(t)},o=a(\"top\"),l=a(\"left\"),c=a(\"right\"),u=a(\"bottom\")||l||o||c,f=a(\"inside\"),h=\"inside\"===n&&\"inside\"===t.ticks||!f&&\"outside\"===t.ticks&&\"boundaries\"!==t.tickson,p=0,d=0,g=h?t.ticklen:0;if(f?g*=-1:u&&(g=0),h&&(p+=g,r)){var m=s.deg2rad(r);p=g*Math.cos(m)+1,d=g*Math.sin(m)}t.showticklabels&&(h||t.showline)&&(p+=.2*t.tickfont.size);var v,y,x,b,_,w={labelStandoff:p+=(t.linewidth||1)/2*(f?-1:1),labelShift:d},T=0,k=t.side,M=t._id.charAt(0),A=t.tickangle;if(\"x\"===M)b=(_=!f&&\"bottom\"===k||f&&\"top\"===k)?1:-1,f&&(b*=-1),v=d*b,y=e+p*b,x=_?1:-.2,90===Math.abs(A)&&(f?x+=O:x=-90===A&&\"bottom\"===k?D:90===A&&\"top\"===k?O:.5,T=O/2*(A/90)),w.xFn=function(t){return t.dx+v+T*t.fontSize},w.yFn=function(t){return t.dy+y+t.fontSize*x},w.anchorFn=function(t,e){if(u){if(l)return\"end\";if(c)return\"start\"}return i(e)&&0!==e&&180!==e?e*b<0!==f?\"end\":\"start\":\"middle\"},w.heightFn=function(e,r,n){return r<-60||r>60?-.5*n:\"top\"===t.side!==f?-n:0};else if(\"y\"===M){if(b=(_=!f&&\"left\"===k||f&&\"right\"===k)?1:-1,f&&(b*=-1),v=p,y=d*b,x=0,f||90!==Math.abs(A)||(x=-90===A&&\"left\"===k||90===A&&\"right\"===k?D:.5),f){var S=i(A)?+A:0;if(0!==S){var E=s.deg2rad(S);T=Math.abs(Math.sin(E))*D*b,x=0}}w.xFn=function(t){return t.dx+e-(v+t.fontSize*x)*b+T*t.fontSize},w.yFn=function(t){return t.dy+y+t.fontSize*O},w.anchorFn=function(t,e){return i(e)&&90===Math.abs(e)?\"middle\":_?\"end\":\"start\"},w.heightFn=function(e,r,n){return\"right\"===t.side&&(r*=-1),r<-30?-n:r<30?-.5*n:0}}return w},B.drawTicks=function(t,e,r){r=r||{};var n=e._id+\"tick\",i=r.vals;\"period\"===e.ticklabelmode&&(i=i.slice()).shift();var a=r.layer.selectAll(\"path.\"+n).data(e.ticks?i:[],ft);a.exit().remove(),a.enter().append(\"path\").classed(n,1).classed(\"ticks\",1).classed(\"crisp\",!1!==r.crisp).call(f.stroke,e.tickcolor).style(\"stroke-width\",h.crispRound(t,e.tickwidth,1)+\"px\").attr(\"d\",r.path),a.attr(\"transform\",r.transFn)},B.drawGrid=function(t,e,r){r=r||{};var n=e._id+\"grid\",i=r.vals,a=r.counterAxis;if(!1===e.showgrid)i=[];else if(a&&B.shouldShowZeroLine(t,e,a))for(var o=\"array\"===e.tickmode,s=0;s<i.length;s++){var l=i[s].x;if(o?!l:Math.abs(l)<e.dtick/100){if(i=i.slice(0,s).concat(i.slice(s+1)),!o)break;s--}}var c=r.layer.selectAll(\"path.\"+n).data(i,ft);c.exit().remove(),c.enter().append(\"path\").classed(n,1).classed(\"crisp\",!1!==r.crisp),e._gw=h.crispRound(t,e.gridwidth,1),c.attr(\"transform\",r.transFn).attr(\"d\",r.path).call(f.stroke,e.gridcolor||\"#ddd\").style(\"stroke-width\",e._gw+\"px\"),\"function\"==typeof r.path&&c.attr(\"d\",r.path)},B.drawZeroLine=function(t,e,r){r=r||r;var n=e._id+\"zl\",i=B.shouldShowZeroLine(t,e,r.counterAxis),a=r.layer.selectAll(\"path.\"+n).data(i?[{x:0,id:e._id}]:[]);a.exit().remove(),a.enter().append(\"path\").classed(n,1).classed(\"zl\",1).classed(\"crisp\",!1!==r.crisp).each((function(){r.layer.selectAll(\"path\").sort((function(t,e){return U(t.id,e.id)}))})),a.attr(\"transform\",r.transFn).attr(\"d\",r.path).call(f.stroke,e.zerolinecolor||f.defaultLine).style(\"stroke-width\",h.crispRound(t,e.zerolinewidth,e._gw||1)+\"px\")},B.drawLabels=function(t,e,r){r=r||{};var a=t._fullLayout,o=e._id,u=o.charAt(0),f=r.cls||o+\"tick\",p=r.vals,d=r.labelFns,g=r.secondary?0:e.tickangle,m=(e._prevTickAngles||{})[f],v=r.layer.selectAll(\"g.\"+f).data(e.showticklabels?p:[],ft),y=[];function x(t,a){var o=-1!==(e.ticklabelposition||\"\").indexOf(\"inside\");t.each((function(t){var s=n.select(this),u=s.select(\".text-math-group\"),f=d.anchorFn(t,a),p=r.transFn.call(s.node(),t)+(i(a)&&0!=+a?\" rotate(\"+a+\",\"+d.xFn(t)+\",\"+(d.yFn(t)-t.fontSize/2)+\")\":\"\"),g=c.lineCount(s),m=R*t.fontSize,v=d.heightFn(t,i(a)?+a:0,(g-1)*m);if(v&&(p+=l(0,v)),u.empty()){var y=s.select(\"text\");y.attr({transform:p,\"text-anchor\":f}),o&&(y.style({opacity:100}),e._hideOutOfRangeInsideTickLabels&&e._hideOutOfRangeInsideTickLabels())}else{var x=h.bBox(u.node()).width*{end:-.5,start:.5}[f];u.attr(\"transform\",p+l(x,0))}}))}v.enter().append(\"g\").classed(f,1).append(\"text\").attr(\"text-anchor\",\"middle\").each((function(e){var r=n.select(this),i=t._promises.length;r.call(c.positionText,d.xFn(e),d.yFn(e)).call(h.font,e.font,e.fontSize,e.fontColor).text(e.text).call(c.convertToTspans,t),t._promises[i]?y.push(t._promises.pop().then((function(){x(r,g)}))):x(r,g)})),v.exit().remove(),r.repositionOnUpdate&&v.each((function(t){n.select(this).select(\"text\").call(c.positionText,d.xFn(t),d.yFn(t))})),e._hideOutOfRangeInsideTickLabels=void 0,-1!==(e.ticklabelposition||\"\").indexOf(\"inside\")&&(e._hideOutOfRangeInsideTickLabels=function(){var t=s.simpleMap(e.range,e.r2l),r=e.l2p(t[0]),i=e.l2p(t[1]),a=Math.min(r,i)+e._offset,o=Math.max(r,i)+e._offset,l=\"x\"===e._id.charAt(0);v.each((function(t){var r=n.select(this);if(r.select(\".text-math-group\").empty()){var i=h.bBox(r.node()),s=!1;l?(i.right>o||i.left<a)&&(s=!0):(i.bottom>o||i.top+(e.tickangle?0:t.fontSize/4)<a)&&(s=!0),s&&r.select(\"text\").style({opacity:0})}}))}),x(v,m+1?m:g);var b=null;e._selections&&(e._selections[f]=v);var _=[function(){return y.length&&Promise.all(y)}];e.automargin&&a._redrawFromAutoMarginCount&&90===m?(b=90,_.push((function(){x(v,m)}))):_.push((function(){if(x(v,g),p.length&&\"x\"===u&&!i(g)&&(\"log\"!==e.type||\"D\"!==String(e.dtick).charAt(0))){b=0;var t,n=0,a=[];if(v.each((function(t){n=Math.max(n,t.fontSize);var r=e.l2p(t.x),i=dt(this),o=h.bBox(i.node());a.push({top:0,bottom:10,height:10,left:r-o.width/2,right:r+o.width/2+2,width:o.width+2})})),\"boundaries\"!==e.tickson&&!e.showdividers||r.secondary){var o=p.length,l=Math.abs((p[o-1].x-p[0].x)*e._m)/(o-1),c=e.ticklabelposition||\"\",f=function(t){return-1!==c.indexOf(t)},d=f(\"top\"),m=f(\"left\"),y=f(\"right\"),_=f(\"bottom\")||m||d||y?(e.tickwidth||0)+6:0,w=l<2.5*n||\"multicategory\"===e.type;for(t=0;t<a.length-1;t++)if(s.bBoxIntersect(a[t],a[t+1],_)){b=w?90:30;break}}else{var T=2;for(e.ticks&&(T+=e.tickwidth/2),t=0;t<a.length;t++){var k=p[t].xbnd,M=a[t];if(null!==k[0]&&M.left-e.l2p(k[0])<T||null!==k[1]&&e.l2p(k[1])-M.right<T){b=90;break}}}b&&x(v,b)}})),e._tickAngles&&_.push((function(){e._tickAngles[f]=null===b?i(g)?g:0:b}));var w=e._anchorAxis;w&&w.autorange&&-1!==(e.ticklabelposition||\"\").indexOf(\"inside\")&&!V(a,e._id)&&(a._insideTickLabelsAutorange||(a._insideTickLabelsAutorange={}),a._insideTickLabelsAutorange[w._name+\".autorange\"]=w.autorange,_.push((function(){v.each((function(t,r){var n=dt(this);e._vals[r].bb=h.bBox(n.node())}))})));var T=s.syncOrAsync(_);return T&&T.then&&t._promises.push(T),T},B.getPxPosition=function(t,e){var r,n=t._fullLayout._size,i=e._id.charAt(0),a=e.side;return\"free\"!==e.anchor?r=e._anchorAxis:\"x\"===i?r={_offset:n.t+(1-(e.position||0))*n.h,_length:0}:\"y\"===i&&(r={_offset:n.l+(e.position||0)*n.w,_length:0}),\"top\"===a||\"left\"===a?r._offset:\"bottom\"===a||\"right\"===a?r._offset+r._length:void 0},B.shouldShowZeroLine=function(t,e,r){var n=s.simpleMap(e.range,e.r2l);return n[0]*n[1]<=0&&e.zeroline&&(\"linear\"===e.type||\"-\"===e.type)&&!(e.rangebreaks&&e.maskBreaks(0)===P)&&(pt(e,0)||!function(t,e,r,n){var i=r._mainAxis;if(!i)return;var a=t._fullLayout,o=e._id.charAt(0),s=B.counterLetter(e._id),l=e._offset+(Math.abs(n[0])<Math.abs(n[1])==(\"x\"===o)?0:e._length);function c(t){if(!t.showline||!t.linewidth)return!1;var r=Math.max((t.linewidth+e.zerolinewidth)/2,1);function n(t){return\"number\"==typeof t&&Math.abs(t-l)<r}if(n(t._mainLinePosition)||n(t._mainMirrorPosition))return!0;var i=t._linepositions||{};for(var a in i)if(n(i[a][0])||n(i[a][1]))return!0}var u=a._plots[r._mainSubplot];if(!(u.mainplotinfo||u).overlays.length)return c(r);for(var f=B.list(t,s),h=0;h<f.length;h++){var p=f[h];if(p._mainAxis===i&&c(p))return!0}}(t,e,r,n)||function(t,e){for(var r=t._fullData,n=e._mainSubplot,i=e._id.charAt(0),a=0;a<r.length;a++){var s=r[a];if(!0===s.visible&&s.xaxis+s.yaxis===n){if(o.traceIs(s,\"bar-like\")&&s.orientation==={x:\"h\",y:\"v\"}[i])return!0;if(s.fill&&s.fill.charAt(s.fill.length-1)===i)return!0}}return!1}(t,e))},B.clipEnds=function(t,e){return e.filter((function(e){return pt(t,e.x)}))},B.allowAutoMargin=function(t){for(var e=B.list(t,\"\",!0),r=0;r<e.length;r++){var n=e[r];n.automargin&&(a.allowAutoMargin(t,gt(n)),n.mirror&&a.allowAutoMargin(t,mt(n))),o.getComponentMethod(\"rangeslider\",\"isVisible\")(n)&&a.allowAutoMargin(t,vt(n))}},B.swap=function(t,e){for(var r=function(t,e){var r,n,i=[];for(r=0;r<e.length;r++){var a=[],o=t._fullData[e[r]].xaxis,s=t._fullData[e[r]].yaxis;if(o&&s){for(n=0;n<i.length;n++)-1===i[n].x.indexOf(o)&&-1===i[n].y.indexOf(s)||a.push(n);if(a.length){var l,c=i[a[0]];if(a.length>1)for(n=1;n<a.length;n++)l=i[a[n]],yt(c.x,l.x),yt(c.y,l.y);yt(c.x,[o]),yt(c.y,[s])}else i.push({x:[o],y:[s]})}}return i}(t,e),n=0;n<r.length;n++)xt(t,r[n].x,r[n].y)}},{\"../../components/color\":643,\"../../components/drawing\":665,\"../../components/titles\":738,\"../../constants/alignment\":745,\"../../constants/numerical\":753,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../../plots/plots\":891,\"../../registry\":911,\"./autorange\":827,\"./axis_autotype\":829,\"./axis_ids\":831,\"./clean_ticks\":833,\"./layout_attributes\":842,\"./set_convert\":848,d3:169,\"fast-isnumeric\":241}],829:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"../../constants/numerical\").BADNUM,o=i.isArrayOrTypedArray,s=i.isDateTime,l=i.cleanNumber,c=Math.round;function u(t,e){return e?n(t):\"number\"==typeof t}function f(t){return Math.max(1,(t-1)/1e3)}e.exports=function(t,e,r){var i=t,h=r.noMultiCategory;if(o(i)&&!i.length)return\"-\";if(!h&&function(t){return o(t[0])&&o(t[1])}(i))return\"multicategory\";if(h&&Array.isArray(i[0])){for(var p=[],d=0;d<i.length;d++)if(o(i[d]))for(var g=0;g<i[d].length;g++)p.push(i[d][g]);i=p}if(function(t,e){for(var r=t.length,i=f(r),a=0,o=0,l={},u=0;u<r;u+=i){var h=c(u),p=t[h],d=String(p);l[d]||(l[d]=1,s(p,e)&&a++,n(p)&&o++)}return a>2*o}(i,e))return\"date\";var m=\"strict\"!==r.autotypenumbers;return function(t,e){for(var r=t.length,n=f(r),i=0,o=0,s={},u=0;u<r;u+=n){var h=c(u),p=t[h],d=String(p);if(!s[d]){s[d]=1;var g=typeof p;\"boolean\"===g?o++:(e?l(p)!==a:\"number\"===g)?i++:\"string\"===g&&o++}}return o>2*i}(i,m)?\"category\":function(t,e){for(var r=t.length,n=0;n<r;n++)if(u(t[n],e))return!0;return!1}(i,m)?\"linear\":\"-\"}},{\"../../constants/numerical\":753,\"../../lib\":778,\"fast-isnumeric\":241}],830:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../registry\"),a=t(\"../../lib\"),o=t(\"../array_container_defaults\"),s=t(\"./layout_attributes\"),l=t(\"./tick_value_defaults\"),c=t(\"./tick_mark_defaults\"),u=t(\"./tick_label_defaults\"),f=t(\"./category_order_defaults\"),h=t(\"./line_grid_defaults\"),p=t(\"./set_convert\"),d=t(\"./constants\").WEEKDAY_PATTERN,g=t(\"./constants\").HOUR_PATTERN;function m(t,e,r){function i(r,n){return a.coerce(t,e,s.rangebreaks,r,n)}if(i(\"enabled\")){var o=i(\"bounds\");if(o&&o.length>=2){var l,c,u=\"\";if(2===o.length)for(l=0;l<2;l++)if(c=y(o[l])){u=d;break}var f=i(\"pattern\",u);if(f===d)for(l=0;l<2;l++)(c=y(o[l]))&&(e.bounds[l]=o[l]=c-1);if(f)for(l=0;l<2;l++)switch(c=o[l],f){case d:if(!n(c))return void(e.enabled=!1);if((c=+c)!==Math.floor(c)||c<0||c>=7)return void(e.enabled=!1);e.bounds[l]=o[l]=c;break;case g:if(!n(c))return void(e.enabled=!1);if((c=+c)<0||c>24)return void(e.enabled=!1);e.bounds[l]=o[l]=c}if(!1===r.autorange){var h=r.range;if(h[0]<h[1]){if(o[0]<h[0]&&o[1]>h[1])return void(e.enabled=!1)}else if(o[0]>h[0]&&o[1]<h[1])return void(e.enabled=!1)}}else{var p=i(\"values\");if(!p||!p.length)return void(e.enabled=!1);i(\"dvalue\")}}}e.exports=function(t,e,r,n,g){var v,y=n.letter,x=n.font||{},b=n.splomStash||{},_=r(\"visible\",!n.visibleDflt),w=e._template||{},T=e.type||w.type||\"-\";\"date\"===T&&(i.getComponentMethod(\"calendars\",\"handleDefaults\")(t,e,\"calendar\",n.calendar),n.noTicklabelmode||(v=r(\"ticklabelmode\")));n.noTicklabelposition&&\"multicategory\"!==T||a.coerce(t,e,{ticklabelposition:{valType:\"enumerated\",dflt:\"outside\",values:\"period\"===v?[\"outside\",\"inside\"]:\"x\"===y?[\"outside\",\"inside\",\"outside left\",\"inside left\",\"outside right\",\"inside right\"]:[\"outside\",\"inside\",\"outside top\",\"inside top\",\"outside bottom\",\"inside bottom\"]}},\"ticklabelposition\"),p(e,g);var k=!e.isValidRange(t.range);k&&n.reverseDflt&&(k=\"reversed\"),!r(\"autorange\",k)||\"linear\"!==T&&\"-\"!==T||r(\"rangemode\"),r(\"range\"),e.cleanRange(),f(t,e,r,n),\"category\"===T||n.noHover||r(\"hoverformat\");var M=r(\"color\"),A=M!==s.color.dflt?M:x.color,S=b.label||g._dfltTitle[y];if(u(t,e,r,T,n,{pass:1}),!_)return e;r(\"title.text\",S),a.coerceFont(r,\"title.font\",{family:x.family,size:Math.round(1.2*x.size),color:A}),l(t,e,r,T),u(t,e,r,T,n,{pass:2}),c(t,e,r,n),h(t,e,r,{dfltColor:M,bgColor:n.bgColor,showGrid:n.showGrid,attributes:s}),(e.showline||e.ticks)&&r(\"mirror\"),n.automargin&&r(\"automargin\");var E,C=\"multicategory\"===T;n.noTickson||\"category\"!==T&&!C||!e.ticks&&!e.showgrid||(C&&(E=\"boundaries\"),\"boundaries\"===r(\"tickson\",E)&&delete e.ticklabelposition);C&&(r(\"showdividers\")&&(r(\"dividercolor\"),r(\"dividerwidth\")));if(\"date\"===T)if(o(t,e,{name:\"rangebreaks\",inclusionAttr:\"enabled\",handleItemDefaults:m}),e.rangebreaks.length){for(var L=0;L<e.rangebreaks.length;L++)if(e.rangebreaks[L].pattern===d){e._hasDayOfWeekBreaks=!0;break}if(p(e,g),g._has(\"scattergl\")||g._has(\"splom\"))for(var I=0;I<n.data.length;I++){var P=n.data[I];\"scattergl\"!==P.type&&\"splom\"!==P.type||(P.visible=!1,a.warn(P.type+\" traces do not work on axes with rangebreaks. Setting trace \"+P.index+\" to `visible: false`.\"))}}else delete e.rangebreaks;return e};var v={sun:1,mon:2,tue:3,wed:4,thu:5,fri:6,sat:7};function y(t){if(\"string\"==typeof t)return v[t.substr(0,3).toLowerCase()]}},{\"../../lib\":778,\"../../registry\":911,\"../array_container_defaults\":823,\"./category_order_defaults\":832,\"./constants\":834,\"./layout_attributes\":842,\"./line_grid_defaults\":844,\"./set_convert\":848,\"./tick_label_defaults\":849,\"./tick_mark_defaults\":850,\"./tick_value_defaults\":851,\"fast-isnumeric\":241}],831:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"./constants\");function a(t,e){if(e&&e.length)for(var r=0;r<e.length;r++)if(e[r][t])return!0;return!1}r.id2name=function(t){if(\"string\"==typeof t&&t.match(i.AX_ID_PATTERN)){var e=t.split(\" \")[0].substr(1);return\"1\"===e&&(e=\"\"),t.charAt(0)+\"axis\"+e}},r.name2id=function(t){if(t.match(i.AX_NAME_PATTERN)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),t.charAt(0)+e}},r.cleanId=function(t,e,r){var n=/( domain)$/.test(t);if(\"string\"==typeof t&&t.match(i.AX_ID_PATTERN)&&(!e||t.charAt(0)===e)&&(!n||r)){var a=t.split(\" \")[0].substr(1).replace(/^0+/,\"\");return\"1\"===a&&(a=\"\"),t.charAt(0)+a+(n&&r?\" domain\":\"\")}},r.list=function(t,e,n){var i=t._fullLayout;if(!i)return[];var a,o=r.listIds(t,e),s=new Array(o.length);for(a=0;a<o.length;a++){var l=o[a];s[a]=i[l.charAt(0)+\"axis\"+l.substr(1)]}if(!n){var c=i._subplots.gl3d||[];for(a=0;a<c.length;a++){var u=i[c[a]];e?s.push(u[e+\"axis\"]):s.push(u.xaxis,u.yaxis,u.zaxis)}}return s},r.listIds=function(t,e){var r=t._fullLayout;if(!r)return[];var n=r._subplots;return e?n[e+\"axis\"]:n.xaxis.concat(n.yaxis)},r.getFromId=function(t,e,n){var i=t._fullLayout;return e=void 0===e||\"string\"!=typeof e?e:e.replace(\" domain\",\"\"),\"x\"===n?e=e.replace(/y[0-9]*/,\"\"):\"y\"===n&&(e=e.replace(/x[0-9]*/,\"\")),i[r.id2name(e)]},r.getFromTrace=function(t,e,i){var a=t._fullLayout,o=null;if(n.traceIs(e,\"gl3d\")){var s=e.scene;\"scene\"===s.substr(0,5)&&(o=a[s][i+\"axis\"])}else o=r.getFromId(t,e[i+\"axis\"]||i);return o},r.idSort=function(t,e){var r=t.charAt(0),n=e.charAt(0);return r!==n?r>n?1:-1:+(t.substr(1)||1)-+(e.substr(1)||1)},r.ref2id=function(t){return!!/^[xyz]/.test(t)&&t.split(\" \")[0]},r.isLinked=function(t,e){return a(e,t._axisMatchGroups)||a(e,t._axisConstraintGroups)}},{\"../../registry\":911,\"./constants\":834}],832:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){if(\"category\"===e.type){var i,a=t.categoryarray,o=Array.isArray(a)&&a.length>0;o&&(i=\"array\");var s,l=r(\"categoryorder\",i);\"array\"===l&&(s=r(\"categoryarray\")),o||\"array\"!==l||(l=e.categoryorder=\"trace\"),\"trace\"===l?e._initialCategories=[]:\"array\"===l?e._initialCategories=s.slice():(s=function(t,e){var r,n,i,a=e.dataAttr||t._id.charAt(0),o={};if(e.axData)r=e.axData;else for(r=[],n=0;n<e.data.length;n++){var s=e.data[n];s[a+\"axis\"]===t._id&&r.push(s)}for(n=0;n<r.length;n++){var l=r[n][a];for(i=0;i<l.length;i++){var c=l[i];null!=c&&(o[c]=1)}}return Object.keys(o)}(e,n).sort(),\"category ascending\"===l?e._initialCategories=s:\"category descending\"===l&&(e._initialCategories=s.reverse()))}}},{}],833:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"../../constants/numerical\"),o=a.ONEDAY,s=a.ONEWEEK;r.dtick=function(t,e){var r=\"log\"===e,i=\"date\"===e,a=\"category\"===e,s=i?o:1;if(!t)return s;if(n(t))return(t=Number(t))<=0?s:a?Math.max(1,Math.round(t)):i?Math.max(.1,t):t;if(\"string\"!=typeof t||!i&&!r)return s;var l=t.charAt(0),c=t.substr(1);return(c=n(c)?Number(c):0)<=0||!(i&&\"M\"===l&&c===Math.round(c)||r&&\"L\"===l||r&&\"D\"===l&&(1===c||2===c))?s:t},r.tick0=function(t,e,r,a){return\"date\"===e?i.cleanDate(t,i.dateTick0(r,a%s==0?1:0)):\"D1\"!==a&&\"D2\"!==a?n(t)?Number(t):0:void 0}},{\"../../constants/numerical\":753,\"../../lib\":778,\"fast-isnumeric\":241}],834:[function(t,e,r){\"use strict\";var n=t(\"../../lib/regex\").counter;e.exports={idRegex:{x:n(\"x\",\"( domain)?\"),y:n(\"y\",\"( domain)?\")},attrRegex:n(\"[xy]axis\"),xAxisMatch:n(\"xaxis\"),yAxisMatch:n(\"yaxis\"),AX_ID_PATTERN:/^[xyz][0-9]*( domain)?$/,AX_NAME_PATTERN:/^[xyz]axis[0-9]*$/,SUBPLOT_PATTERN:/^x([0-9]*)y([0-9]*)$/,HOUR_PATTERN:\"hour\",WEEKDAY_PATTERN:\"day of week\",MINDRAG:8,MINSELECT:12,MINZOOM:20,DRAGGERSIZE:20,BENDPX:1.5,REDRAWDELAY:50,SELECTDELAY:100,SELECTID:\"-select\",DFLTRANGEX:[-1,6],DFLTRANGEY:[-1,4],traceLayerClasses:[\"imagelayer\",\"heatmaplayer\",\"contourcarpetlayer\",\"contourlayer\",\"funnellayer\",\"waterfalllayer\",\"barlayer\",\"carpetlayer\",\"violinlayer\",\"boxlayer\",\"ohlclayer\",\"scattercarpetlayer\",\"scatterlayer\"],clipOnAxisFalseQuery:[\".scatterlayer\",\".barlayer\",\".funnellayer\",\".waterfalllayer\"],layerValue2layerClass:{\"above traces\":\"above\",\"below traces\":\"below\"}}},{\"../../lib/regex\":795}],835:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./autorange\"),a=t(\"./axis_ids\").id2name,o=t(\"./layout_attributes\"),s=t(\"./scale_zoom\"),l=t(\"./set_convert\"),c=t(\"../../constants/numerical\").ALMOST_EQUAL,u=t(\"../../constants/alignment\").FROM_BL;function f(t,e,r){var i=r.axIds,s=r.layoutOut,l=r.hasImage,c=s._axisConstraintGroups,u=s._axisMatchGroups,f=e._id,g=f.charAt(0),m=((s._splomAxes||{})[g]||{})[f]||{},v=e._id,y=\"x\"===v.charAt(0);function x(r,i){return n.coerce(t,e,o,r,i)}e._matchGroup=null,e._constraintGroup=null,x(\"constrain\",l?\"domain\":\"range\"),n.coerce(t,e,{constraintoward:{valType:\"enumerated\",values:y?[\"left\",\"center\",\"right\"]:[\"bottom\",\"middle\",\"top\"],dflt:y?\"center\":\"middle\"}},\"constraintoward\");var b,_,w=e.type,T=[];for(b=0;b<i.length;b++){if((_=i[b])!==v)s[a(_)].type===w&&T.push(_)}var k=p(c,v);if(k){var M=[];for(b=0;b<T.length;b++)k[_=T[b]]||M.push(_);T=M}var A,S,E=T.length;E&&(t.matches||m.matches)&&(A=n.coerce(t,e,{matches:{valType:\"enumerated\",values:T,dflt:-1!==T.indexOf(m.matches)?m.matches:void 0}},\"matches\"));var C=l&&!y?e.anchor:void 0;if(E&&!A&&(t.scaleanchor||C)&&(S=n.coerce(t,e,{scaleanchor:{valType:\"enumerated\",values:T}},\"scaleanchor\",C)),A){e._matchGroup=d(u,v,A,1);var L=s[a(A)],I=h(s,e)/h(s,L);y!==(\"x\"===A.charAt(0))&&(I=(y?\"x\":\"y\")+I),d(c,v,A,I)}else t.matches&&-1!==i.indexOf(t.matches)&&n.warn(\"ignored \"+e._name+'.matches: \"'+t.matches+'\" to avoid an infinite loop');if(S){var P=x(\"scaleratio\");P||(P=e.scaleratio=1),d(c,v,S,P)}else t.scaleanchor&&-1!==i.indexOf(t.scaleanchor)&&n.warn(\"ignored \"+e._name+'.scaleanchor: \"'+t.scaleanchor+'\" to avoid either an infinite loop and possibly inconsistent scaleratios, or because this axis declares a *matches* constraint.')}function h(t,e){var r=e.domain;return r||(r=t[a(e.overlaying)].domain),r[1]-r[0]}function p(t,e){for(var r=0;r<t.length;r++)if(t[r][e])return t[r];return null}function d(t,e,r,n){var i,a,o,s,l,c=p(t,e);null===c?((c={})[e]=1,l=t.length,t.push(c)):l=t.indexOf(c);var u=Object.keys(c);for(i=0;i<t.length;i++)if(o=t[i],i!==l&&o[r]){var f=o[r];for(a=0;a<u.length;a++)o[s=u[a]]=g(f,g(n,c[s]));return void t.splice(l,1)}if(1!==n)for(a=0;a<u.length;a++){var h=u[a];c[h]=g(n,c[h])}c[r]=1}function g(t,e){var r,n,i=\"\",a=\"\";\"string\"==typeof t&&(r=(i=t.match(/^[xy]*/)[0]).length,t=+t.substr(r)),\"string\"==typeof e&&(n=(a=e.match(/^[xy]*/)[0]).length,e=+e.substr(n));var o=t*e;return r||n?r&&n&&i.charAt(0)!==a.charAt(0)?r===n?o:(r>n?i.substr(n):a.substr(r))+o:i+a+t*e:o}function m(t,e){for(var r=e._size,n=r.h/r.w,i={},a=Object.keys(t),o=0;o<a.length;o++){var s=a[o],l=t[s];if(\"string\"==typeof l){var c=l.match(/^[xy]*/)[0],u=c.length;l=+l.substr(u);for(var f=\"y\"===c.charAt(0)?n:1/n,h=0;h<u;h++)l*=f}i[s]=l}return i}function v(t,e){var r=t._inputDomain,n=u[t.constraintoward],i=r[0]+(r[1]-r[0])*n;t.domain=t._input.domain=[i+(r[0]-i)/e,i+(r[1]-i)/e],t.setScale()}r.handleDefaults=function(t,e,r){var i,o,s,c,u,h,p,d,g=r.axIds,m=r.axHasImage,v=e._axisConstraintGroups=[],y=e._axisMatchGroups=[];for(i=0;i<g.length;i++)f(u=t[c=a(g[i])],h=e[c],{axIds:g,layoutOut:e,hasImage:m[c]});function x(t,r){for(i=0;i<t.length;i++)for(s in o=t[i])e[a(s)][r]=o}for(x(y,\"_matchGroup\"),i=0;i<v.length;i++)for(s in o=v[i])if((h=e[a(s)]).fixedrange){for(var b in o){var _=a(b);!1===(t[_]||{}).fixedrange&&n.warn(\"fixedrange was specified as false for axis \"+_+\" but was overridden because another axis in its constraint group has fixedrange true\"),e[_].fixedrange=!0}break}for(i=0;i<v.length;){for(s in o=v[i]){(h=e[a(s)])._matchGroup&&Object.keys(h._matchGroup).length===Object.keys(o).length&&(v.splice(i,1),i--);break}i++}x(v,\"_constraintGroup\");var w=[\"constrain\",\"range\",\"autorange\",\"rangemode\",\"rangebreaks\",\"categoryorder\",\"categoryarray\"],T=!1,k=!1;function M(){d=h[p],\"rangebreaks\"===p&&(k=h._hasDayOfWeekBreaks)}for(i=0;i<y.length;i++){o=y[i];for(var A=0;A<w.length;A++){var S;for(s in p=w[A],d=null,o)if(u=t[c=a(s)],h=e[c],p in h){if(!h.matches&&(S=h,p in u)){M();break}null===d&&p in u&&M()}if(\"range\"===p&&d&&(T=!0),\"autorange\"===p&&null===d&&T&&(d=!1),null===d&&p in S&&(d=S[p]),null!==d)for(s in o)(h=e[a(s)])[p]=\"range\"===p?d.slice():d,\"rangebreaks\"===p&&(h._hasDayOfWeekBreaks=k,l(h,e))}}},r.enforce=function(t){var e,r,n,o,l,u,f,h,p=t._fullLayout,d=p._axisConstraintGroups||[];for(e=0;e<d.length;e++){n=m(d[e],p);var g=Object.keys(n),y=1/0,x=0,b=1/0,_={},w={},T=!1;for(r=0;r<g.length;r++)w[o=g[r]]=l=p[a(o)],l._inputDomain?l.domain=l._inputDomain.slice():l._inputDomain=l.domain.slice(),l._inputRange||(l._inputRange=l.range.slice()),l.setScale(),_[o]=u=Math.abs(l._m)/n[o],y=Math.min(y,u),\"domain\"!==l.constrain&&l._constraintShrinkable||(b=Math.min(b,u)),delete l._constraintShrinkable,x=Math.max(x,u),\"domain\"===l.constrain&&(T=!0);if(!(y>c*x)||T)for(r=0;r<g.length;r++)if(u=_[o=g[r]],f=(l=w[o]).constrain,u!==b||\"domain\"===f)if(h=u/b,\"range\"===f)s(l,h);else{var k=l._inputDomain,M=(l.domain[1]-l.domain[0])/(k[1]-k[0]),A=(l.r2l(l.range[1])-l.r2l(l.range[0]))/(l.r2l(l._inputRange[1])-l.r2l(l._inputRange[0]));if((h/=M)*A<1){l.domain=l._input.domain=k.slice(),s(l,h);continue}if(A<1&&(l.range=l._input.range=l._inputRange.slice(),h*=A),l.autorange){var S=l.r2l(l.range[0]),E=l.r2l(l.range[1]),C=(S+E)/2,L=C,I=C,P=Math.abs(E-C),z=C-P*h*1.0001,O=C+P*h*1.0001,D=i.makePadFn(p,l,0),R=i.makePadFn(p,l,1);v(l,h);var F,B,N=Math.abs(l._m),j=i.concatExtremes(t,l),U=j.min,V=j.max;for(B=0;B<U.length;B++)(F=U[B].val-D(U[B])/N)>z&&F<L&&(L=F);for(B=0;B<V.length;B++)(F=V[B].val+R(V[B])/N)<O&&F>I&&(I=F);h/=(I-L)/(2*P),L=l.l2r(L),I=l.l2r(I),l.range=l._input.range=S<E?[L,I]:[I,L]}v(l,h)}}},r.getAxisGroup=function(t,e){for(var r=t._axisMatchGroups,n=0;n<r.length;n++){if(r[n][e])return\"g\"+n}return e},r.clean=function(t,e){if(e._inputDomain){for(var r=!1,n=e._id,i=t._fullLayout._axisConstraintGroups,a=0;a<i.length;a++)if(i[a][n]){r=!0;break}r&&\"domain\"===e.constrain||(e._input.domain=e.domain=e._inputDomain,delete e._inputDomain)}}},{\"../../constants/alignment\":745,\"../../constants/numerical\":753,\"../../lib\":778,\"./autorange\":827,\"./axis_ids\":831,\"./layout_attributes\":842,\"./scale_zoom\":846,\"./set_convert\":848}],836:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"tinycolor2\"),a=t(\"has-passive-events\"),o=t(\"../../registry\"),s=t(\"../../lib\"),l=s.strTranslate,c=t(\"../../lib/svg_text_utils\"),u=t(\"../../components/color\"),f=t(\"../../components/drawing\"),h=t(\"../../components/fx\"),p=t(\"./axes\"),d=t(\"../../lib/setcursor\"),g=t(\"../../components/dragelement\"),m=t(\"../../components/dragelement/helpers\"),v=m.selectingOrDrawing,y=m.freeMode,x=t(\"../../constants/alignment\").FROM_TL,b=t(\"../../lib/clear_gl_canvases\"),_=t(\"../../plot_api/subroutines\").redrawReglTraces,w=t(\"../plots\"),T=t(\"./axis_ids\").getFromId,k=t(\"./select\").prepSelect,M=t(\"./select\").clearSelect,A=t(\"./select\").selectOnClick,S=t(\"./scale_zoom\"),E=t(\"./constants\"),C=E.MINDRAG,L=E.MINZOOM,I=!0;function P(t,e,r,n){var i=s.ensureSingle(t.draglayer,e,r,(function(e){e.classed(\"drag\",!0).style({fill:\"transparent\",\"stroke-width\":0}).attr(\"data-subplot\",t.id)}));return i.call(d,n),i.node()}function z(t,e,r,i,a,o,s){var l=P(t,\"rect\",e,r);return n.select(l).call(f.setRect,i,a,o,s),l}function O(t,e){for(var r=0;r<t.length;r++)if(!t[r].fixedrange)return e;return\"\"}function D(t,e,r,n,i){for(var a=0;a<t.length;a++){var o=t[a];if(!o.fixedrange)if(o.rangebreaks){var s=\"y\"===o._id.charAt(0),l=s?1-e:e,c=s?1-r:r;n[o._name+\".range[0]\"]=o.l2r(o.p2l(l*o._length)),n[o._name+\".range[1]\"]=o.l2r(o.p2l(c*o._length))}else{var u=o._rl[0],f=o._rl[1]-u;n[o._name+\".range[0]\"]=o.l2r(u+f*e),n[o._name+\".range[1]\"]=o.l2r(u+f*r)}}if(i&&i.length){var h=(e+(1-r))/2;D(i,h,1-h,n,[])}}function R(t,e){for(var r=0;r<t.length;r++){var n=t[r];if(!n.fixedrange)if(n.rangebreaks){var i=n._length,a=(n.p2l(0+e)-n.p2l(0)+(n.p2l(i+e)-n.p2l(i)))/2;n.range=[n.l2r(n._rl[0]-a),n.l2r(n._rl[1]-a)]}else n.range=[n.l2r(n._rl[0]-e/n._m),n.l2r(n._rl[1]-e/n._m)]}}function F(t){return 1-(t>=0?Math.min(t,.9):1/(1/Math.max(t,-.3)+3.222))}function B(t,e,r,n,i){return t.append(\"path\").attr(\"class\",\"zoombox\").style({fill:e>.2?\"rgba(0,0,0,0)\":\"rgba(255,255,255,0)\",\"stroke-width\":0}).attr(\"transform\",l(r,n)).attr(\"d\",i+\"Z\")}function N(t,e,r){return t.append(\"path\").attr(\"class\",\"zoombox-corners\").style({fill:u.background,stroke:u.defaultLine,\"stroke-width\":1,opacity:0}).attr(\"transform\",l(e,r)).attr(\"d\",\"M0,0Z\")}function j(t,e,r,n,i,a){t.attr(\"d\",n+\"M\"+r.l+\",\"+r.t+\"v\"+r.h+\"h\"+r.w+\"v-\"+r.h+\"h-\"+r.w+\"Z\"),U(t,e,i,a)}function U(t,e,r,n){r||(t.transition().style(\"fill\",n>.2?\"rgba(0,0,0,0.4)\":\"rgba(255,255,255,0.3)\").duration(200),e.transition().style(\"opacity\",1).duration(200))}function V(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}function q(t){I&&t.data&&t._context.showTips&&(s.notifier(s._(t,\"Double-click to zoom back out\"),\"long\"),I=!1)}function H(t){var e=Math.floor(Math.min(t.b-t.t,t.r-t.l,L)/2);return\"M\"+(t.l-3.5)+\",\"+(t.t-.5+e)+\"h3v\"+-e+\"h\"+e+\"v-3h-\"+(e+3)+\"ZM\"+(t.r+3.5)+\",\"+(t.t-.5+e)+\"h-3v\"+-e+\"h\"+-e+\"v-3h\"+(e+3)+\"ZM\"+(t.r+3.5)+\",\"+(t.b+.5-e)+\"h-3v\"+e+\"h\"+-e+\"v3h\"+(e+3)+\"ZM\"+(t.l-3.5)+\",\"+(t.b+.5-e)+\"h3v\"+e+\"h\"+e+\"v3h-\"+(e+3)+\"Z\"}function G(t,e,r,n,i){for(var a,o,l,c,u=!1,f={},h={},p=(i||{}).xaHash,d=(i||{}).yaHash,g=0;g<e.length;g++){var m=e[g];for(a in r)if(m[a]){for(l in m)i&&(p[l]||d[l])||(\"x\"===l.charAt(0)?r:n)[l]||(f[l]=a);for(o in n)i&&(p[o]||d[o])||!m[o]||(u=!0)}for(o in n)if(m[o])for(c in m)i&&(p[c]||d[c])||(\"x\"===c.charAt(0)?r:n)[c]||(h[c]=o)}u&&(s.extendFlat(f,h),h={});var v={},y=[];for(l in f){var x=T(t,l);y.push(x),v[x._id]=x}var b={},_=[];for(c in h){var w=T(t,c);_.push(w),b[w._id]=w}return{xaHash:v,yaHash:b,xaxes:y,yaxes:_,xLinks:f,yLinks:h,isSubplotConstrained:u}}function Y(t,e){if(a){var r=void 0!==t.onwheel?\"wheel\":\"mousewheel\";t._onwheel&&t.removeEventListener(r,t._onwheel),t._onwheel=e,t.addEventListener(r,e,{passive:!1})}else void 0!==t.onwheel?t.onwheel=e:void 0!==t.onmousewheel?t.onmousewheel=e:t.isAddedWheelEvent||(t.isAddedWheelEvent=!0,t.addEventListener(\"wheel\",e,{passive:!1}))}function W(t){var e=[];for(var r in t)e.push(t[r]);return e}e.exports={makeDragBox:function(t,e,r,a,l,u,d,m){var I,P,U,X,Z,J,K,Q,$,tt,et,rt,nt,it,at,ot,st,lt,ct,ut,ft,ht,pt,dt=t._fullLayout._zoomlayer,gt=d+m===\"nsew\",mt=1===(d+m).length;function vt(){if(I=e.xaxis,P=e.yaxis,$=I._length,tt=P._length,K=I._offset,Q=P._offset,(U={})[I._id]=I,(X={})[P._id]=P,d&&m)for(var r=e.overlays,n=0;n<r.length;n++){var i=r[n].xaxis;U[i._id]=i;var a=r[n].yaxis;X[a._id]=a}Z=W(U),J=W(X),nt=O(Z,m),it=O(J,d),at=!it&&!nt,rt=G(t,t._fullLayout._axisMatchGroups,U,X);var o=(et=G(t,t._fullLayout._axisConstraintGroups,U,X,rt)).isSubplotConstrained||rt.isSubplotConstrained;ot=m||o,st=d||o;var s=t._fullLayout;lt=s._has(\"scattergl\"),ct=s._has(\"splom\"),ut=s._has(\"svg\")}vt();var yt=function(t,e,r){if(!t)return\"pointer\";if(\"nsew\"===t)return r?\"\":\"pan\"===e?\"move\":\"crosshair\";return t.toLowerCase()+\"-resize\"}(it+nt,t._fullLayout.dragmode,gt),xt=z(e,d+m+\"drag\",yt,r,a,l,u);if(at&&!gt)return xt.onmousedown=null,xt.style.pointerEvents=\"none\",xt;var bt,_t,wt,Tt,kt,Mt,At,St,Et,Ct,Lt={element:xt,gd:t,plotinfo:e};function It(){Lt.plotinfo.selection=!1,M(t)}function Pt(t,r){var i=Lt.gd;if(i._fullLayout._activeShapeIndex>=0)i._fullLayout._deactivateShape(i);else{var a=i._fullLayout.clickmode;if(V(i),2!==t||mt||qt(),gt)a.indexOf(\"select\")>-1&&A(r,i,Z,J,e.id,Lt),a.indexOf(\"event\")>-1&&h.click(i,r,e.id);else if(1===t&&mt){var s=d?P:I,l=\"s\"===d||\"w\"===m?0:1,u=s._name+\".range[\"+l+\"]\",f=function(t,e){var r,i=t.range[e],a=Math.abs(i-t.range[1-e]);return\"date\"===t.type?i:\"log\"===t.type?(r=Math.ceil(Math.max(0,-Math.log(a)/Math.LN10))+3,n.format(\".\"+r+\"g\")(Math.pow(10,i))):(r=Math.floor(Math.log(Math.abs(i))/Math.LN10)-Math.floor(Math.log(a)/Math.LN10)+4,n.format(\".\"+String(r)+\"g\")(i))}(s,l),p=\"left\",g=\"middle\";if(s.fixedrange)return;d?(g=\"n\"===d?\"top\":\"bottom\",\"right\"===s.side&&(p=\"right\")):\"e\"===m&&(p=\"right\"),i._context.showAxisRangeEntryBoxes&&n.select(xt).call(c.makeEditable,{gd:i,immediate:!0,background:i._fullLayout.paper_bgcolor,text:String(f),fill:s.tickfont?s.tickfont.color:\"#444\",horizontalAlign:p,verticalAlign:g}).on(\"edit\",(function(t){var e=s.d2r(t);void 0!==e&&o.call(\"_guiRelayout\",i,u,e)}))}}}function zt(e,r){if(t._transitioningWithDuration)return!1;var n=Math.max(0,Math.min($,ht*e+bt)),i=Math.max(0,Math.min(tt,pt*r+_t)),a=Math.abs(n-bt),o=Math.abs(i-_t);function s(){At=\"\",wt.r=wt.l,wt.t=wt.b,Et.attr(\"d\",\"M0,0Z\")}if(wt.l=Math.min(bt,n),wt.r=Math.max(bt,n),wt.t=Math.min(_t,i),wt.b=Math.max(_t,i),et.isSubplotConstrained)a>L||o>L?(At=\"xy\",a/$>o/tt?(o=a*tt/$,_t>i?wt.t=_t-o:wt.b=_t+o):(a=o*$/tt,bt>n?wt.l=bt-a:wt.r=bt+a),Et.attr(\"d\",H(wt))):s();else if(rt.isSubplotConstrained)if(a>L||o>L){At=\"xy\";var l=Math.min(wt.l/$,(tt-wt.b)/tt),c=Math.max(wt.r/$,(tt-wt.t)/tt);wt.l=l*$,wt.r=c*$,wt.b=(1-l)*tt,wt.t=(1-c)*tt,Et.attr(\"d\",H(wt))}else s();else!it||o<Math.min(Math.max(.6*a,C),L)?a<C||!nt?s():(wt.t=0,wt.b=tt,At=\"x\",Et.attr(\"d\",function(t,e){return\"M\"+(t.l-.5)+\",\"+(e-L-.5)+\"h-3v\"+(2*L+1)+\"h3ZM\"+(t.r+.5)+\",\"+(e-L-.5)+\"h3v\"+(2*L+1)+\"h-3Z\"}(wt,_t))):!nt||a<Math.min(.6*o,L)?(wt.l=0,wt.r=$,At=\"y\",Et.attr(\"d\",function(t,e){return\"M\"+(e-L-.5)+\",\"+(t.t-.5)+\"v-3h\"+(2*L+1)+\"v3ZM\"+(e-L-.5)+\",\"+(t.b+.5)+\"v3h\"+(2*L+1)+\"v-3Z\"}(wt,bt))):(At=\"xy\",Et.attr(\"d\",H(wt)));wt.w=wt.r-wt.l,wt.h=wt.b-wt.t,At&&(Ct=!0),t._dragged=Ct,j(St,Et,wt,kt,Mt,Tt),Ot(),t.emit(\"plotly_relayouting\",ft),Mt=!0}function Ot(){ft={},\"xy\"!==At&&\"x\"!==At||(D(Z,wt.l/$,wt.r/$,ft,et.xaxes),Ut(\"x\",ft)),\"xy\"!==At&&\"y\"!==At||(D(J,(tt-wt.b)/tt,(tt-wt.t)/tt,ft,et.yaxes),Ut(\"y\",ft))}function Dt(){Ot(),V(t),Ht(),q(t)}Lt.prepFn=function(e,r,n){var a=Lt.dragmode,o=t._fullLayout.dragmode;o!==a&&(Lt.dragmode=o),vt(),ht=t._fullLayout._invScaleX,pt=t._fullLayout._invScaleY,at||(gt?e.shiftKey?\"pan\"===o?o=\"zoom\":v(o)||(o=\"pan\"):e.ctrlKey&&(o=\"pan\"):o=\"pan\"),y(o)?Lt.minDrag=1:Lt.minDrag=void 0,v(o)?(Lt.xaxes=Z,Lt.yaxes=J,k(e,r,n,Lt,o)):(Lt.clickFn=Pt,v(a)&&It(),at||(\"zoom\"===o?(Lt.moveFn=zt,Lt.doneFn=Dt,Lt.minDrag=1,function(e,r,n){var a=xt.getBoundingClientRect();bt=r-a.left,_t=n-a.top,t._fullLayout._calcInverseTransform(t);var o=s.apply3DTransform(t._fullLayout._invTransform)(bt,_t);bt=o[0],_t=o[1],wt={l:bt,r:bt,w:0,t:_t,b:_t,h:0},Tt=t._hmpixcount?t._hmlumcount/t._hmpixcount:i(t._fullLayout.plot_bgcolor).getLuminance(),Mt=!1,At=\"xy\",Ct=!1,St=B(dt,Tt,K,Q,kt=\"M0,0H\"+$+\"V\"+tt+\"H0V0\"),Et=N(dt,K,Q)}(0,r,n)):\"pan\"===o&&(Lt.moveFn=jt,Lt.doneFn=Ht))),t._fullLayout._redrag=function(){var e=t._dragdata;if(e&&e.element===xt){var r=t._fullLayout.dragmode;v(r)||(vt(),Gt([0,0,$,tt]),Lt.moveFn(e.dx,e.dy))}}},g.init(Lt);var Rt=[0,0,$,tt],Ft=null,Bt=E.REDRAWDELAY,Nt=e.mainplot?t._fullLayout._plots[e.mainplot]:e;function jt(e,r){if(e*=ht,r*=pt,!t._transitioningWithDuration){if(t._fullLayout._replotting=!0,\"ew\"===nt||\"ns\"===it){var n=nt?-e:0,i=it?-r:0;if(rt.isSubplotConstrained){if(nt&&it){var a=(e/$-r/tt)/2;n=-(e=a*$),i=-(r=-a*tt)}it?n=-i*$/tt:i=-n*tt/$}return nt&&(R(Z,e),Ut(\"x\")),it&&(R(J,r),Ut(\"y\")),Gt([n,i,$,tt]),Vt(),void t.emit(\"plotly_relayouting\",ft)}var o,s,l=\"w\"===nt==(\"n\"===it)?1:-1;if(nt&&it&&(et.isSubplotConstrained||rt.isSubplotConstrained)){var c=(e/$+l*r/tt)/2;e=c*$,r=l*c*tt}if(\"w\"===nt?e=p(Z,0,e):\"e\"===nt?e=p(Z,1,-e):nt||(e=0),\"n\"===it?r=p(J,1,r):\"s\"===it?r=p(J,0,-r):it||(r=0),o=\"w\"===nt?e:0,s=\"n\"===it?r:0,et.isSubplotConstrained&&!rt.isSubplotConstrained||rt.isSubplotConstrained&&nt&&it&&l>0){var u;if(rt.isSubplotConstrained||!nt&&1===it.length){for(u=0;u<Z.length;u++)Z[u].range=Z[u]._r.slice(),S(Z[u],1-r/tt);o=(e=r*$/tt)/2}if(rt.isSubplotConstrained||!it&&1===nt.length){for(u=0;u<J.length;u++)J[u].range=J[u]._r.slice(),S(J[u],1-e/$);s=(r=e*tt/$)/2}}rt.isSubplotConstrained&&it||Ut(\"x\"),rt.isSubplotConstrained&&nt||Ut(\"y\");var f=$-e,h=tt-r;!rt.isSubplotConstrained||nt&&it||(nt?(s=o?0:e*tt/$,h=f*tt/$):(o=s?0:r*$/tt,f=h*$/tt)),Gt([o,s,f,h]),Vt(),t.emit(\"plotly_relayouting\",ft)}function p(t,e,r){for(var n,i,a=1-e,o=0;o<t.length;o++){var s=t[o];if(!s.fixedrange){n=s,i=s._rl[a]+(s._rl[e]-s._rl[a])/F(r/s._length);var l=s.l2r(i);!1!==l&&void 0!==l&&(s.range[e]=l)}}return n._length*(n._rl[e]-i)/(n._rl[e]-n._rl[a])}}function Ut(t,e){for(var r=rt.isSubplotConstrained?{x:J,y:Z}[t]:rt[t+\"axes\"],n=rt.isSubplotConstrained?{x:Z,y:J}[t]:[],i=0;i<r.length;i++){var a=r[i],o=a._id,s=rt.xLinks[o]||rt.yLinks[o],l=n[0]||U[s]||X[s];l&&(e?(e[a._name+\".range[0]\"]=e[l._name+\".range[0]\"],e[a._name+\".range[1]\"]=e[l._name+\".range[1]\"]):a.range=l.range.slice())}}function Vt(){var e,r=[];function n(t){for(e=0;e<t.length;e++)t[e].fixedrange||r.push(t[e]._id)}for(ot&&(n(Z),n(et.xaxes),n(rt.xaxes)),st&&(n(J),n(et.yaxes),n(rt.yaxes)),ft={},e=0;e<r.length;e++){var i=r[e],a=T(t,i);p.drawOne(t,a,{skipTitle:!0}),ft[a._name+\".range[0]\"]=a.range[0],ft[a._name+\".range[1]\"]=a.range[1]}p.redrawComponents(t,r)}function qt(){if(!t._transitioningWithDuration){var e=t._context.doubleClick,r=[];nt&&(r=r.concat(Z)),it&&(r=r.concat(J)),rt.xaxes&&(r=r.concat(rt.xaxes)),rt.yaxes&&(r=r.concat(rt.yaxes));var n,i,a,s={};if(\"reset+autosize\"===e)for(e=\"autosize\",i=0;i<r.length;i++)if((n=r[i])._rangeInitial&&(n.range[0]!==n._rangeInitial[0]||n.range[1]!==n._rangeInitial[1])||!n._rangeInitial&&!n.autorange){e=\"reset\";break}if(\"autosize\"===e)for(i=0;i<r.length;i++)(n=r[i]).fixedrange||(s[n._name+\".autorange\"]=!0);else if(\"reset\"===e)for((nt||et.isSubplotConstrained)&&(r=r.concat(et.xaxes)),it&&!et.isSubplotConstrained&&(r=r.concat(et.yaxes)),et.isSubplotConstrained&&(nt?it||(r=r.concat(J)):r=r.concat(Z)),i=0;i<r.length;i++)(n=r[i]).fixedrange||(n._rangeInitial?(a=n._rangeInitial,s[n._name+\".range[0]\"]=a[0],s[n._name+\".range[1]\"]=a[1]):s[n._name+\".autorange\"]=!0);t.emit(\"plotly_doubleclick\",null),o.call(\"_guiRelayout\",t,s)}}function Ht(){Gt([0,0,$,tt]),s.syncOrAsync([w.previousPromises,function(){t._fullLayout._replotting=!1,o.call(\"_guiRelayout\",t,ft)}],t)}function Gt(e){var r,n,i,a,l=t._fullLayout,c=l._plots,u=l._subplots.cartesian;if(ct&&o.subplotsRegistry.splom.drag(t),lt)for(r=0;r<u.length;r++)if(i=(n=c[u[r]]).xaxis,a=n.yaxis,n._scene){var h=s.simpleMap(i.range,i.r2l),p=s.simpleMap(a.range,a.r2l);n._scene.update({range:[h[0],p[0],h[1],p[1]]})}if((ct||lt)&&(b(t),_(t)),ut){var g=e[2]/I._length,v=e[3]/P._length;for(r=0;r<u.length;r++){i=(n=c[u[r]]).xaxis,a=n.yaxis;var y,x,w,T,k=(ot||rt.isSubplotConstrained)&&!i.fixedrange&&U[i._id],M=(st||rt.isSubplotConstrained)&&!a.fixedrange&&X[a._id];if(k?(y=g,w=m||rt.isSubplotConstrained?e[0]:Xt(i,y)):rt.xaHash[i._id]?(y=g,w=e[0]*i._length/I._length):rt.yaHash[i._id]?(y=v,w=\"ns\"===it?-e[1]*i._length/P._length:Xt(i,y,{n:\"top\",s:\"bottom\"}[it])):w=Wt(i,y=Yt(i,g,v)),M?(x=v,T=d||rt.isSubplotConstrained?e[1]:Xt(a,x)):rt.yaHash[a._id]?(x=v,T=e[1]*a._length/P._length):rt.xaHash[a._id]?(x=g,T=\"ew\"===nt?-e[0]*a._length/I._length:Xt(a,x,{e:\"right\",w:\"left\"}[nt])):T=Wt(a,x=Yt(a,g,v)),y||x){y||(y=1),x||(x=1);var A=i._offset-w/y,S=a._offset-T/x;n.clipRect.call(f.setTranslate,w,T).call(f.setScale,y,x),n.plot.call(f.setTranslate,A,S).call(f.setScale,1/y,1/x),y===n.xScaleFactor&&x===n.yScaleFactor||(f.setPointGroupScale(n.zoomScalePts,y,x),f.setTextPointsScale(n.zoomScaleTxt,y,x)),f.hideOutsideRangePoints(n.clipOnAxisFalseTraces,n),n.xScaleFactor=y,n.yScaleFactor=x}}}}function Yt(t,e,r){return t.fixedrange?0:ot&&et.xaHash[t._id]?e:st&&(et.isSubplotConstrained?et.xaHash:et.yaHash)[t._id]?r:0}function Wt(t,e){return e?(t.range=t._r.slice(),S(t,e),Xt(t,e)):0}function Xt(t,e,r){return t._length*(1-e)*x[r||t.constraintoward||\"middle\"]}return d.length*m.length!=1&&Y(xt,(function(e){if(t._context._scrollZoom.cartesian||t._fullLayout._enablescrollzoom){if(It(),t._transitioningWithDuration)return e.preventDefault(),void e.stopPropagation();vt(),clearTimeout(Ft);var r=-e.deltaY;if(isFinite(r)||(r=e.wheelDelta/10),isFinite(r)){var n,i=Math.exp(-Math.min(Math.max(r,-20),20)/200),a=Nt.draglayer.select(\".nsewdrag\").node().getBoundingClientRect(),o=(e.clientX-a.left)/a.width,l=(a.bottom-e.clientY)/a.height;if(ot){for(m||(o=.5),n=0;n<Z.length;n++)c(Z[n],o,i);Ut(\"x\"),Rt[2]*=i,Rt[0]+=Rt[2]*o*(1/i-1)}if(st){for(d||(l=.5),n=0;n<J.length;n++)c(J[n],l,i);Ut(\"y\"),Rt[3]*=i,Rt[1]+=Rt[3]*(1-l)*(1/i-1)}Gt(Rt),Vt(),t.emit(\"plotly_relayouting\",ft),Ft=setTimeout((function(){Rt=[0,0,$,tt],Ht()}),Bt),e.preventDefault()}else s.log(\"Did not find wheel motion attributes: \",e)}function c(t,e,r){if(!t.fixedrange){var n=s.simpleMap(t.range,t.r2l),i=n[0]+(n[1]-n[0])*e;t.range=n.map((function(e){return t.l2r(i+(e-i)*r)}))}}})),xt},makeDragger:P,makeRectDragger:z,makeZoombox:B,makeCorners:N,updateZoombox:j,xyCorners:H,transitionZoombox:U,removeZoombox:V,showDoubleClickNotifier:q,attachWheelEventHandler:Y}},{\"../../components/color\":643,\"../../components/dragelement\":662,\"../../components/dragelement/helpers\":661,\"../../components/drawing\":665,\"../../components/fx\":683,\"../../constants/alignment\":745,\"../../lib\":778,\"../../lib/clear_gl_canvases\":762,\"../../lib/setcursor\":799,\"../../lib/svg_text_utils\":803,\"../../plot_api/subroutines\":818,\"../../registry\":911,\"../plots\":891,\"./axes\":828,\"./axis_ids\":831,\"./constants\":834,\"./scale_zoom\":846,\"./select\":847,d3:169,\"has-passive-events\":441,tinycolor2:576}],837:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/fx\"),a=t(\"../../components/dragelement\"),o=t(\"../../lib/setcursor\"),s=t(\"./dragbox\").makeDragBox,l=t(\"./constants\").DRAGGERSIZE;r.initInteractions=function(t){var e=t._fullLayout;if(t._context.staticPlot)n.select(t).selectAll(\".drag\").remove();else if(e._has(\"cartesian\")||e._has(\"splom\")){Object.keys(e._plots||{}).sort((function(t,r){if((e._plots[t].mainplot&&!0)===(e._plots[r].mainplot&&!0)){var n=t.split(\"y\"),i=r.split(\"y\");return n[0]===i[0]?Number(n[1]||1)-Number(i[1]||1):Number(n[0]||1)-Number(i[0]||1)}return e._plots[t].mainplot?1:-1})).forEach((function(r){var n=e._plots[r],o=n.xaxis,c=n.yaxis;if(!n.mainplot){var u=s(t,n,o._offset,c._offset,o._length,c._length,\"ns\",\"ew\");u.onmousemove=function(e){t._fullLayout._rehover=function(){t._fullLayout._hoversubplot===r&&t._fullLayout._plots[r]&&i.hover(t,e,r)},i.hover(t,e,r),t._fullLayout._lasthover=u,t._fullLayout._hoversubplot=r},u.onmouseout=function(e){t._dragging||(t._fullLayout._hoversubplot=null,a.unhover(t,e))},t._context.showAxisDragHandles&&(s(t,n,o._offset-l,c._offset-l,l,l,\"n\",\"w\"),s(t,n,o._offset+o._length,c._offset-l,l,l,\"n\",\"e\"),s(t,n,o._offset-l,c._offset+c._length,l,l,\"s\",\"w\"),s(t,n,o._offset+o._length,c._offset+c._length,l,l,\"s\",\"e\"))}if(t._context.showAxisDragHandles){if(r===o._mainSubplot){var f=o._mainLinePosition;\"top\"===o.side&&(f-=l),s(t,n,o._offset+.1*o._length,f,.8*o._length,l,\"\",\"ew\"),s(t,n,o._offset,f,.1*o._length,l,\"\",\"w\"),s(t,n,o._offset+.9*o._length,f,.1*o._length,l,\"\",\"e\")}if(r===c._mainSubplot){var h=c._mainLinePosition;\"right\"!==c.side&&(h-=l),s(t,n,h,c._offset+.1*c._length,l,.8*c._length,\"ns\",\"\"),s(t,n,h,c._offset+.9*c._length,l,.1*c._length,\"s\",\"\"),s(t,n,h,c._offset,l,.1*c._length,\"n\",\"\")}}}));var o=e._hoverlayer.node();o.onmousemove=function(r){r.target=t._fullLayout._lasthover,i.hover(t,r,e._hoversubplot)},o.onclick=function(e){e.target=t._fullLayout._lasthover,i.click(t,e)},o.onmousedown=function(e){t._fullLayout._lasthover.onmousedown(e)},r.updateFx(t)}},r.updateFx=function(t){var e=t._fullLayout,r=\"pan\"===e.dragmode?\"move\":\"crosshair\";o(e._draggers,r)}},{\"../../components/dragelement\":662,\"../../components/fx\":683,\"../../lib/setcursor\":799,\"./constants\":834,\"./dragbox\":836,d3:169}],838:[function(t,e,r){\"use strict\";e.exports={clearOutlineControllers:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".outline-controllers\").remove()},clearSelect:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".select-outline\").remove(),t._fullLayout._drawing=!1}}},{}],839:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").strTranslate;function i(t,e){switch(t.type){case\"log\":return t.p2d(e);case\"date\":return t.p2r(e,0,t.calendar);default:return t.p2r(e)}}e.exports={p2r:i,r2p:function(t,e){switch(t.type){case\"log\":return t.d2p(e);case\"date\":return t.r2p(e,0,t.calendar);default:return t.r2p(e)}},axValue:function(t){var e=\"y\"===t._id.charAt(0)?1:0;return function(r){return i(t,r[e])}},getTransform:function(t){return n(t.xaxis._offset,t.yaxis._offset)}}},{\"../../lib\":778}],840:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"./axis_ids\");e.exports=function(t){return function(e,r){var o=e[t];if(Array.isArray(o))for(var s=n.subplotsRegistry.cartesian,l=s.idRegex,c=r._subplots,u=c.xaxis,f=c.yaxis,h=c.cartesian,p=r._has(\"cartesian\")||r._has(\"gl2d\"),d=0;d<o.length;d++){var g=o[d];if(i.isPlainObject(g)){var m=a.cleanId(g.xref,\"x\",!1),v=a.cleanId(g.yref,\"y\",!1),y=l.x.test(m),x=l.y.test(v);if(y||x){p||i.pushUnique(r._basePlotModules,s);var b=!1;y&&-1===u.indexOf(m)&&(u.push(m),b=!0),x&&-1===f.indexOf(v)&&(f.push(v),b=!0),b&&y&&x&&h.push(m+v)}}}}}},{\"../../lib\":778,\"../../registry\":911,\"./axis_ids\":831}],841:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../registry\"),a=t(\"../../lib\"),o=t(\"../plots\"),s=t(\"../../components/drawing\"),l=t(\"../get_data\").getModuleCalcData,c=t(\"./axis_ids\"),u=t(\"./constants\"),f=t(\"../../constants/xmlns_namespaces\"),h=a.ensureSingle;function p(t,e,r){return a.ensureSingle(t,e,r,(function(t){t.datum(r)}))}function d(t,e,r,a,o){for(var c,f,h,p=u.traceLayerClasses,d=t._fullLayout,g=d._modules,m=[],v=[],y=0;y<g.length;y++){var x=(c=g[y]).name,b=i.modules[x].categories;if(b.svg){var _=c.layerName||x+\"layer\",w=c.plot;h=(f=l(r,w))[0],r=f[1],h.length&&m.push({i:p.indexOf(_),className:_,plotMethod:w,cdModule:h}),b.zoomScale&&v.push(\".\"+_)}}m.sort((function(t,e){return t.i-e.i}));var T=e.plot.selectAll(\"g.mlayer\").data(m,(function(t){return t.className}));if(T.enter().append(\"g\").attr(\"class\",(function(t){return t.className})).classed(\"mlayer\",!0).classed(\"rangeplot\",e.isRangePlot),T.exit().remove(),T.order(),T.each((function(r){var i=n.select(this),l=r.className;r.plotMethod(t,e,r.cdModule,i,a,o),-1===u.clipOnAxisFalseQuery.indexOf(\".\"+l)&&s.setClipUrl(i,e.layerClipId,t)})),d._has(\"scattergl\")&&(c=i.getModule(\"scattergl\"),h=l(r,c)[0],c.plot(t,e,h)),!t._context.staticPlot&&(e._hasClipOnAxisFalse&&(e.clipOnAxisFalseTraces=e.plot.selectAll(u.clipOnAxisFalseQuery.join(\",\")).selectAll(\".trace\")),v.length)){var k=e.plot.selectAll(v.join(\",\")).selectAll(\".trace\");e.zoomScalePts=k.selectAll(\"path.point\"),e.zoomScaleTxt=k.selectAll(\".textpoint\")}}function g(t,e){var r=e.plotgroup,n=e.id,i=u.layerValue2layerClass[e.xaxis.layer],a=u.layerValue2layerClass[e.yaxis.layer],o=t._fullLayout._hasOnlyLargeSploms;if(e.mainplot){var s=e.mainplotinfo,l=s.plotgroup,f=n+\"-x\",d=n+\"-y\";e.gridlayer=s.gridlayer,e.zerolinelayer=s.zerolinelayer,h(s.overlinesBelow,\"path\",f),h(s.overlinesBelow,\"path\",d),h(s.overaxesBelow,\"g\",f),h(s.overaxesBelow,\"g\",d),e.plot=h(s.overplot,\"g\",n),h(s.overlinesAbove,\"path\",f),h(s.overlinesAbove,\"path\",d),h(s.overaxesAbove,\"g\",f),h(s.overaxesAbove,\"g\",d),e.xlines=l.select(\".overlines-\"+i).select(\".\"+f),e.ylines=l.select(\".overlines-\"+a).select(\".\"+d),e.xaxislayer=l.select(\".overaxes-\"+i).select(\".\"+f),e.yaxislayer=l.select(\".overaxes-\"+a).select(\".\"+d)}else if(o)e.xlines=h(r,\"path\",\"xlines-above\"),e.ylines=h(r,\"path\",\"ylines-above\"),e.xaxislayer=h(r,\"g\",\"xaxislayer-above\"),e.yaxislayer=h(r,\"g\",\"yaxislayer-above\");else{var g=h(r,\"g\",\"layer-subplot\");e.shapelayer=h(g,\"g\",\"shapelayer\"),e.imagelayer=h(g,\"g\",\"imagelayer\"),e.gridlayer=h(r,\"g\",\"gridlayer\"),e.zerolinelayer=h(r,\"g\",\"zerolinelayer\"),h(r,\"path\",\"xlines-below\"),h(r,\"path\",\"ylines-below\"),e.overlinesBelow=h(r,\"g\",\"overlines-below\"),h(r,\"g\",\"xaxislayer-below\"),h(r,\"g\",\"yaxislayer-below\"),e.overaxesBelow=h(r,\"g\",\"overaxes-below\"),e.plot=h(r,\"g\",\"plot\"),e.overplot=h(r,\"g\",\"overplot\"),e.xlines=h(r,\"path\",\"xlines-above\"),e.ylines=h(r,\"path\",\"ylines-above\"),e.overlinesAbove=h(r,\"g\",\"overlines-above\"),h(r,\"g\",\"xaxislayer-above\"),h(r,\"g\",\"yaxislayer-above\"),e.overaxesAbove=h(r,\"g\",\"overaxes-above\"),e.xlines=r.select(\".xlines-\"+i),e.ylines=r.select(\".ylines-\"+a),e.xaxislayer=r.select(\".xaxislayer-\"+i),e.yaxislayer=r.select(\".yaxislayer-\"+a)}o||(p(e.gridlayer,\"g\",e.xaxis._id),p(e.gridlayer,\"g\",e.yaxis._id),e.gridlayer.selectAll(\"g\").map((function(t){return t[0]})).sort(c.idSort)),e.xlines.style(\"fill\",\"none\").classed(\"crisp\",!0),e.ylines.style(\"fill\",\"none\").classed(\"crisp\",!0)}function m(t,e){if(t){var r={};for(var i in t.each((function(t){var i=t[0];n.select(this).remove(),v(i,e),r[i]=!0})),e._plots)for(var a=e._plots[i].overlays||[],o=0;o<a.length;o++){var s=a[o];r[s.id]&&s.plot.selectAll(\".trace\").remove()}}}function v(t,e){e._draggers.selectAll(\"g.\"+t).remove(),e._defs.select(\"#clip\"+e._uid+t+\"plot\").remove()}r.name=\"cartesian\",r.attr=[\"xaxis\",\"yaxis\"],r.idRoot=[\"x\",\"y\"],r.idRegex=u.idRegex,r.attrRegex=u.attrRegex,r.attributes=t(\"./attributes\"),r.layoutAttributes=t(\"./layout_attributes\"),r.supplyLayoutDefaults=t(\"./layout_defaults\"),r.transitionAxes=t(\"./transition_axes\"),r.finalizeSubplots=function(t,e){var r,n,i,o=e._subplots,s=o.xaxis,l=o.yaxis,f=o.cartesian,h=f.concat(o.gl2d||[]),p={},d={};for(r=0;r<h.length;r++){var g=h[r].split(\"y\");p[g[0]]=1,d[\"y\"+g[1]]=1}for(r=0;r<s.length;r++)p[n=s[r]]||(i=(t[c.id2name(n)]||{}).anchor,u.idRegex.y.test(i)||(i=\"y\"),f.push(n+i),h.push(n+i),d[i]||(d[i]=1,a.pushUnique(l,i)));for(r=0;r<l.length;r++)d[i=l[r]]||(n=(t[c.id2name(i)]||{}).anchor,u.idRegex.x.test(n)||(n=\"x\"),f.push(n+i),h.push(n+i),p[n]||(p[n]=1,a.pushUnique(s,n)));if(!h.length){for(var m in n=\"\",i=\"\",t){if(u.attrRegex.test(m))\"x\"===m.charAt(0)?(!n||+m.substr(5)<+n.substr(5))&&(n=m):(!i||+m.substr(5)<+i.substr(5))&&(i=m)}n=n?c.name2id(n):\"x\",i=i?c.name2id(i):\"y\",s.push(n),l.push(i),f.push(n+i)}},r.plot=function(t,e,r,n){var i,a=t._fullLayout,o=a._subplots.cartesian,s=t.calcdata;if(!Array.isArray(e))for(e=[],i=0;i<s.length;i++)e.push(i);for(i=0;i<o.length;i++){for(var l,c=o[i],u=a._plots[c],f=[],h=0;h<s.length;h++){var p=s[h],g=p[0].trace;g.xaxis+g.yaxis===c&&((-1!==e.indexOf(g.index)||g.carpet)&&(l&&l[0].trace.xaxis+l[0].trace.yaxis===c&&-1!==[\"tonextx\",\"tonexty\",\"tonext\"].indexOf(g.fill)&&-1===f.indexOf(l)&&f.push(l),f.push(p)),l=p)}d(t,u,f,r,n)}},r.clean=function(t,e,r,n){var i,a,o,s=n._plots||{},l=e._plots||{},u=n._subplots||{};if(n._hasOnlyLargeSploms&&!e._hasOnlyLargeSploms)for(o in s)(i=s[o]).plotgroup&&i.plotgroup.remove();var f=n._has&&n._has(\"gl\"),h=e._has&&e._has(\"gl\");if(f&&!h)for(o in s)(i=s[o])._scene&&i._scene.destroy();if(u.xaxis&&u.yaxis){var p=c.listIds({_fullLayout:n});for(a=0;a<p.length;a++){var d=p[a];e[c.id2name(d)]||n._infolayer.selectAll(\".g-\"+d+\"title\").remove()}}var g=n._has&&n._has(\"cartesian\"),y=e._has&&e._has(\"cartesian\");if(g&&!y)m(n._cartesianlayer.selectAll(\".subplot\"),n),n._defs.selectAll(\".axesclip\").remove(),delete n._axisConstraintGroups,delete n._axisMatchGroups;else if(u.cartesian)for(a=0;a<u.cartesian.length;a++){var x=u.cartesian[a];if(!l[x]){var b=\".\"+x+\",.\"+x+\"-x,.\"+x+\"-y\";n._cartesianlayer.selectAll(b).remove(),v(x,n)}}},r.drawFramework=function(t){var e=t._fullLayout,r=function(t){var e,r,n,i,a,o,s=t._fullLayout,l=s._subplots.cartesian,c=l.length,u=[],f=[];for(e=0;e<c;e++){n=l[e],i=s._plots[n],a=i.xaxis,o=i.yaxis;var h=a._mainAxis,p=o._mainAxis,d=h._id+p._id,g=s._plots[d];i.overlays=[],d!==n&&g?(i.mainplot=d,i.mainplotinfo=g,f.push(n)):(i.mainplot=void 0,i.mainplotinfo=void 0,u.push(n))}for(e=0;e<f.length;e++)n=f[e],(i=s._plots[n]).mainplotinfo.overlays.push(i);var m=u.concat(f),v=new Array(c);for(e=0;e<c;e++){n=m[e],i=s._plots[n],a=i.xaxis,o=i.yaxis;var y=[n,a.layer,o.layer,a.overlaying||\"\",o.overlaying||\"\"];for(r=0;r<i.overlays.length;r++)y.push(i.overlays[r].id);v[e]=y}return v}(t),i=e._cartesianlayer.selectAll(\".subplot\").data(r,String);i.enter().append(\"g\").attr(\"class\",(function(t){return\"subplot \"+t[0]})),i.order(),i.exit().call(m,e),i.each((function(r){var i=r[0],a=e._plots[i];a.plotgroup=n.select(this),g(t,a),a.draglayer=h(e._draggers,\"g\",i)}))},r.rangePlot=function(t,e,r){g(t,e),d(t,e,r),o.style(t)},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(\".svg-container\");r.filter((function(t,e){return e===r.size()-1})).selectAll(\".gl-canvas-context, .gl-canvas-focus\").each((function(){var t=this.toDataURL(\"image/png\");e.append(\"svg:image\").attr({xmlns:f.svg,\"xlink:href\":t,preserveAspectRatio:\"none\",x:0,y:0,width:this.width,height:this.height})}))},r.updateFx=t(\"./graph_interact\").updateFx},{\"../../components/drawing\":665,\"../../constants/xmlns_namespaces\":754,\"../../lib\":778,\"../../registry\":911,\"../get_data\":865,\"../plots\":891,\"./attributes\":826,\"./axis_ids\":831,\"./constants\":834,\"./graph_interact\":837,\"./layout_attributes\":842,\"./layout_defaults\":843,\"./transition_axes\":852,d3:169}],842:[function(t,e,r){\"use strict\";var n=t(\"../font_attributes\"),i=t(\"../../components/color/attributes\"),a=t(\"../../components/drawing/attributes\").dash,o=t(\"../../lib/extend\").extendFlat,s=t(\"../../plot_api/plot_template\").templatedArray,l=(t(\"../../constants/docs\").FORMAT_LINK,t(\"../../constants/docs\").DATE_FORMAT_LINK,t(\"../../constants/numerical\").ONEDAY),c=t(\"./constants\"),u=c.HOUR_PATTERN,f=c.WEEKDAY_PATTERN;e.exports={visible:{valType:\"boolean\",editType:\"plot\"},color:{valType:\"color\",dflt:i.defaultLine,editType:\"ticks\"},title:{text:{valType:\"string\",editType:\"ticks\"},font:n({editType:\"ticks\"}),standoff:{valType:\"number\",min:0,editType:\"ticks\"},editType:\"ticks\"},type:{valType:\"enumerated\",values:[\"-\",\"linear\",\"log\",\"date\",\"category\",\"multicategory\"],dflt:\"-\",editType:\"calc\",_noTemplating:!0},autotypenumbers:{valType:\"enumerated\",values:[\"convert types\",\"strict\"],dflt:\"convert types\",editType:\"calc\"},autorange:{valType:\"enumerated\",values:[!0,!1,\"reversed\"],dflt:!0,editType:\"axrange\",impliedEdits:{\"range[0]\":void 0,\"range[1]\":void 0}},rangemode:{valType:\"enumerated\",values:[\"normal\",\"tozero\",\"nonnegative\"],dflt:\"normal\",editType:\"plot\"},range:{valType:\"info_array\",items:[{valType:\"any\",editType:\"axrange\",impliedEdits:{\"^autorange\":!1},anim:!0},{valType:\"any\",editType:\"axrange\",impliedEdits:{\"^autorange\":!1},anim:!0}],editType:\"axrange\",impliedEdits:{autorange:!1},anim:!0},fixedrange:{valType:\"boolean\",dflt:!1,editType:\"calc\"},scaleanchor:{valType:\"enumerated\",values:[c.idRegex.x.toString(),c.idRegex.y.toString()],editType:\"plot\"},scaleratio:{valType:\"number\",min:0,dflt:1,editType:\"plot\"},constrain:{valType:\"enumerated\",values:[\"range\",\"domain\"],editType:\"plot\"},constraintoward:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\",\"top\",\"middle\",\"bottom\"],editType:\"plot\"},matches:{valType:\"enumerated\",values:[c.idRegex.x.toString(),c.idRegex.y.toString()],editType:\"calc\"},rangebreaks:s(\"rangebreak\",{enabled:{valType:\"boolean\",dflt:!0,editType:\"calc\"},bounds:{valType:\"info_array\",items:[{valType:\"any\",editType:\"calc\"},{valType:\"any\",editType:\"calc\"}],editType:\"calc\"},pattern:{valType:\"enumerated\",values:[f,u,\"\"],editType:\"calc\"},values:{valType:\"info_array\",freeLength:!0,editType:\"calc\",items:{valType:\"any\",editType:\"calc\"}},dvalue:{valType:\"number\",editType:\"calc\",min:0,dflt:l},editType:\"calc\"}),tickmode:{valType:\"enumerated\",values:[\"auto\",\"linear\",\"array\"],editType:\"ticks\",impliedEdits:{tick0:void 0,dtick:void 0}},nticks:{valType:\"integer\",min:0,dflt:0,editType:\"ticks\"},tick0:{valType:\"any\",editType:\"ticks\",impliedEdits:{tickmode:\"linear\"}},dtick:{valType:\"any\",editType:\"ticks\",impliedEdits:{tickmode:\"linear\"}},tickvals:{valType:\"data_array\",editType:\"ticks\"},ticktext:{valType:\"data_array\",editType:\"ticks\"},ticks:{valType:\"enumerated\",values:[\"outside\",\"inside\",\"\"],editType:\"ticks\"},tickson:{valType:\"enumerated\",values:[\"labels\",\"boundaries\"],dflt:\"labels\",editType:\"ticks\"},ticklabelmode:{valType:\"enumerated\",values:[\"instant\",\"period\"],dflt:\"instant\",editType:\"ticks\"},ticklabelposition:{valType:\"enumerated\",values:[\"outside\",\"inside\",\"outside top\",\"inside top\",\"outside left\",\"inside left\",\"outside right\",\"inside right\",\"outside bottom\",\"inside bottom\"],dflt:\"outside\",editType:\"calc\"},mirror:{valType:\"enumerated\",values:[!0,\"ticks\",!1,\"all\",\"allticks\"],dflt:!1,editType:\"ticks+layoutstyle\"},ticklen:{valType:\"number\",min:0,dflt:5,editType:\"ticks\"},tickwidth:{valType:\"number\",min:0,dflt:1,editType:\"ticks\"},tickcolor:{valType:\"color\",dflt:i.defaultLine,editType:\"ticks\"},showticklabels:{valType:\"boolean\",dflt:!0,editType:\"ticks\"},automargin:{valType:\"boolean\",dflt:!1,editType:\"ticks\"},showspikes:{valType:\"boolean\",dflt:!1,editType:\"modebar\"},spikecolor:{valType:\"color\",dflt:null,editType:\"none\"},spikethickness:{valType:\"number\",dflt:3,editType:\"none\"},spikedash:o({},a,{dflt:\"dash\",editType:\"none\"}),spikemode:{valType:\"flaglist\",flags:[\"toaxis\",\"across\",\"marker\"],dflt:\"toaxis\",editType:\"none\"},spikesnap:{valType:\"enumerated\",values:[\"data\",\"cursor\",\"hovered data\"],dflt:\"data\",editType:\"none\"},tickfont:n({editType:\"ticks\"}),tickangle:{valType:\"angle\",dflt:\"auto\",editType:\"ticks\"},tickprefix:{valType:\"string\",dflt:\"\",editType:\"ticks\"},showtickprefix:{valType:\"enumerated\",values:[\"all\",\"first\",\"last\",\"none\"],dflt:\"all\",editType:\"ticks\"},ticksuffix:{valType:\"string\",dflt:\"\",editType:\"ticks\"},showticksuffix:{valType:\"enumerated\",values:[\"all\",\"first\",\"last\",\"none\"],dflt:\"all\",editType:\"ticks\"},showexponent:{valType:\"enumerated\",values:[\"all\",\"first\",\"last\",\"none\"],dflt:\"all\",editType:\"ticks\"},exponentformat:{valType:\"enumerated\",values:[\"none\",\"e\",\"E\",\"power\",\"SI\",\"B\"],dflt:\"B\",editType:\"ticks\"},minexponent:{valType:\"number\",dflt:3,min:0,editType:\"ticks\"},separatethousands:{valType:\"boolean\",dflt:!1,editType:\"ticks\"},tickformat:{valType:\"string\",dflt:\"\",editType:\"ticks\"},tickformatstops:s(\"tickformatstop\",{enabled:{valType:\"boolean\",dflt:!0,editType:\"ticks\"},dtickrange:{valType:\"info_array\",items:[{valType:\"any\",editType:\"ticks\"},{valType:\"any\",editType:\"ticks\"}],editType:\"ticks\"},value:{valType:\"string\",dflt:\"\",editType:\"ticks\"},editType:\"ticks\"}),hoverformat:{valType:\"string\",dflt:\"\",editType:\"none\"},showline:{valType:\"boolean\",dflt:!1,editType:\"ticks+layoutstyle\"},linecolor:{valType:\"color\",dflt:i.defaultLine,editType:\"layoutstyle\"},linewidth:{valType:\"number\",min:0,dflt:1,editType:\"ticks+layoutstyle\"},showgrid:{valType:\"boolean\",editType:\"ticks\"},gridcolor:{valType:\"color\",dflt:i.lightLine,editType:\"ticks\"},gridwidth:{valType:\"number\",min:0,dflt:1,editType:\"ticks\"},zeroline:{valType:\"boolean\",editType:\"ticks\"},zerolinecolor:{valType:\"color\",dflt:i.defaultLine,editType:\"ticks\"},zerolinewidth:{valType:\"number\",dflt:1,editType:\"ticks\"},showdividers:{valType:\"boolean\",dflt:!0,editType:\"ticks\"},dividercolor:{valType:\"color\",dflt:i.defaultLine,editType:\"ticks\"},dividerwidth:{valType:\"number\",dflt:1,editType:\"ticks\"},anchor:{valType:\"enumerated\",values:[\"free\",c.idRegex.x.toString(),c.idRegex.y.toString()],editType:\"plot\"},side:{valType:\"enumerated\",values:[\"top\",\"bottom\",\"left\",\"right\"],editType:\"plot\"},overlaying:{valType:\"enumerated\",values:[\"free\",c.idRegex.x.toString(),c.idRegex.y.toString()],editType:\"plot\"},layer:{valType:\"enumerated\",values:[\"above traces\",\"below traces\"],dflt:\"above traces\",editType:\"plot\"},domain:{valType:\"info_array\",items:[{valType:\"number\",min:0,max:1,editType:\"plot\"},{valType:\"number\",min:0,max:1,editType:\"plot\"}],dflt:[0,1],editType:\"plot\"},position:{valType:\"number\",min:0,max:1,dflt:0,editType:\"plot\"},categoryorder:{valType:\"enumerated\",values:[\"trace\",\"category ascending\",\"category descending\",\"array\",\"total ascending\",\"total descending\",\"min ascending\",\"min descending\",\"max ascending\",\"max descending\",\"sum ascending\",\"sum descending\",\"mean ascending\",\"mean descending\",\"median ascending\",\"median descending\"],dflt:\"trace\",editType:\"calc\"},categoryarray:{valType:\"data_array\",editType:\"calc\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"calc\",_deprecated:{autotick:{valType:\"boolean\",editType:\"ticks\"},title:{valType:\"string\",editType:\"ticks\"},titlefont:n({editType:\"ticks\"})}}},{\"../../components/color/attributes\":642,\"../../components/drawing/attributes\":664,\"../../constants/docs\":748,\"../../constants/numerical\":753,\"../../lib/extend\":768,\"../../plot_api/plot_template\":817,\"../font_attributes\":856,\"./constants\":834}],843:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\"),a=t(\"../../components/fx/helpers\").isUnifiedHover,o=t(\"../../components/fx/hovermode_defaults\"),s=t(\"../../plot_api/plot_template\"),l=t(\"../layout_attributes\"),c=t(\"./layout_attributes\"),u=t(\"./type_defaults\"),f=t(\"./axis_defaults\"),h=t(\"./constraints\"),p=t(\"./position_defaults\"),d=t(\"./axis_ids\"),g=d.id2name,m=d.name2id,v=t(\"./constants\").AX_ID_PATTERN,y=t(\"../../registry\"),x=y.traceIs,b=y.getComponentMethod;function _(t,e,r){Array.isArray(t[e])?t[e].push(r):t[e]=[r]}e.exports=function(t,e,r){var y,w,T=e.autotypenumbers,k={},M={},A={},S={},E={},C={},L={},I={},P={},z={};for(y=0;y<r.length;y++){var O=r[y];if(x(O,\"cartesian\")||x(O,\"gl2d\")){var D,R;if(O.xaxis)D=g(O.xaxis),_(k,D,O);else if(O.xaxes)for(w=0;w<O.xaxes.length;w++)_(k,g(O.xaxes[w]),O);if(O.yaxis)R=g(O.yaxis),_(k,R,O);else if(O.yaxes)for(w=0;w<O.yaxes.length;w++)_(k,g(O.yaxes[w]),O);if(\"funnel\"===O.type?\"h\"===O.orientation?(D&&(M[D]=!0),R&&(L[R]=!0)):R&&(A[R]=!0):\"image\"===O.type?(R&&(I[R]=!0),D&&(I[D]=!0)):(R&&(E[R]=!0,C[R]=!0),x(O,\"carpet\")&&(\"carpet\"!==O.type||O._cheater)||D&&(S[D]=!0)),\"carpet\"===O.type&&O._cheater&&D&&(M[D]=!0),x(O,\"2dMap\")&&(P[D]=!0,P[R]=!0),x(O,\"oriented\"))z[\"h\"===O.orientation?R:D]=!0}}var F=e._subplots,B=F.xaxis,N=F.yaxis,j=n.simpleMap(B,g),U=n.simpleMap(N,g),V=j.concat(U),q=i.background;B.length&&N.length&&(q=n.coerce(t,e,l,\"plot_bgcolor\"));var H,G,Y,W,X,Z=i.combine(q,e.paper_bgcolor);function J(){var t=k[H]||[];X._traceIndices=t.map((function(t){return t._expandedIndex})),X._annIndices=[],X._shapeIndices=[],X._imgIndices=[],X._subplotsWith=[],X._counterAxes=[],X._name=X._attr=H,X._id=G}function K(t,e){return n.coerce(W,X,c,t,e)}function Q(t,e){return n.coerce2(W,X,c,t,e)}function $(t){return\"x\"===t?N:B}function tt(e,r){for(var n=\"x\"===e?j:U,i=[],a=0;a<n.length;a++){var o=n[a];o===r||(t[o]||{}).overlaying||i.push(m(o))}return i}var et={x:$(\"x\"),y:$(\"y\")},rt=et.x.concat(et.y),nt={},it=[];function at(){var t=W.matches;v.test(t)&&-1===rt.indexOf(t)&&(nt[t]=W.type,it=Object.keys(nt))}var ot=o(t,e,r),st=a(ot);for(y=0;y<V.length;y++){H=V[y],G=m(H),Y=H.charAt(0),n.isPlainObject(t[H])||(t[H]={}),W=t[H],X=s.newContainer(e,H,Y+\"axis\"),J();var lt=\"x\"===Y&&!S[H]&&M[H]||\"y\"===Y&&!E[H]&&A[H],ct=\"y\"===Y&&(!C[H]&&L[H]||I[H]),ut={letter:Y,font:e.font,outerTicks:P[H],showGrid:!z[H],data:k[H]||[],bgColor:Z,calendar:e.calendar,automargin:!0,visibleDflt:lt,reverseDflt:ct,autotypenumbersDflt:T,splomStash:((e._splomAxes||{})[Y]||{})[G]};K(\"uirevision\",e.uirevision),u(W,X,K,ut),f(W,X,K,ut,e);var ft=st&&Y===ot.charAt(0),ht=Q(\"spikecolor\",st?X.color:void 0),pt=Q(\"spikethickness\",st?1.5:void 0),dt=Q(\"spikedash\",st?\"dot\":void 0),gt=Q(\"spikemode\",st?\"across\":void 0),mt=Q(\"spikesnap\",st?\"hovered data\":void 0);K(\"showspikes\",!!(ft||ht||pt||dt||gt||mt))||(delete X.spikecolor,delete X.spikethickness,delete X.spikedash,delete X.spikemode,delete X.spikesnap),p(W,X,K,{letter:Y,counterAxes:et[Y],overlayableAxes:tt(Y,H),grid:e.grid}),K(\"title.standoff\"),at(),X._input=W}for(y=0;y<it.length;){G=it[y++],Y=(H=g(G)).charAt(0),n.isPlainObject(t[H])||(t[H]={}),W=t[H],X=s.newContainer(e,H,Y+\"axis\"),J();var vt={letter:Y,font:e.font,outerTicks:P[H],showGrid:!z[H],data:[],bgColor:Z,calendar:e.calendar,automargin:!0,visibleDflt:!1,reverseDflt:!1,autotypenumbersDflt:T,splomStash:((e._splomAxes||{})[Y]||{})[G]};K(\"uirevision\",e.uirevision),X.type=nt[G]||\"linear\",f(W,X,K,vt,e),p(W,X,K,{letter:Y,counterAxes:et[Y],overlayableAxes:tt(Y,H),grid:e.grid}),K(\"fixedrange\"),at(),X._input=W}var yt=b(\"rangeslider\",\"handleDefaults\"),xt=b(\"rangeselector\",\"handleDefaults\");for(y=0;y<j.length;y++)H=j[y],W=t[H],X=e[H],yt(t,e,H),\"date\"===X.type&&xt(W,X,e,U,X.calendar),K(\"fixedrange\");for(y=0;y<U.length;y++){H=U[y],W=t[H],X=e[H];var bt=e[g(X.anchor)];K(\"fixedrange\",b(\"rangeslider\",\"isVisible\")(bt))}h.handleDefaults(t,e,{axIds:rt.concat(it).sort(d.idSort),axHasImage:I})}},{\"../../components/color\":643,\"../../components/fx/helpers\":679,\"../../components/fx/hovermode_defaults\":682,\"../../lib\":778,\"../../plot_api/plot_template\":817,\"../../registry\":911,\"../layout_attributes\":882,\"./axis_defaults\":830,\"./axis_ids\":831,\"./constants\":834,\"./constraints\":835,\"./layout_attributes\":842,\"./position_defaults\":845,\"./type_defaults\":853}],844:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,i=t(\"../../components/color/attributes\").lightFraction,a=t(\"../../lib\");e.exports=function(t,e,r,o){var s=(o=o||{}).dfltColor;function l(r,n){return a.coerce2(t,e,o.attributes,r,n)}var c=l(\"linecolor\",s),u=l(\"linewidth\");r(\"showline\",o.showLine||!!c||!!u)||(delete e.linecolor,delete e.linewidth);var f=l(\"gridcolor\",n(s,o.bgColor,o.blend||i).toRgbString()),h=l(\"gridwidth\");if(r(\"showgrid\",o.showGrid||!!f||!!h)||(delete e.gridcolor,delete e.gridwidth),!o.noZeroLine){var p=l(\"zerolinecolor\",s),d=l(\"zerolinewidth\");r(\"zeroline\",o.showGrid||!!p||!!d)||(delete e.zerolinecolor,delete e.zerolinewidth)}}},{\"../../components/color/attributes\":642,\"../../lib\":778,tinycolor2:576}],845:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\");e.exports=function(t,e,r,a){var o,s,l,c,u=a.counterAxes||[],f=a.overlayableAxes||[],h=a.letter,p=a.grid;p&&(s=p._domains[h][p._axisMap[e._id]],o=p._anchors[e._id],s&&(l=p[h+\"side\"].split(\" \")[0],c=p.domain[h][\"right\"===l||\"top\"===l?1:0])),s=s||[0,1],o=o||(n(t.position)?\"free\":u[0]||\"free\"),l=l||(\"x\"===h?\"bottom\":\"left\"),c=c||0,\"free\"===i.coerce(t,e,{anchor:{valType:\"enumerated\",values:[\"free\"].concat(u),dflt:o}},\"anchor\")&&r(\"position\",c),i.coerce(t,e,{side:{valType:\"enumerated\",values:\"x\"===h?[\"bottom\",\"top\"]:[\"left\",\"right\"],dflt:l}},\"side\");var d=!1;if(f.length&&(d=i.coerce(t,e,{overlaying:{valType:\"enumerated\",values:[!1].concat(f),dflt:!1}},\"overlaying\")),!d){var g=r(\"domain\",s);g[0]>g[1]-1/4096&&(e.domain=s),i.noneOrAll(t.domain,e.domain,s)}return r(\"layer\"),e}},{\"../../lib\":778,\"fast-isnumeric\":241}],846:[function(t,e,r){\"use strict\";var n=t(\"../../constants/alignment\").FROM_BL;e.exports=function(t,e,r){void 0===r&&(r=n[t.constraintoward||\"center\"]);var i=[t.r2l(t.range[0]),t.r2l(t.range[1])],a=i[0]+(i[1]-i[0])*r;t.range=t._input.range=[t.l2r(a+(i[0]-a)*e),t.l2r(a+(i[1]-a)*e)],t.setScale()}},{\"../../constants/alignment\":745}],847:[function(t,e,r){\"use strict\";var n=t(\"polybooljs\"),i=t(\"../../registry\"),a=t(\"../../components/drawing\").dashStyle,o=t(\"../../components/color\"),s=t(\"../../components/fx\"),l=t(\"../../components/fx/helpers\").makeEventData,c=t(\"../../components/dragelement/helpers\"),u=c.freeMode,f=c.rectMode,h=c.drawMode,p=c.openMode,d=c.selectMode,g=t(\"../../components/shapes/draw_newshape/display_outlines\"),m=t(\"../../components/shapes/draw_newshape/helpers\").handleEllipse,v=t(\"../../components/shapes/draw_newshape/newshapes\"),y=t(\"../../lib\"),x=t(\"../../lib/polygon\"),b=t(\"../../lib/throttle\"),_=t(\"./axis_ids\").getFromId,w=t(\"../../lib/clear_gl_canvases\"),T=t(\"../../plot_api/subroutines\").redrawReglTraces,k=t(\"./constants\"),M=k.MINSELECT,A=x.filter,S=x.tester,E=t(\"./handle_outline\").clearSelect,C=t(\"./helpers\"),L=C.p2r,I=C.axValue,P=C.getTransform;function z(t,e,r,n,i,a,o){var s,l,c,u,f,h,d,m,v,y=e._hoverdata,x=e._fullLayout.clickmode.indexOf(\"event\")>-1,b=[];if(function(t){return t&&Array.isArray(t)&&!0!==t[0].hoverOnBox}(y)){F(t,e,a);var _=function(t,e){var r,n,i=t[0],a=-1,o=[];for(n=0;n<e.length;n++)if(r=e[n],i.fullData._expandedIndex===r.cd[0].trace._expandedIndex){if(!0===i.hoverOnBox)break;void 0!==i.pointNumber?a=i.pointNumber:void 0!==i.binNumber&&(a=i.binNumber,o=i.pointNumbers);break}return{pointNumber:a,pointNumbers:o,searchInfo:r}}(y,s=N(e,r,n,i));if(_.pointNumbers.length>0?function(t,e){var r,n,i,a=[];for(i=0;i<t.length;i++)(r=t[i]).cd[0].trace.selectedpoints&&r.cd[0].trace.selectedpoints.length>0&&a.push(r);if(1===a.length&&a[0]===e.searchInfo&&(n=e.searchInfo.cd[0].trace).selectedpoints.length===e.pointNumbers.length){for(i=0;i<e.pointNumbers.length;i++)if(n.selectedpoints.indexOf(e.pointNumbers[i])<0)return!1;return!0}return!1}(s,_):function(t){var e,r,n,i=0;for(n=0;n<t.length;n++)if(e=t[n],(r=e.cd[0].trace).selectedpoints){if(r.selectedpoints.length>1)return!1;if((i+=r.selectedpoints.length)>1)return!1}return 1===i}(s)&&(h=j(_))){for(o&&o.remove(),v=0;v<s.length;v++)(l=s[v])._module.selectPoints(l,!1);U(e,s),B(a),x&&e.emit(\"plotly_deselect\",null)}else{for(d=t.shiftKey&&(void 0!==h?h:j(_)),c=function(t,e,r){return{pointNumber:t,searchInfo:e,subtract:r}}(_.pointNumber,_.searchInfo,d),u=R(a.selectionDefs.concat([c])),v=0;v<s.length;v++)if(f=V(s[v]._module.selectPoints(s[v],u),s[v]),b.length)for(var w=0;w<f.length;w++)b.push(f[w]);else b=f;if(U(e,s,m={points:b}),c&&a&&a.selectionDefs.push(c),o){var T=a.mergedPolygons,k=p(a.dragmode);g(q(T,k),o,a)}x&&e.emit(\"plotly_selected\",m)}}}function O(t){return\"pointNumber\"in t&&\"searchInfo\"in t}function D(t){return{xmin:0,xmax:0,ymin:0,ymax:0,pts:[],contains:function(e,r,n,i){var a=t.searchInfo.cd[0].trace._expandedIndex;return i.cd[0].trace._expandedIndex===a&&n===t.pointNumber},isRect:!1,degenerate:!1,subtract:t.subtract}}function R(t){for(var e=[],r=O(t[0])?0:t[0][0][0],n=r,i=O(t[0])?0:t[0][0][1],a=i,o=0;o<t.length;o++)if(O(t[o]))e.push(D(t[o]));else{var s=x.tester(t[o]);s.subtract=t[o].subtract,e.push(s),r=Math.min(r,s.xmin),n=Math.max(n,s.xmax),i=Math.min(i,s.ymin),a=Math.max(a,s.ymax)}return{xmin:r,xmax:n,ymin:i,ymax:a,pts:[],contains:function(t,r,n,i){for(var a=!1,o=0;o<e.length;o++)e[o].contains(t,r,n,i)&&(a=!1===e[o].subtract);return a},isRect:!1,degenerate:!1}}function F(t,e,r){e._fullLayout._drawing=!1;var n=e._fullLayout,i=r.plotinfo,a=r.dragmode,o=n._lastSelectedSubplot&&n._lastSelectedSubplot===i.id,s=(t.shiftKey||t.altKey)&&!(h(a)&&p(a));o&&s&&i.selection&&i.selection.selectionDefs&&!r.selectionDefs?(r.selectionDefs=i.selection.selectionDefs,r.mergedPolygons=i.selection.mergedPolygons):s&&i.selection||B(r),o||(E(e),n._lastSelectedSubplot=i.id)}function B(t){var e=t.dragmode,r=t.plotinfo,n=t.gd;if(n._fullLayout._activeShapeIndex>=0&&n._fullLayout._deactivateShape(n),h(e)){var a=n._fullLayout._zoomlayer.selectAll(\".select-outline-\"+r.id);if(a&&n._fullLayout._drawing){var o=v(a,t);o&&i.call(\"_guiRelayout\",n,{shapes:o}),n._fullLayout._drawing=!1}}r.selection={},r.selection.selectionDefs=t.selectionDefs=[],r.selection.mergedPolygons=t.mergedPolygons=[]}function N(t,e,r,n){var i,a,o,s=[],l=e.map((function(t){return t._id})),c=r.map((function(t){return t._id}));for(o=0;o<t.calcdata.length;o++)if(!0===(a=(i=t.calcdata[o])[0].trace).visible&&a._module&&a._module.selectPoints)if(!n||a.subplot!==n&&a.geo!==n)if(\"splom\"===a.type&&a._xaxes[l[0]]&&a._yaxes[c[0]]){var u=h(a._module,i,e[0],r[0]);u.scene=t._fullLayout._splomScenes[a.uid],s.push(u)}else if(\"sankey\"===a.type){var f=h(a._module,i,e[0],r[0]);s.push(f)}else{if(-1===l.indexOf(a.xaxis))continue;if(-1===c.indexOf(a.yaxis))continue;s.push(h(a._module,i,_(t,a.xaxis),_(t,a.yaxis)))}else s.push(h(a._module,i,e[0],r[0]));return s;function h(t,e,r,n){return{_module:t,cd:e,xaxis:r,yaxis:n}}}function j(t){var e=t.searchInfo.cd[0].trace,r=t.pointNumber,n=t.pointNumbers,i=n.length>0?n[0]:r;return!!e.selectedpoints&&e.selectedpoints.indexOf(i)>-1}function U(t,e,r){var n,a,o,s;for(n=0;n<e.length;n++){var l=e[n].cd[0].trace._fullInput,c=t._fullLayout._tracePreGUI[l.uid]||{};void 0===c.selectedpoints&&(c.selectedpoints=l._input.selectedpoints||null)}if(r){var u=r.points||[];for(n=0;n<e.length;n++)(s=e[n].cd[0].trace)._input.selectedpoints=s._fullInput.selectedpoints=[],s._fullInput!==s&&(s.selectedpoints=[]);for(n=0;n<u.length;n++){var f=u[n],h=f.data,p=f.fullData;f.pointIndices?([].push.apply(h.selectedpoints,f.pointIndices),s._fullInput!==s&&[].push.apply(p.selectedpoints,f.pointIndices)):(h.selectedpoints.push(f.pointIndex),s._fullInput!==s&&p.selectedpoints.push(f.pointIndex))}}else for(n=0;n<e.length;n++)delete(s=e[n].cd[0].trace).selectedpoints,delete s._input.selectedpoints,s._fullInput!==s&&delete s._fullInput.selectedpoints;var d=!1;for(n=0;n<e.length;n++){s=(o=(a=e[n]).cd)[0].trace,i.traceIs(s,\"regl\")&&(d=!0);var g=a._module,m=g.styleOnSelect||g.style;m&&(m(t,o,o[0].node3),o[0].nodeRangePlot3&&m(t,o,o[0].nodeRangePlot3))}d&&(w(t),T(t))}function V(t,e){if(Array.isArray(t))for(var r=e.cd,n=e.cd[0].trace,i=0;i<t.length;i++)t[i]=l(t[i],n,r);return t}function q(t,e){for(var r=[],n=0;n<t.length;n++){r[n]=[];for(var i=0;i<t[n].length;i++){r[n][i]=[],r[n][i][0]=i?\"L\":\"M\";for(var a=0;a<t[n][i].length;a++)r[n][i].push(t[n][i][a])}e||r[n].push([\"Z\",r[n][0][1],r[n][0][2]])}return r}e.exports={prepSelect:function(t,e,r,i,l){var c=u(l),v=f(l),x=p(l),_=h(l),w=d(l),T=\"drawcircle\"===l,E=\"drawline\"===l||T,C=i.gd,O=C._fullLayout,D=O._zoomlayer,j=i.element.getBoundingClientRect(),H=i.plotinfo,G=P(H),Y=e-j.left,W=r-j.top;O._calcInverseTransform(C);var X=y.apply3DTransform(O._invTransform)(Y,W);Y=X[0],W=X[1];var Z,J,K,Q,$,tt,et,rt=O._invScaleX,nt=O._invScaleY,it=Y,at=W,ot=\"M\"+Y+\",\"+W,st=i.xaxes[0]._length,lt=i.yaxes[0]._length,ct=i.xaxes.concat(i.yaxes),ut=t.altKey&&!(h(l)&&x);F(t,C,i),c&&(Z=A([[Y,W]],k.BENDPX));var ft=D.selectAll(\"path.select-outline-\"+H.id).data(_?[0]:[1,2]),ht=O.newshape;ft.enter().append(\"path\").attr(\"class\",(function(t){return\"select-outline select-outline-\"+t+\" select-outline-\"+H.id})).style(_?{opacity:ht.opacity/2,fill:x?void 0:ht.fillcolor,stroke:ht.line.color,\"stroke-dasharray\":a(ht.line.dash,ht.line.width),\"stroke-width\":ht.line.width+\"px\"}:{}).attr(\"fill-rule\",ht.fillrule).classed(\"cursor-move\",!!_).attr(\"transform\",G).attr(\"d\",ot+\"Z\");var pt,dt=D.append(\"path\").attr(\"class\",\"zoombox-corners\").style({fill:o.background,stroke:o.defaultLine,\"stroke-width\":1}).attr(\"transform\",G).attr(\"d\",\"M0,0Z\"),gt=O._uid+k.SELECTID,mt=[],vt=N(C,i.xaxes,i.yaxes,i.subplot);function yt(t,e){return t-e}pt=H.fillRangeItems?H.fillRangeItems:v?function(t,e){var r=t.range={};for($=0;$<ct.length;$++){var n=ct[$],i=n._id.charAt(0);r[n._id]=[L(n,e[i+\"min\"]),L(n,e[i+\"max\"])].sort(yt)}}:function(t,e,r){var n=t.lassoPoints={};for($=0;$<ct.length;$++){var i=ct[$];n[i._id]=r.filtered.map(I(i))}},i.moveFn=function(t,e){it=Math.max(0,Math.min(st,rt*t+Y)),at=Math.max(0,Math.min(lt,nt*e+W));var r=Math.abs(it-Y),a=Math.abs(at-W);if(v){var o,s,l;if(w){var u=O.selectdirection;switch(o=\"any\"===u?a<Math.min(.6*r,M)?\"h\":r<Math.min(.6*a,M)?\"v\":\"d\":u){case\"h\":s=T?lt/2:0,l=lt;break;case\"v\":s=T?st/2:0,l=st}}if(_)switch(O.newshape.drawdirection){case\"vertical\":o=\"h\",s=T?lt/2:0,l=lt;break;case\"horizontal\":o=\"v\",s=T?st/2:0,l=st;break;case\"ortho\":r<a?(o=\"h\",s=W,l=at):(o=\"v\",s=Y,l=it);break;default:o=\"d\"}\"h\"===o?((Q=E?m(T,[it,s],[it,l]):[[Y,s],[Y,l],[it,l],[it,s]]).xmin=E?it:Math.min(Y,it),Q.xmax=E?it:Math.max(Y,it),Q.ymin=Math.min(s,l),Q.ymax=Math.max(s,l),dt.attr(\"d\",\"M\"+Q.xmin+\",\"+(W-M)+\"h-4v\"+2*M+\"h4ZM\"+(Q.xmax-1)+\",\"+(W-M)+\"h4v\"+2*M+\"h-4Z\")):\"v\"===o?((Q=E?m(T,[s,at],[l,at]):[[s,W],[s,at],[l,at],[l,W]]).xmin=Math.min(s,l),Q.xmax=Math.max(s,l),Q.ymin=E?at:Math.min(W,at),Q.ymax=E?at:Math.max(W,at),dt.attr(\"d\",\"M\"+(Y-M)+\",\"+Q.ymin+\"v-4h\"+2*M+\"v4ZM\"+(Y-M)+\",\"+(Q.ymax-1)+\"v4h\"+2*M+\"v-4Z\")):\"d\"===o&&((Q=E?m(T,[Y,W],[it,at]):[[Y,W],[Y,at],[it,at],[it,W]]).xmin=Math.min(Y,it),Q.xmax=Math.max(Y,it),Q.ymin=Math.min(W,at),Q.ymax=Math.max(W,at),dt.attr(\"d\",\"M0,0Z\"))}else c&&(Z.addPt([it,at]),Q=Z.filtered);i.selectionDefs&&i.selectionDefs.length?(K=function(t,e,r){if(r)return n.difference({regions:t,inverted:!1},{regions:[e],inverted:!1}).regions;return n.union({regions:t,inverted:!1},{regions:[e],inverted:!1}).regions}(i.mergedPolygons,Q,ut),Q.subtract=ut,J=R(i.selectionDefs.concat([Q]))):(K=[Q],J=S(Q)),g(q(K,x),ft,i),w&&b.throttle(gt,k.SELECTDELAY,(function(){var t;mt=[];var e,r=[];for($=0;$<vt.length;$++)if(e=(tt=vt[$])._module.selectPoints(tt,J),r.push(e),t=V(e,tt),mt.length)for(var n=0;n<t.length;n++)mt.push(t[n]);else mt=t;U(C,vt,et={points:mt}),pt(et,Q,Z),i.gd.emit(\"plotly_selecting\",et)}))},i.clickFn=function(t,e){if(dt.remove(),C._fullLayout._activeShapeIndex>=0)C._fullLayout._deactivateShape(C);else if(!_){var r=O.clickmode;b.done(gt).then((function(){if(b.clear(gt),2===t){for(ft.remove(),$=0;$<vt.length;$++)(tt=vt[$])._module.selectPoints(tt,!1);U(C,vt),B(i),C.emit(\"plotly_deselect\",null)}else r.indexOf(\"select\")>-1&&z(e,C,i.xaxes,i.yaxes,i.subplot,i,ft),\"event\"===r&&C.emit(\"plotly_selected\",void 0);s.click(C,e)})).catch(y.error)}},i.doneFn=function(){dt.remove(),b.done(gt).then((function(){b.clear(gt),i.gd.emit(\"plotly_selected\",et),Q&&i.selectionDefs&&(Q.subtract=ut,i.selectionDefs.push(Q),i.mergedPolygons.length=0,[].push.apply(i.mergedPolygons,K)),i.doneFnCompleted&&i.doneFnCompleted(mt)})).catch(y.error),_&&B(i)}},clearSelect:E,clearSelectionsCache:B,selectOnClick:z}},{\"../../components/color\":643,\"../../components/dragelement/helpers\":661,\"../../components/drawing\":665,\"../../components/fx\":683,\"../../components/fx/helpers\":679,\"../../components/shapes/draw_newshape/display_outlines\":728,\"../../components/shapes/draw_newshape/helpers\":729,\"../../components/shapes/draw_newshape/newshapes\":730,\"../../lib\":778,\"../../lib/clear_gl_canvases\":762,\"../../lib/polygon\":790,\"../../lib/throttle\":804,\"../../plot_api/subroutines\":818,\"../../registry\":911,\"./axis_ids\":831,\"./constants\":834,\"./handle_outline\":838,\"./helpers\":839,polybooljs:517}],848:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"d3-time-format\").utcFormat,a=t(\"fast-isnumeric\"),o=t(\"../../lib\"),s=o.cleanNumber,l=o.ms2DateTime,c=o.dateTime2ms,u=o.ensureNumber,f=o.isArrayOrTypedArray,h=t(\"../../constants/numerical\"),p=h.FP_SAFE,d=h.BADNUM,g=h.LOG_CLIP,m=h.ONEWEEK,v=h.ONEDAY,y=h.ONEHOUR,x=h.ONEMIN,b=h.ONESEC,_=t(\"./axis_ids\"),w=t(\"./constants\"),T=w.HOUR_PATTERN,k=w.WEEKDAY_PATTERN;function M(t){return Math.pow(10,t)}function A(t){return null!=t}e.exports=function(t,e){e=e||{};var r=t._id||\"x\",h=r.charAt(0);function S(e,r){if(e>0)return Math.log(e)/Math.LN10;if(e<=0&&r&&t.range&&2===t.range.length){var n=t.range[0],i=t.range[1];return.5*(n+i-2*g*Math.abs(n-i))}return d}function E(e,r,n,i){if((i||{}).msUTC&&a(e))return+e;var s=c(e,n||t.calendar);if(s===d){if(!a(e))return d;e=+e;var l=Math.floor(10*o.mod(e+.05,1)),u=Math.round(e-l/10);s=c(new Date(u))+l/10}return s}function C(e,r,n){return l(e,r,n||t.calendar)}function L(e){return t._categories[Math.round(e)]}function I(e){if(A(e)){if(void 0===t._categoriesMap&&(t._categoriesMap={}),void 0!==t._categoriesMap[e])return t._categoriesMap[e];t._categories.push(\"number\"==typeof e?String(e):e);var r=t._categories.length-1;return t._categoriesMap[e]=r,r}return d}function P(e){if(t._categoriesMap)return t._categoriesMap[e]}function z(t){var e=P(t);return void 0!==e?e:a(t)?+t:void 0}function O(t){return a(t)?+t:P(t)}function D(t,e,r){return n.round(r+e*t,2)}function R(t,e,r){return(t-r)/e}var F=function(e){return a(e)?D(e,t._m,t._b):d},B=function(e){return R(e,t._m,t._b)};if(t.rangebreaks){var N=\"y\"===h;F=function(e){if(!a(e))return d;var r=t._rangebreaks.length;if(!r)return D(e,t._m,t._b);var n=N;t.range[0]>t.range[1]&&(n=!n);for(var i=n?-1:1,o=i*e,s=0,l=0;l<r;l++){var c=i*t._rangebreaks[l].min,u=i*t._rangebreaks[l].max;if(o<c)break;if(!(o>u)){s=o<(c+u)/2?l:l+1;break}s=l+1}var f=t._B[s]||0;return isFinite(f)?D(e,t._m2,f):0},B=function(e){var r=t._rangebreaks.length;if(!r)return R(e,t._m,t._b);for(var n=0,i=0;i<r&&!(e<t._rangebreaks[i].pmin);i++)e>t._rangebreaks[i].pmax&&(n=i+1);return R(e,t._m2,t._B[n])}}t.c2l=\"log\"===t.type?S:u,t.l2c=\"log\"===t.type?M:u,t.l2p=F,t.p2l=B,t.c2p=\"log\"===t.type?function(t,e){return F(S(t,e))}:F,t.p2c=\"log\"===t.type?function(t){return M(B(t))}:B,-1!==[\"linear\",\"-\"].indexOf(t.type)?(t.d2r=t.r2d=t.d2c=t.r2c=t.d2l=t.r2l=s,t.c2d=t.c2r=t.l2d=t.l2r=u,t.d2p=t.r2p=function(e){return t.l2p(s(e))},t.p2d=t.p2r=B,t.cleanPos=u):\"log\"===t.type?(t.d2r=t.d2l=function(t,e){return S(s(t),e)},t.r2d=t.r2c=function(t){return M(s(t))},t.d2c=t.r2l=s,t.c2d=t.l2r=u,t.c2r=S,t.l2d=M,t.d2p=function(e,r){return t.l2p(t.d2r(e,r))},t.p2d=function(t){return M(B(t))},t.r2p=function(e){return t.l2p(s(e))},t.p2r=B,t.cleanPos=u):\"date\"===t.type?(t.d2r=t.r2d=o.identity,t.d2c=t.r2c=t.d2l=t.r2l=E,t.c2d=t.c2r=t.l2d=t.l2r=C,t.d2p=t.r2p=function(e,r,n){return t.l2p(E(e,0,n))},t.p2d=t.p2r=function(t,e,r){return C(B(t),e,r)},t.cleanPos=function(e){return o.cleanDate(e,d,t.calendar)}):\"category\"===t.type?(t.d2c=t.d2l=I,t.r2d=t.c2d=t.l2d=L,t.d2r=t.d2l_noadd=z,t.r2c=function(e){var r=O(e);return void 0!==r?r:t.fraction2r(.5)},t.l2r=t.c2r=u,t.r2l=O,t.d2p=function(e){return t.l2p(t.r2c(e))},t.p2d=function(t){return L(B(t))},t.r2p=t.d2p,t.p2r=B,t.cleanPos=function(t){return\"string\"==typeof t&&\"\"!==t?t:u(t)}):\"multicategory\"===t.type&&(t.r2d=t.c2d=t.l2d=L,t.d2r=t.d2l_noadd=z,t.r2c=function(e){var r=z(e);return void 0!==r?r:t.fraction2r(.5)},t.r2c_just_indices=P,t.l2r=t.c2r=u,t.r2l=z,t.d2p=function(e){return t.l2p(t.r2c(e))},t.p2d=function(t){return L(B(t))},t.r2p=t.d2p,t.p2r=B,t.cleanPos=function(t){return Array.isArray(t)||\"string\"==typeof t&&\"\"!==t?t:u(t)},t.setupMultiCategory=function(n){var i,a,s=t._traceIndices,l=t._matchGroup;if(l&&0===t._categories.length)for(var c in l)if(c!==r){var u=e[_.id2name(c)];s=s.concat(u._traceIndices)}var p=[[0,{}],[0,{}]],d=[];for(i=0;i<s.length;i++){var g=n[s[i]];if(h in g){var m=g[h],v=g._length||o.minRowLength(m);if(f(m[0])&&f(m[1]))for(a=0;a<v;a++){var y=m[0][a],x=m[1][a];A(y)&&A(x)&&(d.push([y,x]),y in p[0][1]||(p[0][1][y]=p[0][0]++),x in p[1][1]||(p[1][1][x]=p[1][0]++))}}}for(d.sort((function(t,e){var r=p[0][1],n=r[t[0]]-r[e[0]];if(n)return n;var i=p[1][1];return i[t[1]]-i[e[1]]})),i=0;i<d.length;i++)I(d[i])}),t.fraction2r=function(e){var r=t.r2l(t.range[0]),n=t.r2l(t.range[1]);return t.l2r(r+e*(n-r))},t.r2fraction=function(e){var r=t.r2l(t.range[0]),n=t.r2l(t.range[1]);return(t.r2l(e)-r)/(n-r)},t.cleanRange=function(e,r){r||(r={}),e||(e=\"range\");var n,i,s=o.nestedProperty(t,e).get();if(i=(i=\"date\"===t.type?o.dfltRange(t.calendar):\"y\"===h?w.DFLTRANGEY:r.dfltRange||w.DFLTRANGEX).slice(),\"tozero\"!==t.rangemode&&\"nonnegative\"!==t.rangemode||(i[0]=0),s&&2===s.length)for(\"date\"!==t.type||t.autorange||(s[0]=o.cleanDate(s[0],d,t.calendar),s[1]=o.cleanDate(s[1],d,t.calendar)),n=0;n<2;n++)if(\"date\"===t.type){if(!o.isDateTime(s[n],t.calendar)){t[e]=i;break}if(t.r2l(s[0])===t.r2l(s[1])){var l=o.constrain(t.r2l(s[0]),o.MIN_MS+1e3,o.MAX_MS-1e3);s[0]=t.l2r(l-1e3),s[1]=t.l2r(l+1e3);break}}else{if(!a(s[n])){if(!a(s[1-n])){t[e]=i;break}s[n]=s[1-n]*(n?10:.1)}if(s[n]<-p?s[n]=-p:s[n]>p&&(s[n]=p),s[0]===s[1]){var c=Math.max(1,Math.abs(1e-6*s[0]));s[0]-=c,s[1]+=c}}else o.nestedProperty(t,e).set(i)},t.setScale=function(r){var n=e._size;if(t.overlaying){var i=_.getFromId({_fullLayout:e},t.overlaying);t.domain=i.domain}var a=r&&t._r?\"_r\":\"range\",o=t.calendar;t.cleanRange(a);var s,l,c=t.r2l(t[a][0],o),u=t.r2l(t[a][1],o),f=\"y\"===h;if((f?(t._offset=n.t+(1-t.domain[1])*n.h,t._length=n.h*(t.domain[1]-t.domain[0]),t._m=t._length/(c-u),t._b=-t._m*u):(t._offset=n.l+t.domain[0]*n.w,t._length=n.w*(t.domain[1]-t.domain[0]),t._m=t._length/(u-c),t._b=-t._m*c),t._rangebreaks=[],t._lBreaks=0,t._m2=0,t._B=[],t.rangebreaks)&&(t._rangebreaks=t.locateBreaks(Math.min(c,u),Math.max(c,u)),t._rangebreaks.length)){for(s=0;s<t._rangebreaks.length;s++)l=t._rangebreaks[s],t._lBreaks+=Math.abs(l.max-l.min);var p=f;c>u&&(p=!p),p&&t._rangebreaks.reverse();var d=p?-1:1;for(t._m2=d*t._length/(Math.abs(u-c)-t._lBreaks),t._B.push(-t._m2*(f?u:c)),s=0;s<t._rangebreaks.length;s++)l=t._rangebreaks[s],t._B.push(t._B[t._B.length-1]-d*t._m2*(l.max-l.min));for(s=0;s<t._rangebreaks.length;s++)(l=t._rangebreaks[s]).pmin=F(l.min),l.pmax=F(l.max)}if(!isFinite(t._m)||!isFinite(t._b)||t._length<0)throw e._replotting=!1,new Error(\"Something went wrong with axis scaling\")},t.maskBreaks=function(e){for(var r,n,i,a,l,c=t.rangebreaks||[],u=0;u<c.length;u++){var f=c[u];if(f.enabled)if(f.bounds){var h=f.pattern;switch(n=(r=o.simpleMap(f.bounds,h?s:t.d2c))[0],i=r[1],h){case k:a=(l=new Date(e)).getUTCDay(),n>i&&(i+=7,a<n&&(a+=7));break;case T:a=(l=new Date(e)).getUTCHours()+(l.getUTCMinutes()/60+l.getUTCSeconds()/3600+l.getUTCMilliseconds()/36e5),n>i&&(i+=24,a<n&&(a+=24));break;case\"\":a=e}if(a>=n&&a<i)return d}else for(var p=o.simpleMap(f.values,t.d2c).sort(o.sorterAsc),g=0;g<p.length;g++)if(i=(n=p[g])+f.dvalue,e>=n&&e<i)return d}return e},t.locateBreaks=function(e,r){var n,i,a,l,c=[];if(!t.rangebreaks)return c;var u=t.rangebreaks.slice().sort((function(t,e){return t.pattern===k&&e.pattern===T?-1:e.pattern===k&&t.pattern===T?1:0})),f=function(t,n){if((t=o.constrain(t,e,r))!==(n=o.constrain(n,e,r))){for(var i=!0,a=0;a<c.length;a++){var s=c[a];t<s.max&&n>=s.min&&(t<s.min&&(s.min=t),n>s.max&&(s.max=n),i=!1)}i&&c.push({min:t,max:n})}};for(n=0;n<u.length;n++){var h=u[n];if(h.enabled)if(h.bounds){var p=e,d=r;h.pattern&&(p=Math.floor(p)),a=(i=o.simpleMap(h.bounds,h.pattern?s:t.r2l))[0],l=i[1];var g,_,w=new Date(p);switch(h.pattern){case k:_=m,g=(l-a+(l<a?7:0))*v,p+=a*v-(w.getUTCDay()*v+w.getUTCHours()*y+w.getUTCMinutes()*x+w.getUTCSeconds()*b+w.getUTCMilliseconds());break;case T:_=v,g=(l-a+(l<a?24:0))*y,p+=a*y-(w.getUTCHours()*y+w.getUTCMinutes()*x+w.getUTCSeconds()*b+w.getUTCMilliseconds());break;default:p=Math.min(i[0],i[1]),g=_=(d=Math.max(i[0],i[1]))-p}for(var M=p;M<d;M+=_)f(M,M+g)}else for(var A=o.simpleMap(h.values,t.d2c),S=0;S<A.length;S++)f(a=A[S],l=a+h.dvalue)}return c.sort((function(t,e){return t.min-e.min})),c},t.makeCalcdata=function(e,r,n){var i,a,s,l,c=t.type,u=\"date\"===c&&e[r+\"calendar\"];if(r in e){if(i=e[r],l=e._length||o.minRowLength(i),o.isTypedArray(i)&&(\"linear\"===c||\"log\"===c)){if(l===i.length)return i;if(i.subarray)return i.subarray(0,l)}if(\"multicategory\"===c)return function(t,e){for(var r=new Array(e),n=0;n<e;n++){var i=(t[0]||[])[n],a=(t[1]||[])[n];r[n]=P([i,a])}return r}(i,l);for(a=new Array(l),s=0;s<l;s++)a[s]=t.d2c(i[s],0,u,n)}else{var f=r+\"0\"in e?t.d2c(e[r+\"0\"],0,u):0,h=e[\"d\"+r]?Number(e[\"d\"+r]):1;for(i=e[{x:\"y\",y:\"x\"}[r]],l=e._length||i.length,a=new Array(l),s=0;s<l;s++)a[s]=f+s*h}if(t.rangebreaks)for(s=0;s<l;s++)a[s]=t.maskBreaks(a[s]);return a},t.isValidRange=function(e){return Array.isArray(e)&&2===e.length&&a(t.r2l(e[0]))&&a(t.r2l(e[1]))},t.isPtWithinRange=function(e,r){var n=t.c2l(e[h],null,r),i=t.r2l(t.range[0]),a=t.r2l(t.range[1]);return i<a?i<=n&&n<=a:a<=n&&n<=i},t._emptyCategories=function(){t._categories=[],t._categoriesMap={}},t.clearCalc=function(){var r=t._matchGroup;if(r){var n=null,i=null;for(var a in r){var o=e[_.id2name(a)];if(o._categories){n=o._categories,i=o._categoriesMap;break}}n&&i?(t._categories=n,t._categoriesMap=i):t._emptyCategories()}else t._emptyCategories();if(t._initialCategories)for(var s=0;s<t._initialCategories.length;s++)I(t._initialCategories[s])},t.sortByInitialCategories=function(){var n=[];if(t._emptyCategories(),t._initialCategories)for(var i=0;i<t._initialCategories.length;i++)I(t._initialCategories[i]);n=n.concat(t._traceIndices);var a=t._matchGroup;for(var o in a)if(r!==o){var s=e[_.id2name(o)];s._categories=t._categories,s._categoriesMap=t._categoriesMap,n=n.concat(s._traceIndices)}return n};var j=e._d3locale;\"date\"===t.type&&(t._dateFormat=j?j.timeFormat:i,t._extraFormat=e._extraFormat),t._separators=e.separators,t._numFormat=j?j.numberFormat:n.format,delete t._minDtick,delete t._forceTick0}},{\"../../constants/numerical\":753,\"../../lib\":778,\"./axis_ids\":831,\"./constants\":834,d3:169,\"d3-time-format\":166,\"fast-isnumeric\":241}],849:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\").contrast,a=t(\"./layout_attributes\"),o=t(\"../array_container_defaults\");function s(t){var e=[\"showexponent\",\"showtickprefix\",\"showticksuffix\"].filter((function(e){return void 0!==t[e]}));if(e.every((function(r){return t[r]===t[e[0]]}))||1===e.length)return t[e[0]]}function l(t,e){function r(r,i){return n.coerce(t,e,a.tickformatstops,r,i)}r(\"enabled\")&&(r(\"dtickrange\"),r(\"value\"))}e.exports=function(t,e,r,c,u,f){f&&1!==f.pass||function(t,e,r,n,i){var a=s(t);r(\"tickprefix\")&&r(\"showtickprefix\",a);r(\"ticksuffix\",i.tickSuffixDflt)&&r(\"showticksuffix\",a)}(t,0,r,0,u),f&&2!==f.pass||function(t,e,r,c,u){var f=s(t);r(\"tickprefix\")&&r(\"showtickprefix\",f);r(\"ticksuffix\",u.tickSuffixDflt)&&r(\"showticksuffix\",f);if(r(\"showticklabels\")){var h=u.font||{},p=e.color,d=-1!==(e.ticklabelposition||\"\").indexOf(\"inside\")?i(u.bgColor):p&&p!==a.color.dflt?p:h.color;if(n.coerceFont(r,\"tickfont\",{family:h.family,size:h.size,color:d}),r(\"tickangle\"),\"category\"!==c){var g=r(\"tickformat\");o(t,e,{name:\"tickformatstops\",inclusionAttr:\"enabled\",handleItemDefaults:l}),e.tickformatstops.length||delete e.tickformatstops,g||\"date\"===c||(r(\"showexponent\",f),r(\"exponentformat\"),r(\"minexponent\"),r(\"separatethousands\"))}}}(t,e,r,c,u)}},{\"../../components/color\":643,\"../../lib\":778,\"../array_container_defaults\":823,\"./layout_attributes\":842}],850:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e,r,a){var o=n.coerce2(t,e,i,\"ticklen\"),s=n.coerce2(t,e,i,\"tickwidth\"),l=n.coerce2(t,e,i,\"tickcolor\",e.color);r(\"ticks\",a.outerTicks||o||s||l?\"outside\":\"\")||(delete e.ticklen,delete e.tickwidth,delete e.tickcolor)}},{\"../../lib\":778,\"./layout_attributes\":842}],851:[function(t,e,r){\"use strict\";var n=t(\"./clean_ticks\"),i=t(\"../../lib\").isArrayOrTypedArray;e.exports=function(t,e,r,a){function o(r){var n=t[r];return void 0!==n?n:(e._template||{})[r]}var s=o(\"tick0\"),l=o(\"dtick\"),c=o(\"tickvals\"),u=r(\"tickmode\",i(c)?\"array\":l?\"linear\":\"auto\");if(\"auto\"===u)r(\"nticks\");else if(\"linear\"===u){var f=e.dtick=n.dtick(l,a);e.tick0=n.tick0(s,a,e.calendar,f)}else if(\"multicategory\"!==a){void 0===r(\"tickvals\")?e.tickmode=\"auto\":r(\"ticktext\")}}},{\"../../lib\":778,\"./clean_ticks\":833}],852:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../registry\"),a=t(\"../../lib\"),o=t(\"../../components/drawing\"),s=t(\"./axes\");e.exports=function(t,e,r,l){var c=t._fullLayout;if(0!==e.length){var u,f,h,p;l&&(u=l());var d=n.ease(r.easing);return t._transitionData._interruptCallbacks.push((function(){return window.cancelAnimationFrame(p),p=null,function(){for(var r={},n=0;n<e.length;n++){var a=e[n],o=a.plotinfo.xaxis,s=a.plotinfo.yaxis;a.xr0&&(r[o._name+\".range\"]=a.xr0.slice()),a.yr0&&(r[s._name+\".range\"]=a.yr0.slice())}return i.call(\"relayout\",t,r).then((function(){for(var t=0;t<e.length;t++)g(e[t].plotinfo)}))}()})),f=Date.now(),p=window.requestAnimationFrame((function n(){h=Date.now();for(var a=Math.min(1,(h-f)/r.duration),o=d(a),s=0;s<e.length;s++)m(e[s],o);h-f>r.duration?(!function(){for(var r={},n=0;n<e.length;n++){var a=e[n],o=a.plotinfo.xaxis,s=a.plotinfo.yaxis;a.xr1&&(r[o._name+\".range\"]=a.xr1.slice()),a.yr1&&(r[s._name+\".range\"]=a.yr1.slice())}u&&u(),i.call(\"relayout\",t,r).then((function(){for(var t=0;t<e.length;t++)g(e[t].plotinfo)}))}(),p=window.cancelAnimationFrame(n)):p=window.requestAnimationFrame(n)})),Promise.resolve()}function g(t){var e=t.xaxis,r=t.yaxis;c._defs.select(\"#\"+t.clipId+\"> rect\").call(o.setTranslate,0,0).call(o.setScale,1,1),t.plot.call(o.setTranslate,e._offset,r._offset).call(o.setScale,1,1);var n=t.plot.selectAll(\".scatterlayer .trace\");n.selectAll(\".point\").call(o.setPointGroupScale,1,1),n.selectAll(\".textpoint\").call(o.setTextPointsScale,1,1),n.call(o.hideOutsideRangePoints,t)}function m(e,r){var n=e.plotinfo,i=n.xaxis,l=n.yaxis,c=i._length,u=l._length,f=!!e.xr1,h=!!e.yr1,p=[];if(f){var d=a.simpleMap(e.xr0,i.r2l),g=a.simpleMap(e.xr1,i.r2l),m=d[1]-d[0],v=g[1]-g[0];p[0]=(d[0]*(1-r)+r*g[0]-d[0])/(d[1]-d[0])*c,p[2]=c*(1-r+r*v/m),i.range[0]=i.l2r(d[0]*(1-r)+r*g[0]),i.range[1]=i.l2r(d[1]*(1-r)+r*g[1])}else p[0]=0,p[2]=c;if(h){var y=a.simpleMap(e.yr0,l.r2l),x=a.simpleMap(e.yr1,l.r2l),b=y[1]-y[0],_=x[1]-x[0];p[1]=(y[1]*(1-r)+r*x[1]-y[1])/(y[0]-y[1])*u,p[3]=u*(1-r+r*_/b),l.range[0]=i.l2r(y[0]*(1-r)+r*x[0]),l.range[1]=l.l2r(y[1]*(1-r)+r*x[1])}else p[1]=0,p[3]=u;s.drawOne(t,i,{skipTitle:!0}),s.drawOne(t,l,{skipTitle:!0}),s.redrawComponents(t,[i._id,l._id]);var w=f?c/p[2]:1,T=h?u/p[3]:1,k=f?p[0]:0,M=h?p[1]:0,A=f?p[0]/p[2]*c:0,S=h?p[1]/p[3]*u:0,E=i._offset-A,C=l._offset-S;n.clipRect.call(o.setTranslate,k,M).call(o.setScale,1/w,1/T),n.plot.call(o.setTranslate,E,C).call(o.setScale,w,T),o.setPointGroupScale(n.zoomScalePts,1/w,1/T),o.setTextPointsScale(n.zoomScaleTxt,1/w,1/T)}s.redrawComponents(t)}},{\"../../components/drawing\":665,\"../../lib\":778,\"../../registry\":911,\"./axes\":828,d3:169}],853:[function(t,e,r){\"use strict\";var n=t(\"../../registry\").traceIs,i=t(\"./axis_autotype\");function a(t){return{v:\"x\",h:\"y\"}[t.orientation||\"v\"]}function o(t,e){var r=a(t),i=n(t,\"box-violin\"),o=n(t._fullInput||{},\"candlestick\");return i&&!o&&e===r&&void 0===t[r]&&void 0===t[r+\"0\"]}e.exports=function(t,e,r,s){r(\"autotypenumbers\",s.autotypenumbersDflt),\"-\"===r(\"type\",(s.splomStash||{}).type)&&(!function(t,e){if(\"-\"!==t.type)return;var r,s=t._id,l=s.charAt(0);-1!==s.indexOf(\"scene\")&&(s=l);var c=function(t,e,r){for(var n=0;n<t.length;n++){var i=t[n];if(\"splom\"===i.type&&i._length>0&&(i[\"_\"+r+\"axes\"]||{})[e])return i;if((i[r+\"axis\"]||r)===e){if(o(i,r))return i;if((i[r]||[]).length||i[r+\"0\"])return i}}}(e,s,l);if(!c)return;if(\"histogram\"===c.type&&l==={v:\"y\",h:\"x\"}[c.orientation||\"v\"])return void(t.type=\"linear\");var u=l+\"calendar\",f=c[u],h={noMultiCategory:!n(c,\"cartesian\")||n(c,\"noMultiCategory\")};\"box\"===c.type&&c._hasPreCompStats&&l==={h:\"x\",v:\"y\"}[c.orientation||\"v\"]&&(h.noMultiCategory=!0);if(h.autotypenumbers=t.autotypenumbers,o(c,l)){var p=a(c),d=[];for(r=0;r<e.length;r++){var g=e[r];n(g,\"box-violin\")&&(g[l+\"axis\"]||l)===s&&(void 0!==g[p]?d.push(g[p][0]):void 0!==g.name?d.push(g.name):d.push(\"text\"),g[u]!==f&&(f=void 0))}t.type=i(d,f,h)}else if(\"splom\"===c.type){var m=c.dimensions[c._axesDim[s]];m.visible&&(t.type=i(m.values,f,h))}else t.type=i(c[l]||[c[l+\"0\"]],f,h)}(e,s.data),\"-\"===e.type?e.type=\"linear\":t.type=e.type)}},{\"../../registry\":911,\"./axis_autotype\":829}],854:[function(t,e,r){\"use strict\";var n=t(\"../registry\"),i=t(\"../lib\");function a(t,e,r){var n,a,o,s=!1;if(\"data\"===e.type)n=t._fullData[null!==e.traces?e.traces[0]:0];else{if(\"layout\"!==e.type)return!1;n=t._fullLayout}return a=i.nestedProperty(n,e.prop).get(),(o=r[e.type]=r[e.type]||{}).hasOwnProperty(e.prop)&&o[e.prop]!==a&&(s=!0),o[e.prop]=a,{changed:s,value:a}}function o(t,e){var r=[],n=e[0],a={};if(\"string\"==typeof n)a[n]=e[1];else{if(!i.isPlainObject(n))return r;a=n}return l(a,(function(t,e,n){r.push({type:\"layout\",prop:t,value:n})}),\"\",0),r}function s(t,e){var r,n,a,o,s=[];if(n=e[0],a=e[1],r=e[2],o={},\"string\"==typeof n)o[n]=a;else{if(!i.isPlainObject(n))return s;o=n,void 0===r&&(r=a)}return void 0===r&&(r=null),l(o,(function(e,n,i){var a,o;if(Array.isArray(i)){o=i.slice();var l=Math.min(o.length,t.data.length);r&&(l=Math.min(l,r.length)),a=[];for(var c=0;c<l;c++)a[c]=r?r[c]:c}else o=i,a=r?r.slice():null;if(null===a)Array.isArray(o)&&(o=o[0]);else if(Array.isArray(a)){if(!Array.isArray(o)){var u=o;o=[];for(var f=0;f<a.length;f++)o[f]=u}o.length=Math.min(a.length,o.length)}s.push({type:\"data\",prop:e,traces:a,value:o})}),\"\",0),s}function l(t,e,r,n){Object.keys(t).forEach((function(a){var o=t[a];if(\"_\"!==a[0]){var s=r+(n>0?\".\":\"\")+a;i.isPlainObject(o)?l(o,e,s,n+1):e(s,a,o)}}))}r.manageCommandObserver=function(t,e,n,o){var s={},l=!0;e&&e._commandObserver&&(s=e._commandObserver),s.cache||(s.cache={}),s.lookupTable={};var c=r.hasSimpleAPICommandBindings(t,n,s.lookupTable);if(e&&e._commandObserver){if(c)return s;if(e._commandObserver.remove)return e._commandObserver.remove(),e._commandObserver=null,s}if(c){a(t,c,s.cache),s.check=function(){if(l){var e=a(t,c,s.cache);return e.changed&&o&&void 0!==s.lookupTable[e.value]&&(s.disable(),Promise.resolve(o({value:e.value,type:c.type,prop:c.prop,traces:c.traces,index:s.lookupTable[e.value]})).then(s.enable,s.enable)),e.changed}};for(var u=[\"plotly_relayout\",\"plotly_redraw\",\"plotly_restyle\",\"plotly_update\",\"plotly_animatingframe\",\"plotly_afterplot\"],f=0;f<u.length;f++)t._internalOn(u[f],s.check);s.remove=function(){for(var e=0;e<u.length;e++)t._removeInternalListener(u[e],s.check)}}else i.log(\"Unable to automatically bind plot updates to API command\"),s.lookupTable={},s.remove=function(){};return s.disable=function(){l=!1},s.enable=function(){l=!0},e&&(e._commandObserver=s),s},r.hasSimpleAPICommandBindings=function(t,e,n){var i,a,o=e.length;for(i=0;i<o;i++){var s,l=e[i],c=l.method,u=l.args;if(Array.isArray(u)||(u=[]),!c)return!1;var f=r.computeAPICommandBindings(t,c,u);if(1!==f.length)return!1;if(a){if((s=f[0]).type!==a.type)return!1;if(s.prop!==a.prop)return!1;if(Array.isArray(a.traces)){if(!Array.isArray(s.traces))return!1;s.traces.sort();for(var h=0;h<a.traces.length;h++)if(a.traces[h]!==s.traces[h])return!1}else if(s.prop!==a.prop)return!1}else a=f[0],Array.isArray(a.traces)&&a.traces.sort();var p=(s=f[0]).value;if(Array.isArray(p)){if(1!==p.length)return!1;p=p[0]}n&&(n[p]=i)}return a},r.executeAPICommand=function(t,e,r){if(\"skip\"===e)return Promise.resolve();var a=n.apiMethodRegistry[e],o=[t];Array.isArray(r)||(r=[]);for(var s=0;s<r.length;s++)o.push(r[s]);return a.apply(null,o).catch((function(t){return i.warn(\"API call to Plotly.\"+e+\" rejected.\",t),Promise.reject(t)}))},r.computeAPICommandBindings=function(t,e,r){var n;switch(Array.isArray(r)||(r=[]),e){case\"restyle\":n=s(t,r);break;case\"relayout\":n=o(t,r);break;case\"update\":n=s(t,[r[0],r[2]]).concat(o(t,[r[1]]));break;case\"animate\":n=function(t,e){return Array.isArray(e[0])&&1===e[0].length&&-1!==[\"string\",\"number\"].indexOf(typeof e[0][0])?[{type:\"layout\",prop:\"_currentFrame\",value:e[0][0].toString()}]:[]}(0,r);break;default:n=[]}return n}},{\"../lib\":778,\"../registry\":911}],855:[function(t,e,r){\"use strict\";var n=t(\"../lib/extend\").extendFlat;r.attributes=function(t,e){e=e||{};var r={valType:\"info_array\",editType:(t=t||{}).editType,items:[{valType:\"number\",min:0,max:1,editType:t.editType},{valType:\"number\",min:0,max:1,editType:t.editType}],dflt:[0,1]},i=(t.name&&t.name,t.trace,e.description&&e.description,{x:n({},r,{}),y:n({},r,{}),editType:t.editType});return t.noGridCell||(i.row={valType:\"integer\",min:0,dflt:0,editType:t.editType},i.column={valType:\"integer\",min:0,dflt:0,editType:t.editType}),i},r.defaults=function(t,e,r,n){var i=n&&n.x||[0,1],a=n&&n.y||[0,1],o=e.grid;if(o){var s=r(\"domain.column\");void 0!==s&&(s<o.columns?i=o._domains.x[s]:delete t.domain.column);var l=r(\"domain.row\");void 0!==l&&(l<o.rows?a=o._domains.y[l]:delete t.domain.row)}var c=r(\"domain.x\",i),u=r(\"domain.y\",a);c[0]<c[1]||(t.domain.x=i.slice()),u[0]<u[1]||(t.domain.y=a.slice())}},{\"../lib/extend\":768}],856:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.editType,r=t.colorEditType;void 0===r&&(r=e);var n={family:{valType:\"string\",noBlank:!0,strict:!0,editType:e},size:{valType:\"number\",min:1,editType:e},color:{valType:\"color\",editType:r},editType:e};return t.arrayOk&&(n.family.arrayOk=!0,n.size.arrayOk=!0,n.color.arrayOk=!0),n}},{}],857:[function(t,e,r){\"use strict\";e.exports={_isLinkedToArray:\"frames_entry\",group:{valType:\"string\"},name:{valType:\"string\"},traces:{valType:\"any\"},baseframe:{valType:\"string\"},data:{valType:\"any\"},layout:{valType:\"any\"}}},{}],858:[function(t,e,r){\"use strict\";r.projNames={equirectangular:\"equirectangular\",mercator:\"mercator\",orthographic:\"orthographic\",\"natural earth\":\"naturalEarth\",kavrayskiy7:\"kavrayskiy7\",miller:\"miller\",robinson:\"robinson\",eckert4:\"eckert4\",\"azimuthal equal area\":\"azimuthalEqualArea\",\"azimuthal equidistant\":\"azimuthalEquidistant\",\"conic equal area\":\"conicEqualArea\",\"conic conformal\":\"conicConformal\",\"conic equidistant\":\"conicEquidistant\",gnomonic:\"gnomonic\",stereographic:\"stereographic\",mollweide:\"mollweide\",hammer:\"hammer\",\"transverse mercator\":\"transverseMercator\",\"albers usa\":\"albersUsa\",\"winkel tripel\":\"winkel3\",aitoff:\"aitoff\",sinusoidal:\"sinusoidal\"},r.axesNames=[\"lonaxis\",\"lataxis\"],r.lonaxisSpan={orthographic:180,\"azimuthal equal area\":360,\"azimuthal equidistant\":360,\"conic conformal\":180,gnomonic:160,stereographic:180,\"transverse mercator\":180,\"*\":360},r.lataxisSpan={\"conic conformal\":150,stereographic:179.5,\"*\":180},r.scopeDefaults={world:{lonaxisRange:[-180,180],lataxisRange:[-90,90],projType:\"equirectangular\",projRotate:[0,0,0]},usa:{lonaxisRange:[-180,-50],lataxisRange:[15,80],projType:\"albers usa\"},europe:{lonaxisRange:[-30,60],lataxisRange:[30,85],projType:\"conic conformal\",projRotate:[15,0,0],projParallels:[0,60]},asia:{lonaxisRange:[22,160],lataxisRange:[-15,55],projType:\"mercator\",projRotate:[0,0,0]},africa:{lonaxisRange:[-30,60],lataxisRange:[-40,40],projType:\"mercator\",projRotate:[0,0,0]},\"north america\":{lonaxisRange:[-180,-45],lataxisRange:[5,85],projType:\"conic conformal\",projRotate:[-100,0,0],projParallels:[29.5,45.5]},\"south america\":{lonaxisRange:[-100,-30],lataxisRange:[-60,15],projType:\"mercator\",projRotate:[0,0,0]}},r.clipPad=.001,r.precision=.1,r.landColor=\"#F0DC82\",r.waterColor=\"#3399FF\",r.locationmodeToLayer={\"ISO-3\":\"countries\",\"USA-states\":\"subunits\",\"country names\":\"countries\"},r.sphereSVG={type:\"Sphere\"},r.fillLayers={ocean:1,land:1,lakes:1},r.lineLayers={subunits:1,countries:1,coastlines:1,rivers:1,frame:1},r.layers=[\"bg\",\"ocean\",\"land\",\"lakes\",\"subunits\",\"countries\",\"coastlines\",\"rivers\",\"lataxis\",\"lonaxis\",\"frame\",\"backplot\",\"frontplot\"],r.layersForChoropleth=[\"bg\",\"ocean\",\"land\",\"subunits\",\"countries\",\"coastlines\",\"lataxis\",\"lonaxis\",\"frame\",\"backplot\",\"rivers\",\"lakes\",\"frontplot\"],r.layerNameToAdjective={ocean:\"ocean\",land:\"land\",lakes:\"lake\",subunits:\"subunit\",countries:\"country\",coastlines:\"coastline\",rivers:\"river\",frame:\"frame\"}},{}],859:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../registry\"),a=t(\"../../lib\"),o=a.strTranslate,s=t(\"../../components/color\"),l=t(\"../../components/drawing\"),c=t(\"../../components/fx\"),u=t(\"../plots\"),f=t(\"../cartesian/axes\"),h=t(\"../cartesian/autorange\").getAutoRange,p=t(\"../../components/dragelement\"),d=t(\"../cartesian/select\").prepSelect,g=t(\"../cartesian/select\").clearSelect,m=t(\"../cartesian/select\").selectOnClick,v=t(\"./zoom\"),y=t(\"./constants\"),x=t(\"../../lib/geo_location_utils\"),b=t(\"../../lib/topojson_utils\"),_=t(\"topojson-client\").feature;function w(t){this.id=t.id,this.graphDiv=t.graphDiv,this.container=t.container,this.topojsonURL=t.topojsonURL,this.isStatic=t.staticPlot,this.topojsonName=null,this.topojson=null,this.projection=null,this.scope=null,this.viewInitial=null,this.fitScale=null,this.bounds=null,this.midPt=null,this.hasChoropleth=!1,this.traceHash={},this.layers={},this.basePaths={},this.dataPaths={},this.dataPoints={},this.clipDef=null,this.clipRect=null,this.bgRect=null,this.makeFramework()}t(\"./projections\")(n);var T=w.prototype;function k(t,e){var r=y.clipPad,n=t[0]+r,i=t[1]-r,a=e[0]+r,o=e[1]-r;n>0&&i<0&&(i+=360);var s=(i-n)/4;return{type:\"Polygon\",coordinates:[[[n,a],[n,o],[n+s,o],[n+2*s,o],[n+3*s,o],[i,o],[i,a],[i-s,a],[i-2*s,a],[i-3*s,a],[n,a]]]}}e.exports=function(t){return new w(t)},T.plot=function(t,e,r){var n=this,i=e[this.id],a=[],o=!1;for(var s in y.layerNameToAdjective)if(\"frame\"!==s&&i[\"show\"+s]){o=!0;break}for(var l=0;l<t.length;l++)if(t[0][0].trace.locationmode){o=!0;break}if(o){var c=b.getTopojsonName(i);null!==n.topojson&&c===n.topojsonName||(n.topojsonName=c,void 0===PlotlyGeoAssets.topojson[n.topojsonName]&&a.push(n.fetchTopojson()))}a=a.concat(x.fetchTraceGeoData(t)),r.push(new Promise((function(r,i){Promise.all(a).then((function(){n.topojson=PlotlyGeoAssets.topojson[n.topojsonName],n.update(t,e),r()})).catch(i)})))},T.fetchTopojson=function(){var t=this,e=b.getTopojsonPath(t.topojsonURL,t.topojsonName);return new Promise((function(r,i){n.json(e,(function(n,a){if(n)return 404===n.status?i(new Error([\"plotly.js could not find topojson file at\",e,\".\",\"Make sure the *topojsonURL* plot config option\",\"is set properly.\"].join(\" \"))):i(new Error([\"unexpected error while fetching topojson file at\",e].join(\" \")));PlotlyGeoAssets.topojson[t.topojsonName]=a,r()}))}))},T.update=function(t,e){var r=e[this.id];this.hasChoropleth=!1;for(var n=0;n<t.length;n++){var i=t[n],a=i[0].trace;\"choropleth\"===a.type&&(this.hasChoropleth=!0),!0===a.visible&&a._length>0&&a._module.calcGeoJSON(i,e)}if(!this.updateProjection(t,e)){this.viewInitial&&this.scope===r.scope||this.saveViewInitial(r),this.scope=r.scope,this.updateBaseLayers(e,r),this.updateDims(e,r),this.updateFx(e,r),u.generalUpdatePerTraceModule(this.graphDiv,this,t,r);var o=this.layers.frontplot.select(\".scatterlayer\");this.dataPoints.point=o.selectAll(\".point\"),this.dataPoints.text=o.selectAll(\"text\"),this.dataPaths.line=o.selectAll(\".js-line\");var s=this.layers.backplot.select(\".choroplethlayer\");this.dataPaths.choropleth=s.selectAll(\"path\"),this.render()}},T.updateProjection=function(t,e){var r=this.graphDiv,o=e[this.id],s=e._size,l=o.domain,c=o.projection,u=o.lonaxis,f=o.lataxis,p=u._ax,d=f._ax,g=this.projection=function(t){for(var e=t.projection.type,r=n.geo[y.projNames[e]](),i=t._isClipped?y.lonaxisSpan[e]/2:null,a=[\"center\",\"rotate\",\"parallels\",\"clipExtent\"],o=function(t){return t?r:[]},s=0;s<a.length;s++){var l=a[s];\"function\"!=typeof r[l]&&(r[l]=o)}r.isLonLatOverEdges=function(t){if(null===r(t))return!0;if(i){var e=r.rotate();return n.geo.distance(t,[-e[0],-e[1]])>i*Math.PI/180}return!1},r.getPath=function(){return n.geo.path().projection(r)},r.getBounds=function(t){return r.getPath().bounds(t)},r.fitExtent=function(t,e){var n=t[1][0]-t[0][0],i=t[1][1]-t[0][1],a=r.clipExtent&&r.clipExtent();r.scale(150).translate([0,0]),a&&r.clipExtent(null);var o=r.getBounds(e),s=Math.min(n/(o[1][0]-o[0][0]),i/(o[1][1]-o[0][1])),l=+t[0][0]+(n-s*(o[1][0]+o[0][0]))/2,c=+t[0][1]+(i-s*(o[1][1]+o[0][1]))/2;return a&&r.clipExtent(a),r.scale(150*s).translate([l,c])},r.precision(y.precision),i&&r.clipAngle(i-y.clipPad);return r}(o),m=[[s.l+s.w*l.x[0],s.t+s.h*(1-l.y[1])],[s.l+s.w*l.x[1],s.t+s.h*(1-l.y[0])]],v=o.center||{},x=c.rotation||{},b=u.range||[],_=f.range||[];if(o.fitbounds){p._length=m[1][0]-m[0][0],d._length=m[1][1]-m[0][1],p.range=h(r,p),d.range=h(r,d);var w=(p.range[0]+p.range[1])/2,T=(d.range[0]+d.range[1])/2;if(o._isScoped)v={lon:w,lat:T};else if(o._isClipped){v={lon:w,lat:T},x={lon:w,lat:T,roll:x.roll};var M=c.type,A=y.lonaxisSpan[M]/2||180,S=y.lataxisSpan[M]/2||90;b=[w-A,w+A],_=[T-S,T+S]}else v={lon:w,lat:T},x={lon:w,lat:x.lat,roll:x.roll}}g.center([v.lon-x.lon,v.lat-x.lat]).rotate([-x.lon,-x.lat,x.roll]).parallels(c.parallels);var E=k(b,_);g.fitExtent(m,E);var C=this.bounds=g.getBounds(E),L=this.fitScale=g.scale(),I=g.translate();if(!isFinite(C[0][0])||!isFinite(C[0][1])||!isFinite(C[1][0])||!isFinite(C[1][1])||isNaN(I[0])||isNaN(I[0])){for(var P=[\"fitbounds\",\"projection.rotation\",\"center\",\"lonaxis.range\",\"lataxis.range\"],z=\"Invalid geo settings, relayout'ing to default view.\",O={},D=0;D<P.length;D++)O[this.id+\".\"+P[D]]=null;return this.viewInitial=null,a.warn(z),r._promises.push(i.call(\"relayout\",r,O)),z}if(o.fitbounds){var R=g.getBounds(k(p.range,d.range)),F=Math.min((C[1][0]-C[0][0])/(R[1][0]-R[0][0]),(C[1][1]-C[0][1])/(R[1][1]-R[0][1]));isFinite(F)?g.scale(F*L):a.warn(\"Something went wrong during\"+this.id+\"fitbounds computations.\")}else g.scale(c.scale*L);var B=this.midPt=[(C[0][0]+C[1][0])/2,(C[0][1]+C[1][1])/2];if(g.translate([I[0]+(B[0]-I[0]),I[1]+(B[1]-I[1])]).clipExtent(C),o._isAlbersUsa){var N=g([v.lon,v.lat]),j=g.translate();g.translate([j[0]-(N[0]-j[0]),j[1]-(N[1]-j[1])])}},T.updateBaseLayers=function(t,e){var r=this,i=r.topojson,a=r.layers,o=r.basePaths;function c(t){return\"lonaxis\"===t||\"lataxis\"===t}function u(t){return Boolean(y.lineLayers[t])}function h(t){return Boolean(y.fillLayers[t])}var p=(this.hasChoropleth?y.layersForChoropleth:y.layers).filter((function(t){return u(t)||h(t)?e[\"show\"+t]:!c(t)||e[t].showgrid})),d=r.framework.selectAll(\".layer\").data(p,String);d.exit().each((function(t){delete a[t],delete o[t],n.select(this).remove()})),d.enter().append(\"g\").attr(\"class\",(function(t){return\"layer \"+t})).each((function(t){var e=a[t]=n.select(this);\"bg\"===t?r.bgRect=e.append(\"rect\").style(\"pointer-events\",\"all\"):c(t)?o[t]=e.append(\"path\").style(\"fill\",\"none\"):\"backplot\"===t?e.append(\"g\").classed(\"choroplethlayer\",!0):\"frontplot\"===t?e.append(\"g\").classed(\"scatterlayer\",!0):u(t)?o[t]=e.append(\"path\").style(\"fill\",\"none\").style(\"stroke-miterlimit\",2):h(t)&&(o[t]=e.append(\"path\").style(\"stroke\",\"none\"))})),d.order(),d.each((function(r){var n=o[r],a=y.layerNameToAdjective[r];\"frame\"===r?n.datum(y.sphereSVG):u(r)||h(r)?n.datum(_(i,i.objects[r])):c(r)&&n.datum(function(t,e,r){var n,i,a,o=e[t],s=y.scopeDefaults[e.scope];\"lonaxis\"===t?(n=s.lonaxisRange,i=s.lataxisRange,a=function(t,e){return[t,e]}):\"lataxis\"===t&&(n=s.lataxisRange,i=s.lonaxisRange,a=function(t,e){return[e,t]});var l={type:\"linear\",range:[n[0],n[1]-1e-6],tick0:o.tick0,dtick:o.dtick};f.setConvert(l,r);var c=f.calcTicks(l);e.isScoped||\"lonaxis\"!==t||c.pop();for(var u=c.length,h=new Array(u),p=0;p<u;p++)for(var d=c[p].x,g=h[p]=[],m=i[0];m<i[1]+2.5;m+=2.5)g.push(a(d,m));return{type:\"MultiLineString\",coordinates:h}}(r,e,t)).call(s.stroke,e[r].gridcolor).call(l.dashLine,\"\",e[r].gridwidth),u(r)?n.call(s.stroke,e[a+\"color\"]).call(l.dashLine,\"\",e[a+\"width\"]):h(r)&&n.call(s.fill,e[a+\"color\"])}))},T.updateDims=function(t,e){var r=this.bounds,n=(e.framewidth||0)/2,i=r[0][0]-n,a=r[0][1]-n,o=r[1][0]-i+n,c=r[1][1]-a+n;l.setRect(this.clipRect,i,a,o,c),this.bgRect.call(l.setRect,i,a,o,c).call(s.fill,e.bgcolor),this.xaxis._offset=i,this.xaxis._length=o,this.yaxis._offset=a,this.yaxis._length=c},T.updateFx=function(t,e){var r=this,a=r.graphDiv,o=r.bgRect,s=t.dragmode,l=t.clickmode;if(!r.isStatic){var u;\"select\"===s?u=function(t,e){(t.range={})[r.id]=[h([e.xmin,e.ymin]),h([e.xmax,e.ymax])]}:\"lasso\"===s&&(u=function(t,e,n){(t.lassoPoints={})[r.id]=n.filtered.map(h)});var f={element:r.bgRect.node(),gd:a,plotinfo:{id:r.id,xaxis:r.xaxis,yaxis:r.yaxis,fillRangeItems:u},xaxes:[r.xaxis],yaxes:[r.yaxis],subplot:r.id,clickFn:function(t){2===t&&g(a)}};\"pan\"===s?(o.node().onmousedown=null,o.call(v(r,e)),o.on(\"dblclick.zoom\",(function(){var t=r.viewInitial,e={};for(var n in t)e[r.id+\".\"+n]=t[n];i.call(\"_guiRelayout\",a,e),a.emit(\"plotly_doubleclick\",null)})),a._context._scrollZoom.geo||o.on(\"wheel.zoom\",null)):\"select\"!==s&&\"lasso\"!==s||(o.on(\".zoom\",null),f.prepFn=function(t,e,r){d(t,e,r,f,s)},p.init(f)),o.on(\"mousemove\",(function(){var t=r.projection.invert(n.mouse(this));if(!t||isNaN(t[0])||isNaN(t[1]))return p.unhover(a,n.event);r.xaxis.p2c=function(){return t[0]},r.yaxis.p2c=function(){return t[1]},c.hover(a,n.event,r.id)})),o.on(\"mouseout\",(function(){a._dragging||p.unhover(a,n.event)})),o.on(\"click\",(function(){\"select\"!==s&&\"lasso\"!==s&&(l.indexOf(\"select\")>-1&&m(n.event,a,[r.xaxis],[r.yaxis],r.id,f),l.indexOf(\"event\")>-1&&c.click(a,n.event))}))}function h(t){return r.projection.invert([t[0]+r.xaxis._offset,t[1]+r.yaxis._offset])}},T.makeFramework=function(){var t=this,e=t.graphDiv,r=e._fullLayout,i=\"clip\"+r._uid+t.id;t.clipDef=r._clips.append(\"clipPath\").attr(\"id\",i),t.clipRect=t.clipDef.append(\"rect\"),t.framework=n.select(t.container).append(\"g\").attr(\"class\",\"geo \"+t.id).call(l.setClipUrl,i,e),t.project=function(e){var r=t.projection(e);return r?[r[0]-t.xaxis._offset,r[1]-t.yaxis._offset]:[null,null]},t.xaxis={_id:\"x\",c2p:function(e){return t.project(e)[0]}},t.yaxis={_id:\"y\",c2p:function(e){return t.project(e)[1]}},t.mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},f.setConvert(t.mockAxis,r)},T.saveViewInitial=function(t){var e,r=t.center||{},n=t.projection,i=n.rotation||{};this.viewInitial={fitbounds:t.fitbounds,\"projection.scale\":n.scale},e=t._isScoped?{\"center.lon\":r.lon,\"center.lat\":r.lat}:t._isClipped?{\"projection.rotation.lon\":i.lon,\"projection.rotation.lat\":i.lat}:{\"center.lon\":r.lon,\"center.lat\":r.lat,\"projection.rotation.lon\":i.lon},a.extendFlat(this.viewInitial,e)},T.render=function(){var t,e=this.projection,r=e.getPath();function n(t){var r=e(t.lonlat);return r?o(r[0],r[1]):null}function i(t){return e.isLonLatOverEdges(t.lonlat)?\"none\":null}for(t in this.basePaths)this.basePaths[t].attr(\"d\",r);for(t in this.dataPaths)this.dataPaths[t].attr(\"d\",(function(t){return r(t.geojson)}));for(t in this.dataPoints)this.dataPoints[t].attr(\"display\",i).attr(\"transform\",n)}},{\"../../components/color\":643,\"../../components/dragelement\":662,\"../../components/drawing\":665,\"../../components/fx\":683,\"../../lib\":778,\"../../lib/geo_location_utils\":771,\"../../lib/topojson_utils\":806,\"../../registry\":911,\"../cartesian/autorange\":827,\"../cartesian/axes\":828,\"../cartesian/select\":847,\"../plots\":891,\"./constants\":858,\"./projections\":863,\"./zoom\":864,d3:169,\"topojson-client\":579}],860:[function(t,e,r){\"use strict\";var n=t(\"../../plots/get_data\").getSubplotCalcData,i=t(\"../../lib\").counterRegex,a=t(\"./geo\"),o=\"geo\",s=i(o),l={};l.geo={valType:\"subplotid\",dflt:o,editType:\"calc\"},e.exports={attr:o,name:o,idRoot:o,idRegex:s,attrRegex:s,attributes:l,layoutAttributes:t(\"./layout_attributes\"),supplyLayoutDefaults:t(\"./layout_defaults\"),plot:function(t){for(var e=t._fullLayout,r=t.calcdata,i=e._subplots.geo,s=0;s<i.length;s++){var l=i[s],c=n(r,o,l),u=e[l]._subplot;u||(u=a({id:l,graphDiv:t,container:e._geolayer.node(),topojsonURL:t._context.topojsonURL,staticPlot:t._context.staticPlot}),e[l]._subplot=u),u.plot(c,e,t._promises)}},updateFx:function(t){for(var e=t._fullLayout,r=e._subplots.geo,n=0;n<r.length;n++){var i=e[r[n]];i._subplot.updateFx(e,i)}},clean:function(t,e,r,n){for(var i=n._subplots.geo||[],a=0;a<i.length;a++){var o=i[a],s=n[o]._subplot;!e[o]&&s&&(s.framework.remove(),s.clipDef.remove())}}}},{\"../../lib\":778,\"../../plots/get_data\":865,\"./geo\":859,\"./layout_attributes\":861,\"./layout_defaults\":862}],861:[function(t,e,r){\"use strict\";var n=t(\"../../components/color/attributes\"),i=t(\"../domain\").attributes,a=t(\"./constants\"),o=t(\"../../plot_api/edit_types\").overrideAll,s={range:{valType:\"info_array\",items:[{valType:\"number\"},{valType:\"number\"}]},showgrid:{valType:\"boolean\",dflt:!1},tick0:{valType:\"number\",dflt:0},dtick:{valType:\"number\"},gridcolor:{valType:\"color\",dflt:n.lightLine},gridwidth:{valType:\"number\",min:0,dflt:1}};(e.exports=o({domain:i({name:\"geo\"},{}),fitbounds:{valType:\"enumerated\",values:[!1,\"locations\",\"geojson\"],dflt:!1,editType:\"plot\"},resolution:{valType:\"enumerated\",values:[110,50],dflt:110,coerceNumber:!0},scope:{valType:\"enumerated\",values:Object.keys(a.scopeDefaults),dflt:\"world\"},projection:{type:{valType:\"enumerated\",values:Object.keys(a.projNames)},rotation:{lon:{valType:\"number\"},lat:{valType:\"number\"},roll:{valType:\"number\"}},parallels:{valType:\"info_array\",items:[{valType:\"number\"},{valType:\"number\"}]},scale:{valType:\"number\",min:0,dflt:1}},center:{lon:{valType:\"number\"},lat:{valType:\"number\"}},visible:{valType:\"boolean\",dflt:!0},showcoastlines:{valType:\"boolean\"},coastlinecolor:{valType:\"color\",dflt:n.defaultLine},coastlinewidth:{valType:\"number\",min:0,dflt:1},showland:{valType:\"boolean\",dflt:!1},landcolor:{valType:\"color\",dflt:a.landColor},showocean:{valType:\"boolean\",dflt:!1},oceancolor:{valType:\"color\",dflt:a.waterColor},showlakes:{valType:\"boolean\",dflt:!1},lakecolor:{valType:\"color\",dflt:a.waterColor},showrivers:{valType:\"boolean\",dflt:!1},rivercolor:{valType:\"color\",dflt:a.waterColor},riverwidth:{valType:\"number\",min:0,dflt:1},showcountries:{valType:\"boolean\"},countrycolor:{valType:\"color\",dflt:n.defaultLine},countrywidth:{valType:\"number\",min:0,dflt:1},showsubunits:{valType:\"boolean\"},subunitcolor:{valType:\"color\",dflt:n.defaultLine},subunitwidth:{valType:\"number\",min:0,dflt:1},showframe:{valType:\"boolean\"},framecolor:{valType:\"color\",dflt:n.defaultLine},framewidth:{valType:\"number\",min:0,dflt:1},bgcolor:{valType:\"color\",dflt:n.background},lonaxis:s,lataxis:s},\"plot\",\"from-root\")).uirevision={valType:\"any\",editType:\"none\"}},{\"../../components/color/attributes\":642,\"../../plot_api/edit_types\":810,\"../domain\":855,\"./constants\":858}],862:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../subplot_defaults\"),a=t(\"../get_data\").getSubplotData,o=t(\"./constants\"),s=t(\"./layout_attributes\"),l=o.axesNames;function c(t,e,r,i){var s=a(i.fullData,\"geo\",i.id).map((function(t){return t._expandedIndex})),c=r(\"resolution\"),u=r(\"scope\"),f=o.scopeDefaults[u],h=r(\"projection.type\",f.projType),p=e._isAlbersUsa=\"albers usa\"===h;p&&(u=e.scope=\"usa\");var d=e._isScoped=\"world\"!==u,g=e._isConic=-1!==h.indexOf(\"conic\"),m=e._isClipped=!!o.lonaxisSpan[h];if(!1===t.visible){var v=n.extendDeep({},e._template);v.showcoastlines=!1,v.showcountries=!1,v.showframe=!1,v.showlakes=!1,v.showland=!1,v.showocean=!1,v.showrivers=!1,v.showsubunits=!1,v.lonaxis&&(v.lonaxis.showgrid=!1),v.lataxis&&(v.lataxis.showgrid=!1),e._template=v}for(var y=r(\"visible\"),x=0;x<l.length;x++){var b,_=l[x],w=[30,10][x];if(d)b=f[_+\"Range\"];else{var T=o[_+\"Span\"],k=(T[h]||T[\"*\"])/2,M=r(\"projection.rotation.\"+_.substr(0,3),f.projRotate[x]);b=[M-k,M+k]}var A=r(_+\".range\",b);r(_+\".tick0\"),r(_+\".dtick\",w),r(_+\".showgrid\",!!y&&void 0)&&(r(_+\".gridcolor\"),r(_+\".gridwidth\")),e[_]._ax={type:\"linear\",_id:_.slice(0,3),_traceIndices:s,setScale:n.identity,c2l:n.identity,r2l:n.identity,autorange:!0,range:A.slice(),_m:1,_input:{}}}var S=e.lonaxis.range,E=e.lataxis.range,C=S[0],L=S[1];C>0&&L<0&&(L+=360);var I,P,z,O=(C+L)/2;if(!p){var D=d?f.projRotate:[O,0,0];I=r(\"projection.rotation.lon\",D[0]),r(\"projection.rotation.lat\",D[1]),r(\"projection.rotation.roll\",D[2]),r(\"showcoastlines\",!d&&y)&&(r(\"coastlinecolor\"),r(\"coastlinewidth\")),r(\"showocean\",!!y&&void 0)&&r(\"oceancolor\")}(p?(P=-96.6,z=38.7):(P=d?O:I,z=(E[0]+E[1])/2),r(\"center.lon\",P),r(\"center.lat\",z),g)&&r(\"projection.parallels\",f.projParallels||[0,60]);r(\"projection.scale\"),r(\"showland\",!!y&&void 0)&&r(\"landcolor\"),r(\"showlakes\",!!y&&void 0)&&r(\"lakecolor\"),r(\"showrivers\",!!y&&void 0)&&(r(\"rivercolor\"),r(\"riverwidth\")),r(\"showcountries\",d&&\"usa\"!==u&&y)&&(r(\"countrycolor\"),r(\"countrywidth\")),(\"usa\"===u||\"north america\"===u&&50===c)&&(r(\"showsubunits\",y),r(\"subunitcolor\"),r(\"subunitwidth\")),d||r(\"showframe\",y)&&(r(\"framecolor\"),r(\"framewidth\")),r(\"bgcolor\"),r(\"fitbounds\")&&(delete e.projection.scale,d?(delete e.center.lon,delete e.center.lat):m?(delete e.center.lon,delete e.center.lat,delete e.projection.rotation.lon,delete e.projection.rotation.lat,delete e.lonaxis.range,delete e.lataxis.range):(delete e.center.lon,delete e.center.lat,delete e.projection.rotation.lon))}e.exports=function(t,e,r){i(t,e,r,{type:\"geo\",attributes:s,handleDefaults:c,fullData:r,partition:\"y\"})}},{\"../../lib\":778,\"../get_data\":865,\"../subplot_defaults\":905,\"./constants\":858,\"./layout_attributes\":861}],863:[function(t,e,r){\"use strict\";e.exports=function(t){function e(t,e){return{type:\"Feature\",id:t.id,properties:t.properties,geometry:r(t.geometry,e)}}function r(e,n){if(!e)return null;if(\"GeometryCollection\"===e.type)return{type:\"GeometryCollection\",geometries:object.geometries.map((function(t){return r(t,n)}))};if(!c.hasOwnProperty(e.type))return null;var i=c[e.type];return t.geo.stream(e,n(i)),i.result()}t.geo.project=function(t,e){var i=e.stream;if(!i)throw new Error(\"not yet supported\");return(t&&n.hasOwnProperty(t.type)?n[t.type]:r)(t,i)};var n={Feature:e,FeatureCollection:function(t,r){return{type:\"FeatureCollection\",features:t.features.map((function(t){return e(t,r)}))}}},i=[],a=[],o={point:function(t,e){i.push([t,e])},result:function(){var t=i.length?i.length<2?{type:\"Point\",coordinates:i[0]}:{type:\"MultiPoint\",coordinates:i}:null;return i=[],t}},s={lineStart:u,point:function(t,e){i.push([t,e])},lineEnd:function(){i.length&&(a.push(i),i=[])},result:function(){var t=a.length?a.length<2?{type:\"LineString\",coordinates:a[0]}:{type:\"MultiLineString\",coordinates:a}:null;return a=[],t}},l={polygonStart:u,lineStart:u,point:function(t,e){i.push([t,e])},lineEnd:function(){var t=i.length;if(t){do{i.push(i[0].slice())}while(++t<4);a.push(i),i=[]}},polygonEnd:u,result:function(){if(!a.length)return null;var t=[],e=[];return a.forEach((function(r){!function(t){if((e=t.length)<4)return!1;var e,r=0,n=t[e-1][1]*t[0][0]-t[e-1][0]*t[0][1];for(;++r<e;)n+=t[r-1][1]*t[r][0]-t[r-1][0]*t[r][1];return n<=0}(r)?e.push(r):t.push([r])})),e.forEach((function(e){var r=e[0];t.some((function(t){if(function(t,e){for(var r=e[0],n=e[1],i=!1,a=0,o=t.length,s=o-1;a<o;s=a++){var l=t[a],c=l[0],u=l[1],f=t[s],h=f[0],p=f[1];u>n^p>n&&r<(h-c)*(n-u)/(p-u)+c&&(i=!i)}return i}(t[0],r))return t.push(e),!0}))||t.push([e])})),a=[],t.length?t.length>1?{type:\"MultiPolygon\",coordinates:t}:{type:\"Polygon\",coordinates:t[0]}:null}},c={Point:o,MultiPoint:o,LineString:s,MultiLineString:s,Polygon:l,MultiPolygon:l,Sphere:l};function u(){}var f=1e-6,h=Math.PI,p=h/2,d=(Math.sqrt(h),h/180),g=180/h;function m(t){return t>1?p:t<-1?-p:Math.asin(t)}function v(t){return t>1?0:t<-1?h:Math.acos(t)}var y=t.geo.projection,x=t.geo.projectionMutator;function b(t,e){var r=(2+p)*Math.sin(e);e/=2;for(var n=0,i=1/0;n<10&&Math.abs(i)>f;n++){var a=Math.cos(e);e-=i=(e+Math.sin(e)*(a+2)-r)/(2*a*(1+a))}return[2/Math.sqrt(h*(4+h))*t*(1+Math.cos(e)),2*Math.sqrt(h/(4+h))*Math.sin(e)]}t.geo.interrupt=function(e){var r,n=[[[[-h,0],[0,p],[h,0]]],[[[-h,0],[0,-p],[h,0]]]];function i(t,r){for(var i=r<0?-1:1,a=n[+(r<0)],o=0,s=a.length-1;o<s&&t>a[o][2][0];++o);var l=e(t-a[o][1][0],r);return l[0]+=e(a[o][1][0],i*r>i*a[o][0][1]?a[o][0][1]:r)[0],l}function a(){r=n.map((function(t){return t.map((function(t){var r,n=e(t[0][0],t[0][1])[0],i=e(t[2][0],t[2][1])[0],a=e(t[1][0],t[0][1])[1],o=e(t[1][0],t[1][1])[1];return a>o&&(r=a,a=o,o=r),[[n,a],[i,o]]}))}))}e.invert&&(i.invert=function(t,a){for(var o=r[+(a<0)],s=n[+(a<0)],l=0,u=o.length;l<u;++l){var f=o[l];if(f[0][0]<=t&&t<f[1][0]&&f[0][1]<=a&&a<f[1][1]){var h=e.invert(t-e(s[l][1][0],0)[0],a);return h[0]+=s[l][1][0],c(i(h[0],h[1]),[t,a])?h:null}}});var o=t.geo.projection(i),s=o.stream;function l(t,e){for(var r,n,i,a=-1,o=t.length,s=t[0],l=[];++a<o;){n=((r=t[a])[0]-s[0])/e,i=(r[1]-s[1])/e;for(var c=0;c<e;++c)l.push([s[0]+c*n,s[1]+c*i]);s=r}return l.push(r),l}function c(t,e){return Math.abs(t[0]-e[0])<f&&Math.abs(t[1]-e[1])<f}return o.stream=function(e){var r=o.rotate(),i=s(e),a=(o.rotate([0,0]),s(e));return o.rotate(r),i.sphere=function(){t.geo.stream(function(){for(var e=1e-6,r=[],i=0,a=n[0].length;i<a;++i){var o=180*(p=n[0][i])[0][0]/h,s=180*p[0][1]/h,c=180*p[1][1]/h,u=180*p[2][0]/h,f=180*p[2][1]/h;r.push(l([[o+e,s+e],[o+e,c-e],[u-e,c-e],[u-e,f+e]],30))}for(i=n[1].length-1;i>=0;--i){var p;o=180*(p=n[1][i])[0][0]/h,s=180*p[0][1]/h,c=180*p[1][1]/h,u=180*p[2][0]/h,f=180*p[2][1]/h;r.push(l([[u-e,f-e],[u-e,c+e],[o+e,c+e],[o+e,s-e]],30))}return{type:\"Polygon\",coordinates:[t.merge(r)]}}(),a)},i},o.lobes=function(t){return arguments.length?(n=t.map((function(t){return t.map((function(t){return[[t[0][0]*h/180,t[0][1]*h/180],[t[1][0]*h/180,t[1][1]*h/180],[t[2][0]*h/180,t[2][1]*h/180]]}))})),a(),o):n.map((function(t){return t.map((function(t){return[[180*t[0][0]/h,180*t[0][1]/h],[180*t[1][0]/h,180*t[1][1]/h],[180*t[2][0]/h,180*t[2][1]/h]]}))}))},o},b.invert=function(t,e){var r=.5*e*Math.sqrt((4+h)/h),n=m(r),i=Math.cos(n);return[t/(2/Math.sqrt(h*(4+h))*(1+i)),m((n+r*(i+2))/(2+p))]},(t.geo.eckert4=function(){return y(b)}).raw=b;var _=t.geo.azimuthalEqualArea.raw;function w(t,e){if(arguments.length<2&&(e=t),1===e)return _;if(e===1/0)return T;function r(r,n){var i=_(r/e,n);return i[0]*=t,i}return r.invert=function(r,n){var i=_.invert(r/t,n);return i[0]*=e,i},r}function T(t,e){return[t*Math.cos(e)/Math.cos(e/=2),2*Math.sin(e)]}function k(t,e){return[3*t/(2*h)*Math.sqrt(h*h/3-e*e),e]}function M(t,e){return[t,1.25*Math.log(Math.tan(h/4+.4*e))]}function A(t){return function(e){var r,n=t*Math.sin(e),i=30;do{e-=r=(e+Math.sin(e)-n)/(1+Math.cos(e))}while(Math.abs(r)>f&&--i>0);return e/2}}T.invert=function(t,e){var r=2*m(e/2);return[t*Math.cos(r/2)/Math.cos(r),r]},(t.geo.hammer=function(){var t=2,e=x(w),r=e(t);return r.coefficient=function(r){return arguments.length?e(t=+r):t},r}).raw=w,k.invert=function(t,e){return[2/3*h*t/Math.sqrt(h*h/3-e*e),e]},(t.geo.kavrayskiy7=function(){return y(k)}).raw=k,M.invert=function(t,e){return[t,2.5*Math.atan(Math.exp(.8*e))-.625*h]},(t.geo.miller=function(){return y(M)}).raw=M,A(h);var S=function(t,e,r){var n=A(r);function i(r,i){return[t*r*Math.cos(i=n(i)),e*Math.sin(i)]}return i.invert=function(n,i){var a=m(i/e);return[n/(t*Math.cos(a)),m((2*a+Math.sin(2*a))/r)]},i}(Math.SQRT2/p,Math.SQRT2,h);function E(t,e){var r=e*e,n=r*r;return[t*(.8707-.131979*r+n*(n*(.003971*r-.001529*n)-.013791)),e*(1.007226+r*(.015085+n*(.028874*r-.044475-.005916*n)))]}(t.geo.mollweide=function(){return y(S)}).raw=S,E.invert=function(t,e){var r,n=e,i=25;do{var a=n*n,o=a*a;n-=r=(n*(1.007226+a*(.015085+o*(.028874*a-.044475-.005916*o)))-e)/(1.007226+a*(.045255+o*(.259866*a-.311325-.005916*11*o)))}while(Math.abs(r)>f&&--i>0);return[t/(.8707+(a=n*n)*(a*(a*a*a*(.003971-.001529*a)-.013791)-.131979)),n]},(t.geo.naturalEarth=function(){return y(E)}).raw=E;var C=[[.9986,-.062],[1,0],[.9986,.062],[.9954,.124],[.99,.186],[.9822,.248],[.973,.31],[.96,.372],[.9427,.434],[.9216,.4958],[.8962,.5571],[.8679,.6176],[.835,.6769],[.7986,.7346],[.7597,.7903],[.7186,.8435],[.6732,.8936],[.6213,.9394],[.5722,.9761],[.5322,1]];function L(t,e){var r,n=Math.min(18,36*Math.abs(e)/h),i=Math.floor(n),a=n-i,o=(r=C[i])[0],s=r[1],l=(r=C[++i])[0],c=r[1],u=(r=C[Math.min(19,++i)])[0],f=r[1];return[t*(l+a*(u-o)/2+a*a*(u-2*l+o)/2),(e>0?p:-p)*(c+a*(f-s)/2+a*a*(f-2*c+s)/2)]}function I(t,e){return[t*Math.cos(e),e]}function P(t,e){var r,n=Math.cos(e),i=(r=v(n*Math.cos(t/=2)))?r/Math.sin(r):1;return[2*n*Math.sin(t)*i,Math.sin(e)*i]}function z(t,e){var r=P(t,e);return[(r[0]+t/p)/2,(r[1]+e)/2]}C.forEach((function(t){t[1]*=1.0144})),L.invert=function(t,e){var r=e/p,n=90*r,i=Math.min(18,Math.abs(n/5)),a=Math.max(0,Math.floor(i));do{var o=C[a][1],s=C[a+1][1],l=C[Math.min(19,a+2)][1],c=l-o,u=l-2*s+o,f=2*(Math.abs(r)-s)/c,h=u/c,m=f*(1-h*f*(1-2*h*f));if(m>=0||1===a){n=(e>=0?5:-5)*(m+i);var v,y=50;do{m=(i=Math.min(18,Math.abs(n)/5))-(a=Math.floor(i)),o=C[a][1],s=C[a+1][1],l=C[Math.min(19,a+2)][1],n-=(v=(e>=0?p:-p)*(s+m*(l-o)/2+m*m*(l-2*s+o)/2)-e)*g}while(Math.abs(v)>1e-12&&--y>0);break}}while(--a>=0);var x=C[a][0],b=C[a+1][0],_=C[Math.min(19,a+2)][0];return[t/(b+m*(_-x)/2+m*m*(_-2*b+x)/2),n*d]},(t.geo.robinson=function(){return y(L)}).raw=L,I.invert=function(t,e){return[t/Math.cos(e),e]},(t.geo.sinusoidal=function(){return y(I)}).raw=I,P.invert=function(t,e){if(!(t*t+4*e*e>h*h+f)){var r=t,n=e,i=25;do{var a,o=Math.sin(r),s=Math.sin(r/2),l=Math.cos(r/2),c=Math.sin(n),u=Math.cos(n),p=Math.sin(2*n),d=c*c,g=u*u,m=s*s,y=1-g*l*l,x=y?v(u*l)*Math.sqrt(a=1/y):a=0,b=2*x*u*s-t,_=x*c-e,w=a*(g*m+x*u*l*d),T=a*(.5*o*p-2*x*c*s),k=.25*a*(p*s-x*c*g*o),M=a*(d*l+x*m*u),A=T*k-M*w;if(!A)break;var S=(_*T-b*M)/A,E=(b*k-_*w)/A;r-=S,n-=E}while((Math.abs(S)>f||Math.abs(E)>f)&&--i>0);return[r,n]}},(t.geo.aitoff=function(){return y(P)}).raw=P,z.invert=function(t,e){var r=t,n=e,i=25;do{var a,o=Math.cos(n),s=Math.sin(n),l=Math.sin(2*n),c=s*s,u=o*o,h=Math.sin(r),d=Math.cos(r/2),g=Math.sin(r/2),m=g*g,y=1-u*d*d,x=y?v(o*d)*Math.sqrt(a=1/y):a=0,b=.5*(2*x*o*g+r/p)-t,_=.5*(x*s+n)-e,w=.5*a*(u*m+x*o*d*c)+.5/p,T=a*(h*l/4-x*s*g),k=.125*a*(l*g-x*s*u*h),M=.5*a*(c*d+x*m*o)+.5,A=T*k-M*w,S=(_*T-b*M)/A,E=(b*k-_*w)/A;r-=S,n-=E}while((Math.abs(S)>f||Math.abs(E)>f)&&--i>0);return[r,n]},(t.geo.winkel3=function(){return y(z)}).raw=z}},{}],864:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=t(\"../../registry\"),o=Math.PI/180,s=180/Math.PI,l={cursor:\"pointer\"},c={cursor:\"auto\"};function u(t,e){return n.behavior.zoom().translate(e.translate()).scale(e.scale())}function f(t,e,r){var n=t.id,o=t.graphDiv,s=o.layout,l=s[n],c=o._fullLayout,u=c[n],f={},h={};function p(t,e){f[n+\".\"+t]=i.nestedProperty(l,t).get(),a.call(\"_storeDirectGUIEdit\",s,c._preGUI,f);var r=i.nestedProperty(u,t);r.get()!==e&&(r.set(e),i.nestedProperty(l,t).set(e),h[n+\".\"+t]=e)}r(p),p(\"projection.scale\",e.scale()/t.fitScale),p(\"fitbounds\",!1),o.emit(\"plotly_relayout\",h)}function h(t,e){var r=u(0,e);function i(r){var n=e.invert(t.midPt);r(\"center.lon\",n[0]),r(\"center.lat\",n[1])}return r.on(\"zoomstart\",(function(){n.select(this).style(l)})).on(\"zoom\",(function(){e.scale(n.event.scale).translate(n.event.translate),t.render();var r=e.invert(t.midPt);t.graphDiv.emit(\"plotly_relayouting\",{\"geo.projection.scale\":e.scale()/t.fitScale,\"geo.center.lon\":r[0],\"geo.center.lat\":r[1]})})).on(\"zoomend\",(function(){n.select(this).style(c),f(t,e,i)})),r}function p(t,e){var r,i,a,o,s,h,p,d,g,m=u(0,e);function v(t){return e.invert(t)}function y(r){var n=e.rotate(),i=e.invert(t.midPt);r(\"projection.rotation.lon\",-n[0]),r(\"center.lon\",i[0]),r(\"center.lat\",i[1])}return m.on(\"zoomstart\",(function(){n.select(this).style(l),r=n.mouse(this),i=e.rotate(),a=e.translate(),o=i,s=v(r)})).on(\"zoom\",(function(){if(h=n.mouse(this),function(t){var r=v(t);if(!r)return!0;var n=e(r);return Math.abs(n[0]-t[0])>2||Math.abs(n[1]-t[1])>2}(r))return m.scale(e.scale()),void m.translate(e.translate());e.scale(n.event.scale),e.translate([a[0],n.event.translate[1]]),s?v(h)&&(d=v(h),p=[o[0]+(d[0]-s[0]),i[1],i[2]],e.rotate(p),o=p):s=v(r=h),g=!0,t.render();var l=e.rotate(),c=e.invert(t.midPt);t.graphDiv.emit(\"plotly_relayouting\",{\"geo.projection.scale\":e.scale()/t.fitScale,\"geo.center.lon\":c[0],\"geo.center.lat\":c[1],\"geo.projection.rotation.lon\":-l[0]})})).on(\"zoomend\",(function(){n.select(this).style(c),g&&f(t,e,y)})),m}function d(t,e){var r,i={r:e.rotate(),k:e.scale()},a=u(0,e),o=function(t){var e=0,r=arguments.length,i=[];for(;++e<r;)i.push(arguments[e]);var a=n.dispatch.apply(null,i);return a.of=function(e,r){return function(i){var o;try{o=i.sourceEvent=n.event,i.target=t,n.event=i,a[i.type].apply(e,r)}finally{n.event=o}}},a}(a,\"zoomstart\",\"zoom\",\"zoomend\"),s=0,h=a.on;function p(t){s++||t({type:\"zoomstart\"})}function d(t){t({type:\"zoom\"})}function b(t){--s||t({type:\"zoomend\"})}function _(t){var r=e.rotate();t(\"projection.rotation.lon\",-r[0]),t(\"projection.rotation.lat\",-r[1])}return a.on(\"zoomstart\",(function(){n.select(this).style(l);var t=n.mouse(this),s=e.rotate(),c=s,u=e.translate(),f=m(s);r=g(e,t),h.call(a,\"zoom\",(function(){var a=n.mouse(this);if(e.scale(i.k=n.event.scale),r){if(g(e,a)){e.rotate(s).translate(u);var l=g(e,a),h=y(r,l),p=T(v(f,h)),m=i.r=x(p,r,c);isFinite(m[0])&&isFinite(m[1])&&isFinite(m[2])||(m=c),e.rotate(m),c=m}}else r=g(e,t=a);d(o.of(this,arguments))})),p(o.of(this,arguments))})).on(\"zoomend\",(function(){n.select(this).style(c),h.call(a,\"zoom\",null),b(o.of(this,arguments)),f(t,e,_)})).on(\"zoom.redraw\",(function(){t.render();var r=e.rotate();t.graphDiv.emit(\"plotly_relayouting\",{\"geo.projection.scale\":e.scale()/t.fitScale,\"geo.projection.rotation.lon\":-r[0],\"geo.projection.rotation.lat\":-r[1]})})),n.rebind(a,o,\"on\")}function g(t,e){var r=t.invert(e);return r&&isFinite(r[0])&&isFinite(r[1])&&function(t){var e=t[0]*o,r=t[1]*o,n=Math.cos(r);return[n*Math.cos(e),n*Math.sin(e),Math.sin(r)]}(r)}function m(t){var e=.5*t[0]*o,r=.5*t[1]*o,n=.5*t[2]*o,i=Math.sin(e),a=Math.cos(e),s=Math.sin(r),l=Math.cos(r),c=Math.sin(n),u=Math.cos(n);return[a*l*u+i*s*c,i*l*u-a*s*c,a*s*u+i*l*c,a*l*c-i*s*u]}function v(t,e){var r=t[0],n=t[1],i=t[2],a=t[3],o=e[0],s=e[1],l=e[2],c=e[3];return[r*o-n*s-i*l-a*c,r*s+n*o+i*c-a*l,r*l-n*c+i*o+a*s,r*c+n*l-i*s+a*o]}function y(t,e){if(t&&e){var r=function(t,e){return[t[1]*e[2]-t[2]*e[1],t[2]*e[0]-t[0]*e[2],t[0]*e[1]-t[1]*e[0]]}(t,e),n=Math.sqrt(k(r,r)),i=.5*Math.acos(Math.max(-1,Math.min(1,k(t,e)))),a=Math.sin(i)/n;return n&&[Math.cos(i),r[2]*a,-r[1]*a,r[0]*a]}}function x(t,e,r){var n=w(e,2,t[0]);n=w(n,1,t[1]),n=w(n,0,t[2]-r[2]);var i,a,o=e[0],l=e[1],c=e[2],u=n[0],f=n[1],h=n[2],p=Math.atan2(l,o)*s,d=Math.sqrt(o*o+l*l);Math.abs(f)>d?(a=(f>0?90:-90)-p,i=0):(a=Math.asin(f/d)*s-p,i=Math.sqrt(d*d-f*f));var g=180-a-2*p,m=(Math.atan2(h,u)-Math.atan2(c,i))*s,v=(Math.atan2(h,u)-Math.atan2(c,-i))*s;return b(r[0],r[1],a,m)<=b(r[0],r[1],g,v)?[a,m,r[2]]:[g,v,r[2]]}function b(t,e,r,n){var i=_(r-t),a=_(n-e);return Math.sqrt(i*i+a*a)}function _(t){return(t%360+540)%360-180}function w(t,e,r){var n=r*o,i=t.slice(),a=0===e?1:0,s=2===e?1:2,l=Math.cos(n),c=Math.sin(n);return i[a]=t[a]*l-t[s]*c,i[s]=t[s]*l+t[a]*c,i}function T(t){return[Math.atan2(2*(t[0]*t[1]+t[2]*t[3]),1-2*(t[1]*t[1]+t[2]*t[2]))*s,Math.asin(Math.max(-1,Math.min(1,2*(t[0]*t[2]-t[3]*t[1]))))*s,Math.atan2(2*(t[0]*t[3]+t[1]*t[2]),1-2*(t[2]*t[2]+t[3]*t[3]))*s]}function k(t,e){for(var r=0,n=0,i=t.length;n<i;++n)r+=t[n]*e[n];return r}e.exports=function(t,e){var r=t.projection;return(e._isScoped?h:e._isClipped?d:p)(t,r)}},{\"../../lib\":778,\"../../registry\":911,d3:169}],865:[function(t,e,r){\"use strict\";var n=t(\"../registry\"),i=t(\"./cartesian/constants\").SUBPLOT_PATTERN;r.getSubplotCalcData=function(t,e,r){var i=n.subplotsRegistry[e];if(!i)return[];for(var a=i.attr,o=[],s=0;s<t.length;s++){var l=t[s];l[0].trace[a]===r&&o.push(l)}return o},r.getModuleCalcData=function(t,e){var r,i=[],a=[];if(!(r=\"string\"==typeof e?n.getModule(e).plot:\"function\"==typeof e?e:e.plot))return[i,t];for(var o=0;o<t.length;o++){var s=t[o],l=s[0].trace;!0===l.visible&&0!==l._length&&(l._module.plot===r?i.push(s):a.push(s))}return[i,a]},r.getSubplotData=function(t,e,r){if(!n.subplotsRegistry[e])return[];var a,o,s,l=n.subplotsRegistry[e].attr,c=[];if(\"gl2d\"===e){var u=r.match(i);o=\"x\"+u[1],s=\"y\"+u[2]}for(var f=0;f<t.length;f++)a=t[f],\"gl2d\"===e&&n.traceIs(a,\"gl2d\")?a[l[0]]===o&&a[l[1]]===s&&c.push(a):a[l]===r&&c.push(a);return c}},{\"../registry\":911,\"./cartesian/constants\":834}],866:[function(t,e,r){\"use strict\";var n=t(\"mouse-change\"),i=t(\"mouse-wheel\"),a=t(\"mouse-event-offset\"),o=t(\"../cartesian/constants\"),s=t(\"has-passive-events\");function l(t,e){this.element=t,this.plot=e,this.mouseListener=null,this.wheelListener=null,this.lastInputTime=Date.now(),this.lastPos=[0,0],this.boxEnabled=!1,this.boxInited=!1,this.boxStart=[0,0],this.boxEnd=[0,0],this.dragStart=[0,0]}e.exports=function(t){var e=t.mouseContainer,r=t.glplot,c=new l(e,r);function u(){t.xaxis.autorange=!1,t.yaxis.autorange=!1}function f(e,n,i){var a,s,l=t.calcDataBox(),f=r.viewBox,h=c.lastPos[0],p=c.lastPos[1],d=o.MINDRAG*r.pixelRatio,g=o.MINZOOM*r.pixelRatio;function m(e,r,n){var i=Math.min(r,n),a=Math.max(r,n);i!==a?(l[e]=i,l[e+2]=a,c.dataBox=l,t.setRanges(l)):(t.selectBox.selectBox=[0,0,1,1],t.glplot.setDirty())}switch(n*=r.pixelRatio,i*=r.pixelRatio,i=f[3]-f[1]-i,t.fullLayout.dragmode){case\"zoom\":if(e){var v=n/(f[2]-f[0])*(l[2]-l[0])+l[0],y=i/(f[3]-f[1])*(l[3]-l[1])+l[1];c.boxInited||(c.boxStart[0]=v,c.boxStart[1]=y,c.dragStart[0]=n,c.dragStart[1]=i),c.boxEnd[0]=v,c.boxEnd[1]=y,c.boxInited=!0,c.boxEnabled||c.boxStart[0]===c.boxEnd[0]&&c.boxStart[1]===c.boxEnd[1]||(c.boxEnabled=!0);var x=Math.abs(c.dragStart[0]-n)<g,b=Math.abs(c.dragStart[1]-i)<g;if(!function(){for(var e=t.graphDiv._fullLayout._axisConstraintGroups,r=t.xaxis._id,n=t.yaxis._id,i=0;i<e.length;i++)if(-1!==e[i][r]){if(-1!==e[i][n])return!0;break}return!1}()||x&&b)x&&(c.boxEnd[0]=c.boxStart[0]),b&&(c.boxEnd[1]=c.boxStart[1]);else{a=c.boxEnd[0]-c.boxStart[0],s=c.boxEnd[1]-c.boxStart[1];var _=(l[3]-l[1])/(l[2]-l[0]);Math.abs(a*_)>Math.abs(s)?(c.boxEnd[1]=c.boxStart[1]+Math.abs(a)*_*(s>=0?1:-1),c.boxEnd[1]<l[1]?(c.boxEnd[1]=l[1],c.boxEnd[0]=c.boxStart[0]+(l[1]-c.boxStart[1])/Math.abs(_)):c.boxEnd[1]>l[3]&&(c.boxEnd[1]=l[3],c.boxEnd[0]=c.boxStart[0]+(l[3]-c.boxStart[1])/Math.abs(_))):(c.boxEnd[0]=c.boxStart[0]+Math.abs(s)/_*(a>=0?1:-1),c.boxEnd[0]<l[0]?(c.boxEnd[0]=l[0],c.boxEnd[1]=c.boxStart[1]+(l[0]-c.boxStart[0])*Math.abs(_)):c.boxEnd[0]>l[2]&&(c.boxEnd[0]=l[2],c.boxEnd[1]=c.boxStart[1]+(l[2]-c.boxStart[0])*Math.abs(_)))}}else c.boxEnabled?(a=c.boxStart[0]!==c.boxEnd[0],s=c.boxStart[1]!==c.boxEnd[1],a||s?(a&&(m(0,c.boxStart[0],c.boxEnd[0]),t.xaxis.autorange=!1),s&&(m(1,c.boxStart[1],c.boxEnd[1]),t.yaxis.autorange=!1),t.relayoutCallback()):t.glplot.setDirty(),c.boxEnabled=!1,c.boxInited=!1):c.boxInited&&(c.boxInited=!1);break;case\"pan\":c.boxEnabled=!1,c.boxInited=!1,e?(c.panning||(c.dragStart[0]=n,c.dragStart[1]=i),Math.abs(c.dragStart[0]-n)<d&&(n=c.dragStart[0]),Math.abs(c.dragStart[1]-i)<d&&(i=c.dragStart[1]),a=(h-n)*(l[2]-l[0])/(r.viewBox[2]-r.viewBox[0]),s=(p-i)*(l[3]-l[1])/(r.viewBox[3]-r.viewBox[1]),l[0]+=a,l[2]+=a,l[1]+=s,l[3]+=s,t.setRanges(l),c.panning=!0,c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations()):c.panning&&(c.panning=!1,t.relayoutCallback())}c.lastPos[0]=n,c.lastPos[1]=i}return c.mouseListener=n(e,f),e.addEventListener(\"touchstart\",(function(t){var r=a(t.changedTouches[0],e);f(0,r[0],r[1]),f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchmove\",(function(t){t.preventDefault();var r=a(t.changedTouches[0],e);f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchend\",(function(t){f(0,c.lastPos[0],c.lastPos[1]),t.preventDefault()}),!!s&&{passive:!1}),c.wheelListener=i(e,(function(e,n){if(!t.scrollZoom)return!1;var i=t.calcDataBox(),a=r.viewBox,o=c.lastPos[0],s=c.lastPos[1],l=Math.exp(5*n/(a[3]-a[1])),f=o/(a[2]-a[0])*(i[2]-i[0])+i[0],h=s/(a[3]-a[1])*(i[3]-i[1])+i[1];return i[0]=(i[0]-f)*l+f,i[2]=(i[2]-f)*l+f,i[1]=(i[1]-h)*l+h,i[3]=(i[3]-h)*l+h,t.setRanges(i),c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations(),t.relayoutCallback(),!0}),!0),c}},{\"../cartesian/constants\":834,\"has-passive-events\":441,\"mouse-change\":483,\"mouse-event-offset\":484,\"mouse-wheel\":486}],867:[function(t,e,r){\"use strict\";var n=t(\"../cartesian/axes\"),i=t(\"../../lib/str2rgbarray\");function a(t){this.scene=t,this.gl=t.gl,this.pixelRatio=t.pixelRatio,this.screenBox=[0,0,1,1],this.viewBox=[0,0,1,1],this.dataBox=[-1,-1,1,1],this.borderLineEnable=[!1,!1,!1,!1],this.borderLineWidth=[1,1,1,1],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.ticks=[[],[]],this.tickEnable=[!0,!0,!1,!1],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labels=[\"x\",\"y\"],this.labelEnable=[!0,!0,!1,!1],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelPad=[15,15,15,15],this.labelSize=[12,12],this.labelFont=[\"sans-serif\",\"sans-serif\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.title=\"\",this.titleEnable=!0,this.titleCenter=[0,0,0,0],this.titleAngle=0,this.titleColor=[0,0,0,1],this.titleFont=\"sans-serif\",this.titleSize=18,this.gridLineEnable=[!0,!0],this.gridLineColor=[[0,0,0,.5],[0,0,0,.5]],this.gridLineWidth=[1,1],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[1,1],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.static=this.scene.staticPlot}var o=a.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,a,o,l,c,u,f,h,p;for(this.titleEnable=!1,this.backgroundColor=i(t.plot_bgcolor),h=0;h<2;++h){var d=(e=s[h]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[h+p]=!1,this.labels[h+p]=n,this.labelColor[h+p]=i(r.title.font.color),this.labelFont[h+p]=r.title.font.family,this.labelSize[h+p]=r.title.font.size,this.labelPad[h+p]=this.getLabelPad(e,r),this.tickEnable[h+p]=!1,this.tickColor[h+p]=i((r.tickfont||{}).color),this.tickAngle[h+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[h+p]=this.getTickPad(r),this.tickMarkLength[h+p]=0,this.tickMarkWidth[h+p]=r.tickwidth||0,this.tickMarkColor[h+p]=i(r.tickcolor),this.borderLineEnable[h+p]=!1,this.borderLineColor[h+p]=i(r.linecolor),this.borderLineWidth[h+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,a=r.mirror||!1,u=c?-1!==String(a).indexOf(\"all\"):!!a,f=c?\"allticks\"===a:-1!==String(a).indexOf(\"ticks\"),o?this.labelEnable[h]=!0:l&&(this.labelEnable[h+2]=!0),o?this.tickEnable[h]=r.showticklabels:l&&(this.tickEnable[h+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[h]=r.showline),(l||u)&&(this.borderLineEnable[h+2]=r.showline),(o||f)&&(this.tickMarkLength[h]=this.getTickMarkLength(r)),(l||f)&&(this.tickMarkLength[h+2]=this.getTickMarkLength(r)),this.gridLineEnable[h]=r.showgrid,this.gridLineColor[h]=i(r.gridcolor),this.gridLineWidth[h]=r.gridwidth,this.zeroLineEnable[h]=r.zeroline,this.zeroLineColor[h]=i(r.zerolinecolor),this.zeroLineWidth[h]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=e.title.font.size,n=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?r*(1.5+(n?1:0))-10:r*(1.5+(n?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+r*(1.5+(n?1:.5)):10+r*(1.5+(n?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},e.exports=function(t){return new a(t)}},{\"../../lib/str2rgbarray\":802,\"../cartesian/axes\":828}],868:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"./scene2d\"),a=t(\"../layout_attributes\"),o=t(\"../../constants/xmlns_namespaces\"),s=t(\"../cartesian/constants\"),l=t(\"../cartesian\"),c=t(\"../../components/fx/layout_attributes\"),u=t(\"../get_data\").getSubplotData;r.name=\"gl2d\",r.attr=[\"xaxis\",\"yaxis\"],r.idRoot=[\"x\",\"y\"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t(\"../cartesian/attributes\"),r.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},r.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),r.baseLayoutAttrOverrides=n({plot_bgcolor:a.plot_bgcolor,hoverlabel:c.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,a=0;a<n.length;a++){var o=n[a],s=e._plots[o],l=u(r,\"gl2d\",o),c=s._scene2d;void 0===c&&(c=new i({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=c),c.plot(l,t.calcdata,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl2d||[],a=0;a<i.length;a++){var o=i[a],s=n._plots[o];if(s._scene2d){var c=u(t,\"gl2d\",o);0===c.length&&(s._scene2d.destroy(),delete n._plots[o])}}l.clean.apply(this,arguments)},r.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var i=e._plots[r[n]]._scene2d,a=i.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":a,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),i.destroy()}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){e._plots[r[n]]._scene2d.updateFx(e.dragmode)}}},{\"../../components/fx/layout_attributes\":684,\"../../constants/xmlns_namespaces\":754,\"../../plot_api/edit_types\":810,\"../cartesian\":841,\"../cartesian/attributes\":826,\"../cartesian/constants\":834,\"../get_data\":865,\"../layout_attributes\":882,\"./scene2d\":869}],869:[function(t,e,r){\"use strict\";var n,i,a=t(\"../../registry\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../../components/fx\"),l=t(\"gl-plot2d\"),c=t(\"gl-spikes2d\"),u=t(\"gl-select-box\"),f=t(\"webgl-context\"),h=t(\"./convert\"),p=t(\"./camera\"),d=t(\"../../lib/show_no_webgl_msg\"),g=t(\"../cartesian/constraints\"),m=g.enforce,v=g.clean,y=t(\"../cartesian/autorange\").doAutoRange,x=t(\"../../components/dragelement/helpers\"),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=t(\"../cartesian/constants\").SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=h(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}e.exports=k;var M=k.prototype;M.makeFramework=function(){if(this.staticPlot){if(!(i||(n=document.createElement(\"canvas\"),i=f({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=i}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=f({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r);var a=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(a),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},M.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a);for(var o=0,s=i-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=a[4*(r*o+l)+c];a[4*(r*o+l)+c]=a[4*(r*s+l)+c],a[4*(r*s+l)+c]=u}var f=document.createElement(\"canvas\");f.width=r,f.height=i;var h,p=f.getContext(\"2d\"),d=p.createImageData(r,i);switch(d.data.set(a),p.putImageData(d,0,0),t){case\"jpeg\":h=f.toDataURL(\"image/jpeg\");break;case\"webp\":h=f.toDataURL(\"image/webp\");break;default:h=f.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),h},M.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),t},M.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},M.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},M.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,i={},o=i[e._name+\".range\"]=e.range.slice(),s=i[r._name+\".range\"]=r.range.slice();i[e._name+\".autorange\"]=e.autorange,i[r._name+\".autorange\"]=r.autorange,a.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,i);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,i.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",i)},M.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},M.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&a.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},M.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},M.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:this.graphDiv._fullLayout._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis}};v(s,this.xaxis),v(s,this.yaxis);var l,c,u=r._size,f=this.xaxis.domain,h=this.yaxis.domain;for(o.viewBox=[u.l+f[0]*u.w,u.b+h[0]*u.h,i-u.r-(1-f[1])*u.w,a-u.t-(1-h[1])*u.h],this.mouseContainer.style.width=u.w*(f[1]-f[0])+\"px\",this.mouseContainer.style.height=u.h*(h[1]-h[0])+\"px\",this.mouseContainer.height=u.h*(h[1]-h[0]),this.mouseContainer.style.left=u.l+f[0]*u.w+\"px\",this.mouseContainer.style.top=u.t+(1-h[1])*u.h+\"px\",c=0;c<2;++c)(l=this[w[c]])._length=o.viewBox[c+2]-o.viewBox[c],y(this.graphDiv,l),l.setScale();m(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},M.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},M.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},M.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if((i=t[n]).uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],c=this.traces[i.uid];c?c.update(i,l):(c=i._module.plot(this,i,l),this.traces[i.uid]=c)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},M.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},M.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},M.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===i.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var f=i._size,h=this.xaxis.domain,p=this.yaxis.domain,d=(a=t.pick(o/t.pixelRatio+f.l+h[0]*f.w,l/t.pixelRatio-(f.t+(1-p[1])*f.h)))&&a.object._trace.handlePick(a);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),a&&\"skip\"!==a.object._trace.hoverinfo&&i.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var g=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),g.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var m=this.fullData[g.trace.index]||{},v=g.pointIndex,y=s.castHoverinfo(m,i,v);if(y&&\"all\"!==y){var x=y.split(\"+\");-1===x.indexOf(\"x\")&&(g.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(g.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(g.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(g.textLabel=void 0),-1===x.indexOf(\"name\")&&(g.name=void 0)}s.loneHover({x:g.screenCoord[0],y:g.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",g.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",g.traceCoord[1]),zLabel:g.traceCoord[2],text:g.textLabel,name:g.name,color:s.castHoverOption(m,v,\"bgcolor\")||g.color,borderColor:s.castHoverOption(m,v,\"bordercolor\"),fontFamily:s.castHoverOption(m,v,\"font.family\"),fontSize:s.castHoverOption(m,v,\"font.size\"),fontColor:s.castHoverOption(m,v,\"font.color\"),nameLength:s.castHoverOption(m,v,\"namelength\"),textAlign:s.castHoverOption(m,v,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},M.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},M.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},{\"../../components/dragelement/helpers\":661,\"../../components/fx\":683,\"../../lib/show_no_webgl_msg\":800,\"../../plots/cartesian/axes\":828,\"../../registry\":911,\"../cartesian/autorange\":827,\"../cartesian/constants\":834,\"../cartesian/constraints\":835,\"./camera\":866,\"./convert\":867,\"gl-plot2d\":317,\"gl-select-box\":333,\"gl-spikes2d\":342,\"webgl-context\":606}],870:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"../../components/fx/layout_attributes\"),a=t(\"./scene\"),o=t(\"../get_data\").getSubplotData,s=t(\"../../lib\"),l=t(\"../../constants/xmlns_namespaces\");r.name=\"gl3d\",r.attr=\"scene\",r.idRoot=\"scene\",r.idRegex=r.attrRegex=s.counterRegex(\"scene\"),r.attributes=t(\"./layout/attributes\"),r.layoutAttributes=t(\"./layout/layout_attributes\"),r.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},\"plot\",\"nested\"),r.supplyLayoutDefaults=t(\"./layout/defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,i=0;i<n.length;i++){var s=n[i],l=o(r,\"gl3d\",s),c=e[s],u=c.camera,f=c._scene;f||(f=new a({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:u},e),c._scene=f),f.viewInitial||(f.viewInitial={up:{x:u.up.x,y:u.up.y,z:u.up.z},eye:{x:u.eye.x,y:u.eye.y,z:u.eye.z},center:{x:u.center.x,y:u.center.y,z:u.center.z}}),f.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl3d||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,i=0;i<r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),\"scene\"+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{\"../../components/fx/layout_attributes\":684,\"../../constants/xmlns_namespaces\":754,\"../../lib\":778,\"../../plot_api/edit_types\":810,\"../get_data\":865,\"./layout/attributes\":871,\"./layout/defaults\":875,\"./layout/layout_attributes\":876,\"./scene\":880}],871:[function(t,e,r){\"use strict\";e.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},{}],872:[function(t,e,r){\"use strict\";var n=t(\"../../../components/color\"),i=t(\"../../cartesian/layout_attributes\"),a=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../plot_api/edit_types\").overrideAll;e.exports=o({visible:i.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:{text:i.title.text,font:i.title.font},type:a({},i.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autotypenumbers:i.autotypenumbers,autorange:i.autorange,rangemode:i.rangemode,range:a({},i.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:i.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,mirror:i.mirror,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,tickfont:i.tickfont,tickangle:i.tickangle,tickprefix:i.tickprefix,showtickprefix:i.showtickprefix,ticksuffix:i.ticksuffix,showticksuffix:i.showticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,minexponent:i.minexponent,separatethousands:i.separatethousands,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:i.showline,linecolor:i.linecolor,linewidth:i.linewidth,showgrid:i.showgrid,gridcolor:a({},i.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},\"plot\",\"from-root\")},{\"../../../components/color\":643,\"../../../lib/extend\":768,\"../../../plot_api/edit_types\":810,\"../../cartesian/layout_attributes\":842}],873:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,i=t(\"../../../lib\"),a=t(\"../../../plot_api/plot_template\"),o=t(\"./axis_attributes\"),s=t(\"../../cartesian/type_defaults\"),l=t(\"../../cartesian/axis_defaults\"),c=[\"xaxis\",\"yaxis\",\"zaxis\"];e.exports=function(t,e,r){var u,f;function h(t,e){return i.coerce(u,f,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(f=a.newContainer(e,d))._id=d[0]+r.scene,f._name=d,s(u,f,h,r),l(u,f,h,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,noTicklabelmode:!0,noTicklabelposition:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h(\"gridcolor\",n(f.color,r.bgColor,13600/187).toRgbString()),h(\"title.text\",d[0]),f.setScale=i.noop,h(\"showspikes\")&&(h(\"spikesides\"),h(\"spikethickness\"),h(\"spikecolor\",f.color)),h(\"showaxeslabels\"),h(\"showbackground\")&&h(\"backgroundcolor\")}}},{\"../../../lib\":778,\"../../../plot_api/plot_template\":817,\"../../cartesian/axis_defaults\":830,\"../../cartesian/type_defaults\":853,\"./axis_attributes\":872,tinycolor2:576}],874:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),i=t(\"../../../lib\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=0;r<3;++r){var o=e[a[r]];o.visible?(this.labels[r]=t._meta?i.templateString(o.title.text,t._meta):o.title.text,\"font\"in o.title&&(o.title.font.color&&(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&&(this.labelFont[r]=o.title.font.family),o.title.font.size&&(this.labelSize[r]=o.title.font.size)),\"showline\"in o&&(this.lineEnable[r]=o.showline),\"linecolor\"in o&&(this.lineColor[r]=n(o.linecolor)),\"linewidth\"in o&&(this.lineWidth[r]=o.linewidth),\"showgrid\"in o&&(this.gridEnable[r]=o.showgrid),\"gridcolor\"in o&&(this.gridColor[r]=n(o.gridcolor)),\"gridwidth\"in o&&(this.gridWidth[r]=o.gridwidth),\"log\"===o.type?this.zeroEnable[r]=!1:\"zeroline\"in o&&(this.zeroEnable[r]=o.zeroline),\"zerolinecolor\"in o&&(this.zeroLineColor[r]=n(o.zerolinecolor)),\"zerolinewidth\"in o&&(this.zeroLineWidth[r]=o.zerolinewidth),\"ticks\"in o&&o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,\"ticklen\"in o&&(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),\"tickcolor\"in o&&(this.lineTickColor[r]=n(o.tickcolor)),\"tickwidth\"in o&&(this.lineTickWidth[r]=o.tickwidth),\"tickangle\"in o&&(this.tickAngle[r]=\"auto\"===o.tickangle?-3600:Math.PI*-o.tickangle/180),\"showticklabels\"in o&&(this.tickEnable[r]=o.showticklabels),\"tickfont\"in o&&(o.tickfont.color&&(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&&(this.tickFont[r]=o.tickfont.family),o.tickfont.size&&(this.tickSize[r]=o.tickfont.size)),\"mirror\"in o?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(o.mirror)?(this.lineTickMirror[r]=!0,this.lineMirror[r]=!0):!0===o.mirror?(this.lineTickMirror[r]=!1,this.lineMirror[r]=!0):(this.lineTickMirror[r]=!1,this.lineMirror[r]=!1):this.lineMirror[r]=!1,\"showbackground\"in o&&!1!==o.showbackground?(this.backgroundEnable[r]=!0,this.backgroundColor[r]=n(o.backgroundcolor)):this.backgroundEnable[r]=!1):(this.tickEnable[r]=!1,this.labelEnable[r]=!1,this.lineEnable[r]=!1,this.lineTickEnable[r]=!1,this.gridEnable[r]=!1,this.zeroEnable[r]=!1,this.backgroundEnable[r]=!1)}},e.exports=function(t,e){var r=new o;return r.merge(t,e),r}},{\"../../../lib\":778,\"../../../lib/str2rgbarray\":802}],875:[function(t,e,r){\"use strict\";var n=t(\"../../../lib\"),i=t(\"../../../components/color\"),a=t(\"../../../registry\"),o=t(\"../../subplot_defaults\"),s=t(\"./axis_defaults\"),l=t(\"./layout_attributes\"),c=t(\"../../get_data\").getSubplotData;function u(t,e,r,n){for(var o=r(\"bgcolor\"),l=i.combine(o,n.paper_bgcolor),u=[\"up\",\"center\",\"eye\"],f=0;f<u.length;f++)r(\"camera.\"+u[f]+\".x\"),r(\"camera.\"+u[f]+\".y\"),r(\"camera.\"+u[f]+\".z\");r(\"camera.projection.type\");var h=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),p=r(\"aspectmode\",h?\"manual\":\"auto\");h||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===p&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var d=c(n.fullData,\"gl3d\",n.id);s(t,e,{font:n.font,scene:n.id,data:d,bgColor:l,calendar:n.calendar,autotypenumbersDflt:n.autotypenumbersDflt,fullLayout:n.fullLayout}),a.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var g=n.getDfltFromLayout(\"dragmode\");if(!1!==g&&!g)if(g=\"orbit\",t.camera&&t.camera.up){var m=t.camera.up.x,v=t.camera.up.y,y=t.camera.up.z;0!==y&&(m&&v&&y?y/Math.sqrt(m*m+v*v+y*y)>.999&&(g=\"turntable\"):g=\"turntable\")}else g=\"turntable\";r(\"dragmode\",g),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}e.exports=function(t,e,r){var i=e._basePlotModules.length>1;o(t,e,r,{type:\"gl3d\",attributes:l,handleDefaults:u,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{\"../../../components/color\":643,\"../../../lib\":778,\"../../../registry\":911,\"../../get_data\":865,\"../../subplot_defaults\":905,\"./axis_defaults\":873,\"./layout_attributes\":876}],876:[function(t,e,r){\"use strict\";var n=t(\"./axis_attributes\"),i=t(\"../../domain\").attributes,a=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../lib\").counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}e.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:a(s(0,0,1),{}),center:a(s(0,0,0),{}),eye:a(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:i({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},{\"../../../lib\":778,\"../../../lib/extend\":768,\"../../domain\":855,\"./axis_attributes\":872}],877:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function a(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}a.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[i[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=function(t){var e=new a;return e.merge(t),e}},{\"../../../lib/str2rgbarray\":802}],878:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[a[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var f=u.tickmode;if(\"auto\"===u.tickmode){u.tickmode=\"linear\";var h=u.nticks||i.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/h)}for(var p=n.calcTicks(u,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],\"date\"===u.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[c]=p,u.tickmode=f}}e.ticks=l;for(c=0;c<3;++c){o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=t(\"../../cartesian/axes\"),i=t(\"../../../lib\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},{\"../../../lib\":778,\"../../cartesian/axes\":828}],879:[function(t,e,r){\"use strict\";function n(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}e.exports=function(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}},{}],880:[function(t,e,r){\"use strict\";var n,i,a=t(\"gl-plot3d\"),o=a.createCamera,s=a.createScene,l=t(\"webgl-context\"),c=t(\"has-passive-events\"),u=t(\"../../registry\"),f=t(\"../../lib\"),h=f.preserveDrawingBuffer(),p=t(\"../../plots/cartesian/axes\"),d=t(\"../../components/fx\"),g=t(\"../../lib/str2rgbarray\"),m=t(\"../../lib/show_no_webgl_msg\"),v=t(\"./project\"),y=t(\"./layout/convert\"),x=t(\"./layout/spikes\"),b=t(\"./layout/tick_marks\");function _(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\",r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=y(e,e[this.id]),this.spikeOptions=x(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=u.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var w=_.prototype;w.prepareOptions=function(){var t={canvas:this.canvas,gl:this.gl,glOptions:{preserveDrawingBuffer:h,premultipliedAlpha:!0,antialias:!0},container:this.container,axes:this.axesOptions,spikes:this.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:this.camera,pixelRatio:this.pixelRatio};if(this.staticMode){if(!(i||(n=document.createElement(\"canvas\"),i=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");t.gl=i,t.canvas=n}return t};var T=!0;w.tryCreatePlot=function(){var t=this.prepareOptions(),e=!0;try{this.glplot=s(t)}catch(r){if(this.staticMode||!T||h)e=!1;else{f.warn([\"webgl setup failed possibly due to\",\"false preserveDrawingBuffer config.\",\"The mobile/tablet device may not be detected by is-mobile module.\",\"Enabling preserveDrawingBuffer in second attempt to create webgl scene...\"].join(\" \"));try{h=t.glOptions.preserveDrawingBuffer=!0,this.glplot=s(t)}catch(r){h=t.glOptions.preserveDrawingBuffer=!1,e=!1}}}return T=!1,e},w.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e=\"orthographic\"===t.projection.type;this.camera=o(this.container,{center:[t.center.x,t.center.y,t.center.z],eye:[t.eye.x,t.eye.y,t.eye.z],up:[t.up.x,t.up.y,t.up.z],_ortho:e,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},w.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return m(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},i=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas&&(t.glplot.canvas.addEventListener(\"mouseup\",(function(){i(t)})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,a=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*a.x,y:n*a.y,z:n*a.z})}i(t)}}),!!c&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1)),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},w.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,i=e.container.getBoundingClientRect();r._fullLayout._calcInverseTransform(r);var a=r._fullLayout._invScaleX,o=r._fullLayout._invScaleY,s=i.width*a,l=i.height*o;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+s+\" \"+l),n.setAttributeNS(null,\"width\",s),n.setAttributeNS(null,\"height\",l),b(e),e.glplot.axes.update(e.axesOptions);for(var c,u=Object.keys(e.traces),h=null,g=e.glplot.selection,m=0;m<u.length;++m)\"skip\"!==(t=e.traces[u[m]]).data.hoverinfo&&t.handlePick(g)&&(h=t),t.setContourLevels&&t.setContourLevels();function y(t,r){var n=e.fullSceneLayout[t];return p.tickText(n,n.d2l(r),\"hover\").text}if(null!==h){var x=v(e.glplot.cameraParams,g.dataCoordinate);t=h.data;var _,w=r._fullData[t.index],T=g.index,k={xLabel:y(\"xaxis\",g.traceCoordinate[0]),yLabel:y(\"yaxis\",g.traceCoordinate[1]),zLabel:y(\"zaxis\",g.traceCoordinate[2])},M=d.castHoverinfo(w,e.fullLayout,T),A=(M||\"\").split(\"+\"),S=M&&\"all\"===M;w.hovertemplate||S||(-1===A.indexOf(\"x\")&&(k.xLabel=void 0),-1===A.indexOf(\"y\")&&(k.yLabel=void 0),-1===A.indexOf(\"z\")&&(k.zLabel=void 0),-1===A.indexOf(\"text\")&&(g.textLabel=void 0),-1===A.indexOf(\"name\")&&(h.name=void 0));var E=[];\"cone\"===t.type||\"streamtube\"===t.type?(k.uLabel=y(\"xaxis\",g.traceCoordinate[3]),(S||-1!==A.indexOf(\"u\"))&&E.push(\"u: \"+k.uLabel),k.vLabel=y(\"yaxis\",g.traceCoordinate[4]),(S||-1!==A.indexOf(\"v\"))&&E.push(\"v: \"+k.vLabel),k.wLabel=y(\"zaxis\",g.traceCoordinate[5]),(S||-1!==A.indexOf(\"w\"))&&E.push(\"w: \"+k.wLabel),k.normLabel=g.traceCoordinate[6].toPrecision(3),(S||-1!==A.indexOf(\"norm\"))&&E.push(\"norm: \"+k.normLabel),\"streamtube\"===t.type&&(k.divergenceLabel=g.traceCoordinate[7].toPrecision(3),(S||-1!==A.indexOf(\"divergence\"))&&E.push(\"divergence: \"+k.divergenceLabel)),g.textLabel&&E.push(g.textLabel),_=E.join(\"<br>\")):\"isosurface\"===t.type||\"volume\"===t.type?(k.valueLabel=p.tickText(e._mockAxis,e._mockAxis.d2l(g.traceCoordinate[3]),\"hover\").text,E.push(\"value: \"+k.valueLabel),g.textLabel&&E.push(g.textLabel),_=E.join(\"<br>\")):_=g.textLabel;var C={x:g.traceCoordinate[0],y:g.traceCoordinate[1],z:g.traceCoordinate[2],data:w._input,fullData:w,curveNumber:w.index,pointNumber:T};d.appendArrayPointValue(C,w,T),t._module.eventData&&(C=w._module.eventData(C,g,w,{},T));var L={points:[C]};e.fullSceneLayout.hovermode&&d.loneHover({trace:w,x:(.5+.5*x[0]/x[3])*s,y:(.5-.5*x[1]/x[3])*l,xLabel:k.xLabel,yLabel:k.yLabel,zLabel:k.zLabel,text:_,name:h.name,color:d.castHoverOption(w,T,\"bgcolor\")||h.color,borderColor:d.castHoverOption(w,T,\"bordercolor\"),fontFamily:d.castHoverOption(w,T,\"font.family\"),fontSize:d.castHoverOption(w,T,\"font.size\"),fontColor:d.castHoverOption(w,T,\"font.color\"),nameLength:d.castHoverOption(w,T,\"namelength\"),textAlign:d.castHoverOption(w,T,\"align\"),hovertemplate:f.castOption(w,T,\"hovertemplate\"),hovertemplateLabels:f.extendFlat({},C,k),eventData:[C]},{container:n,gd:r}),g.buttons&&g.distance<5?r.emit(\"plotly_click\",L):r.emit(\"plotly_hover\",L),c=L}else d.loneUnhover(n),r.emit(\"plotly_unhover\",c);e.drawAnnotations(e)},w.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):f.error(\"Catastrophic and unrecoverable WebGL error. Context lost.\")};requestAnimationFrame(e)};var k=[\"xaxis\",\"yaxis\",\"zaxis\"];function M(t,e,r){for(var n=t.fullSceneLayout,i=0;i<3;i++){var a=k[i],o=a.charAt(0),s=n[a],l=e[o],c=e[o+\"calendar\"],u=e[\"_\"+o+\"length\"];if(f.isArrayOrTypedArray(l))for(var h,p=0;p<(u||l.length);p++)if(f.isArrayOrTypedArray(l[p]))for(var d=0;d<l[p].length;++d)h=s.d2l(l[p][d],0,c),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else h=s.d2l(l[p],0,c),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else r[0][i]=Math.min(r[0][i],0),r[1][i]=Math.max(r[1][i],u-1)}}w.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,i,a,o,s,l,c=e[this.id],u=r[this.id];this.fullLayout=e,this.fullSceneLayout=c,this.axesOptions.merge(e,c),this.spikeOptions.merge(c),this.setViewport(c),this.updateFx(c.dragmode,c.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.setClearColor(g(c.bgcolor)),this.setConvert(s),t?Array.isArray(t)||(t=[t]):t=[];var f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&M(this,n,f);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i<3;i++)for(var a=k[i],o=a.charAt(0),s=r[a],l=0;l<n.length;l++){var c=n[l];if(c.visible){var u=s.r2l(c[o]);!isNaN(u)&&isFinite(u)&&(e[0][i]=Math.min(e[0][i],u),e[1][i]=Math.max(e[1][i],u))}}}(this,f);var h=[1,1,1];for(o=0;o<3;++o)f[1][o]===f[0][o]?h[o]=1:h[o]=1/(f[1][o]-f[0][o]);for(this.dataScale=h,this.convertAnnotations(this),a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&((i=this.traces[n.uid])?i.data.type===n.type?i.update(n):(i.dispose(),i=n._module.plot(this,n),this.traces[n.uid]=i):(i=n._module.plot(this,n),this.traces[n.uid]=i),i.name=n.name);var p=Object.keys(this.traces);t:for(a=0;a<p.length;++a){for(o=0;o<t.length;++o)if(t[o].uid===p[a]&&!0===t[o].visible&&0!==t[o]._length)continue t;(i=this.traces[p[a]]).dispose(),delete this.traces[p[a]]}this.glplot.objects.sort((function(t,e){return t._trace.data.index-e._trace.data.index}));var d,m=[[0,0,0],[0,0,0]],v=[],y={};for(a=0;a<3;++a){if((l=(s=c[k[a]]).type)in y?(y[l].acc*=h[a],y[l].count+=1):y[l]={acc:h[a],count:1},s.autorange){m[0][a]=1/0,m[1][a]=-1/0;var x=this.glplot.objects,b=this.fullSceneLayout.annotations||[],_=s._name.charAt(0);for(o=0;o<x.length;o++){var w=x[o],T=w.bounds,A=w._trace.data._pad||0;\"ErrorBars\"===w.constructor.name&&s._lowerLogErrorBound?m[0][a]=Math.min(m[0][a],s._lowerLogErrorBound):m[0][a]=Math.min(m[0][a],T[0][a]/h[a]-A),m[1][a]=Math.max(m[1][a],T[1][a]/h[a]+A)}for(o=0;o<b.length;o++){var S=b[o];if(S.visible){var E=s.r2l(S[_]);m[0][a]=Math.min(m[0][a],E),m[1][a]=Math.max(m[1][a],E)}}if(\"rangemode\"in s&&\"tozero\"===s.rangemode&&(m[0][a]=Math.min(m[0][a],0),m[1][a]=Math.max(m[1][a],0)),m[0][a]>m[1][a])m[0][a]=-1,m[1][a]=1;else{var C=m[1][a]-m[0][a];m[0][a]-=C/32,m[1][a]+=C/32}if(\"reversed\"===s.autorange){var L=m[0][a];m[0][a]=m[1][a],m[1][a]=L}}else{var I=s.range;m[0][a]=s.r2l(I[0]),m[1][a]=s.r2l(I[1])}m[0][a]===m[1][a]&&(m[0][a]-=1,m[1][a]+=1),v[a]=m[1][a]-m[0][a],this.glplot.setBounds(a,{min:m[0][a]*h[a],max:m[1][a]*h[a]})}var P=c.aspectmode;if(\"cube\"===P)d=[1,1,1];else if(\"manual\"===P){var z=c.aspectratio;d=[z.x,z.y,z.z]}else{if(\"auto\"!==P&&\"data\"!==P)throw new Error(\"scene.js aspectRatio was not one of the enumerated types\");var O=[1,1,1];for(a=0;a<3;++a){var D=y[l=(s=c[k[a]]).type];O[a]=Math.pow(D.acc,1/D.count)/h[a]}d=\"data\"===P||Math.max.apply(null,O)/Math.min.apply(null,O)<=4?O:[1,1,1]}c.aspectratio.x=u.aspectratio.x=d[0],c.aspectratio.y=u.aspectratio.y=d[1],c.aspectratio.z=u.aspectratio.z=d[2],this.glplot.setAspectratio(c.aspectratio),this.viewInitial.aspectratio||(this.viewInitial.aspectratio={x:c.aspectratio.x,y:c.aspectratio.y,z:c.aspectratio.z}),this.viewInitial.aspectmode||(this.viewInitial.aspectmode=c.aspectmode);var R=c.domain||null,F=e._size||null;if(R&&F){var B=this.container.style;B.position=\"absolute\",B.left=F.l+R.x[0]*F.w+\"px\",B.top=F.t+(1-R.y[1])*F.h+\"px\",B.width=F.w*(R.x[1]-R.x[0])+\"px\",B.height=F.h*(R.y[1]-R.y[0])+\"px\"}this.glplot.redraw()}},w.destroy=function(){this.glplot&&(this.camera.mouseListener.enabled=!1,this.container.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null,this.glplot.dispose(),this.container.parentNode.removeChild(this.container),this.glplot=null)},w.getCamera=function(){var t;return this.camera.view.recalcMatrix(this.camera.view.lastT()),{up:{x:(t=this.camera).up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]},projection:{type:!0===t._ortho?\"orthographic\":\"perspective\"}}},w.setViewport=function(t){var e,r=t.camera;this.camera.lookAt.apply(this,[[(e=r).eye.x,e.eye.y,e.eye.z],[e.center.x,e.center.y,e.center.z],[e.up.x,e.up.y,e.up.z]]),this.glplot.setAspectratio(t.aspectratio),\"orthographic\"===r.projection.type!==this.camera._ortho&&(this.glplot.redraw(),this.glplot.clearRGBA(),this.glplot.dispose(),this.initializeGLPlot())},w.isCameraChanged=function(t){var e=this.getCamera(),r=f.nestedProperty(t,this.id+\".camera\").get();function n(t,e,r,n){var i=[\"up\",\"center\",\"eye\"],a=[\"x\",\"y\",\"z\"];return e[i[r]]&&t[i[r]][a[n]]===e[i[r]][a[n]]}var i=!1;if(void 0===r)i=!0;else{for(var a=0;a<3;a++)for(var o=0;o<3;o++)if(!n(e,r,a,o)){i=!0;break}(!r.projection||e.projection&&e.projection.type!==r.projection.type)&&(i=!0)}return i},w.isAspectChanged=function(t){var e=this.glplot.getAspectratio(),r=f.nestedProperty(t,this.id+\".aspectratio\").get();return void 0===r||r.x!==e.x||r.y!==e.y||r.z!==e.z},w.saveLayout=function(t){var e,r,n,i,a,o,s=this.fullLayout,l=this.isCameraChanged(t),c=this.isAspectChanged(t),h=l||c;if(h){var p={};if(l&&(e=this.getCamera(),n=(r=f.nestedProperty(t,this.id+\".camera\")).get(),p[this.id+\".camera\"]=n),c&&(i=this.glplot.getAspectratio(),o=(a=f.nestedProperty(t,this.id+\".aspectratio\")).get(),p[this.id+\".aspectratio\"]=o),u.call(\"_storeDirectGUIEdit\",t,s._preGUI,p),l)r.set(e),f.nestedProperty(s,this.id+\".camera\").set(e);if(c)a.set(i),f.nestedProperty(s,this.id+\".aspectratio\").set(i),this.glplot.redraw()}return h},w.updateFx=function(t,e){var r=this.camera;if(r)if(\"orbit\"===t)r.mode=\"orbit\",r.keyBindingMode=\"rotate\";else if(\"turntable\"===t){r.up=[0,0,1],r.mode=\"turntable\",r.keyBindingMode=\"rotate\";var n=this.graphDiv,i=n._fullLayout,a=this.fullSceneLayout.camera,o=a.up.x,s=a.up.y,l=a.up.z;if(l/Math.sqrt(o*o+s*s+l*l)<.999){var c=this.id+\".camera.up\",h={x:0,y:0,z:1},p={};p[c]=h;var d=n.layout;u.call(\"_storeDirectGUIEdit\",d,i._preGUI,p),a.up=h,f.nestedProperty(d,c).set(h)}}else r.keyBindingMode=t;this.fullSceneLayout.hovermode=e},w.toImage=function(t){t||(t=\"png\"),this.staticMode&&this.container.appendChild(n),this.glplot.redraw();var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a),function(t,e,r){for(var n=0,i=r-1;n<i;++n,--i)for(var a=0;a<e;++a)for(var o=0;o<4;++o){var s=4*(e*n+a)+o,l=4*(e*i+a)+o,c=t[s];t[s]=t[l],t[l]=c}}(a,r,i),function(t,e,r){for(var n=0;n<r;++n)for(var i=0;i<e;++i){var a=4*(e*n+i),o=t[a+3];if(o>0)for(var s=255/o,l=0;l<3;++l)t[a+l]=Math.min(s*t[a+l],255)}}(a,r,i);var o=document.createElement(\"canvas\");o.width=r,o.height=i;var s,l=o.getContext(\"2d\"),c=l.createImageData(r,i);switch(c.data.set(a),l.putImageData(c,0,0),t){case\"jpeg\":s=o.toDataURL(\"image/jpeg\");break;case\"webp\":s=o.toDataURL(\"image/webp\");break;default:s=o.toDataURL(\"image/png\")}return this.staticMode&&this.container.removeChild(n),s},w.setConvert=function(){for(var t=0;t<3;t++){var e=this.fullSceneLayout[k[t]];p.setConvert(e,this.fullLayout),e.setScale=f.noop}},w.make4thDimension=function(){var t=this.graphDiv._fullLayout;this._mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},p.setConvert(this._mockAxis,t)},e.exports=_},{\"../../components/fx\":683,\"../../lib\":778,\"../../lib/show_no_webgl_msg\":800,\"../../lib/str2rgbarray\":802,\"../../plots/cartesian/axes\":828,\"../../registry\":911,\"./layout/convert\":874,\"./layout/spikes\":877,\"./layout/tick_marks\":878,\"./project\":879,\"gl-plot3d\":321,\"has-passive-events\":441,\"webgl-context\":606}],881:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){n=n||t.length;for(var i=new Array(n),a=0;a<n;a++)i[a]=[t[a],e[a],r[a]];return i}},{}],882:[function(t,e,r){\"use strict\";var n=t(\"./font_attributes\"),i=t(\"./animation_attributes\"),a=t(\"../components/color/attributes\"),o=t(\"../components/shapes/draw_newshape/attributes\"),s=t(\"./pad_attributes\"),l=t(\"../lib/extend\").extendFlat,c=n({editType:\"calc\"});c.family.dflt='\"Open Sans\", verdana, arial, sans-serif',c.size.dflt=12,c.color.dflt=a.defaultLine,e.exports={font:c,title:{text:{valType:\"string\",editType:\"layoutstyle\"},font:n({editType:\"layoutstyle\"}),xref:{valType:\"enumerated\",dflt:\"container\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},yref:{valType:\"enumerated\",dflt:\"container\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},x:{valType:\"number\",min:0,max:1,dflt:.5,editType:\"layoutstyle\"},y:{valType:\"number\",min:0,max:1,dflt:\"auto\",editType:\"layoutstyle\"},xanchor:{valType:\"enumerated\",dflt:\"auto\",values:[\"auto\",\"left\",\"center\",\"right\"],editType:\"layoutstyle\"},yanchor:{valType:\"enumerated\",dflt:\"auto\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],editType:\"layoutstyle\"},pad:l(s({editType:\"layoutstyle\"}),{}),editType:\"layoutstyle\"},uniformtext:{mode:{valType:\"enumerated\",values:[!1,\"hide\",\"show\"],dflt:!1,editType:\"plot\"},minsize:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"plot\"},autosize:{valType:\"boolean\",dflt:!1,editType:\"none\"},width:{valType:\"number\",min:10,dflt:700,editType:\"plot\"},height:{valType:\"number\",min:10,dflt:450,editType:\"plot\"},margin:{l:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},r:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},t:{valType:\"number\",min:0,dflt:100,editType:\"plot\"},b:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},pad:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},autoexpand:{valType:\"boolean\",dflt:!0,editType:\"plot\"},editType:\"plot\"},computed:{valType:\"any\",editType:\"none\"},paper_bgcolor:{valType:\"color\",dflt:a.background,editType:\"plot\"},plot_bgcolor:{valType:\"color\",dflt:a.background,editType:\"layoutstyle\"},autotypenumbers:{valType:\"enumerated\",values:[\"convert types\",\"strict\"],dflt:\"convert types\",editType:\"calc\"},separators:{valType:\"string\",editType:\"plot\"},hidesources:{valType:\"boolean\",dflt:!1,editType:\"plot\"},showlegend:{valType:\"boolean\",editType:\"legend\"},colorway:{valType:\"colorlist\",dflt:a.defaults,editType:\"calc\"},datarevision:{valType:\"any\",editType:\"calc\"},uirevision:{valType:\"any\",editType:\"none\"},editrevision:{valType:\"any\",editType:\"none\"},selectionrevision:{valType:\"any\",editType:\"none\"},template:{valType:\"any\",editType:\"calc\"},modebar:{orientation:{valType:\"enumerated\",values:[\"v\",\"h\"],dflt:\"h\",editType:\"modebar\"},bgcolor:{valType:\"color\",editType:\"modebar\"},color:{valType:\"color\",editType:\"modebar\"},activecolor:{valType:\"color\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"modebar\"},newshape:o.newshape,activeshape:o.activeshape,meta:{valType:\"any\",arrayOk:!0,editType:\"plot\"},transition:l({},i.transition,{editType:\"none\"}),_deprecated:{title:{valType:\"string\",editType:\"layoutstyle\"},titlefont:n({editType:\"layoutstyle\"})}}},{\"../components/color/attributes\":642,\"../components/shapes/draw_newshape/attributes\":725,\"../lib/extend\":768,\"./animation_attributes\":822,\"./font_attributes\":856,\"./pad_attributes\":890}],883:[function(t,e,r){\"use strict\";var n={\"open-street-map\":{id:\"osm\",version:8,sources:{\"plotly-osm-tiles\":{type:\"raster\",attribution:'<a href=\"http://www.openstreetmap.org/about/\" target=\"_blank\">\\xa9 OpenStreetMap</a>',tiles:[\"https://a.tile.openstreetmap.org/{z}/{x}/{y}.png\",\"https://b.tile.openstreetmap.org/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-osm-tiles\",type:\"raster\",source:\"plotly-osm-tiles\",minzoom:0,maxzoom:22}]},\"white-bg\":{id:\"white-bg\",version:8,sources:{},layers:[{id:\"white-bg\",type:\"background\",paint:{\"background-color\":\"#FFFFFF\"},minzoom:0,maxzoom:22}]},\"carto-positron\":{id:\"carto-positron\",version:8,sources:{\"plotly-carto-positron\":{type:\"raster\",attribution:'<a href=\"https://carto.com/\" target=\"_blank\">\\xa9 CARTO</a>',tiles:[\"https://cartodb-basemaps-c.global.ssl.fastly.net/light_all/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-carto-positron\",type:\"raster\",source:\"plotly-carto-positron\",minzoom:0,maxzoom:22}]},\"carto-darkmatter\":{id:\"carto-darkmatter\",version:8,sources:{\"plotly-carto-darkmatter\":{type:\"raster\",attribution:'<a href=\"https://carto.com/\" target=\"_blank\">\\xa9 CARTO</a>',tiles:[\"https://cartodb-basemaps-c.global.ssl.fastly.net/dark_all/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-carto-darkmatter\",type:\"raster\",source:\"plotly-carto-darkmatter\",minzoom:0,maxzoom:22}]},\"stamen-terrain\":{id:\"stamen-terrain\",version:8,sources:{\"plotly-stamen-terrain\":{type:\"raster\",attribution:'Map tiles by <a href=\"http://stamen.com\">Stamen Design</a>, under <a href=\"http://creativecommons.org/licenses/by/3.0\">CC BY 3.0</a> | Data by <a href=\"http://openstreetmap.org\">OpenStreetMap</a>, under <a href=\"http://www.openstreetmap.org/copyright\">ODbL</a>.',tiles:[\"https://stamen-tiles.a.ssl.fastly.net/terrain/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-stamen-terrain\",type:\"raster\",source:\"plotly-stamen-terrain\",minzoom:0,maxzoom:22}]},\"stamen-toner\":{id:\"stamen-toner\",version:8,sources:{\"plotly-stamen-toner\":{type:\"raster\",attribution:'Map tiles by <a href=\"http://stamen.com\">Stamen Design</a>, under <a href=\"http://creativecommons.org/licenses/by/3.0\">CC BY 3.0</a> | Data by <a href=\"http://openstreetmap.org\">OpenStreetMap</a>, under <a href=\"http://www.openstreetmap.org/copyright\">ODbL</a>.',tiles:[\"https://stamen-tiles.a.ssl.fastly.net/toner/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-stamen-toner\",type:\"raster\",source:\"plotly-stamen-toner\",minzoom:0,maxzoom:22}]},\"stamen-watercolor\":{id:\"stamen-watercolor\",version:8,sources:{\"plotly-stamen-watercolor\":{type:\"raster\",attribution:'Map tiles by <a href=\"http://stamen.com\">Stamen Design</a>, under <a href=\"http://creativecommons.org/licenses/by/3.0\">CC BY 3.0</a> | Data by <a href=\"http://openstreetmap.org\">OpenStreetMap</a>, under <a href=\"http://creativecommons.org/licenses/by-sa/3.0\">CC BY SA</a>.',tiles:[\"https://stamen-tiles.a.ssl.fastly.net/watercolor/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-stamen-watercolor\",type:\"raster\",source:\"plotly-stamen-watercolor\",minzoom:0,maxzoom:22}]}},i=Object.keys(n);e.exports={requiredVersion:\"1.10.1\",styleUrlPrefix:\"mapbox://styles/mapbox/\",styleUrlSuffix:\"v9\",styleValuesMapbox:[\"basic\",\"streets\",\"outdoors\",\"light\",\"dark\",\"satellite\",\"satellite-streets\"],styleValueDflt:\"basic\",stylesNonMapbox:n,styleValuesNonMapbox:i,traceLayerPrefix:\"plotly-trace-layer-\",layoutLayerPrefix:\"plotly-layout-layer-\",wrongVersionErrorMsg:[\"Your custom plotly.js bundle is not using the correct mapbox-gl version\",\"Please install mapbox-gl@1.10.1.\"].join(\"\\n\"),noAccessTokenErrorMsg:[\"Missing Mapbox access token.\",\"Mapbox trace type require a Mapbox access token to be registered.\",\"For example:\",\"  Plotly.plot(gd, data, layout, { mapboxAccessToken: 'my-access-token' });\",\"More info here: https://www.mapbox.com/help/define-access-token/\"].join(\"\\n\"),missingStyleErrorMsg:[\"No valid mapbox style found, please set `mapbox.style` to one of:\",i.join(\", \"),\"or register a Mapbox access token to use a Mapbox-served style.\"].join(\"\\n\"),multipleTokensErrorMsg:[\"Set multiple mapbox access token across different mapbox subplot,\",\"using first token found as mapbox-gl does not allow multipleaccess tokens on the same page.\"].join(\"\\n\"),mapOnErrorMsg:\"Mapbox error.\",mapboxLogo:{path0:\"m 10.5,1.24 c -5.11,0 -9.25,4.15 -9.25,9.25 0,5.1 4.15,9.25 9.25,9.25 5.1,0 9.25,-4.15 9.25,-9.25 0,-5.11 -4.14,-9.25 -9.25,-9.25 z m 4.39,11.53 c -1.93,1.93 -4.78,2.31 -6.7,2.31 -0.7,0 -1.41,-0.05 -2.1,-0.16 0,0 -1.02,-5.64 2.14,-8.81 0.83,-0.83 1.95,-1.28 3.13,-1.28 1.27,0 2.49,0.51 3.39,1.42 1.84,1.84 1.89,4.75 0.14,6.52 z\",path1:\"M 10.5,-0.01 C 4.7,-0.01 0,4.7 0,10.49 c 0,5.79 4.7,10.5 10.5,10.5 5.8,0 10.5,-4.7 10.5,-10.5 C 20.99,4.7 16.3,-0.01 10.5,-0.01 Z m 0,19.75 c -5.11,0 -9.25,-4.15 -9.25,-9.25 0,-5.1 4.14,-9.26 9.25,-9.26 5.11,0 9.25,4.15 9.25,9.25 0,5.13 -4.14,9.26 -9.25,9.26 z\",path2:\"M 14.74,6.25 C 12.9,4.41 9.98,4.35 8.23,6.1 5.07,9.27 6.09,14.91 6.09,14.91 c 0,0 5.64,1.02 8.81,-2.14 C 16.64,11 16.59,8.09 14.74,6.25 Z m -2.27,4.09 -0.91,1.87 -0.9,-1.87 -1.86,-0.91 1.86,-0.9 0.9,-1.87 0.91,1.87 1.86,0.9 z\",polygon:\"11.56,12.21 10.66,10.34 8.8,9.43 10.66,8.53 11.56,6.66 12.47,8.53 14.33,9.43 12.47,10.34\"},styleRules:{map:\"overflow:hidden;position:relative;\",\"missing-css\":\"display:none;\",canary:\"background-color:salmon;\",\"ctrl-bottom-left\":\"position: absolute; pointer-events: none; z-index: 2; bottom: 0; left: 0;\",\"ctrl-bottom-right\":\"position: absolute; pointer-events: none; z-index: 2; right: 0; bottom: 0;\",ctrl:\"clear: both; pointer-events: auto; transform: translate(0, 0);\",\"ctrl-attrib.mapboxgl-compact .mapboxgl-ctrl-attrib-inner\":\"display: none;\",\"ctrl-attrib.mapboxgl-compact:hover .mapboxgl-ctrl-attrib-inner\":\"display: block; margin-top:2px\",\"ctrl-attrib.mapboxgl-compact:hover\":\"padding: 2px 24px 2px 4px; visibility: visible; margin-top: 6px;\",\"ctrl-attrib.mapboxgl-compact::after\":'content: \"\"; cursor: pointer; position: absolute; background-image: url(\\'data:image/svg+xml;charset=utf-8,%3Csvg viewBox=\"0 0 20 20\" xmlns=\"http://www.w3.org/2000/svg\"%3E %3Cpath fill=\"%23333333\" fill-rule=\"evenodd\" d=\"M4,10a6,6 0 1,0 12,0a6,6 0 1,0 -12,0 M9,7a1,1 0 1,0 2,0a1,1 0 1,0 -2,0 M9,10a1,1 0 1,1 2,0l0,3a1,1 0 1,1 -2,0\"/%3E %3C/svg%3E\\'); background-color: rgba(255, 255, 255, 0.5); width: 24px; height: 24px; box-sizing: border-box; border-radius: 12px;',\"ctrl-attrib.mapboxgl-compact\":\"min-height: 20px; padding: 0; margin: 10px; position: relative; background-color: #fff; border-radius: 3px 12px 12px 3px;\",\"ctrl-bottom-right > .mapboxgl-ctrl-attrib.mapboxgl-compact::after\":\"bottom: 0; right: 0\",\"ctrl-bottom-left > .mapboxgl-ctrl-attrib.mapboxgl-compact::after\":\"bottom: 0; left: 0\",\"ctrl-bottom-left .mapboxgl-ctrl\":\"margin: 0 0 10px 10px; float: left;\",\"ctrl-bottom-right .mapboxgl-ctrl\":\"margin: 0 10px 10px 0; float: right;\",\"ctrl-attrib\":\"color: rgba(0, 0, 0, 0.75); text-decoration: none; font-size: 12px\",\"ctrl-attrib a\":\"color: rgba(0, 0, 0, 0.75); text-decoration: none; font-size: 12px\",\"ctrl-attrib a:hover\":\"color: inherit; text-decoration: underline;\",\"ctrl-attrib .mapbox-improve-map\":\"font-weight: bold; margin-left: 2px;\",\"attrib-empty\":\"display: none;\",\"ctrl-logo\":'display:block; width: 21px; height: 21px; background-image: url(\\'data:image/svg+xml;charset=utf-8,%3C?xml version=\"1.0\" encoding=\"utf-8\"?%3E %3Csvg version=\"1.1\" id=\"Layer_1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 21 21\" style=\"enable-background:new 0 0 21 21;\" xml:space=\"preserve\"%3E%3Cg transform=\"translate(0,0.01)\"%3E%3Cpath d=\"m 10.5,1.24 c -5.11,0 -9.25,4.15 -9.25,9.25 0,5.1 4.15,9.25 9.25,9.25 5.1,0 9.25,-4.15 9.25,-9.25 0,-5.11 -4.14,-9.25 -9.25,-9.25 z m 4.39,11.53 c -1.93,1.93 -4.78,2.31 -6.7,2.31 -0.7,0 -1.41,-0.05 -2.1,-0.16 0,0 -1.02,-5.64 2.14,-8.81 0.83,-0.83 1.95,-1.28 3.13,-1.28 1.27,0 2.49,0.51 3.39,1.42 1.84,1.84 1.89,4.75 0.14,6.52 z\" style=\"opacity:0.9;fill:%23ffffff;enable-background:new\" class=\"st0\"/%3E%3Cpath d=\"M 10.5,-0.01 C 4.7,-0.01 0,4.7 0,10.49 c 0,5.79 4.7,10.5 10.5,10.5 5.8,0 10.5,-4.7 10.5,-10.5 C 20.99,4.7 16.3,-0.01 10.5,-0.01 Z m 0,19.75 c -5.11,0 -9.25,-4.15 -9.25,-9.25 0,-5.1 4.14,-9.26 9.25,-9.26 5.11,0 9.25,4.15 9.25,9.25 0,5.13 -4.14,9.26 -9.25,9.26 z\" style=\"opacity:0.35;enable-background:new\" class=\"st1\"/%3E%3Cpath d=\"M 14.74,6.25 C 12.9,4.41 9.98,4.35 8.23,6.1 5.07,9.27 6.09,14.91 6.09,14.91 c 0,0 5.64,1.02 8.81,-2.14 C 16.64,11 16.59,8.09 14.74,6.25 Z m -2.27,4.09 -0.91,1.87 -0.9,-1.87 -1.86,-0.91 1.86,-0.9 0.9,-1.87 0.91,1.87 1.86,0.9 z\" style=\"opacity:0.35;enable-background:new\" class=\"st1\"/%3E%3Cpolygon points=\"11.56,12.21 10.66,10.34 8.8,9.43 10.66,8.53 11.56,6.66 12.47,8.53 14.33,9.43 12.47,10.34 \" style=\"opacity:0.9;fill:%23ffffff;enable-background:new\" class=\"st0\"/%3E%3C/g%3E%3C/svg%3E\\')'}}},{}],884:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var r=t.split(\" \"),i=r[0],a=r[1],o=n.isArrayOrTypedArray(e)?n.mean(e):e,s=.5+o/100,l=1.5+o/100,c=[\"\",\"\"],u=[0,0];switch(i){case\"top\":c[0]=\"top\",u[1]=-l;break;case\"bottom\":c[0]=\"bottom\",u[1]=l}switch(a){case\"left\":c[1]=\"right\",u[0]=-s;break;case\"right\":c[1]=\"left\",u[0]=s}return{anchor:c[0]&&c[1]?c.join(\"-\"):c[0]?c[0]:c[1]?c[1]:\"center\",offset:u}}},{\"../../lib\":778}],885:[function(t,e,r){\"use strict\";var n=t(\"mapbox-gl\"),i=t(\"../../lib\"),a=i.strTranslate,o=i.strScale,s=t(\"../../plots/get_data\").getSubplotCalcData,l=t(\"../../constants/xmlns_namespaces\"),c=t(\"d3\"),u=t(\"../../components/drawing\"),f=t(\"../../lib/svg_text_utils\"),h=t(\"./mapbox\"),p=r.constants=t(\"./constants\");function d(t){return\"string\"==typeof t&&(-1!==p.styleValuesMapbox.indexOf(t)||0===t.indexOf(\"mapbox://\"))}r.name=\"mapbox\",r.attr=\"subplot\",r.idRoot=\"mapbox\",r.idRegex=r.attrRegex=i.counterRegex(\"mapbox\"),r.attributes={subplot:{valType:\"subplotid\",dflt:\"mapbox\",editType:\"calc\"}},r.layoutAttributes=t(\"./layout_attributes\"),r.supplyLayoutDefaults=t(\"./layout_defaults\"),r.plot=function(t){var e=t._fullLayout,r=t.calcdata,a=e._subplots.mapbox;if(n.version!==p.requiredVersion)throw new Error(p.wrongVersionErrorMsg);var o=function(t,e){var r=t._fullLayout;if(\"\"===t._context.mapboxAccessToken)return\"\";for(var n=[],a=[],o=!1,s=!1,l=0;l<e.length;l++){var c=r[e[l]],u=c.accesstoken;d(c.style)&&(u?i.pushUnique(n,u):(d(c._input.style)&&(i.error(\"Uses Mapbox map style, but did not set an access token.\"),o=!0),s=!0)),u&&i.pushUnique(a,u)}if(s){var f=o?p.noAccessTokenErrorMsg:p.missingStyleErrorMsg;throw i.error(f),new Error(f)}return n.length?(n.length>1&&i.warn(p.multipleTokensErrorMsg),n[0]):(a.length&&i.log([\"Listed mapbox access token(s)\",a.join(\",\"),\"but did not use a Mapbox map style, ignoring token(s).\"].join(\" \")),\"\")}(t,a);n.accessToken=o;for(var l=0;l<a.length;l++){var c=a[l],u=s(r,\"mapbox\",c),f=e[c],g=f._subplot;g||(g=new h(t,c),e[c]._subplot=g),g.viewInitial||(g.viewInitial={center:i.extendFlat({},f.center),zoom:f.zoom,bearing:f.bearing,pitch:f.pitch}),g.plot(u,e,t._promises)}},r.clean=function(t,e,r,n){for(var i=n._subplots.mapbox||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._subplot&&n[o]._subplot.destroy()}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.mapbox,n=e._size,i=0;i<r.length;i++){var s=e[r[i]],h=s.domain,d=s._subplot.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":d,x:n.l+n.w*h.x[0],y:n.t+n.h*(1-h.y[1]),width:n.w*(h.x[1]-h.x[0]),height:n.h*(h.y[1]-h.y[0]),preserveAspectRatio:\"none\"});var g=c.select(s._subplot.div);if(!(null===g.select(\".mapboxgl-ctrl-logo\").node().offsetParent)){var m=e._glimages.append(\"g\");m.attr(\"transform\",a(n.l+n.w*h.x[0]+10,n.t+n.h*(1-h.y[0])-31)),m.append(\"path\").attr(\"d\",p.mapboxLogo.path0).style({opacity:.9,fill:\"#ffffff\",\"enable-background\":\"new\"}),m.append(\"path\").attr(\"d\",p.mapboxLogo.path1).style(\"opacity\",.35).style(\"enable-background\",\"new\"),m.append(\"path\").attr(\"d\",p.mapboxLogo.path2).style(\"opacity\",.35).style(\"enable-background\",\"new\"),m.append(\"polygon\").attr(\"points\",p.mapboxLogo.polygon).style({opacity:.9,fill:\"#ffffff\",\"enable-background\":\"new\"})}var v=g.select(\".mapboxgl-ctrl-attrib\").text().replace(\"Improve this map\",\"\"),y=e._glimages.append(\"g\"),x=y.append(\"text\");x.text(v).classed(\"static-attribution\",!0).attr({\"font-size\":12,\"font-family\":\"Arial\",color:\"rgba(0, 0, 0, 0.75)\",\"text-anchor\":\"end\",\"data-unformatted\":v});var b=u.bBox(x.node()),_=n.w*(h.x[1]-h.x[0]);if(b.width>_/2){var w=v.split(\"|\").join(\"<br>\");x.text(w).attr(\"data-unformatted\",w).call(f.convertToTspans,t),b=u.bBox(x.node())}x.attr(\"transform\",a(-3,8-b.height)),y.insert(\"rect\",\".static-attribution\").attr({x:-b.width-6,y:-b.height-3,width:b.width+6,height:b.height+3,fill:\"rgba(255, 255, 255, 0.75)\"});var T=1;b.width+6>_&&(T=_/(b.width+6));var k=[n.l+n.w*h.x[1],n.t+n.h*(1-h.y[0])];y.attr(\"transform\",a(k[0],k[1])+o(T))}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.mapbox,n=0;n<r.length;n++){e[r[n]]._subplot.updateFx(e)}}},{\"../../components/drawing\":665,\"../../constants/xmlns_namespaces\":754,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../../plots/get_data\":865,\"./constants\":883,\"./layout_attributes\":887,\"./layout_defaults\":888,\"./mapbox\":889,d3:169,\"mapbox-gl\":473}],886:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../lib/svg_text_utils\").sanitizeHTML,a=t(\"./convert_text_opts\"),o=t(\"./constants\");function s(t,e){this.subplot=t,this.uid=t.uid+\"-\"+e,this.index=e,this.idSource=\"source-\"+this.uid,this.idLayer=o.layoutLayerPrefix+this.uid,this.sourceType=null,this.source=null,this.layerType=null,this.below=null,this.visible=!1}var l=s.prototype;function c(t){if(!t.visible)return!1;var e=t.source;if(Array.isArray(e)&&e.length>0){for(var r=0;r<e.length;r++)if(\"string\"!=typeof e[r]||0===e[r].length)return!1;return!0}return n.isPlainObject(e)||\"string\"==typeof e&&e.length>0}function u(t){var e={},r={};switch(t.type){case\"circle\":n.extendFlat(r,{\"circle-radius\":t.circle.radius,\"circle-color\":t.color,\"circle-opacity\":t.opacity});break;case\"line\":n.extendFlat(r,{\"line-width\":t.line.width,\"line-color\":t.color,\"line-opacity\":t.opacity,\"line-dasharray\":t.line.dash});break;case\"fill\":n.extendFlat(r,{\"fill-color\":t.color,\"fill-outline-color\":t.fill.outlinecolor,\"fill-opacity\":t.opacity});break;case\"symbol\":var i=t.symbol,o=a(i.textposition,i.iconsize);n.extendFlat(e,{\"icon-image\":i.icon+\"-15\",\"icon-size\":i.iconsize/10,\"text-field\":i.text,\"text-size\":i.textfont.size,\"text-anchor\":o.anchor,\"text-offset\":o.offset,\"symbol-placement\":i.placement}),n.extendFlat(r,{\"icon-color\":t.color,\"text-color\":i.textfont.color,\"text-opacity\":t.opacity});break;case\"raster\":n.extendFlat(r,{\"raster-fade-duration\":0,\"raster-opacity\":t.opacity})}return{layout:e,paint:r}}l.update=function(t){this.visible?this.needsNewImage(t)?this.updateImage(t):this.needsNewSource(t)?(this.removeLayer(),this.updateSource(t),this.updateLayer(t)):this.needsNewLayer(t)?this.updateLayer(t):this.updateStyle(t):(this.updateSource(t),this.updateLayer(t)),this.visible=c(t)},l.needsNewImage=function(t){return this.subplot.map.getSource(this.idSource)&&\"image\"===this.sourceType&&\"image\"===t.sourcetype&&(this.source!==t.source||JSON.stringify(this.coordinates)!==JSON.stringify(t.coordinates))},l.needsNewSource=function(t){return this.sourceType!==t.sourcetype||JSON.stringify(this.source)!==JSON.stringify(t.source)||this.layerType!==t.type},l.needsNewLayer=function(t){return this.layerType!==t.type||this.below!==this.subplot.belowLookup[\"layout-\"+this.index]},l.lookupBelow=function(){return this.subplot.belowLookup[\"layout-\"+this.index]},l.updateImage=function(t){this.subplot.map.getSource(this.idSource).updateImage({url:t.source,coordinates:t.coordinates});var e=this.findFollowingMapboxLayerId(this.lookupBelow());null!==e&&this.subplot.map.moveLayer(this.idLayer,e)},l.updateSource=function(t){var e=this.subplot.map;if(e.getSource(this.idSource)&&e.removeSource(this.idSource),this.sourceType=t.sourcetype,this.source=t.source,c(t)){var r=function(t){var e,r=t.sourcetype,n=t.source,a={type:r};\"geojson\"===r?e=\"data\":\"vector\"===r?e=\"string\"==typeof n?\"url\":\"tiles\":\"raster\"===r?(e=\"tiles\",a.tileSize=256):\"image\"===r&&(e=\"url\",a.coordinates=t.coordinates);a[e]=n,t.sourceattribution&&(a.attribution=i(t.sourceattribution));return a}(t);e.addSource(this.idSource,r)}},l.findFollowingMapboxLayerId=function(t){if(\"traces\"===t)for(var e=this.subplot.getMapLayers(),r=0;r<e.length;r++){var n=e[r].id;if(\"string\"==typeof n&&0===n.indexOf(o.traceLayerPrefix)){t=n;break}}return t},l.updateLayer=function(t){var e=this.subplot,r=u(t),n=this.lookupBelow(),i=this.findFollowingMapboxLayerId(n);this.removeLayer(),c(t)&&e.addLayer({id:this.idLayer,source:this.idSource,\"source-layer\":t.sourcelayer||\"\",type:t.type,minzoom:t.minzoom,maxzoom:t.maxzoom,layout:r.layout,paint:r.paint},i),this.layerType=t.type,this.below=n},l.updateStyle=function(t){if(c(t)){var e=u(t);this.subplot.setOptions(this.idLayer,\"setLayoutProperty\",e.layout),this.subplot.setOptions(this.idLayer,\"setPaintProperty\",e.paint)}},l.removeLayer=function(){var t=this.subplot.map;t.getLayer(this.idLayer)&&t.removeLayer(this.idLayer)},l.dispose=function(){var t=this.subplot.map;t.getLayer(this.idLayer)&&t.removeLayer(this.idLayer),t.getSource(this.idSource)&&t.removeSource(this.idSource)},e.exports=function(t,e,r){var n=new s(t,e);return n.update(r),n}},{\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"./constants\":883,\"./convert_text_opts\":884}],887:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\").defaultLine,a=t(\"../domain\").attributes,o=t(\"../font_attributes\"),s=t(\"../../traces/scatter/attributes\").textposition,l=t(\"../../plot_api/edit_types\").overrideAll,c=t(\"../../plot_api/plot_template\").templatedArray,u=t(\"./constants\"),f=o({});f.family.dflt=\"Open Sans Regular, Arial Unicode MS Regular\",(e.exports=l({_arrayAttrRegexps:[n.counterRegex(\"mapbox\",\".layers\",!0)],domain:a({name:\"mapbox\"}),accesstoken:{valType:\"string\",noBlank:!0,strict:!0},style:{valType:\"any\",values:u.styleValuesMapbox.concat(u.styleValuesNonMapbox),dflt:u.styleValueDflt},center:{lon:{valType:\"number\",dflt:0},lat:{valType:\"number\",dflt:0}},zoom:{valType:\"number\",dflt:1},bearing:{valType:\"number\",dflt:0},pitch:{valType:\"number\",dflt:0},layers:c(\"layer\",{visible:{valType:\"boolean\",dflt:!0},sourcetype:{valType:\"enumerated\",values:[\"geojson\",\"vector\",\"raster\",\"image\"],dflt:\"geojson\"},source:{valType:\"any\"},sourcelayer:{valType:\"string\",dflt:\"\"},sourceattribution:{valType:\"string\"},type:{valType:\"enumerated\",values:[\"circle\",\"line\",\"fill\",\"symbol\",\"raster\"],dflt:\"circle\"},coordinates:{valType:\"any\"},below:{valType:\"string\"},color:{valType:\"color\",dflt:i},opacity:{valType:\"number\",min:0,max:1,dflt:1},minzoom:{valType:\"number\",min:0,max:24,dflt:0},maxzoom:{valType:\"number\",min:0,max:24,dflt:24},circle:{radius:{valType:\"number\",dflt:15}},line:{width:{valType:\"number\",dflt:2},dash:{valType:\"data_array\"}},fill:{outlinecolor:{valType:\"color\",dflt:i}},symbol:{icon:{valType:\"string\",dflt:\"marker\"},iconsize:{valType:\"number\",dflt:10},text:{valType:\"string\",dflt:\"\"},placement:{valType:\"enumerated\",values:[\"point\",\"line\",\"line-center\"],dflt:\"point\"},textfont:f,textposition:n.extendFlat({},s,{arrayOk:!1})}})},\"plot\",\"from-root\")).uirevision={valType:\"any\",editType:\"none\"}},{\"../../components/color\":643,\"../../lib\":778,\"../../plot_api/edit_types\":810,\"../../plot_api/plot_template\":817,\"../../traces/scatter/attributes\":1187,\"../domain\":855,\"../font_attributes\":856,\"./constants\":883}],888:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../subplot_defaults\"),a=t(\"../array_container_defaults\"),o=t(\"./layout_attributes\");function s(t,e,r,n){r(\"accesstoken\",n.accessToken),r(\"style\"),r(\"center.lon\"),r(\"center.lat\"),r(\"zoom\"),r(\"bearing\"),r(\"pitch\"),a(t,e,{name:\"layers\",handleItemDefaults:l}),e._input=t}function l(t,e){function r(r,i){return n.coerce(t,e,o.layers,r,i)}if(r(\"visible\")){var i,a=r(\"sourcetype\"),s=\"raster\"===a||\"image\"===a;r(\"source\"),r(\"sourceattribution\"),\"vector\"===a&&r(\"sourcelayer\"),\"image\"===a&&r(\"coordinates\"),s&&(i=\"raster\");var l=r(\"type\",i);s&&\"raster\"!==l&&(l=e.type=\"raster\",n.log(\"Source types *raster* and *image* must drawn *raster* layer type.\")),r(\"below\"),r(\"color\"),r(\"opacity\"),r(\"minzoom\"),r(\"maxzoom\"),\"circle\"===l&&r(\"circle.radius\"),\"line\"===l&&(r(\"line.width\"),r(\"line.dash\")),\"fill\"===l&&r(\"fill.outlinecolor\"),\"symbol\"===l&&(r(\"symbol.icon\"),r(\"symbol.iconsize\"),r(\"symbol.text\"),n.coerceFont(r,\"symbol.textfont\"),r(\"symbol.textposition\"),r(\"symbol.placement\"))}}e.exports=function(t,e,r){i(t,e,r,{type:\"mapbox\",attributes:o,handleDefaults:s,partition:\"y\",accessToken:e._mapboxAccessToken})}},{\"../../lib\":778,\"../array_container_defaults\":823,\"../subplot_defaults\":905,\"./layout_attributes\":887}],889:[function(t,e,r){\"use strict\";var n=t(\"mapbox-gl\"),i=t(\"../../lib\"),a=t(\"../../lib/geo_location_utils\"),o=t(\"../../registry\"),s=t(\"../cartesian/axes\"),l=t(\"../../components/dragelement\"),c=t(\"../../components/fx\"),u=t(\"../../components/dragelement/helpers\"),f=u.rectMode,h=u.drawMode,p=u.selectMode,d=t(\"../cartesian/select\").prepSelect,g=t(\"../cartesian/select\").clearSelect,m=t(\"../cartesian/select\").clearSelectionsCache,v=t(\"../cartesian/select\").selectOnClick,y=t(\"./constants\"),x=t(\"./layers\");function b(t,e){this.id=e,this.gd=t;var r=t._fullLayout,n=t._context;this.container=r._glcontainer.node(),this.isStatic=n.staticPlot,this.uid=r._uid+\"-\"+this.id,this.div=null,this.xaxis=null,this.yaxis=null,this.createFramework(r),this.map=null,this.accessToken=null,this.styleObj=null,this.traceHash={},this.layerList=[],this.belowLookup={},this.dragging=!1,this.wheeling=!1}var _=b.prototype;_.plot=function(t,e,r){var n,i=this,a=e[i.id];i.map&&a.accesstoken!==i.accessToken&&(i.map.remove(),i.map=null,i.styleObj=null,i.traceHash={},i.layerList=[]),n=i.map?new Promise((function(r,n){i.updateMap(t,e,r,n)})):new Promise((function(r,n){i.createMap(t,e,r,n)})),r.push(n)},_.createMap=function(t,e,r,i){var o=this,s=e[o.id],l=o.styleObj=T(s.style);o.accessToken=s.accesstoken;var c=o.map=new n.Map({container:o.div,style:l.style,center:M(s.center),zoom:s.zoom,bearing:s.bearing,pitch:s.pitch,interactive:!o.isStatic,preserveDrawingBuffer:o.isStatic,doubleClickZoom:!1,boxZoom:!1,attributionControl:!1}).addControl(new n.AttributionControl({compact:!0}));c._canvas.style.left=\"0px\",c._canvas.style.top=\"0px\",o.rejectOnError(i),o.isStatic||o.initFx(t,e);var u=[];u.push(new Promise((function(t){c.once(\"load\",t)}))),u=u.concat(a.fetchTraceGeoData(t)),Promise.all(u).then((function(){o.fillBelowLookup(t,e),o.updateData(t),o.updateLayout(e),o.resolveOnRender(r)})).catch(i)},_.updateMap=function(t,e,r,n){var i=this,o=i.map,s=e[this.id];i.rejectOnError(n);var l=[],c=T(s.style);JSON.stringify(i.styleObj)!==JSON.stringify(c)&&(i.styleObj=c,o.setStyle(c.style),i.traceHash={},l.push(new Promise((function(t){o.once(\"styledata\",t)})))),l=l.concat(a.fetchTraceGeoData(t)),Promise.all(l).then((function(){i.fillBelowLookup(t,e),i.updateData(t),i.updateLayout(e),i.resolveOnRender(r)})).catch(n)},_.fillBelowLookup=function(t,e){var r,n,i=e[this.id].layers,a=this.belowLookup={},o=!1;for(r=0;r<t.length;r++){var s=t[r][0].trace,l=s._module;\"string\"==typeof s.below?n=s.below:l.getBelow&&(n=l.getBelow(s,this)),\"\"===n&&(o=!0),a[\"trace-\"+s.uid]=n||\"\"}for(r=0;r<i.length;r++){var c=i[r];n=\"string\"==typeof c.below?c.below:o?\"traces\":\"\",a[\"layout-\"+r]=n}var u,f,h={};for(u in a)h[n=a[u]]?h[n].push(u):h[n]=[u];for(n in h){var p=h[n];if(p.length>1)for(r=0;r<p.length;r++)0===(u=p[r]).indexOf(\"trace-\")?(f=u.split(\"trace-\")[1],this.traceHash[f]&&(this.traceHash[f].below=null)):0===u.indexOf(\"layout-\")&&(f=u.split(\"layout-\")[1],this.layerList[f]&&(this.layerList[f].below=null))}};var w={choroplethmapbox:0,densitymapbox:1,scattermapbox:2};function T(t){var e={};return i.isPlainObject(t)?(e.id=t.id,e.style=t):\"string\"==typeof t?(e.id=t,-1!==y.styleValuesMapbox.indexOf(t)?e.style=k(t):y.stylesNonMapbox[t]?e.style=y.stylesNonMapbox[t]:e.style=t):(e.id=y.styleValueDflt,e.style=k(y.styleValueDflt)),e.transition={duration:0,delay:0},e}function k(t){return y.styleUrlPrefix+t+\"-\"+y.styleUrlSuffix}function M(t){return[t.lon,t.lat]}_.updateData=function(t){var e,r,n,i,a=this.traceHash,o=t.slice().sort((function(t,e){return w[t[0].trace.type]-w[e[0].trace.type]}));for(n=0;n<o.length;n++){var s=o[n],l=!1;(e=a[(r=s[0].trace).uid])&&(e.type===r.type?(e.update(s),l=!0):e.dispose()),!l&&r._module&&(a[r.uid]=r._module.plot(this,s))}var c=Object.keys(a);t:for(n=0;n<c.length;n++){var u=c[n];for(i=0;i<t.length;i++)if(u===(r=t[i][0].trace).uid)continue t;(e=a[u]).dispose(),delete a[u]}},_.updateLayout=function(t){var e=this.map,r=t[this.id];this.dragging||this.wheeling||(e.setCenter(M(r.center)),e.setZoom(r.zoom),e.setBearing(r.bearing),e.setPitch(r.pitch)),this.updateLayers(t),this.updateFramework(t),this.updateFx(t),this.map.resize(),this.gd._context._scrollZoom.mapbox?e.scrollZoom.enable():e.scrollZoom.disable()},_.resolveOnRender=function(t){var e=this.map;e.on(\"render\",(function r(){e.loaded()&&(e.off(\"render\",r),setTimeout(t,10))}))},_.rejectOnError=function(t){var e=this.map;function r(){t(new Error(y.mapOnErrorMsg))}e.once(\"error\",r),e.once(\"style.error\",r),e.once(\"source.error\",r),e.once(\"tile.error\",r),e.once(\"layer.error\",r)},_.createFramework=function(t){var e=this,r=e.div=document.createElement(\"div\");r.id=e.uid,r.style.position=\"absolute\",e.container.appendChild(r),e.xaxis={_id:\"x\",c2p:function(t){return e.project(t).x}},e.yaxis={_id:\"y\",c2p:function(t){return e.project(t).y}},e.updateFramework(t),e.mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},s.setConvert(e.mockAxis,t)},_.initFx=function(t,e){var r=this,n=r.gd,i=r.map;function a(){c.loneUnhover(e._hoverlayer)}function s(){var t=r.getView();n.emit(\"plotly_relayouting\",r.getViewEditsWithDerived(t))}i.on(\"moveend\",(function(t){if(r.map){var e=n._fullLayout;if(t.originalEvent||r.wheeling){var i=e[r.id];o.call(\"_storeDirectGUIEdit\",n.layout,e._preGUI,r.getViewEdits(i));var a=r.getView();i._input.center=i.center=a.center,i._input.zoom=i.zoom=a.zoom,i._input.bearing=i.bearing=a.bearing,i._input.pitch=i.pitch=a.pitch,n.emit(\"plotly_relayout\",r.getViewEditsWithDerived(a))}t.originalEvent&&\"mouseup\"===t.originalEvent.type?r.dragging=!1:r.wheeling&&(r.wheeling=!1),e._rehover&&e._rehover()}})),i.on(\"wheel\",(function(){r.wheeling=!0})),i.on(\"mousemove\",(function(t){var e=r.div.getBoundingClientRect(),a=[t.originalEvent.offsetX,t.originalEvent.offsetY];t.target.getBoundingClientRect=function(){return e},r.xaxis.p2c=function(){return i.unproject(a).lng},r.yaxis.p2c=function(){return i.unproject(a).lat},n._fullLayout._rehover=function(){n._fullLayout._hoversubplot===r.id&&n._fullLayout[r.id]&&c.hover(n,t,r.id)},c.hover(n,t,r.id),n._fullLayout._hoversubplot=r.id})),i.on(\"dragstart\",(function(){r.dragging=!0,a()})),i.on(\"zoomstart\",a),i.on(\"mouseout\",(function(){n._fullLayout._hoversubplot=null})),i.on(\"drag\",s),i.on(\"zoom\",s),i.on(\"dblclick\",(function(){var t=n._fullLayout[r.id];o.call(\"_storeDirectGUIEdit\",n.layout,n._fullLayout._preGUI,r.getViewEdits(t));var e=r.viewInitial;i.setCenter(M(e.center)),i.setZoom(e.zoom),i.setBearing(e.bearing),i.setPitch(e.pitch);var a=r.getView();t._input.center=t.center=a.center,t._input.zoom=t.zoom=a.zoom,t._input.bearing=t.bearing=a.bearing,t._input.pitch=t.pitch=a.pitch,n.emit(\"plotly_doubleclick\",null),n.emit(\"plotly_relayout\",r.getViewEditsWithDerived(a))})),r.clearSelect=function(){m(r.dragOptions),g(r.dragOptions.gd)},r.onClickInPanFn=function(t){return function(e){var i=n._fullLayout.clickmode;i.indexOf(\"select\")>-1&&v(e.originalEvent,n,[r.xaxis],[r.yaxis],r.id,t),i.indexOf(\"event\")>-1&&c.click(n,e.originalEvent)}}},_.updateFx=function(t){var e=this,r=e.map,n=e.gd;if(!e.isStatic){var a,o=t.dragmode;a=f(o)?function(t,r){(t.range={})[e.id]=[c([r.xmin,r.ymin]),c([r.xmax,r.ymax])]}:function(t,r,n){(t.lassoPoints={})[e.id]=n.filtered.map(c)};var s=e.dragOptions;e.dragOptions=i.extendDeep(s||{},{dragmode:t.dragmode,element:e.div,gd:n,plotinfo:{id:e.id,domain:t[e.id].domain,xaxis:e.xaxis,yaxis:e.yaxis,fillRangeItems:a},xaxes:[e.xaxis],yaxes:[e.yaxis],subplot:e.id}),r.off(\"click\",e.onClickInPanHandler),p(o)||h(o)?(r.dragPan.disable(),r.on(\"zoomstart\",e.clearSelect),e.dragOptions.prepFn=function(t,r,n){d(t,r,n,e.dragOptions,o)},l.init(e.dragOptions)):(r.dragPan.enable(),r.off(\"zoomstart\",e.clearSelect),e.div.onmousedown=null,e.onClickInPanHandler=e.onClickInPanFn(e.dragOptions),r.on(\"click\",e.onClickInPanHandler))}function c(t){var r=e.map.unproject(t);return[r.lng,r.lat]}},_.updateFramework=function(t){var e=t[this.id].domain,r=t._size,n=this.div.style;n.width=r.w*(e.x[1]-e.x[0])+\"px\",n.height=r.h*(e.y[1]-e.y[0])+\"px\",n.left=r.l+e.x[0]*r.w+\"px\",n.top=r.t+(1-e.y[1])*r.h+\"px\",this.xaxis._offset=r.l+e.x[0]*r.w,this.xaxis._length=r.w*(e.x[1]-e.x[0]),this.yaxis._offset=r.t+(1-e.y[1])*r.h,this.yaxis._length=r.h*(e.y[1]-e.y[0])},_.updateLayers=function(t){var e,r=t[this.id].layers,n=this.layerList;if(r.length!==n.length){for(e=0;e<n.length;e++)n[e].dispose();for(n=this.layerList=[],e=0;e<r.length;e++)n.push(x(this,e,r[e]))}else for(e=0;e<r.length;e++)n[e].update(r[e])},_.destroy=function(){this.map&&(this.map.remove(),this.map=null,this.container.removeChild(this.div))},_.toImage=function(){return this.map.stop(),this.map.getCanvas().toDataURL()},_.setOptions=function(t,e,r){for(var n in r)this.map[e](t,n,r[n])},_.getMapLayers=function(){return this.map.getStyle().layers},_.addLayer=function(t,e){var r=this.map;if(\"string\"==typeof e){if(\"\"===e)return void r.addLayer(t,e);for(var n=this.getMapLayers(),a=0;a<n.length;a++)if(e===n[a].id)return void r.addLayer(t,e);i.warn([\"Trying to add layer with *below* value\",e,\"referencing a layer that does not exist\",\"or that does not yet exist.\"].join(\" \"))}r.addLayer(t)},_.project=function(t){return this.map.project(new n.LngLat(t[0],t[1]))},_.getView=function(){var t=this.map,e=t.getCenter(),r={lon:e.lng,lat:e.lat},n=t.getCanvas(),i=n.width,a=n.height;return{center:r,zoom:t.getZoom(),bearing:t.getBearing(),pitch:t.getPitch(),_derived:{coordinates:[t.unproject([0,0]).toArray(),t.unproject([i,0]).toArray(),t.unproject([i,a]).toArray(),t.unproject([0,a]).toArray()]}}},_.getViewEdits=function(t){for(var e=this.id,r=[\"center\",\"zoom\",\"bearing\",\"pitch\"],n={},i=0;i<r.length;i++){var a=r[i];n[e+\".\"+a]=t[a]}return n},_.getViewEditsWithDerived=function(t){var e=this.id,r=this.getViewEdits(t);return r[e+\"._derived\"]=t._derived,r},e.exports=b},{\"../../components/dragelement\":662,\"../../components/dragelement/helpers\":661,\"../../components/fx\":683,\"../../lib\":778,\"../../lib/geo_location_utils\":771,\"../../registry\":911,\"../cartesian/axes\":828,\"../cartesian/select\":847,\"./constants\":883,\"./layers\":886,\"mapbox-gl\":473}],890:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.editType;return{t:{valType:\"number\",dflt:0,editType:e},r:{valType:\"number\",dflt:0,editType:e},b:{valType:\"number\",dflt:0,editType:e},l:{valType:\"number\",dflt:0,editType:e},editType:e}}},{}],891:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"d3-time-format\").timeFormatLocale,a=t(\"fast-isnumeric\"),o=t(\"../registry\"),s=t(\"../plot_api/plot_schema\"),l=t(\"../plot_api/plot_template\"),c=t(\"../lib\"),u=t(\"../components/color\"),f=t(\"../constants/numerical\").BADNUM,h=t(\"./cartesian/axis_ids\"),p=t(\"./cartesian/handle_outline\").clearSelect,d=t(\"./animation_attributes\"),g=t(\"./frame_attributes\"),m=t(\"../plots/get_data\").getModuleCalcData,v=c.relinkPrivateKeys,y=c._,x=e.exports={};c.extendFlat(x,o),x.attributes=t(\"./attributes\"),x.attributes.type.values=x.allTypes,x.fontAttrs=t(\"./font_attributes\"),x.layoutAttributes=t(\"./layout_attributes\"),x.fontWeight=\"normal\";var b=x.transformsRegistry,_=t(\"./command\");x.executeAPICommand=_.executeAPICommand,x.computeAPICommandBindings=_.computeAPICommandBindings,x.manageCommandObserver=_.manageCommandObserver,x.hasSimpleAPICommandBindings=_.hasSimpleAPICommandBindings,x.redrawText=function(t){var e=(t=c.getGraphDiv(t))._fullLayout||{};if(!(!(e._has&&e._has(\"polar\"))&&t.data&&t.data[0]&&t.data[0].r))return new Promise((function(e){setTimeout((function(){o.getComponentMethod(\"annotations\",\"draw\")(t),o.getComponentMethod(\"legend\",\"draw\")(t),o.getComponentMethod(\"colorbar\",\"draw\")(t),e(x.previousPromises(t))}),300)}))},x.resize=function(t){var e;t=c.getGraphDiv(t);var r=new Promise((function(r,n){t&&!c.isHidden(t)||n(new Error(\"Resize must be passed a displayed plot div element.\")),t._redrawTimer&&clearTimeout(t._redrawTimer),t._resolveResize&&(e=t._resolveResize),t._resolveResize=r,t._redrawTimer=setTimeout((function(){if(!t.layout||t.layout.width&&t.layout.height||c.isHidden(t))r(t);else{delete t.layout.width,delete t.layout.height;var e=t.changed;t.autoplay=!0,o.call(\"relayout\",t,{autosize:!0}).then((function(){t.changed=e,t._resolveResize===r&&(delete t._resolveResize,r(t))}))}}),100)}));return e&&e(r),r},x.previousPromises=function(t){if((t._promises||[]).length)return Promise.all(t._promises).then((function(){t._promises=[]}))},x.addLinks=function(t){if(t._context.showLink||t._context.showSources){var e=t._fullLayout,r=c.ensureSingle(e._paper,\"text\",\"js-plot-link-container\",(function(t){t.style({\"font-family\":'\"Open Sans\", Arial, sans-serif',\"font-size\":\"12px\",fill:u.defaultLine,\"pointer-events\":\"all\"}).each((function(){var t=n.select(this);t.append(\"tspan\").classed(\"js-link-to-tool\",!0),t.append(\"tspan\").classed(\"js-link-spacer\",!0),t.append(\"tspan\").classed(\"js-sourcelinks\",!0)}))})),i=r.node(),a={y:e._paper.attr(\"height\")-9};document.body.contains(i)&&i.getComputedTextLength()>=e.width-20?(a[\"text-anchor\"]=\"start\",a.x=5):(a[\"text-anchor\"]=\"end\",a.x=e._paper.attr(\"width\")-7),r.attr(a);var o=r.select(\".js-link-to-tool\"),s=r.select(\".js-link-spacer\"),l=r.select(\".js-sourcelinks\");t._context.showSources&&t._context.showSources(t),t._context.showLink&&function(t,e){e.text(\"\");var r=e.append(\"a\").attr({\"xlink:xlink:href\":\"#\",class:\"link--impt link--embedview\",\"font-weight\":\"bold\"}).text(t._context.linkText+\" \"+String.fromCharCode(187));if(t._context.sendData)r.on(\"click\",(function(){x.sendDataToCloud(t)}));else{var n=window.location.pathname.split(\"/\"),i=window.location.search;r.attr({\"xlink:xlink:show\":\"new\",\"xlink:xlink:href\":\"/\"+n[2].split(\".\")[0]+\"/\"+n[1]+i})}}(t,o),s.text(o.text()&&l.text()?\" - \":\"\")}},x.sendDataToCloud=function(t){var e=(window.PLOTLYENV||{}).BASE_URL||t._context.plotlyServerURL;if(e){t.emit(\"plotly_beforeexport\");var r=n.select(t).append(\"div\").attr(\"id\",\"hiddenform\").style(\"display\",\"none\"),i=r.append(\"form\").attr({action:e+\"/external\",method:\"post\",target:\"_blank\"});return i.append(\"input\").attr({type:\"text\",name:\"data\"}).node().value=x.graphJson(t,!1,\"keepdata\"),i.node().submit(),r.remove(),t.emit(\"plotly_afterexport\"),!1}};var w=[\"days\",\"shortDays\",\"months\",\"shortMonths\",\"periods\",\"dateTime\",\"date\",\"time\",\"decimal\",\"thousands\",\"grouping\",\"currency\"],T=[\"year\",\"month\",\"dayMonth\",\"dayMonthYear\"];function k(t,e){var r=t._context.locale;r||(r=\"en-US\");var n=!1,i={};function a(t){for(var r=!0,a=0;a<e.length;a++){var o=e[a];i[o]||(t[o]?i[o]=t[o]:r=!1)}r&&(n=!0)}for(var s=0;s<2;s++){for(var l=t._context.locales,c=0;c<2;c++){var u=(l[r]||{}).format;if(u&&(a(u),n))break;l=o.localeRegistry}var f=r.split(\"-\")[0];if(n||f===r)break;r=f}return n||a(o.localeRegistry.en.format),i}function M(t,e){var r={_fullLayout:e},n=\"x\"===t._id.charAt(0),i=t._mainAxis._anchorAxis,a=\"\",o=\"\",s=\"\";if(i&&(s=i._mainAxis._id,a=n?t._id+s:s+t._id),!a||!e._plots[a]){a=\"\";for(var l=t._counterAxes,c=0;c<l.length;c++){var u=l[c],f=n?t._id+u:u+t._id;o||(o=f);var p=h.getFromId(r,u);if(s&&p.overlaying===s){a=f;break}}}return a||o}function A(t){var e=t.transforms;if(Array.isArray(e)&&e.length)for(var r=0;r<e.length;r++){var n=e[r],i=n._module||b[n.type];if(i&&i.makesData)return!0}return!1}function S(t,e,r,n){for(var i=t.transforms,a=[t],o=0;o<i.length;o++){var s=i[o],l=b[s.type];l&&l.transform&&(a=l.transform(a,{transform:s,fullTrace:t,fullData:e,layout:r,fullLayout:n,transformIndex:o}))}return a}function E(t){return\"string\"==typeof t&&\"px\"===t.substr(t.length-2)&&parseFloat(t)}function C(t){var e=t.margin;if(!t._size){var r=t._size={l:Math.round(e.l),r:Math.round(e.r),t:Math.round(e.t),b:Math.round(e.b),p:Math.round(e.pad)};r.w=Math.round(t.width)-r.l-r.r,r.h=Math.round(t.height)-r.t-r.b}t._pushmargin||(t._pushmargin={}),t._pushmarginIds||(t._pushmarginIds={})}x.supplyDefaults=function(t,e){var r=e&&e.skipUpdateCalc,a=t._fullLayout||{};if(a._skipDefaults)delete a._skipDefaults;else{var s,l=t._fullLayout={},u=t.layout||{},f=t._fullData||[],h=t._fullData=[],d=t.data||[],g=t.calcdata||[],m=t._context||{};t._transitionData||x.createTransitionData(t),l._dfltTitle={plot:y(t,\"Click to enter Plot title\"),x:y(t,\"Click to enter X axis title\"),y:y(t,\"Click to enter Y axis title\"),colorbar:y(t,\"Click to enter Colorscale title\"),annotation:y(t,\"new text\")},l._traceWord=y(t,\"trace\");var b=k(t,w);if(l._mapboxAccessToken=m.mapboxAccessToken,a._initialAutoSizeIsDone){var _=a.width,M=a.height;x.supplyLayoutGlobalDefaults(u,l,b),u.width||(l.width=_),u.height||(l.height=M),x.sanitizeMargins(l)}else{x.supplyLayoutGlobalDefaults(u,l,b);var A=!u.width||!u.height,S=l.autosize,E=m.autosizable;A&&(S||E)?x.plotAutoSize(t,u,l):A&&x.sanitizeMargins(l),!S&&A&&(u.width=l.width,u.height=l.height)}l._d3locale=function(t,e){return t.decimal=e.charAt(0),t.thousands=e.charAt(1),{numberFormat:n.locale(t).numberFormat,timeFormat:i(t).utcFormat}}(b,l.separators),l._extraFormat=k(t,T),l._initialAutoSizeIsDone=!0,l._dataLength=d.length,l._modules=[],l._visibleModules=[],l._basePlotModules=[];var L=l._subplots=function(){var t,e,r=o.collectableSubplotTypes,n={};if(!r){r=[];var i=o.subplotsRegistry;for(var a in i){var s=i[a].attr;if(s&&(r.push(a),Array.isArray(s)))for(e=0;e<s.length;e++)c.pushUnique(r,s[e])}}for(t=0;t<r.length;t++)n[r[t]]=[];return n}(),I=l._splomAxes={x:{},y:{}},P=l._splomSubplots={};l._splomGridDflt={},l._scatterStackOpts={},l._firstScatter={},l._alignmentOpts={},l._colorAxes={},l._requestRangeslider={},l._traceUids=function(t,e){var r,n,i=e.length,a=[];for(r=0;r<t.length;r++){var o=t[r]._fullInput;o!==n&&a.push(o),n=o}var s=a.length,l=new Array(i),u={};function f(t,e){l[e]=t,u[t]=1}function h(t,e){if(t&&\"string\"==typeof t&&!u[t])return f(t,e),!0}for(r=0;r<i;r++){var p=e[r].uid;\"number\"==typeof p&&(p=String(p)),h(p,r)||(r<s&&h(a[r].uid,r)||f(c.randstr(u),r))}return l}(f,d),l._globalTransforms=(t._context||{}).globalTransforms,x.supplyDataDefaults(d,h,u,l);var z=Object.keys(I.x),O=Object.keys(I.y);if(z.length>1&&O.length>1){for(o.getComponentMethod(\"grid\",\"sizeDefaults\")(u,l),s=0;s<z.length;s++)c.pushUnique(L.xaxis,z[s]);for(s=0;s<O.length;s++)c.pushUnique(L.yaxis,O[s]);for(var D in P)c.pushUnique(L.cartesian,D)}if(l._has=x._hasPlotType.bind(l),f.length===h.length)for(s=0;s<h.length;s++)v(h[s],f[s]);x.supplyLayoutModuleDefaults(u,l,h,t._transitionData);var R=l._visibleModules,F=[];for(s=0;s<R.length;s++){var B=R[s].crossTraceDefaults;B&&c.pushUnique(F,B)}for(s=0;s<F.length;s++)F[s](h,l);l._hasOnlyLargeSploms=1===l._basePlotModules.length&&\"splom\"===l._basePlotModules[0].name&&z.length>15&&O.length>15&&0===l.shapes.length&&0===l.images.length,l._hasCartesian=l._has(\"cartesian\"),l._hasGeo=l._has(\"geo\"),l._hasGL3D=l._has(\"gl3d\"),l._hasGL2D=l._has(\"gl2d\"),l._hasTernary=l._has(\"ternary\"),l._hasPie=l._has(\"pie\"),x.linkSubplots(h,l,f,a),x.cleanPlot(h,l,f,a);var N=!(!a._has||!a._has(\"gl2d\")),j=!(!l._has||!l._has(\"gl2d\")),U=!(!a._has||!a._has(\"cartesian\"))||N,V=!(!l._has||!l._has(\"cartesian\"))||j;U&&!V?a._bgLayer.remove():V&&!U&&(l._shouldCreateBgLayer=!0),a._zoomlayer&&!t._dragging&&p({_fullLayout:a}),function(t,e){var r,n=[];e.meta&&(r=e._meta={meta:e.meta,layout:{meta:e.meta}});for(var i=0;i<t.length;i++){var a=t[i];a.meta?n[a.index]=a._meta={meta:a.meta}:e.meta&&(a._meta={meta:e.meta}),e.meta&&(a._meta.layout={meta:e.meta})}n.length&&(r||(r=e._meta={}),r.data=n)}(h,l),v(l,a),o.getComponentMethod(\"colorscale\",\"crossTraceDefaults\")(h,l),l._preGUI||(l._preGUI={}),l._tracePreGUI||(l._tracePreGUI={});var q,H=l._tracePreGUI,G={};for(q in H)G[q]=\"old\";for(s=0;s<h.length;s++)G[q=h[s]._fullInput.uid]||(H[q]={}),G[q]=\"new\";for(q in G)\"old\"===G[q]&&delete H[q];C(l),o.getComponentMethod(\"rangeslider\",\"makeData\")(l),r||g.length!==h.length||x.supplyDefaultsUpdateCalc(g,h)}},x.supplyDefaultsUpdateCalc=function(t,e){for(var r=0;r<e.length;r++){var n=e[r],i=(t[r]||[])[0];if(i&&i.trace){var a=i.trace;if(a._hasCalcTransform){var o,s,l,u=a._arrayAttrs;for(o=0;o<u.length;o++)s=u[o],l=c.nestedProperty(a,s).get().slice(),c.nestedProperty(n,s).set(l)}i.trace=n}}},x.createTransitionData=function(t){t._transitionData||(t._transitionData={}),t._transitionData._frames||(t._transitionData._frames=[]),t._transitionData._frameHash||(t._transitionData._frameHash={}),t._transitionData._counter||(t._transitionData._counter=0),t._transitionData._interruptCallbacks||(t._transitionData._interruptCallbacks=[])},x._hasPlotType=function(t){var e,r=this._basePlotModules||[];for(e=0;e<r.length;e++)if(r[e].name===t)return!0;var n=this._modules||[];for(e=0;e<n.length;e++){var i=n[e].name;if(i===t)return!0;var a=o.modules[i];if(a&&a.categories[t])return!0}return!1},x.cleanPlot=function(t,e,r,n){var i,a,o=n._basePlotModules||[];for(i=0;i<o.length;i++){var s=o[i];s.clean&&s.clean(t,e,r,n)}var l=n._has&&n._has(\"gl\"),c=e._has&&e._has(\"gl\");l&&!c&&void 0!==n._glcontainer&&(n._glcontainer.selectAll(\".gl-canvas\").remove(),n._glcontainer.selectAll(\".no-webgl\").remove(),n._glcanvas=null);var u=!!n._infolayer;t:for(i=0;i<r.length;i++){var f=r[i].uid;for(a=0;a<t.length;a++){if(f===t[a].uid)continue t}u&&n._infolayer.select(\".cb\"+f).remove()}},x.linkSubplots=function(t,e,r,n){var i,a,s=n._plots||{},l=e._plots={},u=e._subplots,f={_fullData:t,_fullLayout:e},p=u.cartesian.concat(u.gl2d||[]);for(i=0;i<p.length;i++){var d,g=p[i],m=s[g],v=h.getFromId(f,g,\"x\"),y=h.getFromId(f,g,\"y\");for(m?d=l[g]=m:(d=l[g]={}).id=g,v._counterAxes.push(y._id),y._counterAxes.push(v._id),v._subplotsWith.push(g),y._subplotsWith.push(g),d.xaxis=v,d.yaxis=y,d._hasClipOnAxisFalse=!1,a=0;a<t.length;a++){var x=t[a];if(x.xaxis===d.xaxis._id&&x.yaxis===d.yaxis._id&&!1===x.cliponaxis){d._hasClipOnAxisFalse=!0;break}}}var b,_=h.list(f,null,!0);for(i=0;i<_.length;i++){var w=null;(b=_[i]).overlaying&&(w=h.getFromId(f,b.overlaying))&&w.overlaying&&(b.overlaying=!1,w=null),b._mainAxis=w||b,w&&(b.domain=w.domain.slice()),b._anchorAxis=\"free\"===b.anchor?null:h.getFromId(f,b.anchor)}for(i=0;i<_.length;i++)if((b=_[i])._counterAxes.sort(h.idSort),b._subplotsWith.sort(c.subplotSort),b._mainSubplot=M(b,e),b._counterAxes.length&&(b.spikemode&&-1!==b.spikemode.indexOf(\"across\")||b.automargin&&b.mirror&&\"free\"!==b.anchor||o.getComponentMethod(\"rangeslider\",\"isVisible\")(b))){var T=1,k=0;for(a=0;a<b._counterAxes.length;a++){var A=h.getFromId(f,b._counterAxes[a]);T=Math.min(T,A.domain[0]),k=Math.max(k,A.domain[1])}T<k&&(b._counterDomainMin=T,b._counterDomainMax=k)}},x.clearExpandedTraceDefaultColors=function(t){var e,r,n;for(r=[],(e=t._module._colorAttrs)||(t._module._colorAttrs=e=[],s.crawl(t._module.attributes,(function(t,n,i,a){r[a]=n,r.length=a+1,\"color\"===t.valType&&void 0===t.dflt&&e.push(r.join(\".\"))}))),n=0;n<e.length;n++){c.nestedProperty(t,\"_input.\"+e[n]).get()||c.nestedProperty(t,e[n]).set(null)}},x.supplyDataDefaults=function(t,e,r,n){var i,a,s,u=n._modules,f=n._visibleModules,h=n._basePlotModules,p=0,d=0;function g(t){e.push(t);var r=t._module;r&&(c.pushUnique(u,r),!0===t.visible&&c.pushUnique(f,r),c.pushUnique(h,t._module.basePlotModule),p++,!1!==t._input.visible&&d++)}n._transformModules=[];var m={},y=[],b=(r.template||{}).data||{},_=l.traceTemplater(b);for(i=0;i<t.length;i++){if(s=t[i],(a=_.newTrace(s)).uid=n._traceUids[i],x.supplyTraceDefaults(s,a,d,n,i),a.index=i,a._input=s,a._expandedIndex=p,a.transforms&&a.transforms.length)for(var w=!1!==s.visible&&!1===a.visible,T=S(a,e,r,n),k=0;k<T.length;k++){var M=T[k],A={_template:a._template,type:a.type,uid:a.uid+k};w&&!1===M.visible&&delete M.visible,x.supplyTraceDefaults(M,A,p,n,i),v(A,M),A.index=i,A._input=s,A._fullInput=a,A._expandedIndex=p,A._expandedInput=M,g(A)}else a._fullInput=a,a._expandedInput=a,g(a);o.traceIs(a,\"carpetAxis\")&&(m[a.carpet]=a),o.traceIs(a,\"carpetDependent\")&&y.push(i)}for(i=0;i<y.length;i++)if((a=e[y[i]]).visible){var E=m[a.carpet];a._carpet=E,E&&E.visible?(a.xaxis=E.xaxis,a.yaxis=E.yaxis):a.visible=!1}},x.supplyAnimationDefaults=function(t){var e;t=t||{};var r={};function n(e,n){return c.coerce(t||{},r,d,e,n)}if(n(\"mode\"),n(\"direction\"),n(\"fromcurrent\"),Array.isArray(t.frame))for(r.frame=[],e=0;e<t.frame.length;e++)r.frame[e]=x.supplyAnimationFrameDefaults(t.frame[e]||{});else r.frame=x.supplyAnimationFrameDefaults(t.frame||{});if(Array.isArray(t.transition))for(r.transition=[],e=0;e<t.transition.length;e++)r.transition[e]=x.supplyAnimationTransitionDefaults(t.transition[e]||{});else r.transition=x.supplyAnimationTransitionDefaults(t.transition||{});return r},x.supplyAnimationFrameDefaults=function(t){var e={};function r(r,n){return c.coerce(t||{},e,d.frame,r,n)}return r(\"duration\"),r(\"redraw\"),e},x.supplyAnimationTransitionDefaults=function(t){var e={};function r(r,n){return c.coerce(t||{},e,d.transition,r,n)}return r(\"duration\"),r(\"easing\"),e},x.supplyFrameDefaults=function(t){var e={};function r(r,n){return c.coerce(t,e,g,r,n)}return r(\"group\"),r(\"name\"),r(\"traces\"),r(\"baseframe\"),r(\"data\"),r(\"layout\"),e},x.supplyTraceDefaults=function(t,e,r,n,i){var a,s=n.colorway||u.defaults,l=s[r%s.length];function f(r,n){return c.coerce(t,e,x.attributes,r,n)}var h=f(\"visible\");f(\"type\"),f(\"name\",n._traceWord+\" \"+i),f(\"uirevision\",n.uirevision);var p=x.getModule(e);if(e._module=p,p){var d=p.basePlotModule,g=d.attr,m=d.attributes;if(g&&m){var v=n._subplots,y=\"\";if(h||\"gl2d\"!==d.name){if(Array.isArray(g))for(a=0;a<g.length;a++){var b=g[a],_=c.coerce(t,e,m,b);v[b]&&c.pushUnique(v[b],_),y+=_}else y=c.coerce(t,e,m,g);v[d.name]&&c.pushUnique(v[d.name],y)}}}return h&&(f(\"customdata\"),f(\"ids\"),f(\"meta\"),o.traceIs(e,\"showLegend\")?(c.coerce(t,e,p.attributes.showlegend?p.attributes:x.attributes,\"showlegend\"),f(\"legendgroup\"),e._dfltShowLegend=!0):e._dfltShowLegend=!1,p&&p.supplyDefaults(t,e,l,n),o.traceIs(e,\"noOpacity\")||f(\"opacity\"),o.traceIs(e,\"notLegendIsolatable\")&&(e.visible=!!e.visible),o.traceIs(e,\"noHover\")||(e.hovertemplate||c.coerceHoverinfo(t,e,n),\"parcats\"!==e.type&&o.getComponentMethod(\"fx\",\"supplyDefaults\")(t,e,l,n)),p&&p.selectPoints&&f(\"selectedpoints\"),x.supplyTransformDefaults(t,e,n)),e},x.hasMakesDataTransform=A,x.supplyTransformDefaults=function(t,e,r){if(e._length||A(t)){var n=r._globalTransforms||[],i=r._transformModules||[];if(Array.isArray(t.transforms)||0!==n.length)for(var a=t.transforms||[],o=n.concat(a),s=e.transforms=[],l=0;l<o.length;l++){var u,f=o[l],h=f.type,p=b[h],d=!(f._module&&f._module===p),g=p&&\"function\"==typeof p.transform;p||c.warn(\"Unrecognized transform type \"+h+\".\"),p&&p.supplyDefaults&&(d||g)?((u=p.supplyDefaults(f,e,r,t)).type=h,u._module=p,c.pushUnique(i,p)):u=c.extendFlat({},f),s.push(u)}}},x.supplyLayoutGlobalDefaults=function(t,e,r){function n(r,n){return c.coerce(t,e,x.layoutAttributes,r,n)}var i=t.template;c.isPlainObject(i)&&(e.template=i,e._template=i.layout,e._dataTemplate=i.data),n(\"autotypenumbers\");var a=c.coerceFont(n,\"font\");n(\"title.text\",e._dfltTitle.plot),c.coerceFont(n,\"title.font\",{family:a.family,size:Math.round(1.4*a.size),color:a.color}),n(\"title.xref\"),n(\"title.yref\"),n(\"title.x\"),n(\"title.y\"),n(\"title.xanchor\"),n(\"title.yanchor\"),n(\"title.pad.t\"),n(\"title.pad.r\"),n(\"title.pad.b\"),n(\"title.pad.l\"),n(\"uniformtext.mode\")&&n(\"uniformtext.minsize\"),n(\"autosize\",!(t.width&&t.height)),n(\"width\"),n(\"height\"),n(\"margin.l\"),n(\"margin.r\"),n(\"margin.t\"),n(\"margin.b\"),n(\"margin.pad\"),n(\"margin.autoexpand\"),t.width&&t.height&&x.sanitizeMargins(e),o.getComponentMethod(\"grid\",\"sizeDefaults\")(t,e),n(\"paper_bgcolor\"),n(\"separators\",r.decimal+r.thousands),n(\"hidesources\"),n(\"colorway\"),n(\"datarevision\");var s=n(\"uirevision\");n(\"editrevision\",s),n(\"selectionrevision\",s),n(\"modebar.orientation\"),n(\"modebar.bgcolor\",u.addOpacity(e.paper_bgcolor,.5));var l=u.contrast(u.rgb(e.modebar.bgcolor));n(\"modebar.color\",u.addOpacity(l,.3)),n(\"modebar.activecolor\",u.addOpacity(l,.7)),n(\"modebar.uirevision\",s),o.getComponentMethod(\"shapes\",\"supplyDrawNewShapeDefaults\")(t,e,n),n(\"meta\"),c.isPlainObject(t.transition)&&(n(\"transition.duration\"),n(\"transition.easing\"),n(\"transition.ordering\")),o.getComponentMethod(\"calendars\",\"handleDefaults\")(t,e,\"calendar\"),o.getComponentMethod(\"fx\",\"supplyLayoutGlobalDefaults\")(t,e,n)},x.plotAutoSize=function(t,e,r){var n,i,o=t._context||{},s=o.frameMargins,l=c.isPlotDiv(t);if(l&&t.emit(\"plotly_autosize\"),o.fillFrame)n=window.innerWidth,i=window.innerHeight,document.body.style.overflow=\"hidden\";else{var u=l?window.getComputedStyle(t):{};if(n=E(u.width)||E(u.maxWidth)||r.width,i=E(u.height)||E(u.maxHeight)||r.height,a(s)&&s>0){var f=1-2*s;n=Math.round(f*n),i=Math.round(f*i)}}var h=x.layoutAttributes.width.min,p=x.layoutAttributes.height.min;n<h&&(n=h),i<p&&(i=p);var d=!e.width&&Math.abs(r.width-n)>1,g=!e.height&&Math.abs(r.height-i)>1;(g||d)&&(d&&(r.width=n),g&&(r.height=i)),t._initialAutoSize||(t._initialAutoSize={width:n,height:i}),x.sanitizeMargins(r)},x.supplyLayoutModuleDefaults=function(t,e,r,n){var i,a,s,l=o.componentsRegistry,u=e._basePlotModules,f=o.subplotsRegistry.cartesian;for(i in l)(s=l[i]).includeBasePlot&&s.includeBasePlot(t,e);for(var h in u.length||u.push(f),e._has(\"cartesian\")&&(o.getComponentMethod(\"grid\",\"contentDefaults\")(t,e),f.finalizeSubplots(t,e)),e._subplots)e._subplots[h].sort(c.subplotSort);for(a=0;a<u.length;a++)(s=u[a]).supplyLayoutDefaults&&s.supplyLayoutDefaults(t,e,r);var p=e._modules;for(a=0;a<p.length;a++)(s=p[a]).supplyLayoutDefaults&&s.supplyLayoutDefaults(t,e,r);var d=e._transformModules;for(a=0;a<d.length;a++)(s=d[a]).supplyLayoutDefaults&&s.supplyLayoutDefaults(t,e,r,n);for(i in l)(s=l[i]).supplyLayoutDefaults&&s.supplyLayoutDefaults(t,e,r)},x.purge=function(t){var e=t._fullLayout||{};void 0!==e._glcontainer&&(e._glcontainer.selectAll(\".gl-canvas\").remove(),e._glcontainer.remove(),e._glcanvas=null),e._modeBar&&e._modeBar.destroy(),t._transitionData&&(t._transitionData._interruptCallbacks&&(t._transitionData._interruptCallbacks.length=0),t._transitionData._animationRaf&&window.cancelAnimationFrame(t._transitionData._animationRaf)),c.clearThrottle(),c.clearResponsive(t),delete t.data,delete t.layout,delete t._fullData,delete t._fullLayout,delete t.calcdata,delete t.framework,delete t.empty,delete t.fid,delete t.undoqueue,delete t.undonum,delete t.autoplay,delete t.changed,delete t._promises,delete t._redrawTimer,delete t._hmlumcount,delete t._hmpixcount,delete t._transitionData,delete t._transitioning,delete t._initialAutoSize,delete t._transitioningWithDuration,delete t._dragging,delete t._dragged,delete t._dragdata,delete t._hoverdata,delete t._snapshotInProgress,delete t._editing,delete t._mouseDownTime,delete t._legendMouseDownTime,t.removeAllListeners&&t.removeAllListeners()},x.style=function(t){var e,r=t._fullLayout._visibleModules,n=[];for(e=0;e<r.length;e++){var i=r[e];i.style&&c.pushUnique(n,i.style)}for(e=0;e<n.length;e++)n[e](t)},x.sanitizeMargins=function(t){if(t&&t.margin){var e,r=t.width,n=t.height,i=t.margin,a=r-(i.l+i.r),o=n-(i.t+i.b);a<0&&(e=(r-1)/(i.l+i.r),i.l=Math.floor(e*i.l),i.r=Math.floor(e*i.r)),o<0&&(e=(n-1)/(i.t+i.b),i.t=Math.floor(e*i.t),i.b=Math.floor(e*i.b))}},x.clearAutoMarginIds=function(t){t._fullLayout._pushmarginIds={}},x.allowAutoMargin=function(t,e){t._fullLayout._pushmarginIds[e]=1};x.autoMargin=function(t,e,r){var n=t._fullLayout,i=n.width,a=n.height,o=n.margin,s=c.constrain(i-o.l-o.r,2,64),l=c.constrain(a-o.t-o.b,2,64),u=Math.max(0,i-s),f=Math.max(0,a-l),h=n._pushmargin,p=n._pushmarginIds;if(!1!==o.autoexpand){if(r){var d=r.pad;if(void 0===d&&(d=Math.min(12,o.l,o.r,o.t,o.b)),u){var g=(r.l+r.r)/u;g>1&&(r.l/=g,r.r/=g)}if(f){var m=(r.t+r.b)/f;m>1&&(r.t/=m,r.b/=m)}var v=void 0!==r.xl?r.xl:r.x,y=void 0!==r.xr?r.xr:r.x,b=void 0!==r.yt?r.yt:r.y,_=void 0!==r.yb?r.yb:r.y;h[e]={l:{val:v,size:r.l+d},r:{val:y,size:r.r+d},b:{val:_,size:r.b+d},t:{val:b,size:r.t+d}},p[e]=1}else delete h[e],delete p[e];if(!n._replotting)return x.doAutoMargin(t)}},x.doAutoMargin=function(t){var e=t._fullLayout,r=e.width,n=e.height;e._size||(e._size={}),C(e);var i=e._size,s=e.margin,l=c.extendFlat({},i),u=s.l,f=s.r,p=s.t,d=s.b,g=e._pushmargin,m=e._pushmarginIds;if(!1!==e.margin.autoexpand){for(var v in g)m[v]||delete g[v];for(var y in g.base={l:{val:0,size:u},r:{val:1,size:f},t:{val:1,size:p},b:{val:0,size:d}},g){var b=g[y].l||{},_=g[y].b||{},w=b.val,T=b.size,k=_.val,M=_.size;for(var A in g){if(a(T)&&g[A].r){var S=g[A].r.val,E=g[A].r.size;if(S>w){var L=(T*S+(E-r)*w)/(S-w),I=(E*(1-w)+(T-r)*(1-S))/(S-w);L+I>u+f&&(u=L,f=I)}}if(a(M)&&g[A].t){var P=g[A].t.val,z=g[A].t.size;if(P>k){var O=(M*P+(z-n)*k)/(P-k),D=(z*(1-k)+(M-n)*(1-P))/(P-k);O+D>d+p&&(d=O,p=D)}}}}}var R=c.constrain(r-s.l-s.r,2,64),F=c.constrain(n-s.t-s.b,2,64),B=Math.max(0,r-R),N=Math.max(0,n-F);if(B){var j=(u+f)/B;j>1&&(u/=j,f/=j)}if(N){var U=(d+p)/N;U>1&&(d/=U,p/=U)}if(i.l=Math.round(u),i.r=Math.round(f),i.t=Math.round(p),i.b=Math.round(d),i.p=Math.round(s.pad),i.w=Math.round(r)-i.l-i.r,i.h=Math.round(n)-i.t-i.b,!e._replotting&&x.didMarginChange(l,i)){\"_redrawFromAutoMarginCount\"in e?e._redrawFromAutoMarginCount++:e._redrawFromAutoMarginCount=1;var V=3*(1+Object.keys(m).length);if(e._redrawFromAutoMarginCount<V)return o.call(\"plot\",t);e._size=l,c.warn(\"Too many auto-margin redraws.\")}!function(t){for(var e=h.list(t,\"\",!0),r=0;r<e.length;r++){var n=e[r]._hideOutOfRangeInsideTickLabels;n&&n()}}(t)};var L=[\"l\",\"r\",\"t\",\"b\",\"p\",\"w\",\"h\"];function I(t,e,r){var n=!1;var i=[x.previousPromises,function(){if(t._transitionData)return t._transitioning=!1,function(t){var e=Promise.resolve();if(!t)return e;for(;t.length;)e=e.then(t.shift());return e}(t._transitionData._interruptCallbacks)},r.prepareFn,x.rehover,function(){return t.emit(\"plotly_transitioning\",[]),new Promise((function(i){t._transitioning=!0,e.duration>0&&(t._transitioningWithDuration=!0),t._transitionData._interruptCallbacks.push((function(){n=!0})),r.redraw&&t._transitionData._interruptCallbacks.push((function(){return o.call(\"redraw\",t)})),t._transitionData._interruptCallbacks.push((function(){t.emit(\"plotly_transitioninterrupted\",[])}));var a=0,s=0;function l(){return a++,function(){s++,n||s!==a||function(e){if(!t._transitionData)return;(function(t){if(t)for(;t.length;)t.shift()})(t._transitionData._interruptCallbacks),Promise.resolve().then((function(){if(r.redraw)return o.call(\"redraw\",t)})).then((function(){t._transitioning=!1,t._transitioningWithDuration=!1,t.emit(\"plotly_transitioned\",[])})).then(e)}(i)}}r.runFn(l),setTimeout(l())}))}],a=c.syncOrAsync(i,t);return a&&a.then||(a=Promise.resolve()),a.then((function(){return t}))}x.didMarginChange=function(t,e){for(var r=0;r<L.length;r++){var n=L[r],i=t[n],o=e[n];if(!a(i)||Math.abs(o-i)>1)return!0}return!1},x.graphJson=function(t,e,r,n,i,a){(i&&e&&!t._fullData||i&&!e&&!t._fullLayout)&&x.supplyDefaults(t);var o=i?t._fullData:t.data,s=i?t._fullLayout:t.layout,l=(t._transitionData||{})._frames;function u(t,e){if(\"function\"==typeof t)return e?\"_function_\":null;if(c.isPlainObject(t)){var n,i={};return Object.keys(t).sort().forEach((function(a){if(-1===[\"_\",\"[\"].indexOf(a.charAt(0)))if(\"function\"!=typeof t[a]){if(\"keepdata\"===r){if(\"src\"===a.substr(a.length-3))return}else if(\"keepstream\"===r){if(\"string\"==typeof(n=t[a+\"src\"])&&n.indexOf(\":\")>0&&!c.isPlainObject(t.stream))return}else if(\"keepall\"!==r&&\"string\"==typeof(n=t[a+\"src\"])&&n.indexOf(\":\")>0)return;i[a]=u(t[a],e)}else e&&(i[a]=\"_function\")})),i}return Array.isArray(t)?t.map((function(t){return u(t,e)})):c.isTypedArray(t)?c.simpleMap(t,c.identity):c.isJSDate(t)?c.ms2DateTimeLocal(+t):t}var f={data:(o||[]).map((function(t){var r=u(t);return e&&delete r.fit,r}))};if(!e&&(f.layout=u(s),i)){var h=s._size;f.layout.computed={margin:{b:h.b,l:h.l,r:h.r,t:h.t}}}return t.framework&&t.framework.isPolar&&(f=t.framework.getConfig()),l&&(f.frames=u(l)),a&&(f.config=u(t._context,!0)),\"object\"===n?f:JSON.stringify(f)},x.modifyFrames=function(t,e){var r,n,i,a=t._transitionData._frames,o=t._transitionData._frameHash;for(r=0;r<e.length;r++)switch((n=e[r]).type){case\"replace\":i=n.value;var s=(a[n.index]||{}).name,l=i.name;a[n.index]=o[l]=i,l!==s&&(delete o[s],o[l]=i);break;case\"insert\":o[(i=n.value).name]=i,a.splice(n.index,0,i);break;case\"delete\":delete o[(i=a[n.index]).name],a.splice(n.index,1)}return Promise.resolve()},x.computeFrame=function(t,e){var r,n,i,a,o=t._transitionData._frameHash;if(!e)throw new Error(\"computeFrame must be given a string frame name\");var s=o[e.toString()];if(!s)return!1;for(var l=[s],c=[s.name];s.baseframe&&(s=o[s.baseframe.toString()])&&-1===c.indexOf(s.name);)l.push(s),c.push(s.name);for(var u={};s=l.pop();)if(s.layout&&(u.layout=x.extendLayout(u.layout,s.layout)),s.data){if(u.data||(u.data=[]),!(n=s.traces))for(n=[],r=0;r<s.data.length;r++)n[r]=r;for(u.traces||(u.traces=[]),r=0;r<s.data.length;r++)null!=(i=n[r])&&(-1===(a=u.traces.indexOf(i))&&(a=u.data.length,u.traces[a]=i),u.data[a]=x.extendTrace(u.data[a],s.data[r]))}return u},x.recomputeFrameHash=function(t){for(var e=t._transitionData._frameHash={},r=t._transitionData._frames,n=0;n<r.length;n++){var i=r[n];i&&i.name&&(e[i.name]=i)}},x.extendObjectWithContainers=function(t,e,r){var n,i,a,o,s,l,u,f=c.extendDeepNoArrays({},e||{}),h=c.expandObjectPaths(f),p={};if(r&&r.length)for(a=0;a<r.length;a++)void 0===(i=(n=c.nestedProperty(h,r[a])).get())?c.nestedProperty(p,r[a]).set(null):(n.set(null),c.nestedProperty(p,r[a]).set(i));if(t=c.extendDeepNoArrays(t||{},h),r&&r.length)for(a=0;a<r.length;a++)if(l=c.nestedProperty(p,r[a]).get()){for(u=(s=c.nestedProperty(t,r[a])).get(),Array.isArray(u)||(u=[],s.set(u)),o=0;o<l.length;o++){var d=l[o];u[o]=null===d?null:x.extendObjectWithContainers(u[o],d)}s.set(u)}return t},x.dataArrayContainers=[\"transforms\",\"dimensions\"],x.layoutArrayContainers=o.layoutArrayContainers,x.extendTrace=function(t,e){return x.extendObjectWithContainers(t,e,x.dataArrayContainers)},x.extendLayout=function(t,e){return x.extendObjectWithContainers(t,e,x.layoutArrayContainers)},x.transition=function(t,e,r,n,i,a){var o={redraw:i.redraw},s={},l=[];return o.prepareFn=function(){for(var i=Array.isArray(e)?e.length:0,a=n.slice(0,i),o=0;o<a.length;o++){var u=a[o],f=t._fullData[u]._module;if(f){if(f.animatable){var h=f.basePlotModule.name;s[h]||(s[h]=[]),s[h].push(u)}t.data[a[o]]=x.extendTrace(t.data[a[o]],e[o])}}var p=c.expandObjectPaths(c.extendDeepNoArrays({},r)),d=/^[xy]axis[0-9]*$/;for(var g in p)d.test(g)&&delete p[g].range;x.extendLayout(t.layout,p),delete t.calcdata,x.supplyDefaults(t),x.doCalcdata(t);var m=c.expandObjectPaths(r);if(m){var v=t._fullLayout._plots;for(var y in v){var b=v[y],_=b.xaxis,w=b.yaxis,T=_.range.slice(),k=w.range.slice(),M=null,A=null,S=null,E=null;Array.isArray(m[_._name+\".range\"])?M=m[_._name+\".range\"].slice():Array.isArray((m[_._name]||{}).range)&&(M=m[_._name].range.slice()),Array.isArray(m[w._name+\".range\"])?A=m[w._name+\".range\"].slice():Array.isArray((m[w._name]||{}).range)&&(A=m[w._name].range.slice()),T&&M&&(_.r2l(T[0])!==_.r2l(M[0])||_.r2l(T[1])!==_.r2l(M[1]))&&(S={xr0:T,xr1:M}),k&&A&&(w.r2l(k[0])!==w.r2l(A[0])||w.r2l(k[1])!==w.r2l(A[1]))&&(E={yr0:k,yr1:A}),(S||E)&&l.push(c.extendFlat({plotinfo:b},S,E))}}return Promise.resolve()},o.runFn=function(e){var n,i,o=t._fullLayout._basePlotModules,u=l.length;if(r)for(i=0;i<o.length;i++)o[i].transitionAxes&&o[i].transitionAxes(t,l,a,e);for(var f in u?((n=c.extendFlat({},a)).duration=0,delete s.cartesian):n=a,s){var h=s[f];t._fullData[h[0]]._module.basePlotModule.plot(t,h,n,e)}},I(t,a,o)},x.transitionFromReact=function(t,e,r,n){var i=t._fullLayout,a=i.transition,o={},s=[];return o.prepareFn=function(){var t=i._plots;for(var a in o.redraw=!1,\"some\"===e.anim&&(o.redraw=!0),\"some\"===r.anim&&(o.redraw=!0),t){var l=t[a],u=l.xaxis,f=l.yaxis,h=n[u._name].range.slice(),p=n[f._name].range.slice(),d=u.range.slice(),g=f.range.slice();u.setScale(),f.setScale();var m=null,v=null;u.r2l(h[0])===u.r2l(d[0])&&u.r2l(h[1])===u.r2l(d[1])||(m={xr0:h,xr1:d}),f.r2l(p[0])===f.r2l(g[0])&&f.r2l(p[1])===f.r2l(g[1])||(v={yr0:p,yr1:g}),(m||v)&&s.push(c.extendFlat({plotinfo:l},m,v))}return Promise.resolve()},o.runFn=function(r){for(var n,i,o,l=t._fullData,u=t._fullLayout._basePlotModules,f=[],h=0;h<l.length;h++)f.push(h);function p(){for(var e=0;e<u.length;e++)u[e].transitionAxes&&u[e].transitionAxes(t,s,n,r)}function d(){for(var e=0;e<u.length;e++)u[e].plot(t,o,i,r)}s.length&&e.anim?\"traces first\"===a.ordering?(n=c.extendFlat({},a,{duration:0}),o=f,i=a,setTimeout(p,a.duration),d()):(n=a,o=null,i=c.extendFlat({},a,{duration:0}),setTimeout(d,n.duration),p()):s.length?(n=a,p()):e.anim&&(o=f,i=a,d())},I(t,a,o)},x.doCalcdata=function(t,e){var r,n,i,a,l=h.list(t),u=t._fullData,p=t._fullLayout,d=new Array(u.length),g=(t.calcdata||[]).slice();for(t.calcdata=d,p._numBoxes=0,p._numViolins=0,p._violinScaleGroupStats={},t._hmpixcount=0,t._hmlumcount=0,p._piecolormap={},p._sunburstcolormap={},p._treemapcolormap={},p._funnelareacolormap={},i=0;i<u.length;i++)Array.isArray(e)&&-1===e.indexOf(i)&&(d[i]=g[i]);for(i=0;i<u.length;i++)(r=u[i])._arrayAttrs=s.findArrayAttributes(r),r._extremes={};var m=p._subplots.polar||[];for(i=0;i<m.length;i++)l.push(p[m[i]].radialaxis,p[m[i]].angularaxis);for(var v in p._colorAxes){var y=p[v];!1!==y.cauto&&(delete y.cmin,delete y.cmax)}var x=!1;function _(e){if(r=u[e],n=r._module,!0===r.visible&&r.transforms){if(n&&n.calc){var i=n.calc(t,r);i[0]&&i[0].t&&i[0].t._scene&&delete i[0].t._scene.dirty}for(a=0;a<r.transforms.length;a++){var o=r.transforms[a];(n=b[o.type])&&n.calcTransform&&(r._hasCalcTransform=!0,x=!0,n.calcTransform(t,r,o))}}}function w(e,i){if(r=u[e],!!(n=r._module).isContainer===i){var o=[];if(!0===r.visible&&0!==r._length){delete r._indexToPoints;var s=r.transforms||[];for(a=s.length-1;a>=0;a--)if(s[a].enabled){r._indexToPoints=s[a]._indexToPoints;break}n&&n.calc&&(o=n.calc(t,r))}Array.isArray(o)&&o[0]||(o=[{x:f,y:f}]),o[0].t||(o[0].t={}),o[0].trace=r,d[e]=o}}for(z(l,u,p),i=0;i<u.length;i++)w(i,!0);for(i=0;i<u.length;i++)_(i);for(x&&z(l,u,p),i=0;i<u.length;i++)w(i,!0);for(i=0;i<u.length;i++)w(i,!1);O(t);var T=function(t,e){var r,n,i,a,s,l=[];function u(t,r,n){var i=r._id.charAt(0);if(\"histogram2dcontour\"===t){var a=r._counterAxes[0],o=h.getFromId(e,a),s=\"x\"===i||\"x\"===a&&\"category\"===o.type,l=\"y\"===i||\"y\"===a&&\"category\"===o.type;return function(t,e){return 0===t||0===e||s&&t===n[e].length-1||l&&e===n.length-1?-1:(\"y\"===i?e:t)-1}}return function(t,e){return\"y\"===i?e:t}}var f={min:function(t){return c.aggNums(Math.min,null,t)},max:function(t){return c.aggNums(Math.max,null,t)},sum:function(t){return c.aggNums((function(t,e){return t+e}),null,t)},total:function(t){return c.aggNums((function(t,e){return t+e}),null,t)},mean:function(t){return c.mean(t)},median:function(t){return c.median(t)}};for(r=0;r<t.length;r++){var p=t[r];if(\"category\"===p.type){var d=p.categoryorder.match(P);if(d){var g=d[1],m=d[2],v=p._id.charAt(0),y=\"x\"===v,x=[];for(n=0;n<p._categories.length;n++)x.push([p._categories[n],[]]);for(n=0;n<p._traceIndices.length;n++){var b=p._traceIndices[n],_=e._fullData[b];if(!0===_.visible){var w=_.type;o.traceIs(_,\"histogram\")&&(delete _._xautoBinFinished,delete _._yautoBinFinished);var T=\"splom\"===w,k=\"scattergl\"===w,M=e.calcdata[b];for(i=0;i<M.length;i++){var A,S,E=M[i];if(T){var C=_._axesDim[p._id];if(!y){var L=_._diag[C][0];L&&(p=e._fullLayout[h.id2name(L)])}var I=E.trace.dimensions[C].values;for(a=0;a<I.length;a++)for(A=p._categoriesMap[I[a]],s=0;s<E.trace.dimensions.length;s++)if(s!==C){var z=E.trace.dimensions[s];x[A][1].push(z.values[a])}}else if(k){for(a=0;a<E.t.x.length;a++)y?(A=E.t.x[a],S=E.t.y[a]):(A=E.t.y[a],S=E.t.x[a]),x[A][1].push(S);E.t&&E.t._scene&&delete E.t._scene.dirty}else if(E.hasOwnProperty(\"z\")){S=E.z;var O=u(_.type,p,S);for(a=0;a<S.length;a++)for(s=0;s<S[a].length;s++)(A=O(s,a))+1&&x[A][1].push(S[a][s])}else for(void 0===(A=E.p)&&(A=E[v]),void 0===(S=E.s)&&(S=E.v),void 0===S&&(S=y?E.y:E.x),Array.isArray(S)||(S=void 0===S?[]:[S]),a=0;a<S.length;a++)x[A][1].push(S[a])}}}p._categoriesValue=x;var D=[];for(n=0;n<x.length;n++)D.push([x[n][0],f[g](x[n][1])]);D.sort((function(t,e){return t[1]-e[1]})),p._categoriesAggregatedValue=D,p._initialCategories=D.map((function(t){return t[0]})),\"descending\"===m&&p._initialCategories.reverse(),l=l.concat(p.sortByInitialCategories())}}}return l}(l,t);if(T.length){for(p._numBoxes=0,p._numViolins=0,i=0;i<T.length;i++)w(T[i],!0);for(i=0;i<T.length;i++)w(T[i],!1);O(t)}o.getComponentMethod(\"fx\",\"calc\")(t),o.getComponentMethod(\"errorbars\",\"calc\")(t)};var P=/(total|sum|min|max|mean|median) (ascending|descending)/;function z(t,e,r){var n={};function i(t){t.clearCalc(),\"multicategory\"===t.type&&t.setupMultiCategory(e),n[t._id]=1}c.simpleMap(t,i);for(var a=r._axisMatchGroups||[],o=0;o<a.length;o++)for(var s in a[o])n[s]||i(r[h.id2name(s)])}function O(t){var e,r,n,i=t._fullLayout,a=i._visibleModules,o={};for(r=0;r<a.length;r++){var s=a[r],l=s.crossTraceCalc;if(l){var u=s.basePlotModule.name;o[u]?c.pushUnique(o[u],l):o[u]=[l]}}for(n in o){var f=o[n],h=i._subplots[n];if(Array.isArray(h))for(e=0;e<h.length;e++){var p=h[e],d=\"cartesian\"===n?i._plots[p]:i[p];for(r=0;r<f.length;r++)f[r](t,d,p)}else for(r=0;r<f.length;r++)f[r](t)}}x.rehover=function(t){t._fullLayout._rehover&&t._fullLayout._rehover()},x.redrag=function(t){t._fullLayout._redrag&&t._fullLayout._redrag()},x.generalUpdatePerTraceModule=function(t,e,r,n){var i,a=e.traceHash,o={};for(i=0;i<r.length;i++){var s=r[i],l=s[0].trace;l.visible&&(o[l.type]=o[l.type]||[],o[l.type].push(s))}for(var u in a)if(!o[u]){var f=a[u][0];f[0].trace.visible=!1,o[u]=[f]}for(var h in o){var p=o[h];p[0][0].trace._module.plot(t,e,c.filterVisible(p),n)}e.traceHash=o},x.plotBasePlot=function(t,e,r,n,i){var a=o.getModule(t),s=m(e.calcdata,a)[0];a.plot(e,s,n,i)},x.cleanBasePlot=function(t,e,r,n,i){var a=i._has&&i._has(t),o=r._has&&r._has(t);a&&!o&&i[\"_\"+t+\"layer\"].selectAll(\"g.trace\").remove()}},{\"../components/color\":643,\"../constants/numerical\":753,\"../lib\":778,\"../plot_api/plot_schema\":816,\"../plot_api/plot_template\":817,\"../plots/get_data\":865,\"../registry\":911,\"./animation_attributes\":822,\"./attributes\":824,\"./cartesian/axis_ids\":831,\"./cartesian/handle_outline\":838,\"./command\":854,\"./font_attributes\":856,\"./frame_attributes\":857,\"./layout_attributes\":882,d3:169,\"d3-time-format\":166,\"fast-isnumeric\":241}],892:[function(t,e,r){\"use strict\";e.exports={attr:\"subplot\",name:\"polar\",axisNames:[\"angularaxis\",\"radialaxis\"],axisName2dataArray:{angularaxis:\"theta\",radialaxis:\"r\"},layerNames:[\"draglayer\",\"plotbg\",\"backplot\",\"angular-grid\",\"radial-grid\",\"frontplot\",\"angular-line\",\"radial-line\",\"angular-axis\",\"radial-axis\"],radialDragBoxSize:50,angularDragBoxSize:30,cornerLen:25,cornerHalfWidth:2,MINDRAG:8,MINZOOM:20,OFFEDGE:20}},{}],893:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../lib/polygon\").tester,a=n.findIndexOfMin,o=n.isAngleInsideSector,s=n.angleDelta,l=n.angleDist;function c(t,e,r,n){var i,a,o=n[0],s=n[1],l=f(Math.sin(e)-Math.sin(t)),c=f(Math.cos(e)-Math.cos(t)),u=Math.tan(r),h=f(1/u),p=l/c,d=s-p*o;return h?l&&c?a=u*(i=d/(u-p)):c?(i=s*h,a=s):(i=o,a=o*u):l&&c?(i=0,a=d):c?(i=0,a=s):i=a=NaN,[i,a]}function u(t,e,r,i){return n.isFullCircle([e,r])?function(t,e){var r,n=e.length,i=new Array(n+1);for(r=0;r<n;r++){var a=e[r];i[r]=[t*Math.cos(a),t*Math.sin(a)]}return i[r]=i[0].slice(),i}(t,i):function(t,e,r,i){var s,u,f=i.length,h=[];function p(e){return[t*Math.cos(e),t*Math.sin(e)]}function d(t,e,r){return c(t,e,r,p(t))}function g(t){return n.mod(t,f)}function m(t){return o(t,[e,r])}var v=a(i,(function(t){return m(t)?l(t,e):1/0})),y=d(i[v],i[g(v-1)],e);for(h.push(y),s=v,u=0;u<f;s++,u++){var x=i[g(s)];if(!m(x))break;h.push(p(x))}var b=a(i,(function(t){return m(t)?l(t,r):1/0})),_=d(i[b],i[g(b+1)],r);return h.push(_),h.push([0,0]),h.push(h[0].slice()),h}(t,e,r,i)}function f(t){return Math.abs(t)>1e-10?t:0}function h(t,e,r){e=e||0,r=r||0;for(var n=t.length,i=new Array(n),a=0;a<n;a++){var o=t[a];i[a]=[e+o[0],r-o[1]]}return i}e.exports={isPtInsidePolygon:function(t,e,r,n,a){if(!o(e,n))return!1;var s,l;r[0]<r[1]?(s=r[0],l=r[1]):(s=r[1],l=r[0]);var c=i(u(s,n[0],n[1],a)),f=i(u(l,n[0],n[1],a)),h=[t*Math.cos(e),t*Math.sin(e)];return f.contains(h)&&!c.contains(h)},findPolygonOffset:function(t,e,r,n){for(var i=1/0,a=1/0,o=u(t,e,r,n),s=0;s<o.length;s++){var l=o[s];i=Math.min(i,l[0]),a=Math.min(a,-l[1])}return[i,a]},findEnclosingVertexAngles:function(t,e){var r=a(e,(function(e){var r=s(e,t);return r>0?r:1/0})),i=n.mod(r+1,e.length);return[e[r],e[i]]},findIntersectionXY:c,findXYatLength:function(t,e,r,n){var i=-e*r,a=e*e+1,o=2*(e*i-r),s=i*i+r*r-t*t,l=Math.sqrt(o*o-4*a*s),c=(-o+l)/(2*a),u=(-o-l)/(2*a);return[[c,e*c+i+n],[u,e*u+i+n]]},clampTiny:f,pathPolygon:function(t,e,r,n,i,a){return\"M\"+h(u(t,e,r,n),i,a).join(\"L\")},pathPolygonAnnulus:function(t,e,r,n,i,a,o){var s,l;t<e?(s=t,l=e):(s=e,l=t);var c=h(u(s,r,n,i),a,o);return\"M\"+h(u(l,r,n,i),a,o).reverse().join(\"L\")+\"M\"+c.join(\"L\")}}},{\"../../lib\":778,\"../../lib/polygon\":790}],894:[function(t,e,r){\"use strict\";var n=t(\"../get_data\").getSubplotCalcData,i=t(\"../../lib\").counterRegex,a=t(\"./polar\"),o=t(\"./constants\"),s=o.attr,l=o.name,c=i(l),u={};u[s]={valType:\"subplotid\",dflt:l,editType:\"calc\"},e.exports={attr:s,name:l,idRoot:l,idRegex:c,attrRegex:c,attributes:u,layoutAttributes:t(\"./layout_attributes\"),supplyLayoutDefaults:t(\"./layout_defaults\"),plot:function(t){for(var e=t._fullLayout,r=t.calcdata,i=e._subplots[l],o=0;o<i.length;o++){var s=i[o],c=n(r,l,s),u=e[s]._subplot;u||(u=a(t,s),e[s]._subplot=u),u.plot(c,e,t._promises)}},clean:function(t,e,r,n){for(var i=n._subplots[l]||[],a=n._has&&n._has(\"gl\"),o=e._has&&e._has(\"gl\"),s=a&&!o,c=0;c<i.length;c++){var u=i[c],f=n[u]._subplot;if(!e[u]&&f)for(var h in f.framework.remove(),f.layers[\"radial-axis-title\"].remove(),f.clipPaths)f.clipPaths[h].remove();s&&f._scene&&(f._scene.destroy(),f._scene=null)}},toSVG:t(\"../cartesian\").toSVG}},{\"../../lib\":778,\"../cartesian\":841,\"../get_data\":865,\"./constants\":892,\"./layout_attributes\":895,\"./layout_defaults\":896,\"./polar\":903}],895:[function(t,e,r){\"use strict\";var n=t(\"../../components/color/attributes\"),i=t(\"../cartesian/layout_attributes\"),a=t(\"../domain\").attributes,o=t(\"../../lib\").extendFlat,s=t(\"../../plot_api/edit_types\").overrideAll,l=s({color:i.color,showline:o({},i.showline,{dflt:!0}),linecolor:i.linecolor,linewidth:i.linewidth,showgrid:o({},i.showgrid,{dflt:!0}),gridcolor:i.gridcolor,gridwidth:i.gridwidth},\"plot\",\"from-root\"),c=s({tickmode:i.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,showtickprefix:i.showtickprefix,tickprefix:i.tickprefix,showticksuffix:i.showticksuffix,ticksuffix:i.ticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,minexponent:i.minexponent,separatethousands:i.separatethousands,tickfont:i.tickfont,tickangle:i.tickangle,tickformat:i.tickformat,tickformatstops:i.tickformatstops,layer:i.layer},\"plot\",\"from-root\"),u={visible:o({},i.visible,{dflt:!0}),type:o({},i.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autotypenumbers:i.autotypenumbers,autorange:o({},i.autorange,{editType:\"plot\"}),rangemode:{valType:\"enumerated\",values:[\"tozero\",\"nonnegative\",\"normal\"],dflt:\"tozero\",editType:\"calc\"},range:o({},i.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],editType:\"plot\"}),categoryorder:i.categoryorder,categoryarray:i.categoryarray,angle:{valType:\"angle\",editType:\"plot\"},side:{valType:\"enumerated\",values:[\"clockwise\",\"counterclockwise\"],dflt:\"clockwise\",editType:\"plot\"},title:{text:o({},i.title.text,{editType:\"plot\",dflt:\"\"}),font:o({},i.title.font,{editType:\"plot\"}),editType:\"plot\"},hoverformat:i.hoverformat,uirevision:{valType:\"any\",editType:\"none\"},editType:\"calc\",_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}};o(u,l,c);var f={visible:o({},i.visible,{dflt:!0}),type:{valType:\"enumerated\",values:[\"-\",\"linear\",\"category\"],dflt:\"-\",editType:\"calc\",_noTemplating:!0},autotypenumbers:i.autotypenumbers,categoryorder:i.categoryorder,categoryarray:i.categoryarray,thetaunit:{valType:\"enumerated\",values:[\"radians\",\"degrees\"],dflt:\"degrees\",editType:\"calc\"},period:{valType:\"number\",editType:\"calc\",min:0},direction:{valType:\"enumerated\",values:[\"counterclockwise\",\"clockwise\"],dflt:\"counterclockwise\",editType:\"calc\"},rotation:{valType:\"angle\",editType:\"calc\"},hoverformat:i.hoverformat,uirevision:{valType:\"any\",editType:\"none\"},editType:\"calc\"};o(f,l,c),e.exports={domain:a({name:\"polar\",editType:\"plot\"}),sector:{valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],dflt:[0,360],editType:\"plot\"},hole:{valType:\"number\",min:0,max:1,dflt:0,editType:\"plot\"},bgcolor:{valType:\"color\",editType:\"plot\",dflt:n.background},radialaxis:u,angularaxis:f,gridshape:{valType:\"enumerated\",values:[\"circular\",\"linear\"],dflt:\"circular\",editType:\"plot\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"calc\"}},{\"../../components/color/attributes\":642,\"../../lib\":778,\"../../plot_api/edit_types\":810,\"../cartesian/layout_attributes\":842,\"../domain\":855}],896:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\"),a=t(\"../../plot_api/plot_template\"),o=t(\"../subplot_defaults\"),s=t(\"../get_data\").getSubplotData,l=t(\"../cartesian/tick_value_defaults\"),c=t(\"../cartesian/tick_mark_defaults\"),u=t(\"../cartesian/tick_label_defaults\"),f=t(\"../cartesian/category_order_defaults\"),h=t(\"../cartesian/line_grid_defaults\"),p=t(\"../cartesian/axis_autotype\"),d=t(\"./layout_attributes\"),g=t(\"./set_convert\"),m=t(\"./constants\"),v=m.axisNames;function y(t,e,r,o){var p=r(\"bgcolor\");o.bgColor=i.combine(p,o.paper_bgcolor);var y=r(\"sector\");r(\"hole\");var b,_=s(o.fullData,m.name,o.id),w=o.layoutOut;function T(t,e){return r(b+\".\"+t,e)}for(var k=0;k<v.length;k++){b=v[k],n.isPlainObject(t[b])||(t[b]={});var M=t[b],A=a.newContainer(e,b);A._id=A._name=b,A._attr=o.id+\".\"+b,A._traceIndices=_.map((function(t){return t._expandedIndex}));var S=m.axisName2dataArray[b],E=x(M,A,T,_,S,o);f(M,A,T,{axData:_,dataAttr:S});var C,L,I=T(\"visible\");switch(g(A,e,w),T(\"uirevision\",e.uirevision),I&&(L=(C=T(\"color\"))===M.color?C:o.font.color),A._m=1,b){case\"radialaxis\":var P=T(\"autorange\",!A.isValidRange(M.range));M.autorange=P,!P||\"linear\"!==E&&\"-\"!==E||T(\"rangemode\"),\"reversed\"===P&&(A._m=-1),T(\"range\"),A.cleanRange(\"range\",{dfltRange:[0,1]}),I&&(T(\"side\"),T(\"angle\",y[0]),T(\"title.text\"),n.coerceFont(T,\"title.font\",{family:o.font.family,size:Math.round(1.2*o.font.size),color:L}));break;case\"angularaxis\":if(\"date\"===E){n.log(\"Polar plots do not support date angular axes yet.\");for(var z=0;z<_.length;z++)_[z].visible=!1;E=M.type=A.type=\"linear\"}T(\"linear\"===E?\"thetaunit\":\"period\");var O=T(\"direction\");T(\"rotation\",{counterclockwise:0,clockwise:90}[O])}if(I)l(M,A,T,A.type),u(M,A,T,A.type,{tickSuffixDflt:\"degrees\"===A.thetaunit?\"\\xb0\":void 0}),c(M,A,T,{outerTicks:!0}),T(\"showticklabels\")&&(n.coerceFont(T,\"tickfont\",{family:o.font.family,size:o.font.size,color:L}),T(\"tickangle\"),T(\"tickformat\")),h(M,A,T,{dfltColor:C,bgColor:o.bgColor,blend:60,showLine:!0,showGrid:!0,noZeroLine:!0,attributes:d[b]}),T(\"layer\");\"category\"!==E&&T(\"hoverformat\"),A._input=M}\"category\"===e.angularaxis.type&&r(\"gridshape\")}function x(t,e,r,n,i,a){var o=r(\"autotypenumbers\",a.autotypenumbersDflt);if(\"-\"===r(\"type\")){for(var s,l=0;l<n.length;l++)if(n[l].visible){s=n[l];break}s&&s[i]&&(e.type=p(s[i],\"gregorian\",{noMultiCategory:!0,autotypenumbers:o})),\"-\"===e.type?e.type=\"linear\":t.type=e.type}return e.type}e.exports=function(t,e,r){o(t,e,r,{type:m.name,attributes:d,handleDefaults:y,font:e.font,autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,fullData:r,layoutOut:e})}},{\"../../components/color\":643,\"../../lib\":778,\"../../plot_api/plot_template\":817,\"../cartesian/axis_autotype\":829,\"../cartesian/category_order_defaults\":832,\"../cartesian/line_grid_defaults\":844,\"../cartesian/tick_label_defaults\":849,\"../cartesian/tick_mark_defaults\":850,\"../cartesian/tick_value_defaults\":851,\"../get_data\":865,\"../subplot_defaults\":905,\"./constants\":892,\"./layout_attributes\":895,\"./set_convert\":904}],897:[function(t,e,r){\"use strict\";var n=t(\"../../../traces/scatter/attributes\"),i=n.marker,a=t(\"../../../lib/extend\").extendFlat;[\"Area traces are deprecated!\",\"Please switch to the *barpolar* trace type.\"].join(\" \");e.exports={r:a({},n.r,{}),t:a({},n.t,{}),marker:{color:a({},i.color,{}),size:a({},i.size,{}),symbol:a({},i.symbol,{}),opacity:a({},i.opacity,{}),editType:\"calc\"}}},{\"../../../lib/extend\":768,\"../../../traces/scatter/attributes\":1187}],898:[function(t,e,r){\"use strict\";var n=t(\"../../cartesian/layout_attributes\"),i=t(\"../../../lib/extend\").extendFlat,a=t(\"../../../plot_api/edit_types\").overrideAll,o=[\"Legacy polar charts are deprecated!\",\"Please switch to *polar* subplots.\"].join(\" \"),s=i({},n.domain,{});function l(t,e){return i({},e,{showline:{valType:\"boolean\"},showticklabels:{valType:\"boolean\"},tickorientation:{valType:\"enumerated\",values:[\"horizontal\",\"vertical\"]},ticklen:{valType:\"number\",min:0},tickcolor:{valType:\"color\"},ticksuffix:{valType:\"string\"},endpadding:{valType:\"number\",description:o},visible:{valType:\"boolean\"}})}e.exports=a({radialaxis:l(0,{range:{valType:\"info_array\",items:[{valType:\"number\"},{valType:\"number\"}]},domain:s,orientation:{valType:\"number\"}}),angularaxis:l(0,{range:{valType:\"info_array\",items:[{valType:\"number\",dflt:0},{valType:\"number\",dflt:360}]},domain:s}),layout:{direction:{valType:\"enumerated\",values:[\"clockwise\",\"counterclockwise\"]},orientation:{valType:\"angle\"}}},\"plot\",\"nested\")},{\"../../../lib/extend\":768,\"../../../plot_api/edit_types\":810,\"../../cartesian/layout_attributes\":842}],899:[function(t,e,r){\"use strict\";(e.exports=t(\"./micropolar\")).manager=t(\"./micropolar_manager\")},{\"./micropolar\":900,\"./micropolar_manager\":901}],900:[function(t,e,r){var n=t(\"d3\"),i=t(\"../../../lib\").extendDeepAll,a=t(\"../../../constants/alignment\").MID_SHIFT,o=e.exports={version:\"0.2.2\"};o.Axis=function(){var t,e,r,s,l={data:[],layout:{}},c={},u={},f=n.dispatch(\"hover\"),h={};return h.render=function(c){return function(c){e=c||e;var f=l.data,h=l.layout;(\"string\"==typeof e||e.nodeName)&&(e=n.select(e)),e.datum(f).each((function(e,l){var c=e.slice();u={data:o.util.cloneJson(c),layout:o.util.cloneJson(h)};var f=0;c.forEach((function(t,e){t.color||(t.color=h.defaultColorRange[f],f=(f+1)%h.defaultColorRange.length),t.strokeColor||(t.strokeColor=\"LinePlot\"===t.geometry?t.color:n.rgb(t.color).darker().toString()),u.data[e].color=t.color,u.data[e].strokeColor=t.strokeColor,u.data[e].strokeDash=t.strokeDash,u.data[e].strokeSize=t.strokeSize}));var p=c.filter((function(t,e){var r=t.visible;return\"undefined\"==typeof r||!0===r})),d=!1,g=p.map((function(t,e){return d=d||\"undefined\"!=typeof t.groupId,t}));if(d){var m=n.nest().key((function(t,e){return\"undefined\"!=typeof t.groupId?t.groupId:\"unstacked\"})).entries(g),v=[],y=m.map((function(t,e){if(\"unstacked\"===t.key)return t.values;var r=t.values[0].r.map((function(t,e){return 0}));return t.values.forEach((function(t,e,n){t.yStack=[r],v.push(r),r=o.util.sumArrays(t.r,r)})),t.values}));p=n.merge(y)}p.forEach((function(t,e){t.t=Array.isArray(t.t[0])?t.t:[t.t],t.r=Array.isArray(t.r[0])?t.r:[t.r]}));var x=Math.min(h.width-h.margin.left-h.margin.right,h.height-h.margin.top-h.margin.bottom)/2;x=Math.max(10,x);var b,_=[h.margin.left+x,h.margin.top+x];d?b=[0,n.max(o.util.sumArrays(o.util.arrayLast(p).r[0],o.util.arrayLast(v)))]:b=n.extent(o.util.flattenArray(p.map((function(t,e){return t.r}))));h.radialAxis.domain!=o.DATAEXTENT&&(b[0]=0),r=n.scale.linear().domain(h.radialAxis.domain!=o.DATAEXTENT&&h.radialAxis.domain?h.radialAxis.domain:b).range([0,x]),u.layout.radialAxis.domain=r.domain();var w,T=o.util.flattenArray(p.map((function(t,e){return t.t}))),k=\"string\"==typeof T[0];k&&(T=o.util.deduplicate(T),w=T.slice(),T=n.range(T.length),p=p.map((function(t,e){var r=t;return t.t=[T],d&&(r.yStack=t.yStack),r})));var M=p.filter((function(t,e){return\"LinePlot\"===t.geometry||\"DotPlot\"===t.geometry})).length===p.length,A=null===h.needsEndSpacing?k||!M:h.needsEndSpacing,S=h.angularAxis.domain&&h.angularAxis.domain!=o.DATAEXTENT&&!k&&h.angularAxis.domain[0]>=0?h.angularAxis.domain:n.extent(T),E=Math.abs(T[1]-T[0]);M&&!k&&(E=0);var C=S.slice();A&&k&&(C[1]+=E);var L=h.angularAxis.ticksCount||4;L>8&&(L=L/(L/8)+L%8),h.angularAxis.ticksStep&&(L=(C[1]-C[0])/L);var I=h.angularAxis.ticksStep||(C[1]-C[0])/(L*(h.minorTicks+1));w&&(I=Math.max(Math.round(I),1)),C[2]||(C[2]=I);var P=n.range.apply(this,C);if(P=P.map((function(t,e){return parseFloat(t.toPrecision(12))})),s=n.scale.linear().domain(C.slice(0,2)).range(\"clockwise\"===h.direction?[0,360]:[360,0]),u.layout.angularAxis.domain=s.domain(),u.layout.angularAxis.endPadding=A?E:0,\"undefined\"==typeof(t=n.select(this).select(\"svg.chart-root\"))||t.empty()){var z=(new DOMParser).parseFromString(\"<svg xmlns='http://www.w3.org/2000/svg' class='chart-root'>' + '<g class='outer-group'>' + '<g class='chart-group'>' + '<circle class='background-circle'></circle>' + '<g class='geometry-group'></g>' + '<g class='radial axis-group'>' + '<circle class='outside-circle'></circle>' + '</g>' + '<g class='angular axis-group'></g>' + '<g class='guides-group'><line></line><circle r='0'></circle></g>' + '</g>' + '<g class='legend-group'></g>' + '<g class='tooltips-group'></g>' + '<g class='title-group'><text></text></g>' + '</g>' + '</svg>\",\"application/xml\"),O=this.appendChild(this.ownerDocument.importNode(z.documentElement,!0));t=n.select(O)}t.select(\".guides-group\").style({\"pointer-events\":\"none\"}),t.select(\".angular.axis-group\").style({\"pointer-events\":\"none\"}),t.select(\".radial.axis-group\").style({\"pointer-events\":\"none\"});var D,R=t.select(\".chart-group\"),F={fill:\"none\",stroke:h.tickColor},B={\"font-size\":h.font.size,\"font-family\":h.font.family,fill:h.font.color,\"text-shadow\":[\"-1px 0px\",\"1px -1px\",\"-1px 1px\",\"1px 1px\"].map((function(t,e){return\" \"+t+\" 0 \"+h.font.outlineColor})).join(\",\")};if(h.showLegend){D=t.select(\".legend-group\").attr({transform:\"translate(\"+[x,h.margin.top]+\")\"}).style({display:\"block\"});var N=p.map((function(t,e){var r=o.util.cloneJson(t);return r.symbol=\"DotPlot\"===t.geometry?t.dotType||\"circle\":\"LinePlot\"!=t.geometry?\"square\":\"line\",r.visibleInLegend=\"undefined\"==typeof t.visibleInLegend||t.visibleInLegend,r.color=\"LinePlot\"===t.geometry?t.strokeColor:t.color,r}));o.Legend().config({data:p.map((function(t,e){return t.name||\"Element\"+e})),legendConfig:i({},o.Legend.defaultConfig().legendConfig,{container:D,elements:N,reverseOrder:h.legend.reverseOrder})})();var j=D.node().getBBox();x=Math.min(h.width-j.width-h.margin.left-h.margin.right,h.height-h.margin.top-h.margin.bottom)/2,x=Math.max(10,x),_=[h.margin.left+x,h.margin.top+x],r.range([0,x]),u.layout.radialAxis.domain=r.domain(),D.attr(\"transform\",\"translate(\"+[_[0]+x,_[1]-x]+\")\")}else D=t.select(\".legend-group\").style({display:\"none\"});t.attr({width:h.width,height:h.height}).style({opacity:h.opacity}),R.attr(\"transform\",\"translate(\"+_+\")\").style({cursor:\"crosshair\"});var U=[(h.width-(h.margin.left+h.margin.right+2*x+(j?j.width:0)))/2,(h.height-(h.margin.top+h.margin.bottom+2*x))/2];if(U[0]=Math.max(0,U[0]),U[1]=Math.max(0,U[1]),t.select(\".outer-group\").attr(\"transform\",\"translate(\"+U+\")\"),h.title&&h.title.text){var V=t.select(\"g.title-group text\").style(B).text(h.title.text),q=V.node().getBBox();V.attr({x:_[0]-q.width/2,y:_[1]-x-20})}var H=t.select(\".radial.axis-group\");if(h.radialAxis.gridLinesVisible){var G=H.selectAll(\"circle.grid-circle\").data(r.ticks(5));G.enter().append(\"circle\").attr({class:\"grid-circle\"}).style(F),G.attr(\"r\",r),G.exit().remove()}H.select(\"circle.outside-circle\").attr({r:x}).style(F);var Y=t.select(\"circle.background-circle\").attr({r:x}).style({fill:h.backgroundColor,stroke:h.stroke});function W(t,e){return s(t)%360+h.orientation}if(h.radialAxis.visible){var X=n.svg.axis().scale(r).ticks(5).tickSize(5);H.call(X).attr({transform:\"rotate(\"+h.radialAxis.orientation+\")\"}),H.selectAll(\".domain\").style(F),H.selectAll(\"g>text\").text((function(t,e){return this.textContent+h.radialAxis.ticksSuffix})).style(B).style({\"text-anchor\":\"start\"}).attr({x:0,y:0,dx:0,dy:0,transform:function(t,e){return\"horizontal\"===h.radialAxis.tickOrientation?\"rotate(\"+-h.radialAxis.orientation+\") translate(\"+[0,B[\"font-size\"]]+\")\":\"translate(\"+[0,B[\"font-size\"]]+\")\"}}),H.selectAll(\"g>line\").style({stroke:\"black\"})}var Z=t.select(\".angular.axis-group\").selectAll(\"g.angular-tick\").data(P),J=Z.enter().append(\"g\").classed(\"angular-tick\",!0);Z.attr({transform:function(t,e){return\"rotate(\"+W(t)+\")\"}}).style({display:h.angularAxis.visible?\"block\":\"none\"}),Z.exit().remove(),J.append(\"line\").classed(\"grid-line\",!0).classed(\"major\",(function(t,e){return e%(h.minorTicks+1)==0})).classed(\"minor\",(function(t,e){return!(e%(h.minorTicks+1)==0)})).style(F),J.selectAll(\".minor\").style({stroke:h.minorTickColor}),Z.select(\"line.grid-line\").attr({x1:h.tickLength?x-h.tickLength:0,x2:x}).style({display:h.angularAxis.gridLinesVisible?\"block\":\"none\"}),J.append(\"text\").classed(\"axis-text\",!0).style(B);var K=Z.select(\"text.axis-text\").attr({x:x+h.labelOffset,dy:a+\"em\",transform:function(t,e){var r=W(t),n=x+h.labelOffset,i=h.angularAxis.tickOrientation;return\"horizontal\"==i?\"rotate(\"+-r+\" \"+n+\" 0)\":\"radial\"==i?r<270&&r>90?\"rotate(180 \"+n+\" 0)\":null:\"rotate(\"+(r<=180&&r>0?-90:90)+\" \"+n+\" 0)\"}}).style({\"text-anchor\":\"middle\",display:h.angularAxis.labelsVisible?\"block\":\"none\"}).text((function(t,e){return e%(h.minorTicks+1)!=0?\"\":w?w[t]+h.angularAxis.ticksSuffix:t+h.angularAxis.ticksSuffix})).style(B);h.angularAxis.rewriteTicks&&K.text((function(t,e){return e%(h.minorTicks+1)!=0?\"\":h.angularAxis.rewriteTicks(this.textContent,e)}));var Q=n.max(R.selectAll(\".angular-tick text\")[0].map((function(t,e){return t.getCTM().e+t.getBBox().width})));D.attr({transform:\"translate(\"+[x+Q,h.margin.top]+\")\"});var $=t.select(\"g.geometry-group\").selectAll(\"g\").size()>0,tt=t.select(\"g.geometry-group\").selectAll(\"g.geometry\").data(p);if(tt.enter().append(\"g\").attr({class:function(t,e){return\"geometry geometry\"+e}}),tt.exit().remove(),p[0]||$){var et=[];p.forEach((function(t,e){var n={};n.radialScale=r,n.angularScale=s,n.container=tt.filter((function(t,r){return r==e})),n.geometry=t.geometry,n.orientation=h.orientation,n.direction=h.direction,n.index=e,et.push({data:t,geometryConfig:n})}));var rt=n.nest().key((function(t,e){return\"undefined\"!=typeof t.data.groupId||\"unstacked\"})).entries(et),nt=[];rt.forEach((function(t,e){\"unstacked\"===t.key?nt=nt.concat(t.values.map((function(t,e){return[t]}))):nt.push(t.values)})),nt.forEach((function(t,e){var r;r=Array.isArray(t)?t[0].geometryConfig.geometry:t.geometryConfig.geometry;var n=t.map((function(t,e){return i(o[r].defaultConfig(),t)}));o[r]().config(n)()}))}var it,at,ot=t.select(\".guides-group\"),st=t.select(\".tooltips-group\"),lt=o.tooltipPanel().config({container:st,fontSize:8})(),ct=o.tooltipPanel().config({container:st,fontSize:8})(),ut=o.tooltipPanel().config({container:st,hasTick:!0})();if(!k){var ft=ot.select(\"line\").attr({x1:0,y1:0,y2:0}).style({stroke:\"grey\",\"pointer-events\":\"none\"});R.on(\"mousemove.angular-guide\",(function(t,e){var r=o.util.getMousePos(Y).angle;ft.attr({x2:-x,transform:\"rotate(\"+r+\")\"}).style({opacity:.5});var n=(r+180+360-h.orientation)%360;it=s.invert(n);var i=o.util.convertToCartesian(x+12,r+180);lt.text(o.util.round(it)).move([i[0]+_[0],i[1]+_[1]])})).on(\"mouseout.angular-guide\",(function(t,e){ot.select(\"line\").style({opacity:0})}))}var ht=ot.select(\"circle\").style({stroke:\"grey\",fill:\"none\"});R.on(\"mousemove.radial-guide\",(function(t,e){var n=o.util.getMousePos(Y).radius;ht.attr({r:n}).style({opacity:.5}),at=r.invert(o.util.getMousePos(Y).radius);var i=o.util.convertToCartesian(n,h.radialAxis.orientation);ct.text(o.util.round(at)).move([i[0]+_[0],i[1]+_[1]])})).on(\"mouseout.radial-guide\",(function(t,e){ht.style({opacity:0}),ut.hide(),lt.hide(),ct.hide()})),t.selectAll(\".geometry-group .mark\").on(\"mouseover.tooltip\",(function(e,r){var i=n.select(this),a=this.style.fill,s=\"black\",l=this.style.opacity||1;if(i.attr({\"data-opacity\":l}),a&&\"none\"!==a){i.attr({\"data-fill\":a}),s=n.hsl(a).darker().toString(),i.style({fill:s,opacity:1});var c={t:o.util.round(e[0]),r:o.util.round(e[1])};k&&(c.t=w[e[0]]);var u=\"t: \"+c.t+\", r: \"+c.r,f=this.getBoundingClientRect(),h=t.node().getBoundingClientRect(),p=[f.left+f.width/2-U[0]-h.left,f.top+f.height/2-U[1]-h.top];ut.config({color:s}).text(u),ut.move(p)}else a=this.style.stroke||\"black\",i.attr({\"data-stroke\":a}),s=n.hsl(a).darker().toString(),i.style({stroke:s,opacity:1})})).on(\"mousemove.tooltip\",(function(t,e){if(0!=n.event.which)return!1;n.select(this).attr(\"data-fill\")&&ut.show()})).on(\"mouseout.tooltip\",(function(t,e){ut.hide();var r=n.select(this),i=r.attr(\"data-fill\");i?r.style({fill:i,opacity:r.attr(\"data-opacity\")}):r.style({stroke:r.attr(\"data-stroke\"),opacity:r.attr(\"data-opacity\")})}))}))}(c),this},h.config=function(t){if(!arguments.length)return l;var e=o.util.cloneJson(t);return e.data.forEach((function(t,e){l.data[e]||(l.data[e]={}),i(l.data[e],o.Axis.defaultConfig().data[0]),i(l.data[e],t)})),i(l.layout,o.Axis.defaultConfig().layout),i(l.layout,e.layout),this},h.getLiveConfig=function(){return u},h.getinputConfig=function(){return c},h.radialScale=function(t){return r},h.angularScale=function(t){return s},h.svg=function(){return t},n.rebind(h,f,\"on\"),h},o.Axis.defaultConfig=function(t,e){return{data:[{t:[1,2,3,4],r:[10,11,12,13],name:\"Line1\",geometry:\"LinePlot\",color:null,strokeDash:\"solid\",strokeColor:null,strokeSize:\"1\",visibleInLegend:!0,opacity:1}],layout:{defaultColorRange:n.scale.category10().range(),title:null,height:450,width:500,margin:{top:40,right:40,bottom:40,left:40},font:{size:12,color:\"gray\",outlineColor:\"white\",family:\"Tahoma, sans-serif\"},direction:\"clockwise\",orientation:0,labelOffset:10,radialAxis:{domain:null,orientation:-45,ticksSuffix:\"\",visible:!0,gridLinesVisible:!0,tickOrientation:\"horizontal\",rewriteTicks:null},angularAxis:{domain:[0,360],ticksSuffix:\"\",visible:!0,gridLinesVisible:!0,labelsVisible:!0,tickOrientation:\"horizontal\",rewriteTicks:null,ticksCount:null,ticksStep:null},minorTicks:0,tickLength:null,tickColor:\"silver\",minorTickColor:\"#eee\",backgroundColor:\"none\",needsEndSpacing:null,showLegend:!0,legend:{reverseOrder:!1},opacity:1}}},o.util={},o.DATAEXTENT=\"dataExtent\",o.AREA=\"AreaChart\",o.LINE=\"LinePlot\",o.DOT=\"DotPlot\",o.BAR=\"BarChart\",o.util._override=function(t,e){for(var r in t)r in e&&(e[r]=t[r])},o.util._extend=function(t,e){for(var r in t)e[r]=t[r]},o.util._rndSnd=function(){return 2*Math.random()-1+(2*Math.random()-1)+(2*Math.random()-1)},o.util.dataFromEquation2=function(t,e){var r=e||6;return n.range(0,360+r,r).map((function(e,r){var n=e*Math.PI/180;return[e,t(n)]}))},o.util.dataFromEquation=function(t,e,r){var i=e||6,a=[],o=[];n.range(0,360+i,i).forEach((function(e,r){var n=e*Math.PI/180,i=t(n);a.push(e),o.push(i)}));var s={t:a,r:o};return r&&(s.name=r),s},o.util.ensureArray=function(t,e){if(\"undefined\"==typeof t)return null;var r=[].concat(t);return n.range(e).map((function(t,e){return r[e]||r[0]}))},o.util.fillArrays=function(t,e,r){return e.forEach((function(e,n){t[e]=o.util.ensureArray(t[e],r)})),t},o.util.cloneJson=function(t){return JSON.parse(JSON.stringify(t))},o.util.validateKeys=function(t,e){\"string\"==typeof e&&(e=e.split(\".\"));var r=e.shift();return t[r]&&(!e.length||objHasKeys(t[r],e))},o.util.sumArrays=function(t,e){return n.zip(t,e).map((function(t,e){return n.sum(t)}))},o.util.arrayLast=function(t){return t[t.length-1]},o.util.arrayEqual=function(t,e){for(var r=Math.max(t.length,e.length,1);r-- >=0&&t[r]===e[r];);return-2===r},o.util.flattenArray=function(t){for(var e=[];!o.util.arrayEqual(e,t);)e=t,t=[].concat.apply([],t);return t},o.util.deduplicate=function(t){return t.filter((function(t,e,r){return r.indexOf(t)==e}))},o.util.convertToCartesian=function(t,e){var r=e*Math.PI/180;return[t*Math.cos(r),t*Math.sin(r)]},o.util.round=function(t,e){var r=e||2,n=Math.pow(10,r);return Math.round(t*n)/n},o.util.getMousePos=function(t){var e=n.mouse(t.node()),r=e[0],i=e[1],a={};return a.x=r,a.y=i,a.pos=e,a.angle=180*(Math.atan2(i,r)+Math.PI)/Math.PI,a.radius=Math.sqrt(r*r+i*i),a},o.util.duplicatesCount=function(t){for(var e,r={},n={},i=0,a=t.length;i<a;i++)(e=t[i])in r?(r[e]++,n[e]=r[e]):r[e]=1;return n},o.util.duplicates=function(t){return Object.keys(o.util.duplicatesCount(t))},o.util.translator=function(t,e,r,n){if(n){var i=r.slice();r=e,e=i}var a=e.reduce((function(t,e){if(\"undefined\"!=typeof t)return t[e]}),t);\"undefined\"!=typeof a&&(e.reduce((function(t,r,n){if(\"undefined\"!=typeof t)return n===e.length-1&&delete t[r],t[r]}),t),r.reduce((function(t,e,n){return\"undefined\"==typeof t[e]&&(t[e]={}),n===r.length-1&&(t[e]=a),t[e]}),t))},o.PolyChart=function(){var t=[o.PolyChart.defaultConfig()],e=n.dispatch(\"hover\"),r={solid:\"none\",dash:[5,2],dot:[2,5]};function a(){var e=t[0].geometryConfig,i=e.container;\"string\"==typeof i&&(i=n.select(i)),i.datum(t).each((function(t,i){var a=!!t[0].data.yStack,o=t.map((function(t,e){return a?n.zip(t.data.t[0],t.data.r[0],t.data.yStack[0]):n.zip(t.data.t[0],t.data.r[0])})),s=e.angularScale,l=e.radialScale.domain()[0],c={bar:function(r,i,a){var o=t[a].data,l=e.radialScale(r[1])-e.radialScale(0),c=e.radialScale(r[2]||0),u=o.barWidth;n.select(this).attr({class:\"mark bar\",d:\"M\"+[[l+c,-u/2],[l+c,u/2],[c,u/2],[c,-u/2]].join(\"L\")+\"Z\",transform:function(t,r){return\"rotate(\"+(e.orientation+s(t[0]))+\")\"}})}};c.dot=function(r,i,a){var o=r[2]?[r[0],r[1]+r[2]]:r,s=n.svg.symbol().size(t[a].data.dotSize).type(t[a].data.dotType)(r,i);n.select(this).attr({class:\"mark dot\",d:s,transform:function(t,r){var n,i,a,s=(n=function(t,r){var n=e.radialScale(t[1]),i=(e.angularScale(t[0])+e.orientation)*Math.PI/180;return{r:n,t:i}}(o),i=n.r*Math.cos(n.t),a=n.r*Math.sin(n.t),{x:i,y:a});return\"translate(\"+[s.x,s.y]+\")\"}})};var u=n.svg.line.radial().interpolate(t[0].data.lineInterpolation).radius((function(t){return e.radialScale(t[1])})).angle((function(t){return e.angularScale(t[0])*Math.PI/180}));c.line=function(r,i,a){var s=r[2]?o[a].map((function(t,e){return[t[0],t[1]+t[2]]})):o[a];if(n.select(this).each(c.dot).style({opacity:function(e,r){return+t[a].data.dotVisible},fill:d.stroke(r,i,a)}).attr({class:\"mark dot\"}),!(i>0)){var l=n.select(this.parentNode).selectAll(\"path.line\").data([0]);l.enter().insert(\"path\"),l.attr({class:\"line\",d:u(s),transform:function(t,r){return\"rotate(\"+(e.orientation+90)+\")\"},\"pointer-events\":\"none\"}).style({fill:function(t,e){return d.fill(r,i,a)},\"fill-opacity\":0,stroke:function(t,e){return d.stroke(r,i,a)},\"stroke-width\":function(t,e){return d[\"stroke-width\"](r,i,a)},\"stroke-dasharray\":function(t,e){return d[\"stroke-dasharray\"](r,i,a)},opacity:function(t,e){return d.opacity(r,i,a)},display:function(t,e){return d.display(r,i,a)}})}};var f=e.angularScale.range(),h=Math.abs(f[1]-f[0])/o[0].length*Math.PI/180,p=n.svg.arc().startAngle((function(t){return-h/2})).endAngle((function(t){return h/2})).innerRadius((function(t){return e.radialScale(l+(t[2]||0))})).outerRadius((function(t){return e.radialScale(l+(t[2]||0))+e.radialScale(t[1])}));c.arc=function(t,r,i){n.select(this).attr({class:\"mark arc\",d:p,transform:function(t,r){return\"rotate(\"+(e.orientation+s(t[0])+90)+\")\"}})};var d={fill:function(e,r,n){return t[n].data.color},stroke:function(e,r,n){return t[n].data.strokeColor},\"stroke-width\":function(e,r,n){return t[n].data.strokeSize+\"px\"},\"stroke-dasharray\":function(e,n,i){return r[t[i].data.strokeDash]},opacity:function(e,r,n){return t[n].data.opacity},display:function(e,r,n){return\"undefined\"==typeof t[n].data.visible||t[n].data.visible?\"block\":\"none\"}},g=n.select(this).selectAll(\"g.layer\").data(o);g.enter().append(\"g\").attr({class:\"layer\"});var m=g.selectAll(\"path.mark\").data((function(t,e){return t}));m.enter().append(\"path\").attr({class:\"mark\"}),m.style(d).each(c[e.geometryType]),m.exit().remove(),g.exit().remove()}))}return a.config=function(e){return arguments.length?(e.forEach((function(e,r){t[r]||(t[r]={}),i(t[r],o.PolyChart.defaultConfig()),i(t[r],e)})),this):t},a.getColorScale=function(){},n.rebind(a,e,\"on\"),a},o.PolyChart.defaultConfig=function(){return{data:{name:\"geom1\",t:[[1,2,3,4]],r:[[1,2,3,4]],dotType:\"circle\",dotSize:64,dotVisible:!1,barWidth:20,color:\"#ffa500\",strokeSize:1,strokeColor:\"silver\",strokeDash:\"solid\",opacity:1,index:0,visible:!0,visibleInLegend:!0},geometryConfig:{geometry:\"LinePlot\",geometryType:\"arc\",direction:\"clockwise\",orientation:0,container:\"body\",radialScale:null,angularScale:null,colorScale:n.scale.category20()}}},o.BarChart=function(){return o.PolyChart()},o.BarChart.defaultConfig=function(){return{geometryConfig:{geometryType:\"bar\"}}},o.AreaChart=function(){return o.PolyChart()},o.AreaChart.defaultConfig=function(){return{geometryConfig:{geometryType:\"arc\"}}},o.DotPlot=function(){return o.PolyChart()},o.DotPlot.defaultConfig=function(){return{geometryConfig:{geometryType:\"dot\",dotType:\"circle\"}}},o.LinePlot=function(){return o.PolyChart()},o.LinePlot.defaultConfig=function(){return{geometryConfig:{geometryType:\"line\"}}},o.Legend=function(){var t=o.Legend.defaultConfig(),e=n.dispatch(\"hover\");function r(){var e=t.legendConfig,a=t.data.map((function(t,r){return[].concat(t).map((function(t,n){var a=i({},e.elements[r]);return a.name=t,a.color=[].concat(e.elements[r].color)[n],a}))})),o=n.merge(a);o=o.filter((function(t,r){return e.elements[r]&&(e.elements[r].visibleInLegend||\"undefined\"==typeof e.elements[r].visibleInLegend)})),e.reverseOrder&&(o=o.reverse());var s=e.container;(\"string\"==typeof s||s.nodeName)&&(s=n.select(s));var l=o.map((function(t,e){return t.color})),c=e.fontSize,u=null==e.isContinuous?\"number\"==typeof o[0]:e.isContinuous,f=u?e.height:c*o.length,h=s.classed(\"legend-group\",!0).selectAll(\"svg\").data([0]),p=h.enter().append(\"svg\").attr({width:300,height:f+c,xmlns:\"http://www.w3.org/2000/svg\",\"xmlns:xlink\":\"http://www.w3.org/1999/xlink\",version:\"1.1\"});p.append(\"g\").classed(\"legend-axis\",!0),p.append(\"g\").classed(\"legend-marks\",!0);var d=n.range(o.length),g=n.scale[u?\"linear\":\"ordinal\"]().domain(d).range(l),m=n.scale[u?\"linear\":\"ordinal\"]().domain(d)[u?\"range\":\"rangePoints\"]([0,f]);if(u){var v=h.select(\".legend-marks\").append(\"defs\").append(\"linearGradient\").attr({id:\"grad1\",x1:\"0%\",y1:\"0%\",x2:\"0%\",y2:\"100%\"}).selectAll(\"stop\").data(l);v.enter().append(\"stop\"),v.attr({offset:function(t,e){return e/(l.length-1)*100+\"%\"}}).style({\"stop-color\":function(t,e){return t}}),h.append(\"rect\").classed(\"legend-mark\",!0).attr({height:e.height,width:e.colorBandWidth,fill:\"url(#grad1)\"})}else{var y=h.select(\".legend-marks\").selectAll(\"path.legend-mark\").data(o);y.enter().append(\"path\").classed(\"legend-mark\",!0),y.attr({transform:function(t,e){return\"translate(\"+[c/2,m(e)+c/2]+\")\"},d:function(t,e){var r,i,a,o=t.symbol;return a=3*(i=c),\"line\"===(r=o)?\"M\"+[[-i/2,-i/12],[i/2,-i/12],[i/2,i/12],[-i/2,i/12]]+\"Z\":-1!=n.svg.symbolTypes.indexOf(r)?n.svg.symbol().type(r).size(a)():n.svg.symbol().type(\"square\").size(a)()},fill:function(t,e){return g(e)}}),y.exit().remove()}var x=n.svg.axis().scale(m).orient(\"right\"),b=h.select(\"g.legend-axis\").attr({transform:\"translate(\"+[u?e.colorBandWidth:c,c/2]+\")\"}).call(x);return b.selectAll(\".domain\").style({fill:\"none\",stroke:\"none\"}),b.selectAll(\"line\").style({fill:\"none\",stroke:u?e.textColor:\"none\"}),b.selectAll(\"text\").style({fill:e.textColor,\"font-size\":e.fontSize}).text((function(t,e){return o[e].name})),r}return r.config=function(e){return arguments.length?(i(t,e),this):t},n.rebind(r,e,\"on\"),r},o.Legend.defaultConfig=function(t,e){return{data:[\"a\",\"b\",\"c\"],legendConfig:{elements:[{symbol:\"line\",color:\"red\"},{symbol:\"square\",color:\"yellow\"},{symbol:\"diamond\",color:\"limegreen\"}],height:150,colorBandWidth:30,fontSize:12,container:\"body\",isContinuous:null,textColor:\"grey\",reverseOrder:!1}}},o.tooltipPanel=function(){var t,e,r,a={container:null,hasTick:!1,fontSize:12,color:\"white\",padding:5},s=\"tooltip-\"+o.tooltipPanel.uid++,l=10,c=function(){var n=(t=a.container.selectAll(\"g.\"+s).data([0])).enter().append(\"g\").classed(s,!0).style({\"pointer-events\":\"none\",display:\"none\"});return r=n.append(\"path\").style({fill:\"white\",\"fill-opacity\":.9}).attr({d:\"M0 0\"}),e=n.append(\"text\").attr({dx:a.padding+l,dy:.3*+a.fontSize}),c};return c.text=function(i){var o=n.hsl(a.color).l,s=o>=.5?\"#aaa\":\"white\",u=o>=.5?\"black\":\"white\",f=i||\"\";e.style({fill:u,\"font-size\":a.fontSize+\"px\"}).text(f);var h=a.padding,p=e.node().getBBox(),d={fill:a.color,stroke:s,\"stroke-width\":\"2px\"},g=p.width+2*h+l,m=p.height+2*h;return r.attr({d:\"M\"+[[l,-m/2],[l,-m/4],[a.hasTick?0:l,0],[l,m/4],[l,m/2],[g,m/2],[g,-m/2]].join(\"L\")+\"Z\"}).style(d),t.attr({transform:\"translate(\"+[l,-m/2+2*h]+\")\"}),t.style({display:\"block\"}),c},c.move=function(e){if(t)return t.attr({transform:\"translate(\"+[e[0],e[1]]+\")\"}).style({display:\"block\"}),c},c.hide=function(){if(t)return t.style({display:\"none\"}),c},c.show=function(){if(t)return t.style({display:\"block\"}),c},c.config=function(t){return i(a,t),c},c},o.tooltipPanel.uid=1,o.adapter={},o.adapter.plotly=function(){var t={convert:function(t,e){var r={};if(t.data&&(r.data=t.data.map((function(t,r){var n=i({},t);return[[n,[\"marker\",\"color\"],[\"color\"]],[n,[\"marker\",\"opacity\"],[\"opacity\"]],[n,[\"marker\",\"line\",\"color\"],[\"strokeColor\"]],[n,[\"marker\",\"line\",\"dash\"],[\"strokeDash\"]],[n,[\"marker\",\"line\",\"width\"],[\"strokeSize\"]],[n,[\"marker\",\"symbol\"],[\"dotType\"]],[n,[\"marker\",\"size\"],[\"dotSize\"]],[n,[\"marker\",\"barWidth\"],[\"barWidth\"]],[n,[\"line\",\"interpolation\"],[\"lineInterpolation\"]],[n,[\"showlegend\"],[\"visibleInLegend\"]]].forEach((function(t,r){o.util.translator.apply(null,t.concat(e))})),e||delete n.marker,e&&delete n.groupId,e?(\"LinePlot\"===n.geometry?(n.type=\"scatter\",!0===n.dotVisible?(delete n.dotVisible,n.mode=\"lines+markers\"):n.mode=\"lines\"):\"DotPlot\"===n.geometry?(n.type=\"scatter\",n.mode=\"markers\"):\"AreaChart\"===n.geometry?n.type=\"area\":\"BarChart\"===n.geometry&&(n.type=\"bar\"),delete n.geometry):(\"scatter\"===n.type?\"lines\"===n.mode?n.geometry=\"LinePlot\":\"markers\"===n.mode?n.geometry=\"DotPlot\":\"lines+markers\"===n.mode&&(n.geometry=\"LinePlot\",n.dotVisible=!0):\"area\"===n.type?n.geometry=\"AreaChart\":\"bar\"===n.type&&(n.geometry=\"BarChart\"),delete n.mode,delete n.type),n})),!e&&t.layout&&\"stack\"===t.layout.barmode)){var a=o.util.duplicates(r.data.map((function(t,e){return t.geometry})));r.data.forEach((function(t,e){var n=a.indexOf(t.geometry);-1!=n&&(r.data[e].groupId=n)}))}if(t.layout){var s=i({},t.layout);if([[s,[\"plot_bgcolor\"],[\"backgroundColor\"]],[s,[\"showlegend\"],[\"showLegend\"]],[s,[\"radialaxis\"],[\"radialAxis\"]],[s,[\"angularaxis\"],[\"angularAxis\"]],[s.angularaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularaxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularaxis,[\"nticks\"],[\"ticksCount\"]],[s.angularaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularaxis,[\"range\"],[\"domain\"]],[s.angularaxis,[\"endpadding\"],[\"endPadding\"]],[s.radialaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialaxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularAxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularAxis,[\"nticks\"],[\"ticksCount\"]],[s.angularAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularAxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"endpadding\"],[\"endPadding\"]],[s.radialAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialAxis,[\"range\"],[\"domain\"]],[s.font,[\"outlinecolor\"],[\"outlineColor\"]],[s.legend,[\"traceorder\"],[\"reverseOrder\"]],[s,[\"labeloffset\"],[\"labelOffset\"]],[s,[\"defaultcolorrange\"],[\"defaultColorRange\"]]].forEach((function(t,r){o.util.translator.apply(null,t.concat(e))})),e?(\"undefined\"!=typeof s.tickLength&&(s.angularaxis.ticklen=s.tickLength,delete s.tickLength),s.tickColor&&(s.angularaxis.tickcolor=s.tickColor,delete s.tickColor)):(s.angularAxis&&\"undefined\"!=typeof s.angularAxis.ticklen&&(s.tickLength=s.angularAxis.ticklen),s.angularAxis&&\"undefined\"!=typeof s.angularAxis.tickcolor&&(s.tickColor=s.angularAxis.tickcolor)),s.legend&&\"boolean\"!=typeof s.legend.reverseOrder&&(s.legend.reverseOrder=\"normal\"!=s.legend.reverseOrder),s.legend&&\"boolean\"==typeof s.legend.traceorder&&(s.legend.traceorder=s.legend.traceorder?\"reversed\":\"normal\",delete s.legend.reverseOrder),s.margin&&\"undefined\"!=typeof s.margin.t){var l=[\"t\",\"r\",\"b\",\"l\",\"pad\"],c=[\"top\",\"right\",\"bottom\",\"left\",\"pad\"],u={};n.entries(s.margin).forEach((function(t,e){u[c[l.indexOf(t.key)]]=t.value})),s.margin=u}e&&(delete s.needsEndSpacing,delete s.minorTickColor,delete s.minorTicks,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksStep,delete s.angularaxis.rewriteTicks,delete s.angularaxis.nticks,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksStep,delete s.radialaxis.rewriteTicks,delete s.radialaxis.nticks),r.layout=s}return r}};return t}},{\"../../../constants/alignment\":745,\"../../../lib\":778,d3:169}],901:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../../lib\"),a=t(\"../../../components/color\"),o=t(\"./micropolar\"),s=t(\"./undo_manager\"),l=i.extendDeepAll,c=e.exports={};c.framework=function(t){var e,r,i,a,u,f=new s;function h(r,s){return s&&(u=s),n.select(n.select(u).node().parentNode).selectAll(\".svg-container>*:not(.chart-root)\").remove(),e=e?l(e,r):r,i||(i=o.Axis()),a=o.adapter.plotly().convert(e),i.config(a).render(u),t.data=e.data,t.layout=e.layout,c.fillLayout(t),e}return h.isPolar=!0,h.svg=function(){return i.svg()},h.getConfig=function(){return e},h.getLiveConfig=function(){return o.adapter.plotly().convert(i.getLiveConfig(),!0)},h.getLiveScales=function(){return{t:i.angularScale(),r:i.radialScale()}},h.setUndoPoint=function(){var t,n,i=this,a=o.util.cloneJson(e);t=a,n=r,f.add({undo:function(){n&&i(n)},redo:function(){i(t)}}),r=o.util.cloneJson(a)},h.undo=function(){f.undo()},h.redo=function(){f.redo()},h},c.fillLayout=function(t){var e=n.select(t).selectAll(\".plot-container\"),r=e.selectAll(\".svg-container\"),i=t.framework&&t.framework.svg&&t.framework.svg(),o={width:800,height:600,paper_bgcolor:a.background,_container:e,_paperdiv:r,_paper:i};t._fullLayout=l(o,t.layout)}},{\"../../../components/color\":643,\"../../../lib\":778,\"./micropolar\":900,\"./undo_manager\":902,d3:169}],902:[function(t,e,r){\"use strict\";e.exports=function(){var t,e=[],r=-1,n=!1;function i(t,e){return t?(n=!0,t[e](),n=!1,this):this}return{add:function(t){return n||(e.splice(r+1,e.length-r),e.push(t),r=e.length-1),this},setCallback:function(e){t=e},undo:function(){var n=e[r];return n?(i(n,\"undo\"),r-=1,t&&t(n.undo),this):this},redo:function(){var n=e[r+1];return n?(i(n,\"redo\"),r+=1,t&&t(n.redo),this):this},clear:function(){e=[],r=-1},hasUndo:function(){return-1!==r},hasRedo:function(){return r<e.length-1},getCommands:function(){return e},getPreviousCommand:function(){return e[r-1]},getIndex:function(){return r}}}},{}],903:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"tinycolor2\"),a=t(\"../../registry\"),o=t(\"../../lib\"),s=o.strRotate,l=o.strTranslate,c=t(\"../../components/color\"),u=t(\"../../components/drawing\"),f=t(\"../plots\"),h=t(\"../../plots/cartesian/axes\"),p=t(\"../cartesian/set_convert\"),d=t(\"./set_convert\"),g=t(\"../cartesian/autorange\").doAutoRange,m=t(\"../cartesian/dragbox\"),v=t(\"../../components/dragelement\"),y=t(\"../../components/fx\"),x=t(\"../../components/titles\"),b=t(\"../cartesian/select\").prepSelect,_=t(\"../cartesian/select\").selectOnClick,w=t(\"../cartesian/select\").clearSelect,T=t(\"../../lib/setcursor\"),k=t(\"../../lib/clear_gl_canvases\"),M=t(\"../../plot_api/subroutines\").redrawReglTraces,A=t(\"../../constants/alignment\").MID_SHIFT,S=t(\"./constants\"),E=t(\"./helpers\"),C=o._,L=o.mod,I=o.deg2rad,P=o.rad2deg;function z(t,e){this.id=e,this.gd=t,this._hasClipOnAxisFalse=null,this.vangles=null,this.radialAxisAngle=null,this.traceHash={},this.layers={},this.clipPaths={},this.clipIds={},this.viewInitial={};var r=t._fullLayout,n=\"clip\"+r._uid+e;this.clipIds.forTraces=n+\"-for-traces\",this.clipPaths.forTraces=r._clips.append(\"clipPath\").attr(\"id\",this.clipIds.forTraces),this.clipPaths.forTraces.append(\"path\"),this.framework=r._polarlayer.append(\"g\").attr(\"class\",e),this.radialTickLayout=null,this.angularTickLayout=null}var O=z.prototype;function D(t){var e=t.ticks+String(t.ticklen)+String(t.showticklabels);return\"side\"in t&&(e+=t.side),e}function R(t,e){return e[o.findIndexOfMin(e,(function(e){return o.angleDist(t,e)}))]}function F(t,e,r){return e?(t.attr(\"display\",null),t.attr(r)):t&&t.attr(\"display\",\"none\"),t}e.exports=function(t,e){return new z(t,e)},O.plot=function(t,e){var r=e[this.id];this._hasClipOnAxisFalse=!1;for(var n=0;n<t.length;n++){if(!1===t[n][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(e,r),this.updateLayout(e,r),f.generalUpdatePerTraceModule(this.gd,this,t,r),this.updateFx(e,r)},O.updateLayers=function(t,e){var r=this.layers,i=e.radialaxis,a=e.angularaxis,o=S.layerNames,s=o.indexOf(\"frontplot\"),l=o.slice(0,s),c=\"below traces\"===a.layer,u=\"below traces\"===i.layer;c&&l.push(\"angular-line\"),u&&l.push(\"radial-line\"),c&&l.push(\"angular-axis\"),u&&l.push(\"radial-axis\"),l.push(\"frontplot\"),c||l.push(\"angular-line\"),u||l.push(\"radial-line\"),c||l.push(\"angular-axis\"),u||l.push(\"radial-axis\");var f=this.framework.selectAll(\".polarsublayer\").data(l,String);f.enter().append(\"g\").attr(\"class\",(function(t){return\"polarsublayer \"+t})).each((function(t){var e=r[t]=n.select(this);switch(t){case\"frontplot\":e.append(\"g\").classed(\"barlayer\",!0),e.append(\"g\").classed(\"scatterlayer\",!0);break;case\"backplot\":e.append(\"g\").classed(\"maplayer\",!0);break;case\"plotbg\":r.bg=e.append(\"path\");break;case\"radial-grid\":case\"angular-grid\":e.style(\"fill\",\"none\");break;case\"radial-line\":e.append(\"line\").style(\"fill\",\"none\");break;case\"angular-line\":e.append(\"path\").style(\"fill\",\"none\")}})),f.order()},O.updateLayout=function(t,e){var r=this.layers,n=t._size,i=e.radialaxis,a=e.angularaxis,o=e.domain.x,s=e.domain.y;this.xOffset=n.l+n.w*o[0],this.yOffset=n.t+n.h*(1-s[1]);var f=this.xLength=n.w*(o[1]-o[0]),h=this.yLength=n.h*(s[1]-s[0]),p=e.sector;this.sectorInRad=p.map(I);var d,g,m,v,y,x=this.sectorBBox=function(t){var e,r,n,i,a=t[0],o=t[1]-a,s=L(a,360),l=s+o,c=Math.cos(I(s)),u=Math.sin(I(s)),f=Math.cos(I(l)),h=Math.sin(I(l));i=s<=90&&l>=90||s>90&&l>=450?1:u<=0&&h<=0?0:Math.max(u,h);e=s<=180&&l>=180||s>180&&l>=540?-1:c>=0&&f>=0?0:Math.min(c,f);r=s<=270&&l>=270||s>270&&l>=630?-1:u>=0&&h>=0?0:Math.min(u,h);n=l>=360?1:c<=0&&f<=0?0:Math.max(c,f);return[e,r,n,i]}(p),b=x[2]-x[0],_=x[3]-x[1],w=h/f,T=Math.abs(_/b);w>T?(d=f,y=(h-(g=f*T))/n.h/2,m=[o[0],o[1]],v=[s[0]+y,s[1]-y]):(g=h,y=(f-(d=h/T))/n.w/2,m=[o[0]+y,o[1]-y],v=[s[0],s[1]]),this.xLength2=d,this.yLength2=g,this.xDomain2=m,this.yDomain2=v;var k=this.xOffset2=n.l+n.w*m[0],M=this.yOffset2=n.t+n.h*(1-v[1]),A=this.radius=d/b,S=this.innerRadius=e.hole*A,E=this.cx=k-A*x[0],C=this.cy=M+A*x[3],P=this.cxx=E-k,z=this.cyy=C-M;this.radialAxis=this.mockAxis(t,e,i,{_id:\"x\",side:{counterclockwise:\"top\",clockwise:\"bottom\"}[i.side],_realSide:i.side,domain:[S/n.w,A/n.w]}),this.angularAxis=this.mockAxis(t,e,a,{side:\"right\",domain:[0,Math.PI],autorange:!1}),this.doAutoRange(t,e),this.updateAngularAxis(t,e),this.updateRadialAxis(t,e),this.updateRadialAxisTitle(t,e),this.xaxis=this.mockCartesianAxis(t,e,{_id:\"x\",domain:m}),this.yaxis=this.mockCartesianAxis(t,e,{_id:\"y\",domain:v});var O=this.pathSubplot();this.clipPaths.forTraces.select(\"path\").attr(\"d\",O).attr(\"transform\",l(P,z)),r.frontplot.attr(\"transform\",l(k,M)).call(u.setClipUrl,this._hasClipOnAxisFalse?null:this.clipIds.forTraces,this.gd),r.bg.attr(\"d\",O).attr(\"transform\",l(E,C)).call(c.fill,e.bgcolor)},O.mockAxis=function(t,e,r,n){var i=o.extendFlat({},r,n);return d(i,e,t),i},O.mockCartesianAxis=function(t,e,r){var n=this,i=r._id,a=o.extendFlat({type:\"linear\"},r);p(a,t);var s={x:[0,2],y:[1,3]};return a.setRange=function(){var t=n.sectorBBox,r=s[i],o=n.radialAxis._rl,l=(o[1]-o[0])/(1-e.hole);a.range=[t[r[0]]*l,t[r[1]]*l]},a.isPtWithinRange=\"x\"===i?function(t){return n.isPtInside(t)}:function(){return!0},a.setRange(),a.setScale(),a},O.doAutoRange=function(t,e){var r=this.gd,n=this.radialAxis,i=e.radialaxis;n.setScale(),g(r,n);var a=n.range;i.range=a.slice(),i._input.range=a.slice(),n._rl=[n.r2l(a[0],null,\"gregorian\"),n.r2l(a[1],null,\"gregorian\")]},O.updateRadialAxis=function(t,e){var r=this,n=r.gd,i=r.layers,a=r.radius,u=r.innerRadius,f=r.cx,p=r.cy,d=e.radialaxis,g=L(e.sector[0],360),m=r.radialAxis,v=u<a;r.fillViewInitialKey(\"radialaxis.angle\",d.angle),r.fillViewInitialKey(\"radialaxis.range\",m.range.slice()),m.setGeometry(),\"auto\"===m.tickangle&&g>90&&g<=270&&(m.tickangle=180);var y=function(t){return l(m.l2p(t.x)+u,0)},x=D(d);if(r.radialTickLayout!==x&&(i[\"radial-axis\"].selectAll(\".xtick\").remove(),r.radialTickLayout=x),v){m.setScale();var b=h.calcTicks(m),_=h.clipEnds(m,b),w=h.getTickSigns(m)[2];h.drawTicks(n,m,{vals:b,layer:i[\"radial-axis\"],path:h.makeTickPath(m,0,w),transFn:y,crisp:!1}),h.drawGrid(n,m,{vals:_,layer:i[\"radial-grid\"],path:function(t){return r.pathArc(m.r2p(t.x)+u)},transFn:o.noop,crisp:!1}),h.drawLabels(n,m,{vals:b,layer:i[\"radial-axis\"],transFn:y,labelFns:h.makeLabelFns(m,0)})}var T=r.radialAxisAngle=r.vangles?P(R(I(d.angle),r.vangles)):d.angle,k=l(f,p),M=k+s(-T);F(i[\"radial-axis\"],v&&(d.showticklabels||d.ticks),{transform:M}),F(i[\"radial-grid\"],v&&d.showgrid,{transform:k}),F(i[\"radial-line\"].select(\"line\"),v&&d.showline,{x1:u,y1:0,x2:a,y2:0,transform:M}).attr(\"stroke-width\",d.linewidth).call(c.stroke,d.linecolor)},O.updateRadialAxisTitle=function(t,e,r){var n=this.gd,i=this.radius,a=this.cx,o=this.cy,s=e.radialaxis,l=this.id+\"title\",c=void 0!==r?r:this.radialAxisAngle,f=I(c),h=Math.cos(f),p=Math.sin(f),d=0;if(s.title){var g=u.bBox(this.layers[\"radial-axis\"].node()).height,m=s.title.font.size;d=\"counterclockwise\"===s.side?-g-.4*m:g+.8*m}this.layers[\"radial-axis-title\"]=x.draw(n,l,{propContainer:s,propName:this.id+\".radialaxis.title\",placeholder:C(n,\"Click to enter radial axis title\"),attributes:{x:a+i/2*h+d*p,y:o-i/2*p+d*h,\"text-anchor\":\"middle\"},transform:{rotate:-c}})},O.updateAngularAxis=function(t,e){var r=this,n=r.gd,i=r.layers,a=r.radius,u=r.innerRadius,f=r.cx,p=r.cy,d=e.angularaxis,g=r.angularAxis;r.fillViewInitialKey(\"angularaxis.rotation\",d.rotation),g.setGeometry(),g.setScale();var m=function(t){return g.t2g(t.x)};\"linear\"===g.type&&\"radians\"===g.thetaunit&&(g.tick0=P(g.tick0),g.dtick=P(g.dtick));var v=function(t){return l(f+a*Math.cos(t),p-a*Math.sin(t))},y=h.makeLabelFns(g,0).labelStandoff,x={xFn:function(t){var e=m(t);return Math.cos(e)*y},yFn:function(t){var e=m(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(y+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*A)},anchorFn:function(t){var e=m(t),r=Math.cos(e);return Math.abs(r)<.1?\"middle\":r>0?\"start\":\"end\"},heightFn:function(t,e,r){var n=m(t);return-.5*(1+Math.sin(n))*r}},b=D(d);r.angularTickLayout!==b&&(i[\"angular-axis\"].selectAll(\".\"+g._id+\"tick\").remove(),r.angularTickLayout=b);var _,w=h.calcTicks(g);if(\"linear\"===e.gridshape?(_=w.map(m),o.angleDelta(_[0],_[1])<0&&(_=_.slice().reverse())):_=null,r.vangles=_,\"category\"===g.type&&(w=w.filter((function(t){return o.isAngleInsideSector(m(t),r.sectorInRad)}))),g.visible){var T=\"inside\"===g.ticks?-1:1,k=(g.linewidth||1)/2;h.drawTicks(n,g,{vals:w,layer:i[\"angular-axis\"],path:\"M\"+T*k+\",0h\"+T*g.ticklen,transFn:function(t){var e=m(t);return v(e)+s(-P(e))},crisp:!1}),h.drawGrid(n,g,{vals:w,layer:i[\"angular-grid\"],path:function(t){var e=m(t),r=Math.cos(e),n=Math.sin(e);return\"M\"+[f+u*r,p-u*n]+\"L\"+[f+a*r,p-a*n]},transFn:o.noop,crisp:!1}),h.drawLabels(n,g,{vals:w,layer:i[\"angular-axis\"],repositionOnUpdate:!0,transFn:function(t){return v(m(t))},labelFns:x})}F(i[\"angular-line\"].select(\"path\"),d.showline,{d:r.pathSubplot(),transform:l(f,p)}).attr(\"stroke-width\",d.linewidth).call(c.stroke,d.linecolor)},O.updateFx=function(t,e){this.gd._context.staticPlot||(this.updateAngularDrag(t),this.updateRadialDrag(t,e,0),this.updateRadialDrag(t,e,1),this.updateMainDrag(t))},O.updateMainDrag=function(t){var e,r,s=this,c=s.gd,u=s.layers,f=t._zoomlayer,h=S.MINZOOM,p=S.OFFEDGE,d=s.radius,g=s.innerRadius,x=s.cx,T=s.cy,k=s.cxx,M=s.cyy,A=s.sectorInRad,C=s.vangles,L=s.radialAxis,I=E.clampTiny,P=E.findXYatLength,z=E.findEnclosingVertexAngles,O=S.cornerHalfWidth,D=S.cornerLen/2,R=m.makeDragger(u,\"path\",\"maindrag\",\"crosshair\");n.select(R).attr(\"d\",s.pathSubplot()).attr(\"transform\",l(x,T));var F,B,N,j,U,V,q,H,G,Y={element:R,gd:c,subplot:s.id,plotinfo:{id:s.id,xaxis:s.xaxis,yaxis:s.yaxis},xaxes:[s.xaxis],yaxes:[s.yaxis]};function W(t,e){return Math.sqrt(t*t+e*e)}function X(t,e){return W(t-k,e-M)}function Z(t,e){return Math.atan2(M-e,t-k)}function J(t,e){return[t*Math.cos(e),t*Math.sin(-e)]}function K(t,e){if(0===t)return s.pathSector(2*O);var r=D/t,n=e-r,i=e+r,a=Math.max(0,Math.min(t,d)),o=a-O,l=a+O;return\"M\"+J(o,n)+\"A\"+[o,o]+\" 0,0,0 \"+J(o,i)+\"L\"+J(l,i)+\"A\"+[l,l]+\" 0,0,1 \"+J(l,n)+\"Z\"}function Q(t,e,r){if(0===t)return s.pathSector(2*O);var n,i,a=J(t,e),o=J(t,r),l=I((a[0]+o[0])/2),c=I((a[1]+o[1])/2);if(l&&c){var u=c/l,f=-1/u,h=P(O,u,l,c);n=P(D,f,h[0][0],h[0][1]),i=P(D,f,h[1][0],h[1][1])}else{var p,d;c?(p=D,d=O):(p=O,d=D),n=[[l-p,c-d],[l+p,c-d]],i=[[l-p,c+d],[l+p,c+d]]}return\"M\"+n.join(\"L\")+\"L\"+i.reverse().join(\"L\")+\"Z\"}function $(t,e){return e=Math.max(Math.min(e,d),g),t<p?t=0:d-t<p?t=d:e<p?e=0:d-e<p&&(e=d),Math.abs(e-t)>h?(t<e?(N=t,j=e):(N=e,j=t),!0):(N=null,j=null,!1)}function tt(t,e){t=t||U,e=e||\"M0,0Z\",H.attr(\"d\",t),G.attr(\"d\",e),m.transitionZoombox(H,G,V,q),V=!0;var r={};at(r),c.emit(\"plotly_relayouting\",r)}function et(t,n){var i,a,o=F+(t*=e),l=B+(n*=r),c=X(F,B),u=Math.min(X(o,l),d),f=Z(F,B);$(c,u)&&(i=U+s.pathSector(j),N&&(i+=s.pathSector(N)),a=K(N,f)+K(j,f)),tt(i,a)}function rt(t,e,r,n){var i=E.findIntersectionXY(r,n,r,[t-k,M-e]);return W(i[0],i[1])}function nt(t,e){var r,n,i=F+t,a=B+e,o=Z(F,B),l=Z(i,a),c=z(o,C),u=z(l,C);$(rt(F,B,c[0],c[1]),Math.min(rt(i,a,u[0],u[1]),d))&&(r=U+s.pathSector(j),N&&(r+=s.pathSector(N)),n=[Q(N,c[0],c[1]),Q(j,c[0],c[1])].join(\" \")),tt(r,n)}function it(){if(m.removeZoombox(c),null!==N&&null!==j){var t={};at(t),m.showDoubleClickNotifier(c),a.call(\"_guiRelayout\",c,t)}}function at(t){var e=L._rl,r=(e[1]-e[0])/(1-g/d)/d,n=[e[0]+(N-g)*r,e[0]+(j-g)*r];t[s.id+\".radialaxis.range\"]=n}function ot(t,e){var r=c._fullLayout.clickmode;if(m.removeZoombox(c),2===t){var n={};for(var i in s.viewInitial)n[s.id+\".\"+i]=s.viewInitial[i];c.emit(\"plotly_doubleclick\",null),a.call(\"_guiRelayout\",c,n)}r.indexOf(\"select\")>-1&&1===t&&_(e,c,[s.xaxis],[s.yaxis],s.id,Y),r.indexOf(\"event\")>-1&&y.click(c,e,s.id)}Y.prepFn=function(t,n,a){var l=c._fullLayout.dragmode,u=R.getBoundingClientRect();c._fullLayout._calcInverseTransform(c);var h=c._fullLayout._invTransform;e=c._fullLayout._invScaleX,r=c._fullLayout._invScaleY;var p=o.apply3DTransform(h)(n-u.left,a-u.top);if(F=p[0],B=p[1],C){var g=E.findPolygonOffset(d,A[0],A[1],C);F+=k+g[0],B+=M+g[1]}switch(l){case\"zoom\":Y.moveFn=C?nt:et,Y.clickFn=ot,Y.doneFn=it,function(){N=null,j=null,U=s.pathSubplot(),V=!1;var t=c._fullLayout[s.id];q=i(t.bgcolor).getLuminance(),(H=m.makeZoombox(f,q,x,T,U)).attr(\"fill-rule\",\"evenodd\"),G=m.makeCorners(f,x,T),w(c)}();break;case\"select\":case\"lasso\":b(t,n,a,Y,l)}},R.onmousemove=function(t){y.hover(c,t,s.id),c._fullLayout._lasthover=R,c._fullLayout._hoversubplot=s.id},R.onmouseout=function(t){c._dragging||v.unhover(c,t)},v.init(Y)},O.updateRadialDrag=function(t,e,r){var i=this,c=i.gd,u=i.layers,f=i.radius,h=i.innerRadius,p=i.cx,d=i.cy,g=i.radialAxis,y=S.radialDragBoxSize,x=y/2;if(g.visible){var b,_,T,A=I(i.radialAxisAngle),E=g._rl,C=E[0],L=E[1],z=E[r],O=.75*(E[1]-E[0])/(1-e.hole)/f;r?(b=p+(f+x)*Math.cos(A),_=d-(f+x)*Math.sin(A),T=\"radialdrag\"):(b=p+(h-x)*Math.cos(A),_=d-(h-x)*Math.sin(A),T=\"radialdrag-inner\");var D,B,N,j=m.makeRectDragger(u,T,\"crosshair\",-x,-x,y,y),U={element:j,gd:c};F(n.select(j),g.visible&&h<f,{transform:l(b,_)}),U.prepFn=function(){D=null,B=null,N=null,U.moveFn=V,U.doneFn=q,w(c)},U.clampFn=function(t,e){return Math.sqrt(t*t+e*e)<S.MINDRAG&&(t=0,e=0),[t,e]},v.init(U)}function V(t,e){if(D)D(t,e);else{var n=[t,-e],a=[Math.cos(A),Math.sin(A)],s=Math.abs(o.dot(n,a)/Math.sqrt(o.dot(n,n)));isNaN(s)||(D=s<.5?H:G)}var l={};!function(t){null!==B?t[i.id+\".radialaxis.angle\"]=B:null!==N&&(t[i.id+\".radialaxis.range[\"+r+\"]\"]=N)}(l),c.emit(\"plotly_relayouting\",l)}function q(){null!==B?a.call(\"_guiRelayout\",c,i.id+\".radialaxis.angle\",B):null!==N&&a.call(\"_guiRelayout\",c,i.id+\".radialaxis.range[\"+r+\"]\",N)}function H(t,e){if(0!==r){var n=b+t,a=_+e;B=Math.atan2(d-a,n-p),i.vangles&&(B=R(B,i.vangles)),B=P(B);var o=l(p,d)+s(-B);u[\"radial-axis\"].attr(\"transform\",o),u[\"radial-line\"].select(\"line\").attr(\"transform\",o);var c=i.gd._fullLayout,f=c[i.id];i.updateRadialAxisTitle(c,f,B)}}function G(t,e){var n=o.dot([t,-e],[Math.cos(A),Math.sin(A)]);if(N=z-O*n,O>0==(r?N>C:N<L)){var s=c._fullLayout,l=s[i.id];g.range[r]=N,g._rl[r]=N,i.updateRadialAxis(s,l),i.xaxis.setRange(),i.xaxis.setScale(),i.yaxis.setRange(),i.yaxis.setScale();var u=!1;for(var f in i.traceHash){var h=i.traceHash[f],p=o.filterVisible(h);h[0][0].trace._module.plot(c,i,p,l),a.traceIs(f,\"gl\")&&p.length&&(u=!0)}u&&(k(c),M(c))}else N=null}},O.updateAngularDrag=function(t){var e=this,r=e.gd,i=e.layers,c=e.radius,f=e.angularAxis,h=e.cx,p=e.cy,d=e.cxx,g=e.cyy,y=S.angularDragBoxSize,x=m.makeDragger(i,\"path\",\"angulardrag\",\"move\"),b={element:x,gd:r};function _(t,e){return Math.atan2(g+y-e,t-d-y)}n.select(x).attr(\"d\",e.pathAnnulus(c,c+y)).attr(\"transform\",l(h,p)).call(T,\"move\");var A,E,C,L,I,z,O=i.frontplot.select(\".scatterlayer\").selectAll(\".trace\"),D=O.selectAll(\".point\"),R=O.selectAll(\".textpoint\");function F(c,m){var v=e.gd._fullLayout,y=v[e.id],x=_(A+c*t._invScaleX,E+m*t._invScaleY),b=P(x-z);if(L=C+b,i.frontplot.attr(\"transform\",l(e.xOffset2,e.yOffset2)+s([-b,d,g])),e.vangles){I=e.radialAxisAngle+b;var w=l(h,p)+s(-b),T=l(h,p)+s(-I);i.bg.attr(\"transform\",w),i[\"radial-grid\"].attr(\"transform\",w),i[\"radial-axis\"].attr(\"transform\",T),i[\"radial-line\"].select(\"line\").attr(\"transform\",T),e.updateRadialAxisTitle(v,y,I)}else e.clipPaths.forTraces.select(\"path\").attr(\"transform\",l(d,g)+s(b));D.each((function(){var t=n.select(this),e=u.getTranslate(t);t.attr(\"transform\",l(e.x,e.y)+s([b]))})),R.each((function(){var t=n.select(this),e=t.select(\"text\"),r=u.getTranslate(t);t.attr(\"transform\",s([b,e.attr(\"x\"),e.attr(\"y\")])+l(r.x,r.y))})),f.rotation=o.modHalf(L,360),e.updateAngularAxis(v,y),e._hasClipOnAxisFalse&&!o.isFullCircle(e.sectorInRad)&&O.call(u.hideOutsideRangePoints,e);var S=!1;for(var F in e.traceHash)if(a.traceIs(F,\"gl\")){var N=e.traceHash[F],j=o.filterVisible(N);N[0][0].trace._module.plot(r,e,j,y),j.length&&(S=!0)}S&&(k(r),M(r));var U={};B(U),r.emit(\"plotly_relayouting\",U)}function B(t){t[e.id+\".angularaxis.rotation\"]=L,e.vangles&&(t[e.id+\".radialaxis.angle\"]=I)}function N(){R.select(\"text\").attr(\"transform\",null);var t={};B(t),a.call(\"_guiRelayout\",r,t)}b.prepFn=function(n,i,a){var s=t[e.id];C=s.angularaxis.rotation;var l=x.getBoundingClientRect();A=i-l.left,E=a-l.top,r._fullLayout._calcInverseTransform(r);var c=o.apply3DTransform(t._invTransform)(A,E);A=c[0],E=c[1],z=_(A,E),b.moveFn=F,b.doneFn=N,w(r)},e.vangles&&!o.isFullCircle(e.sectorInRad)&&(b.prepFn=o.noop,T(n.select(x),null)),v.init(b)},O.isPtInside=function(t){var e=this.sectorInRad,r=this.vangles,n=this.angularAxis.c2g(t.theta),i=this.radialAxis,a=i.c2l(t.r),s=i._rl;return(r?E.isPtInsidePolygon:o.isPtInsideSector)(a,n,s,e,r)},O.pathArc=function(t){var e=this.sectorInRad,r=this.vangles;return(r?E.pathPolygon:o.pathArc)(t,e[0],e[1],r)},O.pathSector=function(t){var e=this.sectorInRad,r=this.vangles;return(r?E.pathPolygon:o.pathSector)(t,e[0],e[1],r)},O.pathAnnulus=function(t,e){var r=this.sectorInRad,n=this.vangles;return(n?E.pathPolygonAnnulus:o.pathAnnulus)(t,e,r[0],r[1],n)},O.pathSubplot=function(){var t=this.innerRadius,e=this.radius;return t?this.pathAnnulus(t,e):this.pathSector(e)},O.fillViewInitialKey=function(t,e){t in this.viewInitial||(this.viewInitial[t]=e)}},{\"../../components/color\":643,\"../../components/dragelement\":662,\"../../components/drawing\":665,\"../../components/fx\":683,\"../../components/titles\":738,\"../../constants/alignment\":745,\"../../lib\":778,\"../../lib/clear_gl_canvases\":762,\"../../lib/setcursor\":799,\"../../plot_api/subroutines\":818,\"../../plots/cartesian/axes\":828,\"../../registry\":911,\"../cartesian/autorange\":827,\"../cartesian/dragbox\":836,\"../cartesian/select\":847,\"../cartesian/set_convert\":848,\"../plots\":891,\"./constants\":892,\"./helpers\":893,\"./set_convert\":904,d3:169,tinycolor2:576}],904:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../cartesian/set_convert\"),a=n.deg2rad,o=n.rad2deg;e.exports=function(t,e,r){switch(i(t,r),t._id){case\"x\":case\"radialaxis\":!function(t,e){var r=e._subplot;t.setGeometry=function(){var e=t._rl[0],n=t._rl[1],i=r.innerRadius,a=(r.radius-i)/(n-e),o=i/a,s=e>n?function(t){return t<=0}:function(t){return t>=0};t.c2g=function(r){var n=t.c2l(r)-e;return(s(n)?n:0)+o},t.g2c=function(r){return t.l2c(r+e-o)},t.g2p=function(t){return t*a},t.c2p=function(e){return t.g2p(t.c2g(e))}}}(t,e);break;case\"angularaxis\":!function(t,e){var r=t.type;if(\"linear\"===r){var i=t.d2c,s=t.c2d;t.d2c=function(t,e){return function(t,e){return\"degrees\"===e?a(t):t}(i(t),e)},t.c2d=function(t,e){return s(function(t,e){return\"degrees\"===e?o(t):t}(t,e))}}t.makeCalcdata=function(e,i){var a,o,s=e[i],l=e._length,c=function(r){return t.d2c(r,e.thetaunit)};if(s){if(n.isTypedArray(s)&&\"linear\"===r){if(l===s.length)return s;if(s.subarray)return s.subarray(0,l)}for(a=new Array(l),o=0;o<l;o++)a[o]=c(s[o])}else{var u=i+\"0\",f=\"d\"+i,h=u in e?c(e[u]):0,p=e[f]?c(e[f]):(t.period||2*Math.PI)/l;for(a=new Array(l),o=0;o<l;o++)a[o]=h+o*p}return a},t.setGeometry=function(){var i,s,l,c,u=e.sector,f=u.map(a),h={clockwise:-1,counterclockwise:1}[t.direction],p=a(t.rotation),d=function(t){return h*t+p},g=function(t){return(t-p)/h};switch(r){case\"linear\":s=i=n.identity,c=a,l=o,t.range=n.isFullCircle(f)?[u[0],u[0]+360]:f.map(g).map(o);break;case\"category\":var m=t._categories.length,v=t.period?Math.max(t.period,m):m;0===v&&(v=1),s=c=function(t){return 2*t*Math.PI/v},i=l=function(t){return t*v/Math.PI/2},t.range=[0,v]}t.c2g=function(t){return d(s(t))},t.g2c=function(t){return i(g(t))},t.t2g=function(t){return d(c(t))},t.g2t=function(t){return l(g(t))}}}(t,e)}}},{\"../../lib\":778,\"../cartesian/set_convert\":848}],905:[function(t,e,r){\"use strict\";var n=t(\"../lib\"),i=t(\"../plot_api/plot_template\"),a=t(\"./domain\").defaults;e.exports=function(t,e,r,o){var s,l,c=o.type,u=o.attributes,f=o.handleDefaults,h=o.partition||\"x\",p=e._subplots[c],d=p.length,g=d&&p[0].replace(/\\d+$/,\"\");function m(t,e){return n.coerce(s,l,u,t,e)}for(var v=0;v<d;v++){var y=p[v];s=t[y]?t[y]:t[y]={},l=i.newContainer(e,y,g),m(\"uirevision\",e.uirevision);var x={};x[h]=[v/d,(v+1)/d],a(l,e,m,x),o.id=y,f(s,l,m,o)}}},{\"../lib\":778,\"../plot_api/plot_template\":817,\"./domain\":855}],906:[function(t,e,r){\"use strict\";['Variables are inserted using %{variable}, for example \"y: %{y}\".','Numbers are formatted using d3-format\\'s syntax %{variable:d3-format}, for example \"Price: %{y:$.2f}\".',t(\"../constants/docs\").FORMAT_LINK,\"for details on the formatting syntax.\",'Dates are formatted using d3-time-format\\'s syntax %{variable|d3-time-format}, for example \"Day: %{2019-01-01|%A}\".',t(\"../constants/docs\").DATE_FORMAT_LINK,\"for details on the date formatting syntax.\"].join(\" \");function n(t){var e=t.description?\" \"+t.description:\"\",r=t.keys||[];if(r.length>0){for(var n=[],i=0;i<r.length;i++)n[i]=\"`\"+r[i]+\"`\";e+=\"Finally, the template string has access to \",e=1===r.length?\"variable \"+n[0]:\"variables \"+n.slice(0,-1).join(\", \")+\" and \"+n.slice(-1)+\".\"}return e}r.hovertemplateAttrs=function(t,e){t=t||{};n(e=e||{});var r={valType:\"string\",dflt:\"\",editType:t.editType||\"none\"};return!1!==t.arrayOk&&(r.arrayOk=!0),r},r.texttemplateAttrs=function(t,e){t=t||{};n(e=e||{});var r={valType:\"string\",dflt:\"\",editType:t.editType||\"calc\"};return!1!==t.arrayOk&&(r.arrayOk=!0),r}},{\"../constants/docs\":748}],907:[function(t,e,r){\"use strict\";var n=t(\"./ternary\"),i=t(\"../../plots/get_data\").getSubplotCalcData,a=t(\"../../lib\").counterRegex;r.name=\"ternary\";var o=r.attr=\"subplot\";r.idRoot=\"ternary\",r.idRegex=r.attrRegex=a(\"ternary\"),(r.attributes={})[o]={valType:\"subplotid\",dflt:\"ternary\",editType:\"calc\"},r.layoutAttributes=t(\"./layout_attributes\"),r.supplyLayoutDefaults=t(\"./layout_defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t.calcdata,a=e._subplots.ternary,o=0;o<a.length;o++){var s=a[o],l=i(r,\"ternary\",s),c=e[s]._subplot;c||(c=new n({id:s,graphDiv:t,container:e._ternarylayer.node()},e),e[s]._subplot=c),c.plot(l,e,t._promises)}},r.clean=function(t,e,r,n){for(var i=n._subplots.ternary||[],a=0;a<i.length;a++){var o=i[a],s=n[o]._subplot;!e[o]&&s&&(s.plotContainer.remove(),s.clipDef.remove(),s.clipDefRelative.remove(),s.layers[\"a-title\"].remove(),s.layers[\"b-title\"].remove(),s.layers[\"c-title\"].remove())}}},{\"../../lib\":778,\"../../plots/get_data\":865,\"./layout_attributes\":908,\"./layout_defaults\":909,\"./ternary\":910}],908:[function(t,e,r){\"use strict\";var n=t(\"../../components/color/attributes\"),i=t(\"../domain\").attributes,a=t(\"../cartesian/layout_attributes\"),o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../lib/extend\").extendFlat,l={title:{text:a.title.text,font:a.title.font},color:a.color,tickmode:a.tickmode,nticks:s({},a.nticks,{dflt:6,min:1}),tick0:a.tick0,dtick:a.dtick,tickvals:a.tickvals,ticktext:a.ticktext,ticks:a.ticks,ticklen:a.ticklen,tickwidth:a.tickwidth,tickcolor:a.tickcolor,showticklabels:a.showticklabels,showtickprefix:a.showtickprefix,tickprefix:a.tickprefix,showticksuffix:a.showticksuffix,ticksuffix:a.ticksuffix,showexponent:a.showexponent,exponentformat:a.exponentformat,minexponent:a.minexponent,separatethousands:a.separatethousands,tickfont:a.tickfont,tickangle:a.tickangle,tickformat:a.tickformat,tickformatstops:a.tickformatstops,hoverformat:a.hoverformat,showline:s({},a.showline,{dflt:!0}),linecolor:a.linecolor,linewidth:a.linewidth,showgrid:s({},a.showgrid,{dflt:!0}),gridcolor:a.gridcolor,gridwidth:a.gridwidth,layer:a.layer,min:{valType:\"number\",dflt:0,min:0},_deprecated:{title:a._deprecated.title,titlefont:a._deprecated.titlefont}},c=e.exports=o({domain:i({name:\"ternary\"}),bgcolor:{valType:\"color\",dflt:n.background},sum:{valType:\"number\",dflt:1,min:0},aaxis:l,baxis:l,caxis:l},\"plot\",\"from-root\");c.uirevision={valType:\"any\",editType:\"none\"},c.aaxis.uirevision=c.baxis.uirevision=c.caxis.uirevision={valType:\"any\",editType:\"none\"}},{\"../../components/color/attributes\":642,\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../cartesian/layout_attributes\":842,\"../domain\":855}],909:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"../../plot_api/plot_template\"),a=t(\"../../lib\"),o=t(\"../subplot_defaults\"),s=t(\"../cartesian/tick_label_defaults\"),l=t(\"../cartesian/tick_mark_defaults\"),c=t(\"../cartesian/tick_value_defaults\"),u=t(\"../cartesian/line_grid_defaults\"),f=t(\"./layout_attributes\"),h=[\"aaxis\",\"baxis\",\"caxis\"];function p(t,e,r,a){var o,s,l,c=r(\"bgcolor\"),u=r(\"sum\");a.bgColor=n.combine(c,a.paper_bgcolor);for(var f=0;f<h.length;f++)s=t[o=h[f]]||{},(l=i.newContainer(e,o))._name=o,d(s,l,a,e);var p=e.aaxis,g=e.baxis,m=e.caxis;p.min+g.min+m.min>=u&&(p.min=0,g.min=0,m.min=0,t.aaxis&&delete t.aaxis.min,t.baxis&&delete t.baxis.min,t.caxis&&delete t.caxis.min)}function d(t,e,r,n){var i=f[e._name];function o(r,n){return a.coerce(t,e,i,r,n)}o(\"uirevision\",n.uirevision),e.type=\"linear\";var h=o(\"color\"),p=h!==i.color.dflt?h:r.font.color,d=e._name.charAt(0).toUpperCase(),g=\"Component \"+d,m=o(\"title.text\",g);e._hovertitle=m===g?m:d,a.coerceFont(o,\"title.font\",{family:r.font.family,size:Math.round(1.2*r.font.size),color:p}),o(\"min\"),c(t,e,o,\"linear\"),s(t,e,o,\"linear\",{}),l(t,e,o,{outerTicks:!0}),o(\"showticklabels\")&&(a.coerceFont(o,\"tickfont\",{family:r.font.family,size:r.font.size,color:p}),o(\"tickangle\"),o(\"tickformat\")),u(t,e,o,{dfltColor:h,bgColor:r.bgColor,blend:60,showLine:!0,showGrid:!0,noZeroLine:!0,attributes:i}),o(\"hoverformat\"),o(\"layer\")}e.exports=function(t,e,r){o(t,e,r,{type:\"ternary\",attributes:f,handleDefaults:p,font:e.font,paper_bgcolor:e.paper_bgcolor})}},{\"../../components/color\":643,\"../../lib\":778,\"../../plot_api/plot_template\":817,\"../cartesian/line_grid_defaults\":844,\"../cartesian/tick_label_defaults\":849,\"../cartesian/tick_mark_defaults\":850,\"../cartesian/tick_value_defaults\":851,\"../subplot_defaults\":905,\"./layout_attributes\":908}],910:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"tinycolor2\"),a=t(\"../../registry\"),o=t(\"../../lib\"),s=o.strTranslate,l=o._,c=t(\"../../components/color\"),u=t(\"../../components/drawing\"),f=t(\"../cartesian/set_convert\"),h=t(\"../../lib/extend\").extendFlat,p=t(\"../plots\"),d=t(\"../cartesian/axes\"),g=t(\"../../components/dragelement\"),m=t(\"../../components/fx\"),v=t(\"../../components/dragelement/helpers\"),y=v.freeMode,x=v.rectMode,b=t(\"../../components/titles\"),_=t(\"../cartesian/select\").prepSelect,w=t(\"../cartesian/select\").selectOnClick,T=t(\"../cartesian/select\").clearSelect,k=t(\"../cartesian/select\").clearSelectionsCache,M=t(\"../cartesian/constants\");function A(t,e){this.id=t.id,this.graphDiv=t.graphDiv,this.init(e),this.makeFramework(e),this.aTickLayout=null,this.bTickLayout=null,this.cTickLayout=null}e.exports=A;var S=A.prototype;S.init=function(t){this.container=t._ternarylayer,this.defs=t._defs,this.layoutId=t._uid,this.traceHash={},this.layers={}},S.plot=function(t,e){var r=e[this.id],n=e._size;this._hasClipOnAxisFalse=!1;for(var i=0;i<t.length;i++){if(!1===t[i][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(r),this.adjustLayout(r,n),p.generalUpdatePerTraceModule(this.graphDiv,this,t,r),this.layers.plotbg.select(\"path\").call(c.fill,r.bgcolor)},S.makeFramework=function(t){var e=this.graphDiv,r=t[this.id],n=this.clipId=\"clip\"+this.layoutId+this.id,i=this.clipIdRelative=\"clip-relative\"+this.layoutId+this.id;this.clipDef=o.ensureSingleById(t._clips,\"clipPath\",n,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.clipDefRelative=o.ensureSingleById(t._clips,\"clipPath\",i,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.plotContainer=o.ensureSingle(this.container,\"g\",this.id),this.updateLayers(r),u.setClipUrl(this.layers.backplot,n,e),u.setClipUrl(this.layers.grids,n,e)},S.updateLayers=function(t){var e=this.layers,r=[\"draglayer\",\"plotbg\",\"backplot\",\"grids\"];\"below traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"below traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"below traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\"),r.push(\"frontplot\"),\"above traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"above traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"above traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\");var i=this.plotContainer.selectAll(\"g.toplevel\").data(r,String),a=[\"agrid\",\"bgrid\",\"cgrid\"];i.enter().append(\"g\").attr(\"class\",(function(t){return\"toplevel \"+t})).each((function(t){var r=n.select(this);e[t]=r,\"frontplot\"===t?r.append(\"g\").classed(\"scatterlayer\",!0):\"backplot\"===t?r.append(\"g\").classed(\"maplayer\",!0):\"plotbg\"===t?r.append(\"path\").attr(\"d\",\"M0,0Z\"):\"aline\"===t||\"bline\"===t||\"cline\"===t?r.append(\"path\"):\"grids\"===t&&a.forEach((function(t){e[t]=r.append(\"g\").classed(\"grid \"+t,!0)}))})),i.order()};var E=Math.sqrt(4/3);S.adjustLayout=function(t,e){var r,n,i,a,o,l,p=this,d=t.domain,g=(d.x[0]+d.x[1])/2,m=(d.y[0]+d.y[1])/2,v=d.x[1]-d.x[0],y=d.y[1]-d.y[0],x=v*e.w,b=y*e.h,_=t.sum,w=t.aaxis.min,T=t.baxis.min,k=t.caxis.min;x>E*b?i=(a=b)*E:a=(i=x)/E,o=v*i/x,l=y*a/b,r=e.l+e.w*g-i/2,n=e.t+e.h*(1-m)-a/2,p.x0=r,p.y0=n,p.w=i,p.h=a,p.sum=_,p.xaxis={type:\"linear\",range:[w+2*k-_,_-w-2*T],domain:[g-o/2,g+o/2],_id:\"x\"},f(p.xaxis,p.graphDiv._fullLayout),p.xaxis.setScale(),p.xaxis.isPtWithinRange=function(t){return t.a>=p.aaxis.range[0]&&t.a<=p.aaxis.range[1]&&t.b>=p.baxis.range[1]&&t.b<=p.baxis.range[0]&&t.c>=p.caxis.range[1]&&t.c<=p.caxis.range[0]},p.yaxis={type:\"linear\",range:[w,_-T-k],domain:[m-l/2,m+l/2],_id:\"y\"},f(p.yaxis,p.graphDiv._fullLayout),p.yaxis.setScale(),p.yaxis.isPtWithinRange=function(){return!0};var M=p.yaxis.domain[0],A=p.aaxis=h({},t.aaxis,{range:[w,_-T-k],side:\"left\",tickangle:(+t.aaxis.tickangle||0)-30,domain:[M,M+l*E],anchor:\"free\",position:0,_id:\"y\",_length:i});f(A,p.graphDiv._fullLayout),A.setScale();var S=p.baxis=h({},t.baxis,{range:[_-w-k,T],side:\"bottom\",domain:p.xaxis.domain,anchor:\"free\",position:0,_id:\"x\",_length:i});f(S,p.graphDiv._fullLayout),S.setScale();var C=p.caxis=h({},t.caxis,{range:[_-w-T,k],side:\"right\",tickangle:(+t.caxis.tickangle||0)+30,domain:[M,M+l*E],anchor:\"free\",position:0,_id:\"y\",_length:i});f(C,p.graphDiv._fullLayout),C.setScale();var L=\"M\"+r+\",\"+(n+a)+\"h\"+i+\"l-\"+i/2+\",-\"+a+\"Z\";p.clipDef.select(\"path\").attr(\"d\",L),p.layers.plotbg.select(\"path\").attr(\"d\",L);var I=\"M0,\"+a+\"h\"+i+\"l-\"+i/2+\",-\"+a+\"Z\";p.clipDefRelative.select(\"path\").attr(\"d\",I);var P=s(r,n);p.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",P),p.clipDefRelative.select(\"path\").attr(\"transform\",null);var z=s(r-S._offset,n+a);p.layers.baxis.attr(\"transform\",z),p.layers.bgrid.attr(\"transform\",z);var O=s(r+i/2,n)+\"rotate(30)\"+s(0,-A._offset);p.layers.aaxis.attr(\"transform\",O),p.layers.agrid.attr(\"transform\",O);var D=s(r+i/2,n)+\"rotate(-30)\"+s(0,-C._offset);p.layers.caxis.attr(\"transform\",D),p.layers.cgrid.attr(\"transform\",D),p.drawAxes(!0),p.layers.aline.select(\"path\").attr(\"d\",A.showline?\"M\"+r+\",\"+(n+a)+\"l\"+i/2+\",-\"+a:\"M0,0\").call(c.stroke,A.linecolor||\"#000\").style(\"stroke-width\",(A.linewidth||0)+\"px\"),p.layers.bline.select(\"path\").attr(\"d\",S.showline?\"M\"+r+\",\"+(n+a)+\"h\"+i:\"M0,0\").call(c.stroke,S.linecolor||\"#000\").style(\"stroke-width\",(S.linewidth||0)+\"px\"),p.layers.cline.select(\"path\").attr(\"d\",C.showline?\"M\"+(r+i/2)+\",\"+n+\"l\"+i/2+\",\"+a:\"M0,0\").call(c.stroke,C.linecolor||\"#000\").style(\"stroke-width\",(C.linewidth||0)+\"px\"),p.graphDiv._context.staticPlot||p.initInteractions(),u.setClipUrl(p.layers.frontplot,p._hasClipOnAxisFalse?null:p.clipId,p.graphDiv)},S.drawAxes=function(t){var e=this.graphDiv,r=this.id.substr(7)+\"title\",n=this.layers,i=this.aaxis,a=this.baxis,o=this.caxis;if(this.drawAx(i),this.drawAx(a),this.drawAx(o),t){var s=Math.max(i.showticklabels?i.tickfont.size/2:0,(o.showticklabels?.75*o.tickfont.size:0)+(\"outside\"===o.ticks?.87*o.ticklen:0)),c=(a.showticklabels?a.tickfont.size:0)+(\"outside\"===a.ticks?a.ticklen:0)+3;n[\"a-title\"]=b.draw(e,\"a\"+r,{propContainer:i,propName:this.id+\".aaxis.title\",placeholder:l(e,\"Click to enter Component A title\"),attributes:{x:this.x0+this.w/2,y:this.y0-i.title.font.size/3-s,\"text-anchor\":\"middle\"}}),n[\"b-title\"]=b.draw(e,\"b\"+r,{propContainer:a,propName:this.id+\".baxis.title\",placeholder:l(e,\"Click to enter Component B title\"),attributes:{x:this.x0-c,y:this.y0+this.h+.83*a.title.font.size+c,\"text-anchor\":\"middle\"}}),n[\"c-title\"]=b.draw(e,\"c\"+r,{propContainer:o,propName:this.id+\".caxis.title\",placeholder:l(e,\"Click to enter Component C title\"),attributes:{x:this.x0+this.w+c,y:this.y0+this.h+.83*o.title.font.size+c,\"text-anchor\":\"middle\"}})}},S.drawAx=function(t){var e,r=this.graphDiv,n=t._name,i=n.charAt(0),a=t._id,s=this.layers[n],l=i+\"tickLayout\",c=(e=t).ticks+String(e.ticklen)+String(e.showticklabels);this[l]!==c&&(s.selectAll(\".\"+a+\"tick\").remove(),this[l]=c),t.setScale();var u=d.calcTicks(t),f=d.clipEnds(t,u),h=d.makeTransTickFn(t),p=d.getTickSigns(t)[2],g=o.deg2rad(30),m=p*(t.linewidth||1)/2,v=p*t.ticklen,y=this.w,x=this.h,b=\"b\"===i?\"M0,\"+m+\"l\"+Math.sin(g)*v+\",\"+Math.cos(g)*v:\"M\"+m+\",0l\"+Math.cos(g)*v+\",\"+-Math.sin(g)*v,_={a:\"M0,0l\"+x+\",-\"+y/2,b:\"M0,0l-\"+y/2+\",-\"+x,c:\"M0,0l-\"+x+\",\"+y/2}[i];d.drawTicks(r,t,{vals:\"inside\"===t.ticks?f:u,layer:s,path:b,transFn:h,crisp:!1}),d.drawGrid(r,t,{vals:f,layer:this.layers[i+\"grid\"],path:_,transFn:h,crisp:!1}),d.drawLabels(r,t,{vals:u,layer:s,transFn:h,labelFns:d.makeLabelFns(t,0,30)})};var C=M.MINZOOM/2+.87,L=\"m-0.87,.5h\"+C+\"v3h-\"+(C+5.2)+\"l\"+(C/2+2.6)+\",-\"+(.87*C+4.5)+\"l2.6,1.5l-\"+C/2+\",\"+.87*C+\"Z\",I=\"m0.87,.5h-\"+C+\"v3h\"+(C+5.2)+\"l-\"+(C/2+2.6)+\",-\"+(.87*C+4.5)+\"l-2.6,1.5l\"+C/2+\",\"+.87*C+\"Z\",P=\"m0,1l\"+C/2+\",\"+.87*C+\"l2.6,-1.5l-\"+(C/2+2.6)+\",-\"+(.87*C+4.5)+\"l-\"+(C/2+2.6)+\",\"+(.87*C+4.5)+\"l2.6,1.5l\"+C/2+\",-\"+.87*C+\"Z\",z=!0;function O(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}S.clearSelect=function(){k(this.dragOptions),T(this.dragOptions.gd)},S.initInteractions=function(){var t,e,r,n,f,h,p,d,v,b,T,k,A=this,S=A.layers.plotbg.select(\"path\").node(),C=A.graphDiv,D=C._fullLayout._zoomlayer;function R(t){var e={};return e[A.id+\".aaxis.min\"]=t.a,e[A.id+\".baxis.min\"]=t.b,e[A.id+\".caxis.min\"]=t.c,e}function F(t,e){var r=C._fullLayout.clickmode;O(C),2===t&&(C.emit(\"plotly_doubleclick\",null),a.call(\"_guiRelayout\",C,R({a:0,b:0,c:0}))),r.indexOf(\"select\")>-1&&1===t&&w(e,C,[A.xaxis],[A.yaxis],A.id,A.dragOptions),r.indexOf(\"event\")>-1&&m.click(C,e,A.id)}function B(t,e){return 1-e/A.h}function N(t,e){return 1-(t+(A.h-e)/Math.sqrt(3))/A.w}function j(t,e){return(t-(A.h-e)/Math.sqrt(3))/A.w}function U(i,a){var o=r+i*t,s=n+a*e,l=Math.max(0,Math.min(1,B(0,n),B(0,s))),c=Math.max(0,Math.min(1,N(r,n),N(o,s))),u=Math.max(0,Math.min(1,j(r,n),j(o,s))),g=(l/2+u)*A.w,m=(1-l/2-c)*A.w,y=(g+m)/2,x=m-g,_=(1-l)*A.h,w=_-x/E;x<M.MINZOOM?(p=f,T.attr(\"d\",v),k.attr(\"d\",\"M0,0Z\")):(p={a:f.a+l*h,b:f.b+c*h,c:f.c+u*h},T.attr(\"d\",v+\"M\"+g+\",\"+_+\"H\"+m+\"L\"+y+\",\"+w+\"L\"+g+\",\"+_+\"Z\"),k.attr(\"d\",\"M\"+r+\",\"+n+\"m0.5,0.5h5v-2h-5v-5h-2v5h-5v2h5v5h2ZM\"+g+\",\"+_+L+\"M\"+m+\",\"+_+I+\"M\"+y+\",\"+w+P)),b||(T.transition().style(\"fill\",d>.2?\"rgba(0,0,0,0.4)\":\"rgba(255,255,255,0.3)\").duration(200),k.transition().style(\"opacity\",1).duration(200),b=!0),C.emit(\"plotly_relayouting\",R(p))}function V(){O(C),p!==f&&(a.call(\"_guiRelayout\",C,R(p)),z&&C.data&&C._context.showTips&&(o.notifier(l(C,\"Double-click to zoom back out\"),\"long\"),z=!1))}function q(t,e){var r=t/A.xaxis._m,n=e/A.yaxis._m,i=[(p={a:f.a-n,b:f.b+(r+n)/2,c:f.c-(r-n)/2}).a,p.b,p.c].sort(o.sorterAsc),a=i.indexOf(p.a),l=i.indexOf(p.b),c=i.indexOf(p.c);i[0]<0&&(i[1]+i[0]/2<0?(i[2]+=i[0]+i[1],i[0]=i[1]=0):(i[2]+=i[0]/2,i[1]+=i[0]/2,i[0]=0),p={a:i[a],b:i[l],c:i[c]},e=(f.a-p.a)*A.yaxis._m,t=(f.c-p.c-f.b+p.b)*A.xaxis._m);var h=s(A.x0+t,A.y0+e);A.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",h);var d=s(-t,-e);A.clipDefRelative.select(\"path\").attr(\"transform\",d),A.aaxis.range=[p.a,A.sum-p.b-p.c],A.baxis.range=[A.sum-p.a-p.c,p.b],A.caxis.range=[A.sum-p.a-p.b,p.c],A.drawAxes(!1),A._hasClipOnAxisFalse&&A.plotContainer.select(\".scatterlayer\").selectAll(\".trace\").call(u.hideOutsideRangePoints,A),C.emit(\"plotly_relayouting\",R(p))}function H(){a.call(\"_guiRelayout\",C,R(p))}this.dragOptions={element:S,gd:C,plotinfo:{id:A.id,domain:C._fullLayout[A.id].domain,xaxis:A.xaxis,yaxis:A.yaxis},subplot:A.id,prepFn:function(a,l,u){A.dragOptions.xaxes=[A.xaxis],A.dragOptions.yaxes=[A.yaxis],t=C._fullLayout._invScaleX,e=C._fullLayout._invScaleY;var g=A.dragOptions.dragmode=C._fullLayout.dragmode;y(g)?A.dragOptions.minDrag=1:A.dragOptions.minDrag=void 0,\"zoom\"===g?(A.dragOptions.moveFn=U,A.dragOptions.clickFn=F,A.dragOptions.doneFn=V,function(t,e,a){var l=S.getBoundingClientRect();r=e-l.left,n=a-l.top,C._fullLayout._calcInverseTransform(C);var u=C._fullLayout._invTransform,g=o.apply3DTransform(u)(r,n);r=g[0],n=g[1],f={a:A.aaxis.range[0],b:A.baxis.range[1],c:A.caxis.range[1]},p=f,h=A.aaxis.range[1]-f.a,d=i(A.graphDiv._fullLayout[A.id].bgcolor).getLuminance(),v=\"M0,\"+A.h+\"L\"+A.w/2+\", 0L\"+A.w+\",\"+A.h+\"Z\",b=!1,T=D.append(\"path\").attr(\"class\",\"zoombox\").attr(\"transform\",s(A.x0,A.y0)).style({fill:d>.2?\"rgba(0,0,0,0)\":\"rgba(255,255,255,0)\",\"stroke-width\":0}).attr(\"d\",v),k=D.append(\"path\").attr(\"class\",\"zoombox-corners\").attr(\"transform\",s(A.x0,A.y0)).style({fill:c.background,stroke:c.defaultLine,\"stroke-width\":1,opacity:0}).attr(\"d\",\"M0,0Z\"),A.clearSelect(C)}(0,l,u)):\"pan\"===g?(A.dragOptions.moveFn=q,A.dragOptions.clickFn=F,A.dragOptions.doneFn=H,f={a:A.aaxis.range[0],b:A.baxis.range[1],c:A.caxis.range[1]},p=f,A.clearSelect(C)):(x(g)||y(g))&&_(a,l,u,A.dragOptions,g)}},S.onmousemove=function(t){m.hover(C,t,A.id),C._fullLayout._lasthover=S,C._fullLayout._hoversubplot=A.id},S.onmouseout=function(t){C._dragging||g.unhover(C,t)},g.init(this.dragOptions)}},{\"../../components/color\":643,\"../../components/dragelement\":662,\"../../components/dragelement/helpers\":661,\"../../components/drawing\":665,\"../../components/fx\":683,\"../../components/titles\":738,\"../../lib\":778,\"../../lib/extend\":768,\"../../registry\":911,\"../cartesian/axes\":828,\"../cartesian/constants\":834,\"../cartesian/select\":847,\"../cartesian/set_convert\":848,\"../plots\":891,d3:169,tinycolor2:576}],911:[function(t,e,r){\"use strict\";var n=t(\"./lib/loggers\"),i=t(\"./lib/noop\"),a=t(\"./lib/push_unique\"),o=t(\"./lib/is_plain_object\"),s=t(\"./lib/dom\").addStyleRule,l=t(\"./lib/extend\"),c=t(\"./plots/attributes\"),u=t(\"./plots/layout_attributes\"),f=l.extendFlat,h=l.extendDeepAll;function p(t){var e=t.name,i=t.categories,a=t.meta;if(r.modules[e])n.log(\"Type \"+e+\" already registered\");else{r.subplotsRegistry[t.basePlotModule.name]||function(t){var e=t.name;if(r.subplotsRegistry[e])return void n.log(\"Plot type \"+e+\" already registered.\");for(var i in v(t),r.subplotsRegistry[e]=t,r.componentsRegistry)b(i,t.name)}(t.basePlotModule);for(var o={},l=0;l<i.length;l++)o[i[l]]=!0,r.allCategories[i[l]]=!0;for(var c in r.modules[e]={_module:t,categories:o},a&&Object.keys(a).length&&(r.modules[e].meta=a),r.allTypes.push(e),r.componentsRegistry)y(c,e);t.layoutAttributes&&f(r.traceLayoutAttributes,t.layoutAttributes);var u=t.basePlotModule,h=u.name;if(\"mapbox\"===h){var p=u.constants.styleRules;for(var d in p)s(\".js-plotly-plot .plotly .mapboxgl-\"+d,p[d])}\"geo\"!==h&&\"mapbox\"!==h||void 0===typeof window||void 0!==window.PlotlyGeoAssets||(window.PlotlyGeoAssets={topojson:{}})}}function d(t){if(\"string\"!=typeof t.name)throw new Error(\"Component module *name* must be a string.\");var e=t.name;for(var n in r.componentsRegistry[e]=t,t.layoutAttributes&&(t.layoutAttributes._isLinkedToArray&&a(r.layoutArrayContainers,e),v(t)),r.modules)y(e,n);for(var i in r.subplotsRegistry)b(e,i);for(var o in r.transformsRegistry)x(e,o);t.schema&&t.schema.layout&&h(u,t.schema.layout)}function g(t){if(\"string\"!=typeof t.name)throw new Error(\"Transform module *name* must be a string.\");var e=\"Transform module \"+t.name,i=\"function\"==typeof t.transform,a=\"function\"==typeof t.calcTransform;if(!i&&!a)throw new Error(e+\" is missing a *transform* or *calcTransform* method.\");for(var s in i&&a&&n.log([e+\" has both a *transform* and *calcTransform* methods.\",\"Please note that all *transform* methods are executed\",\"before all *calcTransform* methods.\"].join(\" \")),o(t.attributes)||n.log(e+\" registered without an *attributes* object.\"),\"function\"!=typeof t.supplyDefaults&&n.log(e+\" registered without a *supplyDefaults* method.\"),r.transformsRegistry[t.name]=t,r.componentsRegistry)x(s,t.name)}function m(t){var e=t.name,n=e.split(\"-\")[0],i=t.dictionary,a=t.format,o=i&&Object.keys(i).length,s=a&&Object.keys(a).length,l=r.localeRegistry,c=l[e];if(c||(l[e]=c={}),n!==e){var u=l[n];u||(l[n]=u={}),o&&u.dictionary===c.dictionary&&(u.dictionary=i),s&&u.format===c.format&&(u.format=a)}o&&(c.dictionary=i),s&&(c.format=a)}function v(t){if(t.layoutAttributes){var e=t.layoutAttributes._arrayAttrRegexps;if(e)for(var n=0;n<e.length;n++)a(r.layoutArrayRegexes,e[n])}}function y(t,e){var n=r.componentsRegistry[t].schema;if(n&&n.traces){var i=n.traces[e];i&&h(r.modules[e]._module.attributes,i)}}function x(t,e){var n=r.componentsRegistry[t].schema;if(n&&n.transforms){var i=n.transforms[e];i&&h(r.transformsRegistry[e].attributes,i)}}function b(t,e){var n=r.componentsRegistry[t].schema;if(n&&n.subplots){var i=r.subplotsRegistry[e],a=i.layoutAttributes,o=\"subplot\"===i.attr?i.name:i.attr;Array.isArray(o)&&(o=o[0]);var s=n.subplots[o];a&&s&&h(a,s)}}function _(t){return\"object\"==typeof t&&(t=t.type),t}r.modules={},r.allCategories={},r.allTypes=[],r.subplotsRegistry={},r.transformsRegistry={},r.componentsRegistry={},r.layoutArrayContainers=[],r.layoutArrayRegexes=[],r.traceLayoutAttributes={},r.localeRegistry={},r.apiMethodRegistry={},r.collectableSubplotTypes=null,r.register=function(t){if(r.collectableSubplotTypes=null,!t)throw new Error(\"No argument passed to Plotly.register.\");t&&!Array.isArray(t)&&(t=[t]);for(var e=0;e<t.length;e++){var n=t[e];if(!n)throw new Error(\"Invalid module was attempted to be registered!\");switch(n.moduleType){case\"trace\":p(n);break;case\"transform\":g(n);break;case\"component\":d(n);break;case\"locale\":m(n);break;case\"apiMethod\":var i=n.name;r.apiMethodRegistry[i]=n.fn;break;default:throw new Error(\"Invalid module was attempted to be registered!\")}}},r.getModule=function(t){var e=r.modules[_(t)];return!!e&&e._module},r.traceIs=function(t,e){if(\"various\"===(t=_(t)))return!1;var i=r.modules[t];return i||(t&&\"area\"!==t&&n.log(\"Unrecognized trace type \"+t+\".\"),i=r.modules[c.type.dflt]),!!i.categories[e]},r.getTransformIndices=function(t,e){for(var r=[],n=t.transforms||[],i=0;i<n.length;i++)n[i].type===e&&r.push(i);return r},r.hasTransform=function(t,e){for(var r=t.transforms||[],n=0;n<r.length;n++)if(r[n].type===e)return!0;return!1},r.getComponentMethod=function(t,e){var n=r.componentsRegistry[t];return n&&n[e]||i},r.call=function(){var t=arguments[0],e=[].slice.call(arguments,1);return r.apiMethodRegistry[t].apply(null,e)}},{\"./lib/dom\":766,\"./lib/extend\":768,\"./lib/is_plain_object\":779,\"./lib/loggers\":782,\"./lib/noop\":787,\"./lib/push_unique\":793,\"./plots/attributes\":824,\"./plots/layout_attributes\":882}],912:[function(t,e,r){\"use strict\";var n=t(\"../registry\"),i=t(\"../lib\"),a=i.extendFlat,o=i.extendDeep;function s(t){var e;switch(t){case\"themes__thumb\":e={autosize:!0,width:150,height:150,title:{text:\"\"},showlegend:!1,margin:{l:5,r:5,t:5,b:5,pad:0},annotations:[]};break;case\"thumbnail\":e={title:{text:\"\"},hidesources:!0,showlegend:!1,borderwidth:0,bordercolor:\"\",margin:{l:1,r:1,t:1,b:1,pad:0},annotations:[]};break;default:e={}}return e}e.exports=function(t,e){var r;t.framework&&t.framework.isPolar&&(t=t.framework.getConfig());var i,l=t.data,c=t.layout,u=o([],l),f=o({},c,s(e.tileClass)),h=t._context||{};if(e.width&&(f.width=e.width),e.height&&(f.height=e.height),\"thumbnail\"===e.tileClass||\"themes__thumb\"===e.tileClass){f.annotations=[];var p=Object.keys(f);for(r=0;r<p.length;r++)i=p[r],[\"xaxis\",\"yaxis\",\"zaxis\"].indexOf(i.slice(0,5))>-1&&(f[p[r]].title={text:\"\"});for(r=0;r<u.length;r++){var d=u[r];d.showscale=!1,d.marker&&(d.marker.showscale=!1),n.traceIs(d,\"pie-like\")&&(d.textposition=\"none\")}}if(Array.isArray(e.annotations))for(r=0;r<e.annotations.length;r++)f.annotations.push(e.annotations[r]);var g=Object.keys(f).filter((function(t){return t.match(/^scene\\d*$/)}));if(g.length){var m={};for(\"thumbnail\"===e.tileClass&&(m={title:{text:\"\"},showaxeslabels:!1,showticklabels:!1,linetickenable:!1}),r=0;r<g.length;r++){var v=f[g[r]];v.xaxis||(v.xaxis={}),v.yaxis||(v.yaxis={}),v.zaxis||(v.zaxis={}),a(v.xaxis,m),a(v.yaxis,m),a(v.zaxis,m),v._scene=null}}var y=document.createElement(\"div\");e.tileClass&&(y.className=e.tileClass);var x={gd:y,td:y,layout:f,data:u,config:{staticPlot:void 0===e.staticPlot||e.staticPlot,plotGlPixelRatio:void 0===e.plotGlPixelRatio?2:e.plotGlPixelRatio,displaylogo:e.displaylogo||!1,showLink:e.showLink||!1,showTips:e.showTips||!1,mapboxAccessToken:h.mapboxAccessToken}};return\"transparent\"!==e.setBackground&&(x.config.setBackground=e.setBackground||\"opaque\"),x.gd.defaultLayout=s(e.tileClass),x}},{\"../lib\":778,\"../registry\":911}],913:[function(t,e,r){\"use strict\";var n=t(\"../lib\"),i=t(\"../plot_api/to_image\"),a=t(\"./filesaver\"),o=t(\"./helpers\");e.exports=function(t,e){var r;return n.isPlainObject(t)||(r=n.getGraphDiv(t)),(e=e||{}).format=e.format||\"png\",e.width=e.width||null,e.height=e.height||null,e.imageDataOnly=!0,new Promise((function(s,l){r&&r._snapshotInProgress&&l(new Error(\"Snapshotting already in progress.\")),n.isIE()&&\"svg\"!==e.format&&l(new Error(o.MSG_IE_BAD_FORMAT)),r&&(r._snapshotInProgress=!0);var c=i(t,e),u=e.filename||t.fn||\"newplot\";u+=\".\"+e.format.replace(\"-\",\".\"),c.then((function(t){return r&&(r._snapshotInProgress=!1),a(t,u,e.format)})).then((function(t){s(t)})).catch((function(t){r&&(r._snapshotInProgress=!1),l(t)}))}))}},{\"../lib\":778,\"../plot_api/to_image\":820,\"./filesaver\":914,\"./helpers\":915}],914:[function(t,e,r){\"use strict\";var n=t(\"../lib\"),i=t(\"./helpers\");e.exports=function(t,e,r){var a=document.createElement(\"a\"),o=\"download\"in a;return new Promise((function(s,l){var c,u;if(n.isIE9orBelow()&&l(new Error(\"IE < 10 unsupported\")),n.isSafari()){var f=\"svg\"===r?\",\":\";base64,\";return i.octetStream(f+encodeURIComponent(t)),s(e)}return n.isIE()?(c=i.createBlob(t,\"svg\"),window.navigator.msSaveBlob(c,e),c=null,s(e)):o?(c=i.createBlob(t,r),u=i.createObjectURL(c),a.href=u,a.download=e,document.body.appendChild(a),a.click(),document.body.removeChild(a),i.revokeObjectURL(u),c=null,s(e)):void l(new Error(\"download error\"))}))}},{\"../lib\":778,\"./helpers\":915}],915:[function(t,e,r){\"use strict\";var n=t(\"../registry\");r.getDelay=function(t){return t._has&&(t._has(\"gl3d\")||t._has(\"gl2d\")||t._has(\"mapbox\"))?500:0},r.getRedrawFunc=function(t){return function(){var e=t._fullLayout||{};!(e._has&&e._has(\"polar\"))&&t.data&&t.data[0]&&t.data[0].r||n.getComponentMethod(\"colorbar\",\"draw\")(t)}},r.encodeSVG=function(t){return\"data:image/svg+xml,\"+encodeURIComponent(t)},r.encodeJSON=function(t){return\"data:application/json,\"+encodeURIComponent(t)};var i=window.URL||window.webkitURL;r.createObjectURL=function(t){return i.createObjectURL(t)},r.revokeObjectURL=function(t){return i.revokeObjectURL(t)},r.createBlob=function(t,e){if(\"svg\"===e)return new window.Blob([t],{type:\"image/svg+xml;charset=utf-8\"});if(\"full-json\"===e)return new window.Blob([t],{type:\"application/json;charset=utf-8\"});var r=function(t){for(var e=t.length,r=new ArrayBuffer(e),n=new Uint8Array(r),i=0;i<e;i++)n[i]=t.charCodeAt(i);return r}(window.atob(t));return new window.Blob([r],{type:\"image/\"+e})},r.octetStream=function(t){document.location.href=\"data:application/octet-stream\"+t},r.IMAGE_URL_PREFIX=/^data:image\\/\\w+;base64,/,r.MSG_IE_BAD_FORMAT=\"Sorry IE does not support downloading from canvas. Try {format:'svg'} instead.\"},{\"../registry\":911}],916:[function(t,e,r){\"use strict\";var n=t(\"./helpers\"),i={getDelay:n.getDelay,getRedrawFunc:n.getRedrawFunc,clone:t(\"./cloneplot\"),toSVG:t(\"./tosvg\"),svgToImg:t(\"./svgtoimg\"),toImage:t(\"./toimage\"),downloadImage:t(\"./download\")};e.exports=i},{\"./cloneplot\":912,\"./download\":913,\"./helpers\":915,\"./svgtoimg\":917,\"./toimage\":918,\"./tosvg\":919}],917:[function(t,e,r){\"use strict\";var n=t(\"../lib\"),i=t(\"events\").EventEmitter,a=t(\"./helpers\");e.exports=function(t){var e=t.emitter||new i,r=new Promise((function(i,o){var s=window.Image,l=t.svg,c=t.format||\"png\";if(n.isIE()&&\"svg\"!==c){var u=new Error(a.MSG_IE_BAD_FORMAT);return o(u),t.promise?r:e.emit(\"error\",u)}var f,h,p=t.canvas,d=t.scale||1,g=t.width||300,m=t.height||150,v=d*g,y=d*m,x=p.getContext(\"2d\"),b=new s;\"svg\"===c||n.isIE9orBelow()||n.isSafari()?h=a.encodeSVG(l):(f=a.createBlob(l,\"svg\"),h=a.createObjectURL(f)),p.width=v,p.height=y,b.onload=function(){var r;switch(f=null,a.revokeObjectURL(h),\"svg\"!==c&&x.drawImage(b,0,0,v,y),c){case\"jpeg\":r=p.toDataURL(\"image/jpeg\");break;case\"png\":r=p.toDataURL(\"image/png\");break;case\"webp\":r=p.toDataURL(\"image/webp\");break;case\"svg\":r=h;break;default:var n=\"Image format is not jpeg, png, svg or webp.\";if(o(new Error(n)),!t.promise)return e.emit(\"error\",n)}i(r),t.promise||e.emit(\"success\",r)},b.onerror=function(r){if(f=null,a.revokeObjectURL(h),o(r),!t.promise)return e.emit(\"error\",r)},b.src=h}));return t.promise?r:e}},{\"../lib\":778,\"./helpers\":915,events:110}],918:[function(t,e,r){\"use strict\";var n=t(\"events\").EventEmitter,i=t(\"../registry\"),a=t(\"../lib\"),o=t(\"./helpers\"),s=t(\"./cloneplot\"),l=t(\"./tosvg\"),c=t(\"./svgtoimg\");e.exports=function(t,e){var r=new n,u=s(t,{format:\"png\"}),f=u.gd;f.style.position=\"absolute\",f.style.left=\"-5000px\",document.body.appendChild(f);var h=o.getRedrawFunc(f);return i.call(\"plot\",f,u.data,u.layout,u.config).then(h).then((function(){var t=o.getDelay(f._fullLayout);setTimeout((function(){var t=l(f),n=document.createElement(\"canvas\");n.id=a.randstr(),(r=c({format:e.format,width:f._fullLayout.width,height:f._fullLayout.height,canvas:n,emitter:r,svg:t})).clean=function(){f&&document.body.removeChild(f)}}),t)})).catch((function(t){r.emit(\"error\",t)})),r}},{\"../lib\":778,\"../registry\":911,\"./cloneplot\":912,\"./helpers\":915,\"./svgtoimg\":917,\"./tosvg\":919,events:110}],919:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../lib\"),a=t(\"../components/drawing\"),o=t(\"../components/color\"),s=t(\"../constants/xmlns_namespaces\"),l=/\"/g,c=new RegExp('(\"TOBESTRIPPED)|(TOBESTRIPPED\")',\"g\");e.exports=function(t,e,r){var u,f=t._fullLayout,h=f._paper,p=f._toppaper,d=f.width,g=f.height;h.insert(\"rect\",\":first-child\").call(a.setRect,0,0,d,g).call(o.fill,f.paper_bgcolor);var m=f._basePlotModules||[];for(u=0;u<m.length;u++){var v=m[u];v.toSVG&&v.toSVG(t)}if(p){var y=p.node().childNodes,x=Array.prototype.slice.call(y);for(u=0;u<x.length;u++){var b=x[u];b.childNodes.length&&h.node().appendChild(b)}}if(f._draggers&&f._draggers.remove(),h.node().style.background=\"\",h.selectAll(\"text\").attr({\"data-unformatted\":null,\"data-math\":null}).each((function(){var t=n.select(this);if(\"hidden\"!==this.style.visibility&&\"none\"!==this.style.display){t.style({visibility:null,display:null});var e=this.style.fontFamily;e&&-1!==e.indexOf('\"')&&t.style(\"font-family\",e.replace(l,\"TOBESTRIPPED\"))}else t.remove()})),f._gradientUrlQueryParts){var _=[];for(var w in f._gradientUrlQueryParts)_.push(w);_.length&&h.selectAll(_.join(\",\")).each((function(){var t=n.select(this),e=this.style.fill;e&&-1!==e.indexOf(\"url(\")&&t.style(\"fill\",e.replace(l,\"TOBESTRIPPED\"));var r=this.style.stroke;r&&-1!==r.indexOf(\"url(\")&&t.style(\"stroke\",r.replace(l,\"TOBESTRIPPED\"))}))}\"pdf\"!==e&&\"eps\"!==e||h.selectAll(\"#MathJax_SVG_glyphs path\").attr(\"stroke-width\",0),h.node().setAttributeNS(s.xmlns,\"xmlns\",s.svg),h.node().setAttributeNS(s.xmlns,\"xmlns:xlink\",s.xlink),\"svg\"===e&&r&&(h.attr(\"width\",r*d),h.attr(\"height\",r*g),h.attr(\"viewBox\",\"0 0 \"+d+\" \"+g));var T=(new window.XMLSerializer).serializeToString(h.node());return T=function(t){var e=n.select(\"body\").append(\"div\").style({display:\"none\"}).html(\"\"),r=t.replace(/(&[^;]*;)/gi,(function(t){return\"&lt;\"===t?\"&#60;\":\"&rt;\"===t?\"&#62;\":-1!==t.indexOf(\"<\")||-1!==t.indexOf(\">\")?\"\":e.html(t).text()}));return e.remove(),r}(T),T=(T=T.replace(/&(?!\\w+;|\\#[0-9]+;| \\#x[0-9A-F]+;)/g,\"&amp;\")).replace(c,\"'\"),i.isIE()&&(T=(T=(T=T.replace(/\"/gi,\"'\")).replace(/(\\('#)([^']*)('\\))/gi,'(\"#$2\")')).replace(/(\\\\')/gi,'\"')),T}},{\"../components/color\":643,\"../components/drawing\":665,\"../constants/xmlns_namespaces\":754,\"../lib\":778,d3:169}],920:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){for(var r=0;r<t.length;r++)t[r].i=r;n.mergeArray(e.text,t,\"tx\"),n.mergeArray(e.hovertext,t,\"htx\");var i=e.marker;if(i){n.mergeArray(i.opacity,t,\"mo\",!0),n.mergeArray(i.color,t,\"mc\");var a=i.line;a&&(n.mergeArray(a.color,t,\"mlc\"),n.mergeArrayCastPositive(a.width,t,\"mlw\"))}}},{\"../../lib\":778}],921:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,o=t(\"../../components/colorscale/attributes\"),s=t(\"../../plots/font_attributes\"),l=t(\"./constants\"),c=t(\"../../lib/extend\").extendFlat,u=s({editType:\"calc\",arrayOk:!0,colorEditType:\"style\"}),f=c({},n.marker.line.width,{dflt:0}),h=c({width:f,editType:\"calc\"},o(\"marker.line\")),p=c({line:h,editType:\"calc\"},o(\"marker\"),{opacity:{valType:\"number\",arrayOk:!0,dflt:1,min:0,max:1,editType:\"style\"}});e.exports={x:n.x,x0:n.x0,dx:n.dx,y:n.y,y0:n.y0,dy:n.dy,xperiod:n.xperiod,yperiod:n.yperiod,xperiod0:n.xperiod0,yperiod0:n.yperiod0,xperiodalignment:n.xperiodalignment,yperiodalignment:n.yperiodalignment,text:n.text,texttemplate:a({editType:\"plot\"},{keys:l.eventDataKeys}),hovertext:n.hovertext,hovertemplate:i({},{keys:l.eventDataKeys}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"none\",arrayOk:!0,editType:\"calc\"},insidetextanchor:{valType:\"enumerated\",values:[\"end\",\"middle\",\"start\"],dflt:\"end\",editType:\"plot\"},textangle:{valType:\"angle\",dflt:\"auto\",editType:\"plot\"},textfont:c({},u,{}),insidetextfont:c({},u,{}),outsidetextfont:c({},u,{}),constraintext:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"both\",\"none\"],dflt:\"both\",editType:\"calc\"},cliponaxis:c({},n.cliponaxis,{}),orientation:{valType:\"enumerated\",values:[\"v\",\"h\"],editType:\"calc+clearAxisTypes\"},base:{valType:\"any\",dflt:null,arrayOk:!0,editType:\"calc\"},offset:{valType:\"number\",dflt:null,arrayOk:!0,editType:\"calc\"},width:{valType:\"number\",dflt:null,min:0,arrayOk:!0,editType:\"calc\"},marker:p,offsetgroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},alignmentgroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},selected:{marker:{opacity:n.selected.marker.opacity,color:n.selected.marker.color,editType:\"style\"},textfont:n.selected.textfont,editType:\"style\"},unselected:{marker:{opacity:n.unselected.marker.opacity,color:n.unselected.marker.color,editType:\"style\"},textfont:n.unselected.textfont,editType:\"style\"},r:n.r,t:n.t,_deprecated:{bardir:{valType:\"enumerated\",editType:\"calc\",values:[\"v\",\"h\"]}}}},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plots/font_attributes\":856,\"../../plots/template_attributes\":906,\"../scatter/attributes\":1187,\"./constants\":923}],922:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\"),i=t(\"../../plots/cartesian/align_period\"),a=t(\"../../components/colorscale/helpers\").hasColorscale,o=t(\"../../components/colorscale/calc\"),s=t(\"./arrays_to_calcdata\"),l=t(\"../scatter/calc_selection\");e.exports=function(t,e){var r,c,u,f,h=n.getFromId(t,e.xaxis||\"x\"),p=n.getFromId(t,e.yaxis||\"y\"),d={msUTC:!(!e.base&&0!==e.base)};\"h\"===e.orientation?(r=h.makeCalcdata(e,\"x\",d),u=p.makeCalcdata(e,\"y\"),c=i(e,p,\"y\",u),f=!!e.yperiodalignment):(r=p.makeCalcdata(e,\"y\",d),u=h.makeCalcdata(e,\"x\"),c=i(e,h,\"x\",u),f=!!e.xperiodalignment);for(var g=Math.min(c.length,r.length),m=new Array(g),v=0;v<g;v++)m[v]={p:c[v],s:r[v]},f&&(m[v].orig_p=u[v]),e.ids&&(m[v].id=String(e.ids[v]));return a(e,\"marker\")&&o(t,e,{vals:e.marker.color,containerStr:\"marker\",cLetter:\"c\"}),a(e,\"marker.line\")&&o(t,e,{vals:e.marker.line.color,containerStr:\"marker.line\",cLetter:\"c\"}),s(m,e),l(m,e),m}},{\"../../components/colorscale/calc\":651,\"../../components/colorscale/helpers\":654,\"../../plots/cartesian/align_period\":825,\"../../plots/cartesian/axes\":828,\"../scatter/calc_selection\":1189,\"./arrays_to_calcdata\":920}],923:[function(t,e,r){\"use strict\";e.exports={TEXTPAD:3,eventDataKeys:[\"value\",\"label\"]}},{}],924:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\").isArrayOrTypedArray,a=t(\"../../constants/numerical\").BADNUM,o=t(\"../../registry\"),s=t(\"../../plots/cartesian/axes\"),l=t(\"../../plots/cartesian/constraints\").getAxisGroup,c=t(\"./sieve.js\");function u(t,e,r,o,u){if(o.length){var b,_,w,T;switch(function(t,e){var r,a;for(r=0;r<e.length;r++){var o,s=e[r],l=s[0].trace,c=\"funnel\"===l.type?l._base:l.base,u=\"h\"===l.orientation?l.xcalendar:l.ycalendar,f=\"category\"===t.type||\"multicategory\"===t.type?function(){return null}:t.d2c;if(i(c)){for(a=0;a<Math.min(c.length,s.length);a++)o=f(c[a],0,u),n(o)?(s[a].b=+o,s[a].hasB=1):s[a].b=0;for(;a<s.length;a++)s[a].b=0}else{o=f(c,0,u);var h=n(o);for(o=h?o:0,a=0;a<s.length;a++)s[a].b=o,h&&(s[a].hasB=1)}}}(r,o),u.mode){case\"overlay\":f(e,r,o,u);break;case\"group\":for(b=[],_=[],w=0;w<o.length;w++)void 0===(T=o[w])[0].trace.offset?_.push(T):b.push(T);_.length&&function(t,e,r,n,i){var o=new c(n,{sepNegVal:!1,overlapNoMerge:!i.norm});(function(t,e,r,n){for(var i=t._fullLayout,a=r.positions,o=r.distinctPositions,s=r.minDiff,c=r.traces,u=c.length,f=a.length!==o.length,h=s*(1-n.gap),m=l(i,e._id)+c[0][0].trace.orientation,v=i._alignmentOpts[m]||{},y=0;y<u;y++){var x,b,_=c[y],w=_[0].trace,T=v[w.alignmentgroup]||{},k=Object.keys(T.offsetGroups||{}).length,M=(x=k?h/k:f?h/u:h)*(1-(n.groupgap||0));b=k?((2*w._offsetIndex+1-k)*x-M)/2:f?((2*y+1-u)*x-M)/2:-M/2;var A=_[0].t;A.barwidth=M,A.poffset=b,A.bargroupwidth=h,A.bardelta=s}r.binWidth=c[0][0].t.barwidth/100,p(r),d(e,r),g(e,r,f)})(t,e,o,i),function(t){for(var e=t.traces,r=0;r<e.length;r++){var n=e[r];if(void 0===n[0].trace.base)for(var i=new c([n],{sepNegVal:!0,overlapNoMerge:!0}),o=0;o<n.length;o++){var s=n[o];if(s.p!==a){var l=i.put(s.p,s.b+s.s);l&&(s.b=l)}}}}(o),i.norm?(v(o),y(r,o,i)):m(r,o)}(t,e,r,_,u),b.length&&f(e,r,b,u);break;case\"stack\":case\"relative\":for(b=[],_=[],w=0;w<o.length;w++)void 0===(T=o[w])[0].trace.base?_.push(T):b.push(T);_.length&&function(t,e,r,n,i){var o=new c(n,{sepNegVal:\"relative\"===i.mode,overlapNoMerge:!(i.norm||\"stack\"===i.mode||\"relative\"===i.mode)});h(e,o,i),function(t,e,r){var n,i,o,l,c,u,f=x(t),h=e.traces;for(l=0;l<h.length;l++)if(n=h[l],\"funnel\"===(i=n[0].trace).type)for(c=0;c<n.length;c++)(u=n[c]).s!==a&&e.put(u.p,-.5*u.s);for(l=0;l<h.length;l++){n=h[l],i=n[0].trace,o=\"funnel\"===i.type;var p=[];for(c=0;c<n.length;c++)if((u=n[c]).s!==a){var d;d=o?u.s:u.s+u.b;var g=e.put(u.p,d),m=g+d;u.b=g,u[f]=m,r.norm||(p.push(m),u.hasB&&p.push(g))}r.norm||(i._extremes[t._id]=s.findExtremes(t,p,{tozero:!0,padded:!0}))}}(r,o,i);for(var l=0;l<n.length;l++)for(var u=n[l],f=0;f<u.length;f++){var p=u[f];if(p.s!==a)p.b+p.s===o.get(p.p,p.s)&&(p._outmost=!0)}i.norm&&y(r,o,i)}(0,e,r,_,u),b.length&&f(e,r,b,u)}!function(t,e){var r,i,a,o=x(e),s={},l=1/0,c=-1/0;for(r=0;r<t.length;r++)for(a=t[r],i=0;i<a.length;i++){var u=a[i].p;n(u)&&(l=Math.min(l,u),c=Math.max(c,u))}var f=1e4/(c-l),h=s.round=function(t){return String(Math.round(f*(t-l)))};for(r=0;r<t.length;r++){(a=t[r])[0].t.extents=s;var p=a[0].t.poffset,d=Array.isArray(p);for(i=0;i<a.length;i++){var g=a[i],m=g[o]-g.w/2;if(n(m)){var v=g[o]+g.w/2,y=h(g.p);s[y]?s[y]=[Math.min(m,s[y][0]),Math.max(v,s[y][1])]:s[y]=[m,v]}g.p0=g.p+(d?p[i]:p),g.p1=g.p0+g.w,g.s0=g.b,g.s1=g.s0+g.s}}}(o,e)}}function f(t,e,r,n){for(var i=0;i<r.length;i++){var a=r[i],o=new c([a],{unitMinDiff:n.xCat||n.yCat,sepNegVal:!1,overlapNoMerge:!n.norm});h(t,o,n),n.norm?(v(o),y(e,o,n)):m(e,o)}}function h(t,e,r){for(var n=e.minDiff,i=e.traces,a=n*(1-r.gap),o=a*(1-(r.groupgap||0)),s=-o/2,l=0;l<i.length;l++){var c=i[l][0].t;c.barwidth=o,c.poffset=s,c.bargroupwidth=a,c.bardelta=n}e.binWidth=i[0][0].t.barwidth/100,p(e),d(t,e),g(t,e)}function p(t){var e,r,a=t.traces;for(e=0;e<a.length;e++){var o,s=a[e],l=s[0],c=l.trace,u=l.t,f=c._offset||c.offset,h=u.poffset;if(i(f)){for(o=Array.prototype.slice.call(f,0,s.length),r=0;r<o.length;r++)n(o[r])||(o[r]=h);for(r=o.length;r<s.length;r++)o.push(h);u.poffset=o}else void 0!==f&&(u.poffset=f);var p=c._width||c.width,d=u.barwidth;if(i(p)){var g=Array.prototype.slice.call(p,0,s.length);for(r=0;r<g.length;r++)n(g[r])||(g[r]=d);for(r=g.length;r<s.length;r++)g.push(d);if(u.barwidth=g,void 0===f){for(o=[],r=0;r<s.length;r++)o.push(h+(d-g[r])/2);u.poffset=o}}else void 0!==p&&(u.barwidth=p,void 0===f&&(u.poffset=h+(d-p)/2))}}function d(t,e){for(var r=e.traces,n=x(t),i=0;i<r.length;i++)for(var a=r[i],o=a[0].t,s=o.poffset,l=Array.isArray(s),c=o.barwidth,u=Array.isArray(c),f=0;f<a.length;f++){var h=a[f],p=h.w=u?c[f]:c;h[n]=h.p+(l?s[f]:s)+p/2}}function g(t,e,r){var n=e.traces,i=e.minDiff/2;s.minDtick(t,e.minDiff,e.distinctPositions[0],r);for(var a=0;a<n.length;a++){var o,l,c,u,f=n[a],h=f[0],p=h.trace,d=[];for(u=0;u<f.length;u++)l=(o=f[u]).p-i,c=o.p+i,d.push(l,c);if(p.width||p.offset){var g=h.t,m=g.poffset,v=g.barwidth,y=Array.isArray(m),x=Array.isArray(v);for(u=0;u<f.length;u++){o=f[u];var b=y?m[u]:m,_=x?v[u]:v;c=(l=o.p+b)+_,d.push(l,c)}}p._extremes[t._id]=s.findExtremes(t,d,{padded:!1})}}function m(t,e){for(var r=e.traces,n=x(t),i=0;i<r.length;i++){for(var a=r[i],o=a[0].trace,l=[],c=!1,u=0;u<a.length;u++){var f=a[u],h=f.b,p=h+f.s;f[n]=p,l.push(p),f.hasB&&l.push(h),f.hasB&&f.b||(c=!0)}o._extremes[t._id]=s.findExtremes(t,l,{tozero:c,padded:!0})}}function v(t){for(var e=t.traces,r=0;r<e.length;r++)for(var n=e[r],i=0;i<n.length;i++){var o=n[i];o.s!==a&&t.put(o.p,o.b+o.s)}}function y(t,e,r){var i=e.traces,o=x(t),l=\"fraction\"===r.norm?1:100,c=l/1e9,u=t.l2c(t.c2l(0)),f=\"stack\"===r.mode?l:u;function h(e){return n(t.c2l(e))&&(e<u-c||e>f+c||!n(u))}for(var p=0;p<i.length;p++){for(var d=i[p],g=d[0].trace,m=[],v=!1,y=!1,b=0;b<d.length;b++){var _=d[b];if(_.s!==a){var w=Math.abs(l/e.get(_.p,_.s));_.b*=w,_.s*=w;var T=_.b,k=T+_.s;_[o]=k,m.push(k),y=y||h(k),_.hasB&&(m.push(T),y=y||h(T)),_.hasB&&_.b||(v=!0)}}g._extremes[t._id]=s.findExtremes(t,m,{tozero:v,padded:y})}}function x(t){return t._id.charAt(0)}e.exports={crossTraceCalc:function(t,e){for(var r=e.xaxis,n=e.yaxis,i=t._fullLayout,a=t._fullData,s=t.calcdata,l=[],c=[],f=0;f<a.length;f++){var h=a[f];if(!0===h.visible&&o.traceIs(h,\"bar\")&&h.xaxis===r._id&&h.yaxis===n._id&&(\"h\"===h.orientation?l.push(s[f]):c.push(s[f]),h._computePh))for(var p=t.calcdata[f],d=0;d<p.length;d++)\"function\"==typeof p[d].ph0&&(p[d].ph0=p[d].ph0()),\"function\"==typeof p[d].ph1&&(p[d].ph1=p[d].ph1())}var g={xCat:\"category\"===r.type||\"multicategory\"===r.type,yCat:\"category\"===n.type||\"multicategory\"===n.type,mode:i.barmode,norm:i.barnorm,gap:i.bargap,groupgap:i.bargroupgap};u(t,r,n,c,g),u(t,n,r,l,g)},setGroupPositions:u}},{\"../../constants/numerical\":753,\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"../../plots/cartesian/constraints\":835,\"../../registry\":911,\"./sieve.js\":934,\"fast-isnumeric\":241}],925:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\"),a=t(\"../../registry\"),o=t(\"../scatter/xy_defaults\"),s=t(\"../scatter/period_defaults\"),l=t(\"./style_defaults\"),c=t(\"../../plots/cartesian/constraints\").getAxisGroup,u=t(\"./attributes\"),f=n.coerceFont;function h(t,e,r,n){var i=e.orientation,a=e[{v:\"x\",h:\"y\"}[i]+\"axis\"],o=c(r,a)+i,s=r._alignmentOpts||{},l=n(\"alignmentgroup\"),u=s[o];u||(u=s[o]={});var f=u[l];f?f.traces.push(e):f=u[l]={traces:[e],alignmentIndex:Object.keys(u).length,offsetGroups:{}};var h=n(\"offsetgroup\"),p=f.offsetGroups,d=p[h];h&&(d||(d=p[h]={offsetIndex:Object.keys(p).length}),e._offsetIndex=d.offsetIndex)}function p(t,e,r,i,a,o){var s=!(!1===(o=o||{}).moduleHasSelected),l=!(!1===o.moduleHasUnselected),c=!(!1===o.moduleHasConstrain),u=!(!1===o.moduleHasCliponaxis),h=!(!1===o.moduleHasTextangle),p=!(!1===o.moduleHasInsideanchor),d=!!o.hasPathbar,g=Array.isArray(a)||\"auto\"===a,m=g||\"inside\"===a,v=g||\"outside\"===a;if(m||v){var y=f(i,\"textfont\",r.font),x=n.extendFlat({},y),b=!(t.textfont&&t.textfont.color);if(b&&delete x.color,f(i,\"insidetextfont\",x),d){var _=n.extendFlat({},y);b&&delete _.color,f(i,\"pathbar.textfont\",_)}v&&f(i,\"outsidetextfont\",y),s&&i(\"selected.textfont.color\"),l&&i(\"unselected.textfont.color\"),c&&i(\"constraintext\"),u&&i(\"cliponaxis\"),h&&i(\"textangle\"),i(\"texttemplate\")}m&&p&&i(\"insidetextanchor\")}e.exports={supplyDefaults:function(t,e,r,c){function f(r,i){return n.coerce(t,e,u,r,i)}if(o(t,e,c,f)){s(t,e,c,f),f(\"orientation\",e.x&&!e.y?\"h\":\"v\"),f(\"base\"),f(\"offset\"),f(\"width\"),f(\"text\"),f(\"hovertext\"),f(\"hovertemplate\");var h=f(\"textposition\");p(t,e,c,f,h,{moduleHasSelected:!0,moduleHasUnselected:!0,moduleHasConstrain:!0,moduleHasCliponaxis:!0,moduleHasTextangle:!0,moduleHasInsideanchor:!0}),l(t,e,f,r,c);var d=(e.marker.line||{}).color,g=a.getComponentMethod(\"errorbars\",\"supplyDefaults\");g(t,e,d||i.defaultLine,{axis:\"y\"}),g(t,e,d||i.defaultLine,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,f)}else e.visible=!1},crossTraceDefaults:function(t,e){var r;function i(t){return n.coerce(r._input,r,u,t)}if(\"group\"===e.barmode)for(var a=0;a<t.length;a++)\"bar\"===(r=t[a]).type&&(r._input,h(0,r,e,i))},handleGroupingDefaults:h,handleText:p}},{\"../../components/color\":643,\"../../lib\":778,\"../../plots/cartesian/constraints\":835,\"../../registry\":911,\"../scatter/period_defaults\":1207,\"../scatter/xy_defaults\":1214,\"./attributes\":921,\"./style_defaults\":936}],926:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){return t.x=\"xVal\"in e?e.xVal:e.x,t.y=\"yVal\"in e?e.yVal:e.y,e.xa&&(t.xaxis=e.xa),e.ya&&(t.yaxis=e.ya),\"h\"===r.orientation?(t.label=t.y,t.value=t.x):(t.label=t.x,t.value=t.y),t}},{}],927:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"tinycolor2\"),a=t(\"../../lib\").isArrayOrTypedArray;r.coerceString=function(t,e,r){if(\"string\"==typeof e){if(e||!t.noBlank)return e}else if((\"number\"==typeof e||!0===e)&&!t.strict)return String(e);return void 0!==r?r:t.dflt},r.coerceNumber=function(t,e,r){if(n(e)){e=+e;var i=t.min,a=t.max;if(!(void 0!==i&&e<i||void 0!==a&&e>a))return e}return void 0!==r?r:t.dflt},r.coerceColor=function(t,e,r){return i(e).isValid()?e:void 0!==r?r:t.dflt},r.coerceEnumerated=function(t,e,r){return t.coerceNumber&&(e=+e),-1!==t.values.indexOf(e)?e:void 0!==r?r:t.dflt},r.getValue=function(t,e){var r;return Array.isArray(t)?e<t.length&&(r=t[e]):r=t,r},r.getLineWidth=function(t,e){return 0<e.mlw?e.mlw:a(t.marker.line.width)?0:t.marker.line.width}},{\"../../lib\":778,\"fast-isnumeric\":241,tinycolor2:576}],928:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx\"),i=t(\"../../registry\"),a=t(\"../../components/color\"),o=t(\"../../lib\").fillText,s=t(\"./helpers\").getLineWidth,l=t(\"../../plots/cartesian/axes\").hoverLabelText,c=t(\"../../constants/numerical\").BADNUM;function u(t,e,r,i){var a,s,u,f,h,p,d,g=t.cd,m=g[0].trace,v=g[0].t,y=\"closest\"===i,x=\"waterfall\"===m.type,b=t.maxHoverDistance;function _(t){return t[u]-t.w/2}function w(t){return t[u]+t.w/2}var T=y?_:function(t){return Math.min(_(t),t.p-v.bardelta/2)},k=y?w:function(t){return Math.max(w(t),t.p+v.bardelta/2)};function M(t,e){return n.inbox(t-a,e-a,b+Math.min(1,Math.abs(e-t)/d)-1)}function A(t){return M(T(t),k(t))}function S(t){var e=s,r=t.b,i=t[f];if(x){var a=Math.abs(t.rawS)||0;e>0?i+=a:e<0&&(i-=a)}return n.inbox(r-e,i-e,b+(i-e)/(i-r)-1)}\"h\"===m.orientation?(a=r,s=e,u=\"y\",f=\"x\",h=S,p=A):(a=e,s=r,u=\"x\",f=\"y\",p=S,h=A);var E=t[u+\"a\"],C=t[f+\"a\"];d=Math.abs(E.r2c(E.range[1])-E.r2c(E.range[0]));var L=n.getDistanceFunction(i,h,p,(function(t){return(h(t)+p(t))/2}));if(n.getClosest(g,L,t),!1!==t.index&&g[t.index].p!==c){y||(T=function(t){return Math.min(_(t),t.p-v.bargroupwidth/2)},k=function(t){return Math.max(w(t),t.p+v.bargroupwidth/2)});var I=g[t.index],P=m.base?I.b+I.s:I.s;t[f+\"0\"]=t[f+\"1\"]=C.c2p(I[f],!0),t[f+\"LabelVal\"]=P;var z=v.extents[v.extents.round(I.p)];t[u+\"0\"]=E.c2p(y?T(I):z[0],!0),t[u+\"1\"]=E.c2p(y?k(I):z[1],!0);var O=void 0!==I.orig_p;return t[u+\"LabelVal\"]=O?I.orig_p:I.p,t.labelLabel=l(E,t[u+\"LabelVal\"]),t.valueLabel=l(C,t[f+\"LabelVal\"]),t.baseLabel=l(C,I.b),t.spikeDistance=(S(I)+function(t){return M(_(t),w(t))}(I))/2-b,t[u+\"Spike\"]=E.c2p(I.p,!0),o(I,m,t),t.hovertemplate=m.hovertemplate,t}}function f(t,e){var r=e.mcc||t.marker.color,n=e.mlcc||t.marker.line.color,i=s(t,e);return a.opacity(r)?r:a.opacity(n)&&i?n:void 0}e.exports={hoverPoints:function(t,e,r,n){var a=u(t,e,r,n);if(a){var o=a.cd,s=o[0].trace,l=o[a.index];return a.color=f(s,l),i.getComponentMethod(\"errorbars\",\"hoverInfo\")(l,s,a),[a]}},hoverOnBars:u,getTraceColor:f}},{\"../../components/color\":643,\"../../components/fx\":683,\"../../constants/numerical\":753,\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"../../registry\":911,\"./helpers\":927}],929:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,crossTraceDefaults:t(\"./defaults\").crossTraceDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\"),crossTraceCalc:t(\"./cross_trace_calc\").crossTraceCalc,colorbar:t(\"../scatter/marker_colorbar\"),arraysToCalcdata:t(\"./arrays_to_calcdata\"),plot:t(\"./plot\").plot,style:t(\"./style\").style,styleOnSelect:t(\"./style\").styleOnSelect,hoverPoints:t(\"./hover\").hoverPoints,eventData:t(\"./event_data\"),selectPoints:t(\"./select\"),moduleType:\"trace\",name:\"bar\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"bar-like\",\"cartesian\",\"svg\",\"bar\",\"oriented\",\"errorBarsOK\",\"showLegend\",\"zoomScale\"],animatable:!0,meta:{}}},{\"../../plots/cartesian\":841,\"../scatter/marker_colorbar\":1205,\"./arrays_to_calcdata\":920,\"./attributes\":921,\"./calc\":922,\"./cross_trace_calc\":924,\"./defaults\":925,\"./event_data\":926,\"./hover\":928,\"./layout_attributes\":930,\"./layout_defaults\":931,\"./plot\":932,\"./select\":933,\"./style\":935}],930:[function(t,e,r){\"use strict\";e.exports={barmode:{valType:\"enumerated\",values:[\"stack\",\"group\",\"overlay\",\"relative\"],dflt:\"group\",editType:\"calc\"},barnorm:{valType:\"enumerated\",values:[\"\",\"fraction\",\"percent\"],dflt:\"\",editType:\"calc\"},bargap:{valType:\"number\",min:0,max:1,editType:\"calc\"},bargroupgap:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"}}},{}],931:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../lib\"),o=t(\"./layout_attributes\");e.exports=function(t,e,r){function s(r,n){return a.coerce(t,e,o,r,n)}for(var l=!1,c=!1,u=!1,f={},h=s(\"barmode\"),p=0;p<r.length;p++){var d=r[p];if(n.traceIs(d,\"bar\")&&d.visible){if(l=!0,\"group\"===h){var g=d.xaxis+d.yaxis;f[g]&&(u=!0),f[g]=!0}if(d.visible&&\"histogram\"===d.type)\"category\"!==i.getFromId({_fullLayout:e},d[\"v\"===d.orientation?\"xaxis\":\"yaxis\"]).type&&(c=!0)}}l?(\"overlay\"!==h&&s(\"barnorm\"),s(\"bargap\",c&&!u?0:.2),s(\"bargroupgap\")):delete e.barmode}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"../../registry\":911,\"./layout_attributes\":930}],932:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"fast-isnumeric\"),a=t(\"../../lib\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"../../components/color\"),l=t(\"../../components/drawing\"),c=t(\"../../registry\"),u=t(\"../../plots/cartesian/axes\").tickText,f=t(\"./uniform_text\"),h=f.recordMinTextSize,p=f.clearMinTextSize,d=t(\"./style\"),g=t(\"./helpers\"),m=t(\"./constants\"),v=t(\"./attributes\"),y=v.text,x=v.textposition,b=t(\"../../components/fx/helpers\").appendArrayPointValue,_=m.TEXTPAD;function w(t){return t.id}function T(t){if(t.ids)return w}function k(t,e){return t<e?1:-1}function M(t,e,r,n){var i;return!e.uniformtext.mode&&A(r)?(n&&(i=n()),t.transition().duration(r.duration).ease(r.easing).each(\"end\",(function(){i&&i()})).each(\"interrupt\",(function(){i&&i()}))):t}function A(t){return t&&t.duration>0}function S(t){return\"auto\"===t?0:t}function E(t,e){var r=Math.PI/180*e,n=Math.abs(Math.sin(r)),i=Math.abs(Math.cos(r));return{x:t.width*i+t.height*n,y:t.width*n+t.height*i}}function C(t,e,r,n,i,a){var o=!!a.isHorizontal,s=!!a.constrained,l=a.angle||0,c=a.anchor||\"end\",u=\"end\"===c,f=\"start\"===c,h=((a.leftToRight||0)+1)/2,p=1-h,d=i.width,g=i.height,m=Math.abs(e-t),v=Math.abs(n-r),y=m>2*_&&v>2*_?_:0;m-=2*y,v-=2*y;var x=S(l);\"auto\"!==l||d<=m&&g<=v||!(d>m||g>v)||(d>v||g>m)&&d<g==m<v||(x+=90);var b=E(i,x),w=1;s&&(w=Math.min(1,m/b.x,v/b.y));var T=i.left*p+i.right*h,M=(i.top+i.bottom)/2,A=(t+_)*p+(e-_)*h,C=(r+n)/2,L=0,I=0;if(f||u){var P=(o?b.x:b.y)/2,z=o?k(t,e):k(r,n);o?f?(A=t+z*y,L=-z*P):(A=e-z*y,L=z*P):f?(C=r+z*y,I=-z*P):(C=n-z*y,I=z*P)}return{textX:T,textY:M,targetX:A,targetY:C,anchorX:L,anchorY:I,scale:w,rotate:x}}e.exports={plot:function(t,e,r,f,m,v){var w=e.xaxis,L=e.yaxis,I=t._fullLayout;m||(m={mode:I.barmode,norm:I.barmode,gap:I.bargap,groupgap:I.bargroupgap},p(\"bar\",I));var P=a.makeTraceGroups(f,r,\"trace bars\").each((function(r){var c=n.select(this),f=r[0].trace,p=\"waterfall\"===f.type,P=\"funnel\"===f.type,z=\"bar\"===f.type||P,O=0;p&&f.connector.visible&&\"between\"===f.connector.mode&&(O=f.connector.line.width/2);var D=\"h\"===f.orientation,R=A(m),F=a.ensureSingle(c,\"g\",\"points\"),B=T(f),N=F.selectAll(\"g.point\").data(a.identity,B);N.enter().append(\"g\").classed(\"point\",!0),N.exit().remove(),N.each((function(c,p){var T,A,P=n.select(this),F=function(t,e,r,n){var i=[],a=[],o=n?e:r,s=n?r:e;return i[0]=o.c2p(t.s0,!0),a[0]=s.c2p(t.p0,!0),i[1]=o.c2p(t.s1,!0),a[1]=s.c2p(t.p1,!0),n?[i,a]:[a,i]}(c,w,L,D),B=F[0][0],N=F[0][1],j=F[1][0],U=F[1][1],V=0==(D?N-B:U-j);if(V&&z&&g.getLineWidth(f,c)&&(V=!1),V||(V=!(i(B)&&i(N)&&i(j)&&i(U))),c.isBlank=V,V&&(D?N=B:U=j),O&&!V&&(D?(B-=k(B,N)*O,N+=k(B,N)*O):(j-=k(j,U)*O,U+=k(j,U)*O)),\"waterfall\"===f.type){if(!V){var q=f[c.dir].marker;T=q.line.width,A=q.color}}else T=g.getLineWidth(f,c),A=c.mc||f.marker.color;function H(t){var e=n.round(T/2%1,2);return 0===m.gap&&0===m.groupgap?n.round(Math.round(t)-e,2):t}if(!t._context.staticPlot){var G=s.opacity(A)<1||T>.01?H:function(t,e,r){return r&&t===e?t:Math.abs(t-e)>=2?H(t):t>e?Math.ceil(t):Math.floor(t)};B=G(B,N,D),N=G(N,B,D),j=G(j,U,!D),U=G(U,j,!D)}var Y=M(a.ensureSingle(P,\"path\"),I,m,v);if(Y.style(\"vector-effect\",\"non-scaling-stroke\").attr(\"d\",isNaN((N-B)*(U-j))||V&&t._context.staticPlot?\"M0,0Z\":\"M\"+B+\",\"+j+\"V\"+U+\"H\"+N+\"V\"+j+\"Z\").call(l.setClipUrl,e.layerClipId,t),!I.uniformtext.mode&&R){var W=l.makePointStyleFns(f);l.singlePointStyle(c,Y,f,W,t)}!function(t,e,r,n,i,s,c,f,p,m,v){var w,T=e.xaxis,A=e.yaxis,L=t._fullLayout;function I(e,r,n){return a.ensureSingle(e,\"text\").text(r).attr({class:\"bartext bartext-\"+w,\"text-anchor\":\"middle\",\"data-notex\":1}).call(l.font,n).call(o.convertToTspans,t)}var P=n[0].trace,z=\"h\"===P.orientation,O=function(t,e,r,n,i){var o,s=e[0].trace;o=s.texttemplate?function(t,e,r,n,i){var o=e[0].trace,s=a.castOption(o,r,\"texttemplate\");if(!s)return\"\";var l,c,f,h,p=\"waterfall\"===o.type,d=\"funnel\"===o.type;\"h\"===o.orientation?(l=\"y\",c=i,f=\"x\",h=n):(l=\"x\",c=n,f=\"y\",h=i);function g(t){return u(h,+t,!0).text}var m=e[r],v={};v.label=m.p,v.labelLabel=v[l+\"Label\"]=(y=m.p,u(c,y,!0).text);var y;var x=a.castOption(o,m.i,\"text\");(0===x||x)&&(v.text=x);v.value=m.s,v.valueLabel=v[f+\"Label\"]=g(m.s);var _={};b(_,o,m.i),p&&(v.delta=+m.rawS||m.s,v.deltaLabel=g(v.delta),v.final=m.v,v.finalLabel=g(v.final),v.initial=v.final-v.delta,v.initialLabel=g(v.initial));d&&(v.value=m.s,v.valueLabel=g(v.value),v.percentInitial=m.begR,v.percentInitialLabel=a.formatPercent(m.begR),v.percentPrevious=m.difR,v.percentPreviousLabel=a.formatPercent(m.difR),v.percentTotal=m.sumR,v.percenTotalLabel=a.formatPercent(m.sumR));var w=a.castOption(o,m.i,\"customdata\");w&&(v.customdata=w);return a.texttemplateString(s,v,t._d3locale,_,v,o._meta||{})}(t,e,r,n,i):s.textinfo?function(t,e,r,n){var i=t[0].trace,o=\"h\"===i.orientation,s=\"waterfall\"===i.type,l=\"funnel\"===i.type;function c(t){return u(o?r:n,+t,!0).text}var f,h=i.textinfo,p=t[e],d=h.split(\"+\"),g=[],m=function(t){return-1!==d.indexOf(t)};m(\"label\")&&g.push((v=t[e].p,u(o?n:r,v,!0).text));var v;m(\"text\")&&(0===(f=a.castOption(i,p.i,\"text\"))||f)&&g.push(f);if(s){var y=+p.rawS||p.s,x=p.v,b=x-y;m(\"initial\")&&g.push(c(b)),m(\"delta\")&&g.push(c(y)),m(\"final\")&&g.push(c(x))}if(l){m(\"value\")&&g.push(c(p.s));var _=0;m(\"percent initial\")&&_++,m(\"percent previous\")&&_++,m(\"percent total\")&&_++;var w=_>1;m(\"percent initial\")&&(f=a.formatPercent(p.begR),w&&(f+=\" of initial\"),g.push(f)),m(\"percent previous\")&&(f=a.formatPercent(p.difR),w&&(f+=\" of previous\"),g.push(f)),m(\"percent total\")&&(f=a.formatPercent(p.sumR),w&&(f+=\" of total\"),g.push(f))}return g.join(\"<br>\")}(e,r,n,i):g.getValue(s.text,r);return g.coerceString(y,o)}(L,n,i,T,A);w=function(t,e){var r=g.getValue(t.textposition,e);return g.coerceEnumerated(x,r)}(P,i);var D=\"stack\"===m.mode||\"relative\"===m.mode,R=n[i],F=!D||R._outmost;if(!O||\"none\"===w||(R.isBlank||s===c||f===p)&&(\"auto\"===w||\"inside\"===w))return void r.select(\"text\").remove();var B=L.font,N=d.getBarColor(n[i],P),j=d.getInsideTextFont(P,i,B,N),U=d.getOutsideTextFont(P,i,B),V=r.datum();z?\"log\"===T.type&&V.s0<=0&&(s=T.range[0]<T.range[1]?0:T._length):\"log\"===A.type&&V.s0<=0&&(f=A.range[0]<A.range[1]?A._length:0);var q,H,G,Y,W,X=Math.abs(c-s)-2*_,Z=Math.abs(p-f)-2*_;\"outside\"===w&&(F||R.hasB||(w=\"inside\"));if(\"auto\"===w)if(F){w=\"inside\",W=a.ensureUniformFontSize(t,j),q=I(r,O,W),H=l.bBox(q.node()),G=H.width,Y=H.height;var J=G<=X&&Y<=Z,K=G<=Z&&Y<=X,Q=z?X>=G*(Z/Y):Z>=Y*(X/G);G>0&&Y>0&&(J||K||Q)?w=\"inside\":(w=\"outside\",q.remove(),q=null)}else w=\"inside\";if(!q){W=a.ensureUniformFontSize(t,\"outside\"===w?U:j);var $=(q=I(r,O,W)).attr(\"transform\");if(q.attr(\"transform\",\"\"),H=l.bBox(q.node()),G=H.width,Y=H.height,q.attr(\"transform\",$),G<=0||Y<=0)return void q.remove()}var tt,et,rt=P.textangle;\"outside\"===w?(et=\"both\"===P.constraintext||\"outside\"===P.constraintext,tt=function(t,e,r,n,i,a){var o,s=!!a.isHorizontal,l=!!a.constrained,c=a.angle||0,u=i.width,f=i.height,h=Math.abs(e-t),p=Math.abs(n-r);o=s?p>2*_?_:0:h>2*_?_:0;var d=1;l&&(d=s?Math.min(1,p/f):Math.min(1,h/u));var g=S(c),m=E(i,g),v=(s?m.x:m.y)/2,y=(i.left+i.right)/2,x=(i.top+i.bottom)/2,b=(t+e)/2,w=(r+n)/2,T=0,M=0,A=s?k(e,t):k(r,n);s?(b=e-A*o,T=A*v):(w=n+A*o,M=-A*v);return{textX:y,textY:x,targetX:b,targetY:w,anchorX:T,anchorY:M,scale:d,rotate:g}}(s,c,f,p,H,{isHorizontal:z,constrained:et,angle:rt})):(et=\"both\"===P.constraintext||\"inside\"===P.constraintext,tt=C(s,c,f,p,H,{isHorizontal:z,constrained:et,angle:rt,anchor:P.insidetextanchor}));tt.fontSize=W.size,h(P.type,tt,L),R.transform=tt,M(q,L,m,v).attr(\"transform\",a.getTextTransform(tt))}(t,e,P,r,p,B,N,j,U,m,v),e.layerClipId&&l.hideOutsideRangePoint(c,P.select(\"text\"),w,L,f.xcalendar,f.ycalendar)}));var j=!1===f.cliponaxis;l.setClipUrl(c,j?null:e.layerClipId,t)}));c.getComponentMethod(\"errorbars\",\"plot\")(t,P,e,m)},toMoveInsideBar:C}},{\"../../components/color\":643,\"../../components/drawing\":665,\"../../components/fx/helpers\":679,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../../plots/cartesian/axes\":828,\"../../registry\":911,\"./attributes\":921,\"./constants\":923,\"./helpers\":927,\"./style\":935,\"./uniform_text\":937,d3:169,\"fast-isnumeric\":241}],933:[function(t,e,r){\"use strict\";function n(t,e,r,n,i){var a=e.c2p(n?t.s0:t.p0,!0),o=e.c2p(n?t.s1:t.p1,!0),s=r.c2p(n?t.p0:t.s0,!0),l=r.c2p(n?t.p1:t.s1,!0);return i?[(a+o)/2,(s+l)/2]:n?[o,(s+l)/2]:[(a+o)/2,l]}e.exports=function(t,e){var r,i=t.cd,a=t.xaxis,o=t.yaxis,s=i[0].trace,l=\"funnel\"===s.type,c=\"h\"===s.orientation,u=[];if(!1===e)for(r=0;r<i.length;r++)i[r].selected=0;else for(r=0;r<i.length;r++){var f=i[r],h=\"ct\"in f?f.ct:n(f,a,o,c,l);e.contains(h,!1,r,t)?(u.push({pointNumber:r,x:a.c2d(f.x),y:o.c2d(f.y)}),f.selected=1):f.selected=0}return u}},{}],934:[function(t,e,r){\"use strict\";e.exports=a;var n=t(\"../../lib\").distinctVals,i=t(\"../../constants/numerical\").BADNUM;function a(t,e){this.traces=t,this.sepNegVal=e.sepNegVal,this.overlapNoMerge=e.overlapNoMerge;for(var r=1/0,a=[],o=0;o<t.length;o++){for(var s=t[o],l=0;l<s.length;l++){var c=s[l];c.p!==i&&a.push(c.p)}s[0]&&s[0].width1&&(r=Math.min(s[0].width1,r))}this.positions=a;var u=n(a,{unitMinDiff:e.unitMinDiff});this.distinctPositions=u.vals,1===u.vals.length&&r!==1/0?this.minDiff=r:this.minDiff=Math.min(u.minDiff,r),this.binWidth=this.minDiff,this.bins={}}a.prototype.put=function(t,e){var r=this.getLabel(t,e),n=this.bins[r]||0;return this.bins[r]=n+e,n},a.prototype.get=function(t,e){var r=this.getLabel(t,e);return this.bins[r]||0},a.prototype.getLabel=function(t,e){return(e<0&&this.sepNegVal?\"v\":\"^\")+(this.overlapNoMerge?t:Math.round(t/this.binWidth))}},{\"../../constants/numerical\":753,\"../../lib\":778}],935:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/color\"),a=t(\"../../components/drawing\"),o=t(\"../../lib\"),s=t(\"../../registry\"),l=t(\"./uniform_text\").resizeText,c=t(\"./attributes\"),u=c.textfont,f=c.insidetextfont,h=c.outsidetextfont,p=t(\"./helpers\");function d(t,e,r){a.pointStyle(t.selectAll(\"path\"),e,r),g(t,e,r)}function g(t,e,r){t.selectAll(\"text\").each((function(t){var i=n.select(this),s=o.ensureUniformFontSize(r,m(i,t,e,r));a.font(i,s)}))}function m(t,e,r,n){var i=n._fullLayout.font,a=r.textfont;if(t.classed(\"bartext-inside\")){var o=_(e,r);a=y(r,e.i,i,o)}else t.classed(\"bartext-outside\")&&(a=x(r,e.i,i));return a}function v(t,e,r){return b(u,t.textfont,e,r)}function y(t,e,r,n){var a=v(t,e,r);return(void 0===t._input.textfont||void 0===t._input.textfont.color||Array.isArray(t.textfont.color)&&void 0===t.textfont.color[e])&&(a={color:i.contrast(n),family:a.family,size:a.size}),b(f,t.insidetextfont,e,a)}function x(t,e,r){var n=v(t,e,r);return b(h,t.outsidetextfont,e,n)}function b(t,e,r,n){e=e||{};var i=p.getValue(e.family,r),a=p.getValue(e.size,r),o=p.getValue(e.color,r);return{family:p.coerceString(t.family,i,n.family),size:p.coerceNumber(t.size,a,n.size),color:p.coerceColor(t.color,o,n.color)}}function _(t,e){return\"waterfall\"===e.type?e[t.dir].marker.color:t.mc||e.marker.color}e.exports={style:function(t){var e=n.select(t).selectAll(\"g.barlayer\").selectAll(\"g.trace\");l(t,e,\"bar\");var r=e.size(),i=t._fullLayout;e.style(\"opacity\",(function(t){return t[0].trace.opacity})).each((function(t){(\"stack\"===i.barmode&&r>1||0===i.bargap&&0===i.bargroupgap&&!t[0].trace.marker.line.width)&&n.select(this).attr(\"shape-rendering\",\"crispEdges\")})),e.selectAll(\"g.points\").each((function(e){d(n.select(this),e[0].trace,t)})),s.getComponentMethod(\"errorbars\",\"style\")(e)},styleTextPoints:g,styleOnSelect:function(t,e,r){var i=e[0].trace;i.selectedpoints?function(t,e,r){a.selectedPointStyle(t.selectAll(\"path\"),e),function(t,e,r){t.each((function(t){var i,s=n.select(this);if(t.selected){i=o.ensureUniformFontSize(r,m(s,t,e,r));var l=e.selected.textfont&&e.selected.textfont.color;l&&(i.color=l),a.font(s,i)}else a.selectedTextStyle(s,e)}))}(t.selectAll(\"text\"),e,r)}(r,i,t):(d(r,i,t),s.getComponentMethod(\"errorbars\",\"style\")(r))},getInsideTextFont:y,getOutsideTextFont:x,getBarColor:_,resizeText:l}},{\"../../components/color\":643,\"../../components/drawing\":665,\"../../lib\":778,\"../../registry\":911,\"./attributes\":921,\"./helpers\":927,\"./uniform_text\":937,d3:169}],936:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"../../components/colorscale/helpers\").hasColorscale,a=t(\"../../components/colorscale/defaults\");e.exports=function(t,e,r,o,s){r(\"marker.color\",o),i(t,\"marker\")&&a(t,e,s,r,{prefix:\"marker.\",cLetter:\"c\"}),r(\"marker.line.color\",n.defaultLine),i(t,\"marker.line\")&&a(t,e,s,r,{prefix:\"marker.line.\",cLetter:\"c\"}),r(\"marker.line.width\"),r(\"marker.opacity\"),r(\"selected.marker.color\"),r(\"unselected.marker.color\")}},{\"../../components/color\":643,\"../../components/colorscale/defaults\":653,\"../../components/colorscale/helpers\":654}],937:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\");function a(t){return\"_\"+t+\"Text_minsize\"}e.exports={recordMinTextSize:function(t,e,r){if(r.uniformtext.mode){var n=a(t),i=r.uniformtext.minsize,o=e.scale*e.fontSize;e.hide=o<i,r[n]=r[n]||1/0,e.hide||(r[n]=Math.min(r[n],Math.max(o,i)))}},clearMinTextSize:function(t,e){e[a(t)]=void 0},resizeText:function(t,e,r){var a=t._fullLayout,o=a[\"_\"+r+\"Text_minsize\"];if(o){var s,l=\"hide\"===a.uniformtext.mode;switch(r){case\"funnelarea\":case\"pie\":case\"sunburst\":s=\"g.slice\";break;case\"treemap\":s=\"g.slice, g.pathbar\";break;default:s=\"g.points > g.point\"}e.selectAll(s).each((function(t){var e=t.transform;e&&(e.scale=l&&e.hide?0:o/e.fontSize,n.select(this).select(\"text\").attr(\"transform\",i.getTextTransform(e)))}))}}}},{\"../../lib\":778,d3:169}],938:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../lib/extend\").extendFlat,a=t(\"../scatterpolar/attributes\"),o=t(\"../bar/attributes\");e.exports={r:a.r,theta:a.theta,r0:a.r0,dr:a.dr,theta0:a.theta0,dtheta:a.dtheta,thetaunit:a.thetaunit,base:i({},o.base,{}),offset:i({},o.offset,{}),width:i({},o.width,{}),text:i({},o.text,{}),hovertext:i({},o.hovertext,{}),marker:o.marker,hoverinfo:a.hoverinfo,hovertemplate:n(),selected:o.selected,unselected:o.unselected}},{\"../../lib/extend\":768,\"../../plots/template_attributes\":906,\"../bar/attributes\":921,\"../scatterpolar/attributes\":1261}],939:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/calc\"),a=t(\"../bar/arrays_to_calcdata\"),o=t(\"../bar/cross_trace_calc\").setGroupPositions,s=t(\"../scatter/calc_selection\"),l=t(\"../../registry\").traceIs,c=t(\"../../lib\").extendFlat;e.exports={calc:function(t,e){for(var r=t._fullLayout,o=e.subplot,l=r[o].radialaxis,c=r[o].angularaxis,u=l.makeCalcdata(e,\"r\"),f=c.makeCalcdata(e,\"theta\"),h=e._length,p=new Array(h),d=u,g=f,m=0;m<h;m++)p[m]={p:g[m],s:d[m]};function v(t){var r=e[t];void 0!==r&&(e[\"_\"+t]=Array.isArray(r)?c.makeCalcdata(e,t):c.d2c(r,e.thetaunit))}return\"linear\"===c.type&&(v(\"width\"),v(\"offset\")),n(e,\"marker\")&&i(t,e,{vals:e.marker.color,containerStr:\"marker\",cLetter:\"c\"}),n(e,\"marker.line\")&&i(t,e,{vals:e.marker.line.color,containerStr:\"marker.line\",cLetter:\"c\"}),a(p,e),s(p,e),p},crossTraceCalc:function(t,e,r){for(var n=t.calcdata,i=[],a=0;a<n.length;a++){var s=n[a],u=s[0].trace;!0===u.visible&&l(u,\"bar\")&&u.subplot===r&&i.push(s)}var f=c({},e.radialaxis,{_id:\"x\"}),h=e.angularaxis;o(t,h,f,i,{mode:e.barmode,norm:e.barnorm,gap:e.bargap,groupgap:e.bargroupgap})}}},{\"../../components/colorscale/calc\":651,\"../../components/colorscale/helpers\":654,\"../../lib\":778,\"../../registry\":911,\"../bar/arrays_to_calcdata\":920,\"../bar/cross_trace_calc\":924,\"../scatter/calc_selection\":1189}],940:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../scatterpolar/defaults\").handleRThetaDefaults,a=t(\"../bar/style_defaults\"),o=t(\"./attributes\");e.exports=function(t,e,r,s){function l(r,i){return n.coerce(t,e,o,r,i)}i(t,e,s,l)?(l(\"thetaunit\"),l(\"base\"),l(\"offset\"),l(\"width\"),l(\"text\"),l(\"hovertext\"),l(\"hovertemplate\"),a(t,e,l,r,s),n.coerceSelectionMarkerOpacity(e,l)):e.visible=!1}},{\"../../lib\":778,\"../bar/style_defaults\":936,\"../scatterpolar/defaults\":1263,\"./attributes\":938}],941:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx\"),i=t(\"../../lib\"),a=t(\"../bar/hover\").getTraceColor,o=i.fillText,s=t(\"../scatterpolar/hover\").makeHoverPointText,l=t(\"../../plots/polar/helpers\").isPtInsidePolygon;e.exports=function(t,e,r){var c=t.cd,u=c[0].trace,f=t.subplot,h=f.radialAxis,p=f.angularAxis,d=f.vangles,g=d?l:i.isPtInsideSector,m=t.maxHoverDistance,v=p._period||2*Math.PI,y=Math.abs(h.g2p(Math.sqrt(e*e+r*r))),x=Math.atan2(r,e);h.range[0]>h.range[1]&&(x+=Math.PI);if(n.getClosest(c,(function(t){return g(y,x,[t.rp0,t.rp1],[t.thetag0,t.thetag1],d)?m+Math.min(1,Math.abs(t.thetag1-t.thetag0)/v)-1+(t.rp1-y)/(t.rp1-t.rp0)-1:1/0}),t),!1!==t.index){var b=c[t.index];t.x0=t.x1=b.ct[0],t.y0=t.y1=b.ct[1];var _=i.extendFlat({},b,{r:b.s,theta:b.p});return o(b,u,t),s(_,u,f,t),t.hovertemplate=u.hovertemplate,t.color=a(u,b),t.xLabelVal=t.yLabelVal=void 0,b.s<0&&(t.idealAlign=\"left\"),[t]}}},{\"../../components/fx\":683,\"../../lib\":778,\"../../plots/polar/helpers\":893,\"../bar/hover\":928,\"../scatterpolar/hover\":1265}],942:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"barpolar\",basePlotModule:t(\"../../plots/polar\"),categories:[\"polar\",\"bar\",\"showLegend\"],attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"../scatterpolar/format_labels\"),style:t(\"../bar/style\").style,styleOnSelect:t(\"../bar/style\").styleOnSelect,hoverPoints:t(\"./hover\"),selectPoints:t(\"../bar/select\"),meta:{}}},{\"../../plots/polar\":894,\"../bar/select\":933,\"../bar/style\":935,\"../scatter/marker_colorbar\":1205,\"../scatterpolar/format_labels\":1264,\"./attributes\":938,\"./calc\":939,\"./defaults\":940,\"./hover\":941,\"./layout_attributes\":943,\"./layout_defaults\":944,\"./plot\":945}],943:[function(t,e,r){\"use strict\";e.exports={barmode:{valType:\"enumerated\",values:[\"stack\",\"overlay\"],dflt:\"stack\",editType:\"calc\"},bargap:{valType:\"number\",dflt:.1,min:0,max:1,editType:\"calc\"}}},{}],944:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e,r){var a,o={};function s(r,o){return n.coerce(t[a]||{},e[a],i,r,o)}for(var l=0;l<r.length;l++){var c=r[l];\"barpolar\"===c.type&&!0===c.visible&&(o[a=c.subplot]||(s(\"barmode\"),s(\"bargap\"),o[a]=1))}}},{\"../../lib\":778,\"./layout_attributes\":943}],945:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"fast-isnumeric\"),a=t(\"../../lib\"),o=t(\"../../components/drawing\"),s=t(\"../../plots/polar/helpers\");e.exports=function(t,e,r){var l=e.xaxis,c=e.yaxis,u=e.radialAxis,f=e.angularAxis,h=function(t){var e=t.cxx,r=t.cyy;if(t.vangles)return function(n,i,o,l){var c,u;a.angleDelta(o,l)>0?(c=o,u=l):(c=l,u=o);var f=[s.findEnclosingVertexAngles(c,t.vangles)[0],(c+u)/2,s.findEnclosingVertexAngles(u,t.vangles)[1]];return s.pathPolygonAnnulus(n,i,c,u,f,e,r)};return function(t,n,i,o){return a.pathAnnulus(t,n,i,o,e,r)}}(e),p=e.layers.frontplot.select(\"g.barlayer\");a.makeTraceGroups(p,r,\"trace bars\").each((function(){var r=n.select(this),s=a.ensureSingle(r,\"g\",\"points\").selectAll(\"g.point\").data(a.identity);s.enter().append(\"g\").style(\"vector-effect\",\"non-scaling-stroke\").style(\"stroke-miterlimit\",2).classed(\"point\",!0),s.exit().remove(),s.each((function(t){var e,r=n.select(this),o=t.rp0=u.c2p(t.s0),s=t.rp1=u.c2p(t.s1),p=t.thetag0=f.c2g(t.p0),d=t.thetag1=f.c2g(t.p1);if(i(o)&&i(s)&&i(p)&&i(d)&&o!==s&&p!==d){var g=u.c2g(t.s1),m=(p+d)/2;t.ct=[l.c2p(g*Math.cos(m)),c.c2p(g*Math.sin(m))],e=h(o,s,p,d)}else e=\"M0,0Z\";a.ensureSingle(r,\"path\").attr(\"d\",e)})),o.setClipUrl(r,e._hasClipOnAxisFalse?e.clipIds.forTraces:null,t)}))}},{\"../../components/drawing\":665,\"../../lib\":778,\"../../plots/polar/helpers\":893,d3:169,\"fast-isnumeric\":241}],946:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\"),i=t(\"../bar/attributes\"),a=t(\"../../components/color/attributes\"),o=t(\"../../plots/template_attributes\").hovertemplateAttrs,s=t(\"../../lib/extend\").extendFlat,l=n.marker,c=l.line;e.exports={y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},x0:{valType:\"any\",editType:\"calc+clearAxisTypes\"},y0:{valType:\"any\",editType:\"calc+clearAxisTypes\"},dx:{valType:\"number\",editType:\"calc\"},dy:{valType:\"number\",editType:\"calc\"},xperiod:n.xperiod,yperiod:n.yperiod,xperiod0:n.xperiod0,yperiod0:n.yperiod0,xperiodalignment:n.xperiodalignment,yperiodalignment:n.yperiodalignment,name:{valType:\"string\",editType:\"calc+clearAxisTypes\"},q1:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},median:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},q3:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},lowerfence:{valType:\"data_array\",editType:\"calc\"},upperfence:{valType:\"data_array\",editType:\"calc\"},notched:{valType:\"boolean\",editType:\"calc\"},notchwidth:{valType:\"number\",min:0,max:.5,dflt:.25,editType:\"calc\"},notchspan:{valType:\"data_array\",editType:\"calc\"},boxpoints:{valType:\"enumerated\",values:[\"all\",\"outliers\",\"suspectedoutliers\",!1],editType:\"calc\"},jitter:{valType:\"number\",min:0,max:1,editType:\"calc\"},pointpos:{valType:\"number\",min:-2,max:2,editType:\"calc\"},boxmean:{valType:\"enumerated\",values:[!0,\"sd\",!1],editType:\"calc\"},mean:{valType:\"data_array\",editType:\"calc\"},sd:{valType:\"data_array\",editType:\"calc\"},orientation:{valType:\"enumerated\",values:[\"v\",\"h\"],editType:\"calc+clearAxisTypes\"},quartilemethod:{valType:\"enumerated\",values:[\"linear\",\"exclusive\",\"inclusive\"],dflt:\"linear\",editType:\"calc\"},width:{valType:\"number\",min:0,dflt:0,editType:\"calc\"},marker:{outliercolor:{valType:\"color\",dflt:\"rgba(0, 0, 0, 0)\",editType:\"style\"},symbol:s({},l.symbol,{arrayOk:!1,editType:\"plot\"}),opacity:s({},l.opacity,{arrayOk:!1,dflt:1,editType:\"style\"}),size:s({},l.size,{arrayOk:!1,editType:\"calc\"}),color:s({},l.color,{arrayOk:!1,editType:\"style\"}),line:{color:s({},c.color,{arrayOk:!1,dflt:a.defaultLine,editType:\"style\"}),width:s({},c.width,{arrayOk:!1,dflt:0,editType:\"style\"}),outliercolor:{valType:\"color\",editType:\"style\"},outlierwidth:{valType:\"number\",min:0,dflt:1,editType:\"style\"},editType:\"style\"},editType:\"plot\"},line:{color:{valType:\"color\",editType:\"style\"},width:{valType:\"number\",min:0,dflt:2,editType:\"style\"},editType:\"plot\"},fillcolor:n.fillcolor,whiskerwidth:{valType:\"number\",min:0,max:1,dflt:.5,editType:\"calc\"},offsetgroup:i.offsetgroup,alignmentgroup:i.alignmentgroup,selected:{marker:n.selected.marker,editType:\"style\"},unselected:{marker:n.unselected.marker,editType:\"style\"},text:s({},n.text,{}),hovertext:s({},n.hovertext,{}),hovertemplate:o({}),hoveron:{valType:\"flaglist\",flags:[\"boxes\",\"points\"],dflt:\"boxes+points\",editType:\"style\"}}},{\"../../components/color/attributes\":642,\"../../lib/extend\":768,\"../../plots/template_attributes\":906,\"../bar/attributes\":921,\"../scatter/attributes\":1187}],947:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../plots/cartesian/align_period\"),o=t(\"../../lib\"),s=t(\"../../constants/numerical\").BADNUM,l=o._;e.exports=function(t,e){var r,c,y,x,b,_,w,T=t._fullLayout,k=i.getFromId(t,e.xaxis||\"x\"),M=i.getFromId(t,e.yaxis||\"y\"),A=[],S=\"violin\"===e.type?\"_numViolins\":\"_numBoxes\";\"h\"===e.orientation?(y=k,x=\"x\",b=M,_=\"y\",w=!!e.yperiodalignment):(y=M,x=\"y\",b=k,_=\"x\",w=!!e.xperiodalignment);var E,C,L,I,P,z,O=function(t,e,r,i){var s,l=e+\"0\"in t,c=\"d\"+e in t;if(e in t||l&&c){var u=r.makeCalcdata(t,e);return[a(t,r,e,u),u]}s=l?t[e+\"0\"]:\"name\"in t&&(\"category\"===r.type||n(t.name)&&-1!==[\"linear\",\"log\"].indexOf(r.type)||o.isDateTime(t.name)&&\"date\"===r.type)?t.name:i;for(var f=\"multicategory\"===r.type?r.r2c_just_indices(s):r.d2c(s,0,t[e+\"calendar\"]),h=t._length,p=new Array(h),d=0;d<h;d++)p[d]=f;return[p]}(e,_,b,T[S]),D=O[0],R=O[1],F=o.distinctVals(D),B=F.vals,N=F.minDiff/2,j=\"all\"===(e.boxpoints||e.points)?o.identity:function(t){return t.v<E.lf||t.v>E.uf};if(e._hasPreCompStats){var U=e[x],V=function(t){return y.d2c((e[t]||[])[r])},q=1/0,H=-1/0;for(r=0;r<e._length;r++){var G=D[r];if(n(G)){if((E={}).pos=E[_]=G,w&&R&&(E.orig_p=R[r]),E.q1=V(\"q1\"),E.med=V(\"median\"),E.q3=V(\"q3\"),C=[],U&&o.isArrayOrTypedArray(U[r]))for(c=0;c<U[r].length;c++)(z=y.d2c(U[r][c]))!==s&&(u(P={v:z,i:[r,c]},e,[r,c]),C.push(P));if(E.pts=C.sort(f),I=(L=E[x]=C.map(h)).length,E.med!==s&&E.q1!==s&&E.q3!==s&&E.med>=E.q1&&E.q3>=E.med){var Y=V(\"lowerfence\");E.lf=Y!==s&&Y<=E.q1?Y:p(E,L,I);var W=V(\"upperfence\");E.uf=W!==s&&W>=E.q3?W:d(E,L,I);var X=V(\"mean\");E.mean=X!==s?X:I?o.mean(L,I):(E.q1+E.q3)/2;var Z=V(\"sd\");E.sd=X!==s&&Z>=0?Z:I?o.stdev(L,I,E.mean):E.q3-E.q1,E.lo=g(E),E.uo=m(E);var J=V(\"notchspan\");J=J!==s&&J>0?J:v(E,I),E.ln=E.med-J,E.un=E.med+J;var K=E.lf,Q=E.uf;e.boxpoints&&L.length&&(K=Math.min(K,L[0]),Q=Math.max(Q,L[I-1])),e.notched&&(K=Math.min(K,E.ln),Q=Math.max(Q,E.un)),E.min=K,E.max=Q}else{var $;o.warn([\"Invalid input - make sure that q1 <= median <= q3\",\"q1 = \"+E.q1,\"median = \"+E.med,\"q3 = \"+E.q3].join(\"\\n\")),$=E.med!==s?E.med:E.q1!==s?E.q3!==s?(E.q1+E.q3)/2:E.q1:E.q3!==s?E.q3:0,E.med=$,E.q1=E.q3=$,E.lf=E.uf=$,E.mean=E.sd=$,E.ln=E.un=$,E.min=E.max=$}q=Math.min(q,E.min),H=Math.max(H,E.max),E.pts2=C.filter(j),A.push(E)}}e._extremes[y._id]=i.findExtremes(y,[q,H],{padded:!0})}else{var tt=y.makeCalcdata(e,x),et=function(t,e){for(var r=t.length,n=new Array(r+1),i=0;i<r;i++)n[i]=t[i]-e;return n[r]=t[r-1]+e,n}(B,N),rt=B.length,nt=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=[];return e}(rt);for(r=0;r<e._length;r++)if(z=tt[r],n(z)){var it=o.findBin(D[r],et);it>=0&&it<rt&&(u(P={v:z,i:r},e,r),nt[it].push(P))}var at=1/0,ot=-1/0,st=e.quartilemethod,lt=\"exclusive\"===st,ct=\"inclusive\"===st;for(r=0;r<rt;r++)if(nt[r].length>0){var ut,ft;if((E={}).pos=E[_]=B[r],C=E.pts=nt[r].sort(f),I=(L=E[x]=C.map(h)).length,E.min=L[0],E.max=L[I-1],E.mean=o.mean(L,I),E.sd=o.stdev(L,I,E.mean),E.med=o.interp(L,.5),I%2&&(lt||ct))lt?(ut=L.slice(0,I/2),ft=L.slice(I/2+1)):ct&&(ut=L.slice(0,I/2+1),ft=L.slice(I/2)),E.q1=o.interp(ut,.5),E.q3=o.interp(ft,.5);else E.q1=o.interp(L,.25),E.q3=o.interp(L,.75);E.lf=p(E,L,I),E.uf=d(E,L,I),E.lo=g(E),E.uo=m(E);var ht=v(E,I);E.ln=E.med-ht,E.un=E.med+ht,at=Math.min(at,E.ln),ot=Math.max(ot,E.un),E.pts2=C.filter(j),A.push(E)}e._extremes[y._id]=i.findExtremes(y,e.notched?tt.concat([at,ot]):tt,{padded:!0})}return function(t,e){if(o.isArrayOrTypedArray(e.selectedpoints))for(var r=0;r<t.length;r++){for(var n=t[r].pts||[],i={},a=0;a<n.length;a++)i[n[a].i]=a;o.tagSelected(n,e,i)}}(A,e),A.length>0?(A[0].t={num:T[S],dPos:N,posLetter:_,valLetter:x,labels:{med:l(t,\"median:\"),min:l(t,\"min:\"),q1:l(t,\"q1:\"),q3:l(t,\"q3:\"),max:l(t,\"max:\"),mean:\"sd\"===e.boxmean?l(t,\"mean \\xb1 \\u03c3:\"):l(t,\"mean:\"),lf:l(t,\"lower fence:\"),uf:l(t,\"upper fence:\")}},T[S]++,A):[{t:{empty:!0}}]};var c={text:\"tx\",hovertext:\"htx\"};function u(t,e,r){for(var n in c)o.isArrayOrTypedArray(e[n])&&(Array.isArray(r)?o.isArrayOrTypedArray(e[n][r[0]])&&(t[c[n]]=e[n][r[0]][r[1]]):t[c[n]]=e[n][r])}function f(t,e){return t.v-e.v}function h(t){return t.v}function p(t,e,r){return 0===r?t.q1:Math.min(t.q1,e[Math.min(o.findBin(2.5*t.q1-1.5*t.q3,e,!0)+1,r-1)])}function d(t,e,r){return 0===r?t.q3:Math.max(t.q3,e[Math.max(o.findBin(2.5*t.q3-1.5*t.q1,e),0)])}function g(t){return 4*t.q1-3*t.q3}function m(t){return 4*t.q3-3*t.q1}function v(t,e){return 0===e?0:1.57*(t.q3-t.q1)/Math.sqrt(e)}},{\"../../constants/numerical\":753,\"../../lib\":778,\"../../plots/cartesian/align_period\":825,\"../../plots/cartesian/axes\":828,\"fast-isnumeric\":241}],948:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\"),i=t(\"../../lib\"),a=t(\"../../plots/cartesian/constraints\").getAxisGroup,o=[\"v\",\"h\"];function s(t,e,r,o){var s,l,c,u=e.calcdata,f=e._fullLayout,h=o._id,p=h.charAt(0),d=[],g=0;for(s=0;s<r.length;s++)for(c=u[r[s]],l=0;l<c.length;l++)d.push(o.c2l(c[l].pos,!0)),g+=(c[l].pts2||[]).length;if(d.length){var m=i.distinctVals(d,{unitMinDiff:\"category\"===o.type||\"multicategory\"===o.type}),v=m.minDiff/2;n.minDtick(o,m.minDiff,m.vals[0],!0);var y=f[\"violin\"===t?\"_numViolins\":\"_numBoxes\"],x=\"group\"===f[t+\"mode\"]&&y>1,b=1-f[t+\"gap\"],_=1-f[t+\"groupgap\"];for(s=0;s<r.length;s++){var w,T,k,M,A,S,E=(c=u[r[s]])[0].trace,C=c[0].t,L=E.width,I=E.side;if(L)w=T=M=L/2,k=0;else if(w=v,x){var P=a(f,o._id)+E.orientation,z=(f._alignmentOpts[P]||{})[E.alignmentgroup]||{},O=Object.keys(z.offsetGroups||{}).length,D=O||y;T=w*b*_/D,k=2*w*(((O?E._offsetIndex:C.num)+.5)/D-.5)*b,M=w*b/D}else T=w*b*_,k=0,M=w;C.dPos=w,C.bPos=k,C.bdPos=T,C.wHover=M;var R,F,B,N,j,U,V=k+T,q=Boolean(L);if(\"positive\"===I?(A=w*(L?1:.5),R=V,S=R=k):\"negative\"===I?(A=R=k,S=w*(L?1:.5),F=V):(A=S=w,R=F=V),(E.boxpoints||E.points)&&g>0){var H=E.pointpos,G=E.jitter,Y=E.marker.size/2,W=0;H+G>=0&&((W=V*(H+G))>A?(q=!0,j=Y,B=W):W>R&&(j=Y,B=A)),W<=A&&(B=A);var X=0;H-G<=0&&((X=-V*(H-G))>S?(q=!0,U=Y,N=X):X>F&&(U=Y,N=S)),X<=S&&(N=S)}else B=A,N=S;var Z=new Array(c.length);for(l=0;l<c.length;l++)Z[l]=c[l].pos;E._extremes[h]=n.findExtremes(o,Z,{padded:q,vpadminus:N,vpadplus:B,vpadLinearized:!0,ppadminus:{x:U,y:j}[p],ppadplus:{x:j,y:U}[p]})}}}e.exports={crossTraceCalc:function(t,e){for(var r=t.calcdata,n=e.xaxis,i=e.yaxis,a=0;a<o.length;a++){for(var l=o[a],c=\"h\"===l?i:n,u=[],f=0;f<r.length;f++){var h=r[f],p=h[0].t,d=h[0].trace;!0!==d.visible||\"box\"!==d.type&&\"candlestick\"!==d.type||p.empty||(d.orientation||\"v\")!==l||d.xaxis!==n._id||d.yaxis!==i._id||u.push(f)}s(\"box\",t,u,c)}},setPositionOffset:s}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"../../plots/cartesian/constraints\":835}],949:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../registry\"),a=t(\"../../components/color\"),o=t(\"../scatter/period_defaults\"),s=t(\"../bar/defaults\").handleGroupingDefaults,l=t(\"../../plots/cartesian/axis_autotype\"),c=t(\"./attributes\");function u(t,e,r,a){function o(t){var e=0;return t&&t.length&&(e+=1,n.isArrayOrTypedArray(t[0])&&t[0].length&&(e+=1)),e}function s(e){return n.validate(t[e],c[e])}var u,f=r(\"y\"),h=r(\"x\");if(\"box\"===e.type){var p=r(\"q1\"),d=r(\"median\"),g=r(\"q3\");e._hasPreCompStats=p&&p.length&&d&&d.length&&g&&g.length,u=Math.min(n.minRowLength(p),n.minRowLength(d),n.minRowLength(g))}var m,v,y=o(f),x=o(h),b=y&&n.minRowLength(f),_=x&&n.minRowLength(h),w=a.calendar,T={autotypenumbers:a.autotypenumbers};if(e._hasPreCompStats)switch(String(x)+String(y)){case\"00\":var k=s(\"x0\")||s(\"dx\");m=(s(\"y0\")||s(\"dy\"))&&!k?\"h\":\"v\",v=u;break;case\"10\":m=\"v\",v=Math.min(u,_);break;case\"20\":m=\"h\",v=Math.min(u,h.length);break;case\"01\":m=\"h\",v=Math.min(u,b);break;case\"02\":m=\"v\",v=Math.min(u,f.length);break;case\"12\":m=\"v\",v=Math.min(u,_,f.length);break;case\"21\":m=\"h\",v=Math.min(u,h.length,b);break;case\"11\":v=0;break;case\"22\":var M,A=!1;for(M=0;M<h.length;M++)if(\"category\"===l(h[M],w,T)){A=!0;break}if(A)m=\"v\",v=Math.min(u,_,f.length);else{for(M=0;M<f.length;M++)if(\"category\"===l(f[M],w,T)){A=!0;break}A?(m=\"h\",v=Math.min(u,h.length,b)):(m=\"v\",v=Math.min(u,_,f.length))}}else y>0?(m=\"v\",v=x>0?Math.min(_,b):Math.min(b)):x>0?(m=\"h\",v=Math.min(_)):v=0;if(v){e._length=v;var S=r(\"orientation\",m);e._hasPreCompStats?\"v\"===S&&0===x?(r(\"x0\",0),r(\"dx\",1)):\"h\"===S&&0===y&&(r(\"y0\",0),r(\"dy\",1)):\"v\"===S&&0===x?r(\"x0\"):\"h\"===S&&0===y&&r(\"y0\"),i.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\",\"y\"],a)}else e.visible=!1}function f(t,e,r,i){var a=i.prefix,o=n.coerce2(t,e,c,\"marker.outliercolor\"),s=r(\"marker.line.outliercolor\"),l=\"outliers\";e._hasPreCompStats?l=\"all\":(o||s)&&(l=\"suspectedoutliers\");var u=r(a+\"points\",l);u?(r(\"jitter\",\"all\"===u?.3:0),r(\"pointpos\",\"all\"===u?-1.5:0),r(\"marker.symbol\"),r(\"marker.opacity\"),r(\"marker.size\"),r(\"marker.color\",e.line.color),r(\"marker.line.color\"),r(\"marker.line.width\"),\"suspectedoutliers\"===u&&(r(\"marker.line.outliercolor\",e.marker.color),r(\"marker.line.outlierwidth\")),r(\"selected.marker.color\"),r(\"unselected.marker.color\"),r(\"selected.marker.size\"),r(\"unselected.marker.size\"),r(\"text\"),r(\"hovertext\")):delete e.marker;var f=r(\"hoveron\");\"all\"!==f&&-1===f.indexOf(\"points\")||r(\"hovertemplate\"),n.coerceSelectionMarkerOpacity(e,r)}e.exports={supplyDefaults:function(t,e,r,i){function s(r,i){return n.coerce(t,e,c,r,i)}if(u(t,e,s,i),!1!==e.visible){o(t,e,i,s);var l=e._hasPreCompStats;l&&(s(\"lowerfence\"),s(\"upperfence\")),s(\"line.color\",(t.marker||{}).color||r),s(\"line.width\"),s(\"fillcolor\",a.addOpacity(e.line.color,.5));var h=!1;if(l){var p=s(\"mean\"),d=s(\"sd\");p&&p.length&&(h=!0,d&&d.length&&(h=\"sd\"))}s(\"boxmean\",h),s(\"whiskerwidth\"),s(\"width\"),s(\"quartilemethod\");var g=!1;if(l){var m=s(\"notchspan\");m&&m.length&&(g=!0)}else n.validate(t.notchwidth,c.notchwidth)&&(g=!0);s(\"notched\",g)&&s(\"notchwidth\"),f(t,e,s,{prefix:\"box\"})}},crossTraceDefaults:function(t,e){var r,i;function a(t){return n.coerce(i._input,i,c,t)}for(var o=0;o<t.length;o++){var l=(i=t[o]).type;\"box\"!==l&&\"violin\"!==l||(r=i._input,\"group\"===e[l+\"mode\"]&&s(r,i,e,a))}},handleSampleDefaults:u,handlePointsDefaults:f}},{\"../../components/color\":643,\"../../lib\":778,\"../../plots/cartesian/axis_autotype\":829,\"../../registry\":911,\"../bar/defaults\":925,\"../scatter/period_defaults\":1207,\"./attributes\":946}],950:[function(t,e,r){\"use strict\";e.exports=function(t,e){return e.hoverOnBox&&(t.hoverOnBox=e.hoverOnBox),\"xVal\"in e&&(t.x=e.xVal),\"yVal\"in e&&(t.y=e.yVal),e.xa&&(t.xaxis=e.xa),e.ya&&(t.yaxis=e.ya),t}},{}],951:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\"),i=t(\"../../lib\"),a=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=i.fillText;function l(t,e,r,s){var l,c,u,f,h,p,d,g,m,v,y,x,b,_,w=t.cd,T=t.xa,k=t.ya,M=w[0].trace,A=w[0].t,S=\"violin\"===M.type,E=[],C=A.bdPos,L=A.wHover,I=function(t){return u.c2l(t.pos)+A.bPos-u.c2l(p)};S&&\"both\"!==M.side?(\"positive\"===M.side&&(m=function(t){var e=I(t);return a.inbox(e,e+L,v)},x=C,b=0),\"negative\"===M.side&&(m=function(t){var e=I(t);return a.inbox(e-L,e,v)},x=0,b=C)):(m=function(t){var e=I(t);return a.inbox(e-L,e+L,v)},x=b=C),_=S?function(t){return a.inbox(t.span[0]-h,t.span[1]-h,v)}:function(t){return a.inbox(t.min-h,t.max-h,v)},\"h\"===M.orientation?(h=e,p=r,d=_,g=m,l=\"y\",u=k,c=\"x\",f=T):(h=r,p=e,d=m,g=_,l=\"x\",u=T,c=\"y\",f=k);var P=Math.min(1,C/Math.abs(u.r2c(u.range[1])-u.r2c(u.range[0])));function z(t){return(d(t)+g(t))/2}v=t.maxHoverDistance-P,y=t.maxSpikeDistance-P;var O=a.getDistanceFunction(s,d,g,z);if(a.getClosest(w,O,t),!1===t.index)return[];var D=w[t.index],R=M.line.color,F=(M.marker||{}).color;o.opacity(R)&&M.line.width?t.color=R:o.opacity(F)&&M.boxpoints?t.color=F:t.color=M.fillcolor,t[l+\"0\"]=u.c2p(D.pos+A.bPos-b,!0),t[l+\"1\"]=u.c2p(D.pos+A.bPos+x,!0),t[l+\"LabelVal\"]=void 0!==D.orig_p?D.orig_p:D.pos;var B=l+\"Spike\";t.spikeDistance=z(D)*y/v,t[B]=u.c2p(D.pos,!0);var N={},j=[\"med\",\"q1\",\"q3\",\"min\",\"max\"];(M.boxmean||(M.meanline||{}).visible)&&j.push(\"mean\"),(M.boxpoints||M.points)&&j.push(\"lf\",\"uf\");for(var U=0;U<j.length;U++){var V=j[U];if(V in D&&!(D[V]in N)){N[D[V]]=!0;var q=D[V],H=f.c2p(q,!0),G=i.extendFlat({},t);G.attr=V,G[c+\"0\"]=G[c+\"1\"]=H,G[c+\"LabelVal\"]=q,G[c+\"Label\"]=(A.labels?A.labels[V]+\" \":\"\")+n.hoverLabelText(f,q),G.hoverOnBox=!0,\"mean\"===V&&\"sd\"in D&&\"sd\"===M.boxmean&&(G[c+\"err\"]=D.sd),t.name=\"\",t.spikeDistance=void 0,t[B]=void 0,G.hovertemplate=!1,E.push(G)}}return E}function c(t,e,r){for(var n,o,l,c=t.cd,u=t.xa,f=t.ya,h=c[0].trace,p=u.c2p(e),d=f.c2p(r),g=a.quadrature((function(t){var e=Math.max(3,t.mrc||0);return Math.max(Math.abs(u.c2p(t.x)-p)-e,1-3/e)}),(function(t){var e=Math.max(3,t.mrc||0);return Math.max(Math.abs(f.c2p(t.y)-d)-e,1-3/e)})),m=!1,v=0;v<c.length;v++){o=c[v];for(var y=0;y<(o.pts||[]).length;y++){var x=g(l=o.pts[y]);x<=t.distance&&(t.distance=x,m=[v,y])}}if(!m)return!1;l=(o=c[m[0]]).pts[m[1]];var b=u.c2p(l.x,!0),_=f.c2p(l.y,!0),w=l.mrc||1;n=i.extendFlat({},t,{index:l.i,color:(h.marker||{}).color,name:h.name,x0:b-w,x1:b+w,y0:_-w,y1:_+w,spikeDistance:t.distance,hovertemplate:h.hovertemplate});var T,k=o.orig_p,M=void 0!==k?k:o.pos;return\"h\"===h.orientation?(T=f,n.xLabelVal=l.x,n.yLabelVal=M):(T=u,n.xLabelVal=M,n.yLabelVal=l.y),n[T._id.charAt(0)+\"Spike\"]=T.c2p(o.pos,!0),s(l,h,n),n}e.exports={hoverPoints:function(t,e,r,n){var i,a=t.cd[0].trace.hoveron,o=[];return-1!==a.indexOf(\"boxes\")&&(o=o.concat(l(t,e,r,n))),-1!==a.indexOf(\"points\")&&(i=c(t,e,r)),\"closest\"===n?i?[i]:o:i?(o.push(i),o):o},hoverOnBoxes:l,hoverOnPoints:c}},{\"../../components/color\":643,\"../../components/fx\":683,\"../../lib\":778,\"../../plots/cartesian/axes\":828}],952:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,crossTraceDefaults:t(\"./defaults\").crossTraceDefaults,supplyLayoutDefaults:t(\"./layout_defaults\").supplyLayoutDefaults,calc:t(\"./calc\"),crossTraceCalc:t(\"./cross_trace_calc\").crossTraceCalc,plot:t(\"./plot\").plot,style:t(\"./style\").style,styleOnSelect:t(\"./style\").styleOnSelect,hoverPoints:t(\"./hover\").hoverPoints,eventData:t(\"./event_data\"),selectPoints:t(\"./select\"),moduleType:\"trace\",name:\"box\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"symbols\",\"oriented\",\"box-violin\",\"showLegend\",\"boxLayout\",\"zoomScale\"],meta:{}}},{\"../../plots/cartesian\":841,\"./attributes\":946,\"./calc\":947,\"./cross_trace_calc\":948,\"./defaults\":949,\"./event_data\":950,\"./hover\":951,\"./layout_attributes\":953,\"./layout_defaults\":954,\"./plot\":955,\"./select\":956,\"./style\":957}],953:[function(t,e,r){\"use strict\";e.exports={boxmode:{valType:\"enumerated\",values:[\"group\",\"overlay\"],dflt:\"overlay\",editType:\"calc\"},boxgap:{valType:\"number\",min:0,max:1,dflt:.3,editType:\"calc\"},boxgroupgap:{valType:\"number\",min:0,max:1,dflt:.3,editType:\"calc\"}}},{}],954:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"./layout_attributes\");function o(t,e,r,i,a){for(var o=a+\"Layout\",s=!1,l=0;l<r.length;l++){var c=r[l];if(n.traceIs(c,o)){s=!0;break}}s&&(i(a+\"mode\"),i(a+\"gap\"),i(a+\"groupgap\"))}e.exports={supplyLayoutDefaults:function(t,e,r){o(0,0,r,(function(r,n){return i.coerce(t,e,a,r,n)}),\"box\")},_supply:o}},{\"../../lib\":778,\"../../registry\":911,\"./layout_attributes\":953}],955:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=t(\"../../components/drawing\");function o(t,e,r,a){var o,s,l=\"h\"===r.orientation,c=e.val,u=e.pos,f=!!u.rangebreaks,h=a.bPos,p=a.wdPos||0,d=a.bPosPxOffset||0,g=r.whiskerwidth||0,m=r.notched||!1,v=m?1-2*r.notchwidth:1;Array.isArray(a.bdPos)?(o=a.bdPos[0],s=a.bdPos[1]):(o=a.bdPos,s=a.bdPos);var y=t.selectAll(\"path.box\").data(\"violin\"!==r.type||r.box.visible?i.identity:[]);y.enter().append(\"path\").style(\"vector-effect\",\"non-scaling-stroke\").attr(\"class\",\"box\"),y.exit().remove(),y.each((function(t){if(t.empty)return\"M0,0Z\";var e=u.c2l(t.pos+h,!0),a=u.l2p(e-o)+d,y=u.l2p(e+s)+d,x=f?(a+y)/2:u.l2p(e)+d,b=r.whiskerwidth,_=f?a*b+(1-b)*x:u.l2p(e-p)+d,w=f?y*b+(1-b)*x:u.l2p(e+p)+d,T=u.l2p(e-o*v)+d,k=u.l2p(e+s*v)+d,M=c.c2p(t.q1,!0),A=c.c2p(t.q3,!0),S=i.constrain(c.c2p(t.med,!0),Math.min(M,A)+1,Math.max(M,A)-1),E=void 0===t.lf||!1===r.boxpoints,C=c.c2p(E?t.min:t.lf,!0),L=c.c2p(E?t.max:t.uf,!0),I=c.c2p(t.ln,!0),P=c.c2p(t.un,!0);l?n.select(this).attr(\"d\",\"M\"+S+\",\"+T+\"V\"+k+\"M\"+M+\",\"+a+\"V\"+y+(m?\"H\"+I+\"L\"+S+\",\"+k+\"L\"+P+\",\"+y:\"\")+\"H\"+A+\"V\"+a+(m?\"H\"+P+\"L\"+S+\",\"+T+\"L\"+I+\",\"+a:\"\")+\"ZM\"+M+\",\"+x+\"H\"+C+\"M\"+A+\",\"+x+\"H\"+L+(0===g?\"\":\"M\"+C+\",\"+_+\"V\"+w+\"M\"+L+\",\"+_+\"V\"+w)):n.select(this).attr(\"d\",\"M\"+T+\",\"+S+\"H\"+k+\"M\"+a+\",\"+M+\"H\"+y+(m?\"V\"+I+\"L\"+k+\",\"+S+\"L\"+y+\",\"+P:\"\")+\"V\"+A+\"H\"+a+(m?\"V\"+P+\"L\"+T+\",\"+S+\"L\"+a+\",\"+I:\"\")+\"ZM\"+x+\",\"+M+\"V\"+C+\"M\"+x+\",\"+A+\"V\"+L+(0===g?\"\":\"M\"+_+\",\"+C+\"H\"+w+\"M\"+_+\",\"+L+\"H\"+w))}))}function s(t,e,r,n){var o=e.x,s=e.y,l=n.bdPos,c=n.bPos,u=r.boxpoints||r.points;i.seedPseudoRandom();var f=t.selectAll(\"g.points\").data(u?function(t){return t.forEach((function(t){t.t=n,t.trace=r})),t}:[]);f.enter().append(\"g\").attr(\"class\",\"points\"),f.exit().remove();var h=f.selectAll(\"path\").data((function(t){var e,n,a=t.pts2,o=Math.max((t.max-t.min)/10,t.q3-t.q1),s=1e-9*o,f=.01*o,h=[],p=0;if(r.jitter){if(0===o)for(p=1,h=new Array(a.length),e=0;e<a.length;e++)h[e]=1;else for(e=0;e<a.length;e++){var d=Math.max(0,e-5),g=a[d].v,m=Math.min(a.length-1,e+5),v=a[m].v;\"all\"!==u&&(a[e].v<t.lf?v=Math.min(v,t.lf):g=Math.max(g,t.uf));var y=Math.sqrt(f*(m-d)/(v-g+s))||0;y=i.constrain(Math.abs(y),0,1),h.push(y),p=Math.max(y,p)}n=2*r.jitter/(p||1)}for(e=0;e<a.length;e++){var x=a[e],b=x.v,_=r.jitter?n*h[e]*(i.pseudoRandom()-.5):0,w=t.pos+c+l*(r.pointpos+_);\"h\"===r.orientation?(x.y=w,x.x=b):(x.x=w,x.y=b),\"suspectedoutliers\"===u&&b<t.uo&&b>t.lo&&(x.so=!0)}return a}));h.enter().append(\"path\").classed(\"point\",!0),h.exit().remove(),h.call(a.translatePoints,o,s)}function l(t,e,r,a){var o,s,l=e.val,c=e.pos,u=!!c.rangebreaks,f=a.bPos,h=a.bPosPxOffset||0,p=r.boxmean||(r.meanline||{}).visible;Array.isArray(a.bdPos)?(o=a.bdPos[0],s=a.bdPos[1]):(o=a.bdPos,s=a.bdPos);var d=t.selectAll(\"path.mean\").data(\"box\"===r.type&&r.boxmean||\"violin\"===r.type&&r.box.visible&&r.meanline.visible?i.identity:[]);d.enter().append(\"path\").attr(\"class\",\"mean\").style({fill:\"none\",\"vector-effect\":\"non-scaling-stroke\"}),d.exit().remove(),d.each((function(t){var e=c.c2l(t.pos+f,!0),i=c.l2p(e-o)+h,a=c.l2p(e+s)+h,d=u?(i+a)/2:c.l2p(e)+h,g=l.c2p(t.mean,!0),m=l.c2p(t.mean-t.sd,!0),v=l.c2p(t.mean+t.sd,!0);\"h\"===r.orientation?n.select(this).attr(\"d\",\"M\"+g+\",\"+i+\"V\"+a+(\"sd\"===p?\"m0,0L\"+m+\",\"+d+\"L\"+g+\",\"+i+\"L\"+v+\",\"+d+\"Z\":\"\")):n.select(this).attr(\"d\",\"M\"+i+\",\"+g+\"H\"+a+(\"sd\"===p?\"m0,0L\"+d+\",\"+m+\"L\"+i+\",\"+g+\"L\"+d+\",\"+v+\"Z\":\"\"))}))}e.exports={plot:function(t,e,r,a){var c=e.xaxis,u=e.yaxis;i.makeTraceGroups(a,r,\"trace boxes\").each((function(t){var e,r,i=n.select(this),a=t[0],f=a.t,h=a.trace;(f.wdPos=f.bdPos*h.whiskerwidth,!0!==h.visible||f.empty)?i.remove():(\"h\"===h.orientation?(e=u,r=c):(e=c,r=u),o(i,{pos:e,val:r},h,f),s(i,{x:c,y:u},h,f),l(i,{pos:e,val:r},h,f))}))},plotBoxAndWhiskers:o,plotPoints:s,plotBoxMean:l}},{\"../../components/drawing\":665,\"../../lib\":778,d3:169}],956:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r,n,i=t.cd,a=t.xaxis,o=t.yaxis,s=[];if(!1===e)for(r=0;r<i.length;r++)for(n=0;n<(i[r].pts||[]).length;n++)i[r].pts[n].selected=0;else for(r=0;r<i.length;r++)for(n=0;n<(i[r].pts||[]).length;n++){var l=i[r].pts[n],c=a.c2p(l.x),u=o.c2p(l.y);e.contains([c,u],null,l.i,t)?(s.push({pointNumber:l.i,x:a.c2d(l.x),y:o.c2d(l.y)}),l.selected=1):l.selected=0}return s}},{}],957:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/color\"),a=t(\"../../components/drawing\");e.exports={style:function(t,e,r){var o=r||n.select(t).selectAll(\"g.trace.boxes\");o.style(\"opacity\",(function(t){return t[0].trace.opacity})),o.each((function(e){var r=n.select(this),o=e[0].trace,s=o.line.width;function l(t,e,r,n){t.style(\"stroke-width\",e+\"px\").call(i.stroke,r).call(i.fill,n)}var c=r.selectAll(\"path.box\");if(\"candlestick\"===o.type)c.each((function(t){if(!t.empty){var e=n.select(this),r=o[t.dir];l(e,r.line.width,r.line.color,r.fillcolor),e.style(\"opacity\",o.selectedpoints&&!t.selected?.3:1)}}));else{l(c,s,o.line.color,o.fillcolor),r.selectAll(\"path.mean\").style({\"stroke-width\":s,\"stroke-dasharray\":2*s+\"px,\"+s+\"px\"}).call(i.stroke,o.line.color);var u=r.selectAll(\"path.point\");a.pointStyle(u,o,t)}}))},styleOnSelect:function(t,e,r){var n=e[0].trace,i=r.selectAll(\"path.point\");n.selectedpoints?a.selectedPointStyle(i,n):a.pointStyle(i,n,t)}}},{\"../../components/color\":643,\"../../components/drawing\":665,d3:169}],958:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").extendFlat,i=t(\"../ohlc/attributes\"),a=t(\"../box/attributes\");function o(t){return{line:{color:n({},a.line.color,{dflt:t}),width:a.line.width,editType:\"style\"},fillcolor:a.fillcolor,editType:\"style\"}}e.exports={xperiod:i.xperiod,xperiod0:i.xperiod0,xperiodalignment:i.xperiodalignment,x:i.x,open:i.open,high:i.high,low:i.low,close:i.close,line:{width:n({},a.line.width,{}),editType:\"style\"},increasing:o(i.increasing.line.color.dflt),decreasing:o(i.decreasing.line.color.dflt),text:i.text,hovertext:i.hovertext,whiskerwidth:n({},a.whiskerwidth,{dflt:0}),hoverlabel:i.hoverlabel}},{\"../../lib\":778,\"../box/attributes\":946,\"../ohlc/attributes\":1133}],959:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../plots/cartesian/align_period\"),o=t(\"../ohlc/calc\").calcCommon;function s(t,e,r,n){return{min:r,q1:Math.min(t,n),med:n,q3:Math.max(t,n),max:e}}e.exports=function(t,e){var r=t._fullLayout,l=i.getFromId(t,e.xaxis),c=i.getFromId(t,e.yaxis),u=l.makeCalcdata(e,\"x\"),f=a(e,l,\"x\",u),h=o(t,e,u,f,c,s);return h.length?(n.extendFlat(h[0].t,{num:r._numBoxes,dPos:n.distinctVals(f).minDiff/2,posLetter:\"x\",valLetter:\"y\"}),r._numBoxes++,h):[{t:{empty:!0}}]}},{\"../../lib\":778,\"../../plots/cartesian/align_period\":825,\"../../plots/cartesian/axes\":828,\"../ohlc/calc\":1134}],960:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\"),a=t(\"../ohlc/ohlc_defaults\"),o=t(\"../scatter/period_defaults\"),s=t(\"./attributes\");function l(t,e,r,n){var a=r(n+\".line.color\");r(n+\".line.width\",e.line.width),r(n+\".fillcolor\",i.addOpacity(a,.5))}e.exports=function(t,e,r,i){function c(r,i){return n.coerce(t,e,s,r,i)}a(t,e,c,i)?(o(t,e,i,c,{x:!0}),c(\"line.width\"),l(t,e,c,\"increasing\"),l(t,e,c,\"decreasing\"),c(\"text\"),c(\"hovertext\"),c(\"whiskerwidth\"),i._requestRangeslider[e.xaxis]=!0):e.visible=!1}},{\"../../components/color\":643,\"../../lib\":778,\"../ohlc/ohlc_defaults\":1138,\"../scatter/period_defaults\":1207,\"./attributes\":958}],961:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"candlestick\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"showLegend\",\"candlestick\",\"boxLayout\"],meta:{},attributes:t(\"./attributes\"),layoutAttributes:t(\"../box/layout_attributes\"),supplyLayoutDefaults:t(\"../box/layout_defaults\").supplyLayoutDefaults,crossTraceCalc:t(\"../box/cross_trace_calc\").crossTraceCalc,supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"../box/plot\").plot,layerName:\"boxlayer\",style:t(\"../box/style\").style,hoverPoints:t(\"../ohlc/hover\").hoverPoints,selectPoints:t(\"../ohlc/select\")}},{\"../../plots/cartesian\":841,\"../box/cross_trace_calc\":948,\"../box/layout_attributes\":953,\"../box/layout_defaults\":954,\"../box/plot\":955,\"../box/style\":957,\"../ohlc/hover\":1136,\"../ohlc/select\":1140,\"./attributes\":958,\"./calc\":959,\"./defaults\":960}],962:[function(t,e,r){\"use strict\";var n=t(\"./axis_defaults\"),i=t(\"../../plot_api/plot_template\");e.exports=function(t,e,r,a,o){a(\"a\")||(a(\"da\"),a(\"a0\")),a(\"b\")||(a(\"db\"),a(\"b0\")),function(t,e,r,a){[\"aaxis\",\"baxis\"].forEach((function(o){var s=o.charAt(0),l=t[o]||{},c=i.newContainer(e,o),u={tickfont:\"x\",id:s+\"axis\",letter:s,font:e.font,name:o,data:t[s],calendar:e.calendar,dfltColor:a,bgColor:r.paper_bgcolor,autotypenumbersDflt:r.autotypenumbers,fullLayout:r};n(l,c,u),c._categories=c._categories||[],t[o]||\"-\"===l.type||(t[o]={type:l.type})}))}(t,e,r,o)}},{\"../../plot_api/plot_template\":817,\"./axis_defaults\":967}],963:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray;e.exports=function(t){return function t(e,r){if(!n(e)||r>=10)return null;for(var i=1/0,a=-1/0,o=e.length,s=0;s<o;s++){var l=e[s];if(n(l)){var c=t(l,r+1);c&&(i=Math.min(c[0],i),a=Math.max(c[1],a))}else i=Math.min(l,i),a=Math.max(l,a)}return[i,a]}(t,0)}},{\"../../lib\":778}],964:[function(t,e,r){\"use strict\";var n=t(\"../../plots/font_attributes\"),i=t(\"./axis_attributes\"),a=t(\"../../components/color/attributes\"),o=n({editType:\"calc\"});o.family.dflt='\"Open Sans\", verdana, arial, sans-serif',o.size.dflt=12,o.color.dflt=a.defaultLine,e.exports={carpet:{valType:\"string\",editType:\"calc\"},x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},a:{valType:\"data_array\",editType:\"calc\"},a0:{valType:\"number\",dflt:0,editType:\"calc\"},da:{valType:\"number\",dflt:1,editType:\"calc\"},b:{valType:\"data_array\",editType:\"calc\"},b0:{valType:\"number\",dflt:0,editType:\"calc\"},db:{valType:\"number\",dflt:1,editType:\"calc\"},cheaterslope:{valType:\"number\",dflt:1,editType:\"calc\"},aaxis:i,baxis:i,font:o,color:{valType:\"color\",dflt:a.defaultLine,editType:\"plot\"},transforms:void 0}},{\"../../components/color/attributes\":642,\"../../plots/font_attributes\":856,\"./axis_attributes\":966}],965:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray;e.exports=function(t,e,r,i){var a,o,s,l,c,u,f,h,p,d,g,m,v,y=n(r)?\"a\":\"b\",x=(\"a\"===y?t.aaxis:t.baxis).smoothing,b=\"a\"===y?t.a2i:t.b2j,_=\"a\"===y?r:i,w=\"a\"===y?i:r,T=\"a\"===y?e.a.length:e.b.length,k=\"a\"===y?e.b.length:e.a.length,M=Math.floor(\"a\"===y?t.b2j(w):t.a2i(w)),A=\"a\"===y?function(e){return t.evalxy([],e,M)}:function(e){return t.evalxy([],M,e)};x&&(s=Math.max(0,Math.min(k-2,M)),l=M-s,o=\"a\"===y?function(e,r){return t.dxydi([],e,s,r,l)}:function(e,r){return t.dxydj([],s,e,l,r)});var S=b(_[0]),E=b(_[1]),C=S<E?1:-1,L=1e-8*(E-S),I=C>0?Math.floor:Math.ceil,P=C>0?Math.ceil:Math.floor,z=C>0?Math.min:Math.max,O=C>0?Math.max:Math.min,D=I(S+L),R=P(E-L),F=[[f=A(S)]];for(a=D;a*C<R*C;a+=C)c=[],g=O(S,a),v=(m=z(E,a+C))-g,u=Math.max(0,Math.min(T-2,Math.floor(.5*(g+m)))),h=A(m),x&&(p=o(u,g-u),d=o(u,m-u),c.push([f[0]+p[0]/3*v,f[1]+p[1]/3*v]),c.push([h[0]-d[0]/3*v,h[1]-d[1]/3*v])),c.push(h),F.push(c),f=h;return F}},{\"../../lib\":778}],966:[function(t,e,r){\"use strict\";var n=t(\"../../plots/font_attributes\"),i=t(\"../../components/color/attributes\"),a=t(\"../../plots/cartesian/layout_attributes\"),o=t(\"../../plot_api/edit_types\").overrideAll;t(\"../../constants/docs\").FORMAT_LINK,t(\"../../constants/docs\").TIME_FORMAT_LINK;e.exports={color:{valType:\"color\",editType:\"calc\"},smoothing:{valType:\"number\",dflt:1,min:0,max:1.3,editType:\"calc\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"calc\"},font:n({editType:\"calc\"}),offset:{valType:\"number\",dflt:10,editType:\"calc\"},editType:\"calc\"},type:{valType:\"enumerated\",values:[\"-\",\"linear\",\"date\",\"category\"],dflt:\"-\",editType:\"calc\"},autotypenumbers:a.autotypenumbers,autorange:{valType:\"enumerated\",values:[!0,!1,\"reversed\"],dflt:!0,editType:\"calc\"},rangemode:{valType:\"enumerated\",values:[\"normal\",\"tozero\",\"nonnegative\"],dflt:\"normal\",editType:\"calc\"},range:{valType:\"info_array\",editType:\"calc\",items:[{valType:\"any\",editType:\"calc\"},{valType:\"any\",editType:\"calc\"}]},fixedrange:{valType:\"boolean\",dflt:!1,editType:\"calc\"},cheatertype:{valType:\"enumerated\",values:[\"index\",\"value\"],dflt:\"value\",editType:\"calc\"},tickmode:{valType:\"enumerated\",values:[\"linear\",\"array\"],dflt:\"array\",editType:\"calc\"},nticks:{valType:\"integer\",min:0,dflt:0,editType:\"calc\"},tickvals:{valType:\"data_array\",editType:\"calc\"},ticktext:{valType:\"data_array\",editType:\"calc\"},showticklabels:{valType:\"enumerated\",values:[\"start\",\"end\",\"both\",\"none\"],dflt:\"start\",editType:\"calc\"},tickfont:n({editType:\"calc\"}),tickangle:{valType:\"angle\",dflt:\"auto\",editType:\"calc\"},tickprefix:{valType:\"string\",dflt:\"\",editType:\"calc\"},showtickprefix:{valType:\"enumerated\",values:[\"all\",\"first\",\"last\",\"none\"],dflt:\"all\",editType:\"calc\"},ticksuffix:{valType:\"string\",dflt:\"\",editType:\"calc\"},showticksuffix:{valType:\"enumerated\",values:[\"all\",\"first\",\"last\",\"none\"],dflt:\"all\",editType:\"calc\"},showexponent:{valType:\"enumerated\",values:[\"all\",\"first\",\"last\",\"none\"],dflt:\"all\",editType:\"calc\"},exponentformat:{valType:\"enumerated\",values:[\"none\",\"e\",\"E\",\"power\",\"SI\",\"B\"],dflt:\"B\",editType:\"calc\"},minexponent:{valType:\"number\",dflt:3,min:0,editType:\"calc\"},separatethousands:{valType:\"boolean\",dflt:!1,editType:\"calc\"},tickformat:{valType:\"string\",dflt:\"\",editType:\"calc\"},tickformatstops:o(a.tickformatstops,\"calc\",\"from-root\"),categoryorder:{valType:\"enumerated\",values:[\"trace\",\"category ascending\",\"category descending\",\"array\"],dflt:\"trace\",editType:\"calc\"},categoryarray:{valType:\"data_array\",editType:\"calc\"},labelpadding:{valType:\"integer\",dflt:10,editType:\"calc\"},labelprefix:{valType:\"string\",editType:\"calc\"},labelsuffix:{valType:\"string\",dflt:\"\",editType:\"calc\"},showline:{valType:\"boolean\",dflt:!1,editType:\"calc\"},linecolor:{valType:\"color\",dflt:i.defaultLine,editType:\"calc\"},linewidth:{valType:\"number\",min:0,dflt:1,editType:\"calc\"},gridcolor:{valType:\"color\",editType:\"calc\"},gridwidth:{valType:\"number\",min:0,dflt:1,editType:\"calc\"},showgrid:{valType:\"boolean\",dflt:!0,editType:\"calc\"},minorgridcount:{valType:\"integer\",min:0,dflt:0,editType:\"calc\"},minorgridwidth:{valType:\"number\",min:0,dflt:1,editType:\"calc\"},minorgridcolor:{valType:\"color\",dflt:i.lightLine,editType:\"calc\"},startline:{valType:\"boolean\",editType:\"calc\"},startlinecolor:{valType:\"color\",editType:\"calc\"},startlinewidth:{valType:\"number\",dflt:1,editType:\"calc\"},endline:{valType:\"boolean\",editType:\"calc\"},endlinewidth:{valType:\"number\",dflt:1,editType:\"calc\"},endlinecolor:{valType:\"color\",editType:\"calc\"},tick0:{valType:\"number\",min:0,dflt:0,editType:\"calc\"},dtick:{valType:\"number\",min:0,dflt:1,editType:\"calc\"},arraytick0:{valType:\"integer\",min:0,dflt:0,editType:\"calc\"},arraydtick:{valType:\"integer\",min:1,dflt:1,editType:\"calc\"},_deprecated:{title:{valType:\"string\",editType:\"calc\"},titlefont:n({editType:\"calc\"}),titleoffset:{valType:\"number\",dflt:10,editType:\"calc\"}},editType:\"calc\"}},{\"../../components/color/attributes\":642,\"../../constants/docs\":748,\"../../plot_api/edit_types\":810,\"../../plots/cartesian/layout_attributes\":842,\"../../plots/font_attributes\":856}],967:[function(t,e,r){\"use strict\";var n=t(\"./attributes\"),i=t(\"../../components/color\").addOpacity,a=t(\"../../registry\"),o=t(\"../../lib\"),s=t(\"../../plots/cartesian/tick_value_defaults\"),l=t(\"../../plots/cartesian/tick_label_defaults\"),c=t(\"../../plots/cartesian/category_order_defaults\"),u=t(\"../../plots/cartesian/set_convert\"),f=t(\"../../plots/cartesian/axis_autotype\");e.exports=function(t,e,r){var h=r.letter,p=r.font||{},d=n[h+\"axis\"];function g(r,n){return o.coerce(t,e,d,r,n)}function m(r,n){return o.coerce2(t,e,d,r,n)}r.name&&(e._name=r.name,e._id=r.name),g(\"autotypenumbers\",r.autotypenumbersDflt);var v=g(\"type\");(\"-\"===v&&(r.data&&function(t,e){if(\"-\"!==t.type)return;var r=t._id.charAt(0),n=t[r+\"calendar\"];t.type=f(e,n,{autotypenumbers:t.autotypenumbers})}(e,r.data),\"-\"===e.type?e.type=\"linear\":v=t.type=e.type),g(\"smoothing\"),g(\"cheatertype\"),g(\"showticklabels\"),g(\"labelprefix\",h+\" = \"),g(\"labelsuffix\"),g(\"showtickprefix\"),g(\"showticksuffix\"),g(\"separatethousands\"),g(\"tickformat\"),g(\"exponentformat\"),g(\"minexponent\"),g(\"showexponent\"),g(\"categoryorder\"),g(\"tickmode\"),g(\"tickvals\"),g(\"ticktext\"),g(\"tick0\"),g(\"dtick\"),\"array\"===e.tickmode&&(g(\"arraytick0\"),g(\"arraydtick\")),g(\"labelpadding\"),e._hovertitle=h,\"date\"===v)&&a.getComponentMethod(\"calendars\",\"handleDefaults\")(t,e,\"calendar\",r.calendar);u(e,r.fullLayout),e.c2p=o.identity;var y=g(\"color\",r.dfltColor),x=y===t.color?y:p.color;g(\"title.text\")&&(o.coerceFont(g,\"title.font\",{family:p.family,size:Math.round(1.2*p.size),color:x}),g(\"title.offset\")),g(\"tickangle\"),g(\"autorange\",!e.isValidRange(t.range))&&g(\"rangemode\"),g(\"range\"),e.cleanRange(),g(\"fixedrange\"),s(t,e,g,v),l(t,e,g,v,r),c(t,e,g,{data:r.data,dataAttr:h});var b=m(\"gridcolor\",i(y,.3)),_=m(\"gridwidth\"),w=g(\"showgrid\");w||(delete e.gridcolor,delete e.gridwidth);var T=m(\"startlinecolor\",y),k=m(\"startlinewidth\",_);g(\"startline\",e.showgrid||!!T||!!k)||(delete e.startlinecolor,delete e.startlinewidth);var M=m(\"endlinecolor\",y),A=m(\"endlinewidth\",_);return g(\"endline\",e.showgrid||!!M||!!A)||(delete e.endlinecolor,delete e.endlinewidth),w?(g(\"minorgridcount\"),g(\"minorgridwidth\",_),g(\"minorgridcolor\",i(b,.06)),e.minorgridcount||(delete e.minorgridwidth,delete e.minorgridcolor)):(delete e.gridcolor,delete e.gridWidth),\"none\"===e.showticklabels&&(delete e.tickfont,delete e.tickangle,delete e.showexponent,delete e.exponentformat,delete e.minexponent,delete e.tickformat,delete e.showticksuffix,delete e.showtickprefix),e.showticksuffix||delete e.ticksuffix,e.showtickprefix||delete e.tickprefix,g(\"tickmode\"),e}},{\"../../components/color\":643,\"../../lib\":778,\"../../plots/cartesian/axis_autotype\":829,\"../../plots/cartesian/category_order_defaults\":832,\"../../plots/cartesian/set_convert\":848,\"../../plots/cartesian/tick_label_defaults\":849,\"../../plots/cartesian/tick_value_defaults\":851,\"../../registry\":911,\"./attributes\":964}],968:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\"),i=t(\"../../lib\").isArray1D,a=t(\"./cheater_basis\"),o=t(\"./array_minmax\"),s=t(\"./calc_gridlines\"),l=t(\"./calc_labels\"),c=t(\"./calc_clippath\"),u=t(\"../heatmap/clean_2d_array\"),f=t(\"./smooth_fill_2d_array\"),h=t(\"../heatmap/convert_column_xyz\"),p=t(\"./set_convert\");e.exports=function(t,e){var r=n.getFromId(t,e.xaxis),d=n.getFromId(t,e.yaxis),g=e.aaxis,m=e.baxis,v=e.x,y=e.y,x=[];v&&i(v)&&x.push(\"x\"),y&&i(y)&&x.push(\"y\"),x.length&&h(e,g,m,\"a\",\"b\",x);var b=e._a=e._a||e.a,_=e._b=e._b||e.b;v=e._x||e.x,y=e._y||e.y;var w={};if(e._cheater){var T=\"index\"===g.cheatertype?b.length:b,k=\"index\"===m.cheatertype?_.length:_;v=a(T,k,e.cheaterslope)}e._x=v=u(v),e._y=y=u(y),f(v,b,_),f(y,b,_),p(e),e.setScale();var M=o(v),A=o(y),S=.5*(M[1]-M[0]),E=.5*(M[1]+M[0]),C=.5*(A[1]-A[0]),L=.5*(A[1]+A[0]);return M=[E-1.3*S,E+1.3*S],A=[L-1.3*C,L+1.3*C],e._extremes[r._id]=n.findExtremes(r,M,{padded:!0}),e._extremes[d._id]=n.findExtremes(d,A,{padded:!0}),s(e,\"a\",\"b\"),s(e,\"b\",\"a\"),l(e,g),l(e,m),w.clipsegments=c(e._xctrl,e._yctrl,g,m),w.x=v,w.y=y,w.a=b,w.b=_,[w]}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"../heatmap/clean_2d_array\":1067,\"../heatmap/convert_column_xyz\":1069,\"./array_minmax\":963,\"./calc_clippath\":969,\"./calc_gridlines\":970,\"./calc_labels\":971,\"./cheater_basis\":973,\"./set_convert\":986,\"./smooth_fill_2d_array\":987}],969:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){var i,a,o,s=[],l=!!r.smoothing,c=!!n.smoothing,u=t[0].length-1,f=t.length-1;for(i=0,a=[],o=[];i<=u;i++)a[i]=t[0][i],o[i]=e[0][i];for(s.push({x:a,y:o,bicubic:l}),i=0,a=[],o=[];i<=f;i++)a[i]=t[i][u],o[i]=e[i][u];for(s.push({x:a,y:o,bicubic:c}),i=u,a=[],o=[];i>=0;i--)a[u-i]=t[f][i],o[u-i]=e[f][i];for(s.push({x:a,y:o,bicubic:l}),i=f,a=[],o=[];i>=0;i--)a[f-i]=t[i][0],o[f-i]=e[i][0];return s.push({x:a,y:o,bicubic:c}),s}},{}],970:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\"),i=t(\"../../lib/extend\").extendFlat;e.exports=function(t,e,r){var a,o,s,l,c,u,f,h,p,d,g,m,v,y,x=t[\"_\"+e],b=t[e+\"axis\"],_=b._gridlines=[],w=b._minorgridlines=[],T=b._boundarylines=[],k=t[\"_\"+r],M=t[r+\"axis\"];\"array\"===b.tickmode&&(b.tickvals=x.slice());var A=t._xctrl,S=t._yctrl,E=A[0].length,C=A.length,L=t._a.length,I=t._b.length;n.prepTicks(b),\"array\"===b.tickmode&&delete b.tickvals;var P=b.smoothing?3:1;function z(n){var i,a,o,s,l,c,u,f,p,d,g,m,v=[],y=[],x={};if(\"b\"===e)for(a=t.b2j(n),o=Math.floor(Math.max(0,Math.min(I-2,a))),s=a-o,x.length=I,x.crossLength=L,x.xy=function(e){return t.evalxy([],e,a)},x.dxy=function(e,r){return t.dxydi([],e,o,r,s)},i=0;i<L;i++)c=Math.min(L-2,i),u=i-c,f=t.evalxy([],i,a),M.smoothing&&i>0&&(p=t.dxydi([],i-1,o,0,s),v.push(l[0]+p[0]/3),y.push(l[1]+p[1]/3),d=t.dxydi([],i-1,o,1,s),v.push(f[0]-d[0]/3),y.push(f[1]-d[1]/3)),v.push(f[0]),y.push(f[1]),l=f;else for(i=t.a2i(n),c=Math.floor(Math.max(0,Math.min(L-2,i))),u=i-c,x.length=L,x.crossLength=I,x.xy=function(e){return t.evalxy([],i,e)},x.dxy=function(e,r){return t.dxydj([],c,e,u,r)},a=0;a<I;a++)o=Math.min(I-2,a),s=a-o,f=t.evalxy([],i,a),M.smoothing&&a>0&&(g=t.dxydj([],c,a-1,u,0),v.push(l[0]+g[0]/3),y.push(l[1]+g[1]/3),m=t.dxydj([],c,a-1,u,1),v.push(f[0]-m[0]/3),y.push(f[1]-m[1]/3)),v.push(f[0]),y.push(f[1]),l=f;return x.axisLetter=e,x.axis=b,x.crossAxis=M,x.value=n,x.constvar=r,x.index=h,x.x=v,x.y=y,x.smoothing=M.smoothing,x}function O(n){var i,a,o,s,l,c=[],u=[],f={};if(f.length=x.length,f.crossLength=k.length,\"b\"===e)for(o=Math.max(0,Math.min(I-2,n)),l=Math.min(1,Math.max(0,n-o)),f.xy=function(e){return t.evalxy([],e,n)},f.dxy=function(e,r){return t.dxydi([],e,o,r,l)},i=0;i<E;i++)c[i]=A[n*P][i],u[i]=S[n*P][i];else for(a=Math.max(0,Math.min(L-2,n)),s=Math.min(1,Math.max(0,n-a)),f.xy=function(e){return t.evalxy([],n,e)},f.dxy=function(e,r){return t.dxydj([],a,e,s,r)},i=0;i<C;i++)c[i]=A[i][n*P],u[i]=S[i][n*P];return f.axisLetter=e,f.axis=b,f.crossAxis=M,f.value=x[n],f.constvar=r,f.index=n,f.x=c,f.y=u,f.smoothing=M.smoothing,f}if(\"array\"===b.tickmode){for(l=5e-15,u=(c=[Math.floor((x.length-1-b.arraytick0)/b.arraydtick*(1+l)),Math.ceil(-b.arraytick0/b.arraydtick/(1+l))].sort((function(t,e){return t-e})))[0]-1,f=c[1]+1,h=u;h<f;h++)(o=b.arraytick0+b.arraydtick*h)<0||o>x.length-1||_.push(i(O(o),{color:b.gridcolor,width:b.gridwidth}));for(h=u;h<f;h++)if(s=b.arraytick0+b.arraydtick*h,g=Math.min(s+b.arraydtick,x.length-1),!(s<0||s>x.length-1||g<0||g>x.length-1))for(m=x[s],v=x[g],a=0;a<b.minorgridcount;a++)(y=g-s)<=0||(d=m+(v-m)*(a+1)/(b.minorgridcount+1)*(b.arraydtick/y))<x[0]||d>x[x.length-1]||w.push(i(z(d),{color:b.minorgridcolor,width:b.minorgridwidth}));b.startline&&T.push(i(O(0),{color:b.startlinecolor,width:b.startlinewidth})),b.endline&&T.push(i(O(x.length-1),{color:b.endlinecolor,width:b.endlinewidth}))}else{for(l=5e-15,u=(c=[Math.floor((x[x.length-1]-b.tick0)/b.dtick*(1+l)),Math.ceil((x[0]-b.tick0)/b.dtick/(1+l))].sort((function(t,e){return t-e})))[0],f=c[1],h=u;h<=f;h++)p=b.tick0+b.dtick*h,_.push(i(z(p),{color:b.gridcolor,width:b.gridwidth}));for(h=u-1;h<f+1;h++)for(p=b.tick0+b.dtick*h,a=0;a<b.minorgridcount;a++)(d=p+b.dtick*(a+1)/(b.minorgridcount+1))<x[0]||d>x[x.length-1]||w.push(i(z(d),{color:b.minorgridcolor,width:b.minorgridwidth}));b.startline&&T.push(i(z(x[0]),{color:b.startlinecolor,width:b.startlinewidth})),b.endline&&T.push(i(z(x[x.length-1]),{color:b.endlinecolor,width:b.endlinewidth}))}}},{\"../../lib/extend\":768,\"../../plots/cartesian/axes\":828}],971:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\"),i=t(\"../../lib/extend\").extendFlat;e.exports=function(t,e){var r,a,o,s=e._labels=[],l=e._gridlines;for(r=0;r<l.length;r++)o=l[r],-1!==[\"start\",\"both\"].indexOf(e.showticklabels)&&(a=n.tickText(e,o.value),i(a,{prefix:void 0,suffix:void 0,endAnchor:!0,xy:o.xy(0),dxy:o.dxy(0,0),axis:o.axis,length:o.crossAxis.length,font:o.axis.tickfont,isFirst:0===r,isLast:r===l.length-1}),s.push(a)),-1!==[\"end\",\"both\"].indexOf(e.showticklabels)&&(a=n.tickText(e,o.value),i(a,{endAnchor:!1,xy:o.xy(o.crossLength-1),dxy:o.dxy(o.crossLength-2,1),axis:o.axis,length:o.crossAxis.length,font:o.axis.tickfont,isFirst:0===r,isLast:r===l.length-1}),s.push(a))}},{\"../../lib/extend\":768,\"../../plots/cartesian/axes\":828}],972:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){var i=t[0]-e[0],a=t[1]-e[1],o=r[0]-e[0],s=r[1]-e[1],l=Math.pow(i*i+a*a,.25),c=Math.pow(o*o+s*s,.25),u=(c*c*i-l*l*o)*n,f=(c*c*a-l*l*s)*n,h=c*(l+c)*3,p=l*(l+c)*3;return[[e[0]+(h&&u/h),e[1]+(h&&f/h)],[e[0]-(p&&u/p),e[1]-(p&&f/p)]]}},{}],973:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray;e.exports=function(t,e,r){var i,a,o,s,l,c,u=[],f=n(t)?t.length:t,h=n(e)?e.length:e,p=n(t)?t:null,d=n(e)?e:null;p&&(o=(p.length-1)/(p[p.length-1]-p[0])/(f-1)),d&&(s=(d.length-1)/(d[d.length-1]-d[0])/(h-1));var g=1/0,m=-1/0;for(a=0;a<h;a++)for(u[a]=[],l=d?(d[a]-d[0])*s:a/(h-1),i=0;i<f;i++)c=(p?(p[i]-p[0])*o:i/(f-1))-l*r,g=Math.min(c,g),m=Math.max(c,m),u[a][i]=c;var v=1/(m-g),y=-g*v;for(a=0;a<h;a++)for(i=0;i<f;i++)u[a][i]=v*u[a][i]+y;return u}},{\"../../lib\":778}],974:[function(t,e,r){\"use strict\";var n=t(\"./catmull_rom\"),i=t(\"../../lib\").ensureArray;function a(t,e,r){var n=-.5*r[0]+1.5*e[0],i=-.5*r[1]+1.5*e[1];return[(2*n+t[0])/3,(2*i+t[1])/3]}e.exports=function(t,e,r,o,s,l){var c,u,f,h,p,d,g,m,v,y,x=r[0].length,b=r.length,_=s?3*x-2:x,w=l?3*b-2:b;for(t=i(t,w),e=i(e,w),f=0;f<w;f++)t[f]=i(t[f],_),e[f]=i(e[f],_);for(u=0,h=0;u<b;u++,h+=l?3:1)for(p=t[h],d=e[h],g=r[u],m=o[u],c=0,f=0;c<x;c++,f+=s?3:1)p[f]=g[c],d[f]=m[c];if(s)for(u=0,h=0;u<b;u++,h+=l?3:1){for(c=1,f=3;c<x-1;c++,f+=3)v=n([r[u][c-1],o[u][c-1]],[r[u][c],o[u][c]],[r[u][c+1],o[u][c+1]],s),t[h][f-1]=v[0][0],e[h][f-1]=v[0][1],t[h][f+1]=v[1][0],e[h][f+1]=v[1][1];y=a([t[h][0],e[h][0]],[t[h][2],e[h][2]],[t[h][3],e[h][3]]),t[h][1]=y[0],e[h][1]=y[1],y=a([t[h][_-1],e[h][_-1]],[t[h][_-3],e[h][_-3]],[t[h][_-4],e[h][_-4]]),t[h][_-2]=y[0],e[h][_-2]=y[1]}if(l)for(f=0;f<_;f++){for(h=3;h<w-3;h+=3)v=n([t[h-3][f],e[h-3][f]],[t[h][f],e[h][f]],[t[h+3][f],e[h+3][f]],l),t[h-1][f]=v[0][0],e[h-1][f]=v[0][1],t[h+1][f]=v[1][0],e[h+1][f]=v[1][1];y=a([t[0][f],e[0][f]],[t[2][f],e[2][f]],[t[3][f],e[3][f]]),t[1][f]=y[0],e[1][f]=y[1],y=a([t[w-1][f],e[w-1][f]],[t[w-3][f],e[w-3][f]],[t[w-4][f],e[w-4][f]]),t[w-2][f]=y[0],e[w-2][f]=y[1]}if(s&&l)for(h=1;h<w;h+=(h+1)%3==0?2:1){for(f=3;f<_-3;f+=3)v=n([t[h][f-3],e[h][f-3]],[t[h][f],e[h][f]],[t[h][f+3],e[h][f+3]],s),t[h][f-1]=.5*(t[h][f-1]+v[0][0]),e[h][f-1]=.5*(e[h][f-1]+v[0][1]),t[h][f+1]=.5*(t[h][f+1]+v[1][0]),e[h][f+1]=.5*(e[h][f+1]+v[1][1]);y=a([t[h][0],e[h][0]],[t[h][2],e[h][2]],[t[h][3],e[h][3]]),t[h][1]=.5*(t[h][1]+y[0]),e[h][1]=.5*(e[h][1]+y[1]),y=a([t[h][_-1],e[h][_-1]],[t[h][_-3],e[h][_-3]],[t[h][_-4],e[h][_-4]]),t[h][_-2]=.5*(t[h][_-2]+y[0]),e[h][_-2]=.5*(e[h][_-2]+y[1])}return[t,e]}},{\"../../lib\":778,\"./catmull_rom\":972}],975:[function(t,e,r){\"use strict\";e.exports={RELATIVE_CULL_TOLERANCE:1e-6}},{}],976:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){return e&&r?function(e,r,n,i,a){var o,s,l,c,u,f;e||(e=[]),r*=3,n*=3;var h=i*i,p=1-i,d=p*p,g=p*i*2,m=-3*d,v=3*(d-g),y=3*(g-h),x=3*h,b=a*a,_=b*a,w=1-a,T=w*w,k=T*w;for(f=0;f<t.length;f++)o=m*(u=t[f])[n][r]+v*u[n][r+1]+y*u[n][r+2]+x*u[n][r+3],s=m*u[n+1][r]+v*u[n+1][r+1]+y*u[n+1][r+2]+x*u[n+1][r+3],l=m*u[n+2][r]+v*u[n+2][r+1]+y*u[n+2][r+2]+x*u[n+2][r+3],c=m*u[n+3][r]+v*u[n+3][r+1]+y*u[n+3][r+2]+x*u[n+3][r+3],e[f]=k*o+3*(T*a*s+w*b*l)+_*c;return e}:e?function(e,r,n,i,a){var o,s,l,c;e||(e=[]),r*=3;var u=i*i,f=1-i,h=f*f,p=f*i*2,d=-3*h,g=3*(h-p),m=3*(p-u),v=3*u,y=1-a;for(l=0;l<t.length;l++)o=d*(c=t[l])[n][r]+g*c[n][r+1]+m*c[n][r+2]+v*c[n][r+3],s=d*c[n+1][r]+g*c[n+1][r+1]+m*c[n+1][r+2]+v*c[n+1][r+3],e[l]=y*o+a*s;return e}:r?function(e,r,n,i,a){var o,s,l,c,u,f;e||(e=[]),n*=3;var h=a*a,p=h*a,d=1-a,g=d*d,m=g*d;for(u=0;u<t.length;u++)o=(f=t[u])[n][r+1]-f[n][r],s=f[n+1][r+1]-f[n+1][r],l=f[n+2][r+1]-f[n+2][r],c=f[n+3][r+1]-f[n+3][r],e[u]=m*o+3*(g*a*s+d*h*l)+p*c;return e}:function(e,r,n,i,a){var o,s,l,c;e||(e=[]);var u=1-a;for(l=0;l<t.length;l++)o=(c=t[l])[n][r+1]-c[n][r],s=c[n+1][r+1]-c[n+1][r],e[l]=u*o+a*s;return e}}},{}],977:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){return e&&r?function(e,r,n,i,a){var o,s,l,c,u,f;e||(e=[]),r*=3,n*=3;var h=i*i,p=h*i,d=1-i,g=d*d,m=g*d,v=a*a,y=1-a,x=y*y,b=y*a*2,_=-3*x,w=3*(x-b),T=3*(b-v),k=3*v;for(f=0;f<t.length;f++)o=_*(u=t[f])[n][r]+w*u[n+1][r]+T*u[n+2][r]+k*u[n+3][r],s=_*u[n][r+1]+w*u[n+1][r+1]+T*u[n+2][r+1]+k*u[n+3][r+1],l=_*u[n][r+2]+w*u[n+1][r+2]+T*u[n+2][r+2]+k*u[n+3][r+2],c=_*u[n][r+3]+w*u[n+1][r+3]+T*u[n+2][r+3]+k*u[n+3][r+3],e[f]=m*o+3*(g*i*s+d*h*l)+p*c;return e}:e?function(e,r,n,i,a){var o,s,l,c,u,f;e||(e=[]),r*=3;var h=a*a,p=h*a,d=1-a,g=d*d,m=g*d;for(u=0;u<t.length;u++)o=(f=t[u])[n+1][r]-f[n][r],s=f[n+1][r+1]-f[n][r+1],l=f[n+1][r+2]-f[n][r+2],c=f[n+1][r+3]-f[n][r+3],e[u]=m*o+3*(g*a*s+d*h*l)+p*c;return e}:r?function(e,r,n,i,a){var o,s,l,c;e||(e=[]),n*=3;var u=1-i,f=a*a,h=1-a,p=h*h,d=h*a*2,g=-3*p,m=3*(p-d),v=3*(d-f),y=3*f;for(l=0;l<t.length;l++)o=g*(c=t[l])[n][r]+m*c[n+1][r]+v*c[n+2][r]+y*c[n+3][r],s=g*c[n][r+1]+m*c[n+1][r+1]+v*c[n+2][r+1]+y*c[n+3][r+1],e[l]=u*o+i*s;return e}:function(e,r,n,i,a){var o,s,l,c;e||(e=[]);var u=1-i;for(l=0;l<t.length;l++)o=(c=t[l])[n+1][r]-c[n][r],s=c[n+1][r+1]-c[n][r+1],e[l]=u*o+i*s;return e}}},{}],978:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i){var a=e-2,o=r-2;return n&&i?function(e,r,n){var i,s,l,c,u,f;e||(e=[]);var h=Math.max(0,Math.min(Math.floor(r),a)),p=Math.max(0,Math.min(Math.floor(n),o)),d=Math.max(0,Math.min(1,r-h)),g=Math.max(0,Math.min(1,n-p));h*=3,p*=3;var m=d*d,v=m*d,y=1-d,x=y*y,b=x*y,_=g*g,w=_*g,T=1-g,k=T*T,M=k*T;for(f=0;f<t.length;f++)i=b*(u=t[f])[p][h]+3*(x*d*u[p][h+1]+y*m*u[p][h+2])+v*u[p][h+3],s=b*u[p+1][h]+3*(x*d*u[p+1][h+1]+y*m*u[p+1][h+2])+v*u[p+1][h+3],l=b*u[p+2][h]+3*(x*d*u[p+2][h+1]+y*m*u[p+2][h+2])+v*u[p+2][h+3],c=b*u[p+3][h]+3*(x*d*u[p+3][h+1]+y*m*u[p+3][h+2])+v*u[p+3][h+3],e[f]=M*i+3*(k*g*s+T*_*l)+w*c;return e}:n?function(e,r,n){e||(e=[]);var i,s,l,c,u,f,h=Math.max(0,Math.min(Math.floor(r),a)),p=Math.max(0,Math.min(Math.floor(n),o)),d=Math.max(0,Math.min(1,r-h)),g=Math.max(0,Math.min(1,n-p));h*=3;var m=d*d,v=m*d,y=1-d,x=y*y,b=x*y,_=1-g;for(u=0;u<t.length;u++)i=_*(f=t[u])[p][h]+g*f[p+1][h],s=_*f[p][h+1]+g*f[p+1][h+1],l=_*f[p][h+2]+g*f[p+1][h+1],c=_*f[p][h+3]+g*f[p+1][h+1],e[u]=b*i+3*(x*d*s+y*m*l)+v*c;return e}:i?function(e,r,n){e||(e=[]);var i,s,l,c,u,f,h=Math.max(0,Math.min(Math.floor(r),a)),p=Math.max(0,Math.min(Math.floor(n),o)),d=Math.max(0,Math.min(1,r-h)),g=Math.max(0,Math.min(1,n-p));p*=3;var m=g*g,v=m*g,y=1-g,x=y*y,b=x*y,_=1-d;for(u=0;u<t.length;u++)i=_*(f=t[u])[p][h]+d*f[p][h+1],s=_*f[p+1][h]+d*f[p+1][h+1],l=_*f[p+2][h]+d*f[p+2][h+1],c=_*f[p+3][h]+d*f[p+3][h+1],e[u]=b*i+3*(x*g*s+y*m*l)+v*c;return e}:function(e,r,n){e||(e=[]);var i,s,l,c,u=Math.max(0,Math.min(Math.floor(r),a)),f=Math.max(0,Math.min(Math.floor(n),o)),h=Math.max(0,Math.min(1,r-u)),p=Math.max(0,Math.min(1,n-f)),d=1-p,g=1-h;for(l=0;l<t.length;l++)i=g*(c=t[l])[f][u]+h*c[f][u+1],s=g*c[f+1][u]+h*c[f+1][u+1],e[l]=d*i+p*s;return e}}},{}],979:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./xy_defaults\"),a=t(\"./ab_defaults\"),o=t(\"./attributes\"),s=t(\"../../components/color/attributes\");e.exports=function(t,e,r,l){function c(r,i){return n.coerce(t,e,o,r,i)}e._clipPathId=\"clip\"+e.uid+\"carpet\";var u=c(\"color\",s.defaultLine);(n.coerceFont(c,\"font\"),c(\"carpet\"),a(t,e,l,c,u),e.a&&e.b)?(e.a.length<3&&(e.aaxis.smoothing=0),e.b.length<3&&(e.baxis.smoothing=0),i(t,e,c)||(e.visible=!1),e._cheater&&c(\"cheaterslope\")):e.visible=!1}},{\"../../components/color/attributes\":642,\"../../lib\":778,\"./ab_defaults\":962,\"./attributes\":964,\"./xy_defaults\":988}],980:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),plot:t(\"./plot\"),calc:t(\"./calc\"),animatable:!0,isContainer:!0,moduleType:\"trace\",name:\"carpet\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"carpet\",\"carpetAxis\",\"notLegendIsolatable\",\"noMultiCategory\",\"noHover\",\"noSortingByValue\"],meta:{}}},{\"../../plots/cartesian\":841,\"./attributes\":964,\"./calc\":968,\"./defaults\":979,\"./plot\":985}],981:[function(t,e,r){\"use strict\";e.exports=function(t,e){for(var r,n=t._fullData.length,i=0;i<n;i++){var a=t._fullData[i];if(a.index!==e.index&&(\"carpet\"===a.type&&(r||(r=a),a.carpet===e.carpet)))return a}return r}},{}],982:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){if(0===t.length)return\"\";var n,i=[],a=r?3:1;for(n=0;n<t.length;n+=a)i.push(t[n]+\",\"+e[n]),r&&n<t.length-a&&(i.push(\"C\"),i.push([t[n+1]+\",\"+e[n+1],t[n+2]+\",\"+e[n+2]+\" \"].join(\" \")));return i.join(r?\"\":\"L\")}},{}],983:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray;e.exports=function(t,e,r){var i;for(n(t)?t.length>e.length&&(t=t.slice(0,e.length)):t=[],i=0;i<e.length;i++)t[i]=r(e[i]);return t}},{\"../../lib\":778}],984:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i,a){var o=i[0]*t.dpdx(e),s=i[1]*t.dpdy(r),l=1,c=1;if(a){var u=Math.sqrt(i[0]*i[0]+i[1]*i[1]),f=Math.sqrt(a[0]*a[0]+a[1]*a[1]),h=(i[0]*a[0]+i[1]*a[1])/u/f;c=Math.max(0,h)}var p=180*Math.atan2(s,o)/Math.PI;return p<-90?(p+=180,l=-l):p>90&&(p-=180,l=-l),{angle:p,flip:l,p:t.c2p(n,e,r),offsetMultplier:c}}},{}],985:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/drawing\"),a=t(\"./map_1d_array\"),o=t(\"./makepath\"),s=t(\"./orient_text\"),l=t(\"../../lib/svg_text_utils\"),c=t(\"../../lib\"),u=c.strRotate,f=c.strTranslate,h=t(\"../../constants/alignment\");function p(t,e,r,i,s,l){var c=\"const-\"+s+\"-lines\",u=r.selectAll(\".\"+c).data(l);u.enter().append(\"path\").classed(c,!0).style(\"vector-effect\",\"non-scaling-stroke\"),u.each((function(r){var i=r,s=i.x,l=i.y,c=a([],s,t.c2p),u=a([],l,e.c2p),f=\"M\"+o(c,u,i.smoothing);n.select(this).attr(\"d\",f).style(\"stroke-width\",i.width).style(\"stroke\",i.color).style(\"fill\",\"none\")})),u.exit().remove()}function d(t,e,r,a,o,c,h,p){var d=c.selectAll(\"text.\"+p).data(h);d.enter().append(\"text\").classed(p,!0);var g=0,m={};return d.each((function(o,c){var h;if(\"auto\"===o.axis.tickangle)h=s(a,e,r,o.xy,o.dxy);else{var p=(o.axis.tickangle+180)*Math.PI/180;h=s(a,e,r,o.xy,[Math.cos(p),Math.sin(p)])}c||(m={angle:h.angle,flip:h.flip});var d=(o.endAnchor?-1:1)*h.flip,v=n.select(this).attr({\"text-anchor\":d>0?\"start\":\"end\",\"data-notex\":1}).call(i.font,o.font).text(o.text).call(l.convertToTspans,t),y=i.bBox(this);v.attr(\"transform\",f(h.p[0],h.p[1])+u(h.angle)+f(o.axis.labelpadding*d,.3*y.height)),g=Math.max(g,y.width+o.axis.labelpadding)})),d.exit().remove(),m.maxExtent=g,m}e.exports=function(t,e,r,i){var l=e.xaxis,u=e.yaxis,f=t._fullLayout._clips;c.makeTraceGroups(i,r,\"trace\").each((function(e){var r=n.select(this),i=e[0],h=i.trace,g=h.aaxis,m=h.baxis,y=c.ensureSingle(r,\"g\",\"minorlayer\"),x=c.ensureSingle(r,\"g\",\"majorlayer\"),b=c.ensureSingle(r,\"g\",\"boundarylayer\"),_=c.ensureSingle(r,\"g\",\"labellayer\");r.style(\"opacity\",h.opacity),p(l,u,x,g,\"a\",g._gridlines),p(l,u,x,m,\"b\",m._gridlines),p(l,u,y,g,\"a\",g._minorgridlines),p(l,u,y,m,\"b\",m._minorgridlines),p(l,u,b,g,\"a-boundary\",g._boundarylines),p(l,u,b,m,\"b-boundary\",m._boundarylines);var w=d(t,l,u,h,i,_,g._labels,\"a-label\"),T=d(t,l,u,h,i,_,m._labels,\"b-label\");!function(t,e,r,n,i,a,o,l){var u,f,h,p,d=c.aggNums(Math.min,null,r.a),g=c.aggNums(Math.max,null,r.a),m=c.aggNums(Math.min,null,r.b),y=c.aggNums(Math.max,null,r.b);u=.5*(d+g),f=m,h=r.ab2xy(u,f,!0),p=r.dxyda_rough(u,f),void 0===o.angle&&c.extendFlat(o,s(r,i,a,h,r.dxydb_rough(u,f)));v(t,e,r,n,h,p,r.aaxis,i,a,o,\"a-title\"),u=d,f=.5*(m+y),h=r.ab2xy(u,f,!0),p=r.dxydb_rough(u,f),void 0===l.angle&&c.extendFlat(l,s(r,i,a,h,r.dxyda_rough(u,f)));v(t,e,r,n,h,p,r.baxis,i,a,l,\"b-title\")}(t,_,h,i,l,u,w,T),function(t,e,r,n,i){var s,l,u,f,h=r.select(\"#\"+t._clipPathId);h.size()||(h=r.append(\"clipPath\").classed(\"carpetclip\",!0));var p=c.ensureSingle(h,\"path\",\"carpetboundary\"),d=e.clipsegments,g=[];for(f=0;f<d.length;f++)s=d[f],l=a([],s.x,n.c2p),u=a([],s.y,i.c2p),g.push(o(l,u,s.bicubic));var m=\"M\"+g.join(\"L\")+\"Z\";h.attr(\"id\",t._clipPathId),p.attr(\"d\",m)}(h,i,f,l,u)}))};var g=h.LINE_SPACING,m=(1-h.MID_SHIFT)/g+1;function v(t,e,r,a,o,c,h,p,d,v,y){var x=[];h.title.text&&x.push(h.title.text);var b=e.selectAll(\"text.\"+y).data(x),_=v.maxExtent;b.enter().append(\"text\").classed(y,!0),b.each((function(){var e=s(r,p,d,o,c);-1===[\"start\",\"both\"].indexOf(h.showticklabels)&&(_=0);var a=h.title.font.size;_+=a+h.title.offset;var y=(v.angle+(v.flip<0?180:0)-e.angle+450)%360,x=y>90&&y<270,b=n.select(this);b.text(h.title.text).call(l.convertToTspans,t),x&&(_=(-l.lineCount(b)+m)*g*a-_),b.attr(\"transform\",f(e.p[0],e.p[1])+u(e.angle)+f(0,_)).attr(\"text-anchor\",\"middle\").call(i.font,h.title.font)})),b.exit().remove()}},{\"../../components/drawing\":665,\"../../constants/alignment\":745,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"./makepath\":982,\"./map_1d_array\":983,\"./orient_text\":984,d3:169}],986:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),i=t(\"../../lib/search\").findBin,a=t(\"./compute_control_points\"),o=t(\"./create_spline_evaluator\"),s=t(\"./create_i_derivative_evaluator\"),l=t(\"./create_j_derivative_evaluator\");e.exports=function(t){var e=t._a,r=t._b,c=e.length,u=r.length,f=t.aaxis,h=t.baxis,p=e[0],d=e[c-1],g=r[0],m=r[u-1],v=e[e.length-1]-e[0],y=r[r.length-1]-r[0],x=v*n.RELATIVE_CULL_TOLERANCE,b=y*n.RELATIVE_CULL_TOLERANCE;p-=x,d+=x,g-=b,m+=b,t.isVisible=function(t,e){return t>p&&t<d&&e>g&&e<m},t.isOccluded=function(t,e){return t<p||t>d||e<g||e>m},t.setScale=function(){var e=t._x,r=t._y,n=a(t._xctrl,t._yctrl,e,r,f.smoothing,h.smoothing);t._xctrl=n[0],t._yctrl=n[1],t.evalxy=o([t._xctrl,t._yctrl],c,u,f.smoothing,h.smoothing),t.dxydi=s([t._xctrl,t._yctrl],f.smoothing,h.smoothing),t.dxydj=l([t._xctrl,t._yctrl],f.smoothing,h.smoothing)},t.i2a=function(t){var r=Math.max(0,Math.floor(t[0]),c-2),n=t[0]-r;return(1-n)*e[r]+n*e[r+1]},t.j2b=function(t){var e=Math.max(0,Math.floor(t[1]),c-2),n=t[1]-e;return(1-n)*r[e]+n*r[e+1]},t.ij2ab=function(e){return[t.i2a(e[0]),t.j2b(e[1])]},t.a2i=function(t){var r=Math.max(0,Math.min(i(t,e),c-2)),n=e[r],a=e[r+1];return Math.max(0,Math.min(c-1,r+(t-n)/(a-n)))},t.b2j=function(t){var e=Math.max(0,Math.min(i(t,r),u-2)),n=r[e],a=r[e+1];return Math.max(0,Math.min(u-1,e+(t-n)/(a-n)))},t.ab2ij=function(e){return[t.a2i(e[0]),t.b2j(e[1])]},t.i2c=function(e,r){return t.evalxy([],e,r)},t.ab2xy=function(n,i,a){if(!a&&(n<e[0]||n>e[c-1]|i<r[0]||i>r[u-1]))return[!1,!1];var o=t.a2i(n),s=t.b2j(i),l=t.evalxy([],o,s);if(a){var f,h,p,d,g=0,m=0,v=[];n<e[0]?(f=0,h=0,g=(n-e[0])/(e[1]-e[0])):n>e[c-1]?(f=c-2,h=1,g=(n-e[c-1])/(e[c-1]-e[c-2])):h=o-(f=Math.max(0,Math.min(c-2,Math.floor(o)))),i<r[0]?(p=0,d=0,m=(i-r[0])/(r[1]-r[0])):i>r[u-1]?(p=u-2,d=1,m=(i-r[u-1])/(r[u-1]-r[u-2])):d=s-(p=Math.max(0,Math.min(u-2,Math.floor(s)))),g&&(t.dxydi(v,f,p,h,d),l[0]+=v[0]*g,l[1]+=v[1]*g),m&&(t.dxydj(v,f,p,h,d),l[0]+=v[0]*m,l[1]+=v[1]*m)}return l},t.c2p=function(t,e,r){return[e.c2p(t[0]),r.c2p(t[1])]},t.p2x=function(t,e,r){return[e.p2c(t[0]),r.p2c(t[1])]},t.dadi=function(t){var r=Math.max(0,Math.min(e.length-2,t));return e[r+1]-e[r]},t.dbdj=function(t){var e=Math.max(0,Math.min(r.length-2,t));return r[e+1]-r[e]},t.dxyda=function(e,r,n,i){var a=t.dxydi(null,e,r,n,i),o=t.dadi(e,n);return[a[0]/o,a[1]/o]},t.dxydb=function(e,r,n,i){var a=t.dxydj(null,e,r,n,i),o=t.dbdj(r,i);return[a[0]/o,a[1]/o]},t.dxyda_rough=function(e,r,n){var i=v*(n||.1),a=t.ab2xy(e+i,r,!0),o=t.ab2xy(e-i,r,!0);return[.5*(a[0]-o[0])/i,.5*(a[1]-o[1])/i]},t.dxydb_rough=function(e,r,n){var i=y*(n||.1),a=t.ab2xy(e,r+i,!0),o=t.ab2xy(e,r-i,!0);return[.5*(a[0]-o[0])/i,.5*(a[1]-o[1])/i]},t.dpdx=function(t){return t._m},t.dpdy=function(t){return t._m}}},{\"../../lib/search\":798,\"./compute_control_points\":974,\"./constants\":975,\"./create_i_derivative_evaluator\":976,\"./create_j_derivative_evaluator\":977,\"./create_spline_evaluator\":978}],987:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e,r){var i,a,o,s=[],l=[],c=t[0].length,u=t.length;function f(e,r){var n,i=0,a=0;return e>0&&void 0!==(n=t[r][e-1])&&(a++,i+=n),e<c-1&&void 0!==(n=t[r][e+1])&&(a++,i+=n),r>0&&void 0!==(n=t[r-1][e])&&(a++,i+=n),r<u-1&&void 0!==(n=t[r+1][e])&&(a++,i+=n),i/Math.max(1,a)}var h,p,d,g,m,v,y,x,b,_,w,T=0;for(i=0;i<c;i++)for(a=0;a<u;a++)void 0===t[a][i]&&(s.push(i),l.push(a),t[a][i]=f(i,a)),T=Math.max(T,Math.abs(t[a][i]));if(!s.length)return t;var k=0,M=0,A=s.length;do{for(k=0,o=0;o<A;o++){i=s[o],a=l[o];var S,E,C,L,I,P,z=0,O=0;0===i?(C=e[I=Math.min(c-1,2)],L=e[1],S=t[a][I],O+=(E=t[a][1])+(E-S)*(e[0]-L)/(L-C),z++):i===c-1&&(C=e[I=Math.max(0,c-3)],L=e[c-2],S=t[a][I],O+=(E=t[a][c-2])+(E-S)*(e[c-1]-L)/(L-C),z++),(0===i||i===c-1)&&a>0&&a<u-1&&(h=r[a+1]-r[a],O+=((p=r[a]-r[a-1])*t[a+1][i]+h*t[a-1][i])/(p+h),z++),0===a?(C=r[P=Math.min(u-1,2)],L=r[1],S=t[P][i],O+=(E=t[1][i])+(E-S)*(r[0]-L)/(L-C),z++):a===u-1&&(C=r[P=Math.max(0,u-3)],L=r[u-2],S=t[P][i],O+=(E=t[u-2][i])+(E-S)*(r[u-1]-L)/(L-C),z++),(0===a||a===u-1)&&i>0&&i<c-1&&(h=e[i+1]-e[i],O+=((p=e[i]-e[i-1])*t[a][i+1]+h*t[a][i-1])/(p+h),z++),z?O/=z:(d=e[i+1]-e[i],g=e[i]-e[i-1],x=(m=r[a+1]-r[a])*(v=r[a]-r[a-1])*(m+v),O=((y=d*g*(d+g))*(v*t[a+1][i]+m*t[a-1][i])+x*(g*t[a][i+1]+d*t[a][i-1]))/(x*(g+d)+y*(v+m))),k+=(_=(b=O-t[a][i])/T)*_,w=z?0:.85,t[a][i]+=b*(1+w)}k=Math.sqrt(k)}while(M++<100&&k>1e-5);return n.log(\"Smoother converged to\",k,\"after\",M,\"iterations\"),t}},{\"../../lib\":778}],988:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArray1D;e.exports=function(t,e,r){var i=r(\"x\"),a=i&&i.length,o=r(\"y\"),s=o&&o.length;if(!a&&!s)return!1;if(e._cheater=!i,a&&!n(i)||s&&!n(o))e._length=null;else{var l=a?i.length:1/0;s&&(l=Math.min(l,o.length)),e.a&&e.a.length&&(l=Math.min(l,e.a.length)),e.b&&e.b.length&&(l=Math.min(l,e.b.length)),e._length=l}return!0}},{\"../../lib\":778}],989:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../scattergeo/attributes\"),a=t(\"../../components/colorscale/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../components/color/attributes\").defaultLine,l=t(\"../../lib/extend\").extendFlat,c=i.marker.line;e.exports=l({locations:{valType:\"data_array\",editType:\"calc\"},locationmode:i.locationmode,z:{valType:\"data_array\",editType:\"calc\"},geojson:l({},i.geojson,{}),featureidkey:i.featureidkey,text:l({},i.text,{}),hovertext:l({},i.hovertext,{}),marker:{line:{color:l({},c.color,{dflt:s}),width:l({},c.width,{dflt:1}),editType:\"calc\"},opacity:{valType:\"number\",arrayOk:!0,min:0,max:1,dflt:1,editType:\"style\"},editType:\"calc\"},selected:{marker:{opacity:i.selected.marker.opacity,editType:\"plot\"},editType:\"plot\"},unselected:{marker:{opacity:i.unselected.marker.opacity,editType:\"plot\"},editType:\"plot\"},hoverinfo:l({},o.hoverinfo,{editType:\"calc\",flags:[\"location\",\"z\",\"text\",\"name\"]}),hovertemplate:n(),showlegend:l({},o.showlegend,{dflt:!1})},a(\"\",{cLetter:\"z\",editTypeOverride:\"calc\"}))},{\"../../components/color/attributes\":642,\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../scattergeo/attributes\":1229}],990:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../constants/numerical\").BADNUM,a=t(\"../../components/colorscale/calc\"),o=t(\"../scatter/arrays_to_calcdata\"),s=t(\"../scatter/calc_selection\");function l(t){return t&&\"string\"==typeof t}e.exports=function(t,e){var r,c=e._length,u=new Array(c);r=e.geojson?function(t){return l(t)||n(t)}:l;for(var f=0;f<c;f++){var h=u[f]={},p=e.locations[f],d=e.z[f];r(p)&&n(d)?(h.loc=p,h.z=d):(h.loc=null,h.z=i),h.index=f}return o(u,e),a(t,e,{vals:e.z,containerStr:\"\",cLetter:\"z\"}),s(u,e),u}},{\"../../components/colorscale/calc\":651,\"../../constants/numerical\":753,\"../scatter/arrays_to_calcdata\":1186,\"../scatter/calc_selection\":1189,\"fast-isnumeric\":241}],991:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/colorscale/defaults\"),a=t(\"./attributes\");e.exports=function(t,e,r,o){function s(r,i){return n.coerce(t,e,a,r,i)}var l=s(\"locations\"),c=s(\"z\");if(l&&l.length&&n.isArrayOrTypedArray(c)&&c.length){e._length=Math.min(l.length,c.length);var u,f=s(\"geojson\");(\"string\"==typeof f&&\"\"!==f||n.isPlainObject(f))&&(u=\"geojson-id\"),\"geojson-id\"===s(\"locationmode\",u)&&s(\"featureidkey\"),s(\"text\"),s(\"hovertext\"),s(\"hovertemplate\"),s(\"marker.line.width\")&&s(\"marker.line.color\"),s(\"marker.opacity\"),i(t,e,o,s,{prefix:\"\",cLetter:\"z\"}),n.coerceSelectionMarkerOpacity(e,s)}else e.visible=!1}},{\"../../components/colorscale/defaults\":653,\"../../lib\":778,\"./attributes\":989}],992:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i){t.location=e.location,t.z=e.z;var a=n[i];return a.fIn&&a.fIn.properties&&(t.properties=a.fIn.properties),t.ct=a.ct,t}},{}],993:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\"),i=t(\"./attributes\"),a=t(\"../../lib\").fillText;e.exports=function(t,e,r){var o,s,l,c,u=t.cd,f=u[0].trace,h=t.subplot,p=[e,r],d=[e+360,r];for(s=0;s<u.length;s++)if(c=!1,(o=u[s])._polygons){for(l=0;l<o._polygons.length;l++)o._polygons[l].contains(p)&&(c=!c),o._polygons[l].contains(d)&&(c=!c);if(c)break}if(c&&o)return t.x0=t.x1=t.xa.c2p(o.ct),t.y0=t.y1=t.ya.c2p(o.ct),t.index=o.index,t.location=o.loc,t.z=o.z,t.zLabel=n.tickText(h.mockAxis,h.mockAxis.c2l(o.z),\"hover\").text,t.hovertemplate=o.hovertemplate,function(t,e,r){if(e.hovertemplate)return;var n=r.hi||e.hoverinfo,o=String(r.loc),s=\"all\"===n?i.hoverinfo.flags:n.split(\"+\"),l=-1!==s.indexOf(\"name\"),c=-1!==s.indexOf(\"location\"),u=-1!==s.indexOf(\"z\"),f=-1!==s.indexOf(\"text\"),h=[];!l&&c?t.nameOverride=o:(l&&(t.nameOverride=e.name),c&&h.push(o));u&&h.push(t.zLabel);f&&a(r,e,h);t.extraText=h.join(\"<br>\")}(t,f,o),[t]}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"./attributes\":989}],994:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:t(\"../heatmap/colorbar\"),calc:t(\"./calc\"),calcGeoJSON:t(\"./plot\").calcGeoJSON,plot:t(\"./plot\").plot,style:t(\"./style\").style,styleOnSelect:t(\"./style\").styleOnSelect,hoverPoints:t(\"./hover\"),eventData:t(\"./event_data\"),selectPoints:t(\"./select\"),moduleType:\"trace\",name:\"choropleth\",basePlotModule:t(\"../../plots/geo\"),categories:[\"geo\",\"noOpacity\",\"showLegend\"],meta:{}}},{\"../../plots/geo\":860,\"../heatmap/colorbar\":1068,\"./attributes\":989,\"./calc\":990,\"./defaults\":991,\"./event_data\":992,\"./hover\":993,\"./plot\":995,\"./select\":996,\"./style\":997}],995:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=t(\"../../lib/geo_location_utils\"),o=t(\"../../lib/topojson_utils\").getTopojsonFeatures,s=t(\"../../plots/cartesian/autorange\").findExtremes,l=t(\"./style\").style;e.exports={calcGeoJSON:function(t,e){for(var r=t[0].trace,n=e[r.geo],i=n._subplot,l=r.locationmode,c=r._length,u=\"geojson-id\"===l?a.extractTraceFeature(t):o(r,i.topojson),f=[],h=[],p=0;p<c;p++){var d=t[p],g=\"geojson-id\"===l?d.fOut:a.locationToFeature(l,d.loc,u);if(g){d.geojson=g,d.ct=g.properties.ct,d._polygons=a.feature2polygons(g);var m=a.computeBbox(g);f.push(m[0],m[2]),h.push(m[1],m[3])}else d.geojson=null}if(\"geojson\"===n.fitbounds&&\"geojson-id\"===l){var v=a.computeBbox(a.getTraceGeojson(r));f=[v[0],v[2]],h=[v[1],v[3]]}var y={padded:!0};r._extremes.lon=s(n.lonaxis._ax,f,y),r._extremes.lat=s(n.lataxis._ax,h,y)},plot:function(t,e,r){var a=e.layers.backplot.select(\".choroplethlayer\");i.makeTraceGroups(a,r,\"trace choropleth\").each((function(e){var r=n.select(this).selectAll(\"path.choroplethlocation\").data(i.identity);r.enter().append(\"path\").classed(\"choroplethlocation\",!0),r.exit().remove(),l(t,e)}))}}},{\"../../lib\":778,\"../../lib/geo_location_utils\":771,\"../../lib/topojson_utils\":806,\"../../plots/cartesian/autorange\":827,\"./style\":997,d3:169}],996:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r,n,i,a,o,s=t.cd,l=t.xaxis,c=t.yaxis,u=[];if(!1===e)for(r=0;r<s.length;r++)s[r].selected=0;else for(r=0;r<s.length;r++)(i=(n=s[r]).ct)&&(a=l.c2p(i),o=c.c2p(i),e.contains([a,o],null,r,t)?(u.push({pointNumber:r,lon:i[0],lat:i[1]}),n.selected=1):n.selected=0);return u}},{}],997:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/color\"),a=t(\"../../components/drawing\"),o=t(\"../../components/colorscale\");function s(t,e){var r=e[0].trace,s=e[0].node3.selectAll(\".choroplethlocation\"),l=r.marker||{},c=l.line||{},u=o.makeColorScaleFuncFromTrace(r);s.each((function(t){n.select(this).attr(\"fill\",u(t.z)).call(i.stroke,t.mlc||c.color).call(a.dashLine,\"\",t.mlw||c.width||0).style(\"opacity\",l.opacity)})),a.selectedPointStyle(s,r,t)}e.exports={style:function(t,e){e&&s(t,e)},styleOnSelect:function(t,e){var r=e[0].node3,n=e[0].trace;n.selectedpoints?a.selectedPointStyle(r.selectAll(\".choroplethlocation\"),n,t):s(t,e)}}},{\"../../components/color\":643,\"../../components/colorscale\":655,\"../../components/drawing\":665,d3:169}],998:[function(t,e,r){\"use strict\";var n=t(\"../choropleth/attributes\"),i=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat;e.exports=s({locations:{valType:\"data_array\",editType:\"calc\"},z:{valType:\"data_array\",editType:\"calc\"},geojson:{valType:\"any\",editType:\"calc\"},featureidkey:s({},n.featureidkey,{}),below:{valType:\"string\",editType:\"plot\"},text:n.text,hovertext:n.hovertext,marker:{line:{color:s({},n.marker.line.color,{editType:\"plot\"}),width:s({},n.marker.line.width,{editType:\"plot\"}),editType:\"calc\"},opacity:s({},n.marker.opacity,{editType:\"plot\"}),editType:\"calc\"},selected:{marker:{opacity:s({},n.selected.marker.opacity,{editType:\"plot\"}),editType:\"plot\"},editType:\"plot\"},unselected:{marker:{opacity:s({},n.unselected.marker.opacity,{editType:\"plot\"}),editType:\"plot\"},editType:\"plot\"},hoverinfo:n.hoverinfo,hovertemplate:a({},{keys:[\"properties\"]}),showlegend:s({},o.showlegend,{dflt:!1})},i(\"\",{cLetter:\"z\",editTypeOverride:\"calc\"}))},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../choropleth/attributes\":989}],999:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"../../components/colorscale\"),o=t(\"../../components/drawing\"),s=t(\"../../lib/geojson_utils\").makeBlank,l=t(\"../../lib/geo_location_utils\");function c(t){var e,r=t[0].trace,n=r._opts;if(r.selectedpoints){for(var a=o.makeSelectedPointStyleFns(r),s=0;s<t.length;s++){var l=t[s];l.fOut&&(l.fOut.properties.mo2=a.selectedOpacityFn(l))}e={type:\"identity\",property:\"mo2\"}}else e=i.isArrayOrTypedArray(r.marker.opacity)?{type:\"identity\",property:\"mo\"}:r.marker.opacity;return i.extendFlat(n.fill.paint,{\"fill-opacity\":e}),i.extendFlat(n.line.paint,{\"line-opacity\":e}),n}e.exports={convert:function(t){var e=t[0].trace,r=!0===e.visible&&0!==e._length,o={layout:{visibility:\"none\"},paint:{}},u={layout:{visibility:\"none\"},paint:{}},f=e._opts={fill:o,line:u,geojson:s()};if(!r)return f;var h=l.extractTraceFeature(t);if(!h)return f;var p,d,g,m=a.makeColorScaleFuncFromTrace(e),v=e.marker,y=v.line||{};i.isArrayOrTypedArray(v.opacity)&&(p=function(t){var e=t.mo;return n(e)?+i.constrain(e,0,1):0}),i.isArrayOrTypedArray(y.color)&&(d=function(t){return t.mlc}),i.isArrayOrTypedArray(y.width)&&(g=function(t){return t.mlw});for(var x=0;x<t.length;x++){var b=t[x],_=b.fOut;if(_){var w=_.properties;w.fc=m(b.z),p&&(w.mo=p(b)),d&&(w.mlc=d(b)),g&&(w.mlw=g(b)),b.ct=w.ct,b._polygons=l.feature2polygons(_)}}var T=p?{type:\"identity\",property:\"mo\"}:v.opacity;return i.extendFlat(o.paint,{\"fill-color\":{type:\"identity\",property:\"fc\"},\"fill-opacity\":T}),i.extendFlat(u.paint,{\"line-color\":d?{type:\"identity\",property:\"mlc\"}:y.color,\"line-width\":g?{type:\"identity\",property:\"mlw\"}:y.width,\"line-opacity\":T}),o.layout.visibility=\"visible\",u.layout.visibility=\"visible\",f.geojson={type:\"FeatureCollection\",features:h},c(t),f},convertOnSelect:c}},{\"../../components/colorscale\":655,\"../../components/drawing\":665,\"../../lib\":778,\"../../lib/geo_location_utils\":771,\"../../lib/geojson_utils\":772,\"fast-isnumeric\":241}],1e3:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/colorscale/defaults\"),a=t(\"./attributes\");e.exports=function(t,e,r,o){function s(r,i){return n.coerce(t,e,a,r,i)}var l=s(\"locations\"),c=s(\"z\"),u=s(\"geojson\");n.isArrayOrTypedArray(l)&&l.length&&n.isArrayOrTypedArray(c)&&c.length&&(\"string\"==typeof u&&\"\"!==u||n.isPlainObject(u))?(s(\"featureidkey\"),e._length=Math.min(l.length,c.length),s(\"below\"),s(\"text\"),s(\"hovertext\"),s(\"hovertemplate\"),s(\"marker.line.width\")&&s(\"marker.line.color\"),s(\"marker.opacity\"),i(t,e,o,s,{prefix:\"\",cLetter:\"z\"}),n.coerceSelectionMarkerOpacity(e,s)):e.visible=!1}},{\"../../components/colorscale/defaults\":653,\"../../lib\":778,\"./attributes\":998}],1001:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:t(\"../heatmap/colorbar\"),calc:t(\"../choropleth/calc\"),plot:t(\"./plot\"),hoverPoints:t(\"../choropleth/hover\"),eventData:t(\"../choropleth/event_data\"),selectPoints:t(\"../choropleth/select\"),styleOnSelect:function(t,e){e&&e[0].trace._glTrace.updateOnSelect(e)},getBelow:function(t,e){for(var r=e.getMapLayers(),n=r.length-2;n>=0;n--){var i=r[n].id;if(\"string\"==typeof i&&0===i.indexOf(\"water\"))for(var a=n+1;a<r.length;a++)if(\"string\"==typeof(i=r[a].id)&&-1===i.indexOf(\"plotly-\"))return i}},moduleType:\"trace\",name:\"choroplethmapbox\",basePlotModule:t(\"../../plots/mapbox\"),categories:[\"mapbox\",\"gl\",\"noOpacity\",\"showLegend\"],meta:{hr_name:\"choropleth_mapbox\"}}},{\"../../plots/mapbox\":885,\"../choropleth/calc\":990,\"../choropleth/event_data\":992,\"../choropleth/hover\":993,\"../choropleth/select\":996,\"../heatmap/colorbar\":1068,\"./attributes\":998,\"./defaults\":1e3,\"./plot\":1002}],1002:[function(t,e,r){\"use strict\";var n=t(\"./convert\").convert,i=t(\"./convert\").convertOnSelect,a=t(\"../../plots/mapbox/constants\").traceLayerPrefix;function o(t,e){this.type=\"choroplethmapbox\",this.subplot=t,this.uid=e,this.sourceId=\"source-\"+e,this.layerList=[[\"fill\",a+e+\"-fill\"],[\"line\",a+e+\"-line\"]],this.below=null}var s=o.prototype;s.update=function(t){this._update(n(t))},s.updateOnSelect=function(t){this._update(i(t))},s._update=function(t){var e=this.subplot,r=this.layerList,n=e.belowLookup[\"trace-\"+this.uid];e.map.getSource(this.sourceId).setData(t.geojson),n!==this.below&&(this._removeLayers(),this._addLayers(t,n),this.below=n);for(var i=0;i<r.length;i++){var a=r[i],o=a[0],s=a[1],l=t[o];e.setOptions(s,\"setLayoutProperty\",l.layout),\"visible\"===l.layout.visibility&&e.setOptions(s,\"setPaintProperty\",l.paint)}},s._addLayers=function(t,e){for(var r=this.subplot,n=this.layerList,i=this.sourceId,a=0;a<n.length;a++){var o=n[a],s=o[0],l=t[s];r.addLayer({type:s,id:o[1],source:i,layout:l.layout,paint:l.paint},e)}},s._removeLayers=function(){for(var t=this.subplot.map,e=this.layerList,r=e.length-1;r>=0;r--)t.removeLayer(e[r][1])},s.dispose=function(){var t=this.subplot.map;this._removeLayers(),t.removeSource(this.sourceId)},e.exports=function(t,e){var r=e[0].trace,i=new o(t,r.uid),a=i.sourceId,s=n(e),l=i.below=t.belowLookup[\"trace-\"+r.uid];return t.map.addSource(a,{type:\"geojson\",data:s.geojson}),i._addLayers(s,l),e[0].trace._glTrace=i,i}},{\"../../plots/mapbox/constants\":883,\"./convert\":999}],1003:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../mesh3d/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l={x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},u:{valType:\"data_array\",editType:\"calc\"},v:{valType:\"data_array\",editType:\"calc\"},w:{valType:\"data_array\",editType:\"calc\"},sizemode:{valType:\"enumerated\",values:[\"scaled\",\"absolute\"],editType:\"calc\",dflt:\"scaled\"},sizeref:{valType:\"number\",editType:\"calc\",min:0},anchor:{valType:\"enumerated\",editType:\"calc\",values:[\"tip\",\"tail\",\"cm\",\"center\"],dflt:\"cm\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertemplate:i({editType:\"calc\"},{keys:[\"norm\"]}),showlegend:s({},o.showlegend,{dflt:!1})};s(l,n(\"\",{colorAttr:\"u/v/w norm\",showScaleDflt:!0,editTypeOverride:\"calc\"}));[\"opacity\",\"lightposition\",\"lighting\"].forEach((function(t){l[t]=a[t]})),l.hoverinfo=s({},o.hoverinfo,{editType:\"calc\",flags:[\"x\",\"y\",\"z\",\"u\",\"v\",\"w\",\"norm\",\"text\",\"name\"],dflt:\"x+y+z+norm+text+name\"}),l.transforms=void 0,e.exports=l},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../mesh3d/attributes\":1128}],1004:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){for(var r=e.u,i=e.v,a=e.w,o=Math.min(e.x.length,e.y.length,e.z.length,r.length,i.length,a.length),s=-1/0,l=1/0,c=0;c<o;c++){var u=r[c],f=i[c],h=a[c],p=Math.sqrt(u*u+f*f+h*h);s=Math.max(s,p),l=Math.min(l,p)}e._len=o,e._normMax=s,n(t,e,{vals:[l,s],containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":651}],1005:[function(t,e,r){\"use strict\";var n=t(\"gl-cone3d\"),i=t(\"gl-cone3d\").createConeMesh,a=t(\"../../lib\").simpleMap,o=t(\"../../lib/gl_format_color\").parseColorScale,s=t(\"../../components/colorscale\").extractOpts,l=t(\"../../plots/gl3d/zip3\");function c(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var u=c.prototype;u.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index,r=this.data.x[e],n=this.data.y[e],i=this.data.z[e],a=this.data.u[e],o=this.data.v[e],s=this.data.w[e];t.traceCoordinate=[r,n,i,a,o,s,Math.sqrt(a*a+o*o+s*s)];var l=this.data.hovertext||this.data.text;return Array.isArray(l)&&void 0!==l[e]?t.textLabel=l[e]:l&&(t.textLabel=l),!0}};var f={xaxis:0,yaxis:1,zaxis:2},h={tip:1,tail:0,cm:.25,center:.5},p={tip:1,tail:1,cm:.75,center:.5};function d(t,e){var r=t.fullSceneLayout,i=t.dataScale,c={};function u(t,e){var n=r[e],o=i[f[e]];return a(t,(function(t){return n.d2l(t)*o}))}c.vectors=l(u(e.u,\"xaxis\"),u(e.v,\"yaxis\"),u(e.w,\"zaxis\"),e._len),c.positions=l(u(e.x,\"xaxis\"),u(e.y,\"yaxis\"),u(e.z,\"zaxis\"),e._len);var d=s(e);c.colormap=o(e),c.vertexIntensityBounds=[d.min/e._normMax,d.max/e._normMax],c.coneOffset=h[e.anchor],\"scaled\"===e.sizemode?c.coneSize=e.sizeref||.5:c.coneSize=e.sizeref&&e._normMax?e.sizeref/e._normMax:.5;var g=n(c),m=e.lightposition;return g.lightPosition=[m.x,m.y,m.z],g.ambient=e.lighting.ambient,g.diffuse=e.lighting.diffuse,g.specular=e.lighting.specular,g.roughness=e.lighting.roughness,g.fresnel=e.lighting.fresnel,g.opacity=e.opacity,e._pad=p[e.anchor]*g.vectorScale*g.coneScale*e._normMax,g}u.update=function(t){this.data=t;var e=d(this.scene,t);this.mesh.update(e)},u.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,n=d(t,e),a=i(r,n),o=new c(t,e.uid);return o.mesh=a,o.data=e,a._trace=o,t.glplot.add(a),o}},{\"../../components/colorscale\":655,\"../../lib\":778,\"../../lib/gl_format_color\":774,\"../../plots/gl3d/zip3\":881,\"gl-cone3d\":260}],1006:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/colorscale/defaults\"),a=t(\"./attributes\");e.exports=function(t,e,r,o){function s(r,i){return n.coerce(t,e,a,r,i)}var l=s(\"u\"),c=s(\"v\"),u=s(\"w\"),f=s(\"x\"),h=s(\"y\"),p=s(\"z\");l&&l.length&&c&&c.length&&u&&u.length&&f&&f.length&&h&&h.length&&p&&p.length?(s(\"sizeref\"),s(\"sizemode\"),s(\"anchor\"),s(\"lighting.ambient\"),s(\"lighting.diffuse\"),s(\"lighting.specular\"),s(\"lighting.roughness\"),s(\"lighting.fresnel\"),s(\"lightposition.x\"),s(\"lightposition.y\"),s(\"lightposition.z\"),i(t,e,o,s,{prefix:\"\",cLetter:\"c\"}),s(\"text\"),s(\"hovertext\"),s(\"hovertemplate\"),e._length=null):e.visible=!1}},{\"../../components/colorscale/defaults\":653,\"../../lib\":778,\"./attributes\":1003}],1007:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"cone\",basePlotModule:t(\"../../plots/gl3d\"),categories:[\"gl3d\",\"showLegend\"],attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:{min:\"cmin\",max:\"cmax\"},calc:t(\"./calc\"),plot:t(\"./convert\"),eventData:function(t,e){return t.norm=e.traceCoordinate[6],t},meta:{}}},{\"../../plots/gl3d\":870,\"./attributes\":1003,\"./calc\":1004,\"./convert\":1005,\"./defaults\":1006}],1008:[function(t,e,r){\"use strict\";var n=t(\"../heatmap/attributes\"),i=t(\"../scatter/attributes\"),a=t(\"../../components/colorscale/attributes\"),o=t(\"../../components/drawing/attributes\").dash,s=t(\"../../plots/font_attributes\"),l=t(\"../../lib/extend\").extendFlat,c=t(\"../../constants/filter_ops\"),u=c.COMPARISON_OPS2,f=c.INTERVAL_OPS,h=(t(\"../../constants/docs\").FORMAT_LINK,i.line);e.exports=l({z:n.z,x:n.x,x0:n.x0,dx:n.dx,y:n.y,y0:n.y0,dy:n.dy,xperiod:n.xperiod,yperiod:n.yperiod,xperiod0:i.xperiod0,yperiod0:i.yperiod0,xperiodalignment:n.xperiodalignment,yperiodalignment:n.yperiodalignment,text:n.text,hovertext:n.hovertext,transpose:n.transpose,xtype:n.xtype,ytype:n.ytype,zhoverformat:n.zhoverformat,hovertemplate:n.hovertemplate,hoverongaps:n.hoverongaps,connectgaps:l({},n.connectgaps,{}),fillcolor:{valType:\"color\",editType:\"calc\"},autocontour:{valType:\"boolean\",dflt:!0,editType:\"calc\",impliedEdits:{\"contours.start\":void 0,\"contours.end\":void 0,\"contours.size\":void 0}},ncontours:{valType:\"integer\",dflt:15,min:1,editType:\"calc\"},contours:{type:{valType:\"enumerated\",values:[\"levels\",\"constraint\"],dflt:\"levels\",editType:\"calc\"},start:{valType:\"number\",dflt:null,editType:\"plot\",impliedEdits:{\"^autocontour\":!1}},end:{valType:\"number\",dflt:null,editType:\"plot\",impliedEdits:{\"^autocontour\":!1}},size:{valType:\"number\",dflt:null,min:0,editType:\"plot\",impliedEdits:{\"^autocontour\":!1}},coloring:{valType:\"enumerated\",values:[\"fill\",\"heatmap\",\"lines\",\"none\"],dflt:\"fill\",editType:\"calc\"},showlines:{valType:\"boolean\",dflt:!0,editType:\"plot\"},showlabels:{valType:\"boolean\",dflt:!1,editType:\"plot\"},labelfont:s({editType:\"plot\",colorEditType:\"style\"}),labelformat:{valType:\"string\",dflt:\"\",editType:\"plot\"},operation:{valType:\"enumerated\",values:[].concat(u).concat(f),dflt:\"=\",editType:\"calc\"},value:{valType:\"any\",dflt:0,editType:\"calc\"},editType:\"calc\",impliedEdits:{autocontour:!1}},line:{color:l({},h.color,{editType:\"style+colorbars\"}),width:{valType:\"number\",min:0,editType:\"style+colorbars\"},dash:o,smoothing:l({},h.smoothing,{}),editType:\"plot\"}},a(\"\",{cLetter:\"z\",autoColorDflt:!1,editTypeOverride:\"calc\"}))},{\"../../components/colorscale/attributes\":650,\"../../components/drawing/attributes\":664,\"../../constants/docs\":748,\"../../constants/filter_ops\":749,\"../../lib/extend\":768,\"../../plots/font_attributes\":856,\"../heatmap/attributes\":1065,\"../scatter/attributes\":1187}],1009:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale\"),i=t(\"../heatmap/calc\"),a=t(\"./set_contours\"),o=t(\"./end_plus\");e.exports=function(t,e){var r=i(t,e),s=r[0].z;a(e,s);var l,c=e.contours,u=n.extractOpts(e);if(\"heatmap\"===c.coloring&&u.auto&&!1===e.autocontour){var f=c.start,h=o(c),p=c.size||1,d=Math.floor((h-f)/p)+1;isFinite(p)||(p=1,d=1);var g=f-p/2;l=[g,g+d*p]}else l=s;return n.calc(t,e,{vals:l,cLetter:\"z\"}),r}},{\"../../components/colorscale\":655,\"../heatmap/calc\":1066,\"./end_plus\":1019,\"./set_contours\":1027}],1010:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r,n=t[0],i=n.z;switch(e.type){case\"levels\":var a=Math.min(i[0][0],i[0][1]);for(r=0;r<t.length;r++){var o=t[r];o.prefixBoundary=!o.edgepaths.length&&(a>o.level||o.starts.length&&a===o.level)}break;case\"constraint\":if(n.prefixBoundary=!1,n.edgepaths.length)return;var s=n.x.length,l=n.y.length,c=-1/0,u=1/0;for(r=0;r<l;r++)u=Math.min(u,i[r][0]),u=Math.min(u,i[r][s-1]),c=Math.max(c,i[r][0]),c=Math.max(c,i[r][s-1]);for(r=1;r<s-1;r++)u=Math.min(u,i[0][r]),u=Math.min(u,i[l-1][r]),c=Math.max(c,i[0][r]),c=Math.max(c,i[l-1][r]);var f,h,p=e.value;switch(e._operation){case\">\":p>c&&(n.prefixBoundary=!0);break;case\"<\":(p<u||n.starts.length&&p===u)&&(n.prefixBoundary=!0);break;case\"[]\":f=Math.min(p[0],p[1]),((h=Math.max(p[0],p[1]))<u||f>c||n.starts.length&&h===u)&&(n.prefixBoundary=!0);break;case\"][\":f=Math.min(p[0],p[1]),h=Math.max(p[0],p[1]),f<u&&h>c&&(n.prefixBoundary=!0)}}}},{}],1011:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale\"),i=t(\"./make_color_map\"),a=t(\"./end_plus\");e.exports={min:\"zmin\",max:\"zmax\",calc:function(t,e,r){var o=e.contours,s=e.line,l=o.size||1,c=o.coloring,u=i(e,{isColorbar:!0});if(\"heatmap\"===c){var f=n.extractOpts(e);r._fillgradient=f.reversescale?n.flipScale(f.colorscale):f.colorscale,r._zrange=[f.min,f.max]}else\"fill\"===c&&(r._fillcolor=u);r._line={color:\"lines\"===c?u:s.color,width:!1!==o.showlines?s.width:0,dash:s.dash},r._levels={start:o.start,end:a(o),size:l}}}},{\"../../components/colorscale\":655,\"./end_plus\":1019,\"./make_color_map\":1024}],1012:[function(t,e,r){\"use strict\";e.exports={BOTTOMSTART:[1,9,13,104,713],TOPSTART:[4,6,7,104,713],LEFTSTART:[8,12,14,208,1114],RIGHTSTART:[2,3,11,208,1114],NEWDELTA:[null,[-1,0],[0,-1],[-1,0],[1,0],null,[0,-1],[-1,0],[0,1],[0,1],null,[0,1],[1,0],[1,0],[0,-1]],CHOOSESADDLE:{104:[4,1],208:[2,8],713:[7,13],1114:[11,14]},SADDLEREMAINDER:{1:4,2:8,4:1,7:13,8:2,11:14,13:7,14:11},LABELDISTANCE:2,LABELINCREASE:10,LABELMIN:3,LABELMAX:10,LABELOPTIMIZER:{EDGECOST:1,ANGLECOST:1,NEIGHBORCOST:5,SAMELEVELFACTOR:10,SAMELEVELDISTANCE:5,MAXCOST:100,INITIALSEARCHPOINTS:10,ITERATIONS:5}}},{}],1013:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"./label_defaults\"),a=t(\"../../components/color\"),o=a.addOpacity,s=a.opacity,l=t(\"../../constants/filter_ops\"),c=l.CONSTRAINT_REDUCTION,u=l.COMPARISON_OPS2;e.exports=function(t,e,r,a,l,f){var h,p,d,g=e.contours,m=r(\"contours.operation\");(g._operation=c[m],function(t,e){var r;-1===u.indexOf(e.operation)?(t(\"contours.value\",[0,1]),Array.isArray(e.value)?e.value.length>2?e.value=e.value.slice(2):0===e.length?e.value=[0,1]:e.length<2?(r=parseFloat(e.value[0]),e.value=[r,r+1]):e.value=[parseFloat(e.value[0]),parseFloat(e.value[1])]:n(e.value)&&(r=parseFloat(e.value),e.value=[r,r+1])):(t(\"contours.value\",0),n(e.value)||(Array.isArray(e.value)?e.value=parseFloat(e.value[0]):e.value=0))}(r,g),\"=\"===m?h=g.showlines=!0:(h=r(\"contours.showlines\"),d=r(\"fillcolor\",o((t.line||{}).color||l,.5))),h)&&(p=r(\"line.color\",d&&s(d)?o(e.fillcolor,1):l),r(\"line.width\",2),r(\"line.dash\"));r(\"line.smoothing\"),i(r,a,p,f)}},{\"../../components/color\":643,\"../../constants/filter_ops\":749,\"./label_defaults\":1023,\"fast-isnumeric\":241}],1014:[function(t,e,r){\"use strict\";var n=t(\"../../constants/filter_ops\"),i=t(\"fast-isnumeric\");function a(t,e){var r,a=Array.isArray(e);function o(t){return i(t)?+t:null}return-1!==n.COMPARISON_OPS2.indexOf(t)?r=o(a?e[0]:e):-1!==n.INTERVAL_OPS.indexOf(t)?r=a?[o(e[0]),o(e[1])]:[o(e),o(e)]:-1!==n.SET_OPS.indexOf(t)&&(r=a?e.map(o):[o(e)]),r}function o(t){return function(e){e=a(t,e);var r=Math.min(e[0],e[1]),n=Math.max(e[0],e[1]);return{start:r,end:n,size:n-r}}}function s(t){return function(e){return{start:e=a(t,e),end:1/0,size:1/0}}}e.exports={\"[]\":o(\"[]\"),\"][\":o(\"][\"),\">\":s(\">\"),\"<\":s(\"<\"),\"=\":s(\"=\")}},{\"../../constants/filter_ops\":749,\"fast-isnumeric\":241}],1015:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){var i=n(\"contours.start\"),a=n(\"contours.end\"),o=!1===i||!1===a,s=r(\"contours.size\");!(o?e.autocontour=!0:r(\"autocontour\",!1))&&s||r(\"ncontours\")}},{}],1016:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");function i(t){return n.extendFlat({},t,{edgepaths:n.extendDeep([],t.edgepaths),paths:n.extendDeep([],t.paths),starts:n.extendDeep([],t.starts)})}e.exports=function(t,e){var r,a,o,s=function(t){return t.reverse()},l=function(t){return t};switch(e){case\"=\":case\"<\":return t;case\">\":for(1!==t.length&&n.warn(\"Contour data invalid for the specified inequality operation.\"),a=t[0],r=0;r<a.edgepaths.length;r++)a.edgepaths[r]=s(a.edgepaths[r]);for(r=0;r<a.paths.length;r++)a.paths[r]=s(a.paths[r]);for(r=0;r<a.starts.length;r++)a.starts[r]=s(a.starts[r]);return t;case\"][\":var c=s;s=l,l=c;case\"[]\":for(2!==t.length&&n.warn(\"Contour data invalid for the specified inequality range operation.\"),a=i(t[0]),o=i(t[1]),r=0;r<a.edgepaths.length;r++)a.edgepaths[r]=s(a.edgepaths[r]);for(r=0;r<a.paths.length;r++)a.paths[r]=s(a.paths[r]);for(r=0;r<a.starts.length;r++)a.starts[r]=s(a.starts[r]);for(;o.edgepaths.length;)a.edgepaths.push(l(o.edgepaths.shift()));for(;o.paths.length;)a.paths.push(l(o.paths.shift()));for(;o.starts.length;)a.starts.push(l(o.starts.shift()));return[a]}}},{\"../../lib\":778}],1017:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../heatmap/xyz_defaults\"),a=t(\"../scatter/period_defaults\"),o=t(\"./constraint_defaults\"),s=t(\"./contours_defaults\"),l=t(\"./style_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,u){function f(r,i){return n.coerce(t,e,c,r,i)}if(i(t,e,f,u)){a(t,e,u,f),f(\"text\"),f(\"hovertext\"),f(\"hovertemplate\"),f(\"hoverongaps\");var h=\"constraint\"===f(\"contours.type\");f(\"connectgaps\",n.isArray1D(e.z)),h?o(t,e,f,u,r):(s(t,e,f,(function(r){return n.coerce2(t,e,c,r)})),l(t,e,f,u))}else e.visible=!1}},{\"../../lib\":778,\"../heatmap/xyz_defaults\":1079,\"../scatter/period_defaults\":1207,\"./attributes\":1008,\"./constraint_defaults\":1013,\"./contours_defaults\":1015,\"./style_defaults\":1029}],1018:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./constraint_mapping\"),a=t(\"./end_plus\");e.exports=function(t,e,r){for(var o=\"constraint\"===t.type?i[t._operation](t.value):t,s=o.size,l=[],c=a(o),u=r.trace._carpetTrace,f=u?{xaxis:u.aaxis,yaxis:u.baxis,x:r.a,y:r.b}:{xaxis:e.xaxis,yaxis:e.yaxis,x:r.x,y:r.y},h=o.start;h<c;h+=s)if(l.push(n.extendFlat({level:h,crossings:{},starts:[],edgepaths:[],paths:[],z:r.z,smoothing:r.trace.line.smoothing},f)),l.length>1e3){n.warn(\"Too many contours, clipping at 1000\",t);break}return l}},{\"../../lib\":778,\"./constraint_mapping\":1014,\"./end_plus\":1019}],1019:[function(t,e,r){\"use strict\";e.exports=function(t){return t.end+t.size/1e6}},{}],1020:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./constants\");function a(t,e,r,n){return Math.abs(t[0]-e[0])<r&&Math.abs(t[1]-e[1])<n}function o(t,e,r,o,l){var c,u=e.join(\",\"),f=t.crossings[u],h=function(t,e,r){var n=0,a=0;t>20&&e?208===t||1114===t?n=0===r[0]?1:-1:a=0===r[1]?1:-1:-1!==i.BOTTOMSTART.indexOf(t)?a=1:-1!==i.LEFTSTART.indexOf(t)?n=1:-1!==i.TOPSTART.indexOf(t)?a=-1:n=-1;return[n,a]}(f,r,e),p=[s(t,e,[-h[0],-h[1]])],d=t.z.length,g=t.z[0].length,m=e.slice(),v=h.slice();for(c=0;c<1e4;c++){if(f>20?(f=i.CHOOSESADDLE[f][(h[0]||h[1])<0?0:1],t.crossings[u]=i.SADDLEREMAINDER[f]):delete t.crossings[u],!(h=i.NEWDELTA[f])){n.log(\"Found bad marching index:\",f,e,t.level);break}p.push(s(t,e,h)),e[0]+=h[0],e[1]+=h[1],u=e.join(\",\"),a(p[p.length-1],p[p.length-2],o,l)&&p.pop();var y=h[0]&&(e[0]<0||e[0]>g-2)||h[1]&&(e[1]<0||e[1]>d-2);if(e[0]===m[0]&&e[1]===m[1]&&h[0]===v[0]&&h[1]===v[1]||r&&y)break;f=t.crossings[u]}1e4===c&&n.log(\"Infinite loop in contour?\");var x,b,_,w,T,k,M,A,S,E,C,L,I,P,z,O=a(p[0],p[p.length-1],o,l),D=0,R=.2*t.smoothing,F=[],B=0;for(c=1;c<p.length;c++)L=p[c],I=p[c-1],P=void 0,z=void 0,P=L[2]-I[2],z=L[3]-I[3],D+=M=Math.sqrt(P*P+z*z),F.push(M);var N=D/F.length*R;function j(t){return p[t%p.length]}for(c=p.length-2;c>=B;c--)if((x=F[c])<N){for(_=0,b=c-1;b>=B&&x+F[b]<N;b--)x+=F[b];if(O&&c===p.length-2)for(_=0;_<b&&x+F[_]<N;_++)x+=F[_];T=c-b+_+1,k=Math.floor((c+b+_+2)/2),w=O||c!==p.length-2?O||-1!==b?T%2?j(k):[(j(k)[0]+j(k+1)[0])/2,(j(k)[1]+j(k+1)[1])/2]:p[0]:p[p.length-1],p.splice(b+1,c-b+1,w),c=b+1,_&&(B=_),O&&(c===p.length-2?p[_]=p[p.length-1]:0===c&&(p[p.length-1]=p[0]))}for(p.splice(0,B),c=0;c<p.length;c++)p[c].length=2;if(!(p.length<2))if(O)p.pop(),t.paths.push(p);else{r||n.log(\"Unclosed interior contour?\",t.level,m.join(\",\"),p.join(\"L\"));var U=!1;for(A=0;A<t.edgepaths.length;A++)if(E=t.edgepaths[A],!U&&a(E[0],p[p.length-1],o,l)){p.pop(),U=!0;var V=!1;for(S=0;S<t.edgepaths.length;S++)if(a((C=t.edgepaths[S])[C.length-1],p[0],o,l)){V=!0,p.shift(),t.edgepaths.splice(A,1),S===A?t.paths.push(p.concat(C)):(S>A&&S--,t.edgepaths[S]=C.concat(p,E));break}V||(t.edgepaths[A]=p.concat(E))}for(A=0;A<t.edgepaths.length&&!U;A++)a((E=t.edgepaths[A])[E.length-1],p[0],o,l)&&(p.shift(),t.edgepaths[A]=E.concat(p),U=!0);U||t.edgepaths.push(p)}}function s(t,e,r){var n=e[0]+Math.max(r[0],0),i=e[1]+Math.max(r[1],0),a=t.z[i][n],o=t.xaxis,s=t.yaxis;if(r[1]){var l=(t.level-a)/(t.z[i][n+1]-a);return[o.c2p((1-l)*t.x[n]+l*t.x[n+1],!0),s.c2p(t.y[i],!0),n+l,i]}var c=(t.level-a)/(t.z[i+1][n]-a);return[o.c2p(t.x[n],!0),s.c2p((1-c)*t.y[i]+c*t.y[i+1],!0),n,i+c]}e.exports=function(t,e,r){var i,a,s,l;for(e=e||.01,r=r||.01,a=0;a<t.length;a++){for(s=t[a],l=0;l<s.starts.length;l++)o(s,s.starts[l],\"edge\",e,r);for(i=0;Object.keys(s.crossings).length&&i<1e4;)i++,o(s,Object.keys(s.crossings)[0].split(\",\").map(Number),void 0,e,r);1e4===i&&n.log(\"Infinite loop in contour?\")}}},{\"../../lib\":778,\"./constants\":1012}],1021:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"../heatmap/hover\");e.exports=function(t,e,r,a,o){var s=i(t,e,r,a,o,!0);return s&&s.forEach((function(t){var e=t.trace;\"constraint\"===e.contours.type&&(e.fillcolor&&n.opacity(e.fillcolor)?t.color=n.addOpacity(e.fillcolor,1):e.contours.showlines&&n.opacity(e.line.color)&&(t.color=n.addOpacity(e.line.color,1)))})),s}},{\"../../components/color\":643,\"../heatmap/hover\":1072}],1022:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\").plot,style:t(\"./style\"),colorbar:t(\"./colorbar\"),hoverPoints:t(\"./hover\"),moduleType:\"trace\",name:\"contour\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"2dMap\",\"contour\",\"showLegend\"],meta:{}}},{\"../../plots/cartesian\":841,\"./attributes\":1008,\"./calc\":1009,\"./colorbar\":1011,\"./defaults\":1017,\"./hover\":1021,\"./plot\":1026,\"./style\":1028}],1023:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e,r,i){if(i||(i={}),t(\"contours.showlabels\")){var a=e.font;n.coerceFont(t,\"contours.labelfont\",{family:a.family,size:a.size,color:r}),t(\"contours.labelformat\")}!1!==i.hasHover&&t(\"zhoverformat\")}},{\"../../lib\":778}],1024:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/colorscale\"),a=t(\"./end_plus\");e.exports=function(t){var e=t.contours,r=e.start,o=a(e),s=e.size||1,l=Math.floor((o-r)/s)+1,c=\"lines\"===e.coloring?0:1,u=i.extractOpts(t);isFinite(s)||(s=1,l=1);var f,h,p=u.reversescale?i.flipScale(u.colorscale):u.colorscale,d=p.length,g=new Array(d),m=new Array(d);if(\"heatmap\"===e.coloring){var v=u.min,y=u.max;for(h=0;h<d;h++)f=p[h],g[h]=f[0]*(y-v)+v,m[h]=f[1];var x=n.extent([v,y,e.start,e.start+s*(l-1)]),b=x[v<y?0:1],_=x[v<y?1:0];b!==v&&(g.splice(0,0,b),m.splice(0,0,m[0])),_!==y&&(g.push(_),m.push(m[m.length-1]))}else for(h=0;h<d;h++)f=p[h],g[h]=(f[0]*(l+c-1)-c/2)*s+r,m[h]=f[1];return i.makeColorScaleFunc({domain:g,range:m},{noNumericCheck:!0})}},{\"../../components/colorscale\":655,\"./end_plus\":1019,d3:169}],1025:[function(t,e,r){\"use strict\";var n=t(\"./constants\");function i(t,e){var r=(e[0][0]>t?0:1)+(e[0][1]>t?0:2)+(e[1][1]>t?0:4)+(e[1][0]>t?0:8);return 5===r||10===r?t>(e[0][0]+e[0][1]+e[1][0]+e[1][1])/4?5===r?713:1114:5===r?104:208:15===r?0:r}e.exports=function(t){var e,r,a,o,s,l,c,u,f,h=t[0].z,p=h.length,d=h[0].length,g=2===p||2===d;for(r=0;r<p-1;r++)for(o=[],0===r&&(o=o.concat(n.BOTTOMSTART)),r===p-2&&(o=o.concat(n.TOPSTART)),e=0;e<d-1;e++)for(a=o.slice(),0===e&&(a=a.concat(n.LEFTSTART)),e===d-2&&(a=a.concat(n.RIGHTSTART)),s=e+\",\"+r,l=[[h[r][e],h[r][e+1]],[h[r+1][e],h[r+1][e+1]]],f=0;f<t.length;f++)(c=i((u=t[f]).level,l))&&(u.crossings[s]=c,-1!==a.indexOf(c)&&(u.starts.push([e,r]),g&&-1!==a.indexOf(c,a.indexOf(c)+1)&&u.starts.push([e,r])))}},{\"./constants\":1012}],1026:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=t(\"../../components/drawing\"),o=t(\"../../components/colorscale\"),s=t(\"../../lib/svg_text_utils\"),l=t(\"../../plots/cartesian/axes\"),c=t(\"../../plots/cartesian/set_convert\"),u=t(\"../heatmap/plot\"),f=t(\"./make_crossings\"),h=t(\"./find_all_paths\"),p=t(\"./empty_pathinfo\"),d=t(\"./convert_to_constraints\"),g=t(\"./close_boundaries\"),m=t(\"./constants\"),v=m.LABELOPTIMIZER;function y(t,e){var r,n,o,s,l,c,u,f=\"\",h=0,p=t.edgepaths.map((function(t,e){return e})),d=!0;function g(t){return Math.abs(t[1]-e[2][1])<.01}function m(t){return Math.abs(t[0]-e[0][0])<.01}function v(t){return Math.abs(t[0]-e[2][0])<.01}for(;p.length;){for(c=a.smoothopen(t.edgepaths[h],t.smoothing),f+=d?c:c.replace(/^M/,\"L\"),p.splice(p.indexOf(h),1),r=t.edgepaths[h][t.edgepaths[h].length-1],s=-1,o=0;o<4;o++){if(!r){i.log(\"Missing end?\",h,t);break}for(u=r,Math.abs(u[1]-e[0][1])<.01&&!v(r)?n=e[1]:m(r)?n=e[0]:g(r)?n=e[3]:v(r)&&(n=e[2]),l=0;l<t.edgepaths.length;l++){var y=t.edgepaths[l][0];Math.abs(r[0]-n[0])<.01?Math.abs(r[0]-y[0])<.01&&(y[1]-r[1])*(n[1]-y[1])>=0&&(n=y,s=l):Math.abs(r[1]-n[1])<.01?Math.abs(r[1]-y[1])<.01&&(y[0]-r[0])*(n[0]-y[0])>=0&&(n=y,s=l):i.log(\"endpt to newendpt is not vert. or horz.\",r,n,y)}if(r=n,s>=0)break;f+=\"L\"+n}if(s===t.edgepaths.length){i.log(\"unclosed perimeter path\");break}h=s,(d=-1===p.indexOf(h))&&(h=p[0],f+=\"Z\")}for(h=0;h<t.paths.length;h++)f+=a.smoothclosed(t.paths[h],t.smoothing);return f}function x(t,e,r,n){var a=e.width/2,o=e.height/2,s=t.x,l=t.y,c=t.theta,u=Math.cos(c)*a,f=Math.sin(c)*a,h=(s>n.center?n.right-s:s-n.left)/(u+Math.abs(Math.sin(c)*o)),p=(l>n.middle?n.bottom-l:l-n.top)/(Math.abs(f)+Math.cos(c)*o);if(h<1||p<1)return 1/0;var d=v.EDGECOST*(1/(h-1)+1/(p-1));d+=v.ANGLECOST*c*c;for(var g=s-u,m=l-f,y=s+u,x=l+f,b=0;b<r.length;b++){var _=r[b],w=Math.cos(_.theta)*_.width/2,T=Math.sin(_.theta)*_.width/2,k=2*i.segmentDistance(g,m,y,x,_.x-w,_.y-T,_.x+w,_.y+T)/(e.height+_.height),M=_.level===e.level,A=M?v.SAMELEVELDISTANCE:1;if(k<=A)return 1/0;d+=v.NEIGHBORCOST*(M?v.SAMELEVELFACTOR:1)/(k-A)}return d}function b(t){var e,r,n=t.trace._emptypoints,i=[],a=t.z.length,o=t.z[0].length,s=[];for(e=0;e<o;e++)s.push(1);for(e=0;e<a;e++)i.push(s.slice());for(e=0;e<n.length;e++)i[(r=n[e])[0]][r[1]]=0;return t.zmask=i,i}r.plot=function(t,e,o,s){var l=e.xaxis,c=e.yaxis;i.makeTraceGroups(s,o,\"contour\").each((function(o){var s=n.select(this),v=o[0],x=v.trace,_=v.x,w=v.y,T=x.contours,k=p(T,e,v),M=i.ensureSingle(s,\"g\",\"heatmapcoloring\"),A=[];\"heatmap\"===T.coloring&&(A=[o]),u(t,e,A,M),f(k),h(k);var S=l.c2p(_[0],!0),E=l.c2p(_[_.length-1],!0),C=c.c2p(w[0],!0),L=c.c2p(w[w.length-1],!0),I=[[S,L],[E,L],[E,C],[S,C]],P=k;\"constraint\"===T.type&&(P=d(k,T._operation)),function(t,e,r){var n=i.ensureSingle(t,\"g\",\"contourbg\").selectAll(\"path\").data(\"fill\"===r.coloring?[0]:[]);n.enter().append(\"path\"),n.exit().remove(),n.attr(\"d\",\"M\"+e.join(\"L\")+\"Z\").style(\"stroke\",\"none\")}(s,I,T),function(t,e,r,a){var o=\"fill\"===a.coloring||\"constraint\"===a.type&&\"=\"!==a._operation,s=\"M\"+r.join(\"L\")+\"Z\";o&&g(e,a);var l=i.ensureSingle(t,\"g\",\"contourfill\").selectAll(\"path\").data(o?e:[]);l.enter().append(\"path\"),l.exit().remove(),l.each((function(t){var e=(t.prefixBoundary?s:\"\")+y(t,r);e?n.select(this).attr(\"d\",e).style(\"stroke\",\"none\"):n.select(this).remove()}))}(s,P,I,T),function(t,e,o,s,l){var c=i.ensureSingle(t,\"g\",\"contourlines\"),u=!1!==l.showlines,f=l.showlabels,h=u&&f,p=r.createLines(c,u||f,e),d=r.createLineClip(c,h,o,s.trace.uid),g=t.selectAll(\"g.contourlabels\").data(f?[0]:[]);if(g.exit().remove(),g.enter().append(\"g\").classed(\"contourlabels\",!0),f){var v=[],y=[];i.clearLocationCache();var x=r.labelFormatter(o,s),b=a.tester.append(\"text\").attr(\"data-notex\",1).call(a.font,l.labelfont),_=e[0].xaxis,w=e[0].yaxis,T=_._length,k=w._length,M=_.range,A=w.range,S=i.aggNums(Math.min,null,s.x),E=i.aggNums(Math.max,null,s.x),C=i.aggNums(Math.min,null,s.y),L=i.aggNums(Math.max,null,s.y),I=Math.max(_.c2p(S,!0),0),P=Math.min(_.c2p(E,!0),T),z=Math.max(w.c2p(L,!0),0),O=Math.min(w.c2p(C,!0),k),D={};M[0]<M[1]?(D.left=I,D.right=P):(D.left=P,D.right=I),A[0]<A[1]?(D.top=z,D.bottom=O):(D.top=O,D.bottom=z),D.middle=(D.top+D.bottom)/2,D.center=(D.left+D.right)/2,v.push([[D.left,D.top],[D.right,D.top],[D.right,D.bottom],[D.left,D.bottom]]);var R=Math.sqrt(T*T+k*k),F=m.LABELDISTANCE*R/Math.max(1,e.length/m.LABELINCREASE);p.each((function(t){var e=r.calcTextOpts(t.level,x,b,o);n.select(this).selectAll(\"path\").each((function(){var t=i.getVisibleSegment(this,D,e.height/2);if(t&&!(t.len<(e.width+e.height)*m.LABELMIN))for(var n=Math.min(Math.ceil(t.len/F),m.LABELMAX),a=0;a<n;a++){var o=r.findBestTextLocation(this,t,e,y,D);if(!o)break;r.addLabelData(o,e,y,v)}}))})),b.remove(),r.drawLabels(g,y,o,d,h?v:null)}f&&!u&&p.remove()}(s,k,t,v,T),function(t,e,r,n,o){var s=n.trace,l=r._fullLayout._clips,c=\"clip\"+s.uid,u=l.selectAll(\"#\"+c).data(s.connectgaps?[]:[0]);if(u.enter().append(\"clipPath\").classed(\"contourclip\",!0).attr(\"id\",c),u.exit().remove(),!1===s.connectgaps){var p={level:.9,crossings:{},starts:[],edgepaths:[],paths:[],xaxis:e.xaxis,yaxis:e.yaxis,x:n.x,y:n.y,z:b(n),smoothing:0};f([p]),h([p]),g([p],{type:\"levels\"}),i.ensureSingle(u,\"path\",\"\").attr(\"d\",(p.prefixBoundary?\"M\"+o.join(\"L\")+\"Z\":\"\")+y(p,o))}else c=null;a.setClipUrl(t,c,r)}(s,e,t,v,I)}))},r.createLines=function(t,e,r){var n=r[0].smoothing,i=t.selectAll(\"g.contourlevel\").data(e?r:[]);if(i.exit().remove(),i.enter().append(\"g\").classed(\"contourlevel\",!0),e){var o=i.selectAll(\"path.openline\").data((function(t){return t.pedgepaths||t.edgepaths}));o.exit().remove(),o.enter().append(\"path\").classed(\"openline\",!0),o.attr(\"d\",(function(t){return a.smoothopen(t,n)})).style(\"stroke-miterlimit\",1).style(\"vector-effect\",\"non-scaling-stroke\");var s=i.selectAll(\"path.closedline\").data((function(t){return t.ppaths||t.paths}));s.exit().remove(),s.enter().append(\"path\").classed(\"closedline\",!0),s.attr(\"d\",(function(t){return a.smoothclosed(t,n)})).style(\"stroke-miterlimit\",1).style(\"vector-effect\",\"non-scaling-stroke\")}return i},r.createLineClip=function(t,e,r,n){var i=e?\"clipline\"+n:null,o=r._fullLayout._clips.selectAll(\"#\"+i).data(e?[0]:[]);return o.exit().remove(),o.enter().append(\"clipPath\").classed(\"contourlineclip\",!0).attr(\"id\",i),a.setClipUrl(t,i,r),o},r.labelFormatter=function(t,e){var r=t._fullLayout,n=e.trace,i=n.contours,a={type:\"linear\",_id:\"ycontour\",showexponent:\"all\",exponentformat:\"B\"};if(i.labelformat)a.tickformat=i.labelformat,c(a,r);else{var s=o.extractOpts(n);if(s&&s.colorbar&&s.colorbar._axis)a=s.colorbar._axis;else{if(\"constraint\"===i.type){var u=i.value;Array.isArray(u)?a.range=[u[0],u[u.length-1]]:a.range=[u,u]}else a.range=[i.start,i.end],a.nticks=(i.end-i.start)/i.size;a.range[0]===a.range[1]&&(a.range[1]+=a.range[0]||1),a.nticks||(a.nticks=1e3),c(a,r),l.prepTicks(a),a._tmin=null,a._tmax=null}}return function(t){return l.tickText(a,t).text}},r.calcTextOpts=function(t,e,r,n){var i=e(t);r.text(i).call(s.convertToTspans,n);var o=r.node(),l=a.bBox(o,!0);return{text:i,width:l.width,height:l.height,fontSize:+o.style[\"font-size\"].replace(\"px\",\"\"),level:t,dy:(l.top+l.bottom)/2}},r.findBestTextLocation=function(t,e,r,n,a){var o,s,l,c,u,f=r.width;e.isClosed?(s=e.len/v.INITIALSEARCHPOINTS,o=e.min+s/2,l=e.max):(s=(e.len-f)/(v.INITIALSEARCHPOINTS+1),o=e.min+s+f/2,l=e.max-(s+f)/2);for(var h=1/0,p=0;p<v.ITERATIONS;p++){for(var d=o;d<l;d+=s){var g=i.getTextLocation(t,e.total,d,f),m=x(g,r,n,a);m<h&&(h=m,u=g,c=d)}if(h>2*v.MAXCOST)break;p&&(s/=2),l=(o=c-s/2)+1.5*s}if(h<=v.MAXCOST)return u},r.addLabelData=function(t,e,r,n){var i=e.fontSize,a=e.width+i/3,o=Math.max(0,e.height-i/3),s=t.x,l=t.y,c=t.theta,u=Math.sin(c),f=Math.cos(c),h=function(t,e){return[s+t*f-e*u,l+t*u+e*f]},p=[h(-a/2,-o/2),h(-a/2,o/2),h(a/2,o/2),h(a/2,-o/2)];r.push({text:e.text,x:s,y:l,dy:e.dy,theta:c,level:e.level,width:a,height:o}),n.push(p)},r.drawLabels=function(t,e,r,a,o){var l=t.selectAll(\"text\").data(e,(function(t){return t.text+\",\"+t.x+\",\"+t.y+\",\"+t.theta}));if(l.exit().remove(),l.enter().append(\"text\").attr({\"data-notex\":1,\"text-anchor\":\"middle\"}).each((function(t){var e=t.x+Math.sin(t.theta)*t.dy,i=t.y-Math.cos(t.theta)*t.dy;n.select(this).text(t.text).attr({x:e,y:i,transform:\"rotate(\"+180*t.theta/Math.PI+\" \"+e+\" \"+i+\")\"}).call(s.convertToTspans,r)})),o){for(var c=\"\",u=0;u<o.length;u++)c+=\"M\"+o[u].join(\"L\")+\"Z\";i.ensureSingle(a,\"path\",\"\").attr(\"d\",c)}}},{\"../../components/colorscale\":655,\"../../components/drawing\":665,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../../plots/cartesian/axes\":828,\"../../plots/cartesian/set_convert\":848,\"../heatmap/plot\":1076,\"./close_boundaries\":1010,\"./constants\":1012,\"./convert_to_constraints\":1016,\"./empty_pathinfo\":1018,\"./find_all_paths\":1020,\"./make_crossings\":1025,d3:169}],1027:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\"),i=t(\"../../lib\");function a(t,e,r){var i={type:\"linear\",range:[t,e]};return n.autoTicks(i,(e-t)/(r||15)),i}e.exports=function(t,e){var r=t.contours;if(t.autocontour){var o=t.zmin,s=t.zmax;(t.zauto||void 0===o)&&(o=i.aggNums(Math.min,null,e)),(t.zauto||void 0===s)&&(s=i.aggNums(Math.max,null,e));var l=a(o,s,t.ncontours);r.size=l.dtick,r.start=n.tickFirst(l),l.range.reverse(),r.end=n.tickFirst(l),r.start===o&&(r.start+=r.size),r.end===s&&(r.end-=r.size),r.start>r.end&&(r.start=r.end=(r.start+r.end)/2),t._input.contours||(t._input.contours={}),i.extendFlat(t._input.contours,{start:r.start,end:r.end,size:r.size}),t._input.autocontour=!0}else if(\"constraint\"!==r.type){var c,u=r.start,f=r.end,h=t._input.contours;if(u>f&&(r.start=h.start=f,f=r.end=h.end=u,u=r.start),!(r.size>0))c=u===f?1:a(u,f,t.ncontours).dtick,h.size=r.size=c}}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828}],1028:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/drawing\"),a=t(\"../heatmap/style\"),o=t(\"./make_color_map\");e.exports=function(t){var e=n.select(t).selectAll(\"g.contour\");e.style(\"opacity\",(function(t){return t[0].trace.opacity})),e.each((function(t){var e=n.select(this),r=t[0].trace,a=r.contours,s=r.line,l=a.size||1,c=a.start,u=\"constraint\"===a.type,f=!u&&\"lines\"===a.coloring,h=!u&&\"fill\"===a.coloring,p=f||h?o(r):null;e.selectAll(\"g.contourlevel\").each((function(t){n.select(this).selectAll(\"path\").call(i.lineGroupStyle,s.width,f?p(t.level):s.color,s.dash)}));var d=a.labelfont;if(e.selectAll(\"g.contourlabels text\").each((function(t){i.font(n.select(this),{family:d.family,size:d.size,color:d.color||(f?p(t.level):s.color)})})),u)e.selectAll(\"g.contourfill path\").style(\"fill\",r.fillcolor);else if(h){var g;e.selectAll(\"g.contourfill path\").style(\"fill\",(function(t){return void 0===g&&(g=t.level),p(t.level+.5*l)})),void 0===g&&(g=c),e.selectAll(\"g.contourbg path\").style(\"fill\",p(g-.5*l))}})),a(t)}},{\"../../components/drawing\":665,\"../heatmap/style\":1077,\"./make_color_map\":1024,d3:169}],1029:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/defaults\"),i=t(\"./label_defaults\");e.exports=function(t,e,r,a,o){var s,l=r(\"contours.coloring\"),c=\"\";\"fill\"===l&&(s=r(\"contours.showlines\")),!1!==s&&(\"lines\"!==l&&(c=r(\"line.color\",\"#000\")),r(\"line.width\",.5),r(\"line.dash\")),\"none\"!==l&&(!0!==t.showlegend&&(e.showlegend=!1),e._dfltShowLegend=!1,n(t,e,a,r,{prefix:\"\",cLetter:\"z\"})),r(\"line.smoothing\"),i(r,a,c,o)}},{\"../../components/colorscale/defaults\":653,\"./label_defaults\":1023}],1030:[function(t,e,r){\"use strict\";var n=t(\"../heatmap/attributes\"),i=t(\"../contour/attributes\"),a=t(\"../../components/colorscale/attributes\"),o=t(\"../../lib/extend\").extendFlat,s=i.contours;e.exports=o({carpet:{valType:\"string\",editType:\"calc\"},z:n.z,a:n.x,a0:n.x0,da:n.dx,b:n.y,b0:n.y0,db:n.dy,text:n.text,hovertext:n.hovertext,transpose:n.transpose,atype:n.xtype,btype:n.ytype,fillcolor:i.fillcolor,autocontour:i.autocontour,ncontours:i.ncontours,contours:{type:s.type,start:s.start,end:s.end,size:s.size,coloring:{valType:\"enumerated\",values:[\"fill\",\"lines\",\"none\"],dflt:\"fill\",editType:\"calc\"},showlines:s.showlines,showlabels:s.showlabels,labelfont:s.labelfont,labelformat:s.labelformat,operation:s.operation,value:s.value,editType:\"calc\",impliedEdits:{autocontour:!1}},line:{color:i.line.color,width:i.line.width,dash:i.line.dash,smoothing:i.line.smoothing,editType:\"plot\"},transforms:void 0},a(\"\",{cLetter:\"z\",autoColorDflt:!1}))},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../contour/attributes\":1008,\"../heatmap/attributes\":1065}],1031:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\"),i=t(\"../../lib\"),a=t(\"../heatmap/convert_column_xyz\"),o=t(\"../heatmap/clean_2d_array\"),s=t(\"../heatmap/interp2d\"),l=t(\"../heatmap/find_empties\"),c=t(\"../heatmap/make_bound_array\"),u=t(\"./defaults\"),f=t(\"../carpet/lookup_carpetid\"),h=t(\"../contour/set_contours\");e.exports=function(t,e){var r=e._carpetTrace=f(t,e);if(r&&r.visible&&\"legendonly\"!==r.visible){if(!e.a||!e.b){var p=t.data[r.index],d=t.data[e.index];d.a||(d.a=p.a),d.b||(d.b=p.b),u(d,e,e._defaultColor,t._fullLayout)}var g=function(t,e){var r,u,f,h,p,d,g,m=e._carpetTrace,v=m.aaxis,y=m.baxis;v._minDtick=0,y._minDtick=0,i.isArray1D(e.z)&&a(e,v,y,\"a\",\"b\",[\"z\"]);r=e._a=e._a||e.a,h=e._b=e._b||e.b,r=r?v.makeCalcdata(e,\"_a\"):[],h=h?y.makeCalcdata(e,\"_b\"):[],u=e.a0||0,f=e.da||1,p=e.b0||0,d=e.db||1,g=e._z=o(e._z||e.z,e.transpose),e._emptypoints=l(g),s(g,e._emptypoints);var x=i.maxRowLength(g),b=\"scaled\"===e.xtype?\"\":r,_=c(e,b,u,f,x,v),w=\"scaled\"===e.ytype?\"\":h,T=c(e,w,p,d,g.length,y),k={a:_,b:T,z:g};\"levels\"===e.contours.type&&\"none\"!==e.contours.coloring&&n(t,e,{vals:g,containerStr:\"\",cLetter:\"z\"});return[k]}(t,e);return h(e,e._z),g}}},{\"../../components/colorscale/calc\":651,\"../../lib\":778,\"../carpet/lookup_carpetid\":981,\"../contour/set_contours\":1027,\"../heatmap/clean_2d_array\":1067,\"../heatmap/convert_column_xyz\":1069,\"../heatmap/find_empties\":1071,\"../heatmap/interp2d\":1074,\"../heatmap/make_bound_array\":1075,\"./defaults\":1032}],1032:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../heatmap/xyz_defaults\"),a=t(\"./attributes\"),o=t(\"../contour/constraint_defaults\"),s=t(\"../contour/contours_defaults\"),l=t(\"../contour/style_defaults\");e.exports=function(t,e,r,c){function u(r,i){return n.coerce(t,e,a,r,i)}if(u(\"carpet\"),t.a&&t.b){if(!i(t,e,u,c,\"a\",\"b\"))return void(e.visible=!1);u(\"text\"),\"constraint\"===u(\"contours.type\")?o(t,e,u,c,r,{hasHover:!1}):(s(t,e,u,(function(r){return n.coerce2(t,e,a,r)})),l(t,e,u,c,{hasHover:!1}))}else e._defaultColor=r,e._length=null}},{\"../../lib\":778,\"../contour/constraint_defaults\":1013,\"../contour/contours_defaults\":1015,\"../contour/style_defaults\":1029,\"../heatmap/xyz_defaults\":1079,\"./attributes\":1030}],1033:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:t(\"../contour/colorbar\"),calc:t(\"./calc\"),plot:t(\"./plot\"),style:t(\"../contour/style\"),moduleType:\"trace\",name:\"contourcarpet\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"carpet\",\"contour\",\"symbols\",\"showLegend\",\"hasLines\",\"carpetDependent\",\"noHover\",\"noSortingByValue\"],meta:{}}},{\"../../plots/cartesian\":841,\"../contour/colorbar\":1011,\"../contour/style\":1028,\"./attributes\":1030,\"./calc\":1031,\"./defaults\":1032,\"./plot\":1034}],1034:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../carpet/map_1d_array\"),a=t(\"../carpet/makepath\"),o=t(\"../../components/drawing\"),s=t(\"../../lib\"),l=t(\"../contour/make_crossings\"),c=t(\"../contour/find_all_paths\"),u=t(\"../contour/plot\"),f=t(\"../contour/constants\"),h=t(\"../contour/convert_to_constraints\"),p=t(\"../contour/empty_pathinfo\"),d=t(\"../contour/close_boundaries\"),g=t(\"../carpet/lookup_carpetid\"),m=t(\"../carpet/axis_aligned_line\");function v(t,e,r){var n=t.getPointAtLength(e),i=t.getPointAtLength(r),a=i.x-n.x,o=i.y-n.y,s=Math.sqrt(a*a+o*o);return[a/s,o/s]}function y(t){var e=Math.sqrt(t[0]*t[0]+t[1]*t[1]);return[t[0]/e,t[1]/e]}function x(t,e){var r=Math.abs(t[0]*e[0]+t[1]*e[1]);return Math.sqrt(1-r*r)/r}e.exports=function(t,e,r,b){var _=e.xaxis,w=e.yaxis;s.makeTraceGroups(b,r,\"contour\").each((function(r){var b=n.select(this),T=r[0],k=T.trace,M=k._carpetTrace=g(t,k),A=t.calcdata[M.index][0];if(M.visible&&\"legendonly\"!==M.visible){var S=T.a,E=T.b,C=k.contours,L=p(C,e,T),I=\"constraint\"===C.type,P=C._operation,z=I?\"=\"===P?\"lines\":\"fill\":C.coloring,O=[[S[0],E[E.length-1]],[S[S.length-1],E[E.length-1]],[S[S.length-1],E[0]],[S[0],E[0]]];l(L);var D=1e-8*(S[S.length-1]-S[0]),R=1e-8*(E[E.length-1]-E[0]);c(L,D,R);var F,B,N,j,U=L;\"constraint\"===C.type&&(U=h(L,P)),function(t,e){var r,n,i,a,o,s,l,c,u;for(r=0;r<t.length;r++){for(a=t[r],o=a.pedgepaths=[],s=a.ppaths=[],n=0;n<a.edgepaths.length;n++){for(u=a.edgepaths[n],l=[],i=0;i<u.length;i++)l[i]=e(u[i]);o.push(l)}for(n=0;n<a.paths.length;n++){for(u=a.paths[n],c=[],i=0;i<u.length;i++)c[i]=e(u[i]);s.push(c)}}}(L,H);var V=[];for(j=A.clipsegments.length-1;j>=0;j--)F=A.clipsegments[j],B=i([],F.x,_.c2p),N=i([],F.y,w.c2p),B.reverse(),N.reverse(),V.push(a(B,N,F.bicubic));var q=\"M\"+V.join(\"L\")+\"Z\";!function(t,e,r,n,o,l){var c,u,f,h,p=s.ensureSingle(t,\"g\",\"contourbg\").selectAll(\"path\").data(\"fill\"!==l||o?[]:[0]);p.enter().append(\"path\"),p.exit().remove();var d=[];for(h=0;h<e.length;h++)c=e[h],u=i([],c.x,r.c2p),f=i([],c.y,n.c2p),d.push(a(u,f,c.bicubic));p.attr(\"d\",\"M\"+d.join(\"L\")+\"Z\").style(\"stroke\",\"none\")}(b,A.clipsegments,_,w,I,z),function(t,e,r,i,a,l,c,u,f,h,p){var g=\"fill\"===h;g&&d(a,t.contours);var v=s.ensureSingle(e,\"g\",\"contourfill\").selectAll(\"path\").data(g?a:[]);v.enter().append(\"path\"),v.exit().remove(),v.each((function(t){var e=(t.prefixBoundary?p:\"\")+function(t,e,r,n,i,a,l,c){var u,f,h,p,d,g,v,y=\"\",x=e.edgepaths.map((function(t,e){return e})),b=!0,_=1e-4*Math.abs(r[0][0]-r[2][0]),w=1e-4*Math.abs(r[0][1]-r[2][1]);function T(t){return Math.abs(t[1]-r[0][1])<w}function k(t){return Math.abs(t[1]-r[2][1])<w}function M(t){return Math.abs(t[0]-r[0][0])<_}function A(t){return Math.abs(t[0]-r[2][0])<_}function S(t,e){var r,n,o,s,u=\"\";for(T(t)&&!A(t)||k(t)&&!M(t)?(s=i.aaxis,o=m(i,a,[t[0],e[0]],.5*(t[1]+e[1]))):(s=i.baxis,o=m(i,a,.5*(t[0]+e[0]),[t[1],e[1]])),r=1;r<o.length;r++)for(u+=s.smoothing?\"C\":\"L\",n=0;n<o[r].length;n++){var f=o[r][n];u+=[l.c2p(f[0]),c.c2p(f[1])]+\" \"}return u}u=0,f=null;for(;x.length;){var E=e.edgepaths[u][0];for(f&&(y+=S(f,E)),v=o.smoothopen(e.edgepaths[u].map(n),e.smoothing),y+=b?v:v.replace(/^M/,\"L\"),x.splice(x.indexOf(u),1),f=e.edgepaths[u][e.edgepaths[u].length-1],d=-1,p=0;p<4;p++){if(!f){s.log(\"Missing end?\",u,e);break}for(T(f)&&!A(f)?h=r[1]:M(f)?h=r[0]:k(f)?h=r[3]:A(f)&&(h=r[2]),g=0;g<e.edgepaths.length;g++){var C=e.edgepaths[g][0];Math.abs(f[0]-h[0])<_?Math.abs(f[0]-C[0])<_&&(C[1]-f[1])*(h[1]-C[1])>=0&&(h=C,d=g):Math.abs(f[1]-h[1])<w?Math.abs(f[1]-C[1])<w&&(C[0]-f[0])*(h[0]-C[0])>=0&&(h=C,d=g):s.log(\"endpt to newendpt is not vert. or horz.\",f,h,C)}if(d>=0)break;y+=S(f,h),f=h}if(d===e.edgepaths.length){s.log(\"unclosed perimeter path\");break}u=d,(b=-1===x.indexOf(u))&&(u=x[0],y+=S(f,h)+\"Z\",f=null)}for(u=0;u<e.paths.length;u++)y+=o.smoothclosed(e.paths[u].map(n),e.smoothing);return y}(0,t,l,c,u,f,r,i);e?n.select(this).attr(\"d\",e).style(\"stroke\",\"none\"):n.select(this).remove()}))}(k,b,_,w,U,O,H,M,A,z,q),function(t,e,r,i,a,l,c){var h=s.ensureSingle(t,\"g\",\"contourlines\"),p=!1!==a.showlines,d=a.showlabels,g=p&&d,m=u.createLines(h,p||d,e),b=u.createLineClip(h,g,r,i.trace.uid),_=t.selectAll(\"g.contourlabels\").data(d?[0]:[]);if(_.exit().remove(),_.enter().append(\"g\").classed(\"contourlabels\",!0),d){var w=l.xaxis,T=l.yaxis,k=w._length,M=T._length,A=[[[0,0],[k,0],[k,M],[0,M]]],S=[];s.clearLocationCache();var E=u.labelFormatter(r,i),C=o.tester.append(\"text\").attr(\"data-notex\",1).call(o.font,a.labelfont),L={left:0,right:k,center:k/2,top:0,bottom:M,middle:M/2},I=Math.sqrt(k*k+M*M),P=f.LABELDISTANCE*I/Math.max(1,e.length/f.LABELINCREASE);m.each((function(t){var e=u.calcTextOpts(t.level,E,C,r);n.select(this).selectAll(\"path\").each((function(r){var n=s.getVisibleSegment(this,L,e.height/2);if(n&&(function(t,e,r,n,i,a){for(var o,s=0;s<r.pedgepaths.length;s++)e===r.pedgepaths[s]&&(o=r.edgepaths[s]);if(!o)return;var l=i.a[0],c=i.a[i.a.length-1],u=i.b[0],f=i.b[i.b.length-1];function h(t,e){var r,n=0;return(Math.abs(t[0]-l)<.1||Math.abs(t[0]-c)<.1)&&(r=y(i.dxydb_rough(t[0],t[1],.1)),n=Math.max(n,a*x(e,r)/2)),(Math.abs(t[1]-u)<.1||Math.abs(t[1]-f)<.1)&&(r=y(i.dxyda_rough(t[0],t[1],.1)),n=Math.max(n,a*x(e,r)/2)),n}var p=v(t,0,1),d=v(t,n.total,n.total-1),g=h(o[0],p),m=n.total-h(o[o.length-1],d);n.min<g&&(n.min=g);n.max>m&&(n.max=m);n.len=n.max-n.min}(this,r,t,n,c,e.height),!(n.len<(e.width+e.height)*f.LABELMIN)))for(var i=Math.min(Math.ceil(n.len/P),f.LABELMAX),a=0;a<i;a++){var o=u.findBestTextLocation(this,n,e,S,L);if(!o)break;u.addLabelData(o,e,S,A)}}))})),C.remove(),u.drawLabels(_,S,r,b,g?A:null)}d&&!p&&m.remove()}(b,L,t,T,C,e,M),o.setClipUrl(b,M._clipPathId,t)}function H(t){var e=M.ab2xy(t[0],t[1],!0);return[_.c2p(e[0]),w.c2p(e[1])]}}))}},{\"../../components/drawing\":665,\"../../lib\":778,\"../carpet/axis_aligned_line\":965,\"../carpet/lookup_carpetid\":981,\"../carpet/makepath\":982,\"../carpet/map_1d_array\":983,\"../contour/close_boundaries\":1010,\"../contour/constants\":1012,\"../contour/convert_to_constraints\":1016,\"../contour/empty_pathinfo\":1018,\"../contour/find_all_paths\":1020,\"../contour/make_crossings\":1025,\"../contour/plot\":1026,d3:169}],1035:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/attributes\"),o=t(\"../scattermapbox/attributes\"),s=t(\"../../lib/extend\").extendFlat;e.exports=s({lon:o.lon,lat:o.lat,z:{valType:\"data_array\",editType:\"calc\"},radius:{valType:\"number\",editType:\"plot\",arrayOk:!0,min:1,dflt:30},below:{valType:\"string\",editType:\"plot\"},text:o.text,hovertext:o.hovertext,hoverinfo:s({},a.hoverinfo,{flags:[\"lon\",\"lat\",\"z\",\"text\",\"name\"]}),hovertemplate:i(),showlegend:s({},a.showlegend,{dflt:!1})},n(\"\",{cLetter:\"z\",editTypeOverride:\"calc\"}))},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../scattermapbox/attributes\":1252}],1036:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\").isArrayOrTypedArray,a=t(\"../../constants/numerical\").BADNUM,o=t(\"../../components/colorscale/calc\"),s=t(\"../../lib\")._;e.exports=function(t,e){for(var r=e._length,l=new Array(r),c=e.z,u=i(c)&&c.length,f=0;f<r;f++){var h=l[f]={},p=e.lon[f],d=e.lat[f];if(h.lonlat=n(p)&&n(d)?[+p,+d]:[a,a],u){var g=c[f];h.z=n(g)?g:a}}return o(t,e,{vals:u?c:[0,1],containerStr:\"\",cLetter:\"z\"}),r&&(l[0].t={labels:{lat:s(t,\"lat:\")+\" \",lon:s(t,\"lon:\")+\" \"}}),l}},{\"../../components/colorscale/calc\":651,\"../../constants/numerical\":753,\"../../lib\":778,\"fast-isnumeric\":241}],1037:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"../../components/color\"),o=t(\"../../components/colorscale\"),s=t(\"../../constants/numerical\").BADNUM,l=t(\"../../lib/geojson_utils\").makeBlank;e.exports=function(t){var e=t[0].trace,r=!0===e.visible&&0!==e._length,c=e._opts={heatmap:{layout:{visibility:\"none\"},paint:{}},geojson:l()};if(!r)return c;var u,f=[],h=e.z,p=e.radius,d=i.isArrayOrTypedArray(h)&&h.length,g=i.isArrayOrTypedArray(p);for(u=0;u<t.length;u++){var m=t[u],v=m.lonlat;if(v[0]!==s){var y={};if(d){var x=m.z;y.z=x!==s?x:0}g&&(y.r=n(p[u])&&p[u]>0?+p[u]:0),f.push({type:\"Feature\",geometry:{type:\"Point\",coordinates:v},properties:y})}}var b=o.extractOpts(e),_=b.reversescale?o.flipScale(b.colorscale):b.colorscale,w=_[0][1],T=[\"interpolate\",[\"linear\"],[\"heatmap-density\"],0,a.opacity(w)<1?w:a.addOpacity(w,0)];for(u=1;u<_.length;u++)T.push(_[u][0],_[u][1]);var k=[\"interpolate\",[\"linear\"],[\"get\",\"z\"],b.min,0,b.max,1];return i.extendFlat(c.heatmap.paint,{\"heatmap-weight\":d?k:1/(b.max-b.min),\"heatmap-color\":T,\"heatmap-radius\":g?{type:\"identity\",property:\"r\"}:e.radius,\"heatmap-opacity\":e.opacity}),c.geojson={type:\"FeatureCollection\",features:f},c.heatmap.layout.visibility=\"visible\",c}},{\"../../components/color\":643,\"../../components/colorscale\":655,\"../../constants/numerical\":753,\"../../lib\":778,\"../../lib/geojson_utils\":772,\"fast-isnumeric\":241}],1038:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/colorscale/defaults\"),a=t(\"./attributes\");e.exports=function(t,e,r,o){function s(r,i){return n.coerce(t,e,a,r,i)}var l=s(\"lon\")||[],c=s(\"lat\")||[],u=Math.min(l.length,c.length);u?(e._length=u,s(\"z\"),s(\"radius\"),s(\"below\"),s(\"text\"),s(\"hovertext\"),s(\"hovertemplate\"),i(t,e,o,s,{prefix:\"\",cLetter:\"z\"})):e.visible=!1}},{\"../../components/colorscale/defaults\":653,\"../../lib\":778,\"./attributes\":1035}],1039:[function(t,e,r){\"use strict\";e.exports=function(t,e){return t.lon=e.lon,t.lat=e.lat,t.z=e.z,t}},{}],1040:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../scattermapbox/hover\");e.exports=function(t,e,r){var o=a(t,e,r);if(o){var s=o[0],l=s.cd,c=l[0].trace,u=l[s.index];if(delete s.color,\"z\"in u){var f=s.subplot.mockAxis;s.z=u.z,s.zLabel=i.tickText(f,f.c2l(u.z),\"hover\").text}return s.extraText=function(t,e,r){if(t.hovertemplate)return;var i=(e.hi||t.hoverinfo).split(\"+\"),a=-1!==i.indexOf(\"all\"),o=-1!==i.indexOf(\"lon\"),s=-1!==i.indexOf(\"lat\"),l=e.lonlat,c=[];function u(t){return t+\"\\xb0\"}a||o&&s?c.push(\"(\"+u(l[0])+\", \"+u(l[1])+\")\"):o?c.push(r.lon+u(l[0])):s&&c.push(r.lat+u(l[1]));(a||-1!==i.indexOf(\"text\"))&&n.fillText(e,t,c);return c.join(\"<br>\")}(c,u,l[0].t.labels),[s]}}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"../scattermapbox/hover\":1257}],1041:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:t(\"../heatmap/colorbar\"),formatLabels:t(\"../scattermapbox/format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),hoverPoints:t(\"./hover\"),eventData:t(\"./event_data\"),getBelow:function(t,e){for(var r=e.getMapLayers(),n=0;n<r.length;n++){var i=r[n],a=i.id;if(\"symbol\"===i.type&&\"string\"==typeof a&&-1===a.indexOf(\"plotly-\"))return a}},moduleType:\"trace\",name:\"densitymapbox\",basePlotModule:t(\"../../plots/mapbox\"),categories:[\"mapbox\",\"gl\",\"showLegend\"],meta:{hr_name:\"density_mapbox\"}}},{\"../../plots/mapbox\":885,\"../heatmap/colorbar\":1068,\"../scattermapbox/format_labels\":1256,\"./attributes\":1035,\"./calc\":1036,\"./defaults\":1038,\"./event_data\":1039,\"./hover\":1040,\"./plot\":1042}],1042:[function(t,e,r){\"use strict\";var n=t(\"./convert\"),i=t(\"../../plots/mapbox/constants\").traceLayerPrefix;function a(t,e){this.type=\"densitymapbox\",this.subplot=t,this.uid=e,this.sourceId=\"source-\"+e,this.layerList=[[\"heatmap\",i+e+\"-heatmap\"]],this.below=null}var o=a.prototype;o.update=function(t){var e=this.subplot,r=this.layerList,i=n(t),a=e.belowLookup[\"trace-\"+this.uid];e.map.getSource(this.sourceId).setData(i.geojson),a!==this.below&&(this._removeLayers(),this._addLayers(i,a),this.below=a);for(var o=0;o<r.length;o++){var s=r[o],l=s[0],c=s[1],u=i[l];e.setOptions(c,\"setLayoutProperty\",u.layout),\"visible\"===u.layout.visibility&&e.setOptions(c,\"setPaintProperty\",u.paint)}},o._addLayers=function(t,e){for(var r=this.subplot,n=this.layerList,i=this.sourceId,a=0;a<n.length;a++){var o=n[a],s=o[0],l=t[s];r.addLayer({type:s,id:o[1],source:i,layout:l.layout,paint:l.paint},e)}},o._removeLayers=function(){for(var t=this.subplot.map,e=this.layerList,r=e.length-1;r>=0;r--)t.removeLayer(e[r][1])},o.dispose=function(){var t=this.subplot.map;this._removeLayers(),t.removeSource(this.sourceId)},e.exports=function(t,e){var r=e[0].trace,i=new a(t,r.uid),o=i.sourceId,s=n(e),l=i.below=t.belowLookup[\"trace-\"+r.uid];return t.map.addSource(o,{type:\"geojson\",data:s.geojson}),i._addLayers(s,l),i}},{\"../../plots/mapbox/constants\":883,\"./convert\":1037}],1043:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){for(var r=0;r<t.length;r++)t[r].i=r;n.mergeArray(e.text,t,\"tx\"),n.mergeArray(e.hovertext,t,\"htx\");var i=e.marker;if(i){n.mergeArray(i.opacity,t,\"mo\"),n.mergeArray(i.color,t,\"mc\");var a=i.line;a&&(n.mergeArray(a.color,t,\"mlc\"),n.mergeArrayCastPositive(a.width,t,\"mlw\"))}}},{\"../../lib\":778}],1044:[function(t,e,r){\"use strict\";var n=t(\"../bar/attributes\"),i=t(\"../scatter/attributes\").line,a=t(\"../../plots/attributes\"),o=t(\"../../plots/template_attributes\").hovertemplateAttrs,s=t(\"../../plots/template_attributes\").texttemplateAttrs,l=t(\"./constants\"),c=t(\"../../lib/extend\").extendFlat,u=t(\"../../components/color\");e.exports={x:n.x,x0:n.x0,dx:n.dx,y:n.y,y0:n.y0,dy:n.dy,xperiod:n.xperiod,yperiod:n.yperiod,xperiod0:n.xperiod0,yperiod0:n.yperiod0,xperiodalignment:n.xperiodalignment,yperiodalignment:n.yperiodalignment,hovertext:n.hovertext,hovertemplate:o({},{keys:l.eventDataKeys}),hoverinfo:c({},a.hoverinfo,{flags:[\"name\",\"x\",\"y\",\"text\",\"percent initial\",\"percent previous\",\"percent total\"]}),textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"percent initial\",\"percent previous\",\"percent total\",\"value\"],extras:[\"none\"],editType:\"plot\",arrayOk:!1},texttemplate:s({editType:\"plot\"},{keys:l.eventDataKeys.concat([\"label\",\"value\"])}),text:n.text,textposition:c({},n.textposition,{dflt:\"auto\"}),insidetextanchor:c({},n.insidetextanchor,{dflt:\"middle\"}),textangle:c({},n.textangle,{dflt:0}),textfont:n.textfont,insidetextfont:n.insidetextfont,outsidetextfont:n.outsidetextfont,constraintext:n.constraintext,cliponaxis:n.cliponaxis,orientation:c({},n.orientation,{}),offset:c({},n.offset,{arrayOk:!1}),width:c({},n.width,{arrayOk:!1}),marker:n.marker,connector:{fillcolor:{valType:\"color\",editType:\"style\"},line:{color:c({},i.color,{dflt:u.defaultLine}),width:c({},i.width,{dflt:0,editType:\"plot\"}),dash:i.dash,editType:\"style\"},visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},editType:\"plot\"},offsetgroup:n.offsetgroup,alignmentgroup:n.alignmentgroup}},{\"../../components/color\":643,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../bar/attributes\":921,\"../scatter/attributes\":1187,\"./constants\":1046}],1045:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\"),i=t(\"../../plots/cartesian/align_period\"),a=t(\"./arrays_to_calcdata\"),o=t(\"../scatter/calc_selection\"),s=t(\"../../constants/numerical\").BADNUM;function l(t){return t===s?0:t}e.exports=function(t,e){var r,c,u,f,h,p,d=n.getFromId(t,e.xaxis||\"x\"),g=n.getFromId(t,e.yaxis||\"y\");\"h\"===e.orientation?(r=d.makeCalcdata(e,\"x\"),u=g.makeCalcdata(e,\"y\"),c=i(e,g,\"y\",u),p=!!e.yperiodalignment):(r=g.makeCalcdata(e,\"y\"),u=d.makeCalcdata(e,\"x\"),c=i(e,d,\"x\",u),p=!!e.xperiodalignment);var m,v=Math.min(c.length,r.length),y=new Array(v);for(e._base=[],f=0;f<v;f++){r[f]<0&&(r[f]=s);var x=!1;r[f]!==s&&f+1<v&&r[f+1]!==s&&(x=!0),h=y[f]={p:c[f],s:r[f],cNext:x},e._base[f]=-.5*h.s,p&&(y[f].orig_p=u[f]),e.ids&&(h.id=String(e.ids[f])),0===f&&(y[0].vTotal=0),y[0].vTotal+=l(h.s),h.begR=l(h.s)/l(y[0].s)}for(f=0;f<v;f++)(h=y[f]).s!==s&&(h.sumR=h.s/y[0].vTotal,h.difR=void 0!==m?h.s/m:1,m=h.s);return a(y,e),o(y,e),y}},{\"../../constants/numerical\":753,\"../../plots/cartesian/align_period\":825,\"../../plots/cartesian/axes\":828,\"../scatter/calc_selection\":1189,\"./arrays_to_calcdata\":1043}],1046:[function(t,e,r){\"use strict\";e.exports={eventDataKeys:[\"percentInitial\",\"percentPrevious\",\"percentTotal\"]}},{}],1047:[function(t,e,r){\"use strict\";var n=t(\"../bar/cross_trace_calc\").setGroupPositions;e.exports=function(t,e){var r,i,a=t._fullLayout,o=t._fullData,s=t.calcdata,l=e.xaxis,c=e.yaxis,u=[],f=[],h=[];for(i=0;i<o.length;i++){var p=o[i],d=\"h\"===p.orientation;!0===p.visible&&p.xaxis===l._id&&p.yaxis===c._id&&\"funnel\"===p.type&&(r=s[i],d?h.push(r):f.push(r),u.push(r))}var g={mode:a.funnelmode,norm:a.funnelnorm,gap:a.funnelgap,groupgap:a.funnelgroupgap};for(n(t,l,c,f,g),n(t,c,l,h,g),i=0;i<u.length;i++){r=u[i];for(var m=0;m<r.length;m++)m+1<r.length&&(r[m].nextP0=r[m+1].p0,r[m].nextS0=r[m+1].s0,r[m].nextP1=r[m+1].p1,r[m].nextS1=r[m+1].s1)}}},{\"../bar/cross_trace_calc\":924}],1048:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../bar/defaults\").handleGroupingDefaults,a=t(\"../bar/defaults\").handleText,o=t(\"../scatter/xy_defaults\"),s=t(\"../scatter/period_defaults\"),l=t(\"./attributes\"),c=t(\"../../components/color\");e.exports={supplyDefaults:function(t,e,r,i){function u(r,i){return n.coerce(t,e,l,r,i)}if(o(t,e,i,u)){s(t,e,i,u),u(\"orientation\",e.y&&!e.x?\"v\":\"h\"),u(\"offset\"),u(\"width\");var f=u(\"text\");u(\"hovertext\"),u(\"hovertemplate\");var h=u(\"textposition\");a(t,e,i,u,h,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!0,moduleHasCliponaxis:!0,moduleHasTextangle:!0,moduleHasInsideanchor:!0}),\"none\"===e.textposition||e.texttemplate||u(\"textinfo\",Array.isArray(f)?\"text+value\":\"value\");var p=u(\"marker.color\",r);if(u(\"marker.line.color\",c.defaultLine),u(\"marker.line.width\"),u(\"connector.visible\"))u(\"connector.fillcolor\",function(t){var e=n.isArrayOrTypedArray(t)?\"#000\":t;return c.addOpacity(e,.5*c.opacity(e))}(p)),u(\"connector.line.width\")&&(u(\"connector.line.color\"),u(\"connector.line.dash\"))}else e.visible=!1},crossTraceDefaults:function(t,e){var r,a;function o(t){return n.coerce(a._input,a,l,t)}if(\"group\"===e.funnelmode)for(var s=0;s<t.length;s++)r=(a=t[s])._input,i(r,a,e,o)}}},{\"../../components/color\":643,\"../../lib\":778,\"../bar/defaults\":925,\"../scatter/period_defaults\":1207,\"../scatter/xy_defaults\":1214,\"./attributes\":1044}],1049:[function(t,e,r){\"use strict\";e.exports=function(t,e){return t.x=\"xVal\"in e?e.xVal:e.x,t.y=\"yVal\"in e?e.yVal:e.y,\"percentInitial\"in e&&(t.percentInitial=e.percentInitial),\"percentPrevious\"in e&&(t.percentPrevious=e.percentPrevious),\"percentTotal\"in e&&(t.percentTotal=e.percentTotal),e.xa&&(t.xaxis=e.xa),e.ya&&(t.yaxis=e.ya),t}},{}],1050:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\").opacity,i=t(\"../bar/hover\").hoverOnBars,a=t(\"../../lib\").formatPercent;e.exports=function(t,e,r,o){var s=i(t,e,r,o);if(s){var l=s.cd,c=l[0].trace,u=\"h\"===c.orientation,f=l[s.index];s[(u?\"x\":\"y\")+\"LabelVal\"]=f.s,s.percentInitial=f.begR,s.percentInitialLabel=a(f.begR,1),s.percentPrevious=f.difR,s.percentPreviousLabel=a(f.difR,1),s.percentTotal=f.sumR,s.percentTotalLabel=a(f.sumR,1);var h=f.hi||c.hoverinfo,p=[];if(h&&\"none\"!==h&&\"skip\"!==h){var d=\"all\"===h,g=h.split(\"+\"),m=function(t){return d||-1!==g.indexOf(t)};m(\"percent initial\")&&p.push(s.percentInitialLabel+\" of initial\"),m(\"percent previous\")&&p.push(s.percentPreviousLabel+\" of previous\"),m(\"percent total\")&&p.push(s.percentTotalLabel+\" of total\")}return s.extraText=p.join(\"<br>\"),s.color=function(t,e){var r=t.marker,i=e.mc||r.color,a=e.mlc||r.line.color,o=e.mlw||r.line.width;if(n(i))return i;if(n(a)&&o)return a}(c,f),[s]}}},{\"../../components/color\":643,\"../../lib\":778,\"../bar/hover\":928}],1051:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,crossTraceDefaults:t(\"./defaults\").crossTraceDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\"),crossTraceCalc:t(\"./cross_trace_calc\"),plot:t(\"./plot\"),style:t(\"./style\").style,hoverPoints:t(\"./hover\"),eventData:t(\"./event_data\"),selectPoints:t(\"../bar/select\"),moduleType:\"trace\",name:\"funnel\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"bar-like\",\"cartesian\",\"svg\",\"oriented\",\"showLegend\",\"zoomScale\"],meta:{}}},{\"../../plots/cartesian\":841,\"../bar/select\":933,\"./attributes\":1044,\"./calc\":1045,\"./cross_trace_calc\":1047,\"./defaults\":1048,\"./event_data\":1049,\"./hover\":1050,\"./layout_attributes\":1052,\"./layout_defaults\":1053,\"./plot\":1054,\"./style\":1055}],1052:[function(t,e,r){\"use strict\";e.exports={funnelmode:{valType:\"enumerated\",values:[\"stack\",\"group\",\"overlay\"],dflt:\"stack\",editType:\"calc\"},funnelgap:{valType:\"number\",min:0,max:1,editType:\"calc\"},funnelgroupgap:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"}}},{}],1053:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e,r){var a=!1;function o(r,a){return n.coerce(t,e,i,r,a)}for(var s=0;s<r.length;s++){var l=r[s];if(l.visible&&\"funnel\"===l.type){a=!0;break}}a&&(o(\"funnelmode\"),o(\"funnelgap\",.2),o(\"funnelgroupgap\"))}},{\"../../lib\":778,\"./layout_attributes\":1052}],1054:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=t(\"../../components/drawing\"),o=t(\"../../constants/numerical\").BADNUM,s=t(\"../bar/plot\"),l=t(\"../bar/uniform_text\").clearMinTextSize;function c(t,e,r,n){var i=[],a=[],o=n?e:r,s=n?r:e;return i[0]=o.c2p(t.s0,!0),a[0]=s.c2p(t.p0,!0),i[1]=o.c2p(t.s1,!0),a[1]=s.c2p(t.p1,!0),i[2]=o.c2p(t.nextS0,!0),a[2]=s.c2p(t.nextP0,!0),i[3]=o.c2p(t.nextS1,!0),a[3]=s.c2p(t.nextP1,!0),n?[i,a]:[a,i]}e.exports=function(t,e,r,u){var f=t._fullLayout;l(\"funnel\",f),function(t,e,r,s){var l=e.xaxis,u=e.yaxis;i.makeTraceGroups(s,r,\"trace bars\").each((function(r){var s=n.select(this),f=r[0].trace,h=i.ensureSingle(s,\"g\",\"regions\");if(f.connector&&f.connector.visible){var p=\"h\"===f.orientation,d=h.selectAll(\"g.region\").data(i.identity);d.enter().append(\"g\").classed(\"region\",!0),d.exit().remove();var g=d.size();d.each((function(r,s){if(s===g-1||r.cNext){var f=c(r,l,u,p),h=f[0],d=f[1],m=\"\";h[0]!==o&&d[0]!==o&&h[1]!==o&&d[1]!==o&&h[2]!==o&&d[2]!==o&&h[3]!==o&&d[3]!==o&&(m+=p?\"M\"+h[0]+\",\"+d[1]+\"L\"+h[2]+\",\"+d[2]+\"H\"+h[3]+\"L\"+h[1]+\",\"+d[1]+\"Z\":\"M\"+h[1]+\",\"+d[1]+\"L\"+h[2]+\",\"+d[3]+\"V\"+d[2]+\"L\"+h[1]+\",\"+d[0]+\"Z\"),\"\"===m&&(m=\"M0,0Z\"),i.ensureSingle(n.select(this),\"path\").attr(\"d\",m).call(a.setClipUrl,e.layerClipId,t)}}))}else h.remove()}))}(t,e,r,u),function(t,e,r,o){var s=e.xaxis,l=e.yaxis;i.makeTraceGroups(o,r,\"trace bars\").each((function(r){var o=n.select(this),u=r[0].trace,f=i.ensureSingle(o,\"g\",\"lines\");if(u.connector&&u.connector.visible&&u.connector.line.width){var h=\"h\"===u.orientation,p=f.selectAll(\"g.line\").data(i.identity);p.enter().append(\"g\").classed(\"line\",!0),p.exit().remove();var d=p.size();p.each((function(r,o){if(o===d-1||r.cNext){var u=c(r,s,l,h),f=u[0],p=u[1],g=\"\";void 0!==f[3]&&void 0!==p[3]&&(h?(g+=\"M\"+f[0]+\",\"+p[1]+\"L\"+f[2]+\",\"+p[2],g+=\"M\"+f[1]+\",\"+p[1]+\"L\"+f[3]+\",\"+p[2]):(g+=\"M\"+f[1]+\",\"+p[1]+\"L\"+f[2]+\",\"+p[3],g+=\"M\"+f[1]+\",\"+p[0]+\"L\"+f[2]+\",\"+p[2])),\"\"===g&&(g=\"M0,0Z\"),i.ensureSingle(n.select(this),\"path\").attr(\"d\",g).call(a.setClipUrl,e.layerClipId,t)}}))}else f.remove()}))}(t,e,r,u),s.plot(t,e,r,u,{mode:f.funnelmode,norm:f.funnelmode,gap:f.funnelgap,groupgap:f.funnelgroupgap})}},{\"../../components/drawing\":665,\"../../constants/numerical\":753,\"../../lib\":778,\"../bar/plot\":932,\"../bar/uniform_text\":937,d3:169}],1055:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/drawing\"),a=t(\"../../components/color\"),o=t(\"../../constants/interactions\").DESELECTDIM,s=t(\"../bar/style\"),l=t(\"../bar/uniform_text\").resizeText,c=s.styleTextPoints;e.exports={style:function(t,e,r){var s=r||n.select(t).selectAll(\"g.funnellayer\").selectAll(\"g.trace\");l(t,s,\"funnel\"),s.style(\"opacity\",(function(t){return t[0].trace.opacity})),s.each((function(e){var r=n.select(this),s=e[0].trace;r.selectAll(\".point > path\").each((function(t){if(!t.isBlank){var e=s.marker;n.select(this).call(a.fill,t.mc||e.color).call(a.stroke,t.mlc||e.line.color).call(i.dashLine,e.line.dash,t.mlw||e.line.width).style(\"opacity\",s.selectedpoints&&!t.selected?o:1)}})),c(r,s,t),r.selectAll(\".regions\").each((function(){n.select(this).selectAll(\"path\").style(\"stroke-width\",0).call(a.fill,s.connector.fillcolor)})),r.selectAll(\".lines\").each((function(){var t=s.connector.line;i.lineGroupStyle(n.select(this).selectAll(\"path\"),t.width,t.color,t.dash)}))}))}}},{\"../../components/color\":643,\"../../components/drawing\":665,\"../../constants/interactions\":752,\"../bar/style\":935,\"../bar/uniform_text\":937,d3:169}],1056:[function(t,e,r){\"use strict\";var n=t(\"../pie/attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../plots/domain\").attributes,o=t(\"../../plots/template_attributes\").hovertemplateAttrs,s=t(\"../../plots/template_attributes\").texttemplateAttrs,l=t(\"../../lib/extend\").extendFlat;e.exports={labels:n.labels,label0:n.label0,dlabel:n.dlabel,values:n.values,marker:{colors:n.marker.colors,line:{color:l({},n.marker.line.color,{dflt:null}),width:l({},n.marker.line.width,{dflt:1}),editType:\"calc\"},editType:\"calc\"},text:n.text,hovertext:n.hovertext,scalegroup:l({},n.scalegroup,{}),textinfo:l({},n.textinfo,{flags:[\"label\",\"text\",\"value\",\"percent\"]}),texttemplate:s({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),hoverinfo:l({},i.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:o({},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),textposition:l({},n.textposition,{values:[\"inside\",\"none\"],dflt:\"inside\"}),textfont:n.textfont,insidetextfont:n.insidetextfont,title:{text:n.title.text,font:n.title.font,position:l({},n.title.position,{values:[\"top left\",\"top center\",\"top right\"],dflt:\"top center\"}),editType:\"plot\"},domain:a({name:\"funnelarea\",trace:!0,editType:\"calc\"}),aspectratio:{valType:\"number\",min:0,dflt:1,editType:\"plot\"},baseratio:{valType:\"number\",min:0,max:1,dflt:.333,editType:\"plot\"}}},{\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/domain\":855,\"../../plots/template_attributes\":906,\"../pie/attributes\":1161}],1057:[function(t,e,r){\"use strict\";var n=t(\"../../plots/plots\");r.name=\"funnelarea\",r.plot=function(t,e,i,a){n.plotBasePlot(r.name,t,e,i,a)},r.clean=function(t,e,i,a){n.cleanBasePlot(r.name,t,e,i,a)}},{\"../../plots/plots\":891}],1058:[function(t,e,r){\"use strict\";var n=t(\"../pie/calc\");e.exports={calc:function(t,e){return n.calc(t,e)},crossTraceCalc:function(t){n.crossTraceCalc(t,{type:\"funnelarea\"})}}},{\"../pie/calc\":1163}],1059:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./attributes\"),a=t(\"../../plots/domain\").defaults,o=t(\"../bar/defaults\").handleText,s=t(\"../pie/defaults\").handleLabelsAndValues;e.exports=function(t,e,r,l){function c(r,a){return n.coerce(t,e,i,r,a)}var u=c(\"labels\"),f=c(\"values\"),h=s(u,f),p=h.len;if(e._hasLabels=h.hasLabels,e._hasValues=h.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),p){e._length=p,c(\"marker.line.width\")&&c(\"marker.line.color\",l.paper_bgcolor),c(\"marker.colors\"),c(\"scalegroup\");var d,g=c(\"text\"),m=c(\"texttemplate\");if(m||(d=c(\"textinfo\",Array.isArray(g)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),m||d&&\"none\"!==d){var v=c(\"textposition\");o(t,e,l,c,v,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1})}a(e,l,c),c(\"title.text\")&&(c(\"title.position\"),n.coerceFont(c,\"title.font\",l.font)),c(\"aspectratio\"),c(\"baseratio\")}else e.visible=!1}},{\"../../lib\":778,\"../../plots/domain\":855,\"../bar/defaults\":925,\"../pie/defaults\":1164,\"./attributes\":1056}],1060:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"funnelarea\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"funnelarea\",\"showLegend\"],attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\"),style:t(\"./style\"),styleOne:t(\"../pie/style_one\"),meta:{}}},{\"../pie/style_one\":1172,\"./attributes\":1056,\"./base_plot\":1057,\"./calc\":1058,\"./defaults\":1059,\"./layout_attributes\":1061,\"./layout_defaults\":1062,\"./plot\":1063,\"./style\":1064}],1061:[function(t,e,r){\"use strict\";var n=t(\"../pie/layout_attributes\").hiddenlabels;e.exports={hiddenlabels:n,funnelareacolorway:{valType:\"colorlist\",editType:\"calc\"},extendfunnelareacolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{\"../pie/layout_attributes\":1168}],1062:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"funnelareacolorway\",e.colorway),r(\"extendfunnelareacolors\")}},{\"../../lib\":778,\"./layout_attributes\":1061}],1063:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/drawing\"),a=t(\"../../lib\"),o=a.strScale,s=a.strTranslate,l=t(\"../../lib/svg_text_utils\"),c=t(\"../bar/plot\").toMoveInsideBar,u=t(\"../bar/uniform_text\"),f=u.recordMinTextSize,h=u.clearMinTextSize,p=t(\"../pie/helpers\"),d=t(\"../pie/plot\"),g=d.attachFxHandlers,m=d.determineInsideTextFont,v=d.layoutAreas,y=d.prerenderTitles,x=d.positionTitleOutside,b=d.formatSliceLabel;function _(t,e){return\"l\"+(e[0]-t[0])+\",\"+(e[1]-t[1])}e.exports=function(t,e){var r=t._fullLayout;h(\"funnelarea\",r),y(e,t),v(e,r._size),a.makeTraceGroups(r._funnelarealayer,e,\"trace\").each((function(e){var u=n.select(this),h=e[0],d=h.trace;!function(t){if(!t.length)return;var e=t[0],r=e.trace,n=r.aspectratio,i=r.baseratio;i>.999&&(i=.999);var a,o=Math.pow(i,2),s=e.vTotal,l=s,c=s*o/(1-o)/s;function u(){var t,e={x:t=Math.sqrt(c),y:-t};return[e.x,e.y]}var f,h,p=[];for(p.push(u()),f=t.length-1;f>-1;f--)if(!(h=t[f]).hidden){var d=h.v/l;c+=d,p.push(u())}var g=1/0,m=-1/0;for(f=0;f<p.length;f++)a=p[f],g=Math.min(g,a[1]),m=Math.max(m,a[1]);for(f=0;f<p.length;f++)p[f][1]-=(m+g)/2;var v=p[p.length-1][0],y=e.r,x=(m-g)/2,b=y/v,_=y/x*n;for(e.r=_*x,f=0;f<p.length;f++)p[f][0]*=b,p[f][1]*=_;var w=[-(a=p[0])[0],a[1]],T=[a[0],a[1]],k=0;for(f=t.length-1;f>-1;f--)if(!(h=t[f]).hidden){var M=p[k+=1][0],A=p[k][1];h.TL=[-M,A],h.TR=[M,A],h.BL=w,h.BR=T,h.pxmid=(S=h.TR,E=h.BR,[.5*(S[0]+E[0]),.5*(S[1]+E[1])]),w=h.TL,T=h.TR}var S,E}(e),u.each((function(){var u=n.select(this).selectAll(\"g.slice\").data(e);u.enter().append(\"g\").classed(\"slice\",!0),u.exit().remove(),u.each((function(o,s){if(o.hidden)n.select(this).selectAll(\"path,g\").remove();else{o.pointNumber=o.i,o.curveNumber=d.index;var u=h.cx,v=h.cy,y=n.select(this),x=y.selectAll(\"path.surface\").data([o]);x.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),y.call(g,t,e);var w=\"M\"+(u+o.TR[0])+\",\"+(v+o.TR[1])+_(o.TR,o.BR)+_(o.BR,o.BL)+_(o.BL,o.TL)+\"Z\";x.attr(\"d\",w),b(t,o,h);var T=p.castOption(d.textposition,o.pts),k=y.selectAll(\"g.slicetext\").data(o.text&&\"none\"!==T?[0]:[]);k.enter().append(\"g\").classed(\"slicetext\",!0),k.exit().remove(),k.each((function(){var h=a.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),p=a.ensureUniformFontSize(t,m(d,o,r.font));h.text(o.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(i.font,p).call(l.convertToTspans,t);var g,y,x,b=i.bBox(h.node()),_=Math.min(o.BL[1],o.BR[1])+v,w=Math.max(o.TL[1],o.TR[1])+v;y=Math.max(o.TL[0],o.BL[0])+u,x=Math.min(o.TR[0],o.BR[0])+u,(g=c(y,x,_,w,b,{isHorizontal:!0,constrained:!0,angle:0,anchor:\"middle\"})).fontSize=p.size,f(d.type,g,r),e[s].transform=g,h.attr(\"transform\",a.getTextTransform(g))}))}}));var v=n.select(this).selectAll(\"g.titletext\").data(d.title.text?[0]:[]);v.enter().append(\"g\").classed(\"titletext\",!0),v.exit().remove(),v.each((function(){var e=a.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),c=d.title.text;d._meta&&(c=a.templateString(c,d._meta)),e.text(c).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(i.font,d.title.font).call(l.convertToTspans,t);var u=x(h,r._size);e.attr(\"transform\",s(u.x,u.y)+o(Math.min(1,u.scale))+s(u.tx,u.ty))}))}))}))}},{\"../../components/drawing\":665,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../bar/plot\":932,\"../bar/uniform_text\":937,\"../pie/helpers\":1166,\"../pie/plot\":1170,d3:169}],1064:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../pie/style_one\"),a=t(\"../bar/uniform_text\").resizeText;e.exports=function(t){var e=t._fullLayout._funnelarealayer.selectAll(\".trace\");a(t,e,\"funnelarea\"),e.each((function(t){var e=t[0].trace,r=n.select(this);r.style({opacity:e.opacity}),r.selectAll(\"path.surface\").each((function(t){n.select(this).call(i,t,e)}))}))}},{\"../bar/uniform_text\":937,\"../pie/style_one\":1172,d3:169}],1065:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../components/colorscale/attributes\"),s=(t(\"../../constants/docs\").FORMAT_LINK,t(\"../../lib/extend\").extendFlat);e.exports=s({z:{valType:\"data_array\",editType:\"calc\"},x:s({},n.x,{impliedEdits:{xtype:\"array\"}}),x0:s({},n.x0,{impliedEdits:{xtype:\"scaled\"}}),dx:s({},n.dx,{impliedEdits:{xtype:\"scaled\"}}),y:s({},n.y,{impliedEdits:{ytype:\"array\"}}),y0:s({},n.y0,{impliedEdits:{ytype:\"scaled\"}}),dy:s({},n.dy,{impliedEdits:{ytype:\"scaled\"}}),xperiod:s({},n.xperiod,{impliedEdits:{xtype:\"scaled\"}}),yperiod:s({},n.yperiod,{impliedEdits:{ytype:\"scaled\"}}),xperiod0:s({},n.xperiod0,{impliedEdits:{xtype:\"scaled\"}}),yperiod0:s({},n.yperiod0,{impliedEdits:{ytype:\"scaled\"}}),xperiodalignment:s({},n.xperiodalignment,{impliedEdits:{xtype:\"scaled\"}}),yperiodalignment:s({},n.yperiodalignment,{impliedEdits:{ytype:\"scaled\"}}),text:{valType:\"data_array\",editType:\"calc\"},hovertext:{valType:\"data_array\",editType:\"calc\"},transpose:{valType:\"boolean\",dflt:!1,editType:\"calc\"},xtype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},ytype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},zsmooth:{valType:\"enumerated\",values:[\"fast\",\"best\",!1],dflt:!1,editType:\"calc\"},hoverongaps:{valType:\"boolean\",dflt:!0,editType:\"none\"},connectgaps:{valType:\"boolean\",editType:\"calc\"},xgap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},ygap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},zhoverformat:{valType:\"string\",dflt:\"\",editType:\"none\"},hovertemplate:a(),showlegend:s({},i.showlegend,{dflt:!1})},{transforms:void 0},o(\"\",{cLetter:\"z\",autoColorDflt:!1}))},{\"../../components/colorscale/attributes\":650,\"../../constants/docs\":748,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../scatter/attributes\":1187}],1066:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../../plots/cartesian/axes\"),o=t(\"../../plots/cartesian/align_period\"),s=t(\"../histogram2d/calc\"),l=t(\"../../components/colorscale/calc\"),c=t(\"./convert_column_xyz\"),u=t(\"./clean_2d_array\"),f=t(\"./interp2d\"),h=t(\"./find_empties\"),p=t(\"./make_bound_array\"),d=t(\"../../constants/numerical\").BADNUM;function g(t){for(var e=[],r=t.length,n=0;n<r;n++){var i=t[n];i!==d&&e.push(i)}return e}e.exports=function(t,e){var r,m,v,y,x,b,_,w,T,k,M,A=a.getFromId(t,e.xaxis||\"x\"),S=a.getFromId(t,e.yaxis||\"y\"),E=n.traceIs(e,\"contour\"),C=n.traceIs(e,\"histogram\"),L=n.traceIs(e,\"gl2d\"),I=E?\"best\":e.zsmooth;if(A._minDtick=0,S._minDtick=0,C)y=(M=s(t,e)).orig_x,r=M.x,m=M.x0,v=M.dx,w=M.orig_y,x=M.y,b=M.y0,_=M.dy,T=M.z;else{var P=e.z;i.isArray1D(P)?(c(e,A,S,\"x\",\"y\",[\"z\"]),r=e._x,x=e._y,P=e._z):(y=e.x?A.makeCalcdata(e,\"x\"):[],w=e.y?S.makeCalcdata(e,\"y\"):[],r=o(e,A,\"x\",y),x=o(e,S,\"y\",w),e._x=r,e._y=x),m=e.x0,v=e.dx,b=e.y0,_=e.dy,T=u(P,e,A,S)}function z(t){I=e._input.zsmooth=e.zsmooth=!1,i.warn('cannot use zsmooth: \"fast\": '+t)}if((A.rangebreaks||S.rangebreaks)&&(T=function(t,e,r){for(var n=[],i=-1,a=0;a<r.length;a++)if(e[a]!==d){i++,n[i]=[];for(var o=0;o<r[a].length;o++)t[o]!==d&&n[i].push(r[a][o])}return n}(r,x,T),C||(r=g(r),x=g(x),e._x=r,e._y=x)),C||!E&&!e.connectgaps||(e._emptypoints=h(T),f(T,e._emptypoints)),\"fast\"===I)if(\"log\"===A.type||\"log\"===S.type)z(\"log axis found\");else if(!C){if(r.length){var O=(r[r.length-1]-r[0])/(r.length-1),D=Math.abs(O/100);for(k=0;k<r.length-1;k++)if(Math.abs(r[k+1]-r[k]-O)>D){z(\"x scale is not linear\");break}}if(x.length&&\"fast\"===I){var R=(x[x.length-1]-x[0])/(x.length-1),F=Math.abs(R/100);for(k=0;k<x.length-1;k++)if(Math.abs(x[k+1]-x[k]-R)>F){z(\"y scale is not linear\");break}}}var B=i.maxRowLength(T),N=\"scaled\"===e.xtype?\"\":r,j=p(e,N,m,v,B,A),U=\"scaled\"===e.ytype?\"\":x,V=p(e,U,b,_,T.length,S);L||(e._extremes[A._id]=a.findExtremes(A,j),e._extremes[S._id]=a.findExtremes(S,V));var q={x:j,y:V,z:T,text:e._text||e.text,hovertext:e._hovertext||e.hovertext};if(e.xperiodalignment&&y&&(q.orig_x=y),e.yperiodalignment&&w&&(q.orig_y=w),N&&N.length===j.length-1&&(q.xCenter=N),U&&U.length===V.length-1&&(q.yCenter=U),C&&(q.xRanges=M.xRanges,q.yRanges=M.yRanges,q.pts=M.pts),E||l(t,e,{vals:T,cLetter:\"z\"}),E&&e.contours&&\"heatmap\"===e.contours.coloring){var H={type:\"contour\"===e.type?\"heatmap\":\"histogram2d\",xcalendar:e.xcalendar,ycalendar:e.ycalendar};q.xfill=p(H,N,m,v,B,A),q.yfill=p(H,U,b,_,T.length,S)}return[q]}},{\"../../components/colorscale/calc\":651,\"../../constants/numerical\":753,\"../../lib\":778,\"../../plots/cartesian/align_period\":825,\"../../plots/cartesian/axes\":828,\"../../registry\":911,\"../histogram2d/calc\":1098,\"./clean_2d_array\":1067,\"./convert_column_xyz\":1069,\"./find_empties\":1071,\"./interp2d\":1074,\"./make_bound_array\":1075}],1067:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"../../constants/numerical\").BADNUM;e.exports=function(t,e,r,o){var s,l,c,u,f,h;function p(t){if(n(t))return+t}if(e&&e.transpose){for(s=0,f=0;f<t.length;f++)s=Math.max(s,t[f].length);if(0===s)return!1;c=function(t){return t.length},u=function(t,e,r){return(t[r]||[])[e]}}else s=t.length,c=function(t,e){return t[e].length},u=function(t,e,r){return(t[e]||[])[r]};var d=function(t,e,r){return e===a||r===a?a:u(t,e,r)};function g(t){if(e&&\"carpet\"!==e.type&&\"contourcarpet\"!==e.type&&t&&\"category\"===t.type&&e[\"_\"+t._id.charAt(0)].length){var r=t._id.charAt(0),n={},o=e[\"_\"+r+\"CategoryMap\"]||e[r];for(f=0;f<o.length;f++)n[o[f]]=f;return function(e){var r=n[t._categories[e]];return r+1?r:a}}return i.identity}var m=g(r),v=g(o);o&&\"category\"===o.type&&(s=o._categories.length);var y=new Array(s);for(f=0;f<s;f++)for(l=r&&\"category\"===r.type?r._categories.length:c(t,f),y[f]=new Array(l),h=0;h<l;h++)y[f][h]=p(d(t,v(f),m(h)));return y}},{\"../../constants/numerical\":753,\"../../lib\":778,\"fast-isnumeric\":241}],1068:[function(t,e,r){\"use strict\";e.exports={min:\"zmin\",max:\"zmax\"}},{}],1069:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../constants/numerical\").BADNUM,a=t(\"../../plots/cartesian/align_period\");e.exports=function(t,e,r,o,s,l){var c=t._length,u=e.makeCalcdata(t,o),f=r.makeCalcdata(t,s);u=a(t,e,o,u),f=a(t,r,s,f);var h,p,d,g,m=t.text,v=void 0!==m&&n.isArray1D(m),y=t.hovertext,x=void 0!==y&&n.isArray1D(y),b=n.distinctVals(u),_=b.vals,w=n.distinctVals(f),T=w.vals,k=[],M=T.length,A=_.length;for(h=0;h<l.length;h++)k[h]=n.init2dArray(M,A);v&&(d=n.init2dArray(M,A)),x&&(g=n.init2dArray(M,A));var S=n.init2dArray(M,A);for(h=0;h<c;h++)if(u[h]!==i&&f[h]!==i){var E=n.findBin(u[h]+b.minDiff/2,_),C=n.findBin(f[h]+w.minDiff/2,T);for(p=0;p<l.length;p++){var L=t[l[p]];k[p][C][E]=L[h],S[C][E]=h}v&&(d[C][E]=m[h]),x&&(g[C][E]=y[h])}for(t[\"_\"+o]=_,t[\"_\"+s]=T,p=0;p<l.length;p++)t[\"_\"+l[p]]=k[p];v&&(t._text=d),x&&(t._hovertext=g),e&&\"category\"===e.type&&(t[\"_\"+o+\"CategoryMap\"]=_.map((function(t){return e._categories[t]}))),r&&\"category\"===r.type&&(t[\"_\"+s+\"CategoryMap\"]=T.map((function(t){return r._categories[t]}))),t._after2before=S}},{\"../../constants/numerical\":753,\"../../lib\":778,\"../../plots/cartesian/align_period\":825}],1070:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./xyz_defaults\"),a=t(\"../scatter/period_defaults\"),o=t(\"./style_defaults\"),s=t(\"../../components/colorscale/defaults\"),l=t(\"./attributes\");e.exports=function(t,e,r,c){function u(r,i){return n.coerce(t,e,l,r,i)}i(t,e,u,c)?(a(t,e,c,u),u(\"text\"),u(\"hovertext\"),u(\"hovertemplate\"),o(t,e,u,c),u(\"hoverongaps\"),u(\"connectgaps\",n.isArray1D(e.z)&&!1!==e.zsmooth),s(t,e,c,u,{prefix:\"\",cLetter:\"z\"})):e.visible=!1}},{\"../../components/colorscale/defaults\":653,\"../../lib\":778,\"../scatter/period_defaults\":1207,\"./attributes\":1065,\"./style_defaults\":1078,\"./xyz_defaults\":1079}],1071:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").maxRowLength;e.exports=function(t){var e,r,i,a,o,s,l,c,u=[],f={},h=[],p=t[0],d=[],g=[0,0,0],m=n(t);for(r=0;r<t.length;r++)for(e=d,d=p,p=t[r+1]||[],i=0;i<m;i++)void 0===d[i]&&((s=(void 0!==d[i-1]?1:0)+(void 0!==d[i+1]?1:0)+(void 0!==e[i]?1:0)+(void 0!==p[i]?1:0))?(0===r&&s++,0===i&&s++,r===t.length-1&&s++,i===d.length-1&&s++,s<4&&(f[[r,i]]=[r,i,s]),u.push([r,i,s])):h.push([r,i]));for(;h.length;){for(l={},c=!1,o=h.length-1;o>=0;o--)(s=((f[[(r=(a=h[o])[0])-1,i=a[1]]]||g)[2]+(f[[r+1,i]]||g)[2]+(f[[r,i-1]]||g)[2]+(f[[r,i+1]]||g)[2])/20)&&(l[a]=[r,i,s],h.splice(o,1),c=!0);if(!c)throw\"findEmpties iterated with no new neighbors\";for(a in l)f[a]=l[a],u.push(l[a])}return u.sort((function(t,e){return e[2]-t[2]}))}},{\"../../lib\":778}],1072:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx\"),i=t(\"../../lib\"),a=t(\"../../plots/cartesian/axes\"),o=t(\"../../components/colorscale\").extractOpts;e.exports=function(t,e,r,s,l,c){var u,f,h,p,d=t.cd[0],g=d.trace,m=t.xa,v=t.ya,y=d.x,x=d.y,b=d.z,_=d.xCenter,w=d.yCenter,T=d.zmask,k=g.zhoverformat,M=y,A=x;if(!1!==t.index){try{h=Math.round(t.index[1]),p=Math.round(t.index[0])}catch(e){return void i.error(\"Error hovering on heatmap, pointNumber must be [row,col], found:\",t.index)}if(h<0||h>=b[0].length||p<0||p>b.length)return}else{if(n.inbox(e-y[0],e-y[y.length-1],0)>0||n.inbox(r-x[0],r-x[x.length-1],0)>0)return;if(c){var S;for(M=[2*y[0]-y[1]],S=1;S<y.length;S++)M.push((y[S]+y[S-1])/2);for(M.push([2*y[y.length-1]-y[y.length-2]]),A=[2*x[0]-x[1]],S=1;S<x.length;S++)A.push((x[S]+x[S-1])/2);A.push([2*x[x.length-1]-x[x.length-2]])}h=Math.max(0,Math.min(M.length-2,i.findBin(e,M))),p=Math.max(0,Math.min(A.length-2,i.findBin(r,A)))}var E,C,L=m.c2p(y[h]),I=m.c2p(y[h+1]),P=v.c2p(x[p]),z=v.c2p(x[p+1]);c?(E=d.orig_x||y,C=d.orig_y||x,I=L,u=E[h],z=P,f=C[p]):(E=d.orig_x||_||y,C=d.orig_y||w||x,u=_?E[h]:(E[h]+E[h+1])/2,f=w?C[p]:(C[p]+C[p+1])/2,m&&\"category\"===m.type&&(u=y[h]),v&&\"category\"===v.type&&(f=x[p]),g.zsmooth&&(L=I=m.c2p(u),P=z=v.c2p(f)));var O=b[p][h];if(T&&!T[p][h]&&(O=void 0),void 0!==O||g.hoverongaps){var D;Array.isArray(d.hovertext)&&Array.isArray(d.hovertext[p])?D=d.hovertext[p][h]:Array.isArray(d.text)&&Array.isArray(d.text[p])&&(D=d.text[p][h]);var R=o(g),F={type:\"linear\",range:[R.min,R.max],hoverformat:k,_separators:m._separators,_numFormat:m._numFormat},B=a.tickText(F,O,\"hover\").text;return[i.extendFlat(t,{index:g._after2before?g._after2before[p][h]:[p,h],distance:t.maxHoverDistance,spikeDistance:t.maxSpikeDistance,x0:L,x1:I,y0:P,y1:z,xLabelVal:u,yLabelVal:f,zLabelVal:O,zLabel:B,text:D})]}}},{\"../../components/colorscale\":655,\"../../components/fx\":683,\"../../lib\":778,\"../../plots/cartesian/axes\":828}],1073:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:t(\"./colorbar\"),style:t(\"./style\"),hoverPoints:t(\"./hover\"),moduleType:\"trace\",name:\"heatmap\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"2dMap\",\"showLegend\"],meta:{}}},{\"../../plots/cartesian\":841,\"./attributes\":1065,\"./calc\":1066,\"./colorbar\":1068,\"./defaults\":1070,\"./hover\":1072,\"./plot\":1076,\"./style\":1077}],1074:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=[[-1,0],[1,0],[0,-1],[0,1]];function a(t){return.5-.25*Math.min(1,.5*t)}function o(t,e,r){var n,a,o,s,l,c,u,f,h,p,d,g,m,v=0;for(s=0;s<e.length;s++){for(a=(n=e[s])[0],o=n[1],d=t[a][o],p=0,h=0,l=0;l<4;l++)(u=t[a+(c=i[l])[0]])&&void 0!==(f=u[o+c[1]])&&(0===p?g=m=f:(g=Math.min(g,f),m=Math.max(m,f)),h++,p+=f);if(0===h)throw\"iterateInterp2d order is wrong: no defined neighbors\";t[a][o]=p/h,void 0===d?h<4&&(v=1):(t[a][o]=(1+r)*t[a][o]-r*d,m>g&&(v=Math.max(v,Math.abs(t[a][o]-d)/(m-g))))}return v}e.exports=function(t,e){var r,i=1;for(o(t,e),r=0;r<e.length&&!(e[r][2]<4);r++);for(e=e.slice(r),r=0;r<100&&i>.01;r++)i=o(t,e,a(i));return i>.01&&n.log(\"interp2d didn't converge quickly\",i),t}},{\"../../lib\":778}],1075:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\").isArrayOrTypedArray;e.exports=function(t,e,r,a,o,s){var l,c,u,f=[],h=n.traceIs(t,\"contour\"),p=n.traceIs(t,\"histogram\"),d=n.traceIs(t,\"gl2d\");if(i(e)&&e.length>1&&!p&&\"category\"!==s.type){var g=e.length;if(!(g<=o))return h?e.slice(0,o):e.slice(0,o+1);if(h||d)f=e.slice(0,o);else if(1===o)f=[e[0]-.5,e[0]+.5];else{for(f=[1.5*e[0]-.5*e[1]],u=1;u<g;u++)f.push(.5*(e[u-1]+e[u]));f.push(1.5*e[g-1]-.5*e[g-2])}if(g<o){var m=f[f.length-1],v=m-f[f.length-2];for(u=g;u<o;u++)m+=v,f.push(m)}}else{var y=t[s._id.charAt(0)+\"calendar\"];if(p)l=s.r2c(r,0,y);else if(i(e)&&1===e.length)l=e[0];else if(void 0===r)l=0;else{l=(\"log\"===s.type?s.d2c:s.r2c)(r,0,y)}for(c=a||1,u=h||d?0:-.5;u<o;u++)f.push(l+c*u)}return f}},{\"../../lib\":778,\"../../registry\":911}],1076:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"tinycolor2\"),a=t(\"../../registry\"),o=t(\"../../lib\"),s=t(\"../../components/colorscale\").makeColorScaleFuncFromTrace,l=t(\"../../constants/xmlns_namespaces\");function c(t,e){var r=e.length-2,n=o.constrain(o.findBin(t,e),0,r),i=e[n],a=e[n+1],s=o.constrain(n+(t-i)/(a-i)-.5,0,r),l=Math.round(s),c=Math.abs(s-l);return s&&s!==r&&c?{bin0:l,frac:c,bin1:Math.round(l+c/(s-l))}:{bin0:l,bin1:l,frac:0}}function u(t,e){var r=e.length-1,n=o.constrain(o.findBin(t,e),0,r),i=e[n],a=(t-i)/(e[n+1]-i)||0;return a<=0?{bin0:n,bin1:n,frac:0}:a<.5?{bin0:n,bin1:n+1,frac:a}:{bin0:n+1,bin1:n,frac:1-a}}function f(t,e,r){t[e]=r[0],t[e+1]=r[1],t[e+2]=r[2],t[e+3]=Math.round(255*r[3])}e.exports=function(t,e,r,h){var p=e.xaxis,d=e.yaxis;o.makeTraceGroups(h,r,\"hm\").each((function(e){var r,h,g,m,v,y,x=n.select(this),b=e[0],_=b.trace,w=b.z,T=b.x,k=b.y,M=b.xCenter,A=b.yCenter,S=a.traceIs(_,\"contour\"),E=S?\"best\":_.zsmooth,C=w.length,L=o.maxRowLength(w),I=!1,P=!1;for(y=0;void 0===r&&y<T.length-1;)r=p.c2p(T[y]),y++;for(y=T.length-1;void 0===h&&y>0;)h=p.c2p(T[y]),y--;for(h<r&&(g=h,h=r,r=g,I=!0),y=0;void 0===m&&y<k.length-1;)m=d.c2p(k[y]),y++;for(y=k.length-1;void 0===v&&y>0;)v=d.c2p(k[y]),y--;if(v<m&&(g=m,m=v,v=g,P=!0),S&&(M=T,A=k,T=b.xfill,k=b.yfill),\"fast\"!==E){var z=\"best\"===E?0:.5;r=Math.max(-z*p._length,r),h=Math.min((1+z)*p._length,h),m=Math.max(-z*d._length,m),v=Math.min((1+z)*d._length,v)}var O=Math.round(h-r),D=Math.round(v-m);if(O<=0||D<=0){x.selectAll(\"image\").data([]).exit().remove()}else{var R,F;\"fast\"===E?(R=L,F=C):(R=O,F=D);var B=document.createElement(\"canvas\");B.width=R,B.height=F;var N,j,U=B.getContext(\"2d\"),V=s(_,{noNumericCheck:!0,returnArray:!0});\"fast\"===E?(N=I?function(t){return L-1-t}:o.identity,j=P?function(t){return C-1-t}:o.identity):(N=function(t){return o.constrain(Math.round(p.c2p(T[t])-r),0,O)},j=function(t){return o.constrain(Math.round(d.c2p(k[t])-m),0,D)});var q,H,G,Y,W,X=j(0),Z=[X,X],J=I?0:1,K=P?0:1,Q=0,$=0,tt=0,et=0;if(E){var rt,nt=0;try{rt=new Uint8Array(O*D*4)}catch(t){rt=new Array(O*D*4)}if(\"best\"===E){var it,at,ot,st=M||T,lt=A||k,ct=new Array(st.length),ut=new Array(lt.length),ft=new Array(O),ht=M?u:c,pt=A?u:c;for(y=0;y<st.length;y++)ct[y]=Math.round(p.c2p(st[y])-r);for(y=0;y<lt.length;y++)ut[y]=Math.round(d.c2p(lt[y])-m);for(y=0;y<O;y++)ft[y]=ht(y,ct);for(H=0;H<D;H++)for(at=w[(it=pt(H,ut)).bin0],ot=w[it.bin1],y=0;y<O;y++,nt+=4)f(rt,nt,W=kt(at,ot,ft[y],it))}else for(H=0;H<C;H++)for(Y=w[H],Z=j(H),y=0;y<O;y++)W=Tt(Y[y],1),f(rt,nt=4*(Z*O+N(y)),W);var dt=U.createImageData(O,D);try{dt.data.set(rt)}catch(t){var gt=dt.data,mt=gt.length;for(H=0;H<mt;H++)gt[H]=rt[H]}U.putImageData(dt,0,0)}else{var vt=_.xgap,yt=_.ygap,xt=Math.floor(vt/2),bt=Math.floor(yt/2);for(H=0;H<C;H++)if(Y=w[H],Z.reverse(),Z[K]=j(H+1),Z[0]!==Z[1]&&void 0!==Z[0]&&void 0!==Z[1])for(q=[G=N(0),G],y=0;y<L;y++)q.reverse(),q[J]=N(y+1),q[0]!==q[1]&&void 0!==q[0]&&void 0!==q[1]&&(W=Tt(Y[y],(q[1]-q[0])*(Z[1]-Z[0])),U.fillStyle=\"rgba(\"+W.join(\",\")+\")\",U.fillRect(q[0]+xt,Z[0]+bt,q[1]-q[0]-vt,Z[1]-Z[0]-yt))}$=Math.round($/Q),tt=Math.round(tt/Q),et=Math.round(et/Q);var _t=i(\"rgb(\"+$+\",\"+tt+\",\"+et+\")\");t._hmpixcount=(t._hmpixcount||0)+Q,t._hmlumcount=(t._hmlumcount||0)+Q*_t.getLuminance();var wt=x.selectAll(\"image\").data(e);wt.enter().append(\"svg:image\").attr({xmlns:l.svg,preserveAspectRatio:\"none\"}),wt.attr({height:D,width:O,x:r,y:m,\"xlink:href\":B.toDataURL(\"image/png\")})}function Tt(t,e){if(void 0!==t){var r=V(t);return r[0]=Math.round(r[0]),r[1]=Math.round(r[1]),r[2]=Math.round(r[2]),Q+=e,$+=r[0]*e,tt+=r[1]*e,et+=r[2]*e,r}return[0,0,0,0]}function kt(t,e,r,n){var i=t[r.bin0];if(void 0===i)return Tt(void 0,1);var a,o=t[r.bin1],s=e[r.bin0],l=e[r.bin1],c=o-i||0,u=s-i||0;return a=void 0===o?void 0===l?0:void 0===s?2*(l-i):2*(2*l-s-i)/3:void 0===l?void 0===s?0:2*(2*i-o-s)/3:void 0===s?2*(2*l-o-i)/3:l+i-o-s,Tt(i+r.frac*c+n.frac*(u+r.frac*a))}}))}},{\"../../components/colorscale\":655,\"../../constants/xmlns_namespaces\":754,\"../../lib\":778,\"../../registry\":911,d3:169,tinycolor2:576}],1077:[function(t,e,r){\"use strict\";var n=t(\"d3\");e.exports=function(t){n.select(t).selectAll(\".hm image\").style(\"opacity\",(function(t){return t.trace.opacity}))}},{d3:169}],1078:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){!1===r(\"zsmooth\")&&(r(\"xgap\"),r(\"ygap\")),r(\"zhoverformat\")}},{}],1079:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"../../registry\");function o(t,e){var r=e(t);return\"scaled\"===(r?e(t+\"type\",\"array\"):\"scaled\")&&(e(t+\"0\"),e(\"d\"+t)),r}e.exports=function(t,e,r,s,l,c){var u,f,h=r(\"z\");if(l=l||\"x\",c=c||\"y\",void 0===h||!h.length)return 0;if(i.isArray1D(t.z)){u=r(l),f=r(c);var p=i.minRowLength(u),d=i.minRowLength(f);if(0===p||0===d)return 0;e._length=Math.min(p,d,h.length)}else{if(u=o(l,r),f=o(c,r),!function(t){for(var e,r=!0,a=!1,o=!1,s=0;s<t.length;s++){if(e=t[s],!i.isArrayOrTypedArray(e)){r=!1;break}e.length>0&&(a=!0);for(var l=0;l<e.length;l++)if(n(e[l])){o=!0;break}}return r&&a&&o}(h))return 0;r(\"transpose\"),e._length=null}return\"heatmapgl\"===t.type||\"contourgl\"===t.type||a.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[l,c],s),!0}},{\"../../lib\":778,\"../../registry\":911,\"fast-isnumeric\":241}],1080:[function(t,e,r){\"use strict\";for(var n=t(\"../heatmap/attributes\"),i=t(\"../../components/colorscale/attributes\"),a=t(\"../../lib/extend\").extendFlat,o=t(\"../../plot_api/edit_types\").overrideAll,s=[\"z\",\"x\",\"x0\",\"dx\",\"y\",\"y0\",\"dy\",\"text\",\"transpose\",\"xtype\",\"ytype\"],l={},c=0;c<s.length;c++){var u=s[c];l[u]=n[u]}l.zsmooth={valType:\"enumerated\",values:[\"fast\",!1],dflt:\"fast\",editType:\"calc\"},a(l,i(\"\",{cLetter:\"z\",autoColorDflt:!1})),e.exports=o(l,\"calc\",\"nested\")},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../heatmap/attributes\":1065}],1081:[function(t,e,r){\"use strict\";var n=t(\"gl-heatmap2d\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../lib/str2rgbarray\");function o(t,e){this.scene=t,this.uid=e,this.type=\"heatmapgl\",this.name=\"\",this.hoverinfo=\"all\",this.xData=[],this.yData=[],this.zData=[],this.textLabels=[],this.idToIndex=[],this.bounds=[0,0,0,0],this.options={zsmooth:\"fast\",z:[],x:[],y:[],shape:[0,0],colorLevels:[0],colorValues:[0,0,0,1]},this.heatmap=n(t.glplot,this.options),this.heatmap._trace=this}var s=o.prototype;s.handlePick=function(t){var e=this.options,r=e.shape,n=t.pointId,i=n%r[0],a=Math.floor(n/r[0]),o=n;return{trace:this,dataCoord:t.dataCoord,traceCoord:[e.x[i],e.y[a],e.z[o]],textLabel:this.textLabels[n],name:this.name,pointIndex:[a,i],hoverinfo:this.hoverinfo}},s.update=function(t,e){var r=e[0];this.index=t.index,this.name=t.name,this.hoverinfo=t.hoverinfo;var n=r.z;this.options.z=[].concat.apply([],n);var o=n[0].length,s=n.length;this.options.shape=[o,s],this.options.x=r.x,this.options.y=r.y,this.options.zsmooth=t.zsmooth;var l=function(t){for(var e=t.colorscale,r=t.zmin,n=t.zmax,i=e.length,o=new Array(i),s=new Array(4*i),l=0;l<i;l++){var c=e[l],u=a(c[1]);o[l]=r+c[0]*(n-r);for(var f=0;f<4;f++)s[4*l+f]=u[f]}return{colorLevels:o,colorValues:s}}(t);this.options.colorLevels=l.colorLevels,this.options.colorValues=l.colorValues,this.textLabels=[].concat.apply([],t.text),this.heatmap.update(this.options);var c,u,f=this.scene.xaxis,h=this.scene.yaxis;!1===t.zsmooth&&(c={ppad:r.x[1]-r.x[0]},u={ppad:r.y[1]-r.y[0]}),t._extremes[f._id]=i.findExtremes(f,r.x,c),t._extremes[h._id]=i.findExtremes(h,r.y,u)},s.dispose=function(){this.heatmap.dispose()},e.exports=function(t,e,r){var n=new o(t,e.uid);return n.update(e,r),n}},{\"../../lib/str2rgbarray\":802,\"../../plots/cartesian/axes\":828,\"gl-heatmap2d\":271}],1082:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../heatmap/xyz_defaults\"),a=t(\"../../components/colorscale/defaults\"),o=t(\"./attributes\");e.exports=function(t,e,r,s){function l(r,i){return n.coerce(t,e,o,r,i)}i(t,e,l,s)?(l(\"text\"),l(\"zsmooth\"),a(t,e,s,l,{prefix:\"\",cLetter:\"z\"})):e.visible=!1}},{\"../../components/colorscale/defaults\":653,\"../../lib\":778,\"../heatmap/xyz_defaults\":1079,\"./attributes\":1080}],1083:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:t(\"../heatmap/colorbar\"),calc:t(\"../heatmap/calc\"),plot:t(\"./convert\"),moduleType:\"trace\",name:\"heatmapgl\",basePlotModule:t(\"../../plots/gl2d\"),categories:[\"gl\",\"gl2d\",\"2dMap\"],meta:{}}},{\"../../plots/gl2d\":868,\"../heatmap/calc\":1066,\"../heatmap/colorbar\":1068,\"./attributes\":1080,\"./convert\":1081,\"./defaults\":1082}],1084:[function(t,e,r){\"use strict\";var n=t(\"../bar/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"./bin_attributes\"),o=t(\"./constants\"),s=t(\"../../lib/extend\").extendFlat;e.exports={x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},text:s({},n.text,{}),hovertext:s({},n.hovertext,{}),orientation:n.orientation,histfunc:{valType:\"enumerated\",values:[\"count\",\"sum\",\"avg\",\"min\",\"max\"],dflt:\"count\",editType:\"calc\"},histnorm:{valType:\"enumerated\",values:[\"\",\"percent\",\"probability\",\"density\",\"probability density\"],dflt:\"\",editType:\"calc\"},cumulative:{enabled:{valType:\"boolean\",dflt:!1,editType:\"calc\"},direction:{valType:\"enumerated\",values:[\"increasing\",\"decreasing\"],dflt:\"increasing\",editType:\"calc\"},currentbin:{valType:\"enumerated\",values:[\"include\",\"exclude\",\"half\"],dflt:\"include\",editType:\"calc\"},editType:\"calc\"},nbinsx:{valType:\"integer\",min:0,dflt:0,editType:\"calc\"},xbins:a(\"x\",!0),nbinsy:{valType:\"integer\",min:0,dflt:0,editType:\"calc\"},ybins:a(\"y\",!0),autobinx:{valType:\"boolean\",dflt:null,editType:\"calc\"},autobiny:{valType:\"boolean\",dflt:null,editType:\"calc\"},bingroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertemplate:i({},{keys:o.eventDataKeys}),marker:n.marker,offsetgroup:n.offsetgroup,alignmentgroup:n.alignmentgroup,selected:n.selected,unselected:n.unselected,_deprecated:{bardir:n._deprecated.bardir}}},{\"../../lib/extend\":768,\"../../plots/template_attributes\":906,\"../bar/attributes\":921,\"./bin_attributes\":1086,\"./constants\":1090}],1085:[function(t,e,r){\"use strict\";e.exports=function(t,e){for(var r=t.length,n=0,i=0;i<r;i++)e[i]?(t[i]/=e[i],n+=t[i]):t[i]=null;return n}},{}],1086:[function(t,e,r){\"use strict\";e.exports=function(t,e){return{start:{valType:\"any\",editType:\"calc\"},end:{valType:\"any\",editType:\"calc\"},size:{valType:\"any\",editType:\"calc\"},editType:\"calc\"}}},{}],1087:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\");e.exports={count:function(t,e,r){return r[t]++,1},sum:function(t,e,r,i){var a=i[e];return n(a)?(a=Number(a),r[t]+=a,a):0},avg:function(t,e,r,i,a){var o=i[e];return n(o)&&(o=Number(o),r[t]+=o,a[t]++),0},min:function(t,e,r,i){var a=i[e];if(n(a)){if(a=Number(a),!n(r[t]))return r[t]=a,a;if(r[t]>a){var o=a-r[t];return r[t]=a,o}}return 0},max:function(t,e,r,i){var a=i[e];if(n(a)){if(a=Number(a),!n(r[t]))return r[t]=a,a;if(r[t]<a){var o=a-r[t];return r[t]=a,o}}return 0}}},{\"fast-isnumeric\":241}],1088:[function(t,e,r){\"use strict\";var n=t(\"../../constants/numerical\"),i=n.ONEAVGYEAR,a=n.ONEAVGMONTH,o=n.ONEDAY,s=n.ONEHOUR,l=n.ONEMIN,c=n.ONESEC,u=t(\"../../plots/cartesian/axes\").tickIncrement;function f(t,e,r,n){if(t*e<=0)return 1/0;for(var i=Math.abs(e-t),a=\"date\"===r.type,o=h(i,a),s=0;s<10;s++){var l=h(80*o,a);if(o===l)break;if(!p(l,t,e,a,r,n))break;o=l}return o}function h(t,e){return e&&t>c?t>o?t>1.1*i?i:t>1.1*a?a:o:t>s?s:t>l?l:c:Math.pow(10,Math.floor(Math.log(t)/Math.LN10))}function p(t,e,r,n,a,s){if(n&&t>o){var l=d(e,a,s),c=d(r,a,s),u=t===i?0:1;return l[u]!==c[u]}return Math.floor(r/t)-Math.floor(e/t)>.1}function d(t,e,r){var n=e.c2d(t,i,r).split(\"-\");return\"\"===n[0]&&(n.unshift(),n[0]=\"-\"+n[0]),n}e.exports=function(t,e,r,n,a){var s,l,c=-1.1*e,h=-.1*e,p=t-h,d=r[0],g=r[1],m=Math.min(f(d+h,d+p,n,a),f(g+h,g+p,n,a)),v=Math.min(f(d+c,d+h,n,a),f(g+c,g+h,n,a));if(m>v&&v<Math.abs(g-d)/4e3?(s=m,l=!1):(s=Math.min(m,v),l=!0),\"date\"===n.type&&s>o){var y=s===i?1:6,x=s===i?\"M12\":\"M1\";return function(e,r){var o=n.c2d(e,i,a),s=o.indexOf(\"-\",y);s>0&&(o=o.substr(0,s));var c=n.d2c(o,0,a);if(c<e){var f=u(c,x,!1,a);(c+f)/2<e+t&&(c=f)}return r&&l?u(c,x,!0,a):c}}return function(e,r){var n=s*Math.round(e/s);return n+s/10<e&&n+.9*s<e+t&&(n+=s),r&&l&&(n-=s),n}}},{\"../../constants/numerical\":753,\"../../plots/cartesian/axes\":828}],1089:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"../../registry\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../bar/arrays_to_calcdata\"),l=t(\"./bin_functions\"),c=t(\"./norm_functions\"),u=t(\"./average\"),f=t(\"./bin_label_vals\");function h(t,e,r,s,l){var c,u,f,p,d,g,m,v=s+\"bins\",y=t._fullLayout,x=e[\"_\"+s+\"bingroup\"],b=y._histogramBinOpts[x],_=\"overlay\"===y.barmode,w=function(t){return r.r2c(t,0,p)},T=function(t){return r.c2r(t,0,p)},k=\"date\"===r.type?function(t){return t||0===t?i.cleanDate(t,null,p):null}:function(t){return n(t)?Number(t):null};function M(t,e,r){e[t+\"Found\"]?(e[t]=k(e[t]),null===e[t]&&(e[t]=r[t])):(g[t]=e[t]=r[t],i.nestedProperty(u[0],v+\".\"+t).set(r[t]))}if(e[\"_\"+s+\"autoBinFinished\"])delete e[\"_\"+s+\"autoBinFinished\"];else{u=b.traces;var A=[],S=!0,E=!1,C=!1;for(c=0;c<u.length;c++)if((f=u[c]).visible){var L=b.dirs[c];d=f[\"_\"+L+\"pos0\"]=r.makeCalcdata(f,L),A=i.concat(A,d),delete f[\"_\"+s+\"autoBinFinished\"],!0===e.visible&&(S?S=!1:(delete f._autoBin,f[\"_\"+s+\"autoBinFinished\"]=1),a.traceIs(f,\"2dMap\")&&(E=!0),\"histogram2dcontour\"===f.type&&(C=!0))}p=u[0][s+\"calendar\"];var I=o.autoBin(A,r,b.nbins,E,p,b.sizeFound&&b.size),P=u[0]._autoBin={};if(g=P[b.dirs[0]]={},C&&(b.size||(I.start=T(o.tickIncrement(w(I.start),I.size,!0,p))),void 0===b.end&&(I.end=T(o.tickIncrement(w(I.end),I.size,!1,p)))),_&&!a.traceIs(e,\"2dMap\")&&0===I._dataSpan&&\"category\"!==r.type&&\"multicategory\"!==r.type){if(l)return[I,d,!0];I=function(t,e,r,n,a){var o,s,l,c=t._fullLayout,u=function(t,e){for(var r=e.xaxis,n=e.yaxis,i=e.orientation,a=[],o=t._fullData,s=0;s<o.length;s++){var l=o[s];\"histogram\"===l.type&&!0===l.visible&&l.orientation===i&&l.xaxis===r&&l.yaxis===n&&a.push(l)}return a}(t,e),f=!1,p=1/0,d=[e];for(o=0;o<u.length;o++)if((s=u[o])===e)f=!0;else if(f){var g=h(t,s,r,n,!0),m=g[0],v=g[2];s[\"_\"+n+\"autoBinFinished\"]=1,s[\"_\"+n+\"pos0\"]=g[1],v?d.push(s):p=Math.min(p,m.size)}else l=c._histogramBinOpts[s[\"_\"+n+\"bingroup\"]],p=Math.min(p,l.size||s[a].size);var y=new Array(d.length);for(o=0;o<d.length;o++)for(var x=d[o][\"_\"+n+\"pos0\"],b=0;b<x.length;b++)if(void 0!==x[b]){y[o]=x[b];break}isFinite(p)||(p=i.distinctVals(y).minDiff);for(o=0;o<d.length;o++){var _=(s=d[o])[n+\"calendar\"],w={start:r.c2r(y[o]-p/2,0,_),end:r.c2r(y[o]+p/2,0,_),size:p};s._input[a]=s[a]=w,(l=c._histogramBinOpts[s[\"_\"+n+\"bingroup\"]])&&i.extendFlat(l,w)}return e[a]}(t,e,r,s,v)}(m=f.cumulative||{}).enabled&&\"include\"!==m.currentbin&&(\"decreasing\"===m.direction?I.start=T(o.tickIncrement(w(I.start),I.size,!0,p)):I.end=T(o.tickIncrement(w(I.end),I.size,!1,p))),b.size=I.size,b.sizeFound||(g.size=I.size,i.nestedProperty(u[0],v+\".size\").set(I.size)),M(\"start\",b,I),M(\"end\",b,I)}d=e[\"_\"+s+\"pos0\"],delete e[\"_\"+s+\"pos0\"];var z=e._input[v]||{},O=i.extendFlat({},b),D=b.start,R=r.r2l(z.start),F=void 0!==R;if((b.startFound||F)&&R!==r.r2l(D)){var B=F?R:i.aggNums(Math.min,null,d),N={type:\"category\"===r.type||\"multicategory\"===r.type?\"linear\":r.type,r2l:r.r2l,dtick:b.size,tick0:D,calendar:p,range:[B,o.tickIncrement(B,b.size,!1,p)].map(r.l2r)},j=o.tickFirst(N);j>r.r2l(B)&&(j=o.tickIncrement(j,b.size,!0,p)),O.start=r.l2r(j),F||i.nestedProperty(e,v+\".start\").set(O.start)}var U=b.end,V=r.r2l(z.end),q=void 0!==V;if((b.endFound||q)&&V!==r.r2l(U)){var H=q?V:i.aggNums(Math.max,null,d);O.end=r.l2r(H),q||i.nestedProperty(e,v+\".start\").set(O.end)}var G=\"autobin\"+s;return!1===e._input[G]&&(e._input[v]=i.extendFlat({},e[v]||{}),delete e._input[G],delete e[G]),[O,d]}e.exports={calc:function(t,e){var r,a,p,d,g=[],m=[],v=o.getFromId(t,\"h\"===e.orientation?e.yaxis:e.xaxis),y=\"h\"===e.orientation?\"y\":\"x\",x={x:\"y\",y:\"x\"}[y],b=e[y+\"calendar\"],_=e.cumulative,w=h(t,e,v,y),T=w[0],k=w[1],M=\"string\"==typeof T.size,A=[],S=M?A:T,E=[],C=[],L=[],I=0,P=e.histnorm,z=e.histfunc,O=-1!==P.indexOf(\"density\");_.enabled&&O&&(P=P.replace(/ ?density$/,\"\"),O=!1);var D,R=\"max\"===z||\"min\"===z?null:0,F=l.count,B=c[P],N=!1,j=function(t){return v.r2c(t,0,b)};for(i.isArrayOrTypedArray(e[x])&&\"count\"!==z&&(D=e[x],N=\"avg\"===z,F=l[z]),r=j(T.start),p=j(T.end)+(r-o.tickIncrement(r,T.size,!1,b))/1e6;r<p&&g.length<1e6&&(a=o.tickIncrement(r,T.size,!1,b),g.push((r+a)/2),m.push(R),L.push([]),A.push(r),O&&E.push(1/(a-r)),N&&C.push(0),!(a<=r));)r=a;A.push(r),M||\"date\"!==v.type||(S={start:j(S.start),end:j(S.end),size:S.size}),t._fullLayout._roundFnOpts||(t._fullLayout._roundFnOpts={});var U=e[\"_\"+y+\"bingroup\"],V={leftGap:1/0,rightGap:1/0};U&&(t._fullLayout._roundFnOpts[U]||(t._fullLayout._roundFnOpts[U]=V),V=t._fullLayout._roundFnOpts[U]);var q,H=m.length,G=!0,Y=V.leftGap,W=V.rightGap,X={};for(r=0;r<k.length;r++){var Z=k[r];(d=i.findBin(Z,S))>=0&&d<H&&(I+=F(d,r,m,D,C),G&&L[d].length&&Z!==k[L[d][0]]&&(G=!1),L[d].push(r),X[r]=d,Y=Math.min(Y,Z-A[d]),W=Math.min(W,A[d+1]-Z))}V.leftGap=Y,V.rightGap=W,G||(q=function(e,r){return function(){var n=t._fullLayout._roundFnOpts[U];return f(n.leftGap,n.rightGap,A,v,b)(e,r)}}),N&&(I=u(m,C)),B&&B(m,I,E),_.enabled&&function(t,e,r){var n,i,a;function o(e){a=t[e],t[e]/=2}function s(e){i=t[e],t[e]=a+i/2,a+=i}if(\"half\"===r)if(\"increasing\"===e)for(o(0),n=1;n<t.length;n++)s(n);else for(o(t.length-1),n=t.length-2;n>=0;n--)s(n);else if(\"increasing\"===e){for(n=1;n<t.length;n++)t[n]+=t[n-1];\"exclude\"===r&&(t.unshift(0),t.pop())}else{for(n=t.length-2;n>=0;n--)t[n]+=t[n+1];\"exclude\"===r&&(t.push(0),t.shift())}}(m,_.direction,_.currentbin);var J=Math.min(g.length,m.length),K=[],Q=0,$=J-1;for(r=0;r<J;r++)if(m[r]){Q=r;break}for(r=J-1;r>=Q;r--)if(m[r]){$=r;break}for(r=Q;r<=$;r++)if(n(g[r])&&n(m[r])){var tt={p:g[r],s:m[r],b:0};_.enabled||(tt.pts=L[r],G?tt.ph0=tt.ph1=L[r].length?k[L[r][0]]:g[r]:(e._computePh=!0,tt.ph0=q(A[r]),tt.ph1=q(A[r+1],!0))),K.push(tt)}return 1===K.length&&(K[0].width1=o.tickIncrement(K[0].p,T.size,!1,b)-K[0].p),s(K,e),i.isArrayOrTypedArray(e.selectedpoints)&&i.tagSelected(K,e,X),K},calcAllAutoBins:h}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"../../registry\":911,\"../bar/arrays_to_calcdata\":920,\"./average\":1085,\"./bin_functions\":1087,\"./bin_label_vals\":1088,\"./norm_functions\":1096,\"fast-isnumeric\":241}],1090:[function(t,e,r){\"use strict\";e.exports={eventDataKeys:[\"binNumber\"]}},{}],1091:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axis_ids\"),a=t(\"../../registry\").traceIs,o=t(\"../bar/defaults\").handleGroupingDefaults,s=n.nestedProperty,l=t(\"../../plots/cartesian/constraints\").getAxisGroup,c=[{aStr:{x:\"xbins.start\",y:\"ybins.start\"},name:\"start\"},{aStr:{x:\"xbins.end\",y:\"ybins.end\"},name:\"end\"},{aStr:{x:\"xbins.size\",y:\"ybins.size\"},name:\"size\"},{aStr:{x:\"nbinsx\",y:\"nbinsy\"},name:\"nbins\"}],u=[\"x\",\"y\"];e.exports=function(t,e){var r,f,h,p,d,g,m,v=e._histogramBinOpts={},y=[],x={},b=[];function _(t,e){return n.coerce(r._input,r,r._module.attributes,t,e)}function w(t){return\"v\"===t.orientation?\"x\":\"y\"}function T(t,r,a){var o=t.uid+\"__\"+a;r||(r=o);var s=function(t,r){return i.getFromTrace({_fullLayout:e},t,r).type}(t,a),l=t[a+\"calendar\"]||\"\",c=v[r],u=!0;c&&(s===c.axType&&l===c.calendar?(u=!1,c.traces.push(t),c.dirs.push(a)):(r=o,s!==c.axType&&n.warn([\"Attempted to group the bins of trace\",t.index,\"set on a\",\"type:\"+s,\"axis\",\"with bins on\",\"type:\"+c.axType,\"axis.\"].join(\" \")),l!==c.calendar&&n.warn([\"Attempted to group the bins of trace\",t.index,\"set with a\",l,\"calendar\",\"with bins\",c.calendar?\"on a \"+c.calendar+\" calendar\":\"w/o a set calendar\"].join(\" \")))),u&&(v[r]={traces:[t],dirs:[a],axType:s,calendar:t[a+\"calendar\"]||\"\"}),t[\"_\"+a+\"bingroup\"]=r}for(d=0;d<t.length;d++)r=t[d],a(r,\"histogram\")&&(y.push(r),delete r._xautoBinFinished,delete r._yautoBinFinished,a(r,\"2dMap\")||o(r._input,r,e,_));var k=e._alignmentOpts||{};for(d=0;d<y.length;d++){if(r=y[d],h=\"\",!a(r,\"2dMap\")){if(p=w(r),\"group\"===e.barmode&&r.alignmentgroup){var M=r[p+\"axis\"],A=l(e,M)+r.orientation;(k[A]||{})[r.alignmentgroup]&&(h=A)}h||\"overlay\"===e.barmode||(h=l(e,r.xaxis)+l(e,r.yaxis)+w(r))}h?(x[h]||(x[h]=[]),x[h].push(r)):b.push(r)}for(h in x)if(1!==(f=x[h]).length){var S=!1;for(f.length&&(r=f[0],S=_(\"bingroup\")),h=S||h,d=0;d<f.length;d++){var E=(r=f[d])._input.bingroup;E&&E!==h&&n.warn([\"Trace\",r.index,\"must match\",\"within bingroup\",h+\".\",\"Ignoring its bingroup:\",E,\"setting.\"].join(\" \")),r.bingroup=h,T(r,h,w(r))}}else b.push(f[0]);for(d=0;d<b.length;d++){r=b[d];var C=_(\"bingroup\");if(a(r,\"2dMap\"))for(m=0;m<2;m++){var L=_((p=u[m])+\"bingroup\",C?C+\"__\"+p:null);T(r,L,p)}else T(r,C,w(r))}for(h in v){var I=v[h];for(f=I.traces,g=0;g<c.length;g++){var P,z,O=c[g],D=O.name;if(\"nbins\"!==D||!I.sizeFound){for(d=0;d<f.length;d++){if(r=f[d],p=I.dirs[d],P=O.aStr[p],void 0!==s(r._input,P).get()){I[D]=_(P),I[D+\"Found\"]=!0;break}(z=(r._autoBin||{})[p]||{})[D]&&s(r,P).set(z[D])}if(\"start\"===D||\"end\"===D)for(;d<f.length;d++)(r=f[d])[\"_\"+p+\"bingroup\"]&&_(P,(z=(r._autoBin||{})[p]||{})[D]);\"nbins\"!==D||I.sizeFound||I.nbinsFound||(r=f[0],I[D]=_(P))}}}}},{\"../../lib\":778,\"../../plots/cartesian/axis_ids\":831,\"../../plots/cartesian/constraints\":835,\"../../registry\":911,\"../bar/defaults\":925}],1092:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../../components/color\"),o=t(\"../bar/style_defaults\"),s=t(\"./attributes\");e.exports=function(t,e,r,l){function c(r,n){return i.coerce(t,e,s,r,n)}var u=c(\"x\"),f=c(\"y\");c(\"cumulative.enabled\")&&(c(\"cumulative.direction\"),c(\"cumulative.currentbin\")),c(\"text\"),c(\"hovertext\"),c(\"hovertemplate\");var h=c(\"orientation\",f&&!u?\"h\":\"v\"),p=\"v\"===h?\"x\":\"y\",d=\"v\"===h?\"y\":\"x\",g=u&&f?Math.min(i.minRowLength(u)&&i.minRowLength(f)):i.minRowLength(e[p]||[]);if(g){e._length=g,n.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\",\"y\"],l),e[d]&&c(\"histfunc\"),c(\"histnorm\"),c(\"autobin\"+p),o(t,e,c,r,l),i.coerceSelectionMarkerOpacity(e,c);var m=(e.marker.line||{}).color,v=n.getComponentMethod(\"errorbars\",\"supplyDefaults\");v(t,e,m||a.defaultLine,{axis:\"y\"}),v(t,e,m||a.defaultLine,{axis:\"x\",inherit:\"y\"})}else e.visible=!1}},{\"../../components/color\":643,\"../../lib\":778,\"../../registry\":911,\"../bar/style_defaults\":936,\"./attributes\":1084}],1093:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i){if(t.x=\"xVal\"in e?e.xVal:e.x,t.y=\"yVal\"in e?e.yVal:e.y,\"zLabelVal\"in e&&(t.z=e.zLabelVal),e.xa&&(t.xaxis=e.xa),e.ya&&(t.yaxis=e.ya),!(r.cumulative||{}).enabled){var a,o=Array.isArray(i)?n[0].pts[i[0]][i[1]]:n[i].pts;if(t.pointNumbers=o,t.binNumber=t.pointNumber,delete t.pointNumber,delete t.pointIndex,r._indexToPoints){a=[];for(var s=0;s<o.length;s++)a=a.concat(r._indexToPoints[o[s]])}else a=o;t.pointIndices=a}return t}},{}],1094:[function(t,e,r){\"use strict\";var n=t(\"../bar/hover\").hoverPoints,i=t(\"../../plots/cartesian/axes\").hoverLabelText;e.exports=function(t,e,r,a){var o=n(t,e,r,a);if(o){var s=(t=o[0]).cd[t.index],l=t.cd[0].trace;if(!l.cumulative.enabled){var c=\"h\"===l.orientation?\"y\":\"x\";t[c+\"Label\"]=i(t[c+\"a\"],s.ph0,s.ph1)}return o}}},{\"../../plots/cartesian/axes\":828,\"../bar/hover\":928}],1095:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),layoutAttributes:t(\"../bar/layout_attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"./cross_trace_defaults\"),supplyLayoutDefaults:t(\"../bar/layout_defaults\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"../bar/cross_trace_calc\").crossTraceCalc,plot:t(\"../bar/plot\").plot,layerName:\"barlayer\",style:t(\"../bar/style\").style,styleOnSelect:t(\"../bar/style\").styleOnSelect,colorbar:t(\"../scatter/marker_colorbar\"),hoverPoints:t(\"./hover\"),selectPoints:t(\"../bar/select\"),eventData:t(\"./event_data\"),moduleType:\"trace\",name:\"histogram\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"bar-like\",\"cartesian\",\"svg\",\"bar\",\"histogram\",\"oriented\",\"errorBarsOK\",\"showLegend\"],meta:{}}},{\"../../plots/cartesian\":841,\"../bar/cross_trace_calc\":924,\"../bar/layout_attributes\":930,\"../bar/layout_defaults\":931,\"../bar/plot\":932,\"../bar/select\":933,\"../bar/style\":935,\"../scatter/marker_colorbar\":1205,\"./attributes\":1084,\"./calc\":1089,\"./cross_trace_defaults\":1091,\"./defaults\":1092,\"./event_data\":1093,\"./hover\":1094}],1096:[function(t,e,r){\"use strict\";e.exports={percent:function(t,e){for(var r=t.length,n=100/e,i=0;i<r;i++)t[i]*=n},probability:function(t,e){for(var r=t.length,n=0;n<r;n++)t[n]/=e},density:function(t,e,r,n){var i=t.length;n=n||1;for(var a=0;a<i;a++)t[a]*=r[a]*n},\"probability density\":function(t,e,r,n){var i=t.length;n&&(e/=n);for(var a=0;a<i;a++)t[a]*=r[a]/e}}},{}],1097:[function(t,e,r){\"use strict\";var n=t(\"../histogram/attributes\"),i=t(\"../histogram/bin_attributes\"),a=t(\"../heatmap/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../components/colorscale/attributes\"),c=t(\"../../lib/extend\").extendFlat;e.exports=c({x:n.x,y:n.y,z:{valType:\"data_array\",editType:\"calc\"},marker:{color:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"},histnorm:n.histnorm,histfunc:n.histfunc,nbinsx:n.nbinsx,xbins:i(\"x\"),nbinsy:n.nbinsy,ybins:i(\"y\"),autobinx:n.autobinx,autobiny:n.autobiny,bingroup:c({},n.bingroup,{}),xbingroup:c({},n.bingroup,{}),ybingroup:c({},n.bingroup,{}),xgap:a.xgap,ygap:a.ygap,zsmooth:a.zsmooth,zhoverformat:a.zhoverformat,hovertemplate:s({},{keys:\"z\"}),showlegend:c({},o.showlegend,{dflt:!1})},l(\"\",{cLetter:\"z\",autoColorDflt:!1}))},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../heatmap/attributes\":1065,\"../histogram/attributes\":1084,\"../histogram/bin_attributes\":1086}],1098:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../histogram/bin_functions\"),o=t(\"../histogram/norm_functions\"),s=t(\"../histogram/average\"),l=t(\"../histogram/bin_label_vals\"),c=t(\"../histogram/calc\").calcAllAutoBins;function u(t,e,r,n){var i,a=new Array(t);if(n)for(i=0;i<t;i++)a[i]=1/(e[i+1]-e[i]);else{var o=1/r;for(i=0;i<t;i++)a[i]=o}return a}function f(t,e){return{start:t(e.start),end:t(e.end),size:e.size}}function h(t,e,r,n,i,a){var o,s=t.length-1,c=new Array(s),u=l(r,n,t,i,a);for(o=0;o<s;o++){var f=(e||[])[o];c[o]=void 0===f?[u(t[o]),u(t[o+1],!0)]:[f,f]}return c}e.exports=function(t,e){var r,l,p,d,g=i.getFromId(t,e.xaxis),m=i.getFromId(t,e.yaxis),v=e.xcalendar,y=e.ycalendar,x=function(t){return g.r2c(t,0,v)},b=function(t){return m.r2c(t,0,y)},_=c(t,e,g,\"x\"),w=_[0],T=_[1],k=c(t,e,m,\"y\"),M=k[0],A=k[1],S=e._length;T.length>S&&T.splice(S,T.length-S),A.length>S&&A.splice(S,A.length-S);var E=[],C=[],L=[],I=\"string\"==typeof w.size,P=\"string\"==typeof M.size,z=[],O=[],D=I?z:w,R=P?O:M,F=0,B=[],N=[],j=e.histnorm,U=e.histfunc,V=-1!==j.indexOf(\"density\"),q=\"max\"===U||\"min\"===U?null:0,H=a.count,G=o[j],Y=!1,W=[],X=[],Z=\"z\"in e?e.z:\"marker\"in e&&Array.isArray(e.marker.color)?e.marker.color:\"\";Z&&\"count\"!==U&&(Y=\"avg\"===U,H=a[U]);var J=w.size,K=x(w.start),Q=x(w.end)+(K-i.tickIncrement(K,J,!1,v))/1e6;for(r=K;r<Q;r=i.tickIncrement(r,J,!1,v))C.push(q),z.push(r),Y&&L.push(0);z.push(r);var $,tt=C.length,et=(r-K)/tt,rt=($=K+et/2,g.c2r($,0,v)),nt=M.size,it=b(M.start),at=b(M.end)+(it-i.tickIncrement(it,nt,!1,y))/1e6;for(r=it;r<at;r=i.tickIncrement(r,nt,!1,y)){E.push(C.slice()),O.push(r);var ot=new Array(tt);for(l=0;l<tt;l++)ot[l]=[];N.push(ot),Y&&B.push(L.slice())}O.push(r);var st=E.length,lt=(r-it)/st,ct=function(t){return m.c2r(t,0,y)}(it+lt/2);V&&(W=u(C.length,D,et,I),X=u(E.length,R,lt,P)),I||\"date\"!==g.type||(D=f(x,D)),P||\"date\"!==m.type||(R=f(b,R));var ut=!0,ft=!0,ht=new Array(tt),pt=new Array(st),dt=1/0,gt=1/0,mt=1/0,vt=1/0;for(r=0;r<S;r++){var yt=T[r],xt=A[r];p=n.findBin(yt,D),d=n.findBin(xt,R),p>=0&&p<tt&&d>=0&&d<st&&(F+=H(p,r,E[d],Z,B[d]),N[d][p].push(r),ut&&(void 0===ht[p]?ht[p]=yt:ht[p]!==yt&&(ut=!1)),ft&&(void 0===pt[d]?pt[d]=xt:pt[d]!==xt&&(ft=!1)),dt=Math.min(dt,yt-z[p]),gt=Math.min(gt,z[p+1]-yt),mt=Math.min(mt,xt-O[d]),vt=Math.min(vt,O[d+1]-xt))}if(Y)for(d=0;d<st;d++)F+=s(E[d],B[d]);if(G)for(d=0;d<st;d++)G(E[d],F,W,X[d]);return{x:T,xRanges:h(z,ut&&ht,dt,gt,g,v),x0:rt,dx:et,y:A,yRanges:h(O,ft&&pt,mt,vt,m,y),y0:ct,dy:lt,z:E,pts:N}}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"../histogram/average\":1085,\"../histogram/bin_functions\":1087,\"../histogram/bin_label_vals\":1088,\"../histogram/calc\":1089,\"../histogram/norm_functions\":1096}],1099:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./sample_defaults\"),a=t(\"../heatmap/style_defaults\"),o=t(\"../../components/colorscale/defaults\"),s=t(\"./attributes\");e.exports=function(t,e,r,l){function c(r,i){return n.coerce(t,e,s,r,i)}i(t,e,c,l),!1!==e.visible&&(a(t,e,c,l),o(t,e,l,c,{prefix:\"\",cLetter:\"z\"}),c(\"hovertemplate\"))}},{\"../../components/colorscale/defaults\":653,\"../../lib\":778,\"../heatmap/style_defaults\":1078,\"./attributes\":1097,\"./sample_defaults\":1102}],1100:[function(t,e,r){\"use strict\";var n=t(\"../heatmap/hover\"),i=t(\"../../plots/cartesian/axes\").hoverLabelText;e.exports=function(t,e,r,a,o,s){var l=n(t,e,r,a,o,s);if(l){var c=(t=l[0]).index,u=c[0],f=c[1],h=t.cd[0],p=h.xRanges[f],d=h.yRanges[u];return t.xLabel=i(t.xa,p[0],p[1]),t.yLabel=i(t.ya,d[0],d[1]),l}}},{\"../../plots/cartesian/axes\":828,\"../heatmap/hover\":1072}],1101:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../histogram/cross_trace_defaults\"),calc:t(\"../heatmap/calc\"),plot:t(\"../heatmap/plot\"),layerName:\"heatmaplayer\",colorbar:t(\"../heatmap/colorbar\"),style:t(\"../heatmap/style\"),hoverPoints:t(\"./hover\"),eventData:t(\"../histogram/event_data\"),moduleType:\"trace\",name:\"histogram2d\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"2dMap\",\"histogram\",\"showLegend\"],meta:{}}},{\"../../plots/cartesian\":841,\"../heatmap/calc\":1066,\"../heatmap/colorbar\":1068,\"../heatmap/plot\":1076,\"../heatmap/style\":1077,\"../histogram/cross_trace_defaults\":1091,\"../histogram/event_data\":1093,\"./attributes\":1097,\"./defaults\":1099,\"./hover\":1100}],1102:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\");e.exports=function(t,e,r,a){var o=r(\"x\"),s=r(\"y\"),l=i.minRowLength(o),c=i.minRowLength(s);l&&c?(e._length=Math.min(l,c),n.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\",\"y\"],a),(r(\"z\")||r(\"marker.color\"))&&r(\"histfunc\"),r(\"histnorm\"),r(\"autobinx\"),r(\"autobiny\")):e.visible=!1}},{\"../../lib\":778,\"../../registry\":911}],1103:[function(t,e,r){\"use strict\";var n=t(\"../histogram2d/attributes\"),i=t(\"../contour/attributes\"),a=t(\"../../components/colorscale/attributes\"),o=t(\"../../lib/extend\").extendFlat;e.exports=o({x:n.x,y:n.y,z:n.z,marker:n.marker,histnorm:n.histnorm,histfunc:n.histfunc,nbinsx:n.nbinsx,xbins:n.xbins,nbinsy:n.nbinsy,ybins:n.ybins,autobinx:n.autobinx,autobiny:n.autobiny,bingroup:n.bingroup,xbingroup:n.xbingroup,ybingroup:n.ybingroup,autocontour:i.autocontour,ncontours:i.ncontours,contours:i.contours,line:{color:i.line.color,width:o({},i.line.width,{dflt:.5}),dash:i.line.dash,smoothing:i.line.smoothing,editType:\"plot\"},zhoverformat:n.zhoverformat,hovertemplate:n.hovertemplate},a(\"\",{cLetter:\"z\",editTypeOverride:\"calc\"}))},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../contour/attributes\":1008,\"../histogram2d/attributes\":1097}],1104:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../histogram2d/sample_defaults\"),a=t(\"../contour/contours_defaults\"),o=t(\"../contour/style_defaults\"),s=t(\"./attributes\");e.exports=function(t,e,r,l){function c(r,i){return n.coerce(t,e,s,r,i)}i(t,e,c,l),!1!==e.visible&&(a(t,e,c,(function(r){return n.coerce2(t,e,s,r)})),o(t,e,c,l),c(\"hovertemplate\"))}},{\"../../lib\":778,\"../contour/contours_defaults\":1015,\"../contour/style_defaults\":1029,\"../histogram2d/sample_defaults\":1102,\"./attributes\":1103}],1105:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../histogram/cross_trace_defaults\"),calc:t(\"../contour/calc\"),plot:t(\"../contour/plot\").plot,layerName:\"contourlayer\",style:t(\"../contour/style\"),colorbar:t(\"../contour/colorbar\"),hoverPoints:t(\"../contour/hover\"),moduleType:\"trace\",name:\"histogram2dcontour\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"2dMap\",\"contour\",\"histogram\",\"showLegend\"],meta:{}}},{\"../../plots/cartesian\":841,\"../contour/calc\":1009,\"../contour/colorbar\":1011,\"../contour/hover\":1021,\"../contour/plot\":1026,\"../contour/style\":1028,\"../histogram/cross_trace_defaults\":1091,\"./attributes\":1103,\"./defaults\":1104}],1106:[function(t,e,r){\"use strict\";for(var n=t(\"../../plots/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../lib/extend\").extendFlat,o=t(\"./constants\").colormodel,s=[\"rgb\",\"rgba\",\"rgba256\",\"hsl\",\"hsla\"],l=[],c=[],u=0;u<s.length;u++){var f=o[s[u]];l.push(\"For the `\"+s[u]+\"` colormodel, it is [\"+(f.zminDflt||f.min).join(\", \")+\"].\"),c.push(\"For the `\"+s[u]+\"` colormodel, it is [\"+(f.zmaxDflt||f.max).join(\", \")+\"].\")}e.exports=a({source:{valType:\"string\",editType:\"calc\"},z:{valType:\"data_array\",editType:\"calc\"},colormodel:{valType:\"enumerated\",values:s,editType:\"calc\"},zmin:{valType:\"info_array\",items:[{valType:\"number\",editType:\"calc\"},{valType:\"number\",editType:\"calc\"},{valType:\"number\",editType:\"calc\"},{valType:\"number\",editType:\"calc\"}],editType:\"calc\"},zmax:{valType:\"info_array\",items:[{valType:\"number\",editType:\"calc\"},{valType:\"number\",editType:\"calc\"},{valType:\"number\",editType:\"calc\"},{valType:\"number\",editType:\"calc\"}],editType:\"calc\"},x0:{valType:\"any\",dflt:0,editType:\"calc+clearAxisTypes\"},y0:{valType:\"any\",dflt:0,editType:\"calc+clearAxisTypes\"},dx:{valType:\"number\",dflt:1,editType:\"calc\"},dy:{valType:\"number\",dflt:1,editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"data_array\",editType:\"plot\"},hoverinfo:a({},n.hoverinfo,{flags:[\"x\",\"y\",\"z\",\"color\",\"name\",\"text\"],dflt:\"x+y+z+text+name\"}),hovertemplate:i({},{keys:[\"z\",\"color\",\"colormodel\"]}),transforms:void 0})},{\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"./constants\":1108}],1107:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./constants\"),a=t(\"fast-isnumeric\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../../lib\").maxRowLength,l=t(\"./helpers\").getImageSize;function c(t,e,r,i){return function(a){return n.constrain((a-t)*e,r,i)}}function u(t,e){return function(r){return n.constrain(r,t,e)}}e.exports=function(t,e){var r,n;if(e._hasZ)r=e.z.length,n=s(e.z);else if(e._hasSource){var f=l(e.source);r=f.height,n=f.width}var h,p=o.getFromId(t,e.xaxis||\"x\"),d=o.getFromId(t,e.yaxis||\"y\"),g=p.d2c(e.x0)-e.dx/2,m=d.d2c(e.y0)-e.dy/2,v=[g,g+n*e.dx],y=[m,m+r*e.dy];if(p&&\"log\"===p.type)for(h=0;h<n;h++)v.push(g+h*e.dx);if(d&&\"log\"===d.type)for(h=0;h<r;h++)y.push(m+h*e.dy);return e._extremes[p._id]=o.findExtremes(p,v),e._extremes[d._id]=o.findExtremes(d,y),e._scaler=function(t){var e=i.colormodel[t.colormodel],r=(e.colormodel||t.colormodel).length;t._sArray=[];for(var n=0;n<r;n++)e.min[n]!==t.zmin[n]||e.max[n]!==t.zmax[n]?t._sArray.push(c(t.zmin[n],(e.max[n]-e.min[n])/(t.zmax[n]-t.zmin[n]),e.min[n],e.max[n])):t._sArray.push(u(e.min[n],e.max[n]));return function(e){for(var n=e.slice(0,r),i=0;i<r;i++){var o=n[i];if(!a(o))return!1;n[i]=t._sArray[i](o)}return n}}(e),[{x0:g,y0:m,z:e.z,w:n,h:r}]}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"./constants\":1108,\"./helpers\":1111,\"fast-isnumeric\":241}],1108:[function(t,e,r){\"use strict\";e.exports={colormodel:{rgb:{min:[0,0,0],max:[255,255,255],fmt:function(t){return t.slice(0,3)},suffix:[\"\",\"\",\"\"]},rgba:{min:[0,0,0,0],max:[255,255,255,1],fmt:function(t){return t.slice(0,4)},suffix:[\"\",\"\",\"\",\"\"]},rgba256:{colormodel:\"rgba\",zminDflt:[0,0,0,0],zmaxDflt:[255,255,255,255],min:[0,0,0,0],max:[255,255,255,1],fmt:function(t){return t.slice(0,4)},suffix:[\"\",\"\",\"\",\"\"]},hsl:{min:[0,0,0],max:[360,100,100],fmt:function(t){var e=t.slice(0,3);return e[1]=e[1]+\"%\",e[2]=e[2]+\"%\",e},suffix:[\"\\xb0\",\"%\",\"%\"]},hsla:{min:[0,0,0,0],max:[360,100,100,1],fmt:function(t){var e=t.slice(0,4);return e[1]=e[1]+\"%\",e[2]=e[2]+\"%\",e},suffix:[\"\\xb0\",\"%\",\"%\",\"\"]}}}},{}],1109:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./attributes\"),a=t(\"./constants\"),o=t(\"../../snapshot/helpers\").IMAGE_URL_PREFIX;e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"source\"),e.source&&!e.source.match(o)&&delete e.source,e._hasSource=!!e.source;var s,l=r(\"z\");(e._hasZ=!(void 0===l||!l.length||!l[0]||!l[0].length),e._hasZ||e._hasSource)?(r(\"x0\"),r(\"y0\"),r(\"dx\"),r(\"dy\"),e._hasZ?(r(\"colormodel\",\"rgb\"),r(\"zmin\",(s=a.colormodel[e.colormodel]).zminDflt||s.min),r(\"zmax\",s.zmaxDflt||s.max)):e._hasSource&&(e.colormodel=\"rgba256\",s=a.colormodel[e.colormodel],e.zmin=s.zminDflt,e.zmax=s.zmaxDflt),r(\"text\"),r(\"hovertext\"),r(\"hovertemplate\"),e._length=null):e.visible=!1}},{\"../../lib\":778,\"../../snapshot/helpers\":915,\"./attributes\":1106,\"./constants\":1108}],1110:[function(t,e,r){\"use strict\";e.exports=function(t,e){return\"xVal\"in e&&(t.x=e.xVal),\"yVal\"in e&&(t.y=e.yVal),e.xa&&(t.xaxis=e.xa),e.ya&&(t.yaxis=e.ya),t.color=e.color,t.colormodel=e.trace.colormodel,t.z||(t.z=e.color),t}},{}],1111:[function(t,e,r){\"use strict\";var n=t(\"image-size\"),i=t(\"../../snapshot/helpers\").IMAGE_URL_PREFIX,a=t(\"buffer/\").Buffer;r.getImageSize=function(t){var e=t.replace(i,\"\"),r=new a(e,\"base64\");return n(r)}},{\"../../snapshot/helpers\":915,\"buffer/\":111,\"image-size\":444}],1112:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx\"),i=t(\"../../lib\"),a=t(\"./constants\");e.exports=function(t,e,r){var o=t.cd[0],s=o.trace,l=t.xa,c=t.ya;if(!(n.inbox(e-o.x0,e-(o.x0+o.w*s.dx),0)>0||n.inbox(r-o.y0,r-(o.y0+o.h*s.dy),0)>0)){var u,f=Math.floor((e-o.x0)/s.dx),h=Math.floor(Math.abs(r-o.y0)/s.dy);if(s._hasZ?u=o.z[h][f]:s._hasSource&&(u=s._canvas.el.getContext(\"2d\").getImageData(f,h,1,1).data),u){var p,d=o.hi||s.hoverinfo;if(d){var g=d.split(\"+\");-1!==g.indexOf(\"all\")&&(g=[\"color\"]),-1!==g.indexOf(\"color\")&&(p=!0)}var m,v=a.colormodel[s.colormodel],y=v.colormodel||s.colormodel,x=y.length,b=s._scaler(u),_=v.suffix,w=[];(s.hovertemplate||p)&&(w.push(\"[\"+[b[0]+_[0],b[1]+_[1],b[2]+_[2]].join(\", \")),4===x&&w.push(\", \"+b[3]+_[3]),w.push(\"]\"),w=w.join(\"\"),t.extraText=y.toUpperCase()+\": \"+w),Array.isArray(s.hovertext)&&Array.isArray(s.hovertext[h])?m=s.hovertext[h][f]:Array.isArray(s.text)&&Array.isArray(s.text[h])&&(m=s.text[h][f]);var T=c.c2p(o.y0+(h+.5)*s.dy),k=o.x0+(f+.5)*s.dx,M=o.y0+(h+.5)*s.dy,A=\"[\"+u.slice(0,s.colormodel.length).join(\", \")+\"]\";return[i.extendFlat(t,{index:[h,f],x0:l.c2p(o.x0+f*s.dx),x1:l.c2p(o.x0+(f+1)*s.dx),y0:T,y1:T,color:b,xVal:k,xLabelVal:k,yVal:M,yLabelVal:M,zLabelVal:A,text:m,hovertemplateLabels:{zLabel:A,colorLabel:w,\"color[0]Label\":b[0]+_[0],\"color[1]Label\":b[1]+_[1],\"color[2]Label\":b[2]+_[2],\"color[3]Label\":b[3]+_[3]}})]}}}},{\"../../components/fx\":683,\"../../lib\":778,\"./constants\":1108}],1113:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),style:t(\"./style\"),hoverPoints:t(\"./hover\"),eventData:t(\"./event_data\"),moduleType:\"trace\",name:\"image\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"2dMap\",\"noSortingByValue\"],animatable:!1,meta:{}}},{\"../../plots/cartesian\":841,\"./attributes\":1106,\"./calc\":1107,\"./defaults\":1109,\"./event_data\":1110,\"./hover\":1112,\"./plot\":1114,\"./style\":1115}],1114:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=i.strTranslate,o=t(\"../../constants/xmlns_namespaces\"),s=t(\"./constants\"),l=i.isIOS()||i.isSafari()||i.isIE();e.exports=function(t,e,r,c){var u=e.xaxis,f=e.yaxis,h=!(l||t._context._exportedPlot);i.makeTraceGroups(c,r,\"im\").each((function(e){var r=n.select(this),l=e[0],c=l.trace,p=h&&!c._hasZ&&c._hasSource&&\"linear\"===u.type&&\"linear\"===f.type;c._fastImage=p;var d,g,m,v,y,x,b=l.z,_=l.x0,w=l.y0,T=l.w,k=l.h,M=c.dx,A=c.dy;for(x=0;void 0===d&&x<T;)d=u.c2p(_+x*M),x++;for(x=T;void 0===g&&x>0;)g=u.c2p(_+x*M),x--;for(x=0;void 0===v&&x<k;)v=f.c2p(w+x*A),x++;for(x=k;void 0===y&&x>0;)y=f.c2p(w+x*A),x--;if(g<d&&(m=g,g=d,d=m),y<v&&(m=v,v=y,y=m),!p){d=Math.max(-.5*u._length,d),g=Math.min(1.5*u._length,g),v=Math.max(-.5*f._length,v),y=Math.min(1.5*f._length,y)}var S=Math.round(g-d),E=Math.round(y-v);if(S<=0||E<=0){r.selectAll(\"image\").data([]).exit().remove()}else{var C=r.selectAll(\"image\").data([e]);C.enter().append(\"svg:image\").attr({xmlns:o.svg,preserveAspectRatio:\"none\"}),C.exit().remove();var L=\"image-rendering: optimizeSpeed; image-rendering: -moz-crisp-edges; image-rendering: -o-crisp-edges; image-rendering: -webkit-optimize-contrast; image-rendering: optimize-contrast; image-rendering: crisp-edges; image-rendering: pixelated;\";if(p){var I=i.simpleMap(u.range,u.r2l),P=i.simpleMap(f.range,f.r2l),z=I[1]<I[0],O=P[1]>P[0];if(z||O){var D=d+S/2,R=v+E/2;L+=\"transform:\"+a(D+\"px\",R+\"px\")+\"scale(\"+(z?-1:1)+\",\"+(O?-1:1)+\")\"+a(-D+\"px\",-R+\"px\")+\";\"}}C.attr(\"style\",L);var F=new Promise((function(t){if(c._hasZ)t();else if(c._hasSource)if(c._canvas&&c._canvas.el.width===T&&c._canvas.el.height===k&&c._canvas.source===c.source)t();else{var e=document.createElement(\"canvas\");e.width=T,e.height=k;var r=e.getContext(\"2d\");c._image=c._image||new Image;var n=c._image;n.onload=function(){r.drawImage(n,0,0),c._canvas={el:e,source:c.source},t()},n.setAttribute(\"src\",c.source)}})).then((function(){var t;if(c._hasZ)t=B((function(t,e){return b[e][t]})).toDataURL(\"image/png\");else if(c._hasSource)if(p)t=c.source;else{var e=c._canvas.el.getContext(\"2d\").getImageData(0,0,T,k).data;t=B((function(t,r){var n=4*(r*T+t);return[e[n],e[n+1],e[n+2],e[n+3]]})).toDataURL(\"image/png\")}C.attr({\"xlink:href\":t,height:E,width:S,x:d,y:v})}));t._promises.push(F)}function B(t){var e=document.createElement(\"canvas\");e.width=S,e.height=E;var r,n=e.getContext(\"2d\"),a=function(t){return i.constrain(Math.round(u.c2p(_+t*M)-d),0,S)},o=function(t){return i.constrain(Math.round(f.c2p(w+t*A)-v),0,E)},h=s.colormodel[c.colormodel],p=h.colormodel||c.colormodel,g=h.fmt;for(x=0;x<l.w;x++){var m=a(x),y=a(x+1);if(y!==m&&!isNaN(y)&&!isNaN(m))for(var b=0;b<l.h;b++){var T=o(b),k=o(b+1);k===T||isNaN(k)||isNaN(T)||!t(x,b)||(r=c._scaler(t(x,b)),n.fillStyle=r?p+\"(\"+g(r).join(\",\")+\")\":\"rgba(0,0,0,0)\",n.fillRect(m,T,y-m,k-T))}}return e}}))}},{\"../../constants/xmlns_namespaces\":754,\"../../lib\":778,\"./constants\":1108,d3:169}],1115:[function(t,e,r){\"use strict\";var n=t(\"d3\");e.exports=function(t){n.select(t).selectAll(\".im image\").style(\"opacity\",(function(t){return t[0].trace.opacity}))}},{d3:169}],1116:[function(t,e,r){\"use strict\";var n=t(\"../../lib/extend\").extendFlat,i=t(\"../../lib/extend\").extendDeep,a=t(\"../../plot_api/edit_types\").overrideAll,o=t(\"../../plots/font_attributes\"),s=t(\"../../components/color/attributes\"),l=t(\"../../plots/domain\").attributes,c=t(\"../../plots/cartesian/layout_attributes\"),u=t(\"../../plot_api/plot_template\").templatedArray,f=t(\"../../constants/delta.js\"),h=(t(\"../../constants/docs\").FORMAT_LINK,o({editType:\"plot\",colorEditType:\"plot\"})),p={color:{valType:\"color\",editType:\"plot\"},line:{color:{valType:\"color\",dflt:s.defaultLine,editType:\"plot\"},width:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"calc\"},thickness:{valType:\"number\",min:0,max:1,dflt:1,editType:\"plot\"},editType:\"calc\"},d={valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},g=u(\"step\",i({},p,{range:d}));e.exports={mode:{valType:\"flaglist\",editType:\"calc\",flags:[\"number\",\"delta\",\"gauge\"],dflt:\"number\"},value:{valType:\"number\",editType:\"calc\",anim:!0},align:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],editType:\"plot\"},domain:l({name:\"indicator\",trace:!0,editType:\"calc\"}),title:{text:{valType:\"string\",editType:\"plot\"},align:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],editType:\"plot\"},font:n({},h,{}),editType:\"plot\"},number:{valueformat:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:n({},h,{}),prefix:{valType:\"string\",dflt:\"\",editType:\"plot\"},suffix:{valType:\"string\",dflt:\"\",editType:\"plot\"},editType:\"plot\"},delta:{reference:{valType:\"number\",editType:\"calc\"},position:{valType:\"enumerated\",values:[\"top\",\"bottom\",\"left\",\"right\"],dflt:\"bottom\",editType:\"plot\"},relative:{valType:\"boolean\",editType:\"plot\",dflt:!1},valueformat:{valType:\"string\",editType:\"plot\"},increasing:{symbol:{valType:\"string\",dflt:f.INCREASING.SYMBOL,editType:\"plot\"},color:{valType:\"color\",dflt:f.INCREASING.COLOR,editType:\"plot\"},editType:\"plot\"},decreasing:{symbol:{valType:\"string\",dflt:f.DECREASING.SYMBOL,editType:\"plot\"},color:{valType:\"color\",dflt:f.DECREASING.COLOR,editType:\"plot\"},editType:\"plot\"},font:n({},h,{}),editType:\"calc\"},gauge:{shape:{valType:\"enumerated\",editType:\"plot\",dflt:\"angular\",values:[\"angular\",\"bullet\"]},bar:i({},p,{color:{dflt:\"green\"}}),bgcolor:{valType:\"color\",editType:\"plot\"},bordercolor:{valType:\"color\",dflt:s.defaultLine,editType:\"plot\"},borderwidth:{valType:\"number\",min:0,dflt:1,editType:\"plot\"},axis:a({range:d,visible:n({},c.visible,{dflt:!0}),tickmode:c.tickmode,nticks:c.nticks,tick0:c.tick0,dtick:c.dtick,tickvals:c.tickvals,ticktext:c.ticktext,ticks:n({},c.ticks,{dflt:\"outside\"}),ticklen:c.ticklen,tickwidth:c.tickwidth,tickcolor:c.tickcolor,showticklabels:c.showticklabels,tickfont:o({}),tickangle:c.tickangle,tickformat:c.tickformat,tickformatstops:c.tickformatstops,tickprefix:c.tickprefix,showtickprefix:c.showtickprefix,ticksuffix:c.ticksuffix,showticksuffix:c.showticksuffix,separatethousands:c.separatethousands,exponentformat:c.exponentformat,minexponent:c.minexponent,showexponent:c.showexponent,editType:\"plot\"},\"plot\"),steps:g,threshold:{line:{color:n({},p.line.color,{}),width:n({},p.line.width,{dflt:1}),editType:\"plot\"},thickness:n({},p.thickness,{dflt:.85}),value:{valType:\"number\",editType:\"calc\",dflt:!1},editType:\"plot\"},editType:\"plot\"}}},{\"../../components/color/attributes\":642,\"../../constants/delta.js\":747,\"../../constants/docs\":748,\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../../plot_api/plot_template\":817,\"../../plots/cartesian/layout_attributes\":842,\"../../plots/domain\":855,\"../../plots/font_attributes\":856}],1117:[function(t,e,r){\"use strict\";var n=t(\"../../plots/plots\");r.name=\"indicator\",r.plot=function(t,e,i,a){n.plotBasePlot(r.name,t,e,i,a)},r.clean=function(t,e,i,a){n.cleanBasePlot(r.name,t,e,i,a)}},{\"../../plots/plots\":891}],1118:[function(t,e,r){\"use strict\";e.exports={calc:function(t,e){var r=[],n=e.value;\"number\"!=typeof e._lastValue&&(e._lastValue=e.value);var i=e._lastValue,a=i;return e._hasDelta&&\"number\"==typeof e.delta.reference&&(a=e.delta.reference),r[0]={y:n,lastY:i,delta:n-a,relativeDelta:(n-a)/a},r}}},{}],1119:[function(t,e,r){\"use strict\";e.exports={defaultNumberFontSize:80,bulletNumberDomainSize:.25,bulletPadding:.025,innerRadius:.75,valueThickness:.5,titlePadding:5,horizontalPadding:10}},{}],1120:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./attributes\"),a=t(\"../../plots/domain\").defaults,o=t(\"../../plot_api/plot_template\"),s=t(\"../../plots/array_container_defaults\"),l=t(\"./constants.js\"),c=t(\"../../plots/cartesian/tick_value_defaults\"),u=t(\"../../plots/cartesian/tick_mark_defaults\"),f=t(\"../../plots/cartesian/tick_label_defaults\");function h(t,e){function r(r,a){return n.coerce(t,e,i.gauge.steps,r,a)}r(\"color\"),r(\"line.color\"),r(\"line.width\"),r(\"range\"),r(\"thickness\")}e.exports={supplyDefaults:function(t,e,r,p){function d(r,a){return n.coerce(t,e,i,r,a)}a(e,p,d),d(\"mode\"),e._hasNumber=-1!==e.mode.indexOf(\"number\"),e._hasDelta=-1!==e.mode.indexOf(\"delta\"),e._hasGauge=-1!==e.mode.indexOf(\"gauge\");var g=d(\"value\");e._range=[0,\"number\"==typeof g?1.5*g:1];var m,v,y,x,b,_,w=new Array(2);function T(t,e){return n.coerce(y,x,i.gauge,t,e)}function k(t,e){return n.coerce(b,_,i.gauge.axis,t,e)}if(e._hasNumber&&(d(\"number.valueformat\"),d(\"number.font.color\",p.font.color),d(\"number.font.family\",p.font.family),d(\"number.font.size\"),void 0===e.number.font.size&&(e.number.font.size=l.defaultNumberFontSize,w[0]=!0),d(\"number.prefix\"),d(\"number.suffix\"),m=e.number.font.size),e._hasDelta&&(d(\"delta.font.color\",p.font.color),d(\"delta.font.family\",p.font.family),d(\"delta.font.size\"),void 0===e.delta.font.size&&(e.delta.font.size=(e._hasNumber?.5:1)*(m||l.defaultNumberFontSize),w[1]=!0),d(\"delta.reference\",e.value),d(\"delta.relative\"),d(\"delta.valueformat\",e.delta.relative?\"2%\":\"\"),d(\"delta.increasing.symbol\"),d(\"delta.increasing.color\"),d(\"delta.decreasing.symbol\"),d(\"delta.decreasing.color\"),d(\"delta.position\"),v=e.delta.font.size),e._scaleNumbers=(!e._hasNumber||w[0])&&(!e._hasDelta||w[1])||!1,d(\"title.font.color\",p.font.color),d(\"title.font.family\",p.font.family),d(\"title.font.size\",.25*(m||v||l.defaultNumberFontSize)),d(\"title.text\"),e._hasGauge){(y=t.gauge)||(y={}),x=o.newContainer(e,\"gauge\"),T(\"shape\"),(e._isBullet=\"bullet\"===e.gauge.shape)||d(\"title.align\",\"center\"),(e._isAngular=\"angular\"===e.gauge.shape)||d(\"align\",\"center\"),T(\"bgcolor\",p.paper_bgcolor),T(\"borderwidth\"),T(\"bordercolor\"),T(\"bar.color\"),T(\"bar.line.color\"),T(\"bar.line.width\"),T(\"bar.thickness\",l.valueThickness*(\"bullet\"===e.gauge.shape?.5:1)),s(y,x,{name:\"steps\",handleItemDefaults:h}),T(\"threshold.value\"),T(\"threshold.thickness\"),T(\"threshold.line.width\"),T(\"threshold.line.color\"),b={},y&&(b=y.axis||{}),_=o.newContainer(x,\"axis\"),k(\"visible\"),e._range=k(\"range\",e._range);var M={outerTicks:!0};c(b,_,k,\"linear\"),f(b,_,k,\"linear\",M),u(b,_,k,M)}else d(\"title.align\",\"center\"),d(\"align\",\"center\"),e._isAngular=e._isBullet=!1;e._length=null}}},{\"../../lib\":778,\"../../plot_api/plot_template\":817,\"../../plots/array_container_defaults\":823,\"../../plots/cartesian/tick_label_defaults\":849,\"../../plots/cartesian/tick_mark_defaults\":850,\"../../plots/cartesian/tick_value_defaults\":851,\"../../plots/domain\":855,\"./attributes\":1116,\"./constants.js\":1119}],1121:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"indicator\",basePlotModule:t(\"./base_plot\"),categories:[\"svg\",\"noOpacity\",\"noHover\"],animatable:!0,attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,calc:t(\"./calc\").calc,plot:t(\"./plot\"),meta:{}}},{\"./attributes\":1116,\"./base_plot\":1117,\"./calc\":1118,\"./defaults\":1120,\"./plot\":1122}],1122:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=i.strScale,o=i.strTranslate,s=i.rad2deg,l=t(\"../../constants/alignment\").MID_SHIFT,c=t(\"../../components/drawing\"),u=t(\"./constants\"),f=t(\"../../lib/svg_text_utils\"),h=t(\"../../plots/cartesian/axes\"),p=t(\"../../plots/cartesian/axis_defaults\"),d=t(\"../../plots/cartesian/position_defaults\"),g=t(\"../../plots/cartesian/layout_attributes\"),m=t(\"../../components/color\"),v={left:\"start\",center:\"middle\",right:\"end\"},y={left:0,center:.5,right:1},x=/[yzafpn\\xb5mkMGTPEZY]/;function b(t){return t&&t.duration>0}function _(t){t.each((function(t){m.stroke(n.select(this),t.line.color)})).each((function(t){m.fill(n.select(this),t.color)})).style(\"stroke-width\",(function(t){return t.line.width}))}function w(t,e,r){var n=t._fullLayout,a=i.extendFlat({type:\"linear\",ticks:\"outside\",range:r,showline:!0},e),o={type:\"linear\",_id:\"x\"+e._id},s={letter:\"x\",font:n.font,noHover:!0,noTickson:!0};function l(t,e){return i.coerce(a,o,g,t,e)}return p(a,o,l,s,n),d(a,o,l,s),o}function T(t,e,r){return[Math.min(e/t.width,r/t.height),t,e+\"x\"+r]}function k(t,e,r,i){var a=document.createElementNS(\"http://www.w3.org/2000/svg\",\"text\"),o=n.select(a);return o.text(t).attr(\"x\",0).attr(\"y\",0).attr(\"text-anchor\",r).attr(\"data-unformatted\",t).call(f.convertToTspans,i).call(c.font,e),c.bBox(o.node())}function M(t,e,r,n,a,o){var s=\"_cache\"+e;t[s]&&t[s].key===a||(t[s]={key:a,value:r});var l=i.aggNums(o,null,[t[s].value,n],2);return t[s].value=l,l}e.exports=function(t,e,r,p){var d,g=t._fullLayout;b(r)&&p&&(d=p()),i.makeTraceGroups(g._indicatorlayer,e,\"trace\").each((function(e){var p,A,S,E,C,L=e[0].trace,I=n.select(this),P=L._hasGauge,z=L._isAngular,O=L._isBullet,D=L.domain,R={w:g._size.w*(D.x[1]-D.x[0]),h:g._size.h*(D.y[1]-D.y[0]),l:g._size.l+g._size.w*D.x[0],r:g._size.r+g._size.w*(1-D.x[1]),t:g._size.t+g._size.h*(1-D.y[1]),b:g._size.b+g._size.h*D.y[0]},F=R.l+R.w/2,B=R.t+R.h/2,N=Math.min(R.w/2,R.h),j=u.innerRadius*N,U=L.align||\"center\";if(A=B,P){if(z&&(p=F,A=B+N/2,S=function(t){return function(t,e){var r=Math.sqrt(t.width/2*(t.width/2)+t.height*t.height);return[e/r,t,e]}(t,.9*j)}),O){var V=u.bulletPadding,q=1-u.bulletNumberDomainSize+V;p=R.l+(q+(1-q)*y[U])*R.w,S=function(t){return T(t,(u.bulletNumberDomainSize-V)*R.w,R.h)}}}else p=R.l+y[U]*R.w,S=function(t){return T(t,R.w,R.h)};!function(t,e,r,s){var l,u,p,d=r[0].trace,g=s.numbersX,_=s.numbersY,T=d.align||\"center\",A=v[T],S=s.transitionOpts,E=s.onComplete,C=i.ensureSingle(e,\"g\",\"numbers\"),L=[];d._hasNumber&&L.push(\"number\");d._hasDelta&&(L.push(\"delta\"),\"left\"===d.delta.position&&L.reverse());var I=C.selectAll(\"text\").data(L);function P(e,r,n,i){if(!e.match(\"s\")||n>=0==i>=0||r(n).slice(-1).match(x)||r(i).slice(-1).match(x))return r;var a=e.slice().replace(\"s\",\"f\").replace(/\\d+/,(function(t){return parseInt(t)-1})),o=w(t,{tickformat:a});return function(t){return Math.abs(t)<1?h.tickText(o,t).text:r(t)}}I.enter().append(\"text\"),I.attr(\"text-anchor\",(function(){return A})).attr(\"class\",(function(t){return t})).attr(\"x\",null).attr(\"y\",null).attr(\"dx\",null).attr(\"dy\",null),I.exit().remove();var z,O=d.mode+d.align;d._hasDelta&&(z=function(){var e=w(t,{tickformat:d.delta.valueformat},d._range);e.setScale(),h.prepTicks(e);var i=function(t){return h.tickText(e,t).text},a=function(t){return d.delta.relative?t.relativeDelta:t.delta},o=function(t,e){return 0===t||\"number\"!=typeof t||isNaN(t)?\"-\":(t>0?d.delta.increasing.symbol:d.delta.decreasing.symbol)+e(t)},s=function(t){return t.delta>=0?d.delta.increasing.color:d.delta.decreasing.color};void 0===d._deltaLastValue&&(d._deltaLastValue=a(r[0]));var l=C.select(\"text.delta\");function p(){l.text(o(a(r[0]),i)).call(m.fill,s(r[0])).call(f.convertToTspans,t)}return l.call(c.font,d.delta.font).call(m.fill,s({delta:d._deltaLastValue})),b(S)?l.transition().duration(S.duration).ease(S.easing).tween(\"text\",(function(){var t=n.select(this),e=a(r[0]),l=d._deltaLastValue,c=P(d.delta.valueformat,i,l,e),u=n.interpolateNumber(l,e);return d._deltaLastValue=e,function(e){t.text(o(u(e),c)),t.call(m.fill,s({delta:u(e)}))}})).each(\"end\",(function(){p(),E&&E()})).each(\"interrupt\",(function(){p(),E&&E()})):p(),u=k(o(a(r[0]),i),d.delta.font,A,t),l}(),O+=d.delta.position+d.delta.font.size+d.delta.font.family+d.delta.valueformat,O+=d.delta.increasing.symbol+d.delta.decreasing.symbol,p=u);d._hasNumber&&(!function(){var e=w(t,{tickformat:d.number.valueformat},d._range);e.setScale(),h.prepTicks(e);var i=function(t){return h.tickText(e,t).text},a=d.number.suffix,o=d.number.prefix,s=C.select(\"text.number\");function u(){var e=\"number\"==typeof r[0].y?o+i(r[0].y)+a:\"-\";s.text(e).call(c.font,d.number.font).call(f.convertToTspans,t)}b(S)?s.transition().duration(S.duration).ease(S.easing).each(\"end\",(function(){u(),E&&E()})).each(\"interrupt\",(function(){u(),E&&E()})).attrTween(\"text\",(function(){var t=n.select(this),e=n.interpolateNumber(r[0].lastY,r[0].y);d._lastValue=r[0].y;var s=P(d.number.valueformat,i,r[0].lastY,r[0].y);return function(r){t.text(o+s(e(r))+a)}})):u(),l=k(o+i(r[0].y)+a,d.number.font,A,t)}(),O+=d.number.font.size+d.number.font.family+d.number.valueformat+d.number.suffix+d.number.prefix,p=l);if(d._hasDelta&&d._hasNumber){var D,R,F=[(l.left+l.right)/2,(l.top+l.bottom)/2],B=[(u.left+u.right)/2,(u.top+u.bottom)/2],N=.75*d.delta.font.size;\"left\"===d.delta.position&&(D=M(d,\"deltaPos\",0,-1*(l.width*y[d.align]+u.width*(1-y[d.align])+N),O,Math.min),R=F[1]-B[1],p={width:l.width+u.width+N,height:Math.max(l.height,u.height),left:u.left+D,right:l.right,top:Math.min(l.top,u.top+R),bottom:Math.max(l.bottom,u.bottom+R)}),\"right\"===d.delta.position&&(D=M(d,\"deltaPos\",0,l.width*(1-y[d.align])+u.width*y[d.align]+N,O,Math.max),R=F[1]-B[1],p={width:l.width+u.width+N,height:Math.max(l.height,u.height),left:l.left,right:u.right+D,top:Math.min(l.top,u.top+R),bottom:Math.max(l.bottom,u.bottom+R)}),\"bottom\"===d.delta.position&&(D=null,R=u.height,p={width:Math.max(l.width,u.width),height:l.height+u.height,left:Math.min(l.left,u.left),right:Math.max(l.right,u.right),top:l.bottom-l.height,bottom:l.bottom+u.height}),\"top\"===d.delta.position&&(D=null,R=l.top,p={width:Math.max(l.width,u.width),height:l.height+u.height,left:Math.min(l.left,u.left),right:Math.max(l.right,u.right),top:l.bottom-l.height-u.height,bottom:l.bottom}),z.attr({dx:D,dy:R})}(d._hasNumber||d._hasDelta)&&C.attr(\"transform\",(function(){var t=s.numbersScaler(p);O+=t[2];var e,r=M(d,\"numbersScale\",1,t[0],O,Math.min);d._scaleNumbers||(r=1),e=d._isAngular?_-r*p.bottom:_-r*(p.top+p.bottom)/2,d._numbersTop=r*p.top+e;var n=p[T];\"center\"===T&&(n=(p.left+p.right)/2);var i=g-r*n;return i=M(d,\"numbersTranslate\",0,i,O,Math.max),o(i,e)+a(r)}))}(t,I,e,{numbersX:p,numbersY:A,numbersScaler:S,transitionOpts:r,onComplete:d}),P&&(E={range:L.gauge.axis.range,color:L.gauge.bgcolor,line:{color:L.gauge.bordercolor,width:0},thickness:1},C={range:L.gauge.axis.range,color:\"rgba(0, 0, 0, 0)\",line:{color:L.gauge.bordercolor,width:L.gauge.borderwidth},thickness:1});var H=I.selectAll(\"g.angular\").data(z?e:[]);H.exit().remove();var G=I.selectAll(\"g.angularaxis\").data(z?e:[]);G.exit().remove(),z&&function(t,e,r,i){var a,c,u,f,p=r[0].trace,d=i.size,g=i.radius,m=i.innerRadius,v=i.gaugeBg,y=i.gaugeOutline,x=[d.l+d.w/2,d.t+d.h/2+g/2],T=i.gauge,k=i.layer,M=i.transitionOpts,A=i.onComplete,S=Math.PI/2;function E(t){var e=p.gauge.axis.range[0],r=(t-e)/(p.gauge.axis.range[1]-e)*Math.PI-S;return r<-S?-S:r>S?S:r}function C(t){return n.svg.arc().innerRadius((m+g)/2-t/2*(g-m)).outerRadius((m+g)/2+t/2*(g-m)).startAngle(-S)}function L(t){t.attr(\"d\",(function(t){return C(t.thickness).startAngle(E(t.range[0])).endAngle(E(t.range[1]))()}))}T.enter().append(\"g\").classed(\"angular\",!0),T.attr(\"transform\",o(x[0],x[1])),k.enter().append(\"g\").classed(\"angularaxis\",!0).classed(\"crisp\",!0),k.selectAll(\"g.xangularaxistick,path,text\").remove(),(a=w(t,p.gauge.axis)).type=\"linear\",a.range=p.gauge.axis.range,a._id=\"xangularaxis\",a.setScale();var I=function(t){return(a.range[0]-t.x)/(a.range[1]-a.range[0])*Math.PI+Math.PI},P={},z=h.makeLabelFns(a,0).labelStandoff;P.xFn=function(t){var e=I(t);return Math.cos(e)*z},P.yFn=function(t){var e=I(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(z+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*l)},P.anchorFn=function(t){var e=I(t),r=Math.cos(e);return Math.abs(r)<.1?\"middle\":r>0?\"start\":\"end\"},P.heightFn=function(t,e,r){var n=I(t);return-.5*(1+Math.sin(n))*r};var O=function(t){return o(x[0]+g*Math.cos(t),x[1]-g*Math.sin(t))};u=function(t){return O(I(t))};if(c=h.calcTicks(a),f=h.getTickSigns(a)[2],a.visible){f=\"inside\"===a.ticks?-1:1;var D=(a.linewidth||1)/2;h.drawTicks(t,a,{vals:c,layer:k,path:\"M\"+f*D+\",0h\"+f*a.ticklen,transFn:function(t){var e=I(t);return O(e)+\"rotate(\"+-s(e)+\")\"}}),h.drawLabels(t,a,{vals:c,layer:k,transFn:u,labelFns:P})}var R=[v].concat(p.gauge.steps),F=T.selectAll(\"g.bg-arc\").data(R);F.enter().append(\"g\").classed(\"bg-arc\",!0).append(\"path\"),F.select(\"path\").call(L).call(_),F.exit().remove();var B=C(p.gauge.bar.thickness),N=T.selectAll(\"g.value-arc\").data([p.gauge.bar]);N.enter().append(\"g\").classed(\"value-arc\",!0).append(\"path\");var j=N.select(\"path\");b(M)?(j.transition().duration(M.duration).ease(M.easing).each(\"end\",(function(){A&&A()})).each(\"interrupt\",(function(){A&&A()})).attrTween(\"d\",(U=B,V=E(r[0].lastY),q=E(r[0].y),function(){var t=n.interpolate(V,q);return function(e){return U.endAngle(t(e))()}})),p._lastValue=r[0].y):j.attr(\"d\",\"number\"==typeof r[0].y?B.endAngle(E(r[0].y)):\"M0,0Z\");var U,V,q;j.call(_),N.exit().remove(),R=[];var H=p.gauge.threshold.value;H&&R.push({range:[H,H],color:p.gauge.threshold.color,line:{color:p.gauge.threshold.line.color,width:p.gauge.threshold.line.width},thickness:p.gauge.threshold.thickness});var G=T.selectAll(\"g.threshold-arc\").data(R);G.enter().append(\"g\").classed(\"threshold-arc\",!0).append(\"path\"),G.select(\"path\").call(L).call(_),G.exit().remove();var Y=T.selectAll(\"g.gauge-outline\").data([y]);Y.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"path\"),Y.select(\"path\").call(L).call(_),Y.exit().remove()}(t,0,e,{radius:N,innerRadius:j,gauge:H,layer:G,size:R,gaugeBg:E,gaugeOutline:C,transitionOpts:r,onComplete:d});var Y=I.selectAll(\"g.bullet\").data(O?e:[]);Y.exit().remove();var W=I.selectAll(\"g.bulletaxis\").data(O?e:[]);W.exit().remove(),O&&function(t,e,r,n){var i,a,s,l,c,f=r[0].trace,p=n.gauge,d=n.layer,g=n.gaugeBg,v=n.gaugeOutline,y=n.size,x=f.domain,T=n.transitionOpts,k=n.onComplete;p.enter().append(\"g\").classed(\"bullet\",!0),p.attr(\"transform\",o(y.l,y.t)),d.enter().append(\"g\").classed(\"bulletaxis\",!0).classed(\"crisp\",!0),d.selectAll(\"g.xbulletaxistick,path,text\").remove();var M=y.h,A=f.gauge.bar.thickness*M,S=x.x[0],E=x.x[0]+(x.x[1]-x.x[0])*(f._hasNumber||f._hasDelta?1-u.bulletNumberDomainSize:1);(i=w(t,f.gauge.axis))._id=\"xbulletaxis\",i.domain=[S,E],i.setScale(),a=h.calcTicks(i),s=h.makeTransTickFn(i),l=h.getTickSigns(i)[2],c=y.t+y.h,i.visible&&(h.drawTicks(t,i,{vals:\"inside\"===i.ticks?h.clipEnds(i,a):a,layer:d,path:h.makeTickPath(i,c,l),transFn:s}),h.drawLabels(t,i,{vals:a,layer:d,transFn:s,labelFns:h.makeLabelFns(i,c)}));function C(t){t.attr(\"width\",(function(t){return Math.max(0,i.c2p(t.range[1])-i.c2p(t.range[0]))})).attr(\"x\",(function(t){return i.c2p(t.range[0])})).attr(\"y\",(function(t){return.5*(1-t.thickness)*M})).attr(\"height\",(function(t){return t.thickness*M}))}var L=[g].concat(f.gauge.steps),I=p.selectAll(\"g.bg-bullet\").data(L);I.enter().append(\"g\").classed(\"bg-bullet\",!0).append(\"rect\"),I.select(\"rect\").call(C).call(_),I.exit().remove();var P=p.selectAll(\"g.value-bullet\").data([f.gauge.bar]);P.enter().append(\"g\").classed(\"value-bullet\",!0).append(\"rect\"),P.select(\"rect\").attr(\"height\",A).attr(\"y\",(M-A)/2).call(_),b(T)?P.select(\"rect\").transition().duration(T.duration).ease(T.easing).each(\"end\",(function(){k&&k()})).each(\"interrupt\",(function(){k&&k()})).attr(\"width\",Math.max(0,i.c2p(Math.min(f.gauge.axis.range[1],r[0].y)))):P.select(\"rect\").attr(\"width\",\"number\"==typeof r[0].y?Math.max(0,i.c2p(Math.min(f.gauge.axis.range[1],r[0].y))):0);P.exit().remove();var z=r.filter((function(){return f.gauge.threshold.value})),O=p.selectAll(\"g.threshold-bullet\").data(z);O.enter().append(\"g\").classed(\"threshold-bullet\",!0).append(\"line\"),O.select(\"line\").attr(\"x1\",i.c2p(f.gauge.threshold.value)).attr(\"x2\",i.c2p(f.gauge.threshold.value)).attr(\"y1\",(1-f.gauge.threshold.thickness)/2*M).attr(\"y2\",(1-(1-f.gauge.threshold.thickness)/2)*M).call(m.stroke,f.gauge.threshold.line.color).style(\"stroke-width\",f.gauge.threshold.line.width),O.exit().remove();var D=p.selectAll(\"g.gauge-outline\").data([v]);D.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"rect\"),D.select(\"rect\").call(C).call(_),D.exit().remove()}(t,0,e,{gauge:Y,layer:W,size:R,gaugeBg:E,gaugeOutline:C,transitionOpts:r,onComplete:d});var X=I.selectAll(\"text.title\").data(e);X.exit().remove(),X.enter().append(\"text\").classed(\"title\",!0),X.attr(\"text-anchor\",(function(){return O?v.right:v[L.title.align]})).text(L.title.text).call(c.font,L.title.font).call(f.convertToTspans,t),X.attr(\"transform\",(function(){var t,e=R.l+R.w*y[L.title.align],r=u.titlePadding,n=c.bBox(X.node());if(P){if(z)if(L.gauge.axis.visible)t=c.bBox(G.node()).top-r-n.bottom;else t=R.t+R.h/2-N/2-n.bottom-r;O&&(t=A-(n.top+n.bottom)/2,e=R.l-u.bulletPadding*R.w)}else t=L._numbersTop-r-n.bottom;return o(e,t)}))}))}},{\"../../components/color\":643,\"../../components/drawing\":665,\"../../constants/alignment\":745,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../../plots/cartesian/axes\":828,\"../../plots/cartesian/axis_defaults\":830,\"../../plots/cartesian/layout_attributes\":842,\"../../plots/cartesian/position_defaults\":845,\"./constants\":1119,d3:169}],1123:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../mesh3d/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll;var c=e.exports=l(s({x:{valType:\"data_array\"},y:{valType:\"data_array\"},z:{valType:\"data_array\"},value:{valType:\"data_array\"},isomin:{valType:\"number\"},isomax:{valType:\"number\"},surface:{show:{valType:\"boolean\",dflt:!0},count:{valType:\"integer\",dflt:2,min:1},fill:{valType:\"number\",min:0,max:1,dflt:1},pattern:{valType:\"flaglist\",flags:[\"A\",\"B\",\"C\",\"D\",\"E\"],extras:[\"all\",\"odd\",\"even\"],dflt:\"all\"}},spaceframe:{show:{valType:\"boolean\",dflt:!1},fill:{valType:\"number\",min:0,max:1,dflt:.15}},slices:{x:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}},y:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}},z:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}}},caps:{x:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}},y:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}},z:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}}},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:i(),showlegend:s({},o.showlegend,{dflt:!1})},n(\"\",{colorAttr:\"`value`\",showScaleDflt:!0,editTypeOverride:\"calc\"}),{opacity:a.opacity,lightposition:a.lightposition,lighting:a.lighting,flatshading:a.flatshading,contour:a.contour,hoverinfo:s({},o.hoverinfo)}),\"calc\",\"nested\");c.flatshading.dflt=!0,c.lighting.facenormalsepsilon.dflt=0,c.x.editType=c.y.editType=c.z.editType=c.value.editType=\"calc+clearAxisTypes\",c.transforms=void 0},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../mesh3d/attributes\":1128}],1124:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\"),i=t(\"../streamtube/calc\").processGrid,a=t(\"../streamtube/calc\").filter;e.exports=function(t,e){e._len=Math.min(e.x.length,e.y.length,e.z.length,e.value.length),e._x=a(e.x,e._len),e._y=a(e.y,e._len),e._z=a(e.z,e._len),e._value=a(e.value,e._len);var r=i(e);e._gridFill=r.fill,e._Xs=r.Xs,e._Ys=r.Ys,e._Zs=r.Zs,e._len=r.len;for(var o=1/0,s=-1/0,l=0;l<e._len;l++){var c=e._value[l];o=Math.min(o,c),s=Math.max(s,c)}e._minValues=o,e._maxValues=s,e._vMin=void 0===e.isomin||null===e.isomin?o:e.isomin,e._vMax=void 0===e.isomax||null===e.isomin?s:e.isomax,n(t,e,{vals:[e._vMin,e._vMax],containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":651,\"../streamtube/calc\":1295}],1125:[function(t,e,r){\"use strict\";var n=t(\"gl-mesh3d\"),i=t(\"../../lib/gl_format_color\").parseColorScale,a=t(\"../../lib/str2rgbarray\"),o=t(\"../../components/colorscale\").extractOpts,s=t(\"../../plots/gl3d/zip3\"),l=function(t,e){for(var r=e.length-1;r>0;r--){var n=Math.min(e[r],e[r-1]),i=Math.max(e[r],e[r-1]);if(i>n&&n<t&&t<=i)return{id:r,distRatio:(i-t)/(i-n)}}return{id:0,distRatio:0}};function c(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=\"\",this.data=null,this.showContour=!1}var u=c.prototype;u.handlePick=function(t){if(t.object===this.mesh){var e=t.data.index,r=this.data._meshX[e],n=this.data._meshY[e],i=this.data._meshZ[e],a=this.data._Ys.length,o=this.data._Zs.length,s=l(r,this.data._Xs).id,c=l(n,this.data._Ys).id,u=l(i,this.data._Zs).id,f=t.index=u+o*c+o*a*s;t.traceCoordinate=[this.data._meshX[f],this.data._meshY[f],this.data._meshZ[f],this.data._value[f]];var h=this.data.hovertext||this.data.text;return Array.isArray(h)&&void 0!==h[f]?t.textLabel=h[f]:h&&(t.textLabel=h),!0}},u.update=function(t){var e=this.scene,r=e.fullSceneLayout;function n(t,e,r,n){return e.map((function(e){return t.d2l(e,0,n)*r}))}this.data=h(t);var l={positions:s(n(r.xaxis,t._meshX,e.dataScale[0],t.xcalendar),n(r.yaxis,t._meshY,e.dataScale[1],t.ycalendar),n(r.zaxis,t._meshZ,e.dataScale[2],t.zcalendar)),cells:s(t._meshI,t._meshJ,t._meshK),lightPosition:[t.lightposition.x,t.lightposition.y,t.lightposition.z],ambient:t.lighting.ambient,diffuse:t.lighting.diffuse,specular:t.lighting.specular,roughness:t.lighting.roughness,fresnel:t.lighting.fresnel,vertexNormalsEpsilon:t.lighting.vertexnormalsepsilon,faceNormalsEpsilon:t.lighting.facenormalsepsilon,opacity:t.opacity,contourEnable:t.contour.show,contourColor:a(t.contour.color).slice(0,3),contourWidth:t.contour.width,useFacetNormals:t.flatshading},c=o(t);l.vertexIntensity=t._meshIntensity,l.vertexIntensityBounds=[c.min,c.max],l.colormap=i(t),this.mesh.update(l)},u.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()};var f=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"];function h(t){t._meshI=[],t._meshJ=[],t._meshK=[];var e,r,n,i,a,o,s,c=t.surface.show,u=t.spaceframe.show,h=t.surface.fill,p=t.spaceframe.fill,d=!1,g=!1,m=0,v=t._Xs,y=t._Ys,x=t._Zs,b=v.length,_=y.length,w=x.length,T=f.indexOf(t._gridFill.replace(/-/g,\"\").replace(/\\+/g,\"\")),k=function(t,e,r){switch(T){case 5:return r+w*e+w*_*t;case 4:return r+w*t+w*b*e;case 3:return e+_*r+_*w*t;case 2:return e+_*t+_*b*r;case 1:return t+b*r+b*w*e;default:return t+b*e+b*_*r}},M=t._minValues,A=t._maxValues,S=t._vMin,E=t._vMax;function C(t,e,s){for(var l=o.length,c=r;c<l;c++)if(t===n[c]&&e===i[c]&&s===a[c])return c;return-1}function L(){r=e}function I(){n=[],i=[],a=[],o=[],e=0,L()}function P(t,r,s,l){return n.push(t),i.push(r),a.push(s),o.push(l),++e-1}function z(t,e,r){for(var n=[],i=0;i<t.length;i++)n[i]=t[i]*(1-r)+r*e[i];return n}function O(t){s=t}function D(t,e){return\"all\"===t||null===t||t.indexOf(e)>-1}function R(t,e){return null===t?e:t}function F(e,r,n){L();var i,a,o,l=[r],c=[n];if(s>=1)l=[r],c=[n];else if(s>0){var u=function(t,e){var r=t[0],n=t[1],i=t[2],a=function(t,e,r){for(var n=[],i=0;i<t.length;i++)n[i]=(t[i]+e[i]+r[i])/3;return n}(r,n,i),o=Math.sqrt(1-s),l=z(a,r,o),c=z(a,n,o),u=z(a,i,o),f=e[0],h=e[1],p=e[2];return{xyzv:[[r,n,c],[c,l,r],[n,i,u],[u,c,n],[i,r,l],[l,u,i]],abc:[[f,h,-1],[-1,-1,f],[h,p,-1],[-1,-1,h],[p,f,-1],[-1,-1,p]]}}(r,n);l=u.xyzv,c=u.abc}for(var f=0;f<l.length;f++){r=l[f],n=c[f];for(var h=[],p=0;p<3;p++){var d=r[p][0],g=r[p][1],v=r[p][2],y=r[p][3],x=n[p]>-1?n[p]:C(d,g,v);h[p]=x>-1?x:P(d,g,v,R(e,y))}i=h[0],a=h[1],o=h[2],t._meshI.push(i),t._meshJ.push(a),t._meshK.push(o),++m}}function B(t,e,r,n){var i=t[3];i<r&&(i=r),i>n&&(i=n);for(var a=(t[3]-i)/(t[3]-e[3]+1e-9),o=[],s=0;s<4;s++)o[s]=(1-a)*t[s]+a*e[s];return o}function N(t,e,r){return t>=e&&t<=r}function j(t){var e=.001*(E-S);return t>=S-e&&t<=E+e}function U(e){for(var r=[],n=0;n<4;n++){var i=e[n];r.push([t._x[i],t._y[i],t._z[i],t._value[i]])}return r}function V(t,e,r,n,i,a){a||(a=1),r=[-1,-1,-1];var o=!1,s=[N(e[0][3],n,i),N(e[1][3],n,i),N(e[2][3],n,i)];if(!s[0]&&!s[1]&&!s[2])return!1;var l=function(t,e,r){return j(e[0][3])&&j(e[1][3])&&j(e[2][3])?(F(t,e,r),!0):a<3&&V(t,e,r,S,E,++a)};if(s[0]&&s[1]&&s[2])return l(t,e,r)||o;var c=!1;return[[0,1,2],[2,0,1],[1,2,0]].forEach((function(a){if(s[a[0]]&&s[a[1]]&&!s[a[2]]){var u=e[a[0]],f=e[a[1]],h=e[a[2]],p=B(h,u,n,i),d=B(h,f,n,i);o=l(t,[d,p,u],[-1,-1,r[a[0]]])||o,o=l(t,[u,f,d],[r[a[0]],r[a[1]],-1])||o,c=!0}})),c||[[0,1,2],[1,2,0],[2,0,1]].forEach((function(a){if(s[a[0]]&&!s[a[1]]&&!s[a[2]]){var u=e[a[0]],f=e[a[1]],h=e[a[2]],p=B(f,u,n,i),d=B(h,u,n,i);o=l(t,[d,p,u],[-1,-1,r[a[0]]])||o,c=!0}})),o}function q(t,e,r,n){var i=!1,a=U(e),o=[N(a[0][3],r,n),N(a[1][3],r,n),N(a[2][3],r,n),N(a[3][3],r,n)];if(!(o[0]||o[1]||o[2]||o[3]))return i;if(o[0]&&o[1]&&o[2]&&o[3])return g&&(i=function(t,e,r){var n=function(n,i,a){F(t,[e[n],e[i],e[a]],[r[n],r[i],r[a]])};n(0,1,2),n(3,0,1),n(2,3,0),n(1,2,3)}(t,a,e)||i),i;var s=!1;return[[0,1,2,3],[3,0,1,2],[2,3,0,1],[1,2,3,0]].forEach((function(l){if(o[l[0]]&&o[l[1]]&&o[l[2]]&&!o[l[3]]){var c=a[l[0]],u=a[l[1]],f=a[l[2]],h=a[l[3]];if(g)i=F(t,[c,u,f],[e[l[0]],e[l[1]],e[l[2]]])||i;else{var p=B(h,c,r,n),d=B(h,u,r,n),m=B(h,f,r,n);i=F(null,[p,d,m],[-1,-1,-1])||i}s=!0}})),s?i:([[0,1,2,3],[1,2,3,0],[2,3,0,1],[3,0,1,2],[0,2,3,1],[1,3,2,0]].forEach((function(l){if(o[l[0]]&&o[l[1]]&&!o[l[2]]&&!o[l[3]]){var c=a[l[0]],u=a[l[1]],f=a[l[2]],h=a[l[3]],p=B(f,c,r,n),d=B(f,u,r,n),m=B(h,u,r,n),v=B(h,c,r,n);g?(i=F(t,[c,v,p],[e[l[0]],-1,-1])||i,i=F(t,[u,d,m],[e[l[1]],-1,-1])||i):i=function(t,e,r){var n=function(n,i,a){F(t,[e[n],e[i],e[a]],[r[n],r[i],r[a]])};n(0,1,2),n(2,3,0)}(null,[p,d,m,v],[-1,-1,-1,-1])||i,s=!0}})),s||[[0,1,2,3],[1,2,3,0],[2,3,0,1],[3,0,1,2]].forEach((function(l){if(o[l[0]]&&!o[l[1]]&&!o[l[2]]&&!o[l[3]]){var c=a[l[0]],u=a[l[1]],f=a[l[2]],h=a[l[3]],p=B(u,c,r,n),d=B(f,c,r,n),m=B(h,c,r,n);g?(i=F(t,[c,p,d],[e[l[0]],-1,-1])||i,i=F(t,[c,d,m],[e[l[0]],-1,-1])||i,i=F(t,[c,m,p],[e[l[0]],-1,-1])||i):i=F(null,[p,d,m],[-1,-1,-1])||i,s=!0}})),i)}function H(t,e,r,n,i,a,o,s,l,c,u){var f=!1;return d&&(D(t,\"A\")&&(f=q(null,[e,r,n,a],c,u)||f),D(t,\"B\")&&(f=q(null,[r,n,i,l],c,u)||f),D(t,\"C\")&&(f=q(null,[r,a,o,l],c,u)||f),D(t,\"D\")&&(f=q(null,[n,a,s,l],c,u)||f),D(t,\"E\")&&(f=q(null,[r,n,a,l],c,u)||f)),g&&(f=q(t,[r,n,a,l],c,u)||f),f}function G(t,e,r,n,i,a,o,s){return[!0===s[0]||V(t,U([e,r,n]),[e,r,n],a,o),!0===s[1]||V(t,U([n,i,e]),[n,i,e],a,o)]}function Y(t,e,r,n,i,a,o,s,l){return s?G(t,e,r,i,n,a,o,l):G(t,r,i,n,e,a,o,l)}function W(t,e,r,n,i,a,o){var s,l,c,u,f=!1,h=function(){f=V(t,[s,l,c],[-1,-1,-1],i,a)||f,f=V(t,[c,u,s],[-1,-1,-1],i,a)||f},p=o[0],d=o[1],g=o[2];return p&&(s=z(U([k(e,r-0,n-0)])[0],U([k(e-1,r-0,n-0)])[0],p),l=z(U([k(e,r-0,n-1)])[0],U([k(e-1,r-0,n-1)])[0],p),c=z(U([k(e,r-1,n-1)])[0],U([k(e-1,r-1,n-1)])[0],p),u=z(U([k(e,r-1,n-0)])[0],U([k(e-1,r-1,n-0)])[0],p),h()),d&&(s=z(U([k(e-0,r,n-0)])[0],U([k(e-0,r-1,n-0)])[0],d),l=z(U([k(e-0,r,n-1)])[0],U([k(e-0,r-1,n-1)])[0],d),c=z(U([k(e-1,r,n-1)])[0],U([k(e-1,r-1,n-1)])[0],d),u=z(U([k(e-1,r,n-0)])[0],U([k(e-1,r-1,n-0)])[0],d),h()),g&&(s=z(U([k(e-0,r-0,n)])[0],U([k(e-0,r-0,n-1)])[0],g),l=z(U([k(e-0,r-1,n)])[0],U([k(e-0,r-1,n-1)])[0],g),c=z(U([k(e-1,r-1,n)])[0],U([k(e-1,r-1,n-1)])[0],g),u=z(U([k(e-1,r-0,n)])[0],U([k(e-1,r-0,n-1)])[0],g),h()),f}function X(t,e,r,n,i,a,o,s,l,c,u,f){var h=t;return f?(d&&\"even\"===t&&(h=null),H(h,e,r,n,i,a,o,s,l,c,u)):(d&&\"odd\"===t&&(h=null),H(h,l,s,o,a,i,n,r,e,c,u))}function Z(t,e,r,n,i){for(var a=[],o=0,s=0;s<e.length;s++)for(var l=e[s],c=1;c<w;c++)for(var u=1;u<_;u++)a.push(Y(t,k(l,u-1,c-1),k(l,u-1,c),k(l,u,c-1),k(l,u,c),r,n,(l+u+c)%2,i&&i[o]?i[o]:[])),o++;return a}function J(t,e,r,n,i){for(var a=[],o=0,s=0;s<e.length;s++)for(var l=e[s],c=1;c<b;c++)for(var u=1;u<w;u++)a.push(Y(t,k(c-1,l,u-1),k(c,l,u-1),k(c-1,l,u),k(c,l,u),r,n,(c+l+u)%2,i&&i[o]?i[o]:[])),o++;return a}function K(t,e,r,n,i){for(var a=[],o=0,s=0;s<e.length;s++)for(var l=e[s],c=1;c<_;c++)for(var u=1;u<b;u++)a.push(Y(t,k(u-1,c-1,l),k(u-1,c,l),k(u,c-1,l),k(u,c,l),r,n,(u+c+l)%2,i&&i[o]?i[o]:[])),o++;return a}function Q(t,e,r){for(var n=1;n<w;n++)for(var i=1;i<_;i++)for(var a=1;a<b;a++)X(t,k(a-1,i-1,n-1),k(a-1,i-1,n),k(a-1,i,n-1),k(a-1,i,n),k(a,i-1,n-1),k(a,i-1,n),k(a,i,n-1),k(a,i,n),e,r,(a+i+n)%2)}function $(t,e,r){d=!0,Q(t,e,r),d=!1}function tt(t,e,r,n,i,a){for(var o=[],s=0,l=0;l<e.length;l++)for(var c=e[l],u=1;u<w;u++)for(var f=1;f<_;f++)o.push(W(t,c,f,u,r,n,i[l],a&&a[s]&&a[s])),s++;return o}function et(t,e,r,n,i,a){for(var o=[],s=0,l=0;l<e.length;l++)for(var c=e[l],u=1;u<b;u++)for(var f=1;f<w;f++)o.push(W(t,u,c,f,r,n,i[l],a&&a[s]&&a[s])),s++;return o}function rt(t,e,r,n,i,a){for(var o=[],s=0,l=0;l<e.length;l++)for(var c=e[l],u=1;u<_;u++)for(var f=1;f<b;f++)o.push(W(t,f,u,c,r,n,i[l],a&&a[s]&&a[s])),s++;return o}function nt(t,e){for(var r=[],n=t;n<e;n++)r.push(n);return r}return function(){if(I(),function(){for(var e=0;e<b;e++)for(var r=0;r<_;r++)for(var n=0;n<w;n++){var i=k(e,r,n);P(t._x[i],t._y[i],t._z[i],t._value[i])}}(),u&&p&&(O(p),g=!0,Q(null,S,E),g=!1),c&&h){O(h);for(var e=t.surface.pattern,r=t.surface.count,s=0;s<r;s++){var f=1===r?.5:s/(r-1),d=(1-f)*S+f*E,T=Math.abs(d-M)>Math.abs(d-A)?[M,d]:[d,A];$(e,T[0],T[1])}}var C=[[Math.min(S,A),Math.max(S,A)],[Math.min(M,E),Math.max(M,E)]];[\"x\",\"y\",\"z\"].forEach((function(e){for(var r=[],n=0;n<C.length;n++){var i=0,a=C[n][0],o=C[n][1],s=t.slices[e];if(s.show&&s.fill){O(s.fill);var c=[],u=[],f=[];if(s.locations.length)for(var h=0;h<s.locations.length;h++){var p=l(s.locations[h],\"x\"===e?v:\"y\"===e?y:x);0===p.distRatio?c.push(p.id):p.id>0&&(u.push(p.id),\"x\"===e?f.push([p.distRatio,0,0]):\"y\"===e?f.push([0,p.distRatio,0]):f.push([0,0,p.distRatio]))}else c=nt(1,\"x\"===e?b-1:\"y\"===e?_-1:w-1);u.length>0&&(r[i]=\"x\"===e?tt(null,u,a,o,f,r[i]):\"y\"===e?et(null,u,a,o,f,r[i]):rt(null,u,a,o,f,r[i]),i++),c.length>0&&(r[i]=\"x\"===e?Z(null,c,a,o,r[i]):\"y\"===e?J(null,c,a,o,r[i]):K(null,c,a,o,r[i]),i++)}var d=t.caps[e];d.show&&d.fill&&(O(d.fill),r[i]=\"x\"===e?Z(null,[0,b-1],a,o,r[i]):\"y\"===e?J(null,[0,_-1],a,o,r[i]):K(null,[0,w-1],a,o,r[i]),i++)}})),0===m&&I(),t._meshX=n,t._meshY=i,t._meshZ=a,t._meshIntensity=o,t._Xs=v,t._Ys=y,t._Zs=x}(),t}e.exports={findNearestOnAxis:l,generateIsoMeshes:h,createIsosurfaceTrace:function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new c(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}}},{\"../../components/colorscale\":655,\"../../lib/gl_format_color\":774,\"../../lib/str2rgbarray\":802,\"../../plots/gl3d/zip3\":881,\"gl-mesh3d\":309}],1126:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../registry\"),a=t(\"./attributes\"),o=t(\"../../components/colorscale/defaults\");function s(t,e,r,n,a){var s=a(\"isomin\"),l=a(\"isomax\");null!=l&&null!=s&&s>l&&(e.isomin=null,e.isomax=null);var c=a(\"x\"),u=a(\"y\"),f=a(\"z\"),h=a(\"value\");c&&c.length&&u&&u.length&&f&&f.length&&h&&h.length?(i.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\",\"y\",\"z\"],n),[\"x\",\"y\",\"z\"].forEach((function(t){var e=\"caps.\"+t;a(e+\".show\")&&a(e+\".fill\");var r=\"slices.\"+t;a(r+\".show\")&&(a(r+\".fill\"),a(r+\".locations\"))})),a(\"spaceframe.show\")&&a(\"spaceframe.fill\"),a(\"surface.show\")&&(a(\"surface.count\"),a(\"surface.fill\"),a(\"surface.pattern\")),a(\"contour.show\")&&(a(\"contour.color\"),a(\"contour.width\")),[\"text\",\"hovertext\",\"hovertemplate\",\"lighting.ambient\",\"lighting.diffuse\",\"lighting.specular\",\"lighting.roughness\",\"lighting.fresnel\",\"lighting.vertexnormalsepsilon\",\"lighting.facenormalsepsilon\",\"lightposition.x\",\"lightposition.y\",\"lightposition.z\",\"flatshading\",\"opacity\"].forEach((function(t){a(t)})),o(t,e,n,a,{prefix:\"\",cLetter:\"c\"}),e._length=null):e.visible=!1}e.exports={supplyDefaults:function(t,e,r,i){s(t,e,r,i,(function(r,i){return n.coerce(t,e,a,r,i)}))},supplyIsoDefaults:s}},{\"../../components/colorscale/defaults\":653,\"../../lib\":778,\"../../registry\":911,\"./attributes\":1123}],1127:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,calc:t(\"./calc\"),colorbar:{min:\"cmin\",max:\"cmax\"},plot:t(\"./convert\").createIsosurfaceTrace,moduleType:\"trace\",name:\"isosurface\",basePlotModule:t(\"../../plots/gl3d\"),categories:[\"gl3d\",\"showLegend\"],meta:{}}},{\"../../plots/gl3d\":870,\"./attributes\":1123,\"./calc\":1124,\"./convert\":1125,\"./defaults\":1126}],1128:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../surface/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat;e.exports=s({x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},i:{valType:\"data_array\",editType:\"calc\"},j:{valType:\"data_array\",editType:\"calc\"},k:{valType:\"data_array\",editType:\"calc\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertemplate:i({editType:\"calc\"}),delaunayaxis:{valType:\"enumerated\",values:[\"x\",\"y\",\"z\"],dflt:\"z\",editType:\"calc\"},alphahull:{valType:\"number\",dflt:-1,editType:\"calc\"},intensity:{valType:\"data_array\",editType:\"calc\"},intensitymode:{valType:\"enumerated\",values:[\"vertex\",\"cell\"],dflt:\"vertex\",editType:\"calc\"},color:{valType:\"color\",editType:\"calc\"},vertexcolor:{valType:\"data_array\",editType:\"calc\"},facecolor:{valType:\"data_array\",editType:\"calc\"},transforms:void 0},n(\"\",{colorAttr:\"`intensity`\",showScaleDflt:!0,editTypeOverride:\"calc\"}),{opacity:a.opacity,flatshading:{valType:\"boolean\",dflt:!1,editType:\"calc\"},contour:{show:s({},a.contours.x.show,{}),color:a.contours.x.color,width:a.contours.x.width,editType:\"calc\"},lightposition:{x:s({},a.lightposition.x,{dflt:1e5}),y:s({},a.lightposition.y,{dflt:1e5}),z:s({},a.lightposition.z,{dflt:0}),editType:\"calc\"},lighting:s({vertexnormalsepsilon:{valType:\"number\",min:0,max:1,dflt:1e-12,editType:\"calc\"},facenormalsepsilon:{valType:\"number\",min:0,max:1,dflt:1e-6,editType:\"calc\"},editType:\"calc\"},a.lighting),hoverinfo:s({},o.hoverinfo,{editType:\"calc\"}),showlegend:s({},o.showlegend,{dflt:!1})})},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../surface/attributes\":1311}],1129:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.intensity&&n(t,e,{vals:e.intensity,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":651}],1130:[function(t,e,r){\"use strict\";var n=t(\"gl-mesh3d\"),i=t(\"delaunay-triangulate\"),a=t(\"alpha-shape\"),o=t(\"convex-hull\"),s=t(\"../../lib/gl_format_color\").parseColorScale,l=t(\"../../lib/str2rgbarray\"),c=t(\"../../components/colorscale\").extractOpts,u=t(\"../../plots/gl3d/zip3\");function f(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=\"\",this.color=\"#fff\",this.data=null,this.showContour=!1}var h=f.prototype;function p(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=l(t[n]);return e}function d(t,e,r,n){for(var i=[],a=e.length,o=0;o<a;o++)i[o]=t.d2l(e[o],0,n)*r;return i}function g(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=Math.round(t[n]);return e}function m(t,e){for(var r=t.length,n=0;n<r;n++)if(t[n]<=-.5||t[n]>=e-.5)return!1;return!0}h.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index;t.data._cellCenter?t.traceCoordinate=t.data.dataCoordinate:t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]];var r=this.data.hovertext||this.data.text;return Array.isArray(r)&&void 0!==r[e]?t.textLabel=r[e]:r&&(t.textLabel=r),!0}},h.update=function(t){var e=this.scene,r=e.fullSceneLayout;this.data=t;var n,f=t.x.length,h=u(d(r.xaxis,t.x,e.dataScale[0],t.xcalendar),d(r.yaxis,t.y,e.dataScale[1],t.ycalendar),d(r.zaxis,t.z,e.dataScale[2],t.zcalendar));if(t.i&&t.j&&t.k){if(t.i.length!==t.j.length||t.j.length!==t.k.length||!m(t.i,f)||!m(t.j,f)||!m(t.k,f))return;n=u(g(t.i),g(t.j),g(t.k))}else n=0===t.alphahull?o(h):t.alphahull>0?a(t.alphahull,h):function(t,e){for(var r=[\"x\",\"y\",\"z\"].indexOf(t),n=[],a=e.length,o=0;o<a;o++)n[o]=[e[o][(r+1)%3],e[o][(r+2)%3]];return i(n)}(t.delaunayaxis,h);var v={positions:h,cells:n,lightPosition:[t.lightposition.x,t.lightposition.y,t.lightposition.z],ambient:t.lighting.ambient,diffuse:t.lighting.diffuse,specular:t.lighting.specular,roughness:t.lighting.roughness,fresnel:t.lighting.fresnel,vertexNormalsEpsilon:t.lighting.vertexnormalsepsilon,faceNormalsEpsilon:t.lighting.facenormalsepsilon,opacity:t.opacity,contourEnable:t.contour.show,contourColor:l(t.contour.color).slice(0,3),contourWidth:t.contour.width,useFacetNormals:t.flatshading};if(t.intensity){var y=c(t);this.color=\"#fff\";var x=t.intensitymode;v[x+\"Intensity\"]=t.intensity,v[x+\"IntensityBounds\"]=[y.min,y.max],v.colormap=s(t)}else t.vertexcolor?(this.color=t.vertexcolor[0],v.vertexColors=p(t.vertexcolor)):t.facecolor?(this.color=t.facecolor[0],v.cellColors=p(t.facecolor)):(this.color=t.color,v.meshColor=l(t.color));this.mesh.update(v)},h.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new f(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{\"../../components/colorscale\":655,\"../../lib/gl_format_color\":774,\"../../lib/str2rgbarray\":802,\"../../plots/gl3d/zip3\":881,\"alpha-shape\":69,\"convex-hull\":135,\"delaunay-triangulate\":171,\"gl-mesh3d\":309}],1131:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../../components/colorscale/defaults\"),o=t(\"./attributes\");e.exports=function(t,e,r,s){function l(r,n){return i.coerce(t,e,o,r,n)}function c(t){var e=t.map((function(t){var e=l(t);return e&&i.isArrayOrTypedArray(e)?e:null}));return e.every((function(t){return t&&t.length===e[0].length}))&&e}c([\"x\",\"y\",\"z\"])?(c([\"i\",\"j\",\"k\"]),(!e.i||e.j&&e.k)&&(!e.j||e.k&&e.i)&&(!e.k||e.i&&e.j)?(n.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\",\"y\",\"z\"],s),[\"lighting.ambient\",\"lighting.diffuse\",\"lighting.specular\",\"lighting.roughness\",\"lighting.fresnel\",\"lighting.vertexnormalsepsilon\",\"lighting.facenormalsepsilon\",\"lightposition.x\",\"lightposition.y\",\"lightposition.z\",\"flatshading\",\"alphahull\",\"delaunayaxis\",\"opacity\"].forEach((function(t){l(t)})),l(\"contour.show\")&&(l(\"contour.color\"),l(\"contour.width\")),\"intensity\"in t?(l(\"intensity\"),l(\"intensitymode\"),a(t,e,s,l,{prefix:\"\",cLetter:\"c\"})):(e.showscale=!1,\"facecolor\"in t?l(\"facecolor\"):\"vertexcolor\"in t?l(\"vertexcolor\"):l(\"color\",r)),l(\"text\"),l(\"hovertext\"),l(\"hovertemplate\"),e._length=null):e.visible=!1):e.visible=!1}},{\"../../components/colorscale/defaults\":653,\"../../lib\":778,\"../../registry\":911,\"./attributes\":1128}],1132:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),colorbar:{min:\"cmin\",max:\"cmax\"},plot:t(\"./convert\"),moduleType:\"trace\",name:\"mesh3d\",basePlotModule:t(\"../../plots/gl3d\"),categories:[\"gl3d\",\"showLegend\"],meta:{}}},{\"../../plots/gl3d\":870,\"./attributes\":1128,\"./calc\":1129,\"./convert\":1130,\"./defaults\":1131}],1133:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").extendFlat,i=t(\"../scatter/attributes\"),a=t(\"../../components/drawing/attributes\").dash,o=t(\"../../components/fx/attributes\"),s=t(\"../../constants/delta.js\"),l=s.INCREASING.COLOR,c=s.DECREASING.COLOR,u=i.line;function f(t){return{line:{color:n({},u.color,{dflt:t}),width:u.width,dash:a,editType:\"style\"},editType:\"style\"}}e.exports={xperiod:i.xperiod,xperiod0:i.xperiod0,xperiodalignment:i.xperiodalignment,x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},open:{valType:\"data_array\",editType:\"calc\"},high:{valType:\"data_array\",editType:\"calc\"},low:{valType:\"data_array\",editType:\"calc\"},close:{valType:\"data_array\",editType:\"calc\"},line:{width:n({},u.width,{}),dash:n({},a,{}),editType:\"style\"},increasing:f(l),decreasing:f(c),text:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},tickwidth:{valType:\"number\",min:0,max:.5,dflt:.3,editType:\"calc\"},hoverlabel:n({},o.hoverlabel,{split:{valType:\"boolean\",dflt:!1,editType:\"style\"}})}},{\"../../components/drawing/attributes\":664,\"../../components/fx/attributes\":674,\"../../constants/delta.js\":747,\"../../lib\":778,\"../scatter/attributes\":1187}],1134:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=n._,a=t(\"../../plots/cartesian/axes\"),o=t(\"../../plots/cartesian/align_period\"),s=t(\"../../constants/numerical\").BADNUM;function l(t,e,r,n){return{o:t,h:e,l:r,c:n}}function c(t,e,r,o,l,c){for(var u=l.makeCalcdata(e,\"open\"),f=l.makeCalcdata(e,\"high\"),h=l.makeCalcdata(e,\"low\"),p=l.makeCalcdata(e,\"close\"),d=Array.isArray(e.text),g=Array.isArray(e.hovertext),m=!0,v=null,y=!!e.xperiodalignment,x=[],b=0;b<o.length;b++){var _=o[b],w=u[b],T=f[b],k=h[b],M=p[b];if(_!==s&&w!==s&&T!==s&&k!==s&&M!==s){M===w?null!==v&&M!==v&&(m=M>v):m=M>w,v=M;var A=c(w,T,k,M);A.pos=_,A.yc=(w+M)/2,A.i=b,A.dir=m?\"increasing\":\"decreasing\",A.x=A.pos,A.y=[k,T],y&&(A.orig_p=r[b]),d&&(A.tx=e.text[b]),g&&(A.htx=e.hovertext[b]),x.push(A)}else x.push({pos:_,empty:!0})}return e._extremes[l._id]=a.findExtremes(l,n.concat(h,f),{padded:!0}),x.length&&(x[0].t={labels:{open:i(t,\"open:\")+\" \",high:i(t,\"high:\")+\" \",low:i(t,\"low:\")+\" \",close:i(t,\"close:\")+\" \"}}),x}e.exports={calc:function(t,e){var r=a.getFromId(t,e.xaxis),i=a.getFromId(t,e.yaxis),s=function(t,e,r){var i=r._minDiff;if(!i){var a,s=t._fullData,l=[];for(i=1/0,a=0;a<s.length;a++){var c=s[a];if(\"ohlc\"===c.type&&!0===c.visible&&c.xaxis===e._id){l.push(c);var u=e.makeCalcdata(c,\"x\");c._origX=u;var f=o(r,e,\"x\",u);c._xcalc=f;var h=n.distinctVals(f).minDiff;h&&isFinite(h)&&(i=Math.min(i,h))}}for(i===1/0&&(i=1),a=0;a<l.length;a++)l[a]._minDiff=i}return i*r.tickwidth}(t,r,e),u=e._minDiff;e._minDiff=null;var f=e._origX;e._origX=null;var h=e._xcalc;e._xcalc=null;var p=c(t,e,f,h,i,l);return e._extremes[r._id]=a.findExtremes(r,h,{vpad:u/2}),p.length?(n.extendFlat(p[0].t,{wHover:u/2,tickLen:s}),p):[{t:{empty:!0}}]},calcCommon:c}},{\"../../constants/numerical\":753,\"../../lib\":778,\"../../plots/cartesian/align_period\":825,\"../../plots/cartesian/axes\":828}],1135:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./ohlc_defaults\"),a=t(\"../scatter/period_defaults\"),o=t(\"./attributes\");function s(t,e,r,n){r(n+\".line.color\"),r(n+\".line.width\",e.line.width),r(n+\".line.dash\",e.line.dash)}e.exports=function(t,e,r,l){function c(r,i){return n.coerce(t,e,o,r,i)}i(t,e,c,l)?(a(t,e,l,c,{x:!0}),c(\"line.width\"),c(\"line.dash\"),s(t,e,c,\"increasing\"),s(t,e,c,\"decreasing\"),c(\"text\"),c(\"hovertext\"),c(\"tickwidth\"),l._requestRangeslider[e.xaxis]=!0):e.visible=!1}},{\"../../lib\":778,\"../scatter/period_defaults\":1207,\"./attributes\":1133,\"./ohlc_defaults\":1138}],1136:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\"),i=t(\"../../lib\"),a=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=t(\"../../lib\").fillText,l=t(\"../../constants/delta.js\"),c={increasing:l.INCREASING.SYMBOL,decreasing:l.DECREASING.SYMBOL};function u(t,e,r,n){var i,s,l=t.cd,c=t.xa,u=l[0].trace,f=l[0].t,h=u.type,p=\"ohlc\"===h?\"l\":\"min\",d=\"ohlc\"===h?\"h\":\"max\",g=f.bPos||0,m=f.bdPos||f.tickLen,v=f.wHover,y=Math.min(1,m/Math.abs(c.r2c(c.range[1])-c.r2c(c.range[0])));function x(t){var r=function(t){return t.pos+g-e}(t);return a.inbox(r-v,r+v,i)}function b(t){var e=t[p],n=t[d];return e===n||a.inbox(e-r,n-r,i)}function _(t){return(x(t)+b(t))/2}i=t.maxHoverDistance-y,s=t.maxSpikeDistance-y;var w=a.getDistanceFunction(n,x,b,_);if(a.getClosest(l,w,t),!1===t.index)return null;var T=l[t.index];if(T.empty)return null;var k=u[T.dir],M=k.line.color;return o.opacity(M)&&k.line.width?t.color=M:t.color=k.fillcolor,t.x0=c.c2p(T.pos+g-m,!0),t.x1=c.c2p(T.pos+g+m,!0),t.xLabelVal=void 0!==T.orig_p?T.orig_p:T.pos,t.spikeDistance=_(T)*s/i,t.xSpike=c.c2p(T.pos,!0),t}function f(t,e,r,a){var o=t.cd,s=t.ya,l=o[0].trace,c=o[0].t,f=[],h=u(t,e,r,a);if(!h)return[];var p=o[h.index].hi||l.hoverinfo,d=p.split(\"+\");if(!(\"all\"===p||-1!==d.indexOf(\"y\")))return[];for(var g=[\"high\",\"open\",\"close\",\"low\"],m={},v=0;v<g.length;v++){var y,x=g[v],b=l[x][h.index],_=s.c2p(b,!0);b in m?(y=m[b]).yLabel+=\"<br>\"+c.labels[x]+n.hoverLabelText(s,b):((y=i.extendFlat({},h)).y0=y.y1=_,y.yLabelVal=b,y.yLabel=c.labels[x]+n.hoverLabelText(s,b),y.name=\"\",f.push(y),m[b]=y)}return f}function h(t,e,r,i){var a=t.cd,o=t.ya,l=a[0].trace,f=a[0].t,h=u(t,e,r,i);if(!h)return[];var p=a[h.index],d=h.index=p.i,g=p.dir;function m(t){return f.labels[t]+n.hoverLabelText(o,l[t][d])}var v=p.hi||l.hoverinfo,y=v.split(\"+\"),x=\"all\"===v,b=x||-1!==y.indexOf(\"y\"),_=x||-1!==y.indexOf(\"text\"),w=b?[m(\"open\"),m(\"high\"),m(\"low\"),m(\"close\")+\"  \"+c[g]]:[];return _&&s(p,l,w),h.extraText=w.join(\"<br>\"),h.y0=h.y1=o.c2p(p.yc,!0),[h]}e.exports={hoverPoints:function(t,e,r,n){return t.cd[0].trace.hoverlabel.split?f(t,e,r,n):h(t,e,r,n)},hoverSplit:f,hoverOnPoints:h}},{\"../../components/color\":643,\"../../components/fx\":683,\"../../constants/delta.js\":747,\"../../lib\":778,\"../../plots/cartesian/axes\":828}],1137:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"ohlc\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"showLegend\"],meta:{},attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\").calc,plot:t(\"./plot\"),style:t(\"./style\"),hoverPoints:t(\"./hover\").hoverPoints,selectPoints:t(\"./select\")}},{\"../../plots/cartesian\":841,\"./attributes\":1133,\"./calc\":1134,\"./defaults\":1135,\"./hover\":1136,\"./plot\":1139,\"./select\":1140,\"./style\":1141}],1138:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\");e.exports=function(t,e,r,a){var o=r(\"x\"),s=r(\"open\"),l=r(\"high\"),c=r(\"low\"),u=r(\"close\");if(r(\"hoverlabel.split\"),n.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\"],a),s&&l&&c&&u){var f=Math.min(s.length,l.length,c.length,u.length);return o&&(f=Math.min(f,i.minRowLength(o))),e._length=f,f}}},{\"../../lib\":778,\"../../registry\":911}],1139:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\");e.exports=function(t,e,r,a){var o=e.yaxis,s=e.xaxis,l=!!s.rangebreaks;i.makeTraceGroups(a,r,\"trace ohlc\").each((function(t){var e=n.select(this),r=t[0],a=r.t;if(!0!==r.trace.visible||a.empty)e.remove();else{var c=a.tickLen,u=e.selectAll(\"path\").data(i.identity);u.enter().append(\"path\"),u.exit().remove(),u.attr(\"d\",(function(t){if(t.empty)return\"M0,0Z\";var e=s.c2p(t.pos-c,!0),r=s.c2p(t.pos+c,!0),n=l?(e+r)/2:s.c2p(t.pos,!0);return\"M\"+e+\",\"+o.c2p(t.o,!0)+\"H\"+n+\"M\"+n+\",\"+o.c2p(t.h,!0)+\"V\"+o.c2p(t.l,!0)+\"M\"+r+\",\"+o.c2p(t.c,!0)+\"H\"+n}))}}))}},{\"../../lib\":778,d3:169}],1140:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r,n=t.cd,i=t.xaxis,a=t.yaxis,o=[],s=n[0].t.bPos||0;if(!1===e)for(r=0;r<n.length;r++)n[r].selected=0;else for(r=0;r<n.length;r++){var l=n[r];e.contains([i.c2p(l.pos+s),a.c2p(l.yc)],null,l.i,t)?(o.push({pointNumber:l.i,x:i.c2d(l.pos),y:a.c2d(l.yc)}),l.selected=1):l.selected=0}return o}},{}],1141:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/drawing\"),a=t(\"../../components/color\");e.exports=function(t,e,r){var o=r||n.select(t).selectAll(\"g.ohlclayer\").selectAll(\"g.trace\");o.style(\"opacity\",(function(t){return t[0].trace.opacity})),o.each((function(t){var e=t[0].trace;n.select(this).selectAll(\"path\").each((function(t){if(!t.empty){var r=e[t.dir].line;n.select(this).style(\"fill\",\"none\").call(a.stroke,r.color).call(i.dashLine,r.dash,r.width).style(\"opacity\",e.selectedpoints&&!t.selected?.3:1)}}))}))}},{\"../../components/color\":643,\"../../components/drawing\":665,d3:169}],1142:[function(t,e,r){\"use strict\";var n=t(\"../../lib/extend\").extendFlat,i=t(\"../../plots/attributes\"),a=t(\"../../plots/font_attributes\"),o=t(\"../../components/colorscale/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/domain\").attributes,c=n({editType:\"calc\"},o(\"line\",{editTypeOverride:\"calc\"}),{shape:{valType:\"enumerated\",values:[\"linear\",\"hspline\"],dflt:\"linear\",editType:\"plot\"},hovertemplate:s({editType:\"plot\",arrayOk:!1},{keys:[\"count\",\"probability\"]})});e.exports={domain:l({name:\"parcats\",trace:!0,editType:\"calc\"}),hoverinfo:n({},i.hoverinfo,{flags:[\"count\",\"probability\"],editType:\"plot\",arrayOk:!1}),hoveron:{valType:\"enumerated\",values:[\"category\",\"color\",\"dimension\"],dflt:\"category\",editType:\"plot\"},hovertemplate:s({editType:\"plot\",arrayOk:!1},{keys:[\"count\",\"probability\",\"category\",\"categorycount\",\"colorcount\",\"bandcolorcount\"]}),arrangement:{valType:\"enumerated\",values:[\"perpendicular\",\"freeform\",\"fixed\"],dflt:\"perpendicular\",editType:\"plot\"},bundlecolors:{valType:\"boolean\",dflt:!0,editType:\"plot\"},sortpaths:{valType:\"enumerated\",values:[\"forward\",\"backward\"],dflt:\"forward\",editType:\"plot\"},labelfont:a({editType:\"calc\"}),tickfont:a({editType:\"calc\"}),dimensions:{_isLinkedToArray:\"dimension\",label:{valType:\"string\",editType:\"calc\"},categoryorder:{valType:\"enumerated\",values:[\"trace\",\"category ascending\",\"category descending\",\"array\"],dflt:\"trace\",editType:\"calc\"},categoryarray:{valType:\"data_array\",editType:\"calc\"},ticktext:{valType:\"data_array\",editType:\"calc\"},values:{valType:\"data_array\",dflt:[],editType:\"calc\"},displayindex:{valType:\"integer\",editType:\"calc\"},editType:\"calc\",visible:{valType:\"boolean\",dflt:!0,editType:\"calc\"}},line:c,counts:{valType:\"number\",min:0,dflt:1,arrayOk:!0,editType:\"calc\"},customdata:void 0,hoverlabel:void 0,ids:void 0,legendgroup:void 0,opacity:void 0,selectedpoints:void 0,showlegend:void 0}},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/domain\":855,\"../../plots/font_attributes\":856,\"../../plots/template_attributes\":906}],1143:[function(t,e,r){\"use strict\";var n=t(\"../../plots/get_data\").getModuleCalcData,i=t(\"./plot\");r.name=\"parcats\",r.plot=function(t,e,r,a){var o=n(t.calcdata,\"parcats\");if(o.length){var s=o[0];i(t,s,r,a)}},r.clean=function(t,e,r,n){var i=n._has&&n._has(\"parcats\"),a=e._has&&e._has(\"parcats\");i&&!a&&n._paperdiv.selectAll(\".parcats\").remove()}},{\"../../plots/get_data\":865,\"./plot\":1148}],1144:[function(t,e,r){\"use strict\";var n=t(\"../../lib/gup\").wrap,i=t(\"../../components/colorscale/helpers\").hasColorscale,a=t(\"../../components/colorscale/calc\"),o=t(\"../../lib/filter_unique.js\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\"),c=t(\"fast-isnumeric\");function u(t,e,r){t.valueInds.push(e),t.count+=r}function f(t,e,r){return{categoryInds:t,color:e,rawColor:r,valueInds:[],count:0}}function h(t,e,r){t.valueInds.push(e),t.count+=r}e.exports=function(t,e){var r=l.filterVisible(e.dimensions);if(0===r.length)return[];var p,d,g,m=r.map((function(t){var e;if(\"trace\"===t.categoryorder)e=null;else if(\"array\"===t.categoryorder)e=t.categoryarray;else{e=o(t.values);for(var r=!0,n=0;n<e.length;n++)if(!c(e[n])){r=!1;break}e.sort(r?l.sorterAsc:void 0),\"category descending\"===t.categoryorder&&(e=e.reverse())}return function(t,e){e=null==e?[]:e.map((function(t){return t}));var r={},n={},i=[];e.forEach((function(t,e){r[t]=0,n[t]=e}));for(var a=0;a<t.length;a++){var o,s=t[a];void 0===r[s]?(r[s]=1,o=e.push(s)-1,n[s]=o):(r[s]++,o=n[s]),i.push(o)}var l=e.map((function(t){return r[t]}));return{uniqueValues:e,uniqueCounts:l,inds:i}}(t.values,e)}));p=l.isArrayOrTypedArray(e.counts)?e.counts:[e.counts],function(t){var e;if(function(t){for(var e=new Array(t.length),r=0;r<t.length;r++){if(t[r]<0||t[r]>=t.length)return!1;if(void 0!==e[t[r]])return!1;e[t[r]]=!0}return!0}(t.map((function(t){return t.displayindex}))))for(e=0;e<t.length;e++)t[e]._displayindex=t[e].displayindex;else for(e=0;e<t.length;e++)t[e]._displayindex=e}(r),r.forEach((function(t,e){!function(t,e){t._categoryarray=e.uniqueValues,null===t.ticktext||void 0===t.ticktext?t._ticktext=[]:t._ticktext=t.ticktext.slice();for(var r=t._ticktext.length;r<e.uniqueValues.length;r++)t._ticktext.push(e.uniqueValues[r])}(t,m[e])}));var v,y=e.line;y?(i(e,\"line\")&&a(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),v=s.tryColorscale(y)):v=l.identity;var x,b,_,w,T,k=r[0].values.length,M={},A=m.map((function(t){return t.inds}));for(g=0,x=0;x<k;x++){var S=[];for(b=0;b<A.length;b++)S.push(A[b][x]);d=p[x%p.length],g+=d;var E=(_=x,w=void 0,T=void 0,l.isArrayOrTypedArray(y.color)?T=w=y.color[_%y.color.length]:w=y.color,{color:v(w),rawColor:T}),C=S+\"-\"+E.rawColor;void 0===M[C]&&(M[C]=f(S,E.color,E.rawColor)),h(M[C],x,d)}var L,I=r.map((function(t,e){return function(t,e,r,n,i){return{dimensionInd:t,containerInd:e,displayInd:r,dimensionLabel:n,count:i,categories:[],dragX:null}}(e,t._index,t._displayindex,t.label,g)}));for(x=0;x<k;x++)for(d=p[x%p.length],b=0;b<I.length;b++){var P=I[b].containerInd,z=m[b].inds[x],O=I[b].categories;if(void 0===O[z]){var D=e.dimensions[P]._categoryarray[z],R=e.dimensions[P]._ticktext[z];O[z]={dimensionInd:b,categoryInd:L=z,categoryValue:D,displayInd:L,categoryLabel:R,valueInds:[],count:0,dragY:null}}u(O[z],x,d)}return n(function(t,e,r){var n=t.map((function(t){return t.categories.length})).reduce((function(t,e){return Math.max(t,e)}));return{dimensions:t,paths:e,trace:void 0,maxCats:n,count:r}}(I,M,g))}},{\"../../components/colorscale/calc\":651,\"../../components/colorscale/helpers\":654,\"../../components/drawing\":665,\"../../lib\":778,\"../../lib/filter_unique.js\":769,\"../../lib/gup\":775,\"fast-isnumeric\":241}],1145:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/colorscale/helpers\").hasColorscale,a=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"./attributes\"),c=t(\"../parcoords/merge_length\");function u(t,e){function r(r,i){return n.coerce(t,e,l.dimensions,r,i)}var i=r(\"values\"),a=r(\"visible\");if(i&&i.length||(a=e.visible=!1),a){r(\"label\"),r(\"displayindex\",e._index);var o,s=t.categoryarray,c=Array.isArray(s)&&s.length>0;c&&(o=\"array\");var u=r(\"categoryorder\",o);\"array\"===u?(r(\"categoryarray\"),r(\"ticktext\")):(delete t.categoryarray,delete t.ticktext),c||\"array\"!==u||(e.categoryorder=\"trace\")}}e.exports=function(t,e,r,f){function h(r,i){return n.coerce(t,e,l,r,i)}var p=s(t,e,{name:\"dimensions\",handleItemDefaults:u}),d=function(t,e,r,o,s){s(\"line.shape\"),s(\"line.hovertemplate\");var l=s(\"line.color\",o.colorway[0]);if(i(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),a(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,f,h);o(e,f,h),Array.isArray(p)&&p.length||(e.visible=!1),c(e,p,\"values\",d),h(\"hoveron\"),h(\"hovertemplate\"),h(\"arrangement\"),h(\"bundlecolors\"),h(\"sortpaths\"),h(\"counts\");var g={family:f.font.family,size:Math.round(f.font.size),color:f.font.color};n.coerceFont(h,\"labelfont\",g);var m={family:f.font.family,size:Math.round(f.font.size/1.2),color:f.font.color};n.coerceFont(h,\"tickfont\",m)}},{\"../../components/colorscale/defaults\":653,\"../../components/colorscale/helpers\":654,\"../../lib\":778,\"../../plots/array_container_defaults\":823,\"../../plots/domain\":855,\"../parcoords/merge_length\":1158,\"./attributes\":1142}],1146:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcats\",basePlotModule:t(\"./base_plot\"),categories:[\"noOpacity\"],meta:{}}},{\"./attributes\":1142,\"./base_plot\":1143,\"./calc\":1144,\"./defaults\":1145,\"./plot\":1148}],1147:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../plot_api/plot_api\"),a=t(\"../../components/fx\"),o=t(\"../../lib\"),s=o.strTranslate,l=t(\"../../components/drawing\"),c=t(\"tinycolor2\"),u=t(\"../../lib/svg_text_utils\");function f(t,e,r,i){var a=t.map(R.bind(0,e,r)),c=i.selectAll(\"g.parcatslayer\").data([null]);c.enter().append(\"g\").attr(\"class\",\"parcatslayer\").style(\"pointer-events\",\"all\");var f=c.selectAll(\"g.trace.parcats\").data(a,h),v=f.enter().append(\"g\").attr(\"class\",\"trace parcats\");f.attr(\"transform\",(function(t){return s(t.x,t.y)})),v.append(\"g\").attr(\"class\",\"paths\");var y=f.select(\"g.paths\").selectAll(\"path.path\").data((function(t){return t.paths}),h);y.attr(\"fill\",(function(t){return t.model.color}));var _=y.enter().append(\"path\").attr(\"class\",\"path\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",0);b(_),y.attr(\"d\",(function(t){return t.svgD})),_.empty()||y.sort(d),y.exit().remove(),y.on(\"mouseover\",g).on(\"mouseout\",m).on(\"click\",x),v.append(\"g\").attr(\"class\",\"dimensions\");var k=f.select(\"g.dimensions\").selectAll(\"g.dimension\").data((function(t){return t.dimensions}),h);k.enter().append(\"g\").attr(\"class\",\"dimension\"),k.attr(\"transform\",(function(t){return s(t.x,0)})),k.exit().remove();var M=k.selectAll(\"g.category\").data((function(t){return t.categories}),h),A=M.enter().append(\"g\").attr(\"class\",\"category\");M.attr(\"transform\",(function(t){return s(0,t.y)})),A.append(\"rect\").attr(\"class\",\"catrect\").attr(\"pointer-events\",\"none\"),M.select(\"rect.catrect\").attr(\"fill\",\"none\").attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})),w(A);var S=M.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),h);S.each((function(){o.raiseToTop(this)})),S.attr(\"fill\",(function(t){return t.color}));var z=S.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);S.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})).attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"})),T(z),S.exit().remove(),A.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var O=e._fullLayout.paper_bgcolor;M.select(\"text.catlabel\").attr(\"text-anchor\",(function(t){return p(t)?\"start\":\"end\"})).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",O+\" -1px  1px 2px, \"+O+\" 1px  1px 2px, \"+O+\"  1px -1px 2px, \"+O+\" -1px -1px 2px\").style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",(function(t){return p(t)?t.width+5:-5})).attr(\"y\",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){l.font(n.select(this),t.parcatsViewModel.categorylabelfont),u.convertToTspans(n.select(this),e)})),A.append(\"text\").attr(\"class\",\"dimlabel\"),M.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"})).attr(\"x\",(function(t){return t.width/2})).attr(\"y\",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){l.font(n.select(this),t.parcatsViewModel.labelfont)})),M.selectAll(\"rect.bandrect\").on(\"mouseover\",E).on(\"mouseout\",C),M.exit().remove(),k.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",L).on(\"drag\",I).on(\"dragend\",P)),f.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),f.exit().remove()}function h(t){return t.key}function p(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function d(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function g(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){o.raiseToTop(this),_(n.select(this));var e=v(t),r=y(t);if(t.parcatsViewModel.graphDiv.emit(\"plotly_hover\",{points:e,event:n.event,constraints:r}),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")){var i,s,l,u=n.mouse(this)[0],f=t.parcatsViewModel.graphDiv,h=t.parcatsViewModel.trace,p=f._fullLayout,d=p._paperdiv.node().getBoundingClientRect(),g=t.parcatsViewModel.graphDiv.getBoundingClientRect();for(l=0;l<t.leftXs.length-1;l++)if(t.leftXs[l]+t.dimWidths[l]-2<=u&&u<=t.leftXs[l+1]+2){var m=t.parcatsViewModel.dimensions[l],x=t.parcatsViewModel.dimensions[l+1];i=(m.x+m.width+x.x)/2,s=(t.topYs[l]+t.topYs[l+1]+t.height)/2;break}var b=t.parcatsViewModel.x+i,w=t.parcatsViewModel.y+s,T=c.mostReadable(t.model.color,[\"black\",\"white\"]),k=t.model.count,M=k/t.parcatsViewModel.model.count,A={countLabel:k,probabilityLabel:M.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",A.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",A.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),C=n.mouse(f)[0];a.loneHover({trace:h,x:b-d.left+g.left,y:w-d.top+g.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:T,idealAlign:C<b?\"right\":\"left\",hovertemplate:(h.line||{}).hovertemplate,hovertemplateLabels:A,eventData:[{data:h._input,fullData:h,count:k,probability:M}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:f})}}}function m(t){if(!t.parcatsViewModel.dragDimension&&(b(n.select(this)),a.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(d),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=v(t),r=y(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function v(t){for(var e=[],r=z(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var i=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:i})}return e}function y(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var i=r[n],a=i.categories[t.model.categoryInds[n]];e[i.containerInd]=a.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function x(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=v(t),r=y(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function b(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function _(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return c.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function w(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function T(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function k(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function M(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each((function(t){k(t).each((function(t){Array.prototype.push.apply(l,v(t))}))}));var c={};c[a.dimensionInd]=a.categoryValue,o.emit(e,{points:l,event:r,constraints:c})}function A(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=k(i),l=[];s.each((function(t){Array.prototype.push.apply(l,v(t))}));var c={};c[a.dimensionInd]=a.categoryValue,void 0!==i.rawColor&&(c.color=i.rawColor),o.emit(e,{points:l,event:r,constraints:c})}function S(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=n.select(r.parentNode).select(\"rect.catrect\"),c=l.node().getBoundingClientRect(),u=l.datum(),f=u.parcatsViewModel,h=f.model.dimensions[u.model.dimensionInd],p=f.trace,d=c.top+c.height/2;f.dimensions.length>1&&h.displayInd===f.dimensions.length-1?(i=c.left,a=\"left\"):(i=c.left+c.width,a=\"right\");var g=u.model.count,m=u.model.categoryLabel,v=g/u.parcatsViewModel.model.count,y={countLabel:g,categoryLabel:m,probabilityLabel:v.toFixed(3)},x=[];-1!==u.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&x.push([\"Count:\",y.countLabel].join(\" \")),-1!==u.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&x.push([\"P(\"+y.categoryLabel+\"):\",y.probabilityLabel].join(\" \"));var b=x.join(\"<br>\");return{trace:p,x:o*(i-e.left),y:s*(d-e.top),text:b,color:\"lightgray\",borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:12,fontColor:\"black\",idealAlign:a,hovertemplate:p.hovertemplate,hovertemplateLabels:y,eventData:[{data:p._input,fullData:p,count:g,category:m,probability:v}]}}function E(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){if(n.mouse(this)[1]<-1)return;var e,r=t.parcatsViewModel.graphDiv,i=r._fullLayout,s=i._paperdiv.node().getBoundingClientRect(),l=t.parcatsViewModel.hoveron;if(\"color\"===l?(!function(t){var e=n.select(t).datum(),r=k(e);_(r),r.each((function(){o.raiseToTop(this)})),n.select(t.parentNode).selectAll(\"rect.bandrect\").filter((function(t){return t.color===e.color})).each((function(){o.raiseToTop(this),n.select(this).attr(\"stroke\",\"black\").attr(\"stroke-width\",1.5)}))}(this),A(this,\"plotly_hover\",n.event)):(!function(t){n.select(t.parentNode).selectAll(\"rect.bandrect\").each((function(t){var e=k(t);_(e),e.each((function(){o.raiseToTop(this)}))})),n.select(t.parentNode).select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",2.5)}(this),M(this,\"plotly_hover\",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\"))\"category\"===l?e=S(r,s,this):\"color\"===l?e=function(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=r.getBoundingClientRect(),u=n.select(r).datum(),f=u.categoryViewModel,h=f.parcatsViewModel,p=h.model.dimensions[f.model.dimensionInd],d=h.trace,g=l.y+l.height/2;h.dimensions.length>1&&p.displayInd===h.dimensions.length-1?(i=l.left,a=\"left\"):(i=l.left+l.width,a=\"right\");var m=f.model.categoryLabel,v=u.parcatsViewModel.model.count,y=0;u.categoryViewModel.bands.forEach((function(t){t.color===u.color&&(y+=t.count)}));var x=f.model.count,b=0;h.pathSelection.each((function(t){t.model.color===u.color&&(b+=t.model.count)}));var _=y/v,w=y/b,T=y/x,k={countLabel:v,categoryLabel:m,probabilityLabel:_.toFixed(3)},M=[];-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&M.push([\"Count:\",k.countLabel].join(\" \")),-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(M.push(\"P(color \\u2229 \"+m+\"): \"+k.probabilityLabel),M.push(\"P(\"+m+\" | color): \"+w.toFixed(3)),M.push(\"P(color | \"+m+\"): \"+T.toFixed(3)));var A=M.join(\"<br>\"),S=c.mostReadable(u.color,[\"black\",\"white\"]);return{trace:d,x:o*(i-e.left),y:s*(g-e.top),text:A,color:u.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:S,fontSize:10,idealAlign:a,hovertemplate:d.hovertemplate,hovertemplateLabels:k,eventData:[{data:d._input,fullData:d,category:m,count:v,probability:_,categorycount:x,colorcount:b,bandcolorcount:y}]}}(r,s,this):\"dimension\"===l&&(e=function(t,e,r){var i=[];return n.select(r.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each((function(){i.push(S(t,e,this))})),i}(r,s,this)),e&&a.loneHover(e,{container:i._hoverlayer.node(),outerContainer:i._paper.node(),gd:r})}}function C(t){var e=t.parcatsViewModel;if(!e.dragDimension&&(b(e.pathSelection),w(e.dimensionSelection.selectAll(\"g.category\")),T(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),a.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(d),-1===e.hoverinfoItems.indexOf(\"skip\"))){\"color\"===t.parcatsViewModel.hoveron?A(this,\"plotly_unhover\",n.event):M(this,\"plotly_unhover\",n.event)}}function L(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each((function(e){var r=n.mouse(this)[0],i=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=i&&i<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,o.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each((function(e){e.y<i&&i<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,a.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function I(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,i=e+1,a=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=a.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,c=a.categories,u=c[l-1],f=c[l+1];void 0!==u&&s<u.y+u.height/2&&(o.model.displayInd=u.model.displayInd,u.model.displayInd=l),void 0!==f&&s+o.height>f.y+f.height/2&&(o.model.displayInd=f.model.displayInd,f.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){a.model.dragX=n.event.x;var h=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[i];void 0!==h&&a.model.dragX<h.x+h.width&&(a.model.displayInd=h.model.displayInd,h.model.displayInd=e),void 0!==p&&a.model.dragX+a.width>p.x&&(a.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=a.model.displayInd}N(t.parcatsViewModel),B(t.parcatsViewModel),D(t.parcatsViewModel),O(t.parcatsViewModel)}}function P(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=z(t.parcatsViewModel),a=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==a[e]}));o&&a.forEach((function(r,n){var i=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+i+\"].displayindex\"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var c=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),u=c.map((function(t){return t.categoryValue})),f=c.map((function(t){return t.categoryLabel}));e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[u],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[f],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?A(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,N(t.parcatsViewModel),B(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each((function(){D(t.parcatsViewModel,!0),O(t.parcatsViewModel,!0)})).each(\"end\",(function(){(o||s)&&i.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function z(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function O(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),h),(r=t.pathSelection,e?r.transition():r).attr(\"d\",(function(t){return t.svgD}))}function D(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),h);var i=t.dimensionSelection.selectAll(\"g.category\").data((function(t){return t.categories}),h);r(t.dimensionSelection).attr(\"transform\",(function(t){return s(t.x,0)})),r(i).attr(\"transform\",(function(t){return s(0,t.y)})),i.select(\".dimlabel\").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),i.select(\".catlabel\").attr(\"text-anchor\",(function(t){return p(t)?\"start\":\"end\"})).attr(\"x\",(function(t){return p(t)?t.width+5:-5})).each((function(t){var e,r;p(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)}));var a=i.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),h),l=a.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);a.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})),T(l),a.each((function(){o.raiseToTop(this)})),a.exit().remove()}function R(t,e,r){var n,i=r[0],a=e.margin||{l:80,r:80,t:100,b:80},o=i.trace,s=o.domain,l=e.width,c=e.height,u=Math.floor(l*(s.x[1]-s.x[0])),f=Math.floor(c*(s.y[1]-s.y[0])),h=s.x[0]*l+a.l,p=e.height-s.y[1]*e.height+a.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var g={trace:o,key:o.uid,model:i,x:h,y:p,width:u,height:f,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:a,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return i.dimensions&&(N(g),B(g)),g}function F(t,e,r,i,a){var o,s,l=[],c=[];for(s=0;s<r.length-1;s++)o=n.interpolateNumber(r[s]+t[s],t[s+1]),l.push(o(a)),c.push(o(1-a));var u=\"M \"+t[0]+\",\"+e[0];for(u+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)u+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+c[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],u+=\"l\"+r[s]+\",0 \";for(u+=\"l0,\"+i+\" \",u+=\"l -\"+r[r.length-1]+\",0 \",s=r.length-2;s>=0;s--)u+=\"C\"+c[s]+\",\"+(e[s+1]+i)+\" \"+l[s]+\",\"+(e[s]+i)+\" \"+(t[s]+r[s])+\",\"+(e[s]+i),u+=\"l-\"+r[s]+\",0 \";return u+=\"Z\"}function B(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),i=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),a=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),c=[];for(var u in r.paths)r.paths.hasOwnProperty(u)&&c.push(r.paths[u]);function f(t){var e=t.categoryInds.map((function(t,e){return i[e][t]}));return o.map((function(t){return e[t]}))}c.sort((function(e,r){var n=f(e),i=f(r);return\"backward\"===t.sortpaths&&(n.reverse(),i.reverse()),n.push(e.valueInds[0]),i.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),i.unshift(r.rawColor)),n<i?-1:n>i?1:0}));for(var h=new Array(c.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),g=0;g<c.length;g++){var m,v=c[g];m=p>0?d*(v.count/p):0;for(var y,x=new Array(n.length),b=0;b<v.categoryInds.length;b++){var _=v.categoryInds[b],w=i[b][_],T=a[b];x[T]=n[T][w],n[T][w]+=m;var k=t.dimensions[T].categories[w],M=k.bands.length,A=k.bands[M-1];if(void 0===A||v.rawColor!==A.rawColor){var S=void 0===A?0:A.y+A.height;k.bands.push({key:S,color:v.color,rawColor:v.rawColor,height:m,width:k.width,count:v.count,y:S,categoryViewModel:k,parcatsViewModel:t})}else{var E=k.bands[M-1];E.height+=m,E.count+=v.count}}y=\"hspline\"===t.pathShape?F(s,x,l,m,.5):F(s,x,l,m,0),h[g]={key:v.valueInds[0],model:v,height:m,leftXs:s,topYs:x,dimWidths:l,svgD:y,parcatsViewModel:t}}t.paths=h}function N(t){var e=t.model.dimensions.map((function(t){return{displayInd:t.displayInd,dimensionInd:t.dimensionInd}}));e.sort((function(t,e){return t.displayInd-e.displayInd}));var r=[];for(var n in e){var i=e[n].dimensionInd,a=t.model.dimensions[i];r.push(j(t,a))}t.dimensions=r}function j(t,e){var r,n=t.model.dimensions.length,i=e.displayInd;r=40+(n>1?(t.width-80-16)/(n-1):0)*i;var a,o,s,l,c,u=[],f=t.model.maxCats,h=e.categories.length,p=e.count,d=t.height-8*(f-1),g=8*(f-h)/2,m=e.categories.map((function(t){return{displayInd:t.displayInd,categoryInd:t.categoryInd}}));for(m.sort((function(t,e){return t.displayInd-e.displayInd})),c=0;c<h;c++)l=m[c].categoryInd,o=e.categories[l],a=p>0?o.count/p*d:0,s={key:o.valueInds[0],model:o,width:16,height:a,y:null!==o.dragY?o.dragY:g,bands:[],parcatsViewModel:t},g=g+a+8,u.push(s);return{key:e.dimensionInd,x:null!==e.dragX?e.dragX:r,y:0,width:16,model:e,categories:u,parcatsViewModel:t,dragCategoryDisplayInd:null,dragDimensionDisplayInd:null,initialDragDimensionDisplayInds:null,initialDragCategoryDisplayInds:null,dragHasMoved:null,potentialClickBand:null}}e.exports=function(t,e,r,n){f(r,t,n,e)}},{\"../../components/drawing\":665,\"../../components/fx\":683,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../../plot_api/plot_api\":814,d3:169,tinycolor2:576}],1148:[function(t,e,r){\"use strict\";var n=t(\"./parcats\");e.exports=function(t,e,r,i){var a=t._fullLayout,o=a._paper,s=a._size;n(t,o,e,{width:s.w,height:s.h,margin:{t:s.t,r:s.r,b:s.b,l:s.l}},r,i)}},{\"./parcats\":1147}],1149:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/cartesian/layout_attributes\"),a=t(\"../../plots/font_attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/plot_template\").templatedArray;e.exports={domain:o({name:\"parcoords\",trace:!0,editType:\"plot\"}),labelangle:{valType:\"angle\",dflt:0,editType:\"plot\"},labelside:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},labelfont:a({editType:\"plot\"}),tickfont:a({editType:\"plot\"}),rangefont:a({editType:\"plot\"}),dimensions:l(\"dimension\",{label:{valType:\"string\",editType:\"plot\"},tickvals:s({},i.tickvals,{editType:\"plot\"}),ticktext:s({},i.ticktext,{editType:\"plot\"}),tickformat:s({},i.tickformat,{editType:\"plot\"}),visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},range:{valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},constraintrange:{valType:\"info_array\",freeLength:!0,dimensions:\"1-2\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},multiselect:{valType:\"boolean\",dflt:!0,editType:\"plot\"},values:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"}),line:s({editType:\"calc\"},n(\"line\",{colorscaleDflt:\"Viridis\",autoColorDflt:!1,editTypeOverride:\"calc\"}))}},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plot_api/plot_template\":817,\"../../plots/cartesian/layout_attributes\":842,\"../../plots/domain\":855,\"../../plots/font_attributes\":856}],1150:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),i=t(\"d3\"),a=t(\"../../lib/gup\").keyFun,o=t(\"../../lib/gup\").repeat,s=t(\"../../lib\").sorterAsc,l=t(\"../../lib\").strTranslate,c=n.bar.snapRatio;function u(t,e){return t*(1-c)+e*c}var f=n.bar.snapClose;function h(t,e){return t*(1-f)+e*f}function p(t,e,r,n){if(function(t,e){for(var r=0;r<e.length;r++)if(t>=e[r][0]&&t<=e[r][1])return!0;return!1}(r,n))return r;var i=t?-1:1,a=0,o=e.length-1;if(i<0){var s=a;a=o,o=s}for(var l=e[a],c=l,f=a;i*f<i*o;f+=i){var p=f+i,d=e[p];if(i*r<i*h(l,d))return u(l,c);if(i*r<i*d||p===o)return u(d,l);c=l,l=d}}function d(t){t.attr(\"x\",-n.bar.captureWidth/2).attr(\"width\",n.bar.captureWidth)}function g(t){t.attr(\"visibility\",\"visible\").style(\"visibility\",\"visible\").attr(\"fill\",\"yellow\").attr(\"opacity\",0)}function m(t){if(!t.brush.filterSpecified)return\"0,\"+t.height;for(var e,r,n,i=v(t.brush.filter.getConsolidated(),t.height),a=[0],o=i.length?i[0][0]:null,s=0;s<i.length;s++)r=(e=i[s])[1]-e[0],a.push(o),a.push(r),(n=s+1)<i.length&&(o=i[n][0]-e[1]);return a.push(t.height),a}function v(t,e){return t.map((function(t){return t.map((function(t){return Math.max(0,t*e)})).sort(s)}))}function y(){i.select(document.body).style(\"cursor\",null)}function x(t){t.attr(\"stroke-dasharray\",m)}function b(t,e){var r=i.select(t).selectAll(\".highlight, .highlight-shadow\");x(e?r.transition().duration(n.bar.snapDuration).each(\"end\",e):r)}function _(t,e){var r,i=t.brush,a=NaN,o={};if(i.filterSpecified){var s=t.height,l=i.filter.getConsolidated(),c=v(l,s),u=NaN,f=NaN,h=NaN;for(r=0;r<=c.length;r++){var p=c[r];if(p&&p[0]<=e&&e<=p[1]){u=r;break}if(f=r?r-1:NaN,p&&p[0]>e){h=r;break}}if(a=u,isNaN(a)&&(a=isNaN(f)||isNaN(h)?isNaN(f)?h:f:e-c[f][1]<c[h][0]-e?f:h),!isNaN(a)){var d=c[a],g=function(t,e){var r=n.bar.handleHeight;if(!(e>t[1]+r||e<t[0]-r))return e>=.9*t[1]+.1*t[0]?\"n\":e<=.9*t[0]+.1*t[1]?\"s\":\"ns\"}(d,e);g&&(o.interval=l[a],o.intervalPix=d,o.region=g)}}if(t.ordinal&&!o.region){var m=t.unitTickvals,y=t.unitToPaddedPx.invert(e);for(r=0;r<m.length;r++){var x=[.25*m[Math.max(r-1,0)]+.75*m[r],.25*m[Math.min(r+1,m.length-1)]+.75*m[r]];if(y>=x[0]&&y<=x[1]){o.clickableOrdinalRange=x;break}}}return o}function w(t,e){i.event.sourceEvent.stopPropagation();var r=e.height-i.mouse(t)[1]-2*n.verticalPadding,a=e.brush.svgBrush;a.wasDragged=!0,a._dragging=!0,a.grabbingBar?a.newExtent=[r-a.grabPoint,r+a.barLength-a.grabPoint].map(e.unitToPaddedPx.invert):a.newExtent=[a.startExtent,e.unitToPaddedPx.invert(r)].sort(s),e.brush.filterSpecified=!0,a.extent=a.stayingIntervals.concat([a.newExtent]),a.brushCallback(e),b(t.parentNode)}function T(t,e){var r=_(e,e.height-i.mouse(t)[1]-2*n.verticalPadding),a=\"crosshair\";r.clickableOrdinalRange?a=\"pointer\":r.region&&(a=r.region+\"-resize\"),i.select(document.body).style(\"cursor\",a)}function k(t){t.on(\"mousemove\",(function(t){i.event.preventDefault(),t.parent.inBrushDrag||T(this,t)})).on(\"mouseleave\",(function(t){t.parent.inBrushDrag||y()})).call(i.behavior.drag().on(\"dragstart\",(function(t){!function(t,e){i.event.sourceEvent.stopPropagation();var r=e.height-i.mouse(t)[1]-2*n.verticalPadding,a=e.unitToPaddedPx.invert(r),o=e.brush,s=_(e,r),l=s.interval,c=o.svgBrush;if(c.wasDragged=!1,c.grabbingBar=\"ns\"===s.region,c.grabbingBar){var u=l.map(e.unitToPaddedPx);c.grabPoint=r-u[0]-n.verticalPadding,c.barLength=u[1]-u[0]}c.clickableOrdinalRange=s.clickableOrdinalRange,c.stayingIntervals=e.multiselect&&o.filterSpecified?o.filter.getConsolidated():[],l&&(c.stayingIntervals=c.stayingIntervals.filter((function(t){return t[0]!==l[0]&&t[1]!==l[1]}))),c.startExtent=s.region?l[\"s\"===s.region?1:0]:a,e.parent.inBrushDrag=!0,c.brushStartCallback()}(this,t)})).on(\"drag\",(function(t){w(this,t)})).on(\"dragend\",(function(t){!function(t,e){var r=e.brush,n=r.filter,a=r.svgBrush;a._dragging||(T(t,e),w(t,e),e.brush.svgBrush.wasDragged=!1),a._dragging=!1,i.event.sourceEvent.stopPropagation();var o=a.grabbingBar;if(a.grabbingBar=!1,a.grabLocation=void 0,e.parent.inBrushDrag=!1,y(),!a.wasDragged)return a.wasDragged=void 0,a.clickableOrdinalRange?r.filterSpecified&&e.multiselect?a.extent.push(a.clickableOrdinalRange):(a.extent=[a.clickableOrdinalRange],r.filterSpecified=!0):o?(a.extent=a.stayingIntervals,0===a.extent.length&&A(r)):A(r),a.brushCallback(e),b(t.parentNode),void a.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]<l[0]&&l.reverse(),a.newExtent=[p(0,l,a.newExtent[0],a.stayingIntervals),p(1,l,a.newExtent[1],a.stayingIntervals)];var c=a.newExtent[1]>a.newExtent[0];a.extent=a.stayingIntervals.concat(c?[a.newExtent]:[]),a.extent.length||A(r),a.brushCallback(e),c?b(t.parentNode,s):(s(),b(t.parentNode))}else s();a.brushEndCallback(r.filterSpecified?n.getConsolidated():[])}(this,t)})))}function M(t,e){return t[0]-e[0]}function A(t){t.filterSpecified=!1,t.svgBrush.extent=[[-1/0,1/0]]}function S(t){for(var e,r=t.slice(),n=[],i=r.shift();i;){for(e=i.slice();(i=r.shift())&&i[0]<=e[1];)e[1]=Math.max(e[1],i[1]);n.push(e)}return 1===n.length&&n[0][0]>n[0][1]&&(n=[]),n}e.exports={makeBrush:function(t,e,r,n,i,a){var o,l=function(){var t,e,r=[];return{set:function(n){1===(r=n.map((function(t){return t.slice().sort(s)})).sort(M)).length&&r[0][0]===-1/0&&r[0][1]===1/0&&(r=[[0,-1]]),t=S(r),e=r.reduce((function(t,e){return[Math.min(t[0],e[0]),Math.max(t[1],e[1])]}),[1/0,-1/0])},get:function(){return r.slice()},getConsolidated:function(){return t},getBounds:function(){return e}}}();return l.set(r),{filter:l,filterSpecified:e,svgBrush:{extent:[],brushStartCallback:n,brushCallback:(o=i,function(t){var e=t.brush,r=function(t){return t.svgBrush.extent.map((function(t){return t.slice()}))}(e).slice();e.filter.set(r),o()}),brushEndCallback:a}}},ensureAxisBrush:function(t){var e=t.selectAll(\".\"+n.cn.axisBrush).data(o,a);e.enter().append(\"g\").classed(n.cn.axisBrush,!0),function(t){var e=t.selectAll(\".background\").data(o);e.enter().append(\"rect\").classed(\"background\",!0).call(d).call(g).style(\"pointer-events\",\"auto\").attr(\"transform\",l(0,n.verticalPadding)),e.call(k).attr(\"height\",(function(t){return t.height-n.verticalPadding}));var r=t.selectAll(\".highlight-shadow\").data(o);r.enter().append(\"line\").classed(\"highlight-shadow\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width+n.bar.strokeWidth).attr(\"stroke\",n.bar.strokeColor).attr(\"opacity\",n.bar.strokeOpacity).attr(\"stroke-linecap\",\"butt\"),r.attr(\"y1\",(function(t){return t.height})).call(x);var i=t.selectAll(\".highlight\").data(o);i.enter().append(\"line\").classed(\"highlight\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width-n.bar.strokeWidth).attr(\"stroke\",n.bar.fillColor).attr(\"opacity\",n.bar.fillOpacity).attr(\"stroke-linecap\",\"butt\"),i.attr(\"y1\",(function(t){return t.height})).call(x)}(e)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map((function(t){return t.sort(s)})),t=e.multiselect?S(t.sort(M)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map((function(t){var e=[p(0,r,t[0],[]),p(1,r,t[1],[])];if(e[1]>e[0])return e})).filter((function(t){return t}))).length)return}return t.length>1?t:t[0]}}},{\"../../lib\":778,\"../../lib/gup\":775,\"./constants\":1153,d3:169}],1151:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../plots/get_data\").getModuleCalcData,a=t(\"./plot\"),o=t(\"../../constants/xmlns_namespaces\");r.name=\"parcoords\",r.plot=function(t){var e=i(t.calcdata,\"parcoords\")[0];e.length&&a(t,e)},r.clean=function(t,e,r,n){var i=n._has&&n._has(\"parcoords\"),a=e._has&&e._has(\"parcoords\");i&&!a&&(n._paperdiv.selectAll(\".parcoords\").remove(),n._glimages.selectAll(\"*\").remove())},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(\".svg-container\");r.filter((function(t,e){return e===r.size()-1})).selectAll(\".gl-canvas-context, .gl-canvas-focus\").each((function(){var t=this.toDataURL(\"image/png\");e.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":t,preserveAspectRatio:\"none\",x:0,y:0,width:this.width,height:this.height})})),window.setTimeout((function(){n.selectAll(\"#filterBarPattern\").attr(\"id\",\"filterBarPattern\")}),60)}},{\"../../constants/xmlns_namespaces\":754,\"../../plots/get_data\":865,\"./plot\":1160,d3:169}],1152:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray,i=t(\"../../components/colorscale\"),a=t(\"../../lib/gup\").wrap;e.exports=function(t,e){var r,o;return i.hasColorscale(e,\"line\")&&n(e.line.color)?(r=e.line.color,o=i.extractOpts(e.line).colorscale,i.calc(t,e,{vals:r,containerStr:\"line\",cLetter:\"c\"})):(r=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=.5;return e}(e._length),o=[[0,e.line.color],[1,e.line.color]]),a({lineColor:r,cscale:o})}},{\"../../components/colorscale\":655,\"../../lib\":778,\"../../lib/gup\":775}],1153:[function(t,e,r){\"use strict\";e.exports={maxDimensionCount:60,overdrag:45,verticalPadding:2,tickDistance:50,canvasPixelRatio:1,blockLineCount:5e3,layers:[\"contextLineLayer\",\"focusLineLayer\",\"pickLineLayer\"],axisTitleOffset:28,axisExtentOffset:10,deselectedLineColor:\"#777\",bar:{width:4,captureWidth:10,fillColor:\"magenta\",fillOpacity:1,snapDuration:150,snapRatio:.25,snapClose:.01,strokeColor:\"white\",strokeOpacity:1,strokeWidth:1,handleHeight:8,handleOpacity:1,handleOverlap:0},cn:{axisExtentText:\"axis-extent-text\",parcoordsLineLayers:\"parcoords-line-layers\",parcoordsLineLayer:\"parcoords-lines\",parcoords:\"parcoords\",parcoordsControlView:\"parcoords-control-view\",yAxis:\"y-axis\",axisOverlays:\"axis-overlays\",axis:\"axis\",axisHeading:\"axis-heading\",axisTitle:\"axis-title\",axisExtent:\"axis-extent\",axisExtentTop:\"axis-extent-top\",axisExtentTopText:\"axis-extent-top-text\",axisExtentBottom:\"axis-extent-bottom\",axisExtentBottomText:\"axis-extent-bottom-text\",axisBrush:\"axis-brush\"},id:{filterBarPattern:\"filter-bar-pattern\"}}},{}],1154:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/colorscale/helpers\").hasColorscale,a=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"../../plots/cartesian/axes\"),c=t(\"./attributes\"),u=t(\"./axisbrush\"),f=t(\"./constants\").maxDimensionCount,h=t(\"./merge_length\");function p(t,e,r,i){function a(r,i){return n.coerce(t,e,c.dimensions,r,i)}var o=a(\"values\"),s=a(\"visible\");if(o&&o.length||(s=e.visible=!1),s){a(\"label\"),a(\"tickvals\"),a(\"ticktext\"),a(\"tickformat\");var f=a(\"range\");e._ax={_id:\"y\",type:\"linear\",showexponent:\"all\",exponentformat:\"B\",range:f},l.setConvert(e._ax,i.layout),a(\"multiselect\");var h=a(\"constraintrange\");h&&(e.constraintrange=u.cleanRanges(h,e))}}e.exports=function(t,e,r,l){function u(r,i){return n.coerce(t,e,c,r,i)}var d=t.dimensions;Array.isArray(d)&&d.length>f&&(n.log(\"parcoords traces support up to \"+f+\" dimensions at the moment\"),d.splice(f));var g=s(t,e,{name:\"dimensions\",layout:l,handleItemDefaults:p}),m=function(t,e,r,o,s){var l=s(\"line.color\",r);if(i(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),a(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,u);o(e,l,u),Array.isArray(g)&&g.length||(e.visible=!1),h(e,g,\"values\",m);var v={family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(u,\"labelfont\",v),n.coerceFont(u,\"tickfont\",v),n.coerceFont(u,\"rangefont\",v),u(\"labelangle\"),u(\"labelside\")}},{\"../../components/colorscale/defaults\":653,\"../../components/colorscale/helpers\":654,\"../../lib\":778,\"../../plots/array_container_defaults\":823,\"../../plots/cartesian/axes\":828,\"../../plots/domain\":855,\"./attributes\":1149,\"./axisbrush\":1150,\"./constants\":1153,\"./merge_length\":1158}],1155:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isTypedArray;r.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},r.isOrdinal=function(t){return!!t.tickvals},r.isVisible=function(t){return t.visible||!(\"visible\"in t)}},{\"../../lib\":778}],1156:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcoords\",basePlotModule:t(\"./base_plot\"),categories:[\"gl\",\"regl\",\"noOpacity\",\"noHover\"],meta:{}}},{\"./attributes\":1149,\"./base_plot\":1151,\"./calc\":1152,\"./defaults\":1154,\"./plot\":1160}],1157:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform sampler2D mask, palette;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 contextColor;\\n\\nbool isPick    = (drwLayer > 1.5);\\nbool isContext = (drwLayer < 0.5);\\n\\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\\n}\\n\\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\\n    return y1 * (1.0 - ratio) + y2 * ratio;\\n}\\n\\nint iMod(int a, int b) {\\n    return a - b * (a / b);\\n}\\n\\nbool fOutside(float p, float lo, float hi) {\\n    return (lo < hi) && (lo > p || p > hi);\\n}\\n\\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\\n    return (\\n        fOutside(p[0], lo[0], hi[0]) ||\\n        fOutside(p[1], lo[1], hi[1]) ||\\n        fOutside(p[2], lo[2], hi[2]) ||\\n        fOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(mask,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\\n                        ))[3]\\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\\n                    2\\n                )) return true;\\n            }\\n        }\\n    }\\n    return false;\\n}\\n\\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float x = 0.5 * sign(v) + 0.5;\\n    float y = axisY(x, A, B, C, D);\\n    float z = 1.0 - abs(v);\\n\\n    z += isContext ? 0.0 : 2.0 * float(\\n        outsideBoundingBox(A, B, C, D) ||\\n        outsideRasterMask(A, B, C, D)\\n    );\\n\\n    return vec4(\\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\\n        z,\\n        1.0\\n    );\\n}\\n\\nvoid main() {\\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\\n\\n    float v = colors[3];\\n\\n    gl_Position = position(isContext, v, A, B, C, D);\\n\\n    fragColor =\\n        isContext ? vec4(contextColor) :\\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\\n}\\n\"]),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\"]),o=t(\"./constants\").maxDimensionCount,s=t(\"../../lib\"),l=new Uint8Array(4),c=new Uint8Array(4),u={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function f(t,e,r,n,i){var a=t._gl;a.enable(a.SCISSOR_TEST),a.scissor(e,r,n,i),t.clear({color:[0,0,0,0],depth:1})}function h(t,e,r,n,i,a){var o=a.key;r.drawCompleted||(!function(t){t.read({x:0,y:0,width:1,height:1,data:l})}(t),r.drawCompleted=!0),function s(l){var c=Math.min(n,i-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],f(t,a.scissorX,a.scissorY,a.scissorWidth,a.viewBoxSize[1])),r.clearOnly||(a.count=2*c,a.offset=2*l*n,e(a),l*n+c<i&&(r.currentRafs[o]=window.requestAnimationFrame((function(){s(l+1)}))),r.drawCompleted=!1)}(0)}function p(t,e){for(var r=new Array(256),n=0;n<256;n++)r[n]=t(n/255).concat(e);return r}function d(t,e){return(t>>>8*e)%256/255}function g(t,e,r){for(var n=new Array(8*e),i=0,a=0;a<e;a++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,c=r[64*a+l];63===l&&0===o&&(c*=-1),n[i++]=c}return n}function m(t){var e=\"0\"+t;return e.substr(e.length-2)}function v(t){return t<o?\"p\"+m(t+1)+\"_\"+m(t+4):\"colors\"}function y(t,e,r,n,i,a,o,l,c,u,f,h,p){for(var d=[[],[]],g=0;g<64;g++)d[0][g]=g===i?1:0,d[1][g]=g===a?1:0;var m=t.lines.canvasOverdrag,v=t.domain,y=t.canvasWidth,x=t.canvasHeight,b=t.deselectedLines.color;return s.extendFlat({key:f,resolution:[y,x],viewBoxPos:[o+m,l],viewBoxSize:[c,u],i0:i,i1:a,dim0A:d[0].slice(0,16),dim0B:d[0].slice(16,32),dim0C:d[0].slice(32,48),dim0D:d[0].slice(48,64),dim1A:d[1].slice(0,16),dim1B:d[1].slice(16,32),dim1C:d[1].slice(32,48),dim1D:d[1].slice(48,64),drwLayer:h,contextColor:[b[0]/255,b[1]/255,b[2]/255,b[3]<1?b[3]:Math.max(1/255,Math.pow(1/t.lines.color.length,1/3))],scissorX:(n===e?0:o+m)+(t.pad.l-m)+t.layoutWidth*v.x[0],scissorWidth:(n===r?y-o+m:c+.5)+(n===e?o+m:0),scissorY:l+t.pad.b+t.layoutHeight*v.y[0],scissorHeight:u,viewportX:t.pad.l-m+t.layoutWidth*v.x[0],viewportY:t.pad.b+t.layoutHeight*v.y[0],viewportWidth:y,viewportHeight:x},p)}function x(t){var e=Math.max(0,Math.floor(2047*t[0]),0),r=Math.min(2047,Math.ceil(2047*t[1]),2047);return[Math.min(e,r),Math.max(e,r)]}e.exports=function(t,e){var r,n,l,m,b,_=e.context,w=e.pick,T=e.regl,k={currentRafs:{},drawCompleted:!0,clearOnly:!1},M=function(t){for(var e={},r=0;r<=o;r+=4)e[v(r)]=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)});return e}(T),A=T.texture(u),S=[];C(e);var E=T({profile:!1,blend:{enable:_,func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:1,dstAlpha:1},equation:{rgb:\"add\",alpha:\"add\"},color:[0,0,0,0]},depth:{enable:!_,mask:!0,func:\"less\",range:[0,1]},cull:{enable:!0,face:\"back\"},scissor:{enable:!0,box:{x:T.prop(\"scissorX\"),y:T.prop(\"scissorY\"),width:T.prop(\"scissorWidth\"),height:T.prop(\"scissorHeight\")}},viewport:{x:T.prop(\"viewportX\"),y:T.prop(\"viewportY\"),width:T.prop(\"viewportWidth\"),height:T.prop(\"viewportHeight\")},dither:!1,vert:i,frag:a,primitive:\"lines\",lineWidth:1,attributes:M,uniforms:{resolution:T.prop(\"resolution\"),viewBoxPos:T.prop(\"viewBoxPos\"),viewBoxSize:T.prop(\"viewBoxSize\"),dim0A:T.prop(\"dim0A\"),dim1A:T.prop(\"dim1A\"),dim0B:T.prop(\"dim0B\"),dim1B:T.prop(\"dim1B\"),dim0C:T.prop(\"dim0C\"),dim1C:T.prop(\"dim1C\"),dim0D:T.prop(\"dim0D\"),dim1D:T.prop(\"dim1D\"),loA:T.prop(\"loA\"),hiA:T.prop(\"hiA\"),loB:T.prop(\"loB\"),hiB:T.prop(\"hiB\"),loC:T.prop(\"loC\"),hiC:T.prop(\"hiC\"),loD:T.prop(\"loD\"),hiD:T.prop(\"hiD\"),palette:A,contextColor:T.prop(\"contextColor\"),mask:T.prop(\"maskTexture\"),drwLayer:T.prop(\"drwLayer\"),maskHeight:T.prop(\"maskHeight\")},offset:T.prop(\"offset\"),count:T.prop(\"count\")});function C(t){r=t.model,n=t.viewModel,l=n.dimensions.slice(),m=l[0]?l[0].values.length:0;var e=r.lines,i=w?e.color.map((function(t,r){return r/e.color.length})):e.color,a=function(t,e,r){for(var n,i=new Array(t*(o+4)),a=0,s=0;s<t;s++){for(var l=0;l<o;l++)i[a++]=l<e.length?e[l].paddedUnitValues[s]:.5;i[a++]=d(s,2),i[a++]=d(s,1),i[a++]=d(s,0),i[a++]=(n=r[s],Math.max(1e-6,Math.min(.999999,n)))}return i}(m,l,i);!function(t,e,r){for(var n=0;n<=o;n+=4)t[v(n)](g(n/4,e,r))}(M,m,a),_||w||(A=T.texture(s.extendFlat({data:p(r.unitToColor,255)},u)))}return{render:function(t,e,n){var i,a,o,s=t.length,c=1/0,u=-1/0;for(i=0;i<s;i++)t[i].dim0.canvasX<c&&(c=t[i].dim0.canvasX,a=i),t[i].dim1.canvasX>u&&(u=t[i].dim1.canvasX,o=i);0===s&&f(T,0,0,r.canvasWidth,r.canvasHeight);var p=function(t){var e,r,n,i=[[],[]];for(n=0;n<64;n++){var a=!t&&n<l.length?l[n].brush.filter.getBounds():[-1/0,1/0];i[0][n]=a[0],i[1][n]=a[1]}var o=new Array(16384);for(e=0;e<16384;e++)o[e]=255;if(!t)for(e=0;e<l.length;e++){var s=e%8,c=(e-s)/8,u=Math.pow(2,s),f=l[e].brush.filter.get();if(!(f.length<2)){var h=x(f[0])[1];for(r=1;r<f.length;r++){var p=x(f[r]);for(n=h+1;n<p[0];n++)o[8*n+c]&=~u;h=Math.max(h,p[1])}}}var d={shape:[8,2048],format:\"alpha\",type:\"uint8\",mag:\"nearest\",min:\"nearest\",data:o};return b?b(d):b=T.texture(d),{maskTexture:b,maskHeight:2048,loA:i[0].slice(0,16),loB:i[0].slice(16,32),loC:i[0].slice(32,48),loD:i[0].slice(48,64),hiA:i[1].slice(0,16),hiB:i[1].slice(16,32),hiC:i[1].slice(32,48),hiD:i[1].slice(48,64)}}(_);for(i=0;i<s;i++){var d=t[i],g=d.dim0.crossfilterDimensionIndex,v=d.dim1.crossfilterDimensionIndex,M=d.canvasX,A=d.canvasY,C=M+d.panelSizeX;if(e||!S[g]||S[g][0]!==M||S[g][1]!==C){S[g]=[M,C];var L=y(r,a,o,i,g,v,M,A,d.panelSizeX,d.panelSizeY,d.dim0.crossfilterDimensionIndex,_?0:w?2:1,p);k.clearOnly=n;var I=e?r.lines.blockLineCount:m;h(T,E,k,I,m,L)}}},readPixel:function(t,e){return T.read({x:t,y:e,width:1,height:1,data:c}),c},readPixels:function(t,e,r,n){var i=new Uint8Array(4*r*n);return T.read({x:t,y:e,width:r,height:n,data:i}),i},destroy:function(){for(var e in t.style[\"pointer-events\"]=\"none\",A.destroy(),b&&b.destroy(),M)M[e].destroy()},update:C}}},{\"../../lib\":778,\"./constants\":1153,glslify:439}],1158:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){var i,a;for(n||(n=1/0),i=0;i<e.length;i++)(a=e[i]).visible&&(n=Math.min(n,a[r].length));for(n===1/0&&(n=0),t._length=n,i=0;i<e.length;i++)(a=e[i]).visible&&(a._length=n);return n}},{}],1159:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"color-rgba\"),a=t(\"../../plots/cartesian/axes\"),o=t(\"../../lib\"),s=o.strRotate,l=o.strTranslate,c=t(\"../../lib/svg_text_utils\"),u=t(\"../../components/drawing\"),f=t(\"../../components/colorscale\"),h=t(\"../../lib/gup\"),p=h.keyFun,d=h.repeat,g=h.unwrap,m=t(\"./helpers\"),v=t(\"./constants\"),y=t(\"./axisbrush\"),x=t(\"./lines\");function b(t,e,r){return o.aggNums(t,null,e,r)}function _(t,e){return T(b(Math.min,t,e),b(Math.max,t,e))}function w(t){var e=t.range;return e?T(e[0],e[1]):_(t.values,t._length)}function T(t,e){return!isNaN(t)&&isFinite(t)||(t=0),!isNaN(e)&&isFinite(e)||(e=0),t===e&&(0===t?(t-=1,e+=1):(t*=.9,e*=1.1)),[t,e]}function k(t,e,r,i,a){var o,s,l=w(r);return i?n.scale.ordinal().domain(i.map((o=n.format(r.tickformat),s=a,s?function(t,e){var r=s[e];return null==r?o(t):r}:o))).range(i.map((function(r){var n=(r-l[0])/(l[1]-l[0]);return t-e+n*(2*e-t)}))):n.scale.linear().domain(l).range([t-e,e])}function M(t){if(t.tickvals){var e=w(t);return n.scale.ordinal().domain(t.tickvals).range(t.tickvals.map((function(t){return(t-e[0])/(e[1]-e[0])})))}}function A(t){var e=t.map((function(t){return t[0]})),r=t.map((function(t){var e=i(t[1]);return n.rgb(\"rgb(\"+e[0]+\",\"+e[1]+\",\"+e[2]+\")\")})),a=\"rgb\".split(\"\").map((function(t){return n.scale.linear().clamp(!0).domain(e).range(r.map((i=t,function(t){return t[i]})));var i}));return function(t){return a.map((function(e){return e(t)}))}}function S(t){return t.dimensions.some((function(t){return t.brush.filterSpecified}))}function E(t,e,r){var a=g(e),s=a.trace,l=m.convertTypedArray(a.lineColor),c=s.line,u={color:i(v.deselectedLineColor)},h=f.extractOpts(c),p=h.reversescale?f.flipScale(a.cscale):a.cscale,d=s.domain,y=s.dimensions,x=t.width,b=s.labelangle,_=s.labelside,T=s.labelfont,k=s.tickfont,M=s.rangefont,S=o.extendDeepNoArrays({},c,{color:l.map(n.scale.linear().domain(w({values:l,range:[h.min,h.max],_length:s._length}))),blockLineCount:v.blockLineCount,canvasOverdrag:v.overdrag*v.canvasPixelRatio}),E=Math.floor(x*(d.x[1]-d.x[0])),C=Math.floor(t.height*(d.y[1]-d.y[0])),L=t.margin||{l:80,r:80,t:100,b:80},I=E,P=C;return{key:r,colCount:y.filter(m.isVisible).length,dimensions:y,tickDistance:v.tickDistance,unitToColor:A(p),lines:S,deselectedLines:u,labelAngle:b,labelSide:_,labelFont:T,tickFont:k,rangeFont:M,layoutWidth:x,layoutHeight:t.height,domain:d,translateX:d.x[0]*x,translateY:t.height-d.y[1]*t.height,pad:L,canvasWidth:I*v.canvasPixelRatio+2*S.canvasOverdrag,canvasHeight:P*v.canvasPixelRatio,width:I,height:P,canvasPixelRatio:v.canvasPixelRatio}}function C(t,e,r){var i=r.width,a=r.height,s=r.dimensions,l=r.canvasPixelRatio,c=function(t){return i*t/Math.max(1,r.colCount-1)},u=v.verticalPadding/a,f=function(t,e){return n.scale.linear().range([e,t-e])}(a,v.verticalPadding),h={key:r.key,xScale:c,model:r,inBrushDrag:!1},p={};return h.dimensions=s.filter(m.isVisible).map((function(i,s){var d=function(t,e){return n.scale.linear().domain(w(t)).range([e,1-e])}(i,u),g=p[i.label];p[i.label]=(g||0)+1;var x=i.label+(g?\"__\"+g:\"\"),b=i.constraintrange,_=b&&b.length;_&&!Array.isArray(b[0])&&(b=[b]);var T=_?b.map((function(t){return t.map(d)})):[[-1/0,1/0]],A=i.values;A.length>i._length&&(A=A.slice(0,i._length));var E,C=i.tickvals;function L(t,e){return{val:t,text:E[e]}}function I(t,e){return t.val-e.val}if(Array.isArray(C)&&C.length){E=i.ticktext,Array.isArray(E)&&E.length?E.length>C.length?E=E.slice(0,C.length):C.length>E.length&&(C=C.slice(0,E.length)):E=C.map(n.format(i.tickformat));for(var P=1;P<C.length;P++)if(C[P]<C[P-1]){for(var z=C.map(L).sort(I),O=0;O<C.length;O++)C[O]=z[O].val,E[O]=z[O].text;break}}else C=void 0;return A=m.convertTypedArray(A),{key:x,label:i.label,tickFormat:i.tickformat,tickvals:C,ticktext:E,ordinal:m.isOrdinal(i),multiselect:i.multiselect,xIndex:s,crossfilterDimensionIndex:s,visibleIndex:i._index,height:a,values:A,paddedUnitValues:A.map(d),unitTickvals:C&&C.map(d),xScale:c,x:c(s),canvasX:c(s)*l,unitToPaddedPx:f,domainScale:k(a,v.verticalPadding,i,C,E),ordinalScale:M(i),parent:h,model:r,brush:y.makeBrush(t,_,T,(function(){t.linePickActive(!1)}),(function(){var e=h;e.focusLayer&&e.focusLayer.render(e.panels,!0);var r=S(e);!t.contextShown()&&r?(e.contextLayer&&e.contextLayer.render(e.panels,!0),t.contextShown(!0)):t.contextShown()&&!r&&(e.contextLayer&&e.contextLayer.render(e.panels,!0,!0),t.contextShown(!1))}),(function(r){if(h.focusLayer.render(h.panels,!0),h.pickLayer&&h.pickLayer.render(h.panels,!0),t.linePickActive(!0),e&&e.filterChanged){var n=d.invert,a=r.map((function(t){return t.map(n).sort(o.sorterAsc)})).sort((function(t,e){return t[0]-e[0]}));e.filterChanged(h.key,i._index,a)}}))}})),h}function L(t){t.classed(v.cn.axisExtentText,!0).attr(\"text-anchor\",\"middle\").style(\"cursor\",\"default\")}function I(t,e){var r=\"top\"===e?1:-1,n=t*Math.PI/180;return{dir:r,dx:Math.sin(n),dy:Math.cos(n),degrees:t}}function P(t,e){for(var r=e.panels||(e.panels=[]),n=t.data(),i=0;i<n.length-1;i++){var a=r[i]||(r[i]={}),o=n[i],s=n[i+1];a.dim0=o,a.dim1=s,a.canvasX=o.canvasX,a.panelSizeX=s.canvasX-o.canvasX,a.panelSizeY=e.model.canvasHeight,a.y=0,a.canvasY=0}}function z(t,e){return a.tickText(t._ax,e,!1).text}function O(t,e){if(t.ordinal)return\"\";var r=t.domainScale.domain(),n=r[e?r.length-1:0];return z(t.model.dimensions[t.visibleIndex],n)}e.exports=function(t,e,r,i){var f=t._fullLayout,h=f._toppaper,b=f._glcontainer;!function(t){for(var e=0;e<t.length;e++)for(var r=0;r<t[e].length;r++)for(var n=t[e][r].trace,i=n.dimensions,o=0;o<i.length;o++){var s=i[o].values,l=i[o]._ax;l&&(l.range?l.range=T(l.range[0],l.range[1]):l.range=_(s,n._length),l.dtick||(l.dtick=.01*(Math.abs(l.range[1]-l.range[0])||1)),l.tickformat=i[o].tickformat,a.calcTicks(l),l.cleanRange())}}(e);var w,k,M=(w=!0,k=!1,{linePickActive:function(t){return arguments.length?w=!!t:w},contextShown:function(t){return arguments.length?k=!!t:k}}),A=e.filter((function(t){return g(t).trace.visible})).map(E.bind(0,r)).map(C.bind(0,M,i));b.each((function(t,e){return o.extendFlat(t,A[e])}));var D=b.selectAll(\".gl-canvas\").each((function(t){t.viewModel=A[0],t.model=t.viewModel?t.viewModel.model:null})),R=null;D.filter((function(t){return t.pick})).style(\"pointer-events\",\"auto\").on(\"mousemove\",(function(t){if(M.linePickActive()&&t.lineLayer&&i&&i.hover){var e=n.event,r=this.width,a=this.height,o=n.mouse(this),s=o[0],l=o[1];if(s<0||l<0||s>=r||l>=a)return;var c=t.lineLayer.readPixel(s,a-1-l),u=0!==c[3],f=u?c[2]+256*(c[1]+256*c[0]):null,h={x:s,y:l,clientX:e.clientX,clientY:e.clientY,dataIndex:t.model.key,curveNumber:f};f!==R&&(u?i.hover(h):i.unhover&&i.unhover(h),R=f)}})),D.style(\"opacity\",(function(t){return t.pick?0:1})),h.style(\"background\",\"rgba(255, 255, 255, 0)\");var F=h.selectAll(\".\"+v.cn.parcoords).data(A,p);F.exit().remove(),F.enter().append(\"g\").classed(v.cn.parcoords,!0).style(\"shape-rendering\",\"crispEdges\").style(\"pointer-events\",\"none\"),F.attr(\"transform\",(function(t){return l(t.model.translateX,t.model.translateY)}));var B=F.selectAll(\".\"+v.cn.parcoordsControlView).data(d,p);B.enter().append(\"g\").classed(v.cn.parcoordsControlView,!0),B.attr(\"transform\",(function(t){return l(t.model.pad.l,t.model.pad.t)}));var N=B.selectAll(\".\"+v.cn.yAxis).data((function(t){return t.dimensions}),p);N.enter().append(\"g\").classed(v.cn.yAxis,!0),B.each((function(t){P(N,t)})),D.each((function(t){if(t.viewModel){!t.lineLayer||i?t.lineLayer=x(this,t):t.lineLayer.update(t),(t.key||0===t.key)&&(t.viewModel[t.key]=t.lineLayer);var e=!t.context||i;t.lineLayer.render(t.viewModel.panels,e)}})),N.attr(\"transform\",(function(t){return l(t.xScale(t.xIndex),0)})),N.call(n.behavior.drag().origin((function(t){return t})).on(\"drag\",(function(t){var e=t.parent;M.linePickActive(!1),t.x=Math.max(-v.overdrag,Math.min(t.model.width+v.overdrag,n.event.x)),t.canvasX=t.x*t.model.canvasPixelRatio,N.sort((function(t,e){return t.x-e.x})).each((function(e,r){e.xIndex=r,e.x=t===e?e.x:e.xScale(e.xIndex),e.canvasX=e.x*e.model.canvasPixelRatio})),P(N,e),N.filter((function(e){return 0!==Math.abs(t.xIndex-e.xIndex)})).attr(\"transform\",(function(t){return l(t.xScale(t.xIndex),0)})),n.select(this).attr(\"transform\",l(t.x,0)),N.each((function(r,n,i){i===t.parent.key&&(e.dimensions[n]=r)})),e.contextLayer&&e.contextLayer.render(e.panels,!1,!S(e)),e.focusLayer.render&&e.focusLayer.render(e.panels)})).on(\"dragend\",(function(t){var e=t.parent;t.x=t.xScale(t.xIndex),t.canvasX=t.x*t.model.canvasPixelRatio,P(N,e),n.select(this).attr(\"transform\",(function(t){return l(t.x,0)})),e.contextLayer&&e.contextLayer.render(e.panels,!1,!S(e)),e.focusLayer&&e.focusLayer.render(e.panels),e.pickLayer&&e.pickLayer.render(e.panels,!0),M.linePickActive(!0),i&&i.axesMoved&&i.axesMoved(e.key,e.dimensions.map((function(t){return t.crossfilterDimensionIndex})))}))),N.exit().remove();var j=N.selectAll(\".\"+v.cn.axisOverlays).data(d,p);j.enter().append(\"g\").classed(v.cn.axisOverlays,!0),j.selectAll(\".\"+v.cn.axis).remove();var U=j.selectAll(\".\"+v.cn.axis).data(d,p);U.enter().append(\"g\").classed(v.cn.axis,!0),U.each((function(t){var e=t.model.height/t.model.tickDistance,r=t.domainScale,i=r.domain();n.select(this).call(n.svg.axis().orient(\"left\").tickSize(4).outerTickSize(2).ticks(e,t.tickFormat).tickValues(t.ordinal?i:null).tickFormat((function(e){return m.isOrdinal(t)?e:z(t.model.dimensions[t.visibleIndex],e)})).scale(r)),u.font(U.selectAll(\"text\"),t.model.tickFont)})),U.selectAll(\".domain, .tick>line\").attr(\"fill\",\"none\").attr(\"stroke\",\"black\").attr(\"stroke-opacity\",.25).attr(\"stroke-width\",\"1px\"),U.selectAll(\"text\").style(\"text-shadow\",\"1px 1px 1px #fff, -1px -1px 1px #fff, 1px -1px 1px #fff, -1px 1px 1px #fff\").style(\"cursor\",\"default\");var V=j.selectAll(\".\"+v.cn.axisHeading).data(d,p);V.enter().append(\"g\").classed(v.cn.axisHeading,!0);var q=V.selectAll(\".\"+v.cn.axisTitle).data(d,p);q.enter().append(\"text\").classed(v.cn.axisTitle,!0).attr(\"text-anchor\",\"middle\").style(\"cursor\",\"ew-resize\").style(\"pointer-events\",\"auto\"),q.text((function(t){return t.label})).each((function(e){var r=n.select(this);u.font(r,e.model.labelFont),c.convertToTspans(r,t)})).attr(\"transform\",(function(t){var e=I(t.model.labelAngle,t.model.labelSide),r=v.axisTitleOffset;return(e.dir>0?\"\":l(0,2*r+t.model.height))+s(e.degrees)+l(-r*e.dx,-r*e.dy)})).attr(\"text-anchor\",(function(t){var e=I(t.model.labelAngle,t.model.labelSide);return 2*Math.abs(e.dx)>Math.abs(e.dy)?e.dir*e.dx<0?\"start\":\"end\":\"middle\"}));var H=j.selectAll(\".\"+v.cn.axisExtent).data(d,p);H.enter().append(\"g\").classed(v.cn.axisExtent,!0);var G=H.selectAll(\".\"+v.cn.axisExtentTop).data(d,p);G.enter().append(\"g\").classed(v.cn.axisExtentTop,!0),G.attr(\"transform\",l(0,-v.axisExtentOffset));var Y=G.selectAll(\".\"+v.cn.axisExtentTopText).data(d,p);Y.enter().append(\"text\").classed(v.cn.axisExtentTopText,!0).call(L),Y.text((function(t){return O(t,!0)})).each((function(t){u.font(n.select(this),t.model.rangeFont)}));var W=H.selectAll(\".\"+v.cn.axisExtentBottom).data(d,p);W.enter().append(\"g\").classed(v.cn.axisExtentBottom,!0),W.attr(\"transform\",(function(t){return l(0,t.model.height+v.axisExtentOffset)}));var X=W.selectAll(\".\"+v.cn.axisExtentBottomText).data(d,p);X.enter().append(\"text\").classed(v.cn.axisExtentBottomText,!0).attr(\"dy\",\"0.75em\").call(L),X.text((function(t){return O(t,!1)})).each((function(t){u.font(n.select(this),t.model.rangeFont)})),y.ensureAxisBrush(j)}},{\"../../components/colorscale\":655,\"../../components/drawing\":665,\"../../lib\":778,\"../../lib/gup\":775,\"../../lib/svg_text_utils\":803,\"../../plots/cartesian/axes\":828,\"./axisbrush\":1150,\"./constants\":1153,\"./helpers\":1155,\"./lines\":1157,\"color-rgba\":127,d3:169}],1160:[function(t,e,r){\"use strict\";var n=t(\"./parcoords\"),i=t(\"../../lib/prepare_regl\"),a=t(\"./helpers\").isVisible;function o(t,e,r){var n=e.indexOf(r),i=t.indexOf(n);return-1===i&&(i+=e.length),i}e.exports=function(t,e){var r=t._fullLayout;if(i(t)){var s={},l={},c={},u={},f=r._size;e.forEach((function(e,r){var n=e[0].trace;c[r]=n.index;var i=u[r]=n._fullInput.index;s[r]=t.data[i].dimensions,l[r]=t.data[i].dimensions.slice()}));n(t,e,{width:f.w,height:f.h,margin:{t:f.t,r:f.r,b:f.b,l:f.l}},{filterChanged:function(e,n,i){var a=l[e][n],o=i.map((function(t){return t.slice()})),s=\"dimensions[\"+n+\"].constraintrange\",f=r._tracePreGUI[t._fullData[c[e]]._fullInput.uid];if(void 0===f[s]){var h=a.constraintrange;f[s]=h||null}var p=t._fullData[c[e]].dimensions[n];o.length?(1===o.length&&(o=o[0]),a.constraintrange=o,p.constraintrange=o.slice(),o=[o]):(delete a.constraintrange,delete p.constraintrange,o=null);var d={};d[s]=o,t.emit(\"plotly_restyle\",[d,[u[e]]])},hover:function(e){t.emit(\"plotly_hover\",e)},unhover:function(e){t.emit(\"plotly_unhover\",e)},axesMoved:function(e,r){var n=function(t,e){return function(r,n){return o(t,e,r)-o(t,e,n)}}(r,l[e].filter(a));s[e].sort(n),l[e].filter((function(t){return!a(t)})).sort((function(t){return l[e].indexOf(t)})).forEach((function(t){s[e].splice(s[e].indexOf(t),1),s[e].splice(l[e].indexOf(t),0,t)})),t.emit(\"plotly_restyle\",[{dimensions:[s[e]]},[u[e]]])}})}}},{\"../../lib/prepare_regl\":791,\"./helpers\":1155,\"./parcoords\":1159}],1161:[function(t,e,r){\"use strict\";var n=t(\"../../plots/attributes\"),i=t(\"../../plots/domain\").attributes,a=t(\"../../plots/font_attributes\"),o=t(\"../../components/color/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/template_attributes\").texttemplateAttrs,c=t(\"../../lib/extend\").extendFlat,u=a({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});e.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:c({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:c({},u,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:c({},u,{}),outsidetextfont:c({},u,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:c({},u,{}),position:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"plot\"},editType:\"plot\"},domain:i({name:\"pie\",trace:!0,editType:\"calc\"}),hole:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},sort:{valType:\"boolean\",dflt:!0,editType:\"calc\"},direction:{valType:\"enumerated\",values:[\"clockwise\",\"counterclockwise\"],dflt:\"counterclockwise\",editType:\"calc\"},rotation:{valType:\"number\",min:-360,max:360,dflt:0,editType:\"calc\"},pull:{valType:\"number\",min:0,max:1,dflt:0,arrayOk:!0,editType:\"calc\"},_deprecated:{title:{valType:\"string\",dflt:\"\",editType:\"calc\"},titlefont:c({},u,{}),titleposition:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"calc\"}}}},{\"../../components/color/attributes\":642,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/domain\":855,\"../../plots/font_attributes\":856,\"../../plots/template_attributes\":906}],1162:[function(t,e,r){\"use strict\";var n=t(\"../../plots/plots\");r.name=\"pie\",r.plot=function(t,e,i,a){n.plotBasePlot(r.name,t,e,i,a)},r.clean=function(t,e,i,a){n.cleanBasePlot(r.name,t,e,i,a)}},{\"../../plots/plots\":891}],1163:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"tinycolor2\"),a=t(\"../../components/color\"),o={};function s(t){return function(e,r){return!!e&&(!!(e=i(e)).isValid()&&(e=a.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e))}}function l(t,e){var r,n=JSON.stringify(t),a=e[n];if(!a){for(a=t.slice(),r=0;r<t.length;r++)a.push(i(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)a.push(i(t[r]).darken(20).toHexString());e[n]=a}return a}e.exports={calc:function(t,e){var r,i,a=[],o=t._fullLayout,l=o.hiddenlabels||[],c=e.labels,u=e.marker.colors||[],f=e.values,h=e._length,p=e._hasValues&&h;if(e.dlabel)for(c=new Array(h),r=0;r<h;r++)c[r]=String(e.label0+r*e.dlabel);var d={},g=s(o[\"_\"+e.type+\"colormap\"]),m=0,v=!1;for(r=0;r<h;r++){var y,x,b;if(p){if(y=f[r],!n(y))continue;if((y=+y)<0)continue}else y=1;void 0!==(x=c[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=a.length,(b=-1!==l.indexOf(x))||(m+=y),a.push({v:y,label:x,color:g(u[r],x),i:r,pts:[r],hidden:b})):(v=!0,(i=a[_]).v+=y,i.pts.push(r),i.hidden||(m+=y),!1===i.color&&u[r]&&(i.color=g(u[r],x)))}return(\"funnelarea\"===e.type?v:e.sort)&&a.sort((function(t,e){return e.v-t.v})),a[0]&&(a[0].vTotal=m),a},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,i=t.calcdata,a=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(a=l(a,o));for(var c=0,u=0;u<i.length;u++){var f=i[u];if(f[0].trace.type===r)for(var h=0;h<f.length;h++){var p=f[h];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=a[c%a.length],c++))}}},makePullColorFn:s,generateExtendedColors:l}},{\"../../components/color\":643,\"fast-isnumeric\":241,tinycolor2:576}],1164:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"./attributes\"),o=t(\"../../plots/domain\").defaults,s=t(\"../bar/defaults\").handleText;function l(t,e){var r=Array.isArray(t),a=i.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,a?e.length:1/0);if(isFinite(o)||(o=0),o&&a){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return i.coerce(t,e,a,r,n)}var u=l(c(\"labels\"),c(\"values\")),f=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),f){e._length=f,c(\"marker.line.width\")&&c(\"marker.line.color\"),c(\"marker.colors\"),c(\"scalegroup\");var h,p=c(\"text\"),d=c(\"texttemplate\");if(d||(h=c(\"textinfo\",Array.isArray(p)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),d||h&&\"none\"!==h){var g=c(\"textposition\");s(t,e,n,c,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&c(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&c(\"insidetextorientation\")}o(e,n,c);var m=c(\"hole\");if(c(\"title.text\")){var v=c(\"title.position\",m?\"middle center\":\"top center\");m||\"middle center\"!==v||(e.title.position=\"top center\"),i.coerceFont(c,\"title.font\",n.font)}c(\"sort\"),c(\"direction\"),c(\"rotation\"),c(\"pull\")}else e.visible=!1}}},{\"../../lib\":778,\"../../plots/domain\":855,\"../bar/defaults\":925,\"./attributes\":1161,\"fast-isnumeric\":241}],1165:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx/helpers\").appendArrayMultiPointValues;e.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},{\"../../components/fx/helpers\":679}],1166:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");function i(t){return-1!==t.indexOf(\"e\")?t.replace(/[.]?0+e/,\"e\"):-1!==t.indexOf(\".\")?t.replace(/[.]?0+$/,\"\"):t}r.formatPiePercent=function(t,e){var r=i((100*t).toPrecision(3));return n.numSeparate(r,e)+\"%\"},r.formatPieValue=function(t,e){var r=i(t.toPrecision(10));return n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0},r.getRotationAngle=function(t){return(\"auto\"===t?0:t)*Math.PI/180}},{\"../../lib\":778}],1167:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),layoutAttributes:t(\"./layout_attributes\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOne:t(\"./style_one\"),moduleType:\"trace\",name:\"pie\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},{\"./attributes\":1161,\"./base_plot\":1162,\"./calc\":1163,\"./defaults\":1164,\"./layout_attributes\":1168,\"./layout_defaults\":1169,\"./plot\":1170,\"./style\":1171,\"./style_one\":1172}],1168:[function(t,e,r){\"use strict\";e.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{}],1169:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},{\"../../lib\":778,\"./layout_attributes\":1168}],1170:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../plots/plots\"),a=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\"),c=l.strScale,u=l.strTranslate,f=t(\"../../lib/svg_text_utils\"),h=t(\"../bar/uniform_text\"),p=h.recordMinTextSize,d=h.clearMinTextSize,g=t(\"../bar/constants\").TEXTPAD,m=t(\"./helpers\"),v=t(\"./event_data\"),y=t(\"../../lib\").isValidTextValue;function x(t,e,r){var i=r[0],o=i.trace,s=i.cx,c=i.cy;\"_hasHoverLabel\"in o||(o._hasHoverLabel=!1),\"_hasHoverEvent\"in o||(o._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,u=e._fullData[o.index];if(!e._dragging&&!1!==r.hovermode){var f=u.hoverinfo;if(Array.isArray(f)&&(f=a.castHoverinfo({hoverinfo:[m.castOption(f,t.pts)],_module:o._module},r,0)),\"all\"===f&&(f=\"label+text+value+percent+name\"),u.hovertemplate||\"none\"!==f&&\"skip\"!==f&&f){var h=t.rInscribed||0,p=s+t.pxmid[0]*(1-h),d=c+t.pxmid[1]*(1-h),g=r.separators,y=[];if(f&&-1!==f.indexOf(\"label\")&&y.push(t.label),t.text=m.castOption(u.hovertext||u.text,t.pts),f&&-1!==f.indexOf(\"text\")){var x=t.text;l.isValidTextValue(x)&&y.push(x)}t.value=t.v,t.valueLabel=m.formatPieValue(t.v,g),f&&-1!==f.indexOf(\"value\")&&y.push(t.valueLabel),t.percent=t.v/i.vTotal,t.percentLabel=m.formatPiePercent(t.percent,g),f&&-1!==f.indexOf(\"percent\")&&y.push(t.percentLabel);var b=u.hoverlabel,_=b.font;a.loneHover({trace:o,x0:p-h*i.r,x1:p+h*i.r,y:d,text:y.join(\"<br>\"),name:u.hovertemplate||-1!==f.indexOf(\"name\")?u.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:m.castOption(b.bgcolor,t.pts)||t.color,borderColor:m.castOption(b.bordercolor,t.pts),fontFamily:m.castOption(_.family,t.pts),fontSize:m.castOption(_.size,t.pts),fontColor:m.castOption(_.color,t.pts),nameLength:m.castOption(b.namelength,t.pts),textAlign:m.castOption(b.align,t.pts),hovertemplate:m.castOption(u.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[v(t,u)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e}),o._hasHoverLabel=!0}o._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[v(t,u)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,i=e._fullData[o.index],s=n.select(this).datum();o._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[v(s,i)],event:n.event}),o._hasHoverEvent=!1),o._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),o._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,i=e._fullData[o.index];e._dragging||!1===r.hovermode||(e._hoverdata=[v(t,i)],a.click(e,n.event))}))}function b(t,e,r){var n=m.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=m.castOption(t._input.textfont.color,e.pts));var i=m.castOption(t.insidetextfont.family,e.pts)||m.castOption(t.textfont.family,e.pts)||r.family,a=m.castOption(t.insidetextfont.size,e.pts)||m.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:i,size:a}}function _(t,e){for(var r,n,i=0;i<t.length;i++)if((n=(r=t[i][0]).trace).title.text){var a=n.title.text;n._meta&&(a=l.templateString(a,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(a).call(s.font,n.title.font).call(f.convertToTspans,e),c=s.bBox(o.node(),!0);r.titleBox={width:c.width,height:c.height},o.remove()}}function w(t,e,r){var n=r.r||e.rpx1,i=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-i,scale:0,rotate:0,textPosAngle:0};var a,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,c=e.midangle,u=r.trace.insidetextorientation,f=\"horizontal\"===u,h=\"tangential\"===u,p=\"radial\"===u,d=\"auto\"===u,g=[];if(!d){var m,v=function(r,i){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),c=s<l?s:l;(a=\"tan\"===i?k(t,n,o,c,0):T(t,n,o,c,Math.PI/2)).textPosAngle=r,g.push(a)}};if(f||h){for(m=4;m>=-4;m-=2)v(Math.PI*m,\"tan\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+1),\"tan\")}if(f||p){for(m=4;m>=-4;m-=2)v(Math.PI*(m+1.5),\"rad\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+.5),\"rad\")}}if(s||d||f){var y=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/y,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;g.push(a)}(d||p)&&((a=T(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(a)),(d||h)&&((a=k(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(a));for(var x=0,b=0,_=0;_<g.length;_++){var w=g[_].scale;if(b<w&&(b=w,x=_),!d&&b>=1)break}return g[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*g);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:M(a,o/e),rotate:A(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*g);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:M(a,o/e),rotate:A(i+Math.PI/2)}}function M(t,e){return Math.cos(e)-t*e}function A(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function C(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function L(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=P(a),-1!==a.title.position.indexOf(\"top\")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf(\"bottom\")&&(o.y+=(1+i)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),f=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf(\"left\")?(f+=u,o.x-=(1+i)*u,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf(\"center\")?f*=2:-1!==a.title.position.indexOf(\"right\")&&(f+=u,o.x+=(1+i)*u,s.tx-=t.titleBox.width/2),r=f/t.titleBox.width,n=I(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function I(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function P(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function z(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n][0],a=i.trace,o=a.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);a.title.text&&\"middle center\"!==a.title.position&&(l-=I(i,e));var c=s/2,u=l/2;\"funnelarea\"!==a.type||a.scalegroup||(u/=a.aspectratio),i.r=Math.min(c,u)/(1+P(a)),i.cx=e.l+e.w*(a.domain.x[1]+a.domain.x[0])/2,i.cy=e.t+e.h*(1-a.domain.y[0])-l/2,a.title.text&&-1!==a.title.position.indexOf(\"bottom\")&&(i.cy-=I(i,e)),a.scalegroup&&-1===r.indexOf(a.scalegroup)&&r.push(a.scalegroup)}!function(t,e){for(var r,n,i,a=0;a<e.length;a++){var o=1/0,s=e[a];for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var l;if(\"pie\"===i.type)l=r.r*r.r;else if(\"funnelarea\"===i.type){var c,u;i.aspectratio>1?(c=r.r,u=c/i.aspectratio):(u=r.r,c=u*i.aspectratio),c*=(1+i.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var f=o*r.vTotal;\"funnelarea\"===i.type&&(f/=(1+i.baseratio)/2,f/=i.aspectratio),r.r=Math.sqrt(f)}}}(t,r)}function O(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function D(t,e,r){var n=t._fullLayout,i=r.trace,a=i.texttemplate,o=i.textinfo;if(!a&&o&&\"none\"!==o){var s,c=o.split(\"+\"),u=function(t){return-1!==c.indexOf(t)},f=u(\"label\"),h=u(\"text\"),p=u(\"value\"),d=u(\"percent\"),g=n.separators;if(s=f?[e.label]:[],h){var v=m.getFirstFilled(i.text,e.pts);y(v)&&s.push(v)}p&&s.push(m.formatPieValue(e.v,g)),d&&s.push(m.formatPiePercent(e.v/r.vTotal,g)),e.text=s.join(\"<br>\")}if(a){var x=l.castOption(i,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:m.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:m.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,\"customdata\")}}(e),_=m.getFirstFilled(i.text,e.pts);(y(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,i._meta||{})}else e.text=\"\"}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,a=r._size;d(\"pie\",r),_(e,t),z(e,a);var h=l.makeTraceGroups(r._pielayer,e,\"trace\").each((function(e){var h=n.select(this),d=e[0],g=d.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=m.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,c=\"px0\",u=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c=\"px1\",u=\"px0\"}for(n=O(a,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=O(a,s),r.midangle=s,s+=l*r.v/2,n=O(a,s),r.stopangle=s,r[u]=n,r.largeArc=r.v>i.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),h.attr(\"stroke-linejoin\",\"round\"),h.each((function(){var v=n.select(this).selectAll(\"g.slice\").data(e);v.enter().append(\"g\").classed(\"slice\",!0),v.exit().remove();var y=[[[],[]],[[],[]]],_=!1;v.each((function(i,a){if(i.hidden)n.select(this).selectAll(\"path,g\").remove();else{i.pointNumber=i.i,i.curveNumber=g.index,y[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var o=d.cx,c=d.cy,u=n.select(this),h=u.selectAll(\"path.surface\").data([i]);if(h.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),u.call(x,t,e),g.pull){var v=+m.castOption(g.pull,i.pts)||0;v>0&&(o+=v*i.pxmid[0],c+=v*i.pxmid[1])}i.cxFinal=o,i.cyFinal=c;var T=g.hole;if(i.v===d.vTotal){var k=\"M\"+(o+i.px0[0])+\",\"+(c+i.px0[1])+L(i.px0,i.pxmid,!0,1)+L(i.pxmid,i.px0,!0,1)+\"Z\";T?h.attr(\"d\",\"M\"+(o+T*i.px0[0])+\",\"+(c+T*i.px0[1])+L(i.px0,i.pxmid,!1,T)+L(i.pxmid,i.px0,!1,T)+\"Z\"+k):h.attr(\"d\",k)}else{var M=L(i.px0,i.px1,!0,1);if(T){var A=1-T;h.attr(\"d\",\"M\"+(o+T*i.px1[0])+\",\"+(c+T*i.px1[1])+L(i.px1,i.px0,!1,T)+\"l\"+A*i.px0[0]+\",\"+A*i.px0[1]+M+\"Z\")}else h.attr(\"d\",\"M\"+o+\",\"+c+\"l\"+i.px0[0]+\",\"+i.px0[1]+M+\"Z\")}D(t,i,d);var S=m.castOption(g.textposition,i.pts),E=u.selectAll(\"g.slicetext\").data(i.text&&\"none\"!==S?[0]:[]);E.enter().append(\"g\").classed(\"slicetext\",!0),E.exit().remove(),E.each((function(){var u=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),h=l.ensureUniformFontSize(t,\"outside\"===S?function(t,e,r){var n=m.castOption(t.outsidetextfont.color,e.pts)||m.castOption(t.textfont.color,e.pts)||r.color,i=m.castOption(t.outsidetextfont.family,e.pts)||m.castOption(t.textfont.family,e.pts)||r.family,a=m.castOption(t.outsidetextfont.size,e.pts)||m.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:i,size:a}}(g,i,r.font):b(g,i,r.font));u.text(i.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,h).call(f.convertToTspans,t);var v,y=s.bBox(u.node());if(\"outside\"===S)v=C(y,i);else if(v=w(y,i,d),\"auto\"===S&&v.scale<1){var x=l.ensureUniformFontSize(t,g.outsidetextfont);u.call(s.font,x),v=C(y=s.bBox(u.node()),i)}var T=v.textPosAngle,k=void 0===T?i.pxmid:O(d.r,T);if(v.targetX=o+k[0]*v.rCenter+(v.x||0),v.targetY=c+k[1]*v.rCenter+(v.y||0),R(v,y),v.outside){var M=v.targetY;i.yLabelMin=M-y.height/2,i.yLabelMid=M,i.yLabelMax=M+y.height/2,i.labelExtraX=0,i.labelExtraY=0,_=!0}v.fontSize=h.size,p(g.type,v,r),e[a].transform=v,u.attr(\"transform\",l.getTextTransform(v))}))}function L(t,e,r,n){var a=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*d.r+\",\"+n*d.r+\" 0 \"+i.largeArc+(r?\" 1 \":\" 0 \")+a+\",\"+o}}));var T=n.select(this).selectAll(\"g.titletext\").data(g.title.text?[0]:[]);if(T.enter().append(\"g\").classed(\"titletext\",!0),T.exit().remove(),T.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),i=g.title.text;g._meta&&(i=l.templateString(i,g._meta)),r.text(i).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,g.title.font).call(f.convertToTspans,t),e=\"middle center\"===g.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(d):L(d,a),r.attr(\"transform\",u(e.x,e.y)+c(Math.min(1,e.scale))+u(e.tx,e.ty))})),_&&function(t,e){var r,n,i,a,o,s,l,c,u,f,h,p,d;function g(t,e){return t.pxmid[1]-e.pxmid[1]}function v(t,e){return e.pxmid[1]-t.pxmid[1]}function y(t,r){r||(r={});var i,c,u,h,p=r.labelExtraY+(n?r.yLabelMax:r.yLabelMin),d=n?t.yLabelMin:t.yLabelMax,g=n?t.yLabelMax:t.yLabelMin,v=t.cyFinal+o(t.px0[1],t.px1[1]),y=p-d;if(y*l>0&&(t.labelExtraY=y),Array.isArray(e.pull))for(c=0;c<f.length;c++)(u=f[c])===t||(m.castOption(e.pull,t.pts)||0)>=(m.castOption(e.pull,u.pts)||0)||((t.pxmid[1]-u.pxmid[1])*l>0?(y=u.cyFinal+o(u.px0[1],u.px1[1])-d-t.labelExtraY)*l>0&&(t.labelExtraY+=y):(g+t.labelExtraY-v)*l>0&&(i=3*s*Math.abs(c-f.indexOf(t)),(h=u.cxFinal+a(u.px0[0],u.px1[0])+i-(t.cxFinal+t.pxmid[0])-t.labelExtraX)*s>0&&(t.labelExtraX+=h)))}for(n=0;n<2;n++)for(i=n?g:v,o=n?Math.max:Math.min,l=n?1:-1,r=0;r<2;r++){for(a=r?Math.max:Math.min,s=r?1:-1,(c=t[n][r]).sort(i),u=t[1-n][r],f=u.concat(c),p=[],h=0;h<c.length;h++)void 0!==c[h].yLabelMid&&p.push(c[h]);for(d=!1,h=0;n&&h<u.length;h++)if(void 0!==u[h].yLabelMid){d=u[h];break}for(h=0;h<p.length;h++){var x=h&&p[h-1];d&&!h&&(x=d),y(p[h],x)}}}(y,g),function(t,e){t.each((function(t){var r=n.select(this);if(t.labelExtraX||t.labelExtraY){var i=r.select(\"g.slicetext text\");t.transform.targetX+=t.labelExtraX,t.transform.targetY+=t.labelExtraY,i.attr(\"transform\",l.getTextTransform(t.transform));var a=t.cxFinal+t.pxmid[0],s=\"M\"+a+\",\"+(t.cyFinal+t.pxmid[1]),c=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var u=t.labelExtraX*t.pxmid[1]/t.pxmid[0],f=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);Math.abs(u)>Math.abs(f)?s+=\"l\"+f*t.pxmid[0]/t.pxmid[1]+\",\"+f+\"H\"+(a+t.labelExtraX+c):s+=\"l\"+t.labelExtraX+\",\"+u+\"v\"+(f-u)+\"h\"+c}else s+=\"V\"+(t.yLabelMid+t.labelExtraY)+\"h\"+c;l.ensureSingle(r,\"path\",\"textline\").call(o.stroke,e.outsidetextfont.color).attr({\"stroke-width\":Math.min(2,e.outsidetextfont.size/8),d:s,fill:\"none\"})}else r.select(\"path.textline\").remove()}))}(v,g),_&&g.automargin){var k=s.bBox(h.node()),M=g.domain,A=a.w*(M.x[1]-M.x[0]),S=a.h*(M.y[1]-M.y[0]),E=(.5*A-d.r)/a.w,I=(.5*S-d.r)/a.h;i.autoMargin(t,\"pie.\"+g.uid+\".automargin\",{xl:M.x[0]-E,xr:M.x[1]+E,yb:M.y[0]-I,yt:M.y[1]+I,l:Math.max(d.cx-d.r-k.left,0),r:Math.max(k.right-(d.cx+d.r),0),b:Math.max(k.bottom-(d.cy+d.r),0),t:Math.max(d.cy-d.r-k.top,0),pad:5})}}))}));setTimeout((function(){h.selectAll(\"tspan\").each((function(){var t=n.select(this);t.attr(\"dy\")&&t.attr(\"dy\",t.attr(\"dy\"))}))}),0)},formatSliceLabel:D,transformInsideText:w,determineInsideTextFont:b,positionTitleOutside:L,prerenderTitles:_,layoutAreas:z,attachFxHandlers:x,computeTransform:R}},{\"../../components/color\":643,\"../../components/drawing\":665,\"../../components/fx\":683,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../../plots/plots\":891,\"../bar/constants\":923,\"../bar/uniform_text\":937,\"./event_data\":1165,\"./helpers\":1166,d3:169}],1171:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"./style_one\"),a=t(\"../bar/uniform_text\").resizeText;e.exports=function(t){var e=t._fullLayout._pielayer.selectAll(\".trace\");a(t,e,\"pie\"),e.each((function(t){var e=t[0].trace,r=n.select(this);r.style({opacity:e.opacity}),r.selectAll(\"path.surface\").each((function(t){n.select(this).call(i,t,e)}))}))}},{\"../bar/uniform_text\":937,\"./style_one\":1172,d3:169}],1172:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"./helpers\").castOption;e.exports=function(t,e,r){var a=r.marker.line,o=i(a.color,e.pts)||n.defaultLine,s=i(a.width,e.pts)||0;t.style(\"stroke-width\",s).call(n.fill,e.color).call(n.stroke,o)}},{\"../../components/color\":643,\"./helpers\":1166}],1173:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\");e.exports={x:n.x,y:n.y,xy:{valType:\"data_array\",editType:\"calc\"},indices:{valType:\"data_array\",editType:\"calc\"},xbounds:{valType:\"data_array\",editType:\"calc\"},ybounds:{valType:\"data_array\",editType:\"calc\"},text:n.text,marker:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,arrayOk:!1,editType:\"calc\"},blend:{valType:\"boolean\",dflt:null,editType:\"calc\"},sizemin:{valType:\"number\",min:.1,max:2,dflt:.5,editType:\"calc\"},sizemax:{valType:\"number\",min:.1,dflt:20,editType:\"calc\"},border:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},arearatio:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},editType:\"calc\"},editType:\"calc\"},transforms:void 0}},{\"../scatter/attributes\":1187}],1174:[function(t,e,r){\"use strict\";var n=t(\"gl-pointcloud2d\"),i=t(\"../../lib/str2rgbarray\"),a=t(\"../../plots/cartesian/autorange\").findExtremes,o=t(\"../scatter/get_trace_color\");function s(t,e){this.scene=t,this.uid=e,this.type=\"pointcloud\",this.pickXData=[],this.pickYData=[],this.xData=[],this.yData=[],this.textLabels=[],this.color=\"rgb(0, 0, 0)\",this.name=\"\",this.hoverinfo=\"all\",this.idToIndex=new Int32Array(0),this.bounds=[0,0,0,0],this.pointcloudOptions={positions:new Float32Array(0),idToIndex:this.idToIndex,sizemin:.5,sizemax:12,color:[0,0,0,1],areaRatio:1,borderColor:[0,0,0,1]},this.pointcloud=n(t.glplot,this.pointcloudOptions),this.pointcloud._trace=this}var l=s.prototype;l.handlePick=function(t){var e=this.idToIndex[t.pointId];return{trace:this,dataCoord:t.dataCoord,traceCoord:this.pickXYData?[this.pickXYData[2*e],this.pickXYData[2*e+1]]:[this.pickXData[e],this.pickYData[e]],textLabel:Array.isArray(this.textLabels)?this.textLabels[e]:this.textLabels,color:this.color,name:this.name,pointIndex:e,hoverinfo:this.hoverinfo}},l.update=function(t){this.index=t.index,this.textLabels=t.text,this.name=t.name,this.hoverinfo=t.hoverinfo,this.bounds=[1/0,1/0,-1/0,-1/0],this.updateFast(t),this.color=o(t,{})},l.updateFast=function(t){var e,r,n,o,s,l,c=this.xData=this.pickXData=t.x,u=this.yData=this.pickYData=t.y,f=this.pickXYData=t.xy,h=t.xbounds&&t.ybounds,p=t.indices,d=this.bounds;if(f){if(n=f,e=f.length>>>1,h)d[0]=t.xbounds[0],d[2]=t.xbounds[1],d[1]=t.ybounds[0],d[3]=t.ybounds[1];else for(l=0;l<e;l++)o=n[2*l],s=n[2*l+1],o<d[0]&&(d[0]=o),o>d[2]&&(d[2]=o),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);if(p)r=p;else for(r=new Int32Array(e),l=0;l<e;l++)r[l]=l}else for(e=c.length,n=new Float32Array(2*e),r=new Int32Array(e),l=0;l<e;l++)o=c[l],s=u[l],r[l]=l,n[2*l]=o,n[2*l+1]=s,o<d[0]&&(d[0]=o),o>d[2]&&(d[2]=o),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);this.idToIndex=r,this.pointcloudOptions.idToIndex=r,this.pointcloudOptions.positions=n;var g=i(t.marker.color),m=i(t.marker.border.color),v=t.opacity*t.marker.opacity;g[3]*=v,this.pointcloudOptions.color=g;var y=t.marker.blend;if(null===y){y=c.length<100||u.length<100}this.pointcloudOptions.blend=y,m[3]*=v,this.pointcloudOptions.borderColor=m;var x=t.marker.sizemin,b=Math.max(t.marker.sizemax,t.marker.sizemin);this.pointcloudOptions.sizeMin=x,this.pointcloudOptions.sizeMax=b,this.pointcloudOptions.areaRatio=t.marker.border.arearatio,this.pointcloud.update(this.pointcloudOptions);var _=this.scene.xaxis,w=this.scene.yaxis,T=b/2||.5;t._extremes[_._id]=a(_,[d[0],d[2]],{ppad:T}),t._extremes[w._id]=a(w,[d[1],d[3]],{ppad:T})},l.dispose=function(){this.pointcloud.dispose()},e.exports=function(t,e){var r=new s(t,e.uid);return r.update(e),r}},{\"../../lib/str2rgbarray\":802,\"../../plots/cartesian/autorange\":827,\"../scatter/get_trace_color\":1197,\"gl-pointcloud2d\":324}],1175:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./attributes\");e.exports=function(t,e,r){function a(r,a){return n.coerce(t,e,i,r,a)}a(\"x\"),a(\"y\"),a(\"xbounds\"),a(\"ybounds\"),t.xy&&t.xy instanceof Float32Array&&(e.xy=t.xy),t.indices&&t.indices instanceof Int32Array&&(e.indices=t.indices),a(\"text\"),a(\"marker.color\",r),a(\"marker.opacity\"),a(\"marker.blend\"),a(\"marker.sizemin\"),a(\"marker.sizemax\"),a(\"marker.border.color\",r),a(\"marker.border.arearatio\"),e._length=null}},{\"../../lib\":778,\"./attributes\":1173}],1176:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"../scatter3d/calc\"),plot:t(\"./convert\"),moduleType:\"trace\",name:\"pointcloud\",basePlotModule:t(\"../../plots/gl2d\"),categories:[\"gl\",\"gl2d\",\"showLegend\"],meta:{}}},{\"../../plots/gl2d\":868,\"../scatter3d/calc\":1216,\"./attributes\":1173,\"./convert\":1174,\"./defaults\":1175}],1177:[function(t,e,r){\"use strict\";var n=t(\"../../plots/font_attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../components/color/attributes\"),o=t(\"../../components/fx/attributes\"),s=t(\"../../plots/domain\").attributes,l=t(\"../../plots/template_attributes\").hovertemplateAttrs,c=t(\"../../components/colorscale/attributes\"),u=t(\"../../plot_api/plot_template\").templatedArray,f=t(\"../../lib/extend\").extendFlat,h=t(\"../../plot_api/edit_types\").overrideAll;t(\"../../constants/docs\").FORMAT_LINK;(e.exports=h({hoverinfo:f({},i.hoverinfo,{flags:[],arrayOk:!1}),hoverlabel:o.hoverlabel,domain:s({name:\"sankey\",trace:!0}),orientation:{valType:\"enumerated\",values:[\"v\",\"h\"],dflt:\"h\"},valueformat:{valType:\"string\",dflt:\".3s\"},valuesuffix:{valType:\"string\",dflt:\"\"},arrangement:{valType:\"enumerated\",values:[\"snap\",\"perpendicular\",\"freeform\",\"fixed\"],dflt:\"snap\"},textfont:n({}),customdata:void 0,node:{label:{valType:\"data_array\",dflt:[]},groups:{valType:\"info_array\",impliedEdits:{x:[],y:[]},dimensions:2,freeLength:!0,dflt:[],items:{valType:\"number\",editType:\"calc\"}},x:{valType:\"data_array\",dflt:[]},y:{valType:\"data_array\",dflt:[]},color:{valType:\"color\",arrayOk:!0},customdata:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:a.defaultLine,arrayOk:!0},width:{valType:\"number\",min:0,dflt:.5,arrayOk:!0}},pad:{valType:\"number\",arrayOk:!1,min:0,dflt:20},thickness:{valType:\"number\",arrayOk:!1,min:1,dflt:20},hoverinfo:{valType:\"enumerated\",values:[\"all\",\"none\",\"skip\"],dflt:\"all\"},hoverlabel:o.hoverlabel,hovertemplate:l({},{keys:[\"value\",\"label\"]})},link:{label:{valType:\"data_array\",dflt:[]},color:{valType:\"color\",arrayOk:!0},customdata:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:a.defaultLine,arrayOk:!0},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0}},source:{valType:\"data_array\",dflt:[]},target:{valType:\"data_array\",dflt:[]},value:{valType:\"data_array\",dflt:[]},hoverinfo:{valType:\"enumerated\",values:[\"all\",\"none\",\"skip\"],dflt:\"all\"},hoverlabel:o.hoverlabel,hovertemplate:l({},{keys:[\"value\",\"label\"]}),colorscales:u(\"concentrationscales\",{editType:\"calc\",label:{valType:\"string\",editType:\"calc\",dflt:\"\"},cmax:{valType:\"number\",editType:\"calc\",dflt:1},cmin:{valType:\"number\",editType:\"calc\",dflt:0},colorscale:f(c().colorscale,{dflt:[[0,\"white\"],[1,\"black\"]]})})}},\"calc\",\"nested\")).transforms=void 0},{\"../../components/color/attributes\":642,\"../../components/colorscale/attributes\":650,\"../../components/fx/attributes\":674,\"../../constants/docs\":748,\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../../plot_api/plot_template\":817,\"../../plots/attributes\":824,\"../../plots/domain\":855,\"../../plots/font_attributes\":856,\"../../plots/template_attributes\":906}],1178:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"../../plots/get_data\").getModuleCalcData,a=t(\"./plot\"),o=t(\"../../components/fx/layout_attributes\"),s=t(\"../../lib/setcursor\"),l=t(\"../../components/dragelement\"),c=t(\"../../plots/cartesian/select\").prepSelect,u=t(\"../../lib\"),f=t(\"../../registry\");function h(t,e){var r=t._fullData[e],n=t._fullLayout,i=n.dragmode,a=\"pan\"===n.dragmode?\"move\":\"crosshair\",o=r._bgRect;if(\"pan\"!==i&&\"zoom\"!==i){s(o,a);var h={_id:\"x\",c2p:u.identity,_offset:r._sankey.translateX,_length:r._sankey.width},p={_id:\"y\",c2p:u.identity,_offset:r._sankey.translateY,_length:r._sankey.height},d={gd:t,element:o.node(),plotinfo:{id:e,xaxis:h,yaxis:p,fillRangeItems:u.noop},subplot:e,xaxes:[h],yaxes:[p],doneFnCompleted:function(r){var n,i=t._fullData[e],a=i.node.groups.slice(),o=[];function s(t){for(var e=i._sankey.graph.nodes,r=0;r<e.length;r++)if(e[r].pointNumber===t)return e[r]}for(var l=0;l<r.length;l++){var c=s(r[l].pointNumber);if(c)if(c.group){for(var u=0;u<c.childrenNodes.length;u++)o.push(c.childrenNodes[u].pointNumber);a[c.pointNumber-i.node._count]=!1}else o.push(c.pointNumber)}n=a.filter(Boolean).concat([o]),f.call(\"_guiRestyle\",t,{\"node.groups\":[n]},e)},prepFn:function(t,e,r){c(t,e,r,d,i)}};l.init(d)}}r.name=\"sankey\",r.baseLayoutAttrOverrides=n({hoverlabel:o.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){var e=i(t.calcdata,\"sankey\")[0];a(t,e),r.updateFx(t)},r.clean=function(t,e,r,n){var i=n._has&&n._has(\"sankey\"),a=e._has&&e._has(\"sankey\");i&&!a&&(n._paperdiv.selectAll(\".sankey\").remove(),n._paperdiv.selectAll(\".bgsankey\").remove())},r.updateFx=function(t){for(var e=0;e<t._fullData.length;e++)h(t,e)}},{\"../../components/dragelement\":662,\"../../components/fx/layout_attributes\":684,\"../../lib\":778,\"../../lib/setcursor\":799,\"../../plot_api/edit_types\":810,\"../../plots/cartesian/select\":847,\"../../plots/get_data\":865,\"../../registry\":911,\"./plot\":1183}],1179:[function(t,e,r){\"use strict\";var n=t(\"strongly-connected-components\"),i=t(\"../../lib\"),a=t(\"../../lib/gup\").wrap,o=i.isArrayOrTypedArray,s=i.isIndex,l=t(\"../../components/colorscale\");function c(t){var e,r=t.node,a=t.link,c=[],u=o(a.color),f=o(a.customdata),h={},p={},d=a.colorscales.length;for(e=0;e<d;e++){var g=a.colorscales[e],m=l.extractScale(g,{cLetter:\"c\"}),v=l.makeColorScaleFunc(m);p[g.label]=v}var y=0;for(e=0;e<a.value.length;e++)a.source[e]>y&&(y=a.source[e]),a.target[e]>y&&(y=a.target[e]);var x,b=y+1;t.node._count=b;var _=t.node.groups,w={};for(e=0;e<_.length;e++){var T=_[e];for(x=0;x<T.length;x++){var k=T[x],M=b+e;w.hasOwnProperty(k)?i.warn(\"Node \"+k+\" is already part of a group.\"):w[k]=M}}var A={source:[],target:[]};for(e=0;e<a.value.length;e++){var S=a.value[e],E=a.source[e],C=a.target[e];if(S>0&&s(E,b)&&s(C,b)&&(!w.hasOwnProperty(E)||!w.hasOwnProperty(C)||w[E]!==w[C])){w.hasOwnProperty(C)&&(C=w[C]),w.hasOwnProperty(E)&&(E=w[E]),C=+C,h[E=+E]=h[C]=!0;var L=\"\";a.label&&a.label[e]&&(L=a.label[e]);var I=null;L&&p.hasOwnProperty(L)&&(I=p[L]),c.push({pointNumber:e,label:L,color:u?a.color[e]:a.color,customdata:f?a.customdata[e]:a.customdata,concentrationscale:I,source:E,target:C,value:+S}),A.source.push(E),A.target.push(C)}}var P=b+_.length,z=o(r.color),O=o(r.customdata),D=[];for(e=0;e<P;e++)if(h[e]){var R=r.label[e];D.push({group:e>b-1,childrenNodes:[],pointNumber:e,label:R,color:z?r.color[e]:r.color,customdata:O?r.customdata[e]:r.customdata})}var F=!1;return function(t,e,r){for(var a=i.init2dArray(t,0),o=0;o<Math.min(e.length,r.length);o++)if(i.isIndex(e[o],t)&&i.isIndex(r[o],t)){if(e[o]===r[o])return!0;a[e[o]].push(r[o])}return n(a).components.some((function(t){return t.length>1}))}(P,A.source,A.target)&&(F=!0),{circular:F,links:c,nodes:D,groups:_,groupLookup:w}}e.exports=function(t,e){var r=c(e);return a({circular:r.circular,_nodes:r.nodes,_links:r.links,_groups:r.groups,_groupLookup:r.groupLookup})}},{\"../../components/colorscale\":655,\"../../lib\":778,\"../../lib/gup\":775,\"strongly-connected-components\":569}],1180:[function(t,e,r){\"use strict\";e.exports={nodeTextOffsetHorizontal:4,nodeTextOffsetVertical:3,nodePadAcross:10,sankeyIterations:50,forceIterations:5,forceTicksPerFrame:10,duration:500,ease:\"linear\",cn:{sankey:\"sankey\",sankeyLinks:\"sankey-links\",sankeyLink:\"sankey-link\",sankeyNodeSet:\"sankey-node-set\",sankeyNode:\"sankey-node\",nodeRect:\"node-rect\",nodeCapture:\"node-capture\",nodeCentered:\"node-entered\",nodeLabelGuide:\"node-label-guide\",nodeLabel:\"node-label\",nodeLabelTextPath:\"node-label-text-path\"}}},{}],1181:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./attributes\"),a=t(\"../../components/color\"),o=t(\"tinycolor2\"),s=t(\"../../plots/domain\").defaults,l=t(\"../../components/fx/hoverlabel_defaults\"),c=t(\"../../plot_api/plot_template\"),u=t(\"../../plots/array_container_defaults\");function f(t,e){function r(r,a){return n.coerce(t,e,i.link.colorscales,r,a)}r(\"label\"),r(\"cmin\"),r(\"cmax\"),r(\"colorscale\")}e.exports=function(t,e,r,h){function p(r,a){return n.coerce(t,e,i,r,a)}var d=n.extendDeep(h.hoverlabel,t.hoverlabel),g=t.node,m=c.newContainer(e,\"node\");function v(t,e){return n.coerce(g,m,i.node,t,e)}v(\"label\"),v(\"groups\"),v(\"x\"),v(\"y\"),v(\"pad\"),v(\"thickness\"),v(\"line.color\"),v(\"line.width\"),v(\"hoverinfo\",t.hoverinfo),l(g,m,v,d),v(\"hovertemplate\");var y=h.colorway;v(\"color\",m.label.map((function(t,e){return a.addOpacity(function(t){return y[t%y.length]}(e),.8)}))),v(\"customdata\");var x=t.link||{},b=c.newContainer(e,\"link\");function _(t,e){return n.coerce(x,b,i.link,t,e)}_(\"label\"),_(\"source\"),_(\"target\"),_(\"value\"),_(\"line.color\"),_(\"line.width\"),_(\"hoverinfo\",t.hoverinfo),l(x,b,_,d),_(\"hovertemplate\");var w,T=o(h.paper_bgcolor).getLuminance()<.333?\"rgba(255, 255, 255, 0.6)\":\"rgba(0, 0, 0, 0.2)\";_(\"color\",n.repeat(T,b.value.length)),_(\"customdata\"),u(x,b,{name:\"colorscales\",handleItemDefaults:f}),s(e,h,p),p(\"orientation\"),p(\"valueformat\"),p(\"valuesuffix\"),m.x.length&&m.y.length&&(w=\"freeform\"),p(\"arrangement\",w),n.coerceFont(p,\"textfont\",n.extendFlat({},h.font)),e._length=null}},{\"../../components/color\":643,\"../../components/fx/hoverlabel_defaults\":681,\"../../lib\":778,\"../../plot_api/plot_template\":817,\"../../plots/array_container_defaults\":823,\"../../plots/domain\":855,\"./attributes\":1177,tinycolor2:576}],1182:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),moduleType:\"trace\",name:\"sankey\",basePlotModule:t(\"./base_plot\"),selectPoints:t(\"./select.js\"),categories:[\"noOpacity\"],meta:{}}},{\"./attributes\":1177,\"./base_plot\":1178,\"./calc\":1179,\"./defaults\":1181,\"./plot\":1183,\"./select.js\":1185}],1183:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"./render\"),a=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=t(\"../../lib\"),l=t(\"./constants\").cn,c=s._;function u(t){return\"\"!==t}function f(t,e){return t.filter((function(t){return t.key===e.traceId}))}function h(t,e){n.select(t).select(\"path\").style(\"fill-opacity\",e),n.select(t).select(\"rect\").style(\"fill-opacity\",e)}function p(t){n.select(t).select(\"text.name\").style(\"fill\",\"black\")}function d(t){return function(e){return-1!==t.node.sourceLinks.indexOf(e.link)||-1!==t.node.targetLinks.indexOf(e.link)}}function g(t){return function(e){return-1!==e.node.sourceLinks.indexOf(t.link)||-1!==e.node.targetLinks.indexOf(t.link)}}function m(t,e,r){e&&r&&f(r,e).selectAll(\".\"+l.sankeyLink).filter(d(e)).call(y.bind(0,e,r,!1))}function v(t,e,r){e&&r&&f(r,e).selectAll(\".\"+l.sankeyLink).filter(d(e)).call(x.bind(0,e,r,!1))}function y(t,e,r,n){var i=n.datum().link.label;n.style(\"fill-opacity\",(function(t){if(!t.link.concentrationscale)return.4})),i&&f(e,t).selectAll(\".\"+l.sankeyLink).filter((function(t){return t.link.label===i})).style(\"fill-opacity\",(function(t){if(!t.link.concentrationscale)return.4})),r&&f(e,t).selectAll(\".\"+l.sankeyNode).filter(g(t)).call(m)}function x(t,e,r,n){var i=n.datum().link.label;n.style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})),i&&f(e,t).selectAll(\".\"+l.sankeyLink).filter((function(t){return t.link.label===i})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})),r&&f(e,t).selectAll(l.sankeyNode).filter(g(t)).call(v)}function b(t,e){var r=t.hoverlabel||{},n=s.nestedProperty(r,e).get();return!Array.isArray(n)&&n}e.exports=function(t,e){for(var r=t._fullLayout,s=r._paper,f=r._size,d=0;d<t._fullData.length;d++)if(t._fullData[d].visible&&t._fullData[d].type===l.sankey&&!t._fullData[d]._viewInitial){var g=t._fullData[d].node;t._fullData[d]._viewInitial={node:{groups:g.groups.slice(),x:g.x.slice(),y:g.y.slice()}}}var _=c(t,\"source:\")+\" \",w=c(t,\"target:\")+\" \",T=c(t,\"concentration:\")+\" \",k=c(t,\"incoming flow count:\")+\" \",M=c(t,\"outgoing flow count:\")+\" \";i(t,s,e,{width:f.w,height:f.h,margin:{t:f.t,r:f.r,b:f.b,l:f.l}},{linkEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(y.bind(0,r,i,!0)),\"skip\"!==r.link.trace.link.hoverinfo&&(r.link.fullData=r.link.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.link]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var s=i.link.trace.link;if(\"none\"!==s.hoverinfo&&\"skip\"!==s.hoverinfo){for(var l=[],c=0,f=0;f<i.flow.links.length;f++){var d=i.flow.links[f];if(\"closest\"!==t._fullLayout.hovermode||i.link.pointNumber===d.pointNumber){i.link.pointNumber===d.pointNumber&&(c=f),d.fullData=d.trace,s=i.link.trace.link;var g=v(d),m={valueLabel:n.format(i.valueFormat)(d.value)+i.valueSuffix};l.push({x:g[0],y:g[1],name:m.valueLabel,text:[d.label||\"\",_+d.source.label,w+d.target.label,d.concentrationscale?T+n.format(\"%0.2f\")(d.flow.labelConcentration):\"\"].filter(u).join(\"<br>\"),color:b(s,\"bgcolor\")||o.addOpacity(d.color,1),borderColor:b(s,\"bordercolor\"),fontFamily:b(s,\"font.family\"),fontSize:b(s,\"font.size\"),fontColor:b(s,\"font.color\"),nameLength:b(s,\"namelength\"),textAlign:b(s,\"align\"),idealAlign:n.event.x<g[0]?\"right\":\"left\",hovertemplate:s.hovertemplate,hovertemplateLabels:m,eventData:[d]})}}a.loneHover(l,{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t,anchorIndex:c}).each((function(){i.link.concentrationscale||h(this,.65),p(this)}))}}function v(t){var e,r;t.circular?(e=(t.circularPathData.leftInnerExtent+t.circularPathData.rightInnerExtent)/2,r=t.circularPathData.verticalFullExtent):(e=(t.source.x1+t.target.x0)/2,r=(t.y0+t.y1)/2);var n=[e,r];return\"v\"===t.trace.orientation&&n.reverse(),n[0]+=i.parent.translateX,n[1]+=i.parent.translateY,n}},unhover:function(e,i,o){!1!==t._fullLayout.hovermode&&(n.select(e).call(x.bind(0,i,o,!0)),\"skip\"!==i.link.trace.link.hoverinfo&&(i.link.fullData=i.link.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.link]})),a.loneUnhover(r._hoverlayer.node()))},select:function(e,r){var i=r.link;i.originalEvent=n.event,t._hoverdata=[i],a.click(t,{target:!0})}},nodeEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(m,r,i),\"skip\"!==r.node.trace.node.hoverinfo&&(r.node.fullData=r.node.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.node]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.node.trace.node;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){var s=n.select(e).select(\".\"+l.nodeRect),c=t._fullLayout._paperdiv.node().getBoundingClientRect(),f=s.node().getBoundingClientRect(),d=f.left-2-c.left,g=f.right+2-c.left,m=f.top+f.height/4-c.top,v={valueLabel:n.format(i.valueFormat)(i.node.value)+i.valueSuffix};i.node.fullData=i.node.trace,t._fullLayout._calcInverseTransform(t);var y=t._fullLayout._invScaleX,x=t._fullLayout._invScaleY,_=a.loneHover({x0:y*d,x1:y*g,y:x*m,name:n.format(i.valueFormat)(i.node.value)+i.valueSuffix,text:[i.node.label,k+i.node.targetLinks.length,M+i.node.sourceLinks.length].filter(u).join(\"<br>\"),color:b(o,\"bgcolor\")||i.tinyColorHue,borderColor:b(o,\"bordercolor\"),fontFamily:b(o,\"font.family\"),fontSize:b(o,\"font.size\"),fontColor:b(o,\"font.color\"),nameLength:b(o,\"namelength\"),textAlign:b(o,\"align\"),idealAlign:\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:v,eventData:[i.node]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t});h(_,.85),p(_)}}},unhover:function(e,i,o){!1!==t._fullLayout.hovermode&&(n.select(e).call(v,i,o),\"skip\"!==i.node.trace.node.hoverinfo&&(i.node.fullData=i.node.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.node]})),a.loneUnhover(r._hoverlayer.node()))},select:function(e,r,i){var o=r.node;o.originalEvent=n.event,t._hoverdata=[o],n.select(e).call(v,r,i),a.click(t,{target:!0})}}})}},{\"../../components/color\":643,\"../../components/fx\":683,\"../../lib\":778,\"./constants\":1180,\"./render\":1184,d3:169}],1184:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),i=t(\"d3\"),a=t(\"tinycolor2\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"@plotly/d3-sankey\"),c=t(\"@plotly/d3-sankey-circular\"),u=t(\"d3-force\"),f=t(\"../../lib\"),h=f.strTranslate,p=t(\"../../lib/gup\"),d=p.keyFun,g=p.repeat,m=p.unwrap,v=t(\"d3-interpolate\").interpolateNumber,y=t(\"../../registry\");function x(t,e,r){var i,o=m(e),s=o.trace,u=s.domain,h=\"h\"===s.orientation,p=s.node.pad,d=s.node.thickness,g=t.width*(u.x[1]-u.x[0]),v=t.height*(u.y[1]-u.y[0]),y=o._nodes,x=o._links,b=o.circular;(i=b?c.sankeyCircular().circularLinkGap(0):l.sankey()).iterations(n.sankeyIterations).size(h?[g,v]:[v,g]).nodeWidth(d).nodePadding(p).nodeId((function(t){return t.pointNumber})).nodes(y).links(x);var _,w,T,k=i();for(var M in i.nodePadding()<p&&f.warn(\"node.pad was reduced to \",i.nodePadding(),\" to fit within the figure.\"),o._groupLookup){var A,S=parseInt(o._groupLookup[M]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){A=k.nodes[_];break}if(A){var E={pointNumber:parseInt(M),x0:A.x0,x1:A.x1,y0:A.y0,y1:A.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),A.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+\":\"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var i=Object.keys(n);for(w=0;w<i.length;w++){var o=n[t=i[w]],s=0,l={};for(T=0;T<o.length;T++)l[(e=o[T]).label]||(l[e.label]=0),l[e.label]+=e.value,s+=e.value;for(T=0;T<o.length;T++)(e=o[T]).flow={value:s,labelConcentration:l[e.label]/s,concentration:e.value/s,links:o},e.concentrationscale&&(e.color=a(e.concentrationscale(e.flow.labelConcentration)))}var c=0;for(w=0;w<r.sourceLinks.length;w++)c+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/c;var u=0;for(w=0;w<r.targetLinks.length;w++)u+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/u}}(),s.node.x.length&&s.node.y.length){for(_=0;_<Math.min(s.node.x.length,s.node.y.length,k.nodes.length);_++)if(s.node.x[_]&&s.node.y[_]){var C=[s.node.x[_]*g,s.node.y[_]*v];k.nodes[_].x0=C[0]-d/2,k.nodes[_].x1=C[0]+d/2;var L=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=C[1]-L/2,k.nodes[_].y1=C[1]+L/2}if(\"snap\"===s.arrangement)!function(t){t.forEach((function(t){var e,r,n,i=0,a=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<a;++n)(e=t[n]).y0>=i||(r=i-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),i=e.y1+p}))}(function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),i=[],a=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(a+=1,e=s.x0),o=s.x0,i[a]||(i[a]=[]),i[a].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return i}(y=k.nodes));i.update(k)}return{circular:b,key:r,trace:s,guid:f.randstr(),horizontal:h,width:g,height:v,nodePad:s.node.pad,nodeLineColor:s.node.line.color,nodeLineWidth:s.node.line.width,linkLineColor:s.link.line.color,linkLineWidth:s.link.line.width,valueFormat:s.valueformat,valueSuffix:s.valuesuffix,textFont:s.textfont,translateX:u.x[0]*t.width+t.margin.l,translateY:t.height-u.y[1]*t.height+t.margin.t,dragParallel:h?v:g,dragPerpendicular:h?g:v,arrangement:s.arrangement,sankey:i,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function b(t,e,r){var n=a(e.color),i=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:i,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:o.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:_,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function _(){return function(t){if(t.link.circular)return e=t.link,r=e.width/2,n=e.circularPathData,\"top\"===e.circularLinkType?\"M \"+n.targetX+\" \"+(n.targetY+r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"L\"+n.targetX+\" \"+(n.targetY-r)+\"Z\":\"M \"+n.targetX+\" \"+(n.targetY-r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 0 \"+(n.rightFullExtent-r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 0 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"L\"+n.targetX+\" \"+(n.targetY+r)+\"Z\";var e,r,n,i=t.link.source.x1,a=t.link.target.x0,o=v(i,a),s=o(.5),l=o(.5),c=t.link.y0-t.link.width/2,u=t.link.y0+t.link.width/2,f=t.link.y1-t.link.width/2,h=t.link.y1+t.link.width/2;return\"M\"+i+\",\"+c+\"C\"+s+\",\"+c+\" \"+l+\",\"+f+\" \"+a+\",\"+f+\"L\"+a+\",\"+h+\"C\"+l+\",\"+h+\" \"+s+\",\"+u+\" \"+i+\",\"+u+\"Z\"}}function w(t,e){var r=a(e.color),i=n.nodePadAcross,s=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var l=e.dx,c=Math.max(.5,e.dy),u=\"node_\"+e.pointNumber;return e.group&&(u=f.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:u,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(l),visibleHeight:c,zoneX:-i,zoneY:-s,zoneWidth:l+2*i,zoneHeight:c+2*s,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:o.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,u].join(\"_\"),interactionState:t.interactionState,figure:t}}function T(t){t.attr(\"transform\",(function(t){return h(t.node.x0.toFixed(3),t.node.y0.toFixed(3))}))}function k(t){t.call(T)}function M(t,e){t.call(k),e.attr(\"d\",_())}function A(t){t.attr(\"width\",(function(t){return t.node.x1-t.node.x0})).attr(\"height\",(function(t){return t.visibleHeight}))}function S(t){return t.link.width>1||t.linkLineWidth>0}function E(t){return h(t.translateX,t.translateY)+(t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\")}function C(t){return h(t.horizontal?0:t.labelY,t.horizontal?t.labelY:0)}function L(t){return i.svg.line()([[t.horizontal?t.left?-t.sizeAcross:t.visibleWidth+n.nodeTextOffsetHorizontal:n.nodeTextOffsetHorizontal,0],[t.horizontal?t.left?-n.nodeTextOffsetHorizontal:t.sizeAcross:t.visibleHeight-n.nodeTextOffsetHorizontal,0]])}function I(t){return t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\"}function P(t){return t.horizontal?\"scale(1 1)\":\"scale(-1 1)\"}function z(t){return t.darkBackground&&!t.horizontal?\"rgb(255,255,255)\":\"rgb(0,0,0)\"}function O(t){return t.horizontal&&t.left?\"100%\":\"0%\"}function D(t,e,r){t.on(\".basic\",null).on(\"mouseover.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.hover(this,t,e),t.interactionState.hovered=[this,t])})).on(\"mousemove.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.follow(this,t),t.interactionState.hovered=[this,t])})).on(\"mouseout.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.unhover(this,t,e),t.interactionState.hovered=!1)})).on(\"click.basic\",(function(t){t.interactionState.hovered&&(r.unhover(this,t,e),t.interactionState.hovered=!1),t.interactionState.dragInProgress||t.partOfGroup||r.select(this,t,e)}))}function R(t,e,r,a){var o=i.behavior.drag().origin((function(t){return{x:t.node.x0+t.visibleWidth/2,y:t.node.y0+t.visibleHeight/2}})).on(\"dragstart\",(function(i){if(\"fixed\"!==i.arrangement&&(f.ensureSingle(a._fullLayout._infolayer,\"g\",\"dragcover\",(function(t){a._fullLayout._dragCover=t})),f.raiseToTop(this),i.interactionState.dragInProgress=i.node,B(i.node),i.interactionState.hovered&&(r.nodeEvents.unhover.apply(0,i.interactionState.hovered),i.interactionState.hovered=!1),\"snap\"===i.arrangement)){var o=i.traceId+\"|\"+i.key;i.forceLayouts[o]?i.forceLayouts[o].alpha(1):function(t,e,r,i){!function(t){for(var e=0;e<t.length;e++)t[e].y=(t[e].y0+t[e].y1)/2,t[e].x=(t[e].x0+t[e].x1)/2}(r.graph.nodes);var a=r.graph.nodes.filter((function(t){return t.originalX===r.node.originalX})).filter((function(t){return!t.partOfGroup}));r.forceLayouts[e]=u.forceSimulation(a).alphaDecay(0).force(\"collide\",u.forceCollide().radius((function(t){return t.dy/2+r.nodePad/2})).strength(1).iterations(n.forceIterations)).force(\"constrain\",function(t,e,r,i){return function(){for(var t=0,a=0;a<r.length;a++){var o=r[a];o===i.interactionState.dragInProgress?(o.x=o.lastDraggedX,o.y=o.lastDraggedY):(o.vx=(o.originalX-o.x)/n.forceTicksPerFrame,o.y=Math.min(i.size-o.dy/2,Math.max(o.dy/2,o.y))),t=Math.max(t,Math.abs(o.vx),Math.abs(o.vy))}!i.interactionState.dragInProgress&&t<.1&&i.forceLayouts[e].alpha()>0&&i.forceLayouts[e].alpha(0)}}(0,e,a,r)).stop()}(0,o,i),function(t,e,r,i,a){window.requestAnimationFrame((function o(){var s;for(s=0;s<n.forceTicksPerFrame;s++)r.forceLayouts[i].tick();if(function(t){for(var e=0;e<t.length;e++)t[e].y0=t[e].y-t[e].dy/2,t[e].y1=t[e].y0+t[e].dy,t[e].x0=t[e].x-t[e].dx/2,t[e].x1=t[e].x0+t[e].dx}(r.graph.nodes),r.sankey.update(r.graph),M(t.filter(N(r)),e),r.forceLayouts[i].alpha()>0)window.requestAnimationFrame(o);else{var l=r.node.originalX;r.node.x0=l-r.visibleWidth/2,r.node.x1=l+r.visibleWidth/2,F(r,a)}}))}(t,e,i,o,a)}})).on(\"drag\",(function(r){if(\"fixed\"!==r.arrangement){var n=i.event.x,a=i.event.y;\"snap\"===r.arrangement?(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2,r.node.y0=a-r.visibleHeight/2,r.node.y1=a+r.visibleHeight/2):(\"freeform\"===r.arrangement&&(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2),a=Math.max(0,Math.min(r.size-r.visibleHeight/2,a)),r.node.y0=a-r.visibleHeight/2,r.node.y1=a+r.visibleHeight/2),B(r.node),\"snap\"!==r.arrangement&&(r.sankey.update(r.graph),M(t.filter(N(r)),e))}})).on(\"dragend\",(function(t){if(\"fixed\"!==t.arrangement){t.interactionState.dragInProgress=!1;for(var e=0;e<t.node.childrenNodes.length;e++)t.node.childrenNodes[e].x=t.node.x,t.node.childrenNodes[e].y=t.node.y;\"snap\"!==t.arrangement&&F(t,a)}}));t.on(\".drag\",null).call(o)}function F(t,e){for(var r=[],n=[],i=0;i<t.graph.nodes.length;i++){var a=(t.graph.nodes[i].x0+t.graph.nodes[i].x1)/2,o=(t.graph.nodes[i].y0+t.graph.nodes[i].y1)/2;r.push(a/t.figure.width),n.push(o/t.figure.height)}y.call(\"_guiRestyle\",e,{\"node.x\":[r],\"node.y\":[n]},t.trace.index).then((function(){e._fullLayout._dragCover&&e._fullLayout._dragCover.remove()}))}function B(t){t.lastDraggedX=t.x0+t.dx/2,t.lastDraggedY=t.y0+t.dy/2}function N(t){return function(e){return e.node.originalX===t.node.originalX}}e.exports=function(t,e,r,l,c){var u=!1;f.ensureSingle(t._fullLayout._infolayer,\"g\",\"first-render\",(function(){u=!0}));var h=t._fullLayout._dragCover,p=r.filter((function(t){return m(t).trace.visible})).map(x.bind(null,l)),v=e.selectAll(\".\"+n.cn.sankey).data(p,d);v.exit().remove(),v.enter().append(\"g\").classed(n.cn.sankey,!0).style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"shape-rendering\",\"geometricPrecision\").style(\"pointer-events\",\"auto\").attr(\"transform\",E),v.each((function(e,r){t._fullData[r]._sankey=e;var n=\"bgsankey-\"+e.trace.uid+\"-\"+r;f.ensureSingle(t._fullLayout._draggers,\"rect\",n),t._fullData[r]._bgRect=i.select(\".\"+n),t._fullData[r]._bgRect.style(\"pointer-events\",\"all\").attr(\"width\",e.width).attr(\"height\",e.height).attr(\"x\",e.translateX).attr(\"y\",e.translateY).classed(\"bgsankey\",!0).style({fill:\"transparent\",\"stroke-width\":0})})),v.transition().ease(n.ease).duration(n.duration).attr(\"transform\",E);var y=v.selectAll(\".\"+n.cn.sankeyLinks).data(g,d);y.enter().append(\"g\").classed(n.cn.sankeyLinks,!0).style(\"fill\",\"none\");var k=y.selectAll(\".\"+n.cn.sankeyLink).data((function(t){return t.graph.links.filter((function(t){return t.value})).map(b.bind(null,t))}),d);k.enter().append(\"path\").classed(n.cn.sankeyLink,!0).call(D,v,c.linkEvents),k.style(\"stroke\",(function(t){return S(t)?o.tinyRGB(a(t.linkLineColor)):t.tinyColorHue})).style(\"stroke-opacity\",(function(t){return S(t)?o.opacity(t.linkLineColor):t.tinyColorAlpha})).style(\"fill\",(function(t){return t.tinyColorHue})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})).style(\"stroke-width\",(function(t){return S(t)?t.linkLineWidth:1})).attr(\"d\",_()),k.style(\"opacity\",(function(){return t._context.staticPlot||u||h?1:0})).transition().ease(n.ease).duration(n.duration).style(\"opacity\",1),k.exit().transition().ease(n.ease).duration(n.duration).style(\"opacity\",0).remove();var M=v.selectAll(\".\"+n.cn.sankeyNodeSet).data(g,d);M.enter().append(\"g\").classed(n.cn.sankeyNodeSet,!0),M.style(\"cursor\",(function(t){switch(t.arrangement){case\"fixed\":return\"default\";case\"perpendicular\":return\"ns-resize\";default:return\"move\"}}));var F=M.selectAll(\".\"+n.cn.sankeyNode).data((function(t){var e=t.graph.nodes;return function(t){var e,r=[];for(e=0;e<t.length;e++)t[e].originalX=(t[e].x0+t[e].x1)/2,t[e].originalY=(t[e].y0+t[e].y1)/2,-1===r.indexOf(t[e].originalX)&&r.push(t[e].originalX);for(r.sort((function(t,e){return t-e})),e=0;e<t.length;e++)t[e].originalLayerIndex=r.indexOf(t[e].originalX),t[e].originalLayer=t[e].originalLayerIndex/(r.length-1)}(e),e.map(w.bind(null,t))}),d);F.enter().append(\"g\").classed(n.cn.sankeyNode,!0).call(T).style(\"opacity\",(function(e){return!t._context.staticPlot&&!u||e.partOfGroup?0:1})),F.call(D,v,c.nodeEvents).call(R,k,c,t),F.transition().ease(n.ease).duration(n.duration).call(T).style(\"opacity\",(function(t){return t.partOfGroup?0:1})),F.exit().transition().ease(n.ease).duration(n.duration).style(\"opacity\",0).remove();var B=F.selectAll(\".\"+n.cn.nodeRect).data(g);B.enter().append(\"rect\").classed(n.cn.nodeRect,!0).call(A),B.style(\"stroke-width\",(function(t){return t.nodeLineWidth})).style(\"stroke\",(function(t){return o.tinyRGB(a(t.nodeLineColor))})).style(\"stroke-opacity\",(function(t){return o.opacity(t.nodeLineColor)})).style(\"fill\",(function(t){return t.tinyColorHue})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})),B.transition().ease(n.ease).duration(n.duration).call(A);var N=F.selectAll(\".\"+n.cn.nodeCapture).data(g);N.enter().append(\"rect\").classed(n.cn.nodeCapture,!0).style(\"fill-opacity\",0),N.attr(\"x\",(function(t){return t.zoneX})).attr(\"y\",(function(t){return t.zoneY})).attr(\"width\",(function(t){return t.zoneWidth})).attr(\"height\",(function(t){return t.zoneHeight}));var j=F.selectAll(\".\"+n.cn.nodeCentered).data(g);j.enter().append(\"g\").classed(n.cn.nodeCentered,!0).attr(\"transform\",C),j.transition().ease(n.ease).duration(n.duration).attr(\"transform\",C);var U=j.selectAll(\".\"+n.cn.nodeLabelGuide).data(g);U.enter().append(\"path\").classed(n.cn.nodeLabelGuide,!0).attr(\"id\",(function(t){return t.uniqueNodeLabelPathId})).attr(\"d\",L).attr(\"transform\",I),U.transition().ease(n.ease).duration(n.duration).attr(\"d\",L).attr(\"transform\",I);var V=j.selectAll(\".\"+n.cn.nodeLabel).data(g);V.enter().append(\"text\").classed(n.cn.nodeLabel,!0).attr(\"transform\",P).style(\"cursor\",\"default\").style(\"fill\",\"black\"),V.style(\"text-shadow\",(function(t){return t.horizontal?\"-1px 1px 1px #fff, 1px 1px 1px #fff, 1px -1px 1px #fff, -1px -1px 1px #fff\":\"none\"})).each((function(t){s.font(V,t.textFont)})),V.transition().ease(n.ease).duration(n.duration).attr(\"transform\",P);var q=V.selectAll(\".\"+n.cn.nodeLabelTextPath).data(g);q.enter().append(\"textPath\").classed(n.cn.nodeLabelTextPath,!0).attr(\"alignment-baseline\",\"middle\").attr(\"xlink:href\",(function(t){return\"#\"+t.uniqueNodeLabelPathId})).attr(\"startOffset\",O).style(\"fill\",z),q.text((function(t){return t.horizontal||t.node.dy>5?t.node.label:\"\"})).attr(\"text-anchor\",(function(t){return t.horizontal&&t.left?\"end\":\"start\"})),q.transition().ease(n.ease).duration(n.duration).attr(\"startOffset\",O).style(\"fill\",z)}},{\"../../components/color\":643,\"../../components/drawing\":665,\"../../lib\":778,\"../../lib/gup\":775,\"../../registry\":911,\"./constants\":1180,\"@plotly/d3-sankey\":56,\"@plotly/d3-sankey-circular\":55,d3:169,\"d3-force\":160,\"d3-interpolate\":162,tinycolor2:576}],1185:[function(t,e,r){\"use strict\";e.exports=function(t,e){for(var r=[],n=t.cd[0].trace,i=n._sankey.graph.nodes,a=0;a<i.length;a++){var o=i[a];if(!o.partOfGroup){var s=[(o.x0+o.x1)/2,(o.y0+o.y1)/2];\"v\"===n.orientation&&s.reverse(),e&&e.contains(s,!1,a,t)&&r.push({pointNumber:o.pointNumber})}}return r}},{}],1186:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){for(var r=0;r<t.length;r++)t[r].i=r;n.mergeArray(e.text,t,\"tx\"),n.mergeArray(e.texttemplate,t,\"txt\"),n.mergeArray(e.hovertext,t,\"htx\"),n.mergeArray(e.customdata,t,\"data\"),n.mergeArray(e.textposition,t,\"tp\"),e.textfont&&(n.mergeArrayCastPositive(e.textfont.size,t,\"ts\"),n.mergeArray(e.textfont.color,t,\"tc\"),n.mergeArray(e.textfont.family,t,\"tf\"));var i=e.marker;if(i){n.mergeArrayCastPositive(i.size,t,\"ms\"),n.mergeArrayCastPositive(i.opacity,t,\"mo\"),n.mergeArray(i.symbol,t,\"mx\"),n.mergeArray(i.color,t,\"mc\");var a=i.line;i.line&&(n.mergeArray(a.color,t,\"mlc\"),n.mergeArrayCastPositive(a.width,t,\"mlw\"));var o=i.gradient;o&&\"none\"!==o.type&&(n.mergeArray(o.type,t,\"mgt\"),n.mergeArray(o.color,t,\"mgc\"))}}},{\"../../lib\":778}],1187:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../components/colorscale/attributes\"),o=t(\"../../plots/font_attributes\"),s=t(\"../../components/drawing/attributes\").dash,l=t(\"../../components/drawing\"),c=t(\"./constants\"),u=t(\"../../lib/extend\").extendFlat;e.exports={x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\",anim:!0},x0:{valType:\"any\",dflt:0,editType:\"calc+clearAxisTypes\",anim:!0},dx:{valType:\"number\",dflt:1,editType:\"calc\",anim:!0},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\",anim:!0},y0:{valType:\"any\",dflt:0,editType:\"calc+clearAxisTypes\",anim:!0},dy:{valType:\"number\",dflt:1,editType:\"calc\",anim:!0},xperiod:{valType:\"any\",dflt:0,editType:\"calc\"},yperiod:{valType:\"any\",dflt:0,editType:\"calc\"},xperiod0:{valType:\"any\",editType:\"calc\"},yperiod0:{valType:\"any\",editType:\"calc\"},xperiodalignment:{valType:\"enumerated\",values:[\"start\",\"middle\",\"end\"],dflt:\"middle\",editType:\"calc\"},yperiodalignment:{valType:\"enumerated\",values:[\"start\",\"middle\",\"end\"],dflt:\"middle\",editType:\"calc\"},stackgroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},orientation:{valType:\"enumerated\",values:[\"v\",\"h\"],editType:\"calc\"},groupnorm:{valType:\"enumerated\",values:[\"\",\"fraction\",\"percent\"],dflt:\"\",editType:\"calc\"},stackgaps:{valType:\"enumerated\",values:[\"infer zero\",\"interpolate\"],dflt:\"infer zero\",editType:\"calc\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},texttemplate:n({},{}),hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},mode:{valType:\"flaglist\",flags:[\"lines\",\"markers\",\"text\"],extras:[\"none\"],editType:\"calc\"},hoveron:{valType:\"flaglist\",flags:[\"points\",\"fills\"],editType:\"style\"},hovertemplate:i({},{keys:c.eventDataKeys}),line:{color:{valType:\"color\",editType:\"style\",anim:!0},width:{valType:\"number\",min:0,dflt:2,editType:\"style\",anim:!0},shape:{valType:\"enumerated\",values:[\"linear\",\"spline\",\"hv\",\"vh\",\"hvh\",\"vhv\"],dflt:\"linear\",editType:\"plot\"},smoothing:{valType:\"number\",min:0,max:1.3,dflt:1,editType:\"plot\"},dash:u({},s,{editType:\"style\"}),simplify:{valType:\"boolean\",dflt:!0,editType:\"plot\"},editType:\"plot\"},connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},cliponaxis:{valType:\"boolean\",dflt:!0,editType:\"plot\"},fill:{valType:\"enumerated\",values:[\"none\",\"tozeroy\",\"tozerox\",\"tonexty\",\"tonextx\",\"toself\",\"tonext\"],editType:\"calc\"},fillcolor:{valType:\"color\",editType:\"style\",anim:!0},marker:u({symbol:{valType:\"enumerated\",values:l.symbolList,dflt:\"circle\",arrayOk:!0,editType:\"style\"},opacity:{valType:\"number\",min:0,max:1,arrayOk:!0,editType:\"style\",anim:!0},size:{valType:\"number\",min:0,dflt:6,arrayOk:!0,editType:\"calc\",anim:!0},maxdisplayed:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},sizeref:{valType:\"number\",dflt:1,editType:\"calc\"},sizemin:{valType:\"number\",min:0,dflt:0,editType:\"calc\"},sizemode:{valType:\"enumerated\",values:[\"diameter\",\"area\"],dflt:\"diameter\",editType:\"calc\"},line:u({width:{valType:\"number\",min:0,arrayOk:!0,editType:\"style\",anim:!0},editType:\"calc\"},a(\"marker.line\",{anim:!0})),gradient:{type:{valType:\"enumerated\",values:[\"radial\",\"horizontal\",\"vertical\",\"none\"],arrayOk:!0,dflt:\"none\",editType:\"calc\"},color:{valType:\"color\",arrayOk:!0,editType:\"calc\"},editType:\"calc\"},editType:\"calc\"},a(\"marker\",{anim:!0})),selected:{marker:{opacity:{valType:\"number\",min:0,max:1,editType:\"style\"},color:{valType:\"color\",editType:\"style\"},size:{valType:\"number\",min:0,editType:\"style\"},editType:\"style\"},textfont:{color:{valType:\"color\",editType:\"style\"},editType:\"style\"},editType:\"style\"},unselected:{marker:{opacity:{valType:\"number\",min:0,max:1,editType:\"style\"},color:{valType:\"color\",editType:\"style\"},size:{valType:\"number\",min:0,editType:\"style\"},editType:\"style\"},textfont:{color:{valType:\"color\",editType:\"style\"},editType:\"style\"},editType:\"style\"},textposition:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle left\",\"middle center\",\"middle right\",\"bottom left\",\"bottom center\",\"bottom right\"],dflt:\"middle center\",arrayOk:!0,editType:\"calc\"},textfont:o({editType:\"calc\",colorEditType:\"style\",arrayOk:!0}),r:{valType:\"data_array\",editType:\"calc\"},t:{valType:\"data_array\",editType:\"calc\"}}},{\"../../components/colorscale/attributes\":650,\"../../components/drawing\":665,\"../../components/drawing/attributes\":664,\"../../lib/extend\":768,\"../../plots/font_attributes\":856,\"../../plots/template_attributes\":906,\"./constants\":1191}],1188:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"../../plots/cartesian/axes\"),o=t(\"../../plots/cartesian/align_period\"),s=t(\"../../constants/numerical\").BADNUM,l=t(\"./subtypes\"),c=t(\"./colorscale_calc\"),u=t(\"./arrays_to_calcdata\"),f=t(\"./calc_selection\");function h(t,e,r,n,i,o,s){var c=e._length,u=t._fullLayout,f=r._id,h=n._id,p=u._firstScatter[g(e)]===e.uid,d=(m(e,u,r,n)||{}).orientation,v=e.fill;r._minDtick=0,n._minDtick=0;var y={padded:!0},x={padded:!0};s&&(y.ppad=x.ppad=s);var b=c<2||i[0]!==i[c-1]||o[0]!==o[c-1];b&&(\"tozerox\"===v||\"tonextx\"===v&&(p||\"h\"===d))?y.tozero=!0:(e.error_y||{}).visible||\"tonexty\"!==v&&\"tozeroy\"!==v&&(l.hasMarkers(e)||l.hasText(e))||(y.padded=!1,y.ppad=0),b&&(\"tozeroy\"===v||\"tonexty\"===v&&(p||\"v\"===d))?x.tozero=!0:\"tonextx\"!==v&&\"tozerox\"!==v||(x.padded=!1),f&&(e._extremes[f]=a.findExtremes(r,i,y)),h&&(e._extremes[h]=a.findExtremes(n,o,x))}function p(t,e){if(l.hasMarkers(t)){var r,n=t.marker,o=1.6*(t.marker.sizeref||1);if(r=\"area\"===t.marker.sizemode?function(t){return Math.max(Math.sqrt((t||0)/o),3)}:function(t){return Math.max((t||0)/o,3)},i.isArrayOrTypedArray(n.size)){var s={type:\"linear\"};a.setConvert(s);for(var c=s.makeCalcdata(t.marker,\"size\"),u=new Array(e),f=0;f<e;f++)u[f]=r(c[f]);return u}return r(n.size)}}function d(t,e){var r=g(e),n=t._firstScatter;n[r]||(n[r]=e.uid)}function g(t){var e=t.stackgroup;return t.xaxis+t.yaxis+t.type+(e?\"-\"+e:\"\")}function m(t,e,r,n){var i=t.stackgroup;if(i){var a=e._scatterStackOpts[r._id+n._id][i],o=\"v\"===a.orientation?n:r;return\"linear\"===o.type||\"log\"===o.type?a:void 0}}e.exports={calc:function(t,e){var r,l,g,v,y,x,b=t._fullLayout,_=a.getFromId(t,e.xaxis||\"x\"),w=a.getFromId(t,e.yaxis||\"y\"),T=_.makeCalcdata(e,\"x\"),k=w.makeCalcdata(e,\"y\"),M=o(e,_,\"x\",T),A=o(e,w,\"y\",k),S=e._length,E=new Array(S),C=e.ids,L=m(e,b,_,w),I=!1;d(b,e);var P,z=\"x\",O=\"y\";L?(i.pushUnique(L.traceIndices,e._expandedIndex),(r=\"v\"===L.orientation)?(O=\"s\",P=\"x\"):(z=\"s\",P=\"y\"),y=\"interpolate\"===L.stackgaps):h(t,e,_,w,M,A,p(e,S));var D=!!e.xperiodalignment,R=!!e.yperiodalignment;for(l=0;l<S;l++){var F=E[l]={},B=n(M[l]),N=n(A[l]);B&&N?(F[z]=M[l],F[O]=A[l],D&&(F.orig_x=T[l]),R&&(F.orig_y=k[l])):L&&(r?B:N)?(F[P]=r?M[l]:A[l],F.gap=!0,y?(F.s=s,I=!0):F.s=0):F[z]=F[O]=s,C&&(F.id=String(C[l]))}if(u(E,e),c(t,e),f(E,e),L){for(l=0;l<E.length;)E[l][P]===s?E.splice(l,1):l++;if(i.sort(E,(function(t,e){return t[P]-e[P]||t.i-e.i})),I){for(l=0;l<E.length-1&&E[l].gap;)l++;for((x=E[l].s)||(x=E[l].s=0),g=0;g<l;g++)E[g].s=x;for(v=E.length-1;v>l&&E[v].gap;)v--;for(x=E[v].s,g=E.length-1;g>v;g--)E[g].s=x;for(;l<v;)if(E[++l].gap){for(g=l+1;E[g].gap;)g++;for(var j=E[l-1][P],U=E[l-1].s,V=(E[g].s-U)/(E[g][P]-j);l<g;)E[l].s=U+(E[l][P]-j)*V,l++}}}return E},calcMarkerSize:p,calcAxisExpansion:h,setFirstScatter:d,getStackOpts:m}},{\"../../constants/numerical\":753,\"../../lib\":778,\"../../plots/cartesian/align_period\":825,\"../../plots/cartesian/axes\":828,\"./arrays_to_calcdata\":1186,\"./calc_selection\":1189,\"./colorscale_calc\":1190,\"./subtypes\":1212,\"fast-isnumeric\":241}],1189:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){n.isArrayOrTypedArray(e.selectedpoints)&&n.tagSelected(t,e)}},{\"../../lib\":778}],1190:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/calc\"),a=t(\"./subtypes\");e.exports=function(t,e){a.hasLines(e)&&n(e,\"line\")&&i(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),a.hasMarkers(e)&&(n(e,\"marker\")&&i(t,e,{vals:e.marker.color,containerStr:\"marker\",cLetter:\"c\"}),n(e,\"marker.line\")&&i(t,e,{vals:e.marker.line.color,containerStr:\"marker.line\",cLetter:\"c\"}))}},{\"../../components/colorscale/calc\":651,\"../../components/colorscale/helpers\":654,\"./subtypes\":1212}],1191:[function(t,e,r){\"use strict\";e.exports={PTS_LINESONLY:20,minTolerance:.2,toleranceGrowth:10,maxScreensAway:20,eventDataKeys:[]}},{}],1192:[function(t,e,r){\"use strict\";var n=t(\"./calc\");function i(t,e,r,n,i,a,o){i[n]=!0;var s={i:null,gap:!0,s:0};if(s[o]=r,t.splice(e,0,s),e&&r===t[e-1][o]){var l=t[e-1];s.s=l.s,s.i=l.i,s.gap=l.gap}else a&&(s.s=function(t,e,r,n){var i=t[e-1],a=t[e+1];return a?i?i.s+(a.s-i.s)*(r-i[n])/(a[n]-i[n]):a.s:i.s}(t,e,r,o));e||(t[0].t=t[1].t,t[0].trace=t[1].trace,delete t[1].t,delete t[1].trace)}e.exports=function(t,e){var r=e.xaxis,a=e.yaxis,o=r._id+a._id,s=t._fullLayout._scatterStackOpts[o];if(s){var l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T=t.calcdata;for(var k in s){var M=(v=s[k]).traceIndices;if(M.length){for(y=\"interpolate\"===v.stackgaps,x=v.groupnorm,\"v\"===v.orientation?(b=\"x\",_=\"y\"):(b=\"y\",_=\"x\"),w=new Array(M.length),l=0;l<w.length;l++)w[l]=!1;p=T[M[0]];var A=new Array(p.length);for(l=0;l<p.length;l++)A[l]=p[l][b];for(l=1;l<M.length;l++){for(h=T[M[l]],c=u=0;c<h.length;c++){for(d=h[c][b];d>A[u]&&u<A.length;u++)i(h,c,A[u],l,w,y,b),c++;if(d!==A[u]){for(f=0;f<l;f++)i(T[M[f]],u,d,f,w,y,b);A.splice(u,0,d)}u++}for(;u<A.length;u++)i(h,c,A[u],l,w,y,b),c++}var S=A.length;for(c=0;c<p.length;c++){for(g=p[c][_]=p[c].s,l=1;l<M.length;l++)(h=T[M[l]])[0].trace._rawLength=h[0].trace._length,h[0].trace._length=S,g+=h[c].s,h[c][_]=g;if(x)for(m=(\"fraction\"===x?g:g/100)||1,l=0;l<M.length;l++){var E=T[M[l]][c];E[_]/=m,E.sNorm=E.s/m}}for(l=0;l<M.length;l++){var C=(h=T[M[l]])[0].trace,L=n.calcMarkerSize(C,C._rawLength),I=Array.isArray(L);if(L&&w[l]||I){var P=L;for(L=new Array(S),c=0;c<S;c++)L[c]=h[c].gap?0:I?P[h[c].i]:P}var z=new Array(S),O=new Array(S);for(c=0;c<S;c++)z[c]=h[c].x,O[c]=h[c].y;n.calcAxisExpansion(t,C,r,a,z,O,L),h[0].t.orientation=v.orientation}}}}}},{\"./calc\":1188}],1193:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=0;e<t.length;e++){var r=t[e];if(\"scatter\"===r.type){var n=r.fill;if(\"none\"!==n&&\"toself\"!==n&&(r.opacity=void 0,\"tonexty\"===n||\"tonextx\"===n))for(var i=e-1;i>=0;i--){var a=t[i];if(\"scatter\"===a.type&&a.xaxis===r.xaxis&&a.yaxis===r.yaxis){a.opacity=void 0;break}}}}}},{}],1194:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../registry\"),a=t(\"./attributes\"),o=t(\"./constants\"),s=t(\"./subtypes\"),l=t(\"./xy_defaults\"),c=t(\"./period_defaults\"),u=t(\"./stack_defaults\"),f=t(\"./marker_defaults\"),h=t(\"./line_defaults\"),p=t(\"./line_shape_defaults\"),d=t(\"./text_defaults\"),g=t(\"./fillcolor_defaults\");e.exports=function(t,e,r,m){function v(r,i){return n.coerce(t,e,a,r,i)}var y=l(t,e,m,v);if(y||(e.visible=!1),e.visible){c(t,e,m,v);var x=u(t,e,m,v),b=!x&&y<o.PTS_LINESONLY?\"lines+markers\":\"lines\";v(\"text\"),v(\"hovertext\"),v(\"mode\",b),s.hasLines(e)&&(h(t,e,r,m,v),p(t,e,v),v(\"connectgaps\"),v(\"line.simplify\")),s.hasMarkers(e)&&f(t,e,r,m,v,{gradient:!0}),s.hasText(e)&&(v(\"texttemplate\"),d(t,e,m,v));var _=[];(s.hasMarkers(e)||s.hasText(e))&&(v(\"cliponaxis\"),v(\"marker.maxdisplayed\"),_.push(\"points\")),v(\"fill\",x?x.fillDflt:\"none\"),\"none\"!==e.fill&&(g(t,e,r,v),s.hasLines(e)||p(t,e,v));var w=(e.line||{}).color,T=(e.marker||{}).color;\"tonext\"!==e.fill&&\"toself\"!==e.fill||_.push(\"fills\"),v(\"hoveron\",_.join(\"+\")||\"points\"),\"fills\"!==e.hoveron&&v(\"hovertemplate\");var k=i.getComponentMethod(\"errorbars\",\"supplyDefaults\");k(t,e,w||T||r,{axis:\"y\"}),k(t,e,w||T||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,v)}}},{\"../../lib\":778,\"../../registry\":911,\"./attributes\":1187,\"./constants\":1191,\"./fillcolor_defaults\":1195,\"./line_defaults\":1200,\"./line_shape_defaults\":1202,\"./marker_defaults\":1206,\"./period_defaults\":1207,\"./stack_defaults\":1210,\"./subtypes\":1212,\"./text_defaults\":1213,\"./xy_defaults\":1214}],1195:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"../../lib\").isArrayOrTypedArray;e.exports=function(t,e,r,a){var o=!1;if(e.marker){var s=e.marker.color,l=(e.marker.line||{}).color;s&&!i(s)?o=s:l&&!i(l)&&(o=l)}a(\"fillcolor\",n.addOpacity((e.line||{}).color||o||r,.5))}},{\"../../components/color\":643,\"../../lib\":778}],1196:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\");e.exports=function(t,e,r){var i={},a={_fullLayout:r},o=n.getFromTrace(a,e,\"x\"),s=n.getFromTrace(a,e,\"y\");return i.xLabel=n.tickText(o,t.x,!0).text,i.yLabel=n.tickText(s,t.y,!0).text,i}},{\"../../plots/cartesian/axes\":828}],1197:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"./subtypes\");e.exports=function(t,e){var r,a;if(\"lines\"===t.mode)return(r=t.line.color)&&n.opacity(r)?r:t.fillcolor;if(\"none\"===t.mode)return t.fill?t.fillcolor:\"\";var o=e.mcc||(t.marker||{}).color,s=e.mlcc||((t.marker||{}).line||{}).color;return(a=o&&n.opacity(o)?o:s&&n.opacity(s)&&(e.mlw||((t.marker||{}).line||{}).width)?s:\"\")?n.opacity(a)<.3?n.addOpacity(a,.3):a:(r=(t.line||{}).color)&&n.opacity(r)&&i.hasLines(t)&&t.line.width?r:t.fillcolor}},{\"../../components/color\":643,\"./subtypes\":1212}],1198:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/fx\"),a=t(\"../../registry\"),o=t(\"./get_trace_color\"),s=t(\"../../components/color\"),l=n.fillText;e.exports=function(t,e,r,c){var u=t.cd,f=u[0].trace,h=t.xa,p=t.ya,d=h.c2p(e),g=p.c2p(r),m=[d,g],v=f.hoveron||\"\",y=-1!==f.mode.indexOf(\"markers\")?3:.5;if(-1!==v.indexOf(\"points\")){var x=function(t){var e=Math.max(y,t.mrc||0),r=h.c2p(t.x)-d,n=p.c2p(t.y)-g;return Math.max(Math.sqrt(r*r+n*n)-e,1-y/e)},b=i.getDistanceFunction(c,(function(t){var e=Math.max(3,t.mrc||0),r=1-1/e,n=Math.abs(h.c2p(t.x)-d);return n<e?r*n/e:n-e+r}),(function(t){var e=Math.max(3,t.mrc||0),r=1-1/e,n=Math.abs(p.c2p(t.y)-g);return n<e?r*n/e:n-e+r}),x);if(i.getClosest(u,b,t),!1!==t.index){var _=u[t.index],w=h.c2p(_.x,!0),T=p.c2p(_.y,!0),k=_.mrc||1;t.index=_.i;var M=u[0].t.orientation,A=M&&(_.sNorm||_.s),S=\"h\"===M?A:void 0!==_.orig_x?_.orig_x:_.x,E=\"v\"===M?A:void 0!==_.orig_y?_.orig_y:_.y;return n.extendFlat(t,{color:o(f,_),x0:w-k,x1:w+k,xLabelVal:S,y0:T-k,y1:T+k,yLabelVal:E,spikeDistance:x(_),hovertemplate:f.hovertemplate}),l(_,f,t),a.getComponentMethod(\"errorbars\",\"hoverInfo\")(_,f,t),[t]}}if(-1!==v.indexOf(\"fills\")&&f._polygons){var C,L,I,P,z,O,D,R,F,B=f._polygons,N=[],j=!1,U=1/0,V=-1/0,q=1/0,H=-1/0;for(C=0;C<B.length;C++)(I=B[C]).contains(m)&&(j=!j,N.push(I),q=Math.min(q,I.ymin),H=Math.max(H,I.ymax));if(j){var G=((q=Math.max(q,0))+(H=Math.min(H,p._length)))/2;for(C=0;C<N.length;C++)for(P=N[C].pts,L=1;L<P.length;L++)(R=P[L-1][1])>G!=(F=P[L][1])>=G&&(O=P[L-1][0],D=P[L][0],F-R&&(z=O+(D-O)*(G-R)/(F-R),U=Math.min(U,z),V=Math.max(V,z)));U=Math.max(U,0),V=Math.min(V,h._length);var Y=s.defaultLine;return s.opacity(f.fillcolor)?Y=f.fillcolor:s.opacity((f.line||{}).color)&&(Y=f.line.color),n.extendFlat(t,{distance:t.maxHoverDistance,x0:U,x1:V,y0:G,y1:G,color:Y,hovertemplate:!1}),delete t.index,f.text&&!Array.isArray(f.text)?t.text=String(f.text):t.text=f.name,[t]}}}},{\"../../components/color\":643,\"../../components/fx\":683,\"../../lib\":778,\"../../registry\":911,\"./get_trace_color\":1197}],1199:[function(t,e,r){\"use strict\";var n=t(\"./subtypes\");e.exports={hasLines:n.hasLines,hasMarkers:n.hasMarkers,hasText:n.hasText,isBubble:n.isBubble,attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"./cross_trace_defaults\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./cross_trace_calc\"),arraysToCalcdata:t(\"./arrays_to_calcdata\"),plot:t(\"./plot\"),colorbar:t(\"./marker_colorbar\"),formatLabels:t(\"./format_labels\"),style:t(\"./style\").style,styleOnSelect:t(\"./style\").styleOnSelect,hoverPoints:t(\"./hover\"),selectPoints:t(\"./select\"),animatable:!0,moduleType:\"trace\",name:\"scatter\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"symbols\",\"errorBarsOK\",\"showLegend\",\"scatter-like\",\"zoomScale\"],meta:{}}},{\"../../plots/cartesian\":841,\"./arrays_to_calcdata\":1186,\"./attributes\":1187,\"./calc\":1188,\"./cross_trace_calc\":1192,\"./cross_trace_defaults\":1193,\"./defaults\":1194,\"./format_labels\":1196,\"./hover\":1198,\"./marker_colorbar\":1205,\"./plot\":1208,\"./select\":1209,\"./style\":1211,\"./subtypes\":1212}],1200:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray,i=t(\"../../components/colorscale/helpers\").hasColorscale,a=t(\"../../components/colorscale/defaults\");e.exports=function(t,e,r,o,s,l){var c=(t.marker||{}).color;(s(\"line.color\",r),i(t,\"line\"))?a(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}):s(\"line.color\",!n(c)&&c||r);s(\"line.width\"),(l||{}).noDash||s(\"line.dash\")}},{\"../../components/colorscale/defaults\":653,\"../../components/colorscale/helpers\":654,\"../../lib\":778}],1201:[function(t,e,r){\"use strict\";var n=t(\"../../constants/numerical\"),i=n.BADNUM,a=n.LOG_CLIP,o=a+.5,s=a-.5,l=t(\"../../lib\"),c=l.segmentsIntersect,u=l.constrain,f=t(\"./constants\");e.exports=function(t,e){var r,n,a,h,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S=e.xaxis,E=e.yaxis,C=\"log\"===S.type,L=\"log\"===E.type,I=S._length,P=E._length,z=e.connectGaps,O=e.baseTolerance,D=e.shape,R=\"linear\"===D,F=e.fill&&\"none\"!==e.fill,B=[],N=f.minTolerance,j=t.length,U=new Array(j),V=0;function q(r){var n=t[r];if(!n)return!1;var a=e.linearized?S.l2p(n.x):S.c2p(n.x),l=e.linearized?E.l2p(n.y):E.c2p(n.y);if(a===i){if(C&&(a=S.c2p(n.x,!0)),a===i)return!1;L&&l===i&&(a*=Math.abs(S._m*P*(S._m>0?o:s)/(E._m*I*(E._m>0?o:s)))),a*=1e3}if(l===i){if(L&&(l=E.c2p(n.y,!0)),l===i)return!1;l*=1e3}return[a,l]}function H(t,e,r,n){var i=r-t,a=n-e,o=.5-t,s=.5-e,l=i*i+a*a,c=i*o+a*s;if(c>0&&c<l){var u=o*a-s*i;if(u*u<l)return!0}}function G(t,e){var r=t[0]/I,n=t[1]/P,i=Math.max(0,-r,r-1,-n,n-1);return i&&void 0!==M&&H(r,n,M,A)&&(i=0),i&&e&&H(r,n,e[0]/I,e[1]/P)&&(i=0),(1+f.toleranceGrowth*i)*O}function Y(t,e){var r=t[0]-e[0],n=t[1]-e[1];return Math.sqrt(r*r+n*n)}var W,X,Z,J,K,Q,$,tt=f.maxScreensAway,et=-I*tt,rt=I*(1+tt),nt=-P*tt,it=P*(1+tt),at=[[et,nt,rt,nt],[rt,nt,rt,it],[rt,it,et,it],[et,it,et,nt]];function ot(t){if(t[0]<et||t[0]>rt||t[1]<nt||t[1]>it)return[u(t[0],et,rt),u(t[1],nt,it)]}function st(t,e){return t[0]===e[0]&&(t[0]===et||t[0]===rt)||(t[1]===e[1]&&(t[1]===nt||t[1]===it)||void 0)}function lt(t,e,r){return function(n,i){var a=ot(n),o=ot(i),s=[];if(a&&o&&st(a,o))return s;a&&s.push(a),o&&s.push(o);var c=2*l.constrain((n[t]+i[t])/2,e,r)-((a||n)[t]+(o||i)[t]);c&&((a&&o?c>0==a[t]>o[t]?a:o:a||o)[t]+=c);return s}}function ct(t){var e=t[0],r=t[1],n=e===U[V-1][0],i=r===U[V-1][1];if(!n||!i)if(V>1){var a=e===U[V-2][0],o=r===U[V-2][1];n&&(e===et||e===rt)&&a?o?V--:U[V-1]=t:i&&(r===nt||r===it)&&o?a?V--:U[V-1]=t:U[V++]=t}else U[V++]=t}function ut(t){U[V-1][0]!==t[0]&&U[V-1][1]!==t[1]&&ct([Z,J]),ct(t),K=null,Z=J=0}function ft(t){if(M=t[0]/I,A=t[1]/P,W=t[0]<et?et:t[0]>rt?rt:0,X=t[1]<nt?nt:t[1]>it?it:0,W||X){if(V)if(K){var e=$(K,t);e.length>1&&(ut(e[0]),U[V++]=e[1])}else Q=$(U[V-1],t)[0],U[V++]=Q;else U[V++]=[W||t[0],X||t[1]];var r=U[V-1];W&&X&&(r[0]!==W||r[1]!==X)?(K&&(Z!==W&&J!==X?ct(Z&&J?(n=K,a=(i=t)[0]-n[0],o=(i[1]-n[1])/a,(n[1]*i[0]-i[1]*n[0])/a>0?[o>0?et:rt,it]:[o>0?rt:et,nt]):[Z||W,J||X]):Z&&J&&ct([Z,J])),ct([W,X])):Z-W&&J-X&&ct([W||Z,X||J]),K=t,Z=W,J=X}else K&&ut($(K,t)[0]),U[V++]=t;var n,i,a,o}for(\"linear\"===D||\"spline\"===D?$=function(t,e){for(var r=[],n=0,i=0;i<4;i++){var a=at[i],o=c(t[0],t[1],e[0],e[1],a[0],a[1],a[2],a[3]);o&&(!n||Math.abs(o.x-r[0][0])>1||Math.abs(o.y-r[0][1])>1)&&(o=[o.x,o.y],n&&Y(o,t)<Y(r[0],t)?r.unshift(o):r.push(o),n++)}return r}:\"hv\"===D||\"vh\"===D?$=function(t,e){var r=[],n=ot(t),i=ot(e);return n&&i&&st(n,i)||(n&&r.push(n),i&&r.push(i)),r}:\"hvh\"===D?$=lt(0,et,rt):\"vhv\"===D&&($=lt(1,nt,it)),r=0;r<j;r++)if(n=q(r)){for(V=0,K=null,ft(n),r++;r<j;r++){if(!(h=q(r))){if(z)continue;break}if(R&&e.simplify){var ht=q(r+1);if(y=Y(h,n),F&&(0===V||V===j-1)||!(y<G(h,ht)*N)){for(m=[(h[0]-n[0])/y,(h[1]-n[1])/y],p=n,x=y,b=w=T=0,g=!1,a=h,r++;r<t.length;r++){if(d=ht,ht=q(r+1),!d){if(z)continue;break}if(k=(v=[d[0]-n[0],d[1]-n[1]])[0]*m[1]-v[1]*m[0],w=Math.min(w,k),(T=Math.max(T,k))-w>G(d,ht))break;a=d,(_=v[0]*m[0]+v[1]*m[1])>x?(x=_,h=d,g=!1):_<b&&(b=_,p=d,g=!0)}if(g?(ft(h),a!==p&&ft(p)):(p!==n&&ft(p),a!==h&&ft(h)),ft(a),r>=t.length||!d)break;ft(d),n=d}}else ft(h)}K&&ct([Z||K[0],J||K[1]]),B.push(U.slice(0,V))}return B}},{\"../../constants/numerical\":753,\"../../lib\":778,\"./constants\":1191}],1202:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){\"spline\"===r(\"line.shape\")&&r(\"line.smoothing\")}},{}],1203:[function(t,e,r){\"use strict\";var n={tonextx:1,tonexty:1,tonext:1};e.exports=function(t,e,r){var i,a,o,s,l,c={},u=!1,f=-1,h=0,p=-1;for(a=0;a<r.length;a++)(o=(i=r[a][0].trace).stackgroup||\"\")?o in c?l=c[o]:(l=c[o]=h,h++):i.fill in n&&p>=0?l=p:(l=p=h,h++),l<f&&(u=!0),i._groupIndex=f=l;var d=r.slice();u&&d.sort((function(t,e){var r=t[0].trace,n=e[0].trace;return r._groupIndex-n._groupIndex||r.index-n.index}));var g={};for(a=0;a<d.length;a++)o=(i=d[a][0].trace).stackgroup||\"\",!0===i.visible?(i._nexttrace=null,i.fill in n&&(s=g[o],i._prevtrace=s||null,s&&(s._nexttrace=i)),i._ownfill=i.fill&&(\"tozero\"===i.fill.substr(0,6)||\"toself\"===i.fill||\"to\"===i.fill.substr(0,2)&&!i._prevtrace),g[o]=i):i._prevtrace=i._nexttrace=i._ownfill=null;return d}},{}],1204:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\");e.exports=function(t){var e=t.marker,r=e.sizeref||1,i=e.sizemin||0,a=\"area\"===e.sizemode?function(t){return Math.sqrt(t/r)}:function(t){return t/r};return function(t){var e=a(t/2);return n(e)&&e>0?Math.max(e,i):0}}},{\"fast-isnumeric\":241}],1205:[function(t,e,r){\"use strict\";e.exports={container:\"marker\",min:\"cmin\",max:\"cmax\"}},{}],1206:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"../../components/colorscale/helpers\").hasColorscale,a=t(\"../../components/colorscale/defaults\"),o=t(\"./subtypes\");e.exports=function(t,e,r,s,l,c){var u=o.isBubble(t),f=(t.line||{}).color;(c=c||{},f&&(r=f),l(\"marker.symbol\"),l(\"marker.opacity\",u?.7:1),l(\"marker.size\"),l(\"marker.color\",r),i(t,\"marker\")&&a(t,e,s,l,{prefix:\"marker.\",cLetter:\"c\"}),c.noSelect||(l(\"selected.marker.color\"),l(\"unselected.marker.color\"),l(\"selected.marker.size\"),l(\"unselected.marker.size\")),c.noLine||(l(\"marker.line.color\",f&&!Array.isArray(f)&&e.marker.color!==f?f:u?n.background:n.defaultLine),i(t,\"marker.line\")&&a(t,e,s,l,{prefix:\"marker.line.\",cLetter:\"c\"}),l(\"marker.line.width\",u?1:0)),u&&(l(\"marker.sizeref\"),l(\"marker.sizemin\"),l(\"marker.sizemode\")),c.gradient)&&(\"none\"!==l(\"marker.gradient.type\")&&l(\"marker.gradient.color\"))}},{\"../../components/color\":643,\"../../components/colorscale/defaults\":653,\"../../components/colorscale/helpers\":654,\"./subtypes\":1212}],1207:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").dateTick0,i=t(\"../../constants/numerical\").ONEWEEK;function a(t,e){return n(e,t%i==0?1:0)}e.exports=function(t,e,r,n,i){if(i||(i={x:!0,y:!0}),i.x){var o=n(\"xperiod\");o&&(n(\"xperiod0\",a(o,e.xcalendar)),n(\"xperiodalignment\"))}if(i.y){var s=n(\"yperiod\");s&&(n(\"yperiod0\",a(s,e.ycalendar)),n(\"yperiodalignment\"))}}},{\"../../constants/numerical\":753,\"../../lib\":778}],1208:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../registry\"),a=t(\"../../lib\"),o=a.ensureSingle,s=a.identity,l=t(\"../../components/drawing\"),c=t(\"./subtypes\"),u=t(\"./line_points\"),f=t(\"./link_traces\"),h=t(\"../../lib/polygon\").tester;function p(t,e,r,f,p,d,g){var m;!function(t,e,r,i,o){var s=r.xaxis,l=r.yaxis,u=n.extent(a.simpleMap(s.range,s.r2c)),f=n.extent(a.simpleMap(l.range,l.r2c)),h=i[0].trace;if(!c.hasMarkers(h))return;var p=h.marker.maxdisplayed;if(0===p)return;var d=i.filter((function(t){return t.x>=u[0]&&t.x<=u[1]&&t.y>=f[0]&&t.y<=f[1]})),g=Math.ceil(d.length/p),m=0;o.forEach((function(t,r){var n=t[0].trace;c.hasMarkers(n)&&n.marker.maxdisplayed>0&&r<e&&m++}));var v=Math.round(m*g/3+Math.floor(m/3)*g/7.1);i.forEach((function(t){delete t.vis})),d.forEach((function(t,e){0===Math.round((e+v)%g)&&(t.vis=!0)}))}(0,e,r,f,p);var v=!!g&&g.duration>0;function y(t){return v?t.transition():t}var x=r.xaxis,b=r.yaxis,_=f[0].trace,w=_.line,T=n.select(d),k=o(T,\"g\",\"errorbars\"),M=o(T,\"g\",\"lines\"),A=o(T,\"g\",\"points\"),S=o(T,\"g\",\"text\");if(i.getComponentMethod(\"errorbars\",\"plot\")(t,k,r,g),!0===_.visible){var E,C;y(T).style(\"opacity\",_.opacity);var L=_.fill.charAt(_.fill.length-1);\"x\"!==L&&\"y\"!==L&&(L=\"\"),f[0][r.isRangePlot?\"nodeRangePlot3\":\"node3\"]=T;var I,P,z=\"\",O=[],D=_._prevtrace;D&&(z=D._prevRevpath||\"\",C=D._nextFill,O=D._polygons);var R,F,B,N,j,U,V,q=\"\",H=\"\",G=[],Y=a.noop;if(E=_._ownFill,c.hasLines(_)||\"none\"!==_.fill){for(C&&C.datum(f),-1!==[\"hv\",\"vh\",\"hvh\",\"vhv\"].indexOf(w.shape)?(R=l.steps(w.shape),F=l.steps(w.shape.split(\"\").reverse().join(\"\"))):R=F=\"spline\"===w.shape?function(t){var e=t[t.length-1];return t.length>1&&t[0][0]===e[0]&&t[0][1]===e[1]?l.smoothclosed(t.slice(1),w.smoothing):l.smoothopen(t,w.smoothing)}:function(t){return\"M\"+t.join(\"L\")},B=function(t){return F(t.reverse())},G=u(f,{xaxis:x,yaxis:b,connectGaps:_.connectgaps,baseTolerance:Math.max(w.width||1,3)/4,shape:w.shape,simplify:w.simplify,fill:_.fill}),V=_._polygons=new Array(G.length),m=0;m<G.length;m++)_._polygons[m]=h(G[m]);G.length&&(N=G[0][0],U=(j=G[G.length-1])[j.length-1]),Y=function(t){return function(e){if(I=R(e),P=B(e),q?L?(q+=\"L\"+I.substr(1),H=P+\"L\"+H.substr(1)):(q+=\"Z\"+I,H=P+\"Z\"+H):(q=I,H=P),c.hasLines(_)&&e.length>1){var r=n.select(this);if(r.datum(f),t)y(r.style(\"opacity\",0).attr(\"d\",I).call(l.lineGroupStyle)).style(\"opacity\",1);else{var i=y(r);i.attr(\"d\",I),l.singleLineStyle(f,i)}}}}}var W=M.selectAll(\".js-line\").data(G);y(W.exit()).style(\"opacity\",0).remove(),W.each(Y(!1)),W.enter().append(\"path\").classed(\"js-line\",!0).style(\"vector-effect\",\"non-scaling-stroke\").call(l.lineGroupStyle).each(Y(!0)),l.setClipUrl(W,r.layerClipId,t),G.length?(E?(E.datum(f),N&&U&&(L?(\"y\"===L?N[1]=U[1]=b.c2p(0,!0):\"x\"===L&&(N[0]=U[0]=x.c2p(0,!0)),y(E).attr(\"d\",\"M\"+U+\"L\"+N+\"L\"+q.substr(1)).call(l.singleFillStyle)):y(E).attr(\"d\",q+\"Z\").call(l.singleFillStyle))):C&&(\"tonext\"===_.fill.substr(0,6)&&q&&z?(\"tonext\"===_.fill?y(C).attr(\"d\",q+\"Z\"+z+\"Z\").call(l.singleFillStyle):y(C).attr(\"d\",q+\"L\"+z.substr(1)+\"Z\").call(l.singleFillStyle),_._polygons=_._polygons.concat(O)):(Z(C),_._polygons=null)),_._prevRevpath=H,_._prevPolygons=V):(E?Z(E):C&&Z(C),_._polygons=_._prevRevpath=_._prevPolygons=null),A.datum(f),S.datum(f),function(e,i,a){var o,u=a[0].trace,f=c.hasMarkers(u),h=c.hasText(u),p=tt(u),d=et,g=et;if(f||h){var m=s,_=u.stackgroup,w=_&&\"infer zero\"===t._fullLayout._scatterStackOpts[x._id+b._id][_].stackgaps;u.marker.maxdisplayed||u._needsCull?m=w?K:J:_&&!w&&(m=Q),f&&(d=m),h&&(g=m)}var T,k=(o=e.selectAll(\"path.point\").data(d,p)).enter().append(\"path\").classed(\"point\",!0);v&&k.call(l.pointStyle,u,t).call(l.translatePoints,x,b).style(\"opacity\",0).transition().style(\"opacity\",1),o.order(),f&&(T=l.makePointStyleFns(u)),o.each((function(e){var i=n.select(this),a=y(i);l.translatePoint(e,a,x,b)?(l.singlePointStyle(e,a,u,T,t),r.layerClipId&&l.hideOutsideRangePoint(e,a,x,b,u.xcalendar,u.ycalendar),u.customdata&&i.classed(\"plotly-customdata\",null!==e.data&&void 0!==e.data)):a.remove()})),v?o.exit().transition().style(\"opacity\",0).remove():o.exit().remove(),(o=i.selectAll(\"g\").data(g,p)).enter().append(\"g\").classed(\"textpoint\",!0).append(\"text\"),o.order(),o.each((function(t){var e=n.select(this),i=y(e.select(\"text\"));l.translatePoint(t,i,x,b)?r.layerClipId&&l.hideOutsideRangePoint(t,e,x,b,u.xcalendar,u.ycalendar):e.remove()})),o.selectAll(\"text\").call(l.textPointStyle,u,t).each((function(t){var e=x.c2p(t.x),r=b.c2p(t.y);n.select(this).selectAll(\"tspan.line\").each((function(){y(n.select(this)).attr({x:e,y:r})}))})),o.exit().remove()}(A,S,f);var X=!1===_.cliponaxis?null:r.layerClipId;l.setClipUrl(A,X,t),l.setClipUrl(S,X,t)}function Z(t){y(t).attr(\"d\",\"M0,0Z\")}function J(t){return t.filter((function(t){return!t.gap&&t.vis}))}function K(t){return t.filter((function(t){return t.vis}))}function Q(t){return t.filter((function(t){return!t.gap}))}function $(t){return t.id}function tt(t){if(t.ids)return $}function et(){return!1}}e.exports=function(t,e,r,i,a,c){var u,h,d=!a,g=!!a&&a.duration>0,m=f(t,e,r);((u=i.selectAll(\"g.trace\").data(m,(function(t){return t[0].trace.uid}))).enter().append(\"g\").attr(\"class\",(function(t){return\"trace scatter trace\"+t[0].trace.uid})).style(\"stroke-miterlimit\",2),u.order(),function(t,e,r){e.each((function(e){var i=o(n.select(this),\"g\",\"fills\");l.setClipUrl(i,r.layerClipId,t);var a=e[0].trace,c=[];a._ownfill&&c.push(\"_ownFill\"),a._nexttrace&&c.push(\"_nextFill\");var u=i.selectAll(\"g\").data(c,s);u.enter().append(\"g\"),u.exit().each((function(t){a[t]=null})).remove(),u.order().each((function(t){a[t]=o(n.select(this),\"path\",\"js-fill\")}))}))}(t,u,e),g)?(c&&(h=c()),n.transition().duration(a.duration).ease(a.easing).each(\"end\",(function(){h&&h()})).each(\"interrupt\",(function(){h&&h()})).each((function(){i.selectAll(\"g.trace\").each((function(r,n){p(t,n,e,r,m,this,a)}))}))):u.each((function(r,n){p(t,n,e,r,m,this,a)}));d&&u.exit().remove(),i.selectAll(\"path:not([d])\").remove()}},{\"../../components/drawing\":665,\"../../lib\":778,\"../../lib/polygon\":790,\"../../registry\":911,\"./line_points\":1201,\"./link_traces\":1203,\"./subtypes\":1212,d3:169}],1209:[function(t,e,r){\"use strict\";var n=t(\"./subtypes\");e.exports=function(t,e){var r,i,a,o,s=t.cd,l=t.xaxis,c=t.yaxis,u=[],f=s[0].trace;if(!n.hasMarkers(f)&&!n.hasText(f))return[];if(!1===e)for(r=0;r<s.length;r++)s[r].selected=0;else for(r=0;r<s.length;r++)i=s[r],a=l.c2p(i.x),o=c.c2p(i.y),null!==i.i&&e.contains([a,o],!1,r,t)?(u.push({pointNumber:i.i,x:l.c2d(i.x),y:c.c2d(i.y)}),i.selected=1):i.selected=0;return u}},{\"./subtypes\":1212}],1210:[function(t,e,r){\"use strict\";var n=[\"orientation\",\"groupnorm\",\"stackgaps\"];e.exports=function(t,e,r,i){var a=r._scatterStackOpts,o=i(\"stackgroup\");if(o){var s=e.xaxis+e.yaxis,l=a[s];l||(l=a[s]={});var c=l[o],u=!1;c?c.traces.push(e):(c=l[o]={traceIndices:[],traces:[e]},u=!0);for(var f={orientation:e.x&&!e.y?\"h\":\"v\"},h=0;h<n.length;h++){var p=n[h],d=p+\"Found\";if(!c[d]){var g=void 0!==t[p],m=\"orientation\"===p;if((g||u)&&(c[p]=i(p,f[p]),m&&(c.fillDflt=\"h\"===c[p]?\"tonextx\":\"tonexty\"),g&&(c[d]=!0,!u&&(delete c.traces[0][p],m))))for(var v=0;v<c.traces.length-1;v++){var y=c.traces[v];y._input.fill!==y.fill&&(y.fill=c.fillDflt)}}}return c}}},{}],1211:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/drawing\"),a=t(\"../../registry\");function o(t,e,r){i.pointStyle(t.selectAll(\"path.point\"),e,r)}function s(t,e,r){i.textPointStyle(t.selectAll(\"text\"),e,r)}e.exports={style:function(t){var e=n.select(t).selectAll(\"g.trace.scatter\");e.style(\"opacity\",(function(t){return t[0].trace.opacity})),e.selectAll(\"g.points\").each((function(e){o(n.select(this),e.trace||e[0].trace,t)})),e.selectAll(\"g.text\").each((function(e){s(n.select(this),e.trace||e[0].trace,t)})),e.selectAll(\"g.trace path.js-line\").call(i.lineGroupStyle),e.selectAll(\"g.trace path.js-fill\").call(i.fillGroupStyle),a.getComponentMethod(\"errorbars\",\"style\")(e)},stylePoints:o,styleText:s,styleOnSelect:function(t,e,r){var n=e[0].trace;n.selectedpoints?(i.selectedPointStyle(r.selectAll(\"path.point\"),n),i.selectedTextStyle(r.selectAll(\"text\"),n)):(o(r,n,t),s(r,n,t))}}},{\"../../components/drawing\":665,\"../../registry\":911,d3:169}],1212:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports={hasLines:function(t){return t.visible&&t.mode&&-1!==t.mode.indexOf(\"lines\")},hasMarkers:function(t){return t.visible&&(t.mode&&-1!==t.mode.indexOf(\"markers\")||\"splom\"===t.type)},hasText:function(t){return t.visible&&t.mode&&-1!==t.mode.indexOf(\"text\")},isBubble:function(t){return n.isPlainObject(t.marker)&&n.isArrayOrTypedArray(t.marker.size)}}},{\"../../lib\":778}],1213:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e,r,i,a){a=a||{},i(\"textposition\"),n.coerceFont(i,\"textfont\",r.font),a.noSelect||(i(\"selected.textfont.color\"),i(\"unselected.textfont.color\"))}},{\"../../lib\":778}],1214:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../registry\");e.exports=function(t,e,r,a){var o,s=a(\"x\"),l=a(\"y\");if(i.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\",\"y\"],r),s){var c=n.minRowLength(s);l?o=Math.min(c,n.minRowLength(l)):(o=c,a(\"y0\"),a(\"dy\"))}else{if(!l)return 0;o=n.minRowLength(l),a(\"x0\"),a(\"dx\")}return e._length=o,o}},{\"../../lib\":778,\"../../registry\":911}],1215:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\"),i=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/template_attributes\").texttemplateAttrs,s=t(\"../../plots/attributes\"),l=t(\"../../constants/gl3d_dashes\"),c=t(\"../../constants/gl3d_markers\"),u=t(\"../../lib/extend\").extendFlat,f=t(\"../../plot_api/edit_types\").overrideAll,h=n.line,p=n.marker,d=p.line,g=u({width:h.width,dash:{valType:\"enumerated\",values:Object.keys(l),dflt:\"solid\"}},i(\"line\"));var m=e.exports=f({x:n.x,y:n.y,z:{valType:\"data_array\"},text:u({},n.text,{}),texttemplate:o({},{}),hovertext:u({},n.hovertext,{}),hovertemplate:a(),mode:u({},n.mode,{dflt:\"lines+markers\"}),surfaceaxis:{valType:\"enumerated\",values:[-1,0,1,2],dflt:-1},surfacecolor:{valType:\"color\"},projection:{x:{show:{valType:\"boolean\",dflt:!1},opacity:{valType:\"number\",min:0,max:1,dflt:1},scale:{valType:\"number\",min:0,max:10,dflt:2/3}},y:{show:{valType:\"boolean\",dflt:!1},opacity:{valType:\"number\",min:0,max:1,dflt:1},scale:{valType:\"number\",min:0,max:10,dflt:2/3}},z:{show:{valType:\"boolean\",dflt:!1},opacity:{valType:\"number\",min:0,max:1,dflt:1},scale:{valType:\"number\",min:0,max:10,dflt:2/3}}},connectgaps:n.connectgaps,line:g,marker:u({symbol:{valType:\"enumerated\",values:Object.keys(c),dflt:\"circle\",arrayOk:!0},size:u({},p.size,{dflt:8}),sizeref:p.sizeref,sizemin:p.sizemin,sizemode:p.sizemode,opacity:u({},p.opacity,{arrayOk:!1}),colorbar:p.colorbar,line:u({width:u({},d.width,{arrayOk:!1})},i(\"marker.line\"))},i(\"marker\")),textposition:u({},n.textposition,{dflt:\"top center\"}),textfont:{color:n.textfont.color,size:n.textfont.size,family:u({},n.textfont.family,{arrayOk:!1})},hoverinfo:u({},s.hoverinfo)},\"calc\",\"nested\");m.x.editType=m.y.editType=m.z.editType=\"calc+clearAxisTypes\"},{\"../../components/colorscale/attributes\":650,\"../../constants/gl3d_dashes\":750,\"../../constants/gl3d_markers\":751,\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../scatter/attributes\":1187}],1216:[function(t,e,r){\"use strict\";var n=t(\"../scatter/arrays_to_calcdata\"),i=t(\"../scatter/colorscale_calc\");e.exports=function(t,e){var r=[{x:!1,y:!1,trace:e,t:{}}];return n(r,e),i(t,e),r}},{\"../scatter/arrays_to_calcdata\":1186,\"../scatter/colorscale_calc\":1190}],1217:[function(t,e,r){\"use strict\";var n=t(\"../../registry\");function i(t,e,r,i){if(!e||!e.visible)return null;for(var a=n.getComponentMethod(\"errorbars\",\"makeComputeError\")(e),o=new Array(t.length),s=0;s<t.length;s++){var l=a(+t[s],s);if(\"log\"===i.type){var c=i.c2l(t[s]),u=t[s]-l[0],f=t[s]+l[1];if(o[s]=[(i.c2l(u,!0)-c)*r,(i.c2l(f,!0)-c)*r],u>0){var h=i.c2l(u);i._lowerLogErrorBound||(i._lowerLogErrorBound=h),i._lowerErrorBound=Math.min(i._lowerLogErrorBound,h)}}else o[s]=[-l[0]*r,l[1]*r]}return o}e.exports=function(t,e,r){var n=[i(t.x,t.error_x,e[0],r.xaxis),i(t.y,t.error_y,e[1],r.yaxis),i(t.z,t.error_z,e[2],r.zaxis)],a=function(t){for(var e=0;e<t.length;e++)if(t[e])return t[e].length;return 0}(n);if(0===a)return null;for(var o=new Array(a),s=0;s<a;s++){for(var l=[[0,0,0],[0,0,0]],c=0;c<3;c++)if(n[c])for(var u=0;u<2;u++)l[u][c]=n[c][s][u];o[s]=l}return o}},{\"../../registry\":911}],1218:[function(t,e,r){\"use strict\";var n=t(\"gl-line3d\"),i=t(\"gl-scatter3d\"),a=t(\"gl-error3d\"),o=t(\"gl-mesh3d\"),s=t(\"delaunay-triangulate\"),l=t(\"../../lib\"),c=t(\"../../lib/str2rgbarray\"),u=t(\"../../lib/gl_format_color\").formatColor,f=t(\"../scatter/make_bubble_size_func\"),h=t(\"../../constants/gl3d_dashes\"),p=t(\"../../constants/gl3d_markers\"),d=t(\"../../plots/cartesian/axes\"),g=t(\"../../components/fx/helpers\").appendArrayPointValue,m=t(\"./calc_errors\");function v(t,e){this.scene=t,this.uid=e,this.linePlot=null,this.scatterPlot=null,this.errorBars=null,this.textMarkers=null,this.delaunayMesh=null,this.color=null,this.mode=\"\",this.dataPoints=[],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.textLabels=null,this.data=null}var y=v.prototype;function x(t){return null==t?0:t.indexOf(\"left\")>-1?-1:t.indexOf(\"right\")>-1?1:0}function b(t){return null==t?0:t.indexOf(\"top\")>-1?-1:t.indexOf(\"bottom\")>-1?1:0}function _(t,e){return e(4*t)}function w(t){return p[t]}function T(t,e,r,n,i){var a=null;if(l.isArrayOrTypedArray(t)){a=[];for(var o=0;o<e;o++)void 0===t[o]?a[o]=n:a[o]=r(t[o],i)}else a=r(t,l.identity);return a}function k(t,e){var r,n,i,a,o,s,h=[],p=t.fullSceneLayout,v=t.dataScale,y=p.xaxis,k=p.yaxis,M=p.zaxis,A=e.marker,S=e.line,E=e.x||[],C=e.y||[],L=e.z||[],I=E.length,P=e.xcalendar,z=e.ycalendar,O=e.zcalendar;for(o=0;o<I;o++)r=y.d2l(E[o],0,P)*v[0],n=k.d2l(C[o],0,z)*v[1],i=M.d2l(L[o],0,O)*v[2],h[o]=[r,n,i];if(Array.isArray(e.text))s=e.text;else if(void 0!==e.text)for(s=new Array(I),o=0;o<I;o++)s[o]=e.text;function D(t,e){var r=p[t];return d.tickText(r,r.d2l(e),!0).text}var R=e.texttemplate;if(R){var F=t.fullLayout._d3locale,B=Array.isArray(R),N=B?Math.min(R.length,I):I,j=B?function(t){return R[t]}:function(){return R};for(s=new Array(N),o=0;o<N;o++){var U={x:E[o],y:C[o],z:L[o]},V={xLabel:D(\"xaxis\",E[o]),yLabel:D(\"yaxis\",C[o]),zLabel:D(\"zaxis\",L[o])},q={};g(q,e,o);var H=e._meta||{};s[o]=l.texttemplateString(j(o),V,F,q,U,H)}}if(a={position:h,mode:e.mode,text:s},\"line\"in e&&(a.lineColor=u(S,1,I),a.lineWidth=S.width,a.lineDashes=S.dash),\"marker\"in e){var G=f(e);a.scatterColor=u(A,1,I),a.scatterSize=T(A.size,I,_,20,G),a.scatterMarker=T(A.symbol,I,w,\"\\u25cf\"),a.scatterLineWidth=A.line.width,a.scatterLineColor=u(A.line,1,I),a.scatterAngle=0}\"textposition\"in e&&(a.textOffset=function(t){var e=[0,0];if(Array.isArray(t))for(var r=0;r<t.length;r++)e[r]=[0,0],t[r]&&(e[r][0]=x(t[r]),e[r][1]=b(t[r]));else e[0]=x(t),e[1]=b(t);return e}(e.textposition),a.textColor=u(e.textfont,1,I),a.textSize=T(e.textfont.size,I,l.identity,12),a.textFont=e.textfont.family,a.textAngle=0);var Y=[\"x\",\"y\",\"z\"];for(a.project=[!1,!1,!1],a.projectScale=[1,1,1],a.projectOpacity=[1,1,1],o=0;o<3;++o){var W=e.projection[Y[o]];(a.project[o]=W.show)&&(a.projectOpacity[o]=W.opacity,a.projectScale[o]=W.scale)}a.errorBounds=m(e,v,p);var X=function(t){for(var e=[0,0,0],r=[[0,0,0],[0,0,0],[0,0,0]],n=[1,1,1],i=0;i<3;i++){var a=t[i];a&&!1!==a.copy_zstyle&&!1!==t[2].visible&&(a=t[2]),a&&a.visible&&(e[i]=a.width/2,r[i]=c(a.color),n[i]=a.thickness)}return{capSize:e,color:r,lineWidth:n}}([e.error_x,e.error_y,e.error_z]);return a.errorColor=X.color,a.errorLineWidth=X.lineWidth,a.errorCapSize=X.capSize,a.delaunayAxis=e.surfaceaxis,a.delaunayColor=c(e.surfacecolor),a}function M(t){if(l.isArrayOrTypedArray(t)){var e=t[0];return l.isArrayOrTypedArray(e)&&(t=e),\"rgb(\"+t.slice(0,3).map((function(t){return Math.round(255*t)}))+\")\"}return null}function A(t){return l.isArrayOrTypedArray(t)?4===t.length&&\"number\"==typeof t[0]?M(t):t.map(M):null}y.handlePick=function(t){if(t.object&&(t.object===this.linePlot||t.object===this.delaunayMesh||t.object===this.textMarkers||t.object===this.scatterPlot)){var e=t.index=t.data.index;return t.object.highlight&&t.object.highlight(null),this.scatterPlot&&(t.object=this.scatterPlot,this.scatterPlot.highlight(t.data)),t.textLabel=\"\",this.textLabels&&(Array.isArray(this.textLabels)?(this.textLabels[e]||0===this.textLabels[e])&&(t.textLabel=this.textLabels[e]):t.textLabel=this.textLabels),t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]],!0}},y.update=function(t){var e,r,l,c,u=this.scene.glplot.gl,f=h.solid;this.data=t;var p=k(this.scene,t);\"mode\"in p&&(this.mode=p.mode),\"lineDashes\"in p&&p.lineDashes in h&&(f=h[p.lineDashes]),this.color=A(p.scatterColor)||A(p.lineColor),this.dataPoints=p.position,e={gl:this.scene.glplot.gl,position:p.position,color:p.lineColor,lineWidth:p.lineWidth||1,dashes:f[0],dashScale:f[1],opacity:t.opacity,connectGaps:t.connectgaps},-1!==this.mode.indexOf(\"lines\")?this.linePlot?this.linePlot.update(e):(this.linePlot=n(e),this.linePlot._trace=this,this.scene.glplot.add(this.linePlot)):this.linePlot&&(this.scene.glplot.remove(this.linePlot),this.linePlot.dispose(),this.linePlot=null);var d=t.opacity;if(t.marker&&t.marker.opacity&&(d*=t.marker.opacity),r={gl:this.scene.glplot.gl,position:p.position,color:p.scatterColor,size:p.scatterSize,glyph:p.scatterMarker,opacity:d,orthographic:!0,lineWidth:p.scatterLineWidth,lineColor:p.scatterLineColor,project:p.project,projectScale:p.projectScale,projectOpacity:p.projectOpacity},-1!==this.mode.indexOf(\"markers\")?this.scatterPlot?this.scatterPlot.update(r):(this.scatterPlot=i(r),this.scatterPlot._trace=this,this.scatterPlot.highlightScale=1,this.scene.glplot.add(this.scatterPlot)):this.scatterPlot&&(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose(),this.scatterPlot=null),c={gl:this.scene.glplot.gl,position:p.position,glyph:p.text,color:p.textColor,size:p.textSize,angle:p.textAngle,alignment:p.textOffset,font:p.textFont,orthographic:!0,lineWidth:0,project:!1,opacity:t.opacity},this.textLabels=t.hovertext||t.text,-1!==this.mode.indexOf(\"text\")?this.textMarkers?this.textMarkers.update(c):(this.textMarkers=i(c),this.textMarkers._trace=this,this.textMarkers.highlightScale=1,this.scene.glplot.add(this.textMarkers)):this.textMarkers&&(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose(),this.textMarkers=null),l={gl:this.scene.glplot.gl,position:p.position,color:p.errorColor,error:p.errorBounds,lineWidth:p.errorLineWidth,capSize:p.errorCapSize,opacity:t.opacity},this.errorBars?p.errorBounds?this.errorBars.update(l):(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose(),this.errorBars=null):p.errorBounds&&(this.errorBars=a(l),this.errorBars._trace=this,this.scene.glplot.add(this.errorBars)),p.delaunayAxis>=0){var g=function(t,e,r){var n,i=(r+1)%3,a=(r+2)%3,o=[],l=[];for(n=0;n<t.length;++n){var c=t[n];!isNaN(c[i])&&isFinite(c[i])&&!isNaN(c[a])&&isFinite(c[a])&&(o.push([c[i],c[a]]),l.push(n))}var u=s(o);for(n=0;n<u.length;++n)for(var f=u[n],h=0;h<f.length;++h)f[h]=l[f[h]];return{positions:t,cells:u,meshColor:e}}(p.position,p.delaunayColor,p.delaunayAxis);g.opacity=t.opacity,this.delaunayMesh?this.delaunayMesh.update(g):(g.gl=u,this.delaunayMesh=o(g),this.delaunayMesh._trace=this,this.scene.glplot.add(this.delaunayMesh))}else this.delaunayMesh&&(this.scene.glplot.remove(this.delaunayMesh),this.delaunayMesh.dispose(),this.delaunayMesh=null)},y.dispose=function(){this.linePlot&&(this.scene.glplot.remove(this.linePlot),this.linePlot.dispose()),this.scatterPlot&&(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose()),this.errorBars&&(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose()),this.textMarkers&&(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose()),this.delaunayMesh&&(this.scene.glplot.remove(this.delaunayMesh),this.delaunayMesh.dispose())},e.exports=function(t,e){var r=new v(t,e.uid);return r.update(e),r}},{\"../../components/fx/helpers\":679,\"../../constants/gl3d_dashes\":750,\"../../constants/gl3d_markers\":751,\"../../lib\":778,\"../../lib/gl_format_color\":774,\"../../lib/str2rgbarray\":802,\"../../plots/cartesian/axes\":828,\"../scatter/make_bubble_size_func\":1204,\"./calc_errors\":1217,\"delaunay-triangulate\":171,\"gl-error3d\":266,\"gl-line3d\":275,\"gl-mesh3d\":309,\"gl-scatter3d\":330}],1219:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/text_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,u){function f(r,n){return i.coerce(t,e,c,r,n)}if(function(t,e,r,i){var a=0,o=r(\"x\"),s=r(\"y\"),l=r(\"z\");n.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\",\"y\",\"z\"],i),o&&s&&l&&(a=Math.min(o.length,s.length,l.length),e._length=e._xlength=e._ylength=e._zlength=a);return a}(t,e,f,u)){f(\"text\"),f(\"hovertext\"),f(\"hovertemplate\"),f(\"mode\"),a.hasLines(e)&&(f(\"connectgaps\"),s(t,e,r,u,f)),a.hasMarkers(e)&&o(t,e,r,u,f,{noSelect:!0}),a.hasText(e)&&(f(\"texttemplate\"),l(t,e,u,f,{noSelect:!0}));var h=(e.line||{}).color,p=(e.marker||{}).color;f(\"surfaceaxis\")>=0&&f(\"surfacecolor\",h||p);for(var d=[\"x\",\"y\",\"z\"],g=0;g<3;++g){var m=\"projection.\"+d[g];f(m+\".show\")&&(f(m+\".opacity\"),f(m+\".scale\"))}var v=n.getComponentMethod(\"errorbars\",\"supplyDefaults\");v(t,e,h||p||r,{axis:\"z\"}),v(t,e,h||p||r,{axis:\"y\",inherit:\"z\"}),v(t,e,h||p||r,{axis:\"x\",inherit:\"z\"})}else e.visible=!1}},{\"../../lib\":778,\"../../registry\":911,\"../scatter/line_defaults\":1200,\"../scatter/marker_defaults\":1206,\"../scatter/subtypes\":1212,\"../scatter/text_defaults\":1213,\"./attributes\":1215}],1220:[function(t,e,r){\"use strict\";e.exports={plot:t(\"./convert\"),attributes:t(\"./attributes\"),markerSymbols:t(\"../../constants/gl3d_markers\"),supplyDefaults:t(\"./defaults\"),colorbar:[{container:\"marker\",min:\"cmin\",max:\"cmax\"},{container:\"line\",min:\"cmin\",max:\"cmax\"}],calc:t(\"./calc\"),moduleType:\"trace\",name:\"scatter3d\",basePlotModule:t(\"../../plots/gl3d\"),categories:[\"gl3d\",\"symbols\",\"showLegend\",\"scatter-like\"],meta:{}}},{\"../../constants/gl3d_markers\":751,\"../../plots/gl3d\":870,\"./attributes\":1215,\"./calc\":1216,\"./convert\":1218,\"./defaults\":1219}],1221:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/template_attributes\").texttemplateAttrs,s=t(\"../../components/colorscale/attributes\"),l=t(\"../../lib/extend\").extendFlat,c=n.marker,u=n.line,f=c.line;e.exports={carpet:{valType:\"string\",editType:\"calc\"},a:{valType:\"data_array\",editType:\"calc\"},b:{valType:\"data_array\",editType:\"calc\"},mode:l({},n.mode,{dflt:\"markers\"}),text:l({},n.text,{}),texttemplate:o({editType:\"plot\"},{keys:[\"a\",\"b\",\"text\"]}),hovertext:l({},n.hovertext,{}),line:{color:u.color,width:u.width,dash:u.dash,shape:l({},u.shape,{values:[\"linear\",\"spline\"]}),smoothing:u.smoothing,editType:\"calc\"},connectgaps:n.connectgaps,fill:l({},n.fill,{values:[\"none\",\"toself\",\"tonext\"],dflt:\"none\"}),fillcolor:n.fillcolor,marker:l({symbol:c.symbol,opacity:c.opacity,maxdisplayed:c.maxdisplayed,size:c.size,sizeref:c.sizeref,sizemin:c.sizemin,sizemode:c.sizemode,line:l({width:f.width,editType:\"calc\"},s(\"marker.line\")),gradient:c.gradient,editType:\"calc\"},s(\"marker\")),textfont:n.textfont,textposition:n.textposition,selected:n.selected,unselected:n.unselected,hoverinfo:l({},i.hoverinfo,{flags:[\"a\",\"b\",\"text\",\"name\"]}),hoveron:n.hoveron,hovertemplate:a()}},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../scatter/attributes\":1187}],1222:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../scatter/colorscale_calc\"),a=t(\"../scatter/arrays_to_calcdata\"),o=t(\"../scatter/calc_selection\"),s=t(\"../scatter/calc\").calcMarkerSize,l=t(\"../carpet/lookup_carpetid\");e.exports=function(t,e){var r=e._carpetTrace=l(t,e);if(r&&r.visible&&\"legendonly\"!==r.visible){var c;e.xaxis=r.xaxis,e.yaxis=r.yaxis;var u,f,h=e._length,p=new Array(h),d=!1;for(c=0;c<h;c++)if(u=e.a[c],f=e.b[c],n(u)&&n(f)){var g=r.ab2xy(+u,+f,!0),m=r.isVisible(+u,+f);m||(d=!0),p[c]={x:g[0],y:g[1],a:u,b:f,vis:m}}else p[c]={x:!1,y:!1};return e._needsCull=d,p[0].carpet=r,p[0].trace=e,s(e,h),i(t,e),a(p,e),o(p,e),p}}},{\"../carpet/lookup_carpetid\":981,\"../scatter/arrays_to_calcdata\":1186,\"../scatter/calc\":1188,\"../scatter/calc_selection\":1189,\"../scatter/colorscale_calc\":1190,\"fast-isnumeric\":241}],1223:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../scatter/constants\"),a=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),c=t(\"../scatter/text_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),f=t(\"./attributes\");e.exports=function(t,e,r,h){function p(r,i){return n.coerce(t,e,f,r,i)}p(\"carpet\"),e.xaxis=\"x\",e.yaxis=\"y\";var d=p(\"a\"),g=p(\"b\"),m=Math.min(d.length,g.length);if(m){e._length=m,p(\"text\"),p(\"texttemplate\"),p(\"hovertext\"),p(\"mode\",m<i.PTS_LINESONLY?\"lines+markers\":\"lines\"),a.hasLines(e)&&(s(t,e,r,h,p),l(t,e,p),p(\"connectgaps\")),a.hasMarkers(e)&&o(t,e,r,h,p,{gradient:!0}),a.hasText(e)&&c(t,e,h,p);var v=[];(a.hasMarkers(e)||a.hasText(e))&&(p(\"marker.maxdisplayed\"),v.push(\"points\")),p(\"fill\"),\"none\"!==e.fill&&(u(t,e,r,p),a.hasLines(e)||l(t,e,p)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||v.push(\"fills\"),\"fills\"!==p(\"hoveron\",v.join(\"+\")||\"points\")&&p(\"hovertemplate\"),n.coerceSelectionMarkerOpacity(e,p)}else e.visible=!1}},{\"../../lib\":778,\"../scatter/constants\":1191,\"../scatter/fillcolor_defaults\":1195,\"../scatter/line_defaults\":1200,\"../scatter/line_shape_defaults\":1202,\"../scatter/marker_defaults\":1206,\"../scatter/subtypes\":1212,\"../scatter/text_defaults\":1213,\"./attributes\":1221}],1224:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i){var a=n[i];return t.a=a.a,t.b=a.b,t.y=a.y,t}},{}],1225:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r={},n=e._carpet,i=n.ab2ij([t.a,t.b]),a=Math.floor(i[0]),o=i[0]-a,s=Math.floor(i[1]),l=i[1]-s,c=n.evalxy([],a,s,o,l);return r.yLabel=c[1].toFixed(3),r}},{}],1226:[function(t,e,r){\"use strict\";var n=t(\"../scatter/hover\"),i=t(\"../../lib\").fillText;e.exports=function(t,e,r,a){var o=n(t,e,r,a);if(o&&!1!==o[0].index){var s=o[0];if(void 0===s.index){var l=1-s.y0/t.ya._length,c=t.xa._length,u=c*l/2,f=c-u;return s.x0=Math.max(Math.min(s.x0,f),u),s.x1=Math.max(Math.min(s.x1,f),u),o}var h=s.cd[s.index];s.a=h.a,s.b=h.b,s.xLabelVal=void 0,s.yLabelVal=void 0;var p=s.trace,d=p._carpet,g=p._module.formatLabels(h,p);s.yLabel=g.yLabel,delete s.text;var m=[];if(!p.hovertemplate){var v=(h.hi||p.hoverinfo).split(\"+\");-1!==v.indexOf(\"all\")&&(v=[\"a\",\"b\",\"text\"]),-1!==v.indexOf(\"a\")&&y(d.aaxis,h.a),-1!==v.indexOf(\"b\")&&y(d.baxis,h.b),m.push(\"y: \"+s.yLabel),-1!==v.indexOf(\"text\")&&i(h,p,m),s.extraText=m.join(\"<br>\")}return o}function y(t,e){var r;r=t.labelprefix&&t.labelprefix.length>0?t.labelprefix.replace(/ = $/,\"\"):t._hovertitle,m.push(r+\": \"+e.toFixed(3)+t.labelsuffix)}}},{\"../../lib\":778,\"../scatter/hover\":1198}],1227:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),style:t(\"../scatter/style\").style,styleOnSelect:t(\"../scatter/style\").styleOnSelect,hoverPoints:t(\"./hover\"),selectPoints:t(\"../scatter/select\"),eventData:t(\"./event_data\"),moduleType:\"trace\",name:\"scattercarpet\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"svg\",\"carpet\",\"symbols\",\"showLegend\",\"carpetDependent\",\"zoomScale\"],meta:{}}},{\"../../plots/cartesian\":841,\"../scatter/marker_colorbar\":1205,\"../scatter/select\":1209,\"../scatter/style\":1211,\"./attributes\":1221,\"./calc\":1222,\"./defaults\":1223,\"./event_data\":1224,\"./format_labels\":1225,\"./hover\":1226,\"./plot\":1228}],1228:[function(t,e,r){\"use strict\";var n=t(\"../scatter/plot\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../components/drawing\");e.exports=function(t,e,r,o){var s,l,c,u=r[0][0].carpet,f={xaxis:i.getFromId(t,u.xaxis||\"x\"),yaxis:i.getFromId(t,u.yaxis||\"y\"),plot:e.plot};for(n(t,f,r,o),s=0;s<r.length;s++)l=r[s][0].trace,c=o.selectAll(\"g.trace\"+l.uid+\" .js-line\"),a.setClipUrl(c,r[s][0].carpet._clipPathId,t)}},{\"../../components/drawing\":665,\"../../plots/cartesian/axes\":828,\"../scatter/plot\":1208}],1229:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,a=t(\"../scatter/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../components/colorscale/attributes\"),l=t(\"../../components/drawing/attributes\").dash,c=t(\"../../lib/extend\").extendFlat,u=t(\"../../plot_api/edit_types\").overrideAll,f=a.marker,h=a.line,p=f.line;e.exports=u({lon:{valType:\"data_array\"},lat:{valType:\"data_array\"},locations:{valType:\"data_array\"},locationmode:{valType:\"enumerated\",values:[\"ISO-3\",\"USA-states\",\"country names\",\"geojson-id\"],dflt:\"ISO-3\"},geojson:{valType:\"any\",editType:\"calc\"},featureidkey:{valType:\"string\",editType:\"calc\",dflt:\"id\"},mode:c({},a.mode,{dflt:\"markers\"}),text:c({},a.text,{}),texttemplate:i({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"location\",\"text\"]}),hovertext:c({},a.hovertext,{}),textfont:a.textfont,textposition:a.textposition,line:{color:h.color,width:h.width,dash:l},connectgaps:a.connectgaps,marker:c({symbol:f.symbol,opacity:f.opacity,size:f.size,sizeref:f.sizeref,sizemin:f.sizemin,sizemode:f.sizemode,colorbar:f.colorbar,line:c({width:p.width},s(\"marker.line\")),gradient:f.gradient},s(\"marker\")),fill:{valType:\"enumerated\",values:[\"none\",\"toself\"],dflt:\"none\"},fillcolor:a.fillcolor,selected:a.selected,unselected:a.unselected,hoverinfo:c({},o.hoverinfo,{flags:[\"lon\",\"lat\",\"location\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},{\"../../components/colorscale/attributes\":650,\"../../components/drawing/attributes\":664,\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../scatter/attributes\":1187}],1230:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../constants/numerical\").BADNUM,a=t(\"../scatter/colorscale_calc\"),o=t(\"../scatter/arrays_to_calcdata\"),s=t(\"../scatter/calc_selection\"),l=t(\"../../lib\")._;function c(t){return t&&\"string\"==typeof t}e.exports=function(t,e){var r,u=Array.isArray(e.locations),f=u?e.locations.length:e._length,h=new Array(f);r=e.geojson?function(t){return c(t)||n(t)}:c;for(var p=0;p<f;p++){var d=h[p]={};if(u){var g=e.locations[p];d.loc=r(g)?g:null}else{var m=e.lon[p],v=e.lat[p];n(m)&&n(v)?d.lonlat=[+m,+v]:d.lonlat=[i,i]}}return o(h,e),a(t,e),s(h,e),f&&(h[0].t={labels:{lat:l(t,\"lat:\")+\" \",lon:l(t,\"lon:\")+\" \"}}),h}},{\"../../constants/numerical\":753,\"../../lib\":778,\"../scatter/arrays_to_calcdata\":1186,\"../scatter/calc_selection\":1189,\"../scatter/colorscale_calc\":1190,\"fast-isnumeric\":241}],1231:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../scatter/subtypes\"),a=t(\"../scatter/marker_defaults\"),o=t(\"../scatter/line_defaults\"),s=t(\"../scatter/text_defaults\"),l=t(\"../scatter/fillcolor_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,u){function f(r,i){return n.coerce(t,e,c,r,i)}var h,p=f(\"locations\");if(p&&p.length){var d,g=f(\"geojson\");(\"string\"==typeof g&&\"\"!==g||n.isPlainObject(g))&&(d=\"geojson-id\"),\"geojson-id\"===f(\"locationmode\",d)&&f(\"featureidkey\"),h=p.length}else{var m=f(\"lon\")||[],v=f(\"lat\")||[];h=Math.min(m.length,v.length)}h?(e._length=h,f(\"text\"),f(\"hovertext\"),f(\"hovertemplate\"),f(\"mode\"),i.hasLines(e)&&(o(t,e,r,u,f),f(\"connectgaps\")),i.hasMarkers(e)&&a(t,e,r,u,f,{gradient:!0}),i.hasText(e)&&(f(\"texttemplate\"),s(t,e,u,f)),f(\"fill\"),\"none\"!==e.fill&&l(t,e,r,f),n.coerceSelectionMarkerOpacity(e,f)):e.visible=!1}},{\"../../lib\":778,\"../scatter/fillcolor_defaults\":1195,\"../scatter/line_defaults\":1200,\"../scatter/marker_defaults\":1206,\"../scatter/subtypes\":1212,\"../scatter/text_defaults\":1213,\"./attributes\":1229}],1232:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i){t.lon=e.lon,t.lat=e.lat,t.location=e.loc?e.loc:null;var a=n[i];return a.fIn&&a.fIn.properties&&(t.properties=a.fIn.properties),t}},{}],1233:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\");e.exports=function(t,e,r){var i={},a=r[e.geo]._subplot.mockAxis,o=t.lonlat;return i.lonLabel=n.tickText(a,a.c2l(o[0]),!0).text,i.latLabel=n.tickText(a,a.c2l(o[1]),!0).text,i}},{\"../../plots/cartesian/axes\":828}],1234:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx\"),i=t(\"../../constants/numerical\").BADNUM,a=t(\"../scatter/get_trace_color\"),o=t(\"../../lib\").fillText,s=t(\"./attributes\");e.exports=function(t,e,r){var l=t.cd,c=l[0].trace,u=t.xa,f=t.ya,h=t.subplot,p=h.projection.isLonLatOverEdges,d=h.project;if(n.getClosest(l,(function(t){var n=t.lonlat;if(n[0]===i)return 1/0;if(p(n))return 1/0;var a=d(n),o=d([e,r]),s=Math.abs(a[0]-o[0]),l=Math.abs(a[1]-o[1]),c=Math.max(3,t.mrc||0);return Math.max(Math.sqrt(s*s+l*l)-c,1-3/c)}),t),!1!==t.index){var g=l[t.index],m=g.lonlat,v=[u.c2p(m),f.c2p(m)],y=g.mrc||1;t.x0=v[0]-y,t.x1=v[0]+y,t.y0=v[1]-y,t.y1=v[1]+y,t.loc=g.loc,t.lon=m[0],t.lat=m[1];var x={};x[c.geo]={_subplot:h};var b=c._module.formatLabels(g,c,x);return t.lonLabel=b.lonLabel,t.latLabel=b.latLabel,t.color=a(c,g),t.extraText=function(t,e,r,n){if(t.hovertemplate)return;var i=e.hi||t.hoverinfo,a=\"all\"===i?s.hoverinfo.flags:i.split(\"+\"),l=-1!==a.indexOf(\"location\")&&Array.isArray(t.locations),c=-1!==a.indexOf(\"lon\"),u=-1!==a.indexOf(\"lat\"),f=-1!==a.indexOf(\"text\"),h=[];function p(t){return t+\"\\xb0\"}l?h.push(e.loc):c&&u?h.push(\"(\"+p(r.lonLabel)+\", \"+p(r.latLabel)+\")\"):c?h.push(n.lon+p(r.lonLabel)):u&&h.push(n.lat+p(r.latLabel));f&&o(e,t,h);return h.join(\"<br>\")}(c,g,t,l[0].t.labels),t.hovertemplate=c.hovertemplate,[t]}}},{\"../../components/fx\":683,\"../../constants/numerical\":753,\"../../lib\":778,\"../scatter/get_trace_color\":1197,\"./attributes\":1229}],1235:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),calcGeoJSON:t(\"./plot\").calcGeoJSON,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOnSelect:t(\"../scatter/style\").styleOnSelect,hoverPoints:t(\"./hover\"),eventData:t(\"./event_data\"),selectPoints:t(\"./select\"),moduleType:\"trace\",name:\"scattergeo\",basePlotModule:t(\"../../plots/geo\"),categories:[\"geo\",\"symbols\",\"showLegend\",\"scatter-like\"],meta:{}}},{\"../../plots/geo\":860,\"../scatter/marker_colorbar\":1205,\"../scatter/style\":1211,\"./attributes\":1229,\"./calc\":1230,\"./defaults\":1231,\"./event_data\":1232,\"./format_labels\":1233,\"./hover\":1234,\"./plot\":1236,\"./select\":1237,\"./style\":1238}],1236:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=t(\"../../lib/topojson_utils\").getTopojsonFeatures,o=t(\"../../lib/geojson_utils\"),s=t(\"../../lib/geo_location_utils\"),l=t(\"../../plots/cartesian/autorange\").findExtremes,c=t(\"../../constants/numerical\").BADNUM,u=t(\"../scatter/calc\").calcMarkerSize,f=t(\"../scatter/subtypes\"),h=t(\"./style\");e.exports={calcGeoJSON:function(t,e){var r,n,i=t[0].trace,o=e[i.geo],f=o._subplot,h=i._length;if(Array.isArray(i.locations)){var p=i.locationmode,d=\"geojson-id\"===p?s.extractTraceFeature(t):a(i,f.topojson);for(r=0;r<h;r++){n=t[r];var g=\"geojson-id\"===p?n.fOut:s.locationToFeature(p,n.loc,d);n.lonlat=g?g.properties.ct:[c,c]}}var m,v,y={padded:!0};if(\"geojson\"===o.fitbounds&&\"geojson-id\"===i.locationmode){var x=s.computeBbox(s.getTraceGeojson(i));m=[x[0],x[2]],v=[x[1],x[3]]}else{for(m=new Array(h),v=new Array(h),r=0;r<h;r++)n=t[r],m[r]=n.lonlat[0],v[r]=n.lonlat[1];y.ppad=u(i,h)}i._extremes.lon=l(o.lonaxis._ax,m,y),i._extremes.lat=l(o.lataxis._ax,v,y)},plot:function(t,e,r){var a=e.layers.frontplot.select(\".scatterlayer\"),s=i.makeTraceGroups(a,r,\"trace scattergeo\");function l(t,e){t.lonlat[0]===c&&n.select(e).remove()}s.selectAll(\"*\").remove(),s.each((function(e){var r=n.select(this),a=e[0].trace;if(f.hasLines(a)||\"none\"!==a.fill){var s=o.calcTraceToLineCoords(e),c=\"none\"!==a.fill?o.makePolygon(s):o.makeLine(s);r.selectAll(\"path.js-line\").data([{geojson:c,trace:a}]).enter().append(\"path\").classed(\"js-line\",!0).style(\"stroke-miterlimit\",2)}f.hasMarkers(a)&&r.selectAll(\"path.point\").data(i.identity).enter().append(\"path\").classed(\"point\",!0).each((function(t){l(t,this)})),f.hasText(a)&&r.selectAll(\"g\").data(i.identity).enter().append(\"g\").append(\"text\").each((function(t){l(t,this)})),h(t,e)}))}}},{\"../../constants/numerical\":753,\"../../lib\":778,\"../../lib/geo_location_utils\":771,\"../../lib/geojson_utils\":772,\"../../lib/topojson_utils\":806,\"../../plots/cartesian/autorange\":827,\"../scatter/calc\":1188,\"../scatter/subtypes\":1212,\"./style\":1238,d3:169}],1237:[function(t,e,r){\"use strict\";var n=t(\"../scatter/subtypes\"),i=t(\"../../constants/numerical\").BADNUM;e.exports=function(t,e){var r,a,o,s,l,c=t.cd,u=t.xaxis,f=t.yaxis,h=[],p=c[0].trace;if(!n.hasMarkers(p)&&!n.hasText(p))return[];if(!1===e)for(l=0;l<c.length;l++)c[l].selected=0;else for(l=0;l<c.length;l++)(a=(r=c[l]).lonlat)[0]!==i&&(o=u.c2p(a),s=f.c2p(a),e.contains([o,s],null,l,t)?(h.push({pointNumber:l,lon:a[0],lat:a[1]}),r.selected=1):r.selected=0);return h}},{\"../../constants/numerical\":753,\"../scatter/subtypes\":1212}],1238:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/drawing\"),a=t(\"../../components/color\"),o=t(\"../scatter/style\"),s=o.stylePoints,l=o.styleText;e.exports=function(t,e){e&&function(t,e){var r=e[0].trace,o=e[0].node3;o.style(\"opacity\",e[0].trace.opacity),s(o,r,t),l(o,r,t),o.selectAll(\"path.js-line\").style(\"fill\",\"none\").each((function(t){var e=n.select(this),r=t.trace,o=r.line||{};e.call(a.stroke,o.color).call(i.dashLine,o.dash||\"\",o.width||0),\"none\"!==r.fill&&e.call(a.fill,r.fillcolor)}))}(t,e)}},{\"../../components/color\":643,\"../../components/drawing\":665,\"../scatter/style\":1211,d3:169}],1239:[function(t,e,r){\"use strict\";var n=t(\"../../plots/attributes\"),i=t(\"../scatter/attributes\"),a=t(\"../../components/colorscale/attributes\"),o=t(\"../../lib/extend\").extendFlat,s=t(\"../../plot_api/edit_types\").overrideAll,l=t(\"./constants\").DASHES,c=i.line,u=i.marker,f=u.line,h=e.exports=s({x:i.x,x0:i.x0,dx:i.dx,y:i.y,y0:i.y0,dy:i.dy,xperiod:i.xperiod,yperiod:i.yperiod,xperiod0:i.xperiod0,yperiod0:i.yperiod0,xperiodalignment:i.xperiodalignment,yperiodalignment:i.yperiodalignment,text:i.text,hovertext:i.hovertext,textposition:i.textposition,textfont:i.textfont,mode:{valType:\"flaglist\",flags:[\"lines\",\"markers\",\"text\"],extras:[\"none\"]},line:{color:c.color,width:c.width,shape:{valType:\"enumerated\",values:[\"linear\",\"hv\",\"vh\",\"hvh\",\"vhv\"],dflt:\"linear\",editType:\"plot\"},dash:{valType:\"enumerated\",values:Object.keys(l),dflt:\"solid\"}},marker:o({},a(\"marker\"),{symbol:u.symbol,size:u.size,sizeref:u.sizeref,sizemin:u.sizemin,sizemode:u.sizemode,opacity:u.opacity,colorbar:u.colorbar,line:o({},a(\"marker.line\"),{width:f.width})}),connectgaps:i.connectgaps,fill:o({},i.fill,{dflt:\"none\"}),fillcolor:i.fillcolor,selected:{marker:i.selected.marker,textfont:i.selected.textfont},unselected:{marker:i.unselected.marker,textfont:i.unselected.textfont},opacity:n.opacity},\"calc\",\"nested\");h.x.editType=h.y.editType=h.x0.editType=h.y0.editType=\"calc+clearAxisTypes\",h.hovertemplate=i.hovertemplate,h.texttemplate=i.texttemplate},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../../plots/attributes\":824,\"../scatter/attributes\":1187,\"./constants\":1241}],1240:[function(t,e,r){\"use strict\";var n=t(\"@plotly/point-cluster\"),i=t(\"../../lib\"),a=t(\"../../plots/cartesian/axis_ids\"),o=t(\"../../plots/cartesian/autorange\").findExtremes,s=t(\"../../plots/cartesian/align_period\"),l=t(\"../scatter/calc\"),c=l.calcMarkerSize,u=l.calcAxisExpansion,f=l.setFirstScatter,h=t(\"../scatter/colorscale_calc\"),p=t(\"./convert\"),d=t(\"./scene_update\"),g=t(\"../../constants/numerical\").BADNUM,m=t(\"./constants\").TOO_MANY_POINTS;function v(t,e,r){var n=t._extremes[e._id],i=o(e,r._bnds,{padded:!0});n.min=n.min.concat(i.min),n.max=n.max.concat(i.max)}e.exports=function(t,e){var r,o,l,y=t._fullLayout,x=a.getFromId(t,e.xaxis),b=a.getFromId(t,e.yaxis),_=y._plots[e.xaxis+e.yaxis],w=e._length,T=w>=m,k=2*w,M={},A=x.makeCalcdata(e,\"x\"),S=b.makeCalcdata(e,\"y\"),E=s(e,x,\"x\",A),C=s(e,b,\"y\",S);e._x=E,e._y=C,e.xperiodalignment&&(e._origX=A),e.yperiodalignment&&(e._origY=S);var L=new Array(k);for(r=0;r<w;r++)o=E[r],l=C[r],L[2*r]=o===g?NaN:o,L[2*r+1]=l===g?NaN:l;if(\"log\"===x.type)for(r=0;r<k;r+=2)L[r]=x.c2l(L[r]);if(\"log\"===b.type)for(r=1;r<k;r+=2)L[r]=b.c2l(L[r]);if(T&&\"log\"!==x.type&&\"log\"!==b.type)M.tree=n(L);else{var I=M.ids=new Array(w);for(r=0;r<w;r++)I[r]=r}h(t,e);var P,z=function(t,e,r,n,a,o){var s=p.style(t,r);s.marker&&(s.marker.positions=n);s.line&&n.length>1&&i.extendFlat(s.line,p.linePositions(t,r,n));if(s.errorX||s.errorY){var l=p.errorBarPositions(t,r,n,a,o);s.errorX&&i.extendFlat(s.errorX,l.x),s.errorY&&i.extendFlat(s.errorY,l.y)}s.text&&(i.extendFlat(s.text,{positions:n},p.textPosition(t,r,s.text,s.marker)),i.extendFlat(s.textSel,{positions:n},p.textPosition(t,r,s.text,s.markerSel)),i.extendFlat(s.textUnsel,{positions:n},p.textPosition(t,r,s.text,s.markerUnsel)));return s}(t,0,e,L,E,C),O=d(t,_);return f(y,e),T?z.marker&&(P=2*(z.marker.sizeAvg||Math.max(z.marker.size,3))):P=c(e,w),u(t,e,x,b,E,C,P),z.errorX&&v(e,x,z.errorX),z.errorY&&v(e,b,z.errorY),z.fill&&!O.fill2d&&(O.fill2d=!0),z.marker&&!O.scatter2d&&(O.scatter2d=!0),z.line&&!O.line2d&&(O.line2d=!0),!z.errorX&&!z.errorY||O.error2d||(O.error2d=!0),z.text&&!O.glText&&(O.glText=!0),z.marker&&(z.marker.snap=w),O.lineOptions.push(z.line),O.errorXOptions.push(z.errorX),O.errorYOptions.push(z.errorY),O.fillOptions.push(z.fill),O.markerOptions.push(z.marker),O.markerSelectedOptions.push(z.markerSel),O.markerUnselectedOptions.push(z.markerUnsel),O.textOptions.push(z.text),O.textSelectedOptions.push(z.textSel),O.textUnselectedOptions.push(z.textUnsel),O.selectBatch.push([]),O.unselectBatch.push([]),M._scene=O,M.index=O.count,M.x=E,M.y=C,M.positions=L,O.count++,[{x:!1,y:!1,t:M,trace:e}]}},{\"../../constants/numerical\":753,\"../../lib\":778,\"../../plots/cartesian/align_period\":825,\"../../plots/cartesian/autorange\":827,\"../../plots/cartesian/axis_ids\":831,\"../scatter/calc\":1188,\"../scatter/colorscale_calc\":1190,\"./constants\":1241,\"./convert\":1242,\"./scene_update\":1250,\"@plotly/point-cluster\":57}],1241:[function(t,e,r){\"use strict\";e.exports={TOO_MANY_POINTS:1e5,SYMBOL_SDF_SIZE:200,SYMBOL_SIZE:20,SYMBOL_STROKE:1,DOT_RE:/-dot/,OPEN_RE:/-open/,DASHES:{solid:[1],dot:[1,1],dash:[4,1],longdash:[8,1],dashdot:[4,1,1,1],longdashdot:[8,1,1,1]}}},{}],1242:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"svg-path-sdf\"),a=t(\"color-normalize\"),o=t(\"../../registry\"),s=t(\"../../lib\"),l=t(\"../../components/drawing\"),c=t(\"../../plots/cartesian/axis_ids\"),u=t(\"../../lib/gl_format_color\").formatColor,f=t(\"../scatter/subtypes\"),h=t(\"../scatter/make_bubble_size_func\"),p=t(\"./helpers\"),d=t(\"./constants\"),g=t(\"../../constants/interactions\").DESELECTDIM,m={start:1,left:1,end:-1,right:-1,middle:0,center:0,bottom:1,top:-1},v=t(\"../../components/fx/helpers\").appendArrayPointValue;function y(t,e){var r,i=t._fullLayout,a=e._length,o=e.textfont,l=e.textposition,c=Array.isArray(l)?l:[l],u=o.color,f=o.size,h=o.family,p={},d=e.texttemplate;if(d){p.text=[];var g=i._d3locale,m=Array.isArray(d),y=m?Math.min(d.length,a):a,x=m?function(t){return d[t]}:function(){return d};for(r=0;r<y;r++){var b={i:r},_=e._module.formatLabels(b,e,i),w={};v(w,e,r);var T=e._meta||{};p.text.push(s.texttemplateString(x(r),_,g,w,b,T))}}else Array.isArray(e.text)&&e.text.length<a?p.text=e.text.slice():p.text=e.text;if(Array.isArray(p.text))for(r=p.text.length;r<a;r++)p.text[r]=\"\";for(p.opacity=e.opacity,p.font={},p.align=[],p.baseline=[],r=0;r<c.length;r++){var k=c[r].split(/\\s+/);switch(k[1]){case\"left\":p.align.push(\"right\");break;case\"right\":p.align.push(\"left\");break;default:p.align.push(k[1])}switch(k[0]){case\"top\":p.baseline.push(\"bottom\");break;case\"bottom\":p.baseline.push(\"top\");break;default:p.baseline.push(k[0])}}if(Array.isArray(u))for(p.color=new Array(a),r=0;r<a;r++)p.color[r]=u[r];else p.color=u;if(s.isArrayOrTypedArray(f)||Array.isArray(h))for(p.font=new Array(a),r=0;r<a;r++){var M=p.font[r]={};M.size=s.isTypedArray(f)?f[r]:Array.isArray(f)?n(f[r])?f[r]:0:f,M.family=Array.isArray(h)?h[r]:h}else p.font={size:f,family:h};return p}function x(t){var e,r,n=t._length,i=t.marker,o={},l=s.isArrayOrTypedArray(i.symbol),c=s.isArrayOrTypedArray(i.color),f=s.isArrayOrTypedArray(i.line.color),d=s.isArrayOrTypedArray(i.opacity),g=s.isArrayOrTypedArray(i.size),m=s.isArrayOrTypedArray(i.line.width);if(l||(r=p.isOpenSymbol(i.symbol)),l||c||f||d){o.colors=new Array(n),o.borderColors=new Array(n);var v=u(i,i.opacity,n),y=u(i.line,i.opacity,n);if(!Array.isArray(y[0])){var x=y;for(y=Array(n),e=0;e<n;e++)y[e]=x}if(!Array.isArray(v[0])){var b=v;for(v=Array(n),e=0;e<n;e++)v[e]=b}for(o.colors=v,o.borderColors=y,e=0;e<n;e++){if(l){var _=i.symbol[e];r=p.isOpenSymbol(_)}r&&(y[e]=v[e].slice(),v[e]=v[e].slice(),v[e][3]=0)}o.opacity=t.opacity}else r?(o.color=a(i.color,\"uint8\"),o.color[3]=0,o.borderColor=a(i.color,\"uint8\")):(o.color=a(i.color,\"uint8\"),o.borderColor=a(i.line.color,\"uint8\")),o.opacity=t.opacity*i.opacity;if(l)for(o.markers=new Array(n),e=0;e<n;e++)o.markers[e]=E(i.symbol[e]);else o.marker=E(i.symbol);var w,T=h(t);if(g||m){var k,M=o.sizes=new Array(n),A=o.borderSizes=new Array(n),S=0;if(g){for(e=0;e<n;e++)M[e]=T(i.size[e]),S+=M[e];k=S/n}else for(w=T(i.size),e=0;e<n;e++)M[e]=w;if(m)for(e=0;e<n;e++)A[e]=i.line.width[e]/2;else for(w=i.line.width/2,e=0;e<n;e++)A[e]=w;o.sizeAvg=k}else o.size=T(i&&i.size||10),o.borderSizes=T(i.line.width);return o}function b(t,e){var r=t.marker,n={};return e?(e.marker&&e.marker.symbol?n=x(s.extendFlat({},r,e.marker)):e.marker&&(e.marker.size&&(n.size=e.marker.size/2),e.marker.color&&(n.colors=e.marker.color),void 0!==e.marker.opacity&&(n.opacity=e.marker.opacity)),n):n}function _(t,e,r){var n={};if(!r)return n;if(r.textfont){var i={opacity:1,text:e.text,texttemplate:e.texttemplate,textposition:e.textposition,textfont:s.extendFlat({},e.textfont)};r.textfont&&s.extendFlat(i.textfont,r.textfont),n=y(t,i)}return n}function w(t,e){var r={capSize:2*e.width,lineWidth:e.thickness,color:e.color};return e.copy_ystyle&&(r=t.error_y),r}var T=d.SYMBOL_SDF_SIZE,k=d.SYMBOL_SIZE,M=d.SYMBOL_STROKE,A={},S=l.symbolFuncs[0](.05*k);function E(t){if(\"circle\"===t)return null;var e,r,n=l.symbolNumber(t),a=l.symbolFuncs[n%100],o=!!l.symbolNoDot[n%100],s=!!l.symbolNoFill[n%100],c=p.isDotSymbol(t);return A[t]?A[t]:(e=c&&!o?a(1.1*k)+S:a(k),r=i(e,{w:T,h:T,viewBox:[-k,-k,k,k],stroke:s?M:-M}),A[t]=r,r||null)}e.exports={style:function(t,e){var r,n={marker:void 0,markerSel:void 0,markerUnsel:void 0,line:void 0,fill:void 0,errorX:void 0,errorY:void 0,text:void 0,textSel:void 0,textUnsel:void 0};if(!0!==e.visible)return n;if(f.hasText(e)&&(n.text=y(t,e),n.textSel=_(t,e,e.selected),n.textUnsel=_(t,e,e.unselected)),f.hasMarkers(e)&&(n.marker=x(e),n.markerSel=b(e,e.selected),n.markerUnsel=b(e,e.unselected),!e.unselected&&s.isArrayOrTypedArray(e.marker.opacity))){var i=e.marker.opacity;for(n.markerUnsel.opacity=new Array(i.length),r=0;r<i.length;r++)n.markerUnsel.opacity[r]=g*i[r]}if(f.hasLines(e)){n.line={overlay:!0,thickness:e.line.width,color:e.line.color,opacity:e.opacity};var a=(d.DASHES[e.line.dash]||[1]).slice();for(r=0;r<a.length;++r)a[r]*=e.line.width;n.line.dashes=a}return e.error_x&&e.error_x.visible&&(n.errorX=w(e,e.error_x)),e.error_y&&e.error_y.visible&&(n.errorY=w(e,e.error_y)),e.fill&&\"none\"!==e.fill&&(n.fill={closed:!0,fill:e.fillcolor,thickness:0}),n},markerStyle:x,markerSelection:b,linePositions:function(t,e,r){var n,i,a=r.length,o=a/2;if(f.hasLines(e)&&o)if(\"hv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i+2],r[2*i+1]));n.push(r[a-2],r[a-1])}else if(\"hvh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var s=(r[2*i]+r[2*i+2])/2;n.push(r[2*i],r[2*i+1],s,r[2*i+1],s,r[2*i+3])}n.push(r[a-2],r[a-1])}else if(\"vhv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var l=(r[2*i+1]+r[2*i+3])/2;n.push(r[2*i],r[2*i+1],r[2*i],l,r[2*i+2],l)}n.push(r[a-2],r[a-1])}else if(\"vh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+3]));n.push(r[a-2],r[a-1])}else n=r;var c=!1;for(i=0;i<n.length;i++)if(isNaN(n[i])){c=!0;break}var u=c||n.length>d.TOO_MANY_POINTS||f.hasMarkers(e)?\"rect\":\"round\";if(c&&e.connectgaps){var h=n[0],p=n[1];for(i=0;i<n.length;i+=2)isNaN(n[i])||isNaN(n[i+1])?(n[i]=h,n[i+1]=p):(h=n[i],p=n[i+1])}return{join:u,positions:n}},errorBarPositions:function(t,e,r,i,a){var s=o.getComponentMethod(\"errorbars\",\"makeComputeError\"),l=c.getFromId(t,e.xaxis),u=c.getFromId(t,e.yaxis),f=r.length/2,h={};function p(t,i){var a=i._id.charAt(0),o=e[\"error_\"+a];if(o&&o.visible&&(\"linear\"===i.type||\"log\"===i.type)){for(var l=s(o),c={x:0,y:1}[a],u={x:[0,1,2,3],y:[2,3,0,1]}[a],p=new Float64Array(4*f),d=1/0,g=-1/0,m=0,v=0;m<f;m++,v+=4){var y=t[m];if(n(y)){var x=r[2*m+c],b=l(y,m),_=b[0],w=b[1];if(n(_)&&n(w)){var T=y-_,k=y+w;p[v+u[0]]=x-i.c2l(T),p[v+u[1]]=i.c2l(k)-x,p[v+u[2]]=0,p[v+u[3]]=0,d=Math.min(d,y-_),g=Math.max(g,y+w)}}}h[a]={positions:r,errors:p,_bnds:[d,g]}}}return p(i,l),p(a,u),h},textPosition:function(t,e,r,n){var i,a=e._length,o={};if(f.hasMarkers(e)){var s=r.font,l=r.align,c=r.baseline;for(o.offset=new Array(a),i=0;i<a;i++){var u=n.sizes?n.sizes[i]:n.size,h=Array.isArray(s)?s[i].size:s.size,p=Array.isArray(l)?l.length>1?l[i]:l[0]:l,d=Array.isArray(c)?c.length>1?c[i]:c[0]:c,g=m[p],v=m[d],y=u?u/.8+1:0,x=-v*y-.5*v;o.offset[i]=[g*y/h,x/h]}}return o}}},{\"../../components/drawing\":665,\"../../components/fx/helpers\":679,\"../../constants/interactions\":752,\"../../lib\":778,\"../../lib/gl_format_color\":774,\"../../plots/cartesian/axis_ids\":831,\"../../registry\":911,\"../scatter/make_bubble_size_func\":1204,\"../scatter/subtypes\":1212,\"./constants\":1241,\"./helpers\":1246,\"color-normalize\":125,\"fast-isnumeric\":241,\"svg-path-sdf\":574}],1243:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../registry\"),a=t(\"./helpers\"),o=t(\"./attributes\"),s=t(\"../scatter/constants\"),l=t(\"../scatter/subtypes\"),c=t(\"../scatter/xy_defaults\"),u=t(\"../scatter/period_defaults\"),f=t(\"../scatter/marker_defaults\"),h=t(\"../scatter/line_defaults\"),p=t(\"../scatter/fillcolor_defaults\"),d=t(\"../scatter/text_defaults\");e.exports=function(t,e,r,g){function m(r,i){return n.coerce(t,e,o,r,i)}var v=!!t.marker&&a.isOpenSymbol(t.marker.symbol),y=l.isBubble(t),x=c(t,e,g,m);if(x){u(t,e,g,m);var b=x<s.PTS_LINESONLY?\"lines+markers\":\"lines\";m(\"text\"),m(\"hovertext\"),m(\"hovertemplate\"),m(\"mode\",b),l.hasLines(e)&&(m(\"connectgaps\"),h(t,e,r,g,m),m(\"line.shape\")),l.hasMarkers(e)&&(f(t,e,r,g,m),m(\"marker.line.width\",v||y?1:0)),l.hasText(e)&&(m(\"texttemplate\"),d(t,e,g,m));var _=(e.line||{}).color,w=(e.marker||{}).color;m(\"fill\"),\"none\"!==e.fill&&p(t,e,r,m);var T=i.getComponentMethod(\"errorbars\",\"supplyDefaults\");T(t,e,_||w||r,{axis:\"y\"}),T(t,e,_||w||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,m)}else e.visible=!1}},{\"../../lib\":778,\"../../registry\":911,\"../scatter/constants\":1191,\"../scatter/fillcolor_defaults\":1195,\"../scatter/line_defaults\":1200,\"../scatter/marker_defaults\":1206,\"../scatter/period_defaults\":1207,\"../scatter/subtypes\":1212,\"../scatter/text_defaults\":1213,\"../scatter/xy_defaults\":1214,\"./attributes\":1239,\"./helpers\":1246}],1244:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\"),a=t(\"../../constants/interactions\").DESELECTDIM;e.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,f=c.selectBatch[u],h=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},g=c.textUnselectedOptions[u]||{},m=n.extendFlat({},p);if(f.length||h.length){var v=d.color,y=g.color,x=p.color,b=Array.isArray(x);for(m.color=new Array(s._length),e=0;e<f.length;e++)r=f[e],m.color[r]=v||(b?x[r]:x);for(e=0;e<h.length;e++){r=h[e];var _=b?x[r]:x;m.color[r]=y||(v?_:i.addOpacity(_,a))}}c.glText[u].update(m)}}},{\"../../components/color\":643,\"../../constants/interactions\":752,\"../../lib\":778}],1245:[function(t,e,r){\"use strict\";var n=t(\"../scatter/format_labels\");e.exports=function(t,e,r){var i=t.i;return\"x\"in t||(t.x=e._x[i]),\"y\"in t||(t.y=e._y[i]),n(t,e,r)}},{\"../scatter/format_labels\":1196}],1246:[function(t,e,r){\"use strict\";var n=t(\"./constants\");r.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},r.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},{\"./constants\":1241}],1247:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../scatter/get_trace_color\");function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,f=t.index,h={pointNumber:f,x:e[f],y:r[f]};h.tx=Array.isArray(o.text)?o.text[f]:o.text,h.htx=Array.isArray(o.hovertext)?o.hovertext[f]:o.hovertext,h.data=Array.isArray(o.customdata)?o.customdata[f]:o.customdata,h.tp=Array.isArray(o.textposition)?o.textposition[f]:o.textposition;var p=o.textfont;p&&(h.ts=i.isArrayOrTypedArray(p.size)?p.size[f]:p.size,h.tc=Array.isArray(p.color)?p.color[f]:p.color,h.tf=Array.isArray(p.family)?p.family[f]:p.family);var d=o.marker;d&&(h.ms=i.isArrayOrTypedArray(d.size)?d.size[f]:d.size,h.mo=i.isArrayOrTypedArray(d.opacity)?d.opacity[f]:d.opacity,h.mx=i.isArrayOrTypedArray(d.symbol)?d.symbol[f]:d.symbol,h.mc=i.isArrayOrTypedArray(d.color)?d.color[f]:d.color);var g=d&&d.line;g&&(h.mlc=Array.isArray(g.color)?g.color[f]:g.color,h.mlw=i.isArrayOrTypedArray(g.width)?g.width[f]:g.width);var m=d&&d.gradient;m&&\"none\"!==m.type&&(h.mgt=Array.isArray(m.type)?m.type[f]:m.type,h.mgc=Array.isArray(m.color)?m.color[f]:m.color);var v=s.c2p(h.x,!0),y=l.c2p(h.y,!0),x=h.mrc||1,b=o.hoverlabel;b&&(h.hbg=Array.isArray(b.bgcolor)?b.bgcolor[f]:b.bgcolor,h.hbc=Array.isArray(b.bordercolor)?b.bordercolor[f]:b.bordercolor,h.hts=i.isArrayOrTypedArray(b.font.size)?b.font.size[f]:b.font.size,h.htc=Array.isArray(b.font.color)?b.font.color[f]:b.font.color,h.htf=Array.isArray(b.font.family)?b.font.family[f]:b.font.family,h.hnl=i.isArrayOrTypedArray(b.namelength)?b.namelength[f]:b.namelength);var _=o.hoverinfo;_&&(h.hi=Array.isArray(_)?_[f]:_);var w=o.hovertemplate;w&&(h.ht=Array.isArray(w)?w[f]:w);var T={};T[t.index]=h;var k=o._origX,M=o._origY,A=i.extendFlat({},t,{color:a(o,h),x0:v-x,x1:v+x,xLabelVal:k?k[f]:h.x,y0:y-x,y1:y+x,yLabelVal:M?M[f]:h.y,cd:T,distance:c,spikeDistance:u,hovertemplate:h.ht});return h.htx?A.text=h.htx:h.tx?A.text=h.tx:o.text&&(A.text=o.text),i.fillText(h,o,A),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(h,o,A),A}e.exports={hoverPoints:function(t,e,r,n){var i,a,s,l,c,u,f,h,p,d=t.cd,g=d[0].t,m=d[0].trace,v=t.xa,y=t.ya,x=g.x,b=g.y,_=v.c2p(e),w=y.c2p(r),T=t.distance;if(g.tree){var k=v.p2c(_-T),M=v.p2c(_+T),A=y.p2c(w-T),S=y.p2c(w+T);i=\"x\"===n?g.tree.range(Math.min(k,M),Math.min(y._rl[0],y._rl[1]),Math.max(k,M),Math.max(y._rl[0],y._rl[1])):g.tree.range(Math.min(k,M),Math.min(A,S),Math.max(k,M),Math.max(A,S))}else i=g.ids;var E=T;if(\"x\"===n)for(c=0;c<i.length;c++)s=x[i[c]],(u=Math.abs(v.c2p(s)-_))<E&&(E=u,f=y.c2p(b[i[c]])-w,p=Math.sqrt(u*u+f*f),a=i[c]);else for(c=i.length-1;c>-1;c--)s=x[i[c]],l=b[i[c]],u=v.c2p(s)-_,f=y.c2p(l)-w,(h=Math.sqrt(u*u+f*f))<E&&(E=p=h,a=i[c]);return t.index=a,t.distance=E,t.dxy=p,void 0===a?[t]:[o(t,x,b,m)]},calcHover:o}},{\"../../lib\":778,\"../../registry\":911,\"../scatter/get_trace_color\":1197}],1248:[function(t,e,r){\"use strict\";var n=t(\"./hover\");e.exports={moduleType:\"trace\",name:\"scattergl\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"gl\",\"regl\",\"cartesian\",\"symbols\",\"errorBarsOK\",\"showLegend\",\"scatter-like\"],attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../scatter/cross_trace_defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),hoverPoints:n.hoverPoints,selectPoints:t(\"./select\"),meta:{}}},{\"../../plots/cartesian\":841,\"../scatter/cross_trace_defaults\":1193,\"../scatter/marker_colorbar\":1205,\"./attributes\":1239,\"./calc\":1240,\"./defaults\":1243,\"./format_labels\":1245,\"./hover\":1247,\"./plot\":1249,\"./select\":1251}],1249:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),i=t(\"regl-line2d\"),a=t(\"regl-error2d\"),o=t(\"gl-text\"),s=t(\"../../lib\"),l=t(\"../../components/dragelement/helpers\").selectMode,c=t(\"../../lib/prepare_regl\"),u=t(\"../scatter/subtypes\"),f=t(\"../scatter/link_traces\"),h=t(\"./edit_style\").styleTextSelection;function p(t,e,r){var n=t._size,i=t.width,a=t.height;return[n.l+e.domain[0]*n.w,n.b+r.domain[0]*n.h,i-n.r-(1-e.domain[1])*n.w,a-n.t-(1-r.domain[1])*n.h]}e.exports=function(t,e,r){if(r.length){var d,g,m=t._fullLayout,v=e._scene,y=e.xaxis,x=e.yaxis;if(v)if(c(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"])){var b=v.count,_=m._glcanvas.data()[0].regl;if(f(t,e,r),v.dirty){if(!0===v.error2d&&(v.error2d=a(_)),!0===v.line2d&&(v.line2d=i(_)),!0===v.scatter2d&&(v.scatter2d=n(_,{constPointSize:!0})),!0===v.fill2d&&(v.fill2d=i(_)),!0===v.glText)for(v.glText=new Array(b),d=0;d<b;d++)v.glText[d]=new o(_);if(v.glText){if(b>v.glText.length){var w=b-v.glText.length;for(d=0;d<w;d++)v.glText.push(new o(_))}else if(b<v.glText.length){var T=v.glText.length-b;v.glText.splice(b,T).forEach((function(t){t.destroy()}))}for(d=0;d<b;d++)v.glText[d].update(v.textOptions[d])}if(v.line2d&&(v.line2d.update(v.lineOptions),v.lineOptions=v.lineOptions.map((function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t})),v.line2d.update(v.lineOptions)),v.error2d){var k=(v.errorXOptions||[]).concat(v.errorYOptions||[]);v.error2d.update(k)}v.scatter2d&&v.scatter2d.update(v.markerOptions),v.fillOrder=s.repeat(null,b),v.fill2d&&(v.fillOptions=v.fillOptions.map((function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var i,a,o=n[0],s=o.trace,l=o.t,c=v.lineOptions[e],u=[];s._ownfill&&u.push(e),s._nexttrace&&u.push(e+1),u.length&&(v.fillOrder[e]=u);var f,h,p=[],d=c&&c.positions||l.positions;if(\"tozeroy\"===s.fill){for(f=0;f<d.length&&isNaN(d[f+1]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h+1]);)h-=2;0!==d[f+1]&&(p=[d[f],0]),p=p.concat(d.slice(f,h+2)),0!==d[h+1]&&(p=p.concat([d[h],0]))}else if(\"tozerox\"===s.fill){for(f=0;f<d.length&&isNaN(d[f]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h]);)h-=2;0!==d[f]&&(p=[0,d[f+1]]),p=p.concat(d.slice(f,h+2)),0!==d[h]&&(p=p.concat([0,d[h+1]]))}else if(\"toself\"===s.fill||\"tonext\"===s.fill){for(p=[],i=0,a=0;a<d.length;a+=2)(isNaN(d[a])||isNaN(d[a+1]))&&((p=p.concat(d.slice(i,a))).push(d[i],d[i+1]),i=a+2);p=p.concat(d.slice(i)),i&&p.push(d[i],d[i+1])}else{var g=s._nexttrace;if(g){var m=v.lineOptions[e+1];if(m){var y=m.positions;if(\"tonexty\"===s.fill){for(p=d.slice(),e=Math.floor(y.length/2);e--;){var x=y[2*e],b=y[2*e+1];isNaN(x)||isNaN(b)||p.push(x,b)}t.fill=g.fillcolor}}}}if(s._prevtrace&&\"tonext\"===s._prevtrace.fill){var _=v.lineOptions[e-1].positions,w=p.length/2,T=[i=w];for(a=0;a<_.length;a+=2)(isNaN(_[a])||isNaN(_[a+1]))&&(T.push(a/2+w+1),i=a+2);p=p.concat(_),t.hole=T}return t.fillmode=s.fill,t.opacity=s.opacity,t.positions=p,t}})),v.fill2d.update(v.fillOptions))}var M=m.dragmode,A=l(M),S=m.clickmode.indexOf(\"select\")>-1;for(d=0;d<b;d++){var E=r[d][0],C=E.trace,L=E.t,I=L.index,P=C._length,z=L.x,O=L.y;if(C.selectedpoints||A||S){if(A||(A=!0),C.selectedpoints){var D=v.selectBatch[I]=s.selIndices2selPoints(C),R={};for(g=0;g<D.length;g++)R[D[g]]=1;var F=[];for(g=0;g<P;g++)R[g]||F.push(g);v.unselectBatch[I]=F}var B=L.xpx=new Array(P),N=L.ypx=new Array(P);for(g=0;g<P;g++)B[g]=y.c2p(z[g]),N[g]=x.c2p(O[g])}else L.xpx=L.ypx=null}if(A){if(v.select2d||(v.select2d=n(m._glcanvas.data()[1].regl)),v.scatter2d){var j=new Array(b);for(d=0;d<b;d++)j[d]=v.selectBatch[d].length||v.unselectBatch[d].length?v.markerUnselectedOptions[d]:{};v.scatter2d.update(j)}v.select2d&&(v.select2d.update(v.markerOptions),v.select2d.update(v.markerSelectedOptions)),v.glText&&r.forEach((function(t){var e=((t||[])[0]||{}).trace||{};u.hasText(e)&&h(t)}))}else v.scatter2d&&v.scatter2d.update(v.markerOptions);var U={viewport:p(m,y,x),range:[(y._rl||y.range)[0],(x._rl||x.range)[0],(y._rl||y.range)[1],(x._rl||x.range)[1]]},V=s.repeat(U,v.count);v.fill2d&&v.fill2d.update(V),v.line2d&&v.line2d.update(V),v.error2d&&v.error2d.update(V.concat(V)),v.scatter2d&&v.scatter2d.update(V),v.select2d&&v.select2d.update(V),v.glText&&v.glText.forEach((function(t){t.update(U)}))}else v.init()}}},{\"../../components/dragelement/helpers\":661,\"../../lib\":778,\"../../lib/prepare_regl\":791,\"../scatter/link_traces\":1203,\"../scatter/subtypes\":1212,\"./edit_style\":1244,\"gl-text\":352,\"regl-error2d\":534,\"regl-line2d\":535,\"regl-scatter2d\":537}],1250:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var r=e._scene,i={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},a={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,a,i)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var i=0;i<r.count;i++)r.glText[i].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,i=r.error2d,a=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,c=r.selectBatch,u=r.unselectBatch,f=0;f<t;f++){if(e&&r.fillOrder[f]&&e.draw(r.fillOrder[f]),a&&r.lineOptions[f]&&a.draw(f),i&&(r.errorXOptions[f]&&i.draw(f),r.errorYOptions[f]&&i.draw(f+t)),o&&r.markerOptions[f])if(u[f].length){var h=n.repeat([],r.count);h[f]=u[f],o.draw(h)}else c[f].length||o.draw(f);s[f]&&r.textOptions[f]&&s[f].render()}l&&l.draw(c),r.dirty=!1},r.destroy=function(){r.fill2d&&r.fill2d.destroy&&r.fill2d.destroy(),r.scatter2d&&r.scatter2d.destroy&&r.scatter2d.destroy(),r.error2d&&r.error2d.destroy&&r.error2d.destroy(),r.line2d&&r.line2d.destroy&&r.line2d.destroy(),r.select2d&&r.select2d.destroy&&r.select2d.destroy(),r.glText&&r.glText.forEach((function(t){t.destroy&&t.destroy()})),r.lineOptions=null,r.fillOptions=null,r.markerOptions=null,r.markerSelectedOptions=null,r.markerUnselectedOptions=null,r.errorXOptions=null,r.errorYOptions=null,r.textOptions=null,r.textSelectedOptions=null,r.textUnselectedOptions=null,r.selectBatch=null,r.unselectBatch=null,e._scene=null}),r.dirty||n.extendFlat(r,i),r}},{\"../../lib\":778}],1251:[function(t,e,r){\"use strict\";var n=t(\"../scatter/subtypes\"),i=t(\"./edit_style\").styleTextSelection;e.exports=function(t,e){var r=t.cd,a=[],o=r[0].trace,s=r[0].t,l=o._length,c=s.x,u=s.y,f=s._scene,h=s.index;if(!f)return a;var p=n.hasText(o),d=n.hasMarkers(o),g=!d&&!p;if(!0!==o.visible||g)return a;var m=[],v=[];if(!1!==e&&!e.degenerate)for(var y=0;y<l;y++)e.contains([s.xpx[y],s.ypx[y]],!1,y,t)?(m.push(y),a.push({pointNumber:y,x:c[y],y:u[y]})):v.push(y);if(d){var x=f.scatter2d;if(m.length||v.length){if(!f.selectBatch[h].length&&!f.unselectBatch[h].length){var b=new Array(f.count);b[h]=f.markerUnselectedOptions[h],x.update.apply(x,b)}}else{var _=new Array(f.count);_[h]=f.markerOptions[h],x.update.apply(x,_)}}return f.selectBatch[h]=m,f.unselectBatch[h]=v,p&&i(r),a}},{\"../scatter/subtypes\":1212,\"./edit_style\":1244}],1252:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,a=t(\"../scattergeo/attributes\"),o=t(\"../scatter/attributes\"),s=t(\"../../plots/mapbox/layout_attributes\"),l=t(\"../../plots/attributes\"),c=t(\"../../components/colorscale/attributes\"),u=t(\"../../lib/extend\").extendFlat,f=t(\"../../plot_api/edit_types\").overrideAll,h=a.line,p=a.marker;e.exports=f({lon:a.lon,lat:a.lat,mode:u({},o.mode,{dflt:\"markers\"}),text:u({},o.text,{}),texttemplate:i({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:u({},o.hovertext,{}),line:{color:h.color,width:h.width},connectgaps:o.connectgaps,marker:u({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},angle:{valType:\"number\",dflt:\"auto\",arrayOk:!0},allowoverlap:{valType:\"boolean\",dflt:!1},opacity:p.opacity,size:p.size,sizeref:p.sizeref,sizemin:p.sizemin,sizemode:p.sizemode},c(\"marker\")),fill:a.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:u({},l.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../../plots/attributes\":824,\"../../plots/mapbox/layout_attributes\":887,\"../../plots/template_attributes\":906,\"../scatter/attributes\":1187,\"../scattergeo/attributes\":1229}],1253:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"../../constants/numerical\").BADNUM,o=t(\"../../lib/geojson_utils\"),s=t(\"../../components/colorscale\"),l=t(\"../../components/drawing\"),c=t(\"../scatter/make_bubble_size_func\"),u=t(\"../scatter/subtypes\"),f=t(\"../../plots/mapbox/convert_text_opts\"),h=t(\"../../components/fx/helpers\").appendArrayPointValue,p=t(\"../../lib/svg_text_utils\").NEWLINES,d=t(\"../../lib/svg_text_utils\").BR_TAG_ALL;function g(){return{geojson:o.makeBlank(),layout:{visibility:\"none\"},paint:{}}}function m(t,e){return i.isArrayOrTypedArray(t)?e?function(e){return n(t[e])?+t[e]:0}:function(e){return t[e]}:t?function(){return t}:v}function v(){return\"\"}function y(t){return t[0]===a}e.exports=function(t,e){var r,a=e[0].trace,x=!0===a.visible&&0!==a._length,b=\"none\"!==a.fill,_=u.hasLines(a),w=u.hasMarkers(a),T=u.hasText(a),k=w&&\"circle\"===a.marker.symbol,M=w&&\"circle\"!==a.marker.symbol,A=g(),S=g(),E=g(),C=g(),L={fill:A,line:S,circle:E,symbol:C};if(!x)return L;if((b||_)&&(r=o.calcTraceToLineCoords(e)),b&&(A.geojson=o.makePolygon(r),A.layout.visibility=\"visible\",i.extendFlat(A.paint,{\"fill-color\":a.fillcolor})),_&&(S.geojson=o.makeLine(r),S.layout.visibility=\"visible\",i.extendFlat(S.paint,{\"line-width\":a.line.width,\"line-color\":a.line.color,\"line-opacity\":a.opacity})),k){var I=function(t){var e,r,a,o,u=t[0].trace,f=u.marker,h=u.selectedpoints,p=i.isArrayOrTypedArray(f.color),d=i.isArrayOrTypedArray(f.size),g=i.isArrayOrTypedArray(f.opacity);function m(t){return u.opacity*t}p&&(r=s.hasColorscale(u,\"marker\")?s.makeColorScaleFuncFromTrace(f):i.identity);d&&(a=c(u));g&&(o=function(t){return m(n(t)?+i.constrain(t,0,1):0)});var v,x=[];for(e=0;e<t.length;e++){var b=t[e],_=b.lonlat;if(!y(_)){var w={};r&&(w.mcc=b.mcc=r(b.mc)),a&&(w.mrc=b.mrc=a(b.ms)),o&&(w.mo=o(b.mo)),h&&(w.selected=b.selected||0),x.push({type:\"Feature\",geometry:{type:\"Point\",coordinates:_},properties:w})}}if(h)for(v=l.makeSelectedPointStyleFns(u),e=0;e<x.length;e++){var T=x[e].properties;v.selectedOpacityFn&&(T.mo=m(v.selectedOpacityFn(T))),v.selectedColorFn&&(T.mcc=v.selectedColorFn(T)),v.selectedSizeFn&&(T.mrc=v.selectedSizeFn(T))}return{geojson:{type:\"FeatureCollection\",features:x},mcc:p||v&&v.selectedColorFn?{type:\"identity\",property:\"mcc\"}:f.color,mrc:d||v&&v.selectedSizeFn?{type:\"identity\",property:\"mrc\"}:(k=f.size,k/2),mo:g||v&&v.selectedOpacityFn?{type:\"identity\",property:\"mo\"}:m(f.opacity)};var k}(e);E.geojson=I.geojson,E.layout.visibility=\"visible\",i.extendFlat(E.paint,{\"circle-color\":I.mcc,\"circle-radius\":I.mrc,\"circle-opacity\":I.mo})}if((M||T)&&(C.geojson=function(t,e){for(var r=e._fullLayout,n=t[0].trace,a=n.marker||{},o=a.symbol,s=a.angle,l=\"circle\"!==o?m(o):v,c=\"auto\"!==s?m(s,!0):v,f=u.hasText(n)?m(n.text):v,g=[],x=0;x<t.length;x++){var b=t[x];if(!y(b.lonlat)){var _,w=n.texttemplate;if(w){var T=Array.isArray(w)?w[x]||\"\":w,k=n._module.formatLabels(b,n,r),M={};h(M,n,b.i);var A=n._meta||{};_=i.texttemplateString(T,k,r._d3locale,M,b,A)}else _=f(x);_&&(_=_.replace(p,\"\").replace(d,\"\\n\")),g.push({type:\"Feature\",geometry:{type:\"Point\",coordinates:b.lonlat},properties:{symbol:l(x),angle:c(x),text:_}})}}return{type:\"FeatureCollection\",features:g}}(e,t),i.extendFlat(C.layout,{visibility:\"visible\",\"icon-image\":\"{symbol}-15\",\"text-field\":\"{text}\"}),M&&(i.extendFlat(C.layout,{\"icon-size\":a.marker.size/10}),\"angle\"in a.marker&&\"auto\"!==a.marker.angle&&i.extendFlat(C.layout,{\"icon-rotate\":{type:\"identity\",property:\"angle\"},\"icon-rotation-alignment\":\"map\"}),C.layout[\"icon-allow-overlap\"]=a.marker.allowoverlap,i.extendFlat(C.paint,{\"icon-opacity\":a.opacity*a.marker.opacity,\"icon-color\":a.marker.color})),T)){var P=(a.marker||{}).size,z=f(a.textposition,P);i.extendFlat(C.layout,{\"text-size\":a.textfont.size,\"text-anchor\":z.anchor,\"text-offset\":z.offset}),i.extendFlat(C.paint,{\"text-color\":a.textfont.color,\"text-opacity\":a.opacity})}return L}},{\"../../components/colorscale\":655,\"../../components/drawing\":665,\"../../components/fx/helpers\":679,\"../../constants/numerical\":753,\"../../lib\":778,\"../../lib/geojson_utils\":772,\"../../lib/svg_text_utils\":803,\"../../plots/mapbox/convert_text_opts\":884,\"../scatter/make_bubble_size_func\":1204,\"../scatter/subtypes\":1212,\"fast-isnumeric\":241}],1254:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../scatter/subtypes\"),a=t(\"../scatter/marker_defaults\"),o=t(\"../scatter/line_defaults\"),s=t(\"../scatter/text_defaults\"),l=t(\"../scatter/fillcolor_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,u){function f(r,i){return n.coerce(t,e,c,r,i)}if(function(t,e,r){var n=r(\"lon\")||[],i=r(\"lat\")||[],a=Math.min(n.length,i.length);return e._length=a,a}(0,e,f)){if(f(\"text\"),f(\"texttemplate\"),f(\"hovertext\"),f(\"hovertemplate\"),f(\"mode\"),f(\"below\"),i.hasLines(e)&&(o(t,e,r,u,f,{noDash:!0}),f(\"connectgaps\")),i.hasMarkers(e)){a(t,e,r,u,f,{noLine:!0}),f(\"marker.allowoverlap\"),f(\"marker.angle\");var h=e.marker;\"circle\"!==h.symbol&&(n.isArrayOrTypedArray(h.size)&&(h.size=h.size[0]),n.isArrayOrTypedArray(h.color)&&(h.color=h.color[0]))}i.hasText(e)&&s(t,e,u,f,{noSelect:!0}),f(\"fill\"),\"none\"!==e.fill&&l(t,e,r,f),n.coerceSelectionMarkerOpacity(e,f)}else e.visible=!1}},{\"../../lib\":778,\"../scatter/fillcolor_defaults\":1195,\"../scatter/line_defaults\":1200,\"../scatter/marker_defaults\":1206,\"../scatter/subtypes\":1212,\"../scatter/text_defaults\":1213,\"./attributes\":1252}],1255:[function(t,e,r){\"use strict\";e.exports=function(t,e){return t.lon=e.lon,t.lat=e.lat,t}},{}],1256:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\");e.exports=function(t,e,r){var i={},a=r[e.subplot]._subplot.mockAxis,o=t.lonlat;return i.lonLabel=n.tickText(a,a.c2l(o[0]),!0).text,i.latLabel=n.tickText(a,a.c2l(o[1]),!0).text,i}},{\"../../plots/cartesian/axes\":828}],1257:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx\"),i=t(\"../../lib\"),a=t(\"../scatter/get_trace_color\"),o=i.fillText,s=t(\"../../constants/numerical\").BADNUM;e.exports=function(t,e,r){var l=t.cd,c=l[0].trace,u=t.xa,f=t.ya,h=t.subplot,p=360*(e>=0?Math.floor((e+180)/360):Math.ceil((e-180)/360)),d=e-p;if(n.getClosest(l,(function(t){var e=t.lonlat;if(e[0]===s)return 1/0;var n=i.modHalf(e[0],360),a=e[1],o=h.project([n,a]),l=o.x-u.c2p([d,a]),c=o.y-f.c2p([n,r]),p=Math.max(3,t.mrc||0);return Math.max(Math.sqrt(l*l+c*c)-p,1-3/p)}),t),!1!==t.index){var g=l[t.index],m=g.lonlat,v=[i.modHalf(m[0],360)+p,m[1]],y=u.c2p(v),x=f.c2p(v),b=g.mrc||1;t.x0=y-b,t.x1=y+b,t.y0=x-b,t.y1=x+b;var _={};_[c.subplot]={_subplot:h};var w=c._module.formatLabels(g,c,_);return t.lonLabel=w.lonLabel,t.latLabel=w.latLabel,t.color=a(c,g),t.extraText=function(t,e,r){if(t.hovertemplate)return;var n=(e.hi||t.hoverinfo).split(\"+\"),i=-1!==n.indexOf(\"all\"),a=-1!==n.indexOf(\"lon\"),s=-1!==n.indexOf(\"lat\"),l=e.lonlat,c=[];function u(t){return t+\"\\xb0\"}i||a&&s?c.push(\"(\"+u(l[0])+\", \"+u(l[1])+\")\"):a?c.push(r.lon+u(l[0])):s&&c.push(r.lat+u(l[1]));(i||-1!==n.indexOf(\"text\"))&&o(e,t,c);return c.join(\"<br>\")}(c,g,l[0].t.labels),t.hovertemplate=c.hovertemplate,[t]}}},{\"../../components/fx\":683,\"../../constants/numerical\":753,\"../../lib\":778,\"../scatter/get_trace_color\":1197}],1258:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"../scattergeo/calc\"),plot:t(\"./plot\"),hoverPoints:t(\"./hover\"),eventData:t(\"./event_data\"),selectPoints:t(\"./select\"),styleOnSelect:function(t,e){e&&e[0].trace._glTrace.update(e)},moduleType:\"trace\",name:\"scattermapbox\",basePlotModule:t(\"../../plots/mapbox\"),categories:[\"mapbox\",\"gl\",\"symbols\",\"showLegend\",\"scatter-like\"],meta:{}}},{\"../../plots/mapbox\":885,\"../scatter/marker_colorbar\":1205,\"../scattergeo/calc\":1230,\"./attributes\":1252,\"./defaults\":1254,\"./event_data\":1255,\"./format_labels\":1256,\"./hover\":1257,\"./plot\":1259,\"./select\":1260}],1259:[function(t,e,r){\"use strict\";var n=t(\"./convert\"),i=t(\"../../plots/mapbox/constants\").traceLayerPrefix,a=[\"fill\",\"line\",\"circle\",\"symbol\"];function o(t,e){this.type=\"scattermapbox\",this.subplot=t,this.uid=e,this.sourceIds={fill:\"source-\"+e+\"-fill\",line:\"source-\"+e+\"-line\",circle:\"source-\"+e+\"-circle\",symbol:\"source-\"+e+\"-symbol\"},this.layerIds={fill:i+e+\"-fill\",line:i+e+\"-line\",circle:i+e+\"-circle\",symbol:i+e+\"-symbol\"},this.below=null}var s=o.prototype;s.addSource=function(t,e){this.subplot.map.addSource(this.sourceIds[t],{type:\"geojson\",data:e.geojson})},s.setSourceData=function(t,e){this.subplot.map.getSource(this.sourceIds[t]).setData(e.geojson)},s.addLayer=function(t,e,r){this.subplot.addLayer({type:t,id:this.layerIds[t],source:this.sourceIds[t],layout:e.layout,paint:e.paint},r)},s.update=function(t){var e,r,i,o=this.subplot,s=o.map,l=n(o.gd,t),c=o.belowLookup[\"trace-\"+this.uid];if(c!==this.below){for(e=a.length-1;e>=0;e--)r=a[e],s.removeLayer(this.layerIds[r]);for(e=0;e<a.length;e++)i=l[r=a[e]],this.addLayer(r,i,c);this.below=c}for(e=0;e<a.length;e++)i=l[r=a[e]],o.setOptions(this.layerIds[r],\"setLayoutProperty\",i.layout),\"visible\"===i.layout.visibility&&(this.setSourceData(r,i),o.setOptions(this.layerIds[r],\"setPaintProperty\",i.paint));t[0].trace._glTrace=this},s.dispose=function(){for(var t=this.subplot.map,e=a.length-1;e>=0;e--){var r=a[e];t.removeLayer(this.layerIds[r]),t.removeSource(this.sourceIds[r])}},e.exports=function(t,e){for(var r=e[0].trace,i=new o(t,r.uid),s=n(t.gd,e),l=i.below=t.belowLookup[\"trace-\"+r.uid],c=0;c<a.length;c++){var u=a[c],f=s[u];i.addSource(u,f),i.addLayer(u,f,l)}return e[0].trace._glTrace=i,i}},{\"../../plots/mapbox/constants\":883,\"./convert\":1253}],1260:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../scatter/subtypes\"),a=t(\"../../constants/numerical\").BADNUM;e.exports=function(t,e){var r,o=t.cd,s=t.xaxis,l=t.yaxis,c=[],u=o[0].trace;if(!i.hasMarkers(u))return[];if(!1===e)for(r=0;r<o.length;r++)o[r].selected=0;else for(r=0;r<o.length;r++){var f=o[r],h=f.lonlat;if(h[0]!==a){var p=[n.modHalf(h[0],360),h[1]],d=[s.c2p(p),l.c2p(p)];e.contains(d,null,r,t)?(c.push({pointNumber:r,lon:h[0],lat:h[1]}),f.selected=1):f.selected=0}}return c}},{\"../../constants/numerical\":753,\"../../lib\":778,\"../scatter/subtypes\":1212}],1261:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,a=t(\"../../lib/extend\").extendFlat,o=t(\"../scatter/attributes\"),s=t(\"../../plots/attributes\"),l=o.line;e.exports={mode:o.mode,r:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},theta:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},r0:{valType:\"any\",dflt:0,editType:\"calc+clearAxisTypes\"},dr:{valType:\"number\",dflt:1,editType:\"calc\"},theta0:{valType:\"any\",dflt:0,editType:\"calc+clearAxisTypes\"},dtheta:{valType:\"number\",editType:\"calc\"},thetaunit:{valType:\"enumerated\",values:[\"radians\",\"degrees\",\"gradians\"],dflt:\"degrees\",editType:\"calc+clearAxisTypes\"},text:o.text,texttemplate:i({editType:\"plot\"},{keys:[\"r\",\"theta\",\"text\"]}),hovertext:o.hovertext,line:{color:l.color,width:l.width,dash:l.dash,shape:a({},l.shape,{values:[\"linear\",\"spline\"]}),smoothing:l.smoothing,editType:\"calc\"},connectgaps:o.connectgaps,marker:o.marker,cliponaxis:a({},o.cliponaxis,{dflt:!1}),textposition:o.textposition,textfont:o.textfont,fill:a({},o.fill,{values:[\"none\",\"toself\",\"tonext\"],dflt:\"none\"}),fillcolor:o.fillcolor,hoverinfo:a({},s.hoverinfo,{flags:[\"r\",\"theta\",\"text\",\"name\"]}),hoveron:o.hoveron,hovertemplate:n(),selected:o.selected,unselected:o.unselected}},{\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../scatter/attributes\":1187}],1262:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../constants/numerical\").BADNUM,a=t(\"../../plots/cartesian/axes\"),o=t(\"../scatter/colorscale_calc\"),s=t(\"../scatter/arrays_to_calcdata\"),l=t(\"../scatter/calc_selection\"),c=t(\"../scatter/calc\").calcMarkerSize;e.exports=function(t,e){for(var r=t._fullLayout,u=e.subplot,f=r[u].radialaxis,h=r[u].angularaxis,p=f.makeCalcdata(e,\"r\"),d=h.makeCalcdata(e,\"theta\"),g=e._length,m=new Array(g),v=0;v<g;v++){var y=p[v],x=d[v],b=m[v]={};n(y)&&n(x)?(b.r=y,b.theta=x):b.r=i}var _=c(e,g);return e._extremes.x=a.findExtremes(f,p,{ppad:_}),o(t,e),s(m,e),l(m,e),m}},{\"../../constants/numerical\":753,\"../../plots/cartesian/axes\":828,\"../scatter/arrays_to_calcdata\":1186,\"../scatter/calc\":1188,\"../scatter/calc_selection\":1189,\"../scatter/colorscale_calc\":1190,\"fast-isnumeric\":241}],1263:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../scatter/subtypes\"),a=t(\"../scatter/marker_defaults\"),o=t(\"../scatter/line_defaults\"),s=t(\"../scatter/line_shape_defaults\"),l=t(\"../scatter/text_defaults\"),c=t(\"../scatter/fillcolor_defaults\"),u=t(\"../scatter/constants\").PTS_LINESONLY,f=t(\"./attributes\");function h(t,e,r,n){var i,a=n(\"r\"),o=n(\"theta\");if(a)o?i=Math.min(a.length,o.length):(i=a.length,n(\"theta0\"),n(\"dtheta\"));else{if(!o)return 0;i=e.theta.length,n(\"r0\"),n(\"dr\")}return e._length=i,i}e.exports={handleRThetaDefaults:h,supplyDefaults:function(t,e,r,p){function d(r,i){return n.coerce(t,e,f,r,i)}var g=h(t,e,p,d);if(g){d(\"thetaunit\"),d(\"mode\",g<u?\"lines+markers\":\"lines\"),d(\"text\"),d(\"hovertext\"),\"fills\"!==e.hoveron&&d(\"hovertemplate\"),i.hasLines(e)&&(o(t,e,r,p,d),s(t,e,d),d(\"connectgaps\")),i.hasMarkers(e)&&a(t,e,r,p,d,{gradient:!0}),i.hasText(e)&&(d(\"texttemplate\"),l(t,e,p,d));var m=[];(i.hasMarkers(e)||i.hasText(e))&&(d(\"cliponaxis\"),d(\"marker.maxdisplayed\"),m.push(\"points\")),d(\"fill\"),\"none\"!==e.fill&&(c(t,e,r,d),i.hasLines(e)||s(t,e,d)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||m.push(\"fills\"),d(\"hoveron\",m.join(\"+\")||\"points\"),n.coerceSelectionMarkerOpacity(e,d)}else e.visible=!1}}},{\"../../lib\":778,\"../scatter/constants\":1191,\"../scatter/fillcolor_defaults\":1195,\"../scatter/line_defaults\":1200,\"../scatter/line_shape_defaults\":1202,\"../scatter/marker_defaults\":1206,\"../scatter/subtypes\":1212,\"../scatter/text_defaults\":1213,\"./attributes\":1261}],1264:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\");e.exports=function(t,e,r){var a,o,s={},l=r[e.subplot]._subplot;l?(a=l.radialAxis,o=l.angularAxis):(a=(l=r[e.subplot]).radialaxis,o=l.angularaxis);var c=a.c2l(t.r);s.rLabel=i.tickText(a,c,!0).text;var u=\"degrees\"===o.thetaunit?n.rad2deg(t.theta):t.theta;return s.thetaLabel=i.tickText(o,u,!0).text,s}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828}],1265:[function(t,e,r){\"use strict\";var n=t(\"../scatter/hover\");function i(t,e,r,n){var i=r.radialAxis,a=r.angularAxis;i._hovertitle=\"r\",a._hovertitle=\"\\u03b8\";var o={};o[e.subplot]={_subplot:r};var s=e._module.formatLabels(t,e,o);n.rLabel=s.rLabel,n.thetaLabel=s.thetaLabel;var l=t.hi||e.hoverinfo,c=[];function u(t,e){c.push(t._hovertitle+\": \"+e)}if(!e.hovertemplate){var f=l.split(\"+\");-1!==f.indexOf(\"all\")&&(f=[\"r\",\"theta\",\"text\"]),-1!==f.indexOf(\"r\")&&u(i,n.rLabel),-1!==f.indexOf(\"theta\")&&u(a,n.thetaLabel),-1!==f.indexOf(\"text\")&&n.text&&(c.push(n.text),delete n.text),n.extraText=c.join(\"<br>\")}}e.exports={hoverPoints:function(t,e,r,a){var o=n(t,e,r,a);if(o&&!1!==o[0].index){var s=o[0];if(void 0===s.index)return o;var l=t.subplot,c=s.cd[s.index],u=s.trace;if(l.isPtInside(c))return s.xLabelVal=void 0,s.yLabelVal=void 0,i(c,u,l,s),s.hovertemplate=u.hovertemplate,o}},makeHoverPointText:i}},{\"../scatter/hover\":1198}],1266:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"scatterpolar\",basePlotModule:t(\"../../plots/polar\"),categories:[\"polar\",\"symbols\",\"showLegend\",\"scatter-like\"],attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),style:t(\"../scatter/style\").style,styleOnSelect:t(\"../scatter/style\").styleOnSelect,hoverPoints:t(\"./hover\").hoverPoints,selectPoints:t(\"../scatter/select\"),meta:{}}},{\"../../plots/polar\":894,\"../scatter/marker_colorbar\":1205,\"../scatter/select\":1209,\"../scatter/style\":1211,\"./attributes\":1261,\"./calc\":1262,\"./defaults\":1263,\"./format_labels\":1264,\"./hover\":1265,\"./plot\":1267}],1267:[function(t,e,r){\"use strict\";var n=t(\"../scatter/plot\"),i=t(\"../../constants/numerical\").BADNUM;e.exports=function(t,e,r){for(var a=e.layers.frontplot.select(\"g.scatterlayer\"),o={xaxis:e.xaxis,yaxis:e.yaxis,plot:e.framework,layerClipId:e._hasClipOnAxisFalse?e.clipIds.forTraces:null},s=e.radialAxis,l=e.angularAxis,c=0;c<r.length;c++)for(var u=r[c],f=0;f<u.length;f++){var h=u[f],p=h.r;if(p===i)h.x=h.y=i;else{var d=s.c2g(p),g=l.c2g(h.theta);h.x=d*Math.cos(g),h.y=d*Math.sin(g)}}n(t,o,r,a)}},{\"../../constants/numerical\":753,\"../scatter/plot\":1208}],1268:[function(t,e,r){\"use strict\";var n=t(\"../scatterpolar/attributes\"),i=t(\"../scattergl/attributes\"),a=t(\"../../plots/template_attributes\").texttemplateAttrs;e.exports={mode:n.mode,r:n.r,theta:n.theta,r0:n.r0,dr:n.dr,theta0:n.theta0,dtheta:n.dtheta,thetaunit:n.thetaunit,text:n.text,texttemplate:a({editType:\"plot\"},{keys:[\"r\",\"theta\",\"text\"]}),hovertext:n.hovertext,hovertemplate:n.hovertemplate,line:i.line,connectgaps:i.connectgaps,marker:i.marker,fill:i.fill,fillcolor:i.fillcolor,textposition:i.textposition,textfont:i.textfont,hoverinfo:n.hoverinfo,selected:n.selected,unselected:n.unselected}},{\"../../plots/template_attributes\":906,\"../scattergl/attributes\":1239,\"../scatterpolar/attributes\":1261}],1269:[function(t,e,r){\"use strict\";var n=t(\"../scatter/colorscale_calc\"),i=t(\"../scatter/calc\").calcMarkerSize,a=t(\"../scattergl/convert\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../scattergl/constants\").TOO_MANY_POINTS;e.exports=function(t,e){var r=t._fullLayout,l=e.subplot,c=r[l].radialaxis,u=r[l].angularaxis,f=e._r=c.makeCalcdata(e,\"r\"),h=e._theta=u.makeCalcdata(e,\"theta\"),p=e._length,d={};p<f.length&&(f=f.slice(0,p)),p<h.length&&(h=h.slice(0,p)),d.r=f,d.theta=h,n(t,e);var g,m=d.opts=a.style(t,e);return p<s?g=i(e,p):m.marker&&(g=2*(m.marker.sizeAvg||Math.max(m.marker.size,3))),e._extremes.x=o.findExtremes(c,f,{ppad:g}),[{x:!1,y:!1,t:d,trace:e}]}},{\"../../plots/cartesian/axes\":828,\"../scatter/calc\":1188,\"../scatter/colorscale_calc\":1190,\"../scattergl/constants\":1241,\"../scattergl/convert\":1242}],1270:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../scatter/subtypes\"),a=t(\"../scatterpolar/defaults\").handleRThetaDefaults,o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/text_defaults\"),c=t(\"../scatter/fillcolor_defaults\"),u=t(\"../scatter/constants\").PTS_LINESONLY,f=t(\"./attributes\");e.exports=function(t,e,r,h){function p(r,i){return n.coerce(t,e,f,r,i)}var d=a(t,e,h,p);d?(p(\"thetaunit\"),p(\"mode\",d<u?\"lines+markers\":\"lines\"),p(\"text\"),p(\"hovertext\"),\"fills\"!==e.hoveron&&p(\"hovertemplate\"),i.hasLines(e)&&(s(t,e,r,h,p),p(\"connectgaps\")),i.hasMarkers(e)&&o(t,e,r,h,p),i.hasText(e)&&(p(\"texttemplate\"),l(t,e,h,p)),p(\"fill\"),\"none\"!==e.fill&&c(t,e,r,p),n.coerceSelectionMarkerOpacity(e,p)):e.visible=!1}},{\"../../lib\":778,\"../scatter/constants\":1191,\"../scatter/fillcolor_defaults\":1195,\"../scatter/line_defaults\":1200,\"../scatter/marker_defaults\":1206,\"../scatter/subtypes\":1212,\"../scatter/text_defaults\":1213,\"../scatterpolar/defaults\":1263,\"./attributes\":1268}],1271:[function(t,e,r){\"use strict\";var n=t(\"../scatterpolar/format_labels\");e.exports=function(t,e,r){var i=t.i;return\"r\"in t||(t.r=e._r[i]),\"theta\"in t||(t.theta=e._theta[i]),n(t,e,r)}},{\"../scatterpolar/format_labels\":1264}],1272:[function(t,e,r){\"use strict\";var n=t(\"../scattergl/hover\"),i=t(\"../scatterpolar/hover\").makeHoverPointText;e.exports={hoverPoints:function(t,e,r,a){var o=t.cd[0].t,s=o.r,l=o.theta,c=n.hoverPoints(t,e,r,a);if(c&&!1!==c[0].index){var u=c[0];if(void 0===u.index)return c;var f=t.subplot,h=u.cd[u.index],p=u.trace;if(h.r=s[u.index],h.theta=l[u.index],f.isPtInside(h))return u.xLabelVal=void 0,u.yLabelVal=void 0,i(h,p,f,u),c}}}},{\"../scattergl/hover\":1247,\"../scatterpolar/hover\":1265}],1273:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"scatterpolargl\",basePlotModule:t(\"../../plots/polar\"),categories:[\"gl\",\"regl\",\"polar\",\"symbols\",\"showLegend\",\"scatter-like\"],attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),hoverPoints:t(\"./hover\").hoverPoints,selectPoints:t(\"../scattergl/select\"),meta:{}}},{\"../../plots/polar\":894,\"../scatter/marker_colorbar\":1205,\"../scattergl/select\":1251,\"./attributes\":1268,\"./calc\":1269,\"./defaults\":1270,\"./format_labels\":1271,\"./hover\":1272,\"./plot\":1274}],1274:[function(t,e,r){\"use strict\";var n=t(\"@plotly/point-cluster\"),i=t(\"fast-isnumeric\"),a=t(\"../scattergl/plot\"),o=t(\"../scattergl/scene_update\"),s=t(\"../scattergl/convert\"),l=t(\"../../lib\"),c=t(\"../scattergl/constants\").TOO_MANY_POINTS;e.exports=function(t,e,r){if(r.length){var u=e.radialAxis,f=e.angularAxis,h=o(t,e);return r.forEach((function(r){if(r&&r[0]&&r[0].trace){var a,o=r[0],p=o.trace,d=o.t,g=p._length,m=d.r,v=d.theta,y=d.opts,x=m.slice(),b=v.slice();for(a=0;a<m.length;a++)e.isPtInside({r:m[a],theta:v[a]})||(x[a]=NaN,b[a]=NaN);var _=new Array(2*g),w=Array(g),T=Array(g);for(a=0;a<g;a++){var k,M,A=x[a];if(i(A)){var S=u.c2g(A),E=f.c2g(b[a],p.thetaunit);k=S*Math.cos(E),M=S*Math.sin(E)}else k=M=NaN;w[a]=_[2*a]=k,T[a]=_[2*a+1]=M}d.tree=n(_),y.marker&&g>=c&&(y.marker.cluster=d.tree),y.marker&&(y.markerSel.positions=y.markerUnsel.positions=y.marker.positions=_),y.line&&_.length>1&&l.extendFlat(y.line,s.linePositions(t,p,_)),y.text&&(l.extendFlat(y.text,{positions:_},s.textPosition(t,p,y.text,y.marker)),l.extendFlat(y.textSel,{positions:_},s.textPosition(t,p,y.text,y.markerSel)),l.extendFlat(y.textUnsel,{positions:_},s.textPosition(t,p,y.text,y.markerUnsel))),y.fill&&!h.fill2d&&(h.fill2d=!0),y.marker&&!h.scatter2d&&(h.scatter2d=!0),y.line&&!h.line2d&&(h.line2d=!0),y.text&&!h.glText&&(h.glText=!0),h.lineOptions.push(y.line),h.fillOptions.push(y.fill),h.markerOptions.push(y.marker),h.markerSelectedOptions.push(y.markerSel),h.markerUnselectedOptions.push(y.markerUnsel),h.textOptions.push(y.text),h.textSelectedOptions.push(y.textSel),h.textUnselectedOptions.push(y.textUnsel),h.selectBatch.push([]),h.unselectBatch.push([]),d.x=w,d.y=T,d.rawx=w,d.rawy=T,d.r=m,d.theta=v,d.positions=_,d._scene=h,d.index=h.count,h.count++}})),a(t,e,r)}}},{\"../../lib\":778,\"../scattergl/constants\":1241,\"../scattergl/convert\":1242,\"../scattergl/plot\":1249,\"../scattergl/scene_update\":1250,\"@plotly/point-cluster\":57,\"fast-isnumeric\":241}],1275:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,a=t(\"../scatter/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../components/colorscale/attributes\"),l=t(\"../../components/drawing/attributes\").dash,c=t(\"../../lib/extend\").extendFlat,u=a.marker,f=a.line,h=u.line;e.exports={a:{valType:\"data_array\",editType:\"calc\"},b:{valType:\"data_array\",editType:\"calc\"},c:{valType:\"data_array\",editType:\"calc\"},sum:{valType:\"number\",dflt:0,min:0,editType:\"calc\"},mode:c({},a.mode,{dflt:\"markers\"}),text:c({},a.text,{}),texttemplate:i({editType:\"plot\"},{keys:[\"a\",\"b\",\"c\",\"text\"]}),hovertext:c({},a.hovertext,{}),line:{color:f.color,width:f.width,dash:l,shape:c({},f.shape,{values:[\"linear\",\"spline\"]}),smoothing:f.smoothing,editType:\"calc\"},connectgaps:a.connectgaps,cliponaxis:a.cliponaxis,fill:c({},a.fill,{values:[\"none\",\"toself\",\"tonext\"],dflt:\"none\"}),fillcolor:a.fillcolor,marker:c({symbol:u.symbol,opacity:u.opacity,maxdisplayed:u.maxdisplayed,size:u.size,sizeref:u.sizeref,sizemin:u.sizemin,sizemode:u.sizemode,line:c({width:h.width,editType:\"calc\"},s(\"marker.line\")),gradient:u.gradient,editType:\"calc\"},s(\"marker\")),textfont:a.textfont,textposition:a.textposition,selected:a.selected,unselected:a.unselected,hoverinfo:c({},o.hoverinfo,{flags:[\"a\",\"b\",\"c\",\"text\",\"name\"]}),hoveron:a.hoveron,hovertemplate:n()}},{\"../../components/colorscale/attributes\":650,\"../../components/drawing/attributes\":664,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../scatter/attributes\":1187}],1276:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../scatter/colorscale_calc\"),a=t(\"../scatter/arrays_to_calcdata\"),o=t(\"../scatter/calc_selection\"),s=t(\"../scatter/calc\").calcMarkerSize,l=[\"a\",\"b\",\"c\"],c={a:[\"b\",\"c\"],b:[\"a\",\"c\"],c:[\"a\",\"b\"]};e.exports=function(t,e){var r,u,f,h,p,d,g=t._fullLayout[e.subplot].sum,m=e.sum||g,v={a:e.a,b:e.b,c:e.c};for(r=0;r<l.length;r++)if(!v[f=l[r]]){for(p=v[c[f][0]],d=v[c[f][1]],h=new Array(p.length),u=0;u<p.length;u++)h[u]=m-p[u]-d[u];v[f]=h}var y,x,b,_,w,T,k=e._length,M=new Array(k);for(r=0;r<k;r++)y=v.a[r],x=v.b[r],b=v.c[r],n(y)&&n(x)&&n(b)?(1!==(_=g/((y=+y)+(x=+x)+(b=+b)))&&(y*=_,x*=_,b*=_),T=y,w=b-x,M[r]={x:w,y:T,a:y,b:x,c:b}):M[r]={x:!1,y:!1};return s(e,k),i(t,e),a(M,e),o(M,e),M}},{\"../scatter/arrays_to_calcdata\":1186,\"../scatter/calc\":1188,\"../scatter/calc_selection\":1189,\"../scatter/colorscale_calc\":1190,\"fast-isnumeric\":241}],1277:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../scatter/constants\"),a=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),c=t(\"../scatter/text_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),f=t(\"./attributes\");e.exports=function(t,e,r,h){function p(r,i){return n.coerce(t,e,f,r,i)}var d,g=p(\"a\"),m=p(\"b\"),v=p(\"c\");if(g?(d=g.length,m?(d=Math.min(d,m.length),v&&(d=Math.min(d,v.length))):d=v?Math.min(d,v.length):0):m&&v&&(d=Math.min(m.length,v.length)),d){e._length=d,p(\"sum\"),p(\"text\"),p(\"hovertext\"),\"fills\"!==e.hoveron&&p(\"hovertemplate\"),p(\"mode\",d<i.PTS_LINESONLY?\"lines+markers\":\"lines\"),a.hasLines(e)&&(s(t,e,r,h,p),l(t,e,p),p(\"connectgaps\")),a.hasMarkers(e)&&o(t,e,r,h,p,{gradient:!0}),a.hasText(e)&&(p(\"texttemplate\"),c(t,e,h,p));var y=[];(a.hasMarkers(e)||a.hasText(e))&&(p(\"cliponaxis\"),p(\"marker.maxdisplayed\"),y.push(\"points\")),p(\"fill\"),\"none\"!==e.fill&&(u(t,e,r,p),a.hasLines(e)||l(t,e,p)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||y.push(\"fills\"),p(\"hoveron\",y.join(\"+\")||\"points\"),n.coerceSelectionMarkerOpacity(e,p)}else e.visible=!1}},{\"../../lib\":778,\"../scatter/constants\":1191,\"../scatter/fillcolor_defaults\":1195,\"../scatter/line_defaults\":1200,\"../scatter/line_shape_defaults\":1202,\"../scatter/marker_defaults\":1206,\"../scatter/subtypes\":1212,\"../scatter/text_defaults\":1213,\"./attributes\":1275}],1278:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i){if(e.xa&&(t.xaxis=e.xa),e.ya&&(t.yaxis=e.ya),n[i]){var a=n[i];t.a=a.a,t.b=a.b,t.c=a.c}else t.a=e.a,t.b=e.b,t.c=e.c;return t}},{}],1279:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\");e.exports=function(t,e,r){var i={},a=r[e.subplot]._subplot;return i.aLabel=n.tickText(a.aaxis,t.a,!0).text,i.bLabel=n.tickText(a.baxis,t.b,!0).text,i.cLabel=n.tickText(a.caxis,t.c,!0).text,i}},{\"../../plots/cartesian/axes\":828}],1280:[function(t,e,r){\"use strict\";var n=t(\"../scatter/hover\");e.exports=function(t,e,r,i){var a=n(t,e,r,i);if(a&&!1!==a[0].index){var o=a[0];if(void 0===o.index){var s=1-o.y0/t.ya._length,l=t.xa._length,c=l*s/2,u=l-c;return o.x0=Math.max(Math.min(o.x0,u),c),o.x1=Math.max(Math.min(o.x1,u),c),a}var f=o.cd[o.index],h=o.trace,p=o.subplot;o.a=f.a,o.b=f.b,o.c=f.c,o.xLabelVal=void 0,o.yLabelVal=void 0;var d={};d[h.subplot]={_subplot:p};var g=h._module.formatLabels(f,h,d);o.aLabel=g.aLabel,o.bLabel=g.bLabel,o.cLabel=g.cLabel;var m=f.hi||h.hoverinfo,v=[];if(!h.hovertemplate){var y=m.split(\"+\");-1!==y.indexOf(\"all\")&&(y=[\"a\",\"b\",\"c\"]),-1!==y.indexOf(\"a\")&&x(p.aaxis,o.aLabel),-1!==y.indexOf(\"b\")&&x(p.baxis,o.bLabel),-1!==y.indexOf(\"c\")&&x(p.caxis,o.cLabel)}return o.extraText=v.join(\"<br>\"),o.hovertemplate=h.hovertemplate,a}function x(t,e){v.push(t._hovertitle+\": \"+e)}}},{\"../scatter/hover\":1198}],1281:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),style:t(\"../scatter/style\").style,styleOnSelect:t(\"../scatter/style\").styleOnSelect,hoverPoints:t(\"./hover\"),selectPoints:t(\"../scatter/select\"),eventData:t(\"./event_data\"),moduleType:\"trace\",name:\"scatterternary\",basePlotModule:t(\"../../plots/ternary\"),categories:[\"ternary\",\"symbols\",\"showLegend\",\"scatter-like\"],meta:{}}},{\"../../plots/ternary\":907,\"../scatter/marker_colorbar\":1205,\"../scatter/select\":1209,\"../scatter/style\":1211,\"./attributes\":1275,\"./calc\":1276,\"./defaults\":1277,\"./event_data\":1278,\"./format_labels\":1279,\"./hover\":1280,\"./plot\":1282}],1282:[function(t,e,r){\"use strict\";var n=t(\"../scatter/plot\");e.exports=function(t,e,r){var i=e.plotContainer;i.select(\".scatterlayer\").selectAll(\"*\").remove();var a={xaxis:e.xaxis,yaxis:e.yaxis,plot:i,layerClipId:e._hasClipOnAxisFalse?e.clipIdRelative:null},o=e.layers.frontplot.select(\"g.scatterlayer\");n(t,a,r,o)}},{\"../scatter/plot\":1208}],1283:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\"),i=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../scattergl/attributes\"),s=t(\"../../plots/cartesian/constants\").idRegex,l=t(\"../../plot_api/plot_template\").templatedArray,c=t(\"../../lib/extend\").extendFlat,u=n.marker,f=u.line,h=c(i(\"marker.line\",{editTypeOverride:\"calc\"}),{width:c({},f.width,{editType:\"calc\"}),editType:\"calc\"}),p=c(i(\"marker\"),{symbol:u.symbol,size:c({},u.size,{editType:\"markerSize\"}),sizeref:u.sizeref,sizemin:u.sizemin,sizemode:u.sizemode,opacity:u.opacity,colorbar:u.colorbar,line:h,editType:\"calc\"});function d(t){return{valType:\"info_array\",freeLength:!0,editType:\"calc\",items:{valType:\"subplotid\",regex:s[t],editType:\"plot\"}}}p.color.editType=p.cmin.editType=p.cmax.editType=\"style\",e.exports={dimensions:l(\"dimension\",{visible:{valType:\"boolean\",dflt:!0,editType:\"calc\"},label:{valType:\"string\",editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},axis:{type:{valType:\"enumerated\",values:[\"linear\",\"log\",\"date\",\"category\"],editType:\"calc+clearAxisTypes\"},matches:{valType:\"boolean\",dflt:!1,editType:\"calc\"},editType:\"calc+clearAxisTypes\"},editType:\"calc+clearAxisTypes\"}),text:c({},o.text,{}),hovertext:c({},o.hovertext,{}),hovertemplate:a(),marker:p,xaxes:d(\"x\"),yaxes:d(\"y\"),diagonal:{visible:{valType:\"boolean\",dflt:!0,editType:\"calc\"},editType:\"calc\"},showupperhalf:{valType:\"boolean\",dflt:!0,editType:\"calc\"},showlowerhalf:{valType:\"boolean\",dflt:!0,editType:\"calc\"},selected:{marker:o.selected.marker,editType:\"calc\"},unselected:{marker:o.unselected.marker,editType:\"calc\"},opacity:o.opacity}},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plot_api/plot_template\":817,\"../../plots/cartesian/constants\":834,\"../../plots/template_attributes\":906,\"../scatter/attributes\":1187,\"../scattergl/attributes\":1239}],1284:[function(t,e,r){\"use strict\";var n=t(\"regl-line2d\"),i=t(\"../../registry\"),a=t(\"../../lib/prepare_regl\"),o=t(\"../../plots/get_data\").getModuleCalcData,s=t(\"../../plots/cartesian\"),l=t(\"../../plots/cartesian/axis_ids\").getFromId,c=t(\"../../plots/cartesian/axes\").shouldShowZeroLine;function u(t,e,r){for(var n=r.matrixOptions.data.length,i=e._visibleDims,a=r.viewOpts.ranges=new Array(n),o=0;o<i.length;o++){var s=i[o],c=a[o]=new Array(4),u=l(t,e._diag[s][0]);u&&(c[0]=u.r2l(u.range[0]),c[2]=u.r2l(u.range[1]));var f=l(t,e._diag[s][1]);f&&(c[1]=f.r2l(f.range[0]),c[3]=f.r2l(f.range[1]))}r.selectBatch.length||r.unselectBatch.length?r.matrix.update({ranges:a},{ranges:a}):r.matrix.update({ranges:a})}function f(t){var e=t._fullLayout,r=e._glcanvas.data()[0].regl,i=e._splomGrid;i||(i=e._splomGrid=n(r)),i.update(function(t){var e,r=t._fullLayout,n=r._size,i=[0,0,r.width,r.height],a={};function o(t,e,r,n,o,s){var l=e[t+\"color\"],c=e[t+\"width\"],u=String(l+c);u in a?a[u].data.push(NaN,NaN,r,n,o,s):a[u]={data:[r,n,o,s],join:\"rect\",thickness:c,color:l,viewport:i,range:i,overlay:!1}}for(e in r._splomSubplots){var s,l,u=r._plots[e],f=u.xaxis,h=u.yaxis,p=f._gridVals,d=h._gridVals,g=n.b+h.domain[0]*n.h,m=-h._m,v=-m*h.r2l(h.range[0],h.calendar);if(f.showgrid)for(e=0;e<p.length;e++)s=f._offset+f.l2p(p[e].x),o(\"grid\",f,s,g,s,g+h._length);if(h.showgrid)for(e=0;e<d.length;e++)l=g+v+m*d[e].x,o(\"grid\",h,f._offset,l,f._offset+f._length,l);c(t,f,h)&&(s=f._offset+f.l2p(0),o(\"zeroline\",f,s,g,s,g+h._length)),c(t,h,f)&&(l=g+v+0,o(\"zeroline\",h,f._offset,l,f._offset+f._length,l))}var y=[];for(e in a)y.push(a[e]);return y}(t))}e.exports={name:\"splom\",attr:s.attr,attrRegex:s.attrRegex,layoutAttributes:s.layoutAttributes,supplyLayoutDefaults:s.supplyLayoutDefaults,drawFramework:s.drawFramework,plot:function(t){var e=t._fullLayout,r=i.getModule(\"splom\"),n=o(t.calcdata,r)[0];a(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"])&&(e._hasOnlyLargeSploms&&f(t),r.plot(t,{},n))},drag:function(t){var e=t.calcdata,r=t._fullLayout;r._hasOnlyLargeSploms&&f(t);for(var n=0;n<e.length;n++){var i=e[n][0].trace,a=r._splomScenes[i.uid];\"splom\"===i.type&&a&&a.matrix&&u(t,i,a)}},updateGrid:f,clean:function(t,e,r,n){var i,a={};if(n._splomScenes){for(i=0;i<t.length;i++){var o=t[i];\"splom\"===o.type&&(a[o.uid]=1)}for(i=0;i<r.length;i++){var l=r[i];if(!a[l.uid]){var c=n._splomScenes[l.uid];c&&c.destroy&&c.destroy(),n._splomScenes[l.uid]=null,delete n._splomScenes[l.uid]}}}0===Object.keys(n._splomScenes||{}).length&&delete n._splomScenes,n._splomGrid&&!e._hasOnlyLargeSploms&&n._hasOnlyLargeSploms&&(n._splomGrid.destroy(),n._splomGrid=null,delete n._splomGrid),s.clean(t,e,r,n)},updateFx:s.updateFx,toSVG:s.toSVG}},{\"../../lib/prepare_regl\":791,\"../../plots/cartesian\":841,\"../../plots/cartesian/axes\":828,\"../../plots/cartesian/axis_ids\":831,\"../../plots/get_data\":865,\"../../registry\":911,\"regl-line2d\":535}],1285:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axis_ids\"),a=t(\"../scatter/calc\").calcMarkerSize,o=t(\"../scatter/calc\").calcAxisExpansion,s=t(\"../scatter/colorscale_calc\"),l=t(\"../scattergl/convert\").markerSelection,c=t(\"../scattergl/convert\").markerStyle,u=t(\"./scene_update\"),f=t(\"../../constants/numerical\").BADNUM,h=t(\"../scattergl/constants\").TOO_MANY_POINTS;e.exports=function(t,e){var r,p,d,g,m,v,y=e.dimensions,x=e._length,b={},_=b.cdata=[],w=b.data=[],T=e._visibleDims=[];function k(t,r){for(var i=t.makeCalcdata({v:r.values,vcalendar:e.calendar},\"v\"),a=0;a<i.length;a++)i[a]=i[a]===f?NaN:i[a];_.push(i),w.push(\"log\"===t.type?n.simpleMap(i,t.c2l):i)}for(r=0;r<y.length;r++)if((d=y[r]).visible){if(g=i.getFromId(t,e._diag[r][0]),m=i.getFromId(t,e._diag[r][1]),g&&m&&g.type!==m.type){n.log(\"Skipping splom dimension \"+r+\" with conflicting axis types\");continue}g?(k(g,d),m&&\"category\"===m.type&&(m._categories=g._categories.slice())):k(m,d),T.push(r)}for(s(t,e),n.extendFlat(b,c(e)),v=_.length*x>h?2*(b.sizeAvg||Math.max(b.size,3)):a(e,x),p=0;p<T.length;p++)d=y[r=T[p]],g=i.getFromId(t,e._diag[r][0])||{},m=i.getFromId(t,e._diag[r][1])||{},o(t,e,g,m,_[p],_[p],v);var M=u(t,e);return M.matrix||(M.matrix=!0),M.matrixOptions=b,M.selectedOptions=l(e,e.selected),M.unselectedOptions=l(e,e.unselected),[{x:!1,y:!1,t:{},trace:e}]}},{\"../../constants/numerical\":753,\"../../lib\":778,\"../../plots/cartesian/axis_ids\":831,\"../scatter/calc\":1188,\"../scatter/colorscale_calc\":1190,\"../scattergl/constants\":1241,\"../scattergl/convert\":1242,\"./scene_update\":1292}],1286:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/array_container_defaults\"),a=t(\"./attributes\"),o=t(\"../scatter/subtypes\"),s=t(\"../scatter/marker_defaults\"),l=t(\"../parcoords/merge_length\"),c=t(\"../scattergl/helpers\").isOpenSymbol;function u(t,e){function r(r,i){return n.coerce(t,e,a.dimensions,r,i)}r(\"label\");var i=r(\"values\");i&&i.length?r(\"visible\"):e.visible=!1,r(\"axis.type\"),r(\"axis.matches\")}e.exports=function(t,e,r,f){function h(r,i){return n.coerce(t,e,a,r,i)}var p=i(t,e,{name:\"dimensions\",handleItemDefaults:u}),d=h(\"diagonal.visible\"),g=h(\"showupperhalf\"),m=h(\"showlowerhalf\");if(l(e,p,\"values\")&&(d||g||m)){h(\"text\"),h(\"hovertext\"),h(\"hovertemplate\"),s(t,e,r,f,h);var v=c(e.marker.symbol),y=o.isBubble(e);h(\"marker.line.width\",v||y?1:0),function(t,e,r,n){var i,a,o=e.dimensions,s=o.length,l=e.showupperhalf,c=e.showlowerhalf,u=e.diagonal.visible,f=new Array(s),h=new Array(s);for(i=0;i<s;i++){var p=i?i+1:\"\";f[i]=\"x\"+p,h[i]=\"y\"+p}var d=n(\"xaxes\",f),g=n(\"yaxes\",h),m=e._diag=new Array(s);e._xaxes={},e._yaxes={};var v=[],y=[];function x(t,n,i,a){if(t){var o=t.charAt(0),s=r._splomAxes[o];if(e[\"_\"+o+\"axes\"][t]=1,a.push(t),!(t in s)){var l=s[t]={};i&&(l.label=i.label||\"\",i.visible&&i.axis&&(i.axis.type&&(l.type=i.axis.type),i.axis.matches&&(l.matches=n)))}}}var b=!u&&!c,_=!u&&!l;for(e._axesDim={},i=0;i<s;i++){var w=o[i],T=0===i,k=i===s-1,M=T&&b||k&&_?void 0:d[i],A=T&&_||k&&b?void 0:g[i];x(M,A,w,v),x(A,M,w,y),m[i]=[M,A],e._axesDim[M]=i,e._axesDim[A]=i}for(i=0;i<v.length;i++)for(a=0;a<y.length;a++){var S=v[i]+y[a];i>a&&l||i<a&&c?r._splomSubplots[S]=1:i!==a||!u&&c&&l||(r._splomSubplots[S]=1)}(!c||!u&&l&&c)&&(r._splomGridDflt.xside=\"bottom\",r._splomGridDflt.yside=\"left\")}(0,e,f,h),n.coerceSelectionMarkerOpacity(e,h)}else e.visible=!1}},{\"../../lib\":778,\"../../plots/array_container_defaults\":823,\"../parcoords/merge_length\":1158,\"../scatter/marker_defaults\":1206,\"../scatter/subtypes\":1212,\"../scattergl/helpers\":1246,\"./attributes\":1283}],1287:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../scatter/colorscale_calc\"),a=t(\"../scattergl/convert\").markerStyle;e.exports=function(t,e){var r=e.trace,o=t._fullLayout._splomScenes[r.uid];if(o){i(t,r),n.extendFlat(o.matrixOptions,a(r));var s=n.extendFlat({},o.matrixOptions,o.viewOpts);o.matrix.update(s,null)}}},{\"../../lib\":778,\"../scatter/colorscale_calc\":1190,\"../scattergl/convert\":1242}],1288:[function(t,e,r){\"use strict\";r.getDimIndex=function(t,e){for(var r=e._id,n={x:0,y:1}[r.charAt(0)],i=t._visibleDims,a=0;a<i.length;a++){var o=i[a];if(t._diag[o][n]===r)return a}return!1}},{}],1289:[function(t,e,r){\"use strict\";var n=t(\"./helpers\"),i=t(\"../scattergl/hover\").calcHover;e.exports={hoverPoints:function(t,e,r){var a=t.cd[0].trace,o=t.scene.matrixOptions.cdata,s=t.xa,l=t.ya,c=s.c2p(e),u=l.c2p(r),f=t.distance,h=n.getDimIndex(a,s),p=n.getDimIndex(a,l);if(!1===h||!1===p)return[t];for(var d,g,m=o[h],v=o[p],y=f,x=0;x<m.length;x++){var b=m[x],_=v[x],w=s.c2p(b)-c,T=l.c2p(_)-u,k=Math.sqrt(w*w+T*T);k<y&&(y=g=k,d=x)}return t.index=d,t.distance=y,t.dxy=g,void 0===d?[t]:[i(t,m,v,a)]}}},{\"../scattergl/hover\":1247,\"./helpers\":1288}],1290:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../components/grid\");e.exports={moduleType:\"trace\",name:\"splom\",basePlotModule:t(\"./base_plot\"),categories:[\"gl\",\"regl\",\"cartesian\",\"symbols\",\"showLegend\",\"scatter-like\"],attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),calc:t(\"./calc\"),plot:t(\"./plot\"),hoverPoints:t(\"./hover\").hoverPoints,selectPoints:t(\"./select\"),editStyle:t(\"./edit_style\"),meta:{}},n.register(i)},{\"../../components/grid\":687,\"../../registry\":911,\"../scatter/marker_colorbar\":1205,\"./attributes\":1283,\"./base_plot\":1284,\"./calc\":1285,\"./defaults\":1286,\"./edit_style\":1287,\"./hover\":1289,\"./plot\":1291,\"./select\":1293}],1291:[function(t,e,r){\"use strict\";var n=t(\"regl-splom\"),i=t(\"../../lib\"),a=t(\"../../plots/cartesian/axis_ids\"),o=t(\"../../components/dragelement/helpers\").selectMode;function s(t,e){var r,s,l,c,u,f=t._fullLayout,h=f._size,p=e.trace,d=e.t,g=f._splomScenes[p.uid],m=g.matrixOptions,v=m.cdata,y=f._glcanvas.data()[0].regl,x=f.dragmode;if(0!==v.length){m.lower=p.showupperhalf,m.upper=p.showlowerhalf,m.diagonal=p.diagonal.visible;var b=p._visibleDims,_=v.length,w=g.viewOpts={};for(w.ranges=new Array(_),w.domains=new Array(_),u=0;u<b.length;u++){l=b[u];var T=w.ranges[u]=new Array(4),k=w.domains[u]=new Array(4);(r=a.getFromId(t,p._diag[l][0]))&&(T[0]=r._rl[0],T[2]=r._rl[1],k[0]=r.domain[0],k[2]=r.domain[1]),(s=a.getFromId(t,p._diag[l][1]))&&(T[1]=s._rl[0],T[3]=s._rl[1],k[1]=s.domain[0],k[3]=s.domain[1])}w.viewport=[h.l,h.b,h.w+h.l,h.h+h.b],!0===g.matrix&&(g.matrix=n(y));var M=f.clickmode.indexOf(\"select\")>-1,A=!0;if(o(x)||!!p.selectedpoints||M){var S=p._length;if(p.selectedpoints){g.selectBatch=p.selectedpoints;var E=p.selectedpoints,C={};for(l=0;l<E.length;l++)C[E[l]]=!0;var L=[];for(l=0;l<S;l++)C[l]||L.push(l);g.unselectBatch=L}var I=d.xpx=new Array(_),P=d.ypx=new Array(_);for(u=0;u<b.length;u++){if(l=b[u],r=a.getFromId(t,p._diag[l][0]))for(I[u]=new Array(S),c=0;c<S;c++)I[u][c]=r.c2p(v[u][c]);if(s=a.getFromId(t,p._diag[l][1]))for(P[u]=new Array(S),c=0;c<S;c++)P[u][c]=s.c2p(v[u][c])}if(g.selectBatch.length||g.unselectBatch.length){var z=i.extendFlat({},m,g.unselectedOptions,w),O=i.extendFlat({},m,g.selectedOptions,w);g.matrix.update(z,O),A=!1}}else d.xpx=d.ypx=null;if(A){var D=i.extendFlat({},m,w);g.matrix.update(D,null)}}}e.exports=function(t,e,r){if(r.length)for(var n=0;n<r.length;n++)s(t,r[n][0])}},{\"../../components/dragelement/helpers\":661,\"../../lib\":778,\"../../plots/cartesian/axis_ids\":831,\"regl-splom\":539}],1292:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var r=t._fullLayout,i=e.uid,a=r._splomScenes;a||(a=r._splomScenes={});var o={dirty:!0,selectBatch:[],unselectBatch:[]},s=a[e.uid];return s||((s=a[i]=n.extendFlat({},o,{matrix:!1,selectBatch:[],unselectBatch:[]})).draw=function(){s.matrix&&s.matrix.draw&&(s.selectBatch.length||s.unselectBatch.length?s.matrix.draw(s.unselectBatch,s.selectBatch):s.matrix.draw()),s.dirty=!1},s.destroy=function(){s.matrix&&s.matrix.destroy&&s.matrix.destroy(),s.matrixOptions=null,s.selectBatch=null,s.unselectBatch=null,s=null}),s.dirty||n.extendFlat(s,o),s}},{\"../../lib\":778}],1293:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../scatter/subtypes\"),a=t(\"./helpers\");e.exports=function(t,e){var r=t.cd,o=r[0].trace,s=r[0].t,l=t.scene,c=l.matrixOptions.cdata,u=t.xaxis,f=t.yaxis,h=[];if(!l)return h;var p=!i.hasMarkers(o)&&!i.hasText(o);if(!0!==o.visible||p)return h;var d=a.getDimIndex(o,u),g=a.getDimIndex(o,f);if(!1===d||!1===g)return h;var m=s.xpx[d],v=s.ypx[g],y=c[d],x=c[g],b=[],_=[];if(!1!==e&&!e.degenerate)for(var w=0;w<y.length;w++)e.contains([m[w],v[w]],null,w,t)?(b.push(w),h.push({pointNumber:w,x:y[w],y:x[w]})):_.push(w);var T=l.matrixOptions;return b.length||_.length?l.selectBatch.length||l.unselectBatch.length||l.matrix.update(l.unselectedOptions,n.extendFlat({},T,l.selectedOptions,l.viewOpts)):l.matrix.update(T,null),l.selectBatch=b,l.unselectBatch=_,h}},{\"../../lib\":778,\"../scatter/subtypes\":1212,\"./helpers\":1288}],1294:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../mesh3d/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l={x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},u:{valType:\"data_array\",editType:\"calc\"},v:{valType:\"data_array\",editType:\"calc\"},w:{valType:\"data_array\",editType:\"calc\"},starts:{x:{valType:\"data_array\",editType:\"calc\"},y:{valType:\"data_array\",editType:\"calc\"},z:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"},maxdisplayed:{valType:\"integer\",min:0,dflt:1e3,editType:\"calc\"},sizeref:{valType:\"number\",editType:\"calc\",min:0,dflt:1},text:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertemplate:i({editType:\"calc\"},{keys:[\"tubex\",\"tubey\",\"tubez\",\"tubeu\",\"tubev\",\"tubew\",\"norm\",\"divergence\"]}),showlegend:s({},o.showlegend,{dflt:!1})};s(l,n(\"\",{colorAttr:\"u/v/w norm\",showScaleDflt:!0,editTypeOverride:\"calc\"}));[\"opacity\",\"lightposition\",\"lighting\"].forEach((function(t){l[t]=a[t]})),l.hoverinfo=s({},o.hoverinfo,{editType:\"calc\",flags:[\"x\",\"y\",\"z\",\"u\",\"v\",\"w\",\"norm\",\"divergence\",\"text\",\"name\"],dflt:\"x+y+z+norm+text+name\"}),l.transforms=void 0,e.exports=l},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../mesh3d/attributes\":1128}],1295:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/colorscale/calc\");function a(t){var e,r,i,a,s,l,c,u,f,h,p,d,g=t._x,m=t._y,v=t._z,y=t._len,x=-1/0,b=1/0,_=-1/0,w=1/0,T=-1/0,k=1/0,M=\"\";for(y&&(c=g[0],f=m[0],p=v[0]),y>1&&(u=g[y-1],h=m[y-1],d=v[y-1]),e=0;e<y;e++)x=Math.max(x,g[e]),b=Math.min(b,g[e]),_=Math.max(_,m[e]),w=Math.min(w,m[e]),T=Math.max(T,v[e]),k=Math.min(k,v[e]),a||g[e]===c||(a=!0,M+=\"x\"),s||m[e]===f||(s=!0,M+=\"y\"),l||v[e]===p||(l=!0,M+=\"z\");a||(M+=\"x\"),s||(M+=\"y\"),l||(M+=\"z\");var A=o(t._x),S=o(t._y),E=o(t._z);M=(M=(M=M.replace(\"x\",(c>u?\"-\":\"+\")+\"x\")).replace(\"y\",(f>h?\"-\":\"+\")+\"y\")).replace(\"z\",(p>d?\"-\":\"+\")+\"z\");var C=function(){y=0,A=[],S=[],E=[]};(!y||y<A.length*S.length*E.length)&&C();var L=function(t){return\"x\"===t?g:\"y\"===t?m:v},I=function(t){return\"x\"===t?A:\"y\"===t?S:E},P=function(t){return t[y-1]<t[0]?-1:1},z=L(M[1]),O=L(M[3]),D=L(M[5]),R=I(M[1]).length,F=I(M[3]).length,B=I(M[5]).length,N=!1,j=function(t,e,r){return R*(F*t+e)+r},U=P(L(M[1])),V=P(L(M[3])),q=P(L(M[5]));for(e=0;e<B-1;e++){for(r=0;r<F-1;r++){for(i=0;i<R-1;i++){var H=j(e,r,i),G=j(e,r,i+1),Y=j(e,r+1,i),W=j(e+1,r,i);if(z[H]*U<z[G]*U&&O[H]*V<O[Y]*V&&D[H]*q<D[W]*q||(N=!0),N)break}if(N)break}if(N)break}return N&&(n.warn(\"Encountered arbitrary coordinates! Unable to input data grid.\"),C()),{xMin:b,yMin:w,zMin:k,xMax:x,yMax:_,zMax:T,Xs:A,Ys:S,Zs:E,len:y,fill:M}}function o(t){return n.distinctVals(t).vals}function s(t,e){if(void 0===e&&(e=t.length),n.isTypedArray(t))return t.subarray(0,e);for(var r=[],i=0;i<e;i++)r[i]=+t[i];return r}e.exports={calc:function(t,e){e._len=Math.min(e.u.length,e.v.length,e.w.length,e.x.length,e.y.length,e.z.length),e._u=s(e.u,e._len),e._v=s(e.v,e._len),e._w=s(e.w,e._len),e._x=s(e.x,e._len),e._y=s(e.y,e._len),e._z=s(e.z,e._len);var r=a(e);e._gridFill=r.fill,e._Xs=r.Xs,e._Ys=r.Ys,e._Zs=r.Zs,e._len=r.len;var n,o,l,c=0;e.starts&&(n=s(e.starts.x||[]),o=s(e.starts.y||[]),l=s(e.starts.z||[]),c=Math.min(n.length,o.length,l.length)),e._startsX=n||[],e._startsY=o||[],e._startsZ=l||[];var u,f=0,h=1/0;for(u=0;u<e._len;u++){var p=e._u[u],d=e._v[u],g=e._w[u],m=Math.sqrt(p*p+d*d+g*g);f=Math.max(f,m),h=Math.min(h,m)}for(i(t,e,{vals:[h,f],containerStr:\"\",cLetter:\"c\"}),u=0;u<c;u++){var v=n[u];r.xMax=Math.max(r.xMax,v),r.xMin=Math.min(r.xMin,v);var y=o[u];r.yMax=Math.max(r.yMax,y),r.yMin=Math.min(r.yMin,y);var x=l[u];r.zMax=Math.max(r.zMax,x),r.zMin=Math.min(r.zMin,x)}e._slen=c,e._normMax=f,e._xbnds=[r.xMin,r.xMax],e._ybnds=[r.yMin,r.yMax],e._zbnds=[r.zMin,r.zMax]},filter:s,processGrid:a}},{\"../../components/colorscale/calc\":651,\"../../lib\":778}],1296:[function(t,e,r){\"use strict\";var n=t(\"gl-streamtube3d\"),i=n.createTubeMesh,a=t(\"../../lib\"),o=t(\"../../lib/gl_format_color\").parseColorScale,s=t(\"../../components/colorscale\").extractOpts,l=t(\"../../plots/gl3d/zip3\"),c={xaxis:0,yaxis:1,zaxis:2};function u(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var f=u.prototype;function h(t){var e=t.length;return e>2?t.slice(1,e-1):2===e?[(t[0]+t[1])/2]:t}function p(t){var e=t.length;return 1===e?[.5,.5]:[t[1]-t[0],t[e-1]-t[e-2]]}function d(t,e){var r=t.fullSceneLayout,i=t.dataScale,u=e._len,f={};function d(t,e){var n=r[e],o=i[c[e]];return a.simpleMap(t,(function(t){return n.d2l(t)*o}))}if(f.vectors=l(d(e._u,\"xaxis\"),d(e._v,\"yaxis\"),d(e._w,\"zaxis\"),u),!u)return{positions:[],cells:[]};var g=d(e._Xs,\"xaxis\"),m=d(e._Ys,\"yaxis\"),v=d(e._Zs,\"zaxis\");if(f.meshgrid=[g,m,v],f.gridFill=e._gridFill,e._slen)f.startingPositions=l(d(e._startsX,\"xaxis\"),d(e._startsY,\"yaxis\"),d(e._startsZ,\"zaxis\"));else{for(var y=m[0],x=h(g),b=h(v),_=new Array(x.length*b.length),w=0,T=0;T<x.length;T++)for(var k=0;k<b.length;k++)_[w++]=[x[T],y,b[k]];f.startingPositions=_}f.colormap=o(e),f.tubeSize=e.sizeref,f.maxLength=e.maxdisplayed;var M=d(e._xbnds,\"xaxis\"),A=d(e._ybnds,\"yaxis\"),S=d(e._zbnds,\"zaxis\"),E=p(g),C=p(m),L=p(v),I=[[M[0]-E[0],A[0]-C[0],S[0]-L[0]],[M[1]+E[1],A[1]+C[1],S[1]+L[1]]],P=n(f,I),z=s(e);P.vertexIntensityBounds=[z.min/e._normMax,z.max/e._normMax];var O=e.lightposition;return P.lightPosition=[O.x,O.y,O.z],P.ambient=e.lighting.ambient,P.diffuse=e.lighting.diffuse,P.specular=e.lighting.specular,P.roughness=e.lighting.roughness,P.fresnel=e.lighting.fresnel,P.opacity=e.opacity,e._pad=P.tubeScale*e.sizeref*2,P}f.handlePick=function(t){var e=this.scene.fullSceneLayout,r=this.scene.dataScale;function n(t,n){var i=e[n],a=r[c[n]];return i.l2c(t)/a}if(t.object===this.mesh){var i=t.data.position,a=t.data.velocity;return t.traceCoordinate=[n(i[0],\"xaxis\"),n(i[1],\"yaxis\"),n(i[2],\"zaxis\"),n(a[0],\"xaxis\"),n(a[1],\"yaxis\"),n(a[2],\"zaxis\"),t.data.intensity*this.data._normMax,t.data.divergence],t.textLabel=this.data.hovertext||this.data.text,!0}},f.update=function(t){this.data=t;var e=d(this.scene,t);this.mesh.update(e)},f.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,n=d(t,e),a=i(r,n),o=new u(t,e.uid);return o.mesh=a,o.data=e,a._trace=o,t.glplot.add(a),o}},{\"../../components/colorscale\":655,\"../../lib\":778,\"../../lib/gl_format_color\":774,\"../../plots/gl3d/zip3\":881,\"gl-streamtube3d\":348}],1297:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/colorscale/defaults\"),a=t(\"./attributes\");e.exports=function(t,e,r,o){function s(r,i){return n.coerce(t,e,a,r,i)}var l=s(\"u\"),c=s(\"v\"),u=s(\"w\"),f=s(\"x\"),h=s(\"y\"),p=s(\"z\");l&&l.length&&c&&c.length&&u&&u.length&&f&&f.length&&h&&h.length&&p&&p.length?(s(\"starts.x\"),s(\"starts.y\"),s(\"starts.z\"),s(\"maxdisplayed\"),s(\"sizeref\"),s(\"lighting.ambient\"),s(\"lighting.diffuse\"),s(\"lighting.specular\"),s(\"lighting.roughness\"),s(\"lighting.fresnel\"),s(\"lightposition.x\"),s(\"lightposition.y\"),s(\"lightposition.z\"),i(t,e,o,s,{prefix:\"\",cLetter:\"c\"}),s(\"text\"),s(\"hovertext\"),s(\"hovertemplate\"),e._length=null):e.visible=!1}},{\"../../components/colorscale/defaults\":653,\"../../lib\":778,\"./attributes\":1294}],1298:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"streamtube\",basePlotModule:t(\"../../plots/gl3d\"),categories:[\"gl3d\",\"showLegend\"],attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:{min:\"cmin\",max:\"cmax\"},calc:t(\"./calc\").calc,plot:t(\"./convert\"),eventData:function(t,e){return t.tubex=t.x,t.tubey=t.y,t.tubez=t.z,t.tubeu=e.traceCoordinate[3],t.tubev=e.traceCoordinate[4],t.tubew=e.traceCoordinate[5],t.norm=e.traceCoordinate[6],t.divergence=e.traceCoordinate[7],delete t.x,delete t.y,delete t.z,t},meta:{}}},{\"../../plots/gl3d\":870,\"./attributes\":1294,\"./calc\":1295,\"./convert\":1296,\"./defaults\":1297}],1299:[function(t,e,r){\"use strict\";var n=t(\"../../plots/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,o=t(\"../../components/colorscale/attributes\"),s=t(\"../../plots/domain\").attributes,l=t(\"../pie/attributes\"),c=t(\"./constants\"),u=t(\"../../lib/extend\").extendFlat;e.exports={labels:{valType:\"data_array\",editType:\"calc\"},parents:{valType:\"data_array\",editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},branchvalues:{valType:\"enumerated\",values:[\"remainder\",\"total\"],dflt:\"remainder\",editType:\"calc\"},count:{valType:\"flaglist\",flags:[\"branches\",\"leaves\"],dflt:\"leaves\",editType:\"calc\"},level:{valType:\"any\",editType:\"plot\",anim:!0},maxdepth:{valType:\"integer\",editType:\"plot\",dflt:-1},marker:u({colors:{valType:\"data_array\",editType:\"calc\"},line:{color:u({},l.marker.line.color,{dflt:null}),width:u({},l.marker.line.width,{dflt:1}),editType:\"calc\"},editType:\"calc\"},o(\"marker\",{colorAttr:\"colors\",anim:!1})),leaf:{opacity:{valType:\"number\",editType:\"style\",min:0,max:1},editType:\"plot\"},text:l.text,textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"current path\",\"percent root\",\"percent entry\",\"percent parent\"],extras:[\"none\"],editType:\"plot\"},texttemplate:a({editType:\"plot\"},{keys:c.eventDataKeys.concat([\"label\",\"value\"])}),hovertext:l.hovertext,hoverinfo:u({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"name\",\"current path\",\"percent root\",\"percent entry\",\"percent parent\"],dflt:\"label+text+value+name\"}),hovertemplate:i({},{keys:c.eventDataKeys}),textfont:l.textfont,insidetextorientation:l.insidetextorientation,insidetextfont:l.insidetextfont,outsidetextfont:u({},l.outsidetextfont,{}),rotation:{valType:\"angle\",dflt:0,editType:\"plot\"},sort:l.sort,root:{color:{valType:\"color\",editType:\"calc\",dflt:\"rgba(0,0,0,0)\"},editType:\"calc\"},domain:s({name:\"sunburst\",trace:!0,editType:\"calc\"})}},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/domain\":855,\"../../plots/template_attributes\":906,\"../pie/attributes\":1161,\"./constants\":1302}],1300:[function(t,e,r){\"use strict\";var n=t(\"../../plots/plots\");r.name=\"sunburst\",r.plot=function(t,e,i,a){n.plotBasePlot(r.name,t,e,i,a)},r.clean=function(t,e,i,a){n.cleanBasePlot(r.name,t,e,i,a)}},{\"../../plots/plots\":891}],1301:[function(t,e,r){\"use strict\";var n=t(\"d3-hierarchy\"),i=t(\"fast-isnumeric\"),a=t(\"../../lib\"),o=t(\"../../components/colorscale\").makeColorScaleFuncFromTrace,s=t(\"../pie/calc\").makePullColorFn,l=t(\"../pie/calc\").generateExtendedColors,c=t(\"../../components/colorscale\").calc,u=t(\"../../constants/numerical\").ALMOST_EQUAL,f={},h={};r.calc=function(t,e){var r,l,f,h,p,d,g=t._fullLayout,m=e.ids,v=a.isArrayOrTypedArray(m),y=e.labels,x=e.parents,b=e.values,_=a.isArrayOrTypedArray(b),w=[],T={},k={},M=function(t){return t||\"number\"==typeof t},A=function(t){return!_||i(b[t])&&b[t]>=0};v?(r=Math.min(m.length,x.length),l=function(t){return M(m[t])&&A(t)},f=function(t){return String(m[t])}):(r=Math.min(y.length,x.length),l=function(t){return M(y[t])&&A(t)},f=function(t){return String(y[t])}),_&&(r=Math.min(r,b.length));for(var S=0;S<r;S++)if(l(S)){var E=f(S),C=M(x[S])?String(x[S]):\"\",L={i:S,id:E,pid:C,label:M(y[S])?String(y[S]):\"\"};_&&(L.v=+b[S]),w.push(L),p=E,T[h=C]?T[h].push(p):T[h]=[p],k[p]=1}if(T[\"\"]){if(T[\"\"].length>1){for(var I=a.randstr(),P=0;P<w.length;P++)\"\"===w[P].pid&&(w[P].pid=I);w.unshift({hasMultipleRoots:!0,id:I,pid:\"\",label:\"\"})}}else{var z,O=[];for(z in T)k[z]||O.push(z);if(1!==O.length)return a.warn([\"Multiple implied roots, cannot build\",e.type,\"hierarchy of\",e.name+\".\",\"These roots include:\",O.join(\", \")].join(\" \"));z=O[0],w.unshift({hasImpliedRoot:!0,id:z,pid:\"\",label:z})}try{d=n.stratify().id((function(t){return t.id})).parentId((function(t){return t.pid}))(w)}catch(t){return a.warn([\"Failed to build\",e.type,\"hierarchy of\",e.name+\".\",\"Error:\",t.message].join(\" \"))}var D=n.hierarchy(d),R=!1;if(_)switch(e.branchvalues){case\"remainder\":D.sum((function(t){return t.data.v}));break;case\"total\":D.each((function(t){var r=t.data.data,n=r.v;if(t.children){var i=t.children.reduce((function(t,e){return t+e.data.data.v}),0);if((r.hasImpliedRoot||r.hasMultipleRoots)&&(n=i),n<i*u)return R=!0,a.warn([\"Total value for node\",t.data.data.id,\"of\",e.name,\"is smaller than the sum of its children.\",\"\\nparent value =\",n,\"\\nchildren sum =\",i].join(\" \"))}t.value=n}))}else!function t(e,r,n){var i=0,a=e.children;if(a){for(var o=a.length,s=0;s<o;s++)i+=t(a[s],r,n);n.branches&&i++}else n.leaves&&i++;e.value=e.data.data.value=i,r._values||(r._values=[]);return r._values[e.data.data.i]=i,i}(D,e,{branches:-1!==e.count.indexOf(\"branches\"),leaves:-1!==e.count.indexOf(\"leaves\")});if(!R){var F,B;e.sort&&D.sort((function(t,e){return e.value-t.value}));var N=e.marker.colors||[],j=!!N.length;return e._hasColorscale?(j||(N=_?e.values:e._values),c(t,e,{vals:N,containerStr:\"marker\",cLetter:\"c\"}),B=o(e.marker)):F=s(g[\"_\"+e.type+\"colormap\"]),D.each((function(t){var r=t.data.data;r.color=e._hasColorscale?B(N[r.i]):F(N[r.i],r.id)})),w[0].hierarchy=D,w}},r._runCrossTraceCalc=function(t,e){var r=e._fullLayout,n=e.calcdata,i=r[t+\"colorway\"],a=r[\"_\"+t+\"colormap\"];r[\"extend\"+t+\"colors\"]&&(i=l(i,\"treemap\"===t?h:f));var o,s=0;function c(t){var e=t.data.data,r=e.id;!1===e.color&&(a[r]?e.color=a[r]:t.parent?t.parent.parent?e.color=t.parent.data.data.color:(a[r]=e.color=i[s%i.length],s++):e.color=o)}for(var u=0;u<n.length;u++){var p=n[u][0];p.trace.type===t&&p.hierarchy&&(o=p.trace.root.color,p.hierarchy.each(c))}},r.crossTraceCalc=function(t){return r._runCrossTraceCalc(\"sunburst\",t)}},{\"../../components/colorscale\":655,\"../../constants/numerical\":753,\"../../lib\":778,\"../pie/calc\":1163,\"d3-hierarchy\":161,\"fast-isnumeric\":241}],1302:[function(t,e,r){\"use strict\";e.exports={CLICK_TRANSITION_TIME:750,CLICK_TRANSITION_EASING:\"linear\",eventDataKeys:[\"currentPath\",\"root\",\"entry\",\"percentRoot\",\"percentEntry\",\"percentParent\"]}},{}],1303:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./attributes\"),a=t(\"../../plots/domain\").defaults,o=t(\"../bar/defaults\").handleText,s=t(\"../../components/colorscale\"),l=s.hasColorscale,c=s.handleDefaults;e.exports=function(t,e,r,s){function u(r,a){return n.coerce(t,e,i,r,a)}var f=u(\"labels\"),h=u(\"parents\");if(f&&f.length&&h&&h.length){var p=u(\"values\");p&&p.length?u(\"branchvalues\"):u(\"count\"),u(\"level\"),u(\"maxdepth\"),u(\"marker.line.width\")&&u(\"marker.line.color\",s.paper_bgcolor),u(\"marker.colors\");var d=e._hasColorscale=l(t,\"marker\",\"colors\")||(t.marker||{}).coloraxis;d&&c(t,e,s,u,{prefix:\"marker.\",cLetter:\"c\"}),u(\"leaf.opacity\",d?1:.7);var g=u(\"text\");u(\"texttemplate\"),e.texttemplate||u(\"textinfo\",Array.isArray(g)?\"text+label\":\"label\"),u(\"hovertext\"),u(\"hovertemplate\");o(t,e,s,u,\"auto\",{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),u(\"insidetextorientation\"),u(\"sort\"),u(\"rotation\"),u(\"root.color\"),a(e,s,u),e._length=null}else e.visible=!1}},{\"../../components/colorscale\":655,\"../../lib\":778,\"../../plots/domain\":855,\"../bar/defaults\":925,\"./attributes\":1299}],1304:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../registry\"),a=t(\"../../components/fx/helpers\").appendArrayPointValue,o=t(\"../../components/fx\"),s=t(\"../../lib\"),l=t(\"../../lib/events\"),c=t(\"./helpers\"),u=t(\"../pie/helpers\").formatPieValue;function f(t,e,r){for(var n=t.data.data,i={curveNumber:e.index,pointNumber:n.i,data:e._input,fullData:e},o=0;o<r.length;o++){var s=r[o];s in t&&(i[s]=t[s])}return\"parentString\"in t&&!c.isHierarchyRoot(t)&&(i.parent=t.parentString),a(i,e,n.i),i}e.exports=function(t,e,r,a,h){var p=a[0],d=p.trace,g=p.hierarchy,m=\"sunburst\"===d.type,v=\"treemap\"===d.type;\"_hasHoverLabel\"in d||(d._hasHoverLabel=!1),\"_hasHoverEvent\"in d||(d._hasHoverEvent=!1);t.on(\"mouseover\",(function(i){var a=r._fullLayout;if(!r._dragging&&!1!==a.hovermode){var l=r._fullData[d.index],y=i.data.data,x=y.i,b=c.isHierarchyRoot(i),_=c.getParent(g,i),w=c.getValue(i),T=function(t){return s.castOption(l,x,t)},k=T(\"hovertemplate\"),M=o.castHoverinfo(l,a,x),A=a.separators;if(k||M&&\"none\"!==M&&\"skip\"!==M){var S,E;m&&(S=p.cx+i.pxmid[0]*(1-i.rInscribed),E=p.cy+i.pxmid[1]*(1-i.rInscribed)),v&&(S=i._hoverX,E=i._hoverY);var C,L={},I=[],P=[],z=function(t){return-1!==I.indexOf(t)};M&&(I=\"all\"===M?l._module.attributes.hoverinfo.flags:M.split(\"+\")),L.label=y.label,z(\"label\")&&L.label&&P.push(L.label),y.hasOwnProperty(\"v\")&&(L.value=y.v,L.valueLabel=u(L.value,A),z(\"value\")&&P.push(L.valueLabel)),L.currentPath=i.currentPath=c.getPath(i.data),z(\"current path\")&&!b&&P.push(L.currentPath);var O=[],D=function(){-1===O.indexOf(C)&&(P.push(C),O.push(C))};L.percentParent=i.percentParent=w/c.getValue(_),L.parent=i.parentString=c.getPtLabel(_),z(\"percent parent\")&&(C=c.formatPercent(L.percentParent,A)+\" of \"+L.parent,D()),L.percentEntry=i.percentEntry=w/c.getValue(e),L.entry=i.entry=c.getPtLabel(e),!z(\"percent entry\")||b||i.onPathbar||(C=c.formatPercent(L.percentEntry,A)+\" of \"+L.entry,D()),L.percentRoot=i.percentRoot=w/c.getValue(g),L.root=i.root=c.getPtLabel(g),z(\"percent root\")&&!b&&(C=c.formatPercent(L.percentRoot,A)+\" of \"+L.root,D()),L.text=T(\"hovertext\")||T(\"text\"),z(\"text\")&&(C=L.text,s.isValidTextValue(C)&&P.push(C));var R={trace:l,y:E,text:P.join(\"<br>\"),name:k||z(\"name\")?l.name:void 0,color:T(\"hoverlabel.bgcolor\")||y.color,borderColor:T(\"hoverlabel.bordercolor\"),fontFamily:T(\"hoverlabel.font.family\"),fontSize:T(\"hoverlabel.font.size\"),fontColor:T(\"hoverlabel.font.color\"),nameLength:T(\"hoverlabel.namelength\"),textAlign:T(\"hoverlabel.align\"),hovertemplate:k,hovertemplateLabels:L,eventData:[f(i,l,h.eventDataKeys)]};m&&(R.x0=S-i.rInscribed*i.rpx1,R.x1=S+i.rInscribed*i.rpx1,R.idealAlign=i.pxmid[0]<0?\"left\":\"right\"),v&&(R.x=S,R.idealAlign=S<0?\"left\":\"right\"),o.loneHover(R,{container:a._hoverlayer.node(),outerContainer:a._paper.node(),gd:r}),d._hasHoverLabel=!0}if(v){var F=t.select(\"path.surface\");h.styleOne(F,i,l,{hovered:!0})}d._hasHoverEvent=!0,r.emit(\"plotly_hover\",{points:[f(i,l,h.eventDataKeys)],event:n.event})}})),t.on(\"mouseout\",(function(e){var i=r._fullLayout,a=r._fullData[d.index],s=n.select(this).datum();if(d._hasHoverEvent&&(e.originalEvent=n.event,r.emit(\"plotly_unhover\",{points:[f(s,a,h.eventDataKeys)],event:n.event}),d._hasHoverEvent=!1),d._hasHoverLabel&&(o.loneUnhover(i._hoverlayer.node()),d._hasHoverLabel=!1),v){var l=t.select(\"path.surface\");h.styleOne(l,s,a,{hovered:!1})}})),t.on(\"click\",(function(t){var e=r._fullLayout,a=r._fullData[d.index],s=m&&(c.isHierarchyRoot(t)||c.isLeaf(t)),u=c.getPtId(t),p=c.isEntry(t)?c.findEntryWithChild(g,u):c.findEntryWithLevel(g,u),v=c.getPtId(p),y={points:[f(t,a,h.eventDataKeys)],event:n.event};s||(y.nextLevel=v);var x=l.triggerHandler(r,\"plotly_\"+d.type+\"click\",y);if(!1!==x&&e.hovermode&&(r._hoverdata=[f(t,a,h.eventDataKeys)],o.click(r,n.event)),!s&&!1!==x&&!r._dragging&&!r._transitioning){i.call(\"_storeDirectGUIEdit\",a,e._tracePreGUI[a.uid],{level:a.level});var b={data:[{level:v}],traces:[d.index]},_={frame:{redraw:!1,duration:h.transitionTime},transition:{duration:h.transitionTime,easing:h.transitionEasing},mode:\"immediate\",fromcurrent:!0};o.loneUnhover(e._hoverlayer.node()),i.call(\"animate\",r,b,_)}}))}},{\"../../components/fx\":683,\"../../components/fx/helpers\":679,\"../../lib\":778,\"../../lib/events\":767,\"../../registry\":911,\"../pie/helpers\":1166,\"./helpers\":1305,d3:169}],1305:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\"),a=t(\"../../lib/setcursor\"),o=t(\"../pie/helpers\");function s(t){return t.data.data.pid}r.findEntryWithLevel=function(t,e){var n;return e&&t.eachAfter((function(t){if(r.getPtId(t)===e)return n=t.copy()})),n||t},r.findEntryWithChild=function(t,e){var n;return t.eachAfter((function(t){for(var i=t.children||[],a=0;a<i.length;a++){var o=i[a];if(r.getPtId(o)===e)return n=t.copy()}})),n||t},r.isEntry=function(t){return!t.parent},r.isLeaf=function(t){return!t.children},r.getPtId=function(t){return t.data.data.id},r.getPtLabel=function(t){return t.data.data.label},r.getValue=function(t){return t.value},r.isHierarchyRoot=function(t){return\"\"===s(t)},r.setSliceCursor=function(t,e,n){var i=n.isTransitioning;if(!i){var o=t.datum();i=n.hideOnRoot&&r.isHierarchyRoot(o)||n.hideOnLeaves&&r.isLeaf(o)}a(t,i?null:\"pointer\")},r.getInsideTextFontKey=function(t,e,r,i,a){var o=(a||{}).onPathbar?\"pathbar.textfont\":\"insidetextfont\",s=r.data.data.i;return n.castOption(e,s,o+\".\"+t)||n.castOption(e,s,\"textfont.\"+t)||i.size},r.getOutsideTextFontKey=function(t,e,r,i){var a=r.data.data.i;return n.castOption(e,a,\"outsidetextfont.\"+t)||n.castOption(e,a,\"textfont.\"+t)||i.size},r.isOutsideText=function(t,e){return!t._hasColorscale&&r.isHierarchyRoot(e)},r.determineTextFont=function(t,e,a,o){return r.isOutsideText(t,e)?function(t,e,n){return{color:r.getOutsideTextFontKey(\"color\",t,e,n),family:r.getOutsideTextFontKey(\"family\",t,e,n),size:r.getOutsideTextFontKey(\"size\",t,e,n)}}(t,e,a):function(t,e,a,o){var s=(o||{}).onPathbar,l=e.data.data,c=l.i,u=n.castOption(t,c,(s?\"pathbar.textfont\":\"insidetextfont\")+\".color\");return!u&&t._input.textfont&&(u=n.castOption(t._input,c,\"textfont.color\")),{color:u||i.contrast(l.color),family:r.getInsideTextFontKey(\"family\",t,e,a,o),size:r.getInsideTextFontKey(\"size\",t,e,a,o)}}(t,e,a,o)},r.hasTransition=function(t){return!!(t&&t.duration>0)},r.getMaxDepth=function(t){return t.maxdepth>=0?t.maxdepth:1/0},r.isHeader=function(t,e){return!(r.isLeaf(t)||t.depth===e._maxDepth-1)},r.getParent=function(t,e){return r.findEntryWithLevel(t,s(e))},r.listPath=function(t,e){var n=t.parent;if(!n)return[];var i=e?[n.data[e]]:[n];return r.listPath(n,e).concat(i)},r.getPath=function(t){return r.listPath(t,\"label\").join(\"/\")+\"/\"},r.formatValue=o.formatPieValue,r.formatPercent=function(t,e){var r=n.formatPercent(t,0);return\"0%\"===r&&(r=o.formatPiePercent(t,e)),r}},{\"../../components/color\":643,\"../../lib\":778,\"../../lib/setcursor\":799,\"../pie/helpers\":1166}],1306:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"sunburst\",basePlotModule:t(\"./base_plot\"),categories:[],animatable:!0,attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\").plot,style:t(\"./style\").style,colorbar:t(\"../scatter/marker_colorbar\"),meta:{}}},{\"../scatter/marker_colorbar\":1205,\"./attributes\":1299,\"./base_plot\":1300,\"./calc\":1301,\"./defaults\":1303,\"./layout_attributes\":1307,\"./layout_defaults\":1308,\"./plot\":1309,\"./style\":1310}],1307:[function(t,e,r){\"use strict\";e.exports={sunburstcolorway:{valType:\"colorlist\",editType:\"calc\"},extendsunburstcolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{}],1308:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"sunburstcolorway\",e.colorway),r(\"extendsunburstcolors\")}},{\"../../lib\":778,\"./layout_attributes\":1307}],1309:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"d3-hierarchy\"),a=t(\"../../components/drawing\"),o=t(\"../../lib\"),s=t(\"../../lib/svg_text_utils\"),l=t(\"../bar/uniform_text\"),c=l.recordMinTextSize,u=l.clearMinTextSize,f=t(\"../pie/plot\"),h=t(\"../pie/helpers\").getRotationAngle,p=f.computeTransform,d=f.transformInsideText,g=t(\"./style\").styleOne,m=t(\"../bar/style\").resizeText,v=t(\"./fx\"),y=t(\"./constants\"),x=t(\"./helpers\");function b(t,e,l,u){var f=t._fullLayout,m=!f.uniformtext.mode&&x.hasTransition(u),b=n.select(l).selectAll(\"g.slice\"),w=e[0],T=w.trace,k=w.hierarchy,M=x.findEntryWithLevel(k,T.level),A=x.getMaxDepth(T),S=f._size,E=T.domain,C=S.w*(E.x[1]-E.x[0]),L=S.h*(E.y[1]-E.y[0]),I=.5*Math.min(C,L),P=w.cx=S.l+S.w*(E.x[1]+E.x[0])/2,z=w.cy=S.t+S.h*(1-E.y[0])-L/2;if(!M)return b.remove();var O=null,D={};m&&b.each((function(t){D[x.getPtId(t)]={rpx0:t.rpx0,rpx1:t.rpx1,x0:t.x0,x1:t.x1,transform:t.transform},!O&&x.isEntry(t)&&(O=t)}));var R=function(t){return i.partition().size([2*Math.PI,t.height+1])(t)}(M).descendants(),F=M.height+1,B=0,N=A;w.hasMultipleRoots&&x.isHierarchyRoot(M)&&(R=R.slice(1),F-=1,B=1,N+=1),R=R.filter((function(t){return t.y1<=N}));var j=h(T.rotation);j&&R.forEach((function(t){t.x0+=j,t.x1+=j}));var U=Math.min(F,A),V=function(t){return(t-B)/U*I},q=function(t,e){return[t*Math.cos(e),-t*Math.sin(e)]},H=function(t){return o.pathAnnulus(t.rpx0,t.rpx1,t.x0,t.x1,P,z)},G=function(t){return P+_(t)[0]*(t.transform.rCenter||0)+(t.transform.x||0)},Y=function(t){return z+_(t)[1]*(t.transform.rCenter||0)+(t.transform.y||0)};(b=b.data(R,x.getPtId)).enter().append(\"g\").classed(\"slice\",!0),m?b.exit().transition().each((function(){var t=n.select(this);t.select(\"path.surface\").transition().attrTween(\"d\",(function(t){var e=function(t){var e,r=x.getPtId(t),i=D[r],a=D[x.getPtId(M)];if(a){var o=(t.x1>a.x1?2*Math.PI:0)+j;e=t.rpx1<a.rpx1?{rpx0:0,rpx1:0}:{x0:o,x1:o}}else{var s,l=x.getPtId(t.parent);b.each((function(t){if(x.getPtId(t)===l)return s=t}));var c,u=s.children;u.forEach((function(t,e){if(x.getPtId(t)===r)return c=e}));var f=u.length,h=n.interpolate(s.x0,s.x1);e={rpx0:I,rpx1:I,x0:h(c/f),x1:h((c+1)/f)}}return n.interpolate(i,e)}(t);return function(t){return H(e(t))}})),t.select(\"g.slicetext\").attr(\"opacity\",0)})).remove():b.exit().remove(),b.order();var W=null;if(m&&O){var X=x.getPtId(O);b.each((function(t){null===W&&x.getPtId(t)===X&&(W=t.x1)}))}var Z=b;function J(t){var e=t.parent,r=D[x.getPtId(e)],i={};if(r){var a=e.children,o=a.indexOf(t),s=a.length,l=n.interpolate(r.x0,r.x1);i.x0=l(o/s),i.x1=l(o/s)}else i.x0=i.x1=0;return i}m&&(Z=Z.transition().each(\"end\",(function(){var e=n.select(this);x.setSliceCursor(e,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:!1})}))),Z.each((function(i){var l=n.select(this),u=o.ensureSingle(l,\"path\",\"surface\",(function(t){t.style(\"pointer-events\",\"all\")}));i.rpx0=V(i.y0),i.rpx1=V(i.y1),i.xmid=(i.x0+i.x1)/2,i.pxmid=q(i.rpx1,i.xmid),i.midangle=-(i.xmid-Math.PI/2),i.startangle=-(i.x0-Math.PI/2),i.stopangle=-(i.x1-Math.PI/2),i.halfangle=.5*Math.min(o.angleDelta(i.x0,i.x1)||Math.PI,Math.PI),i.ring=1-i.rpx0/i.rpx1,i.rInscribed=function(t){return 0===t.rpx0&&o.isFullCircle([t.x0,t.x1])?1:Math.max(0,Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2))}(i),m?u.transition().attrTween(\"d\",(function(t){var e=function(t){var e,r=D[x.getPtId(t)],i={x0:t.x0,x1:t.x1,rpx0:t.rpx0,rpx1:t.rpx1};if(r)e=r;else if(O)if(t.parent)if(W){var a=(t.x1>W?2*Math.PI:0)+j;e={x0:a,x1:a}}else e={rpx0:I,rpx1:I},o.extendFlat(e,J(t));else e={rpx0:0,rpx1:0};else e={x0:j,x1:j};return n.interpolate(e,i)}(t);return function(t){return H(e(t))}})):u.attr(\"d\",H),l.call(v,M,t,e,{eventDataKeys:y.eventDataKeys,transitionTime:y.CLICK_TRANSITION_TIME,transitionEasing:y.CLICK_TRANSITION_EASING}).call(x.setSliceCursor,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:t._transitioning}),u.call(g,i,T);var h=o.ensureSingle(l,\"g\",\"slicetext\"),b=o.ensureSingle(h,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),_=o.ensureUniformFontSize(t,x.determineTextFont(T,i,f.font));b.text(r.formatSliceLabel(i,M,T,e,f)).classed(\"slicetext\",!0).attr(\"text-anchor\",\"middle\").call(a.font,_).call(s.convertToTspans,t);var k=a.bBox(b.node());i.transform=d(k,i,w),i.transform.targetX=G(i),i.transform.targetY=Y(i);var A=function(t,e){var r=t.transform;return p(r,e),r.fontSize=_.size,c(T.type,r,f),o.getTextTransform(r)};m?b.transition().attrTween(\"transform\",(function(t){var e=function(t){var e,r=D[x.getPtId(t)],i=t.transform;if(r)e=r;else if(e={rpx1:t.rpx1,transform:{textPosAngle:i.textPosAngle,scale:0,rotate:i.rotate,rCenter:i.rCenter,x:i.x,y:i.y}},O)if(t.parent)if(W){var a=t.x1>W?2*Math.PI:0;e.x0=e.x1=a}else o.extendFlat(e,J(t));else e.x0=e.x1=j;else e.x0=e.x1=j;var s=n.interpolate(e.transform.textPosAngle,t.transform.textPosAngle),l=n.interpolate(e.rpx1,t.rpx1),u=n.interpolate(e.x0,t.x0),h=n.interpolate(e.x1,t.x1),p=n.interpolate(e.transform.scale,i.scale),d=n.interpolate(e.transform.rotate,i.rotate),g=0===i.rCenter?3:0===e.transform.rCenter?1/3:1,m=n.interpolate(e.transform.rCenter,i.rCenter);return function(t){var e=l(t),r=u(t),n=h(t),a=function(t){return m(Math.pow(t,g))}(t),o={pxmid:q(e,(r+n)/2),rpx1:e,transform:{textPosAngle:s(t),rCenter:a,x:i.x,y:i.y}};return c(T.type,i,f),{transform:{targetX:G(o),targetY:Y(o),scale:p(t),rotate:d(t),rCenter:a}}}}(t);return function(t){return A(e(t),k)}})):b.attr(\"transform\",A(i,k))}))}function _(t){return e=t.rpx1,r=t.transform.textPosAngle,[e*Math.sin(r),-e*Math.cos(r)];var e,r}r.plot=function(t,e,r,i){var a,o,s=t._fullLayout,l=s._sunburstlayer,c=!r,f=!s.uniformtext.mode&&x.hasTransition(r);(u(\"sunburst\",s),(a=l.selectAll(\"g.trace.sunburst\").data(e,(function(t){return t[0].trace.uid}))).enter().append(\"g\").classed(\"trace\",!0).classed(\"sunburst\",!0).attr(\"stroke-linejoin\",\"round\"),a.order(),f)?(i&&(o=i()),n.transition().duration(r.duration).ease(r.easing).each(\"end\",(function(){o&&o()})).each(\"interrupt\",(function(){o&&o()})).each((function(){l.selectAll(\"g.trace\").each((function(e){b(t,e,this,r)}))}))):(a.each((function(e){b(t,e,this,r)})),s.uniformtext.mode&&m(t,s._sunburstlayer.selectAll(\".trace\"),\"sunburst\"));c&&a.exit().remove()},r.formatSliceLabel=function(t,e,r,n,i){var a=r.texttemplate,s=r.textinfo;if(!(a||s&&\"none\"!==s))return\"\";var l=i.separators,c=n[0],u=t.data.data,f=c.hierarchy,h=x.isHierarchyRoot(t),p=x.getParent(f,t),d=x.getValue(t);if(!a){var g,m=s.split(\"+\"),v=function(t){return-1!==m.indexOf(t)},y=[];if(v(\"label\")&&u.label&&y.push(u.label),u.hasOwnProperty(\"v\")&&v(\"value\")&&y.push(x.formatValue(u.v,l)),!h){v(\"current path\")&&y.push(x.getPath(t.data));var b=0;v(\"percent parent\")&&b++,v(\"percent entry\")&&b++,v(\"percent root\")&&b++;var _=b>1;if(b){var w,T=function(t){g=x.formatPercent(w,l),_&&(g+=\" of \"+t),y.push(g)};v(\"percent parent\")&&!h&&(w=d/x.getValue(p),T(\"parent\")),v(\"percent entry\")&&(w=d/x.getValue(e),T(\"entry\")),v(\"percent root\")&&(w=d/x.getValue(f),T(\"root\"))}}return v(\"text\")&&(g=o.castOption(r,u.i,\"text\"),o.isValidTextValue(g)&&y.push(g)),y.join(\"<br>\")}var k=o.castOption(r,u.i,\"texttemplate\");if(!k)return\"\";var M={};u.label&&(M.label=u.label),u.hasOwnProperty(\"v\")&&(M.value=u.v,M.valueLabel=x.formatValue(u.v,l)),M.currentPath=x.getPath(t.data),h||(M.percentParent=d/x.getValue(p),M.percentParentLabel=x.formatPercent(M.percentParent,l),M.parent=x.getPtLabel(p)),M.percentEntry=d/x.getValue(e),M.percentEntryLabel=x.formatPercent(M.percentEntry,l),M.entry=x.getPtLabel(e),M.percentRoot=d/x.getValue(f),M.percentRootLabel=x.formatPercent(M.percentRoot,l),M.root=x.getPtLabel(f),u.hasOwnProperty(\"color\")&&(M.color=u.color);var A=o.castOption(r,u.i,\"text\");return(o.isValidTextValue(A)||\"\"===A)&&(M.text=A),M.customdata=o.castOption(r,u.i,\"customdata\"),o.texttemplateString(k,M,i._d3locale,M,r._meta||{})}},{\"../../components/drawing\":665,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../bar/style\":935,\"../bar/uniform_text\":937,\"../pie/helpers\":1166,\"../pie/plot\":1170,\"./constants\":1302,\"./fx\":1304,\"./helpers\":1305,\"./style\":1310,d3:169,\"d3-hierarchy\":161}],1310:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/color\"),a=t(\"../../lib\"),o=t(\"../bar/uniform_text\").resizeText;function s(t,e,r){var n=e.data.data,o=!e.children,s=n.i,l=a.castOption(r,s,\"marker.line.color\")||i.defaultLine,c=a.castOption(r,s,\"marker.line.width\")||0;t.style(\"stroke-width\",c).call(i.fill,n.color).call(i.stroke,l).style(\"opacity\",o?r.leaf.opacity:null)}e.exports={style:function(t){var e=t._fullLayout._sunburstlayer.selectAll(\".trace\");o(t,e,\"sunburst\"),e.each((function(t){var e=n.select(this),r=t[0].trace;e.style(\"opacity\",r.opacity),e.selectAll(\"path.surface\").each((function(t){n.select(this).call(s,t,r)}))}))},styleOne:s}},{\"../../components/color\":643,\"../../lib\":778,\"../bar/uniform_text\":937,d3:169}],1311:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll;function c(t){return{show:{valType:\"boolean\",dflt:!1},start:{valType:\"number\",dflt:null,editType:\"plot\"},end:{valType:\"number\",dflt:null,editType:\"plot\"},size:{valType:\"number\",dflt:null,min:0,editType:\"plot\"},project:{x:{valType:\"boolean\",dflt:!1},y:{valType:\"boolean\",dflt:!1},z:{valType:\"boolean\",dflt:!1}},color:{valType:\"color\",dflt:n.defaultLine},usecolormap:{valType:\"boolean\",dflt:!1},width:{valType:\"number\",min:1,max:16,dflt:2},highlight:{valType:\"boolean\",dflt:!0},highlightcolor:{valType:\"color\",dflt:n.defaultLine},highlightwidth:{valType:\"number\",min:1,max:16,dflt:2}}}var u=e.exports=l(s({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:a(),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},i(\"\",{colorAttr:\"z or surfacecolor\",showScaleDflt:!0,autoColorDflt:!1,editTypeOverride:\"calc\"}),{contours:{x:c(),y:c(),z:c()},hidesurface:{valType:\"boolean\",dflt:!1},lightposition:{x:{valType:\"number\",min:-1e5,max:1e5,dflt:10},y:{valType:\"number\",min:-1e5,max:1e5,dflt:1e4},z:{valType:\"number\",min:-1e5,max:1e5,dflt:0}},lighting:{ambient:{valType:\"number\",min:0,max:1,dflt:.8},diffuse:{valType:\"number\",min:0,max:1,dflt:.8},specular:{valType:\"number\",min:0,max:2,dflt:.05},roughness:{valType:\"number\",min:0,max:1,dflt:.5},fresnel:{valType:\"number\",min:0,max:5,dflt:.2}},opacity:{valType:\"number\",min:0,max:1,dflt:1},opacityscale:{valType:\"any\",editType:\"calc\"},_deprecated:{zauto:s({},i.zauto,{}),zmin:s({},i.zmin,{}),zmax:s({},i.zmax,{})},hoverinfo:s({},o.hoverinfo),showlegend:s({},o.showlegend,{dflt:!1})}),\"calc\",\"nested\");u.x.editType=u.y.editType=u.z.editType=\"calc+clearAxisTypes\",u.transforms=void 0},{\"../../components/color\":643,\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906}],1312:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":651}],1313:[function(t,e,r){\"use strict\";var n=t(\"gl-surface3d\"),i=t(\"ndarray\"),a=t(\"ndarray-linear-interpolate\").d2,o=t(\"../heatmap/interp2d\"),s=t(\"../heatmap/find_empties\"),l=t(\"../../lib\").isArrayOrTypedArray,c=t(\"../../lib/gl_format_color\").parseColorScale,u=t(\"../../lib/str2rgbarray\"),f=t(\"../../components/colorscale\").extractOpts;function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=h.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?i:n.d2l(i,0,r)},p.getZat=function(t,e,r,n){var i=this.data.z[e][t];return null===i&&this.data.connectgaps&&this.data._interpolatedZ&&(i=this.data._interpolatedZ[e][t]),void 0===r?i:n.d2l(i,0,r)},p.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),i=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,i],t.traceCoordinate=[this.getXat(n,i),this.getYat(n,i),this.getZat(n,i)],t.dataCoordinate=[this.getXat(n,i,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,i,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,i,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var a=0;a<3;a++){var o=t.dataCoordinate[a];null!=o&&(t.dataCoordinate[a]*=this.scene.dataScale[a])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&&s[i]&&void 0!==s[i][n]?t.textLabel=s[i][n]:t.textLabel=s||\"\",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var d=[2,3,5,7,11,13,17,19,23,29,31,37,41,43,47,53,59,61,67,71,73,79,83,89,97,101,103,107,109,113,127,131,137,139,149,151,157,163,167,173,179,181,191,193,197,199,211,223,227,229,233,239,241,251,257,263,269,271,277,281,283,293,307,311,313,317,331,337,347,349,353,359,367,373,379,383,389,397,401,409,419,421,431,433,439,443,449,457,461,463,467,479,487,491,499,503,509,521,523,541,547,557,563,569,571,577,587,593,599,601,607,613,617,619,631,641,643,647,653,659,661,673,677,683,691,701,709,719,727,733,739,743,751,757,761,769,773,787,797,809,811,821,823,827,829,839,853,857,859,863,877,881,883,887,907,911,919,929,937,941,947,953,967,971,977,983,991,997,1009,1013,1019,1021,1031,1033,1039,1049,1051,1061,1063,1069,1087,1091,1093,1097,1103,1109,1117,1123,1129,1151,1153,1163,1171,1181,1187,1193,1201,1213,1217,1223,1229,1231,1237,1249,1259,1277,1279,1283,1289,1291,1297,1301,1303,1307,1319,1321,1327,1361,1367,1373,1381,1399,1409,1423,1427,1429,1433,1439,1447,1451,1453,1459,1471,1481,1483,1487,1489,1493,1499,1511,1523,1531,1543,1549,1553,1559,1567,1571,1579,1583,1597,1601,1607,1609,1613,1619,1621,1627,1637,1657,1663,1667,1669,1693,1697,1699,1709,1721,1723,1733,1741,1747,1753,1759,1777,1783,1787,1789,1801,1811,1823,1831,1847,1861,1867,1871,1873,1877,1879,1889,1901,1907,1913,1931,1933,1949,1951,1973,1979,1987,1993,1997,1999,2003,2011,2017,2027,2029,2039,2053,2063,2069,2081,2083,2087,2089,2099,2111,2113,2129,2131,2137,2141,2143,2153,2161,2179,2203,2207,2213,2221,2237,2239,2243,2251,2267,2269,2273,2281,2287,2293,2297,2309,2311,2333,2339,2341,2347,2351,2357,2371,2377,2381,2383,2389,2393,2399,2411,2417,2423,2437,2441,2447,2459,2467,2473,2477,2503,2521,2531,2539,2543,2549,2551,2557,2579,2591,2593,2609,2617,2621,2633,2647,2657,2659,2663,2671,2677,2683,2687,2689,2693,2699,2707,2711,2713,2719,2729,2731,2741,2749,2753,2767,2777,2789,2791,2797,2801,2803,2819,2833,2837,2843,2851,2857,2861,2879,2887,2897,2903,2909,2917,2927,2939,2953,2957,2963,2969,2971,2999];function g(t,e){if(t<e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function m(t){for(var e=[],r=0;r<d.length;r++){var n=d[r];e.push(g(t,n))}return e}function v(t){for(var e=m(t),r=t,n=0;n<d.length;n++)if(e[n]>0){r=d[n];break}return r}function y(t,e){if(!(t<1||e<1)){for(var r=m(t),n=m(e),i=1,a=0;a<d.length;a++)i*=Math.pow(d[a],Math.max(r[a],n[a]));return i}}p.calcXnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getXat(e-1,0),i=this.getXat(e,0);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r},p.calcYnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getYat(0,e-1),i=this.getYat(0,e);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r};var x=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],b=x[9],_=x[13];function w(t,e,r){var n=r[8]+r[2]*e[0]+r[5]*e[1];return t[0]=(r[6]+r[0]*e[0]+r[3]*e[1])/n,t[1]=(r[7]+r[1]*e[0]+r[4]*e[1])/n,t}function T(t,e,r){return function(t,e,r,n){for(var i=[0,0],o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var c=0;c<s;c++)r(i,[l,c],n),t.set(l,c,a(e,i[0],i[1]))}(t,e,w,r),t}function k(t,e){for(var r=!1,n=0;n<t.length;n++)if(e===t[n]){r=!0;break}!1===r&&t.push(e)}p.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r<t.length;r++)e=y(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r<b;)r*=2;for(;r>_;)r--,r/=v(r),++r<b&&(r=_);var n=Math.round(r/t);return n>1?n:1},p.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],a=t[0].shape[1],o=0|Math.floor(t[0].shape[0]*e+1),s=0|Math.floor(t[0].shape[1]*r+1),l=1+n+1,c=1+a+1,u=i(new Float32Array(l*c),[l,c]),f=[1/e,0,0,0,1/r,0,0,0,1],h=0;h<t.length;++h){this.surface.padField(u,t[h]);var p=i(new Float32Array(o*s),[o,s]);T(p,u,f),t[h]=p}},p.setContourLevels=function(){var t,e,r,n=[[],[],[]],i=[!1,!1,!1],a=!1;for(t=0;t<3;++t)if(this.showContour[t]&&(a=!0,this.contourSize[t]>0&&null!==this.contourStart[t]&&null!==this.contourEnd[t]&&this.contourEnd[t]>this.contourStart[t]))for(i[t]=!0,e=this.contourStart[t];e<this.contourEnd[t];e+=this.contourSize[t])r=e*this.scene.dataScale[t],k(n[t],r);if(a){var o=[[],[],[]];for(t=0;t<3;++t)this.showContour[t]&&(o[t]=i[t]?n[t]:this.scene.contourLevels[t]);this.surface.update({levels:o})}},p.update=function(t){var e,r,n,a,l=this.scene,h=l.fullSceneLayout,p=this.surface,d=c(t),g=l.dataScale,m=t.z[0].length,v=t._ylength,y=l.contourLevels;this.data=t;var x=[];for(e=0;e<3;e++)for(x[e]=[],r=0;r<m;r++)x[e][r]=[];for(r=0;r<m;r++)for(n=0;n<v;n++)x[0][r][n]=this.getXat(r,n,t.xcalendar,h.xaxis),x[1][r][n]=this.getYat(r,n,t.ycalendar,h.yaxis),x[2][r][n]=this.getZat(r,n,t.zcalendar,h.zaxis);if(t.connectgaps)for(t._emptypoints=s(x[2]),o(x[2],t._emptypoints),t._interpolatedZ=[],r=0;r<m;r++)for(t._interpolatedZ[r]=[],n=0;n<v;n++)t._interpolatedZ[r][n]=x[2][r][n];for(e=0;e<3;e++)for(r=0;r<m;r++)for(n=0;n<v;n++)null==(a=x[e][r][n])?x[e][r][n]=NaN:a=x[e][r][n]*=g[e];for(e=0;e<3;e++)for(r=0;r<m;r++)for(n=0;n<v;n++)null!=(a=x[e][r][n])&&(this.minValues[e]>a&&(this.minValues[e]=a),this.maxValues[e]<a&&(this.maxValues[e]=a));for(e=0;e<3;e++)this.objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e<3;e++)for(r=0;r<m;r++)for(n=0;n<v;n++)null!=(a=x[e][r][n])&&(x[e][r][n]-=this.objectOffset[e]);var b=[i(new Float32Array(m*v),[m,v]),i(new Float32Array(m*v),[m,v]),i(new Float32Array(m*v),[m,v])];for(e=0;e<3;e++)for(r=0;r<m;r++)for(n=0;n<v;n++)b[e].set(r,n,x[e][r][n]);x=[];var w={colormap:d,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacityscale:t.opacityscale,opacity:t.opacity},T=f(t);if(w.intensityBounds=[T.min,T.max],t.surfacecolor){var k=i(new Float32Array(m*v),[m,v]);for(r=0;r<m;r++)for(n=0;n<v;n++)k.set(r,n,t.surfacecolor[n][r]);b.push(k)}else w.intensityBounds[0]*=g[2],w.intensityBounds[1]*=g[2];(_<b[0].shape[0]||_<b[0].shape[1])&&(this.refineData=!1),!0===this.refineData&&(this.dataScaleX=this.estimateScale(b[0].shape[0],0),this.dataScaleY=this.estimateScale(b[0].shape[1],1),1===this.dataScaleX&&1===this.dataScaleY||this.refineCoords(b)),t.surfacecolor&&(w.intensity=b.pop());var M=[!0,!0,!0],A=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var S=t.contours[A[e]];M[e]=S.highlight,w.showContour[e]=S.show||S.highlight,w.showContour[e]&&(w.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,w.levels[e]=y[e],p.highlightColor[e]=w.contourColor[e]=u(S.color),S.usecolormap?p.highlightTint[e]=w.contourTint[e]=0:p.highlightTint[e]=w.contourTint[e]=1,w.contourWidth[e]=S.width,this.contourStart[e]=S.start,this.contourEnd[e]=S.end,this.contourSize[e]=S.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),S.highlight&&(w.dynamicColor[e]=u(S.highlightcolor),w.dynamicWidth[e]=S.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(d)&&(w.vertexColor=!0),w.objectOffset=this.objectOffset,w.coords=b,p.update(w),p.visible=t.visible,p.enableDynamic=M,p.enableHighlight=M,p.snapToData=!0,\"lighting\"in t&&(p.ambientLight=t.lighting.ambient,p.diffuseLight=t.lighting.diffuse,p.specularLight=t.lighting.specular,p.roughness=t.lighting.roughness,p.fresnel=t.lighting.fresnel),\"lightposition\"in t&&(p.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z])},p.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new h(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{\"../../components/colorscale\":655,\"../../lib\":778,\"../../lib/gl_format_color\":774,\"../../lib/str2rgbarray\":802,\"../heatmap/find_empties\":1071,\"../heatmap/interp2d\":1074,\"gl-surface3d\":351,ndarray:495,\"ndarray-linear-interpolate\":489}],1314:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../../components/colorscale/defaults\"),o=t(\"./attributes\");function s(t,e,r,n){var i=n(\"opacityscale\");\"max\"===i?e.opacityscale=[[0,.1],[1,1]]:\"min\"===i?e.opacityscale=[[0,1],[1,.1]]:\"extremes\"===i?e.opacityscale=function(t,e){for(var r=[],n=0;n<32;n++){var i=n/31,a=e+(1-e)*(1-Math.pow(Math.sin(t*i*Math.PI),2));r.push([i,Math.max(0,Math.min(1,a))])}return r}(1,.1):function(t){var e=0;if(!Array.isArray(t)||t.length<2)return!1;if(!t[0]||!t[t.length-1])return!1;if(0!=+t[0][0]||1!=+t[t.length-1][0])return!1;for(var r=0;r<t.length;r++){var n=t[r];if(2!==n.length||+n[0]<e)return!1;e=+n[0]}return!0}(i)||(e.opacityscale=void 0)}function l(t,e,r){e in t&&!(r in t)&&(t[r]=t[e])}e.exports={supplyDefaults:function(t,e,r,c){var u,f;function h(r,n){return i.coerce(t,e,o,r,n)}var p=h(\"x\"),d=h(\"y\"),g=h(\"z\");if(!g||!g.length||p&&p.length<1||d&&d.length<1)e.visible=!1;else{e._xlength=Array.isArray(p)&&i.isArrayOrTypedArray(p[0])?g.length:g[0].length,e._ylength=g.length,n.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\",\"y\",\"z\"],c),h(\"text\"),h(\"hovertext\"),h(\"hovertemplate\"),[\"lighting.ambient\",\"lighting.diffuse\",\"lighting.specular\",\"lighting.roughness\",\"lighting.fresnel\",\"lightposition.x\",\"lightposition.y\",\"lightposition.z\",\"hidesurface\",\"connectgaps\",\"opacity\"].forEach((function(t){h(t)}));var m=h(\"surfacecolor\"),v=[\"x\",\"y\",\"z\"];for(u=0;u<3;++u){var y=\"contours.\"+v[u],x=h(y+\".show\"),b=h(y+\".highlight\");if(x||b)for(f=0;f<3;++f)h(y+\".project.\"+v[f]);x&&(h(y+\".color\"),h(y+\".width\"),h(y+\".usecolormap\")),b&&(h(y+\".highlightcolor\"),h(y+\".highlightwidth\")),h(y+\".start\"),h(y+\".end\"),h(y+\".size\")}m||(l(t,\"zmin\",\"cmin\"),l(t,\"zmax\",\"cmax\"),l(t,\"zauto\",\"cauto\")),a(t,e,c,h,{prefix:\"\",cLetter:\"c\"}),s(t,e,c,h),e._length=null}},opacityscaleDefaults:s}},{\"../../components/colorscale/defaults\":653,\"../../lib\":778,\"../../registry\":911,\"./attributes\":1311}],1315:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,colorbar:{min:\"cmin\",max:\"cmax\"},calc:t(\"./calc\"),plot:t(\"./convert\"),moduleType:\"trace\",name:\"surface\",basePlotModule:t(\"../../plots/gl3d\"),categories:[\"gl3d\",\"2dMap\",\"showLegend\"],meta:{}}},{\"../../plots/gl3d\":870,\"./attributes\":1311,\"./calc\":1312,\"./convert\":1313,\"./defaults\":1314}],1316:[function(t,e,r){\"use strict\";var n=t(\"../../components/annotations/attributes\"),i=t(\"../../lib/extend\").extendFlat,a=t(\"../../plot_api/edit_types\").overrideAll,o=t(\"../../plots/font_attributes\"),s=t(\"../../plots/domain\").attributes;t(\"../../constants/docs\").FORMAT_LINK;(e.exports=a({domain:s({name:\"table\",trace:!0}),columnwidth:{valType:\"number\",arrayOk:!0,dflt:null},columnorder:{valType:\"data_array\"},header:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[]},prefix:{valType:\"string\",arrayOk:!0,dflt:null},suffix:{valType:\"string\",arrayOk:!0,dflt:null},height:{valType:\"number\",dflt:28},align:i({},n.align,{arrayOk:!0}),line:{width:{valType:\"number\",arrayOk:!0,dflt:1},color:{valType:\"color\",arrayOk:!0,dflt:\"grey\"}},fill:{color:{valType:\"color\",arrayOk:!0,dflt:\"white\"}},font:i({},o({arrayOk:!0}))},cells:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[]},prefix:{valType:\"string\",arrayOk:!0,dflt:null},suffix:{valType:\"string\",arrayOk:!0,dflt:null},height:{valType:\"number\",dflt:20},align:i({},n.align,{arrayOk:!0}),line:{width:{valType:\"number\",arrayOk:!0,dflt:1},color:{valType:\"color\",arrayOk:!0,dflt:\"grey\"}},fill:{color:{valType:\"color\",arrayOk:!0,dflt:\"white\"}},font:i({},o({arrayOk:!0}))}},\"calc\",\"from-root\")).transforms=void 0},{\"../../components/annotations/attributes\":626,\"../../constants/docs\":748,\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../../plots/domain\":855,\"../../plots/font_attributes\":856}],1317:[function(t,e,r){\"use strict\";var n=t(\"../../plots/get_data\").getModuleCalcData,i=t(\"./plot\");r.name=\"table\",r.plot=function(t){var e=n(t.calcdata,\"table\")[0];e.length&&i(t,e)},r.clean=function(t,e,r,n){var i=n._has&&n._has(\"table\"),a=e._has&&e._has(\"table\");i&&!a&&n._paperdiv.selectAll(\".table\").remove()}},{\"../../plots/get_data\":865,\"./plot\":1324}],1318:[function(t,e,r){\"use strict\";var n=t(\"../../lib/gup\").wrap;e.exports=function(){return n({})}},{\"../../lib/gup\":775}],1319:[function(t,e,r){\"use strict\";e.exports={cellPad:8,columnExtentOffset:10,columnTitleOffset:28,emptyHeaderHeight:16,latexCheck:/^\\$.*\\$$/,goldenRatio:1.618,lineBreaker:\"<br>\",maxDimensionCount:60,overdrag:45,releaseTransitionDuration:120,releaseTransitionEase:\"cubic-out\",scrollbarCaptureWidth:18,scrollbarHideDelay:1e3,scrollbarHideDuration:1e3,scrollbarOffset:5,scrollbarWidth:8,transitionDuration:100,transitionEase:\"cubic-out\",uplift:5,wrapSpacer:\" \",wrapSplitCharacter:\" \",cn:{table:\"table\",tableControlView:\"table-control-view\",scrollBackground:\"scroll-background\",yColumn:\"y-column\",columnBlock:\"column-block\",scrollAreaClip:\"scroll-area-clip\",scrollAreaClipRect:\"scroll-area-clip-rect\",columnBoundary:\"column-boundary\",columnBoundaryClippath:\"column-boundary-clippath\",columnBoundaryRect:\"column-boundary-rect\",columnCells:\"column-cells\",columnCell:\"column-cell\",cellRect:\"cell-rect\",cellText:\"cell-text\",cellTextHolder:\"cell-text-holder\",scrollbarKit:\"scrollbar-kit\",scrollbar:\"scrollbar\",scrollbarSlider:\"scrollbar-slider\",scrollbarGlyph:\"scrollbar-glyph\",scrollbarCaptureZone:\"scrollbar-capture-zone\"}}},{}],1320:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),i=t(\"../../lib/extend\").extendFlat,a=t(\"fast-isnumeric\");function o(t){if(Array.isArray(t)){for(var e=0,r=0;r<t.length;r++)e=Math.max(e,o(t[r]));return e}return t}function s(t,e){return t+e}function l(t){var e,r=t.slice(),n=1/0,i=0;for(e=0;e<r.length;e++)Array.isArray(r[e])||(r[e]=[r[e]]),n=Math.min(n,r[e].length),i=Math.max(i,r[e].length);if(n!==i)for(e=0;e<r.length;e++){var a=i-r[e].length;a&&(r[e]=r[e].concat(c(a)))}return r}function c(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=\"\";return e}function u(t){return t.calcdata.columns.reduce((function(e,r){return r.xIndex<t.xIndex?e+r.columnWidth:e}),0)}function f(t,e){return Object.keys(t).map((function(r){return i({},t[r],{auxiliaryBlocks:e})}))}function h(t,e){for(var r,n={},i=0,a=0,o={firstRowIndex:null,lastRowIndex:null,rows:[]},s=0,l=0,c=0;c<t.length;c++)r=t[c],o.rows.push({rowIndex:c,rowHeight:r}),((a+=r)>=e||c===t.length-1)&&(n[i]=o,o.key=l++,o.firstRowIndex=s,o.lastRowIndex=c,o={firstRowIndex:null,lastRowIndex:null,rows:[]},i+=a,s=c+1,a=0);return n}e.exports=function(t,e){var r=l(e.cells.values),p=function(t){return t.slice(e.header.values.length,t.length)},d=l(e.header.values);d.length&&!d[0].length&&(d[0]=[\"\"],d=l(d));var g=d.concat(p(r).map((function(){return c((d[0]||[\"\"]).length)}))),m=e.domain,v=Math.floor(t._fullLayout._size.w*(m.x[1]-m.x[0])),y=Math.floor(t._fullLayout._size.h*(m.y[1]-m.y[0])),x=e.header.values.length?g[0].map((function(){return e.header.height})):[n.emptyHeaderHeight],b=r.length?r[0].map((function(){return e.cells.height})):[],_=x.reduce(s,0),w=h(b,y-_+n.uplift),T=f(h(x,_),[]),k=f(w,T),M={},A=e._fullInput.columnorder.concat(p(r.map((function(t,e){return e})))),S=g.map((function(t,r){var n=Array.isArray(e.columnwidth)?e.columnwidth[Math.min(r,e.columnwidth.length-1)]:e.columnwidth;return a(n)?Number(n):1})),E=S.reduce(s,0);S=S.map((function(t){return t/E*v}));var C=Math.max(o(e.header.line.width),o(e.cells.line.width)),L={key:e.uid+t._context.staticPlot,translateX:m.x[0]*t._fullLayout._size.w,translateY:t._fullLayout._size.h*(1-m.y[1]),size:t._fullLayout._size,width:v,maxLineWidth:C,height:y,columnOrder:A,groupHeight:y,rowBlocks:k,headerRowBlocks:T,scrollY:0,cells:i({},e.cells,{values:r}),headerCells:i({},e.header,{values:g}),gdColumns:g.map((function(t){return t[0]})),gdColumnsOriginalOrder:g.map((function(t){return t[0]})),prevPages:[0,0],scrollbarState:{scrollbarScrollInProgress:!1},columns:g.map((function(t,e){var r=M[t];return M[t]=(r||0)+1,{key:t+\"__\"+M[t],label:t,specIndex:e,xIndex:A[e],xScale:u,x:void 0,calcdata:void 0,columnWidth:S[e]}}))};return L.columns.forEach((function(t){t.calcdata=L,t.x=u(t)})),L}},{\"../../lib/extend\":768,\"./constants\":1319,\"fast-isnumeric\":241}],1321:[function(t,e,r){\"use strict\";var n=t(\"../../lib/extend\").extendFlat;r.splitToPanels=function(t){var e=[0,0],r=n({},t,{key:\"header\",type:\"header\",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!0,values:t.calcdata.headerCells.values[t.specIndex],rowBlocks:t.calcdata.headerRowBlocks,calcdata:n({},t.calcdata,{cells:t.calcdata.headerCells})});return[n({},t,{key:\"cells1\",type:\"cells\",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),n({},t,{key:\"cells2\",type:\"cells\",page:1,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),r]},r.splitToCells=function(t){var e=function(t){var e=t.rowBlocks[t.page],r=e?e.rows[0].rowIndex:0,n=e?r+e.rows.length:0;return[r,n]}(t);return(t.values||[]).slice(e[0],e[1]).map((function(r,n){return{keyWithinBlock:n+(\"string\"==typeof r&&r.match(/[<$&> ]/)?\"_keybuster_\"+Math.random():\"\"),key:e[0]+n,column:t,calcdata:t.calcdata,page:t.page,rowBlocks:t.rowBlocks,value:r}}))}},{\"../../lib/extend\":768}],1322:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./attributes\"),a=t(\"../../plots/domain\").defaults;e.exports=function(t,e,r,o){function s(r,a){return n.coerce(t,e,i,r,a)}a(e,o,s),s(\"columnwidth\"),s(\"header.values\"),s(\"header.format\"),s(\"header.align\"),s(\"header.prefix\"),s(\"header.suffix\"),s(\"header.height\"),s(\"header.line.width\"),s(\"header.line.color\"),s(\"header.fill.color\"),n.coerceFont(s,\"header.font\",n.extendFlat({},o.font)),function(t,e){for(var r=t.columnorder||[],n=t.header.values.length,i=r.slice(0,n),a=i.slice().sort((function(t,e){return t-e})),o=i.map((function(t){return a.indexOf(t)})),s=o.length;s<n;s++)o.push(s);e(\"columnorder\",o)}(e,s),s(\"cells.values\"),s(\"cells.format\"),s(\"cells.align\"),s(\"cells.prefix\"),s(\"cells.suffix\"),s(\"cells.height\"),s(\"cells.line.width\"),s(\"cells.line.color\"),s(\"cells.fill.color\"),n.coerceFont(s,\"cells.font\",n.extendFlat({},o.font)),e._length=null}},{\"../../lib\":778,\"../../plots/domain\":855,\"./attributes\":1316}],1323:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),moduleType:\"trace\",name:\"table\",basePlotModule:t(\"./base_plot\"),categories:[\"noOpacity\"],meta:{}}},{\"./attributes\":1316,\"./base_plot\":1317,\"./calc\":1318,\"./defaults\":1322,\"./plot\":1324}],1324:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),i=t(\"d3\"),a=t(\"../../lib/gup\"),o=t(\"../../components/drawing\"),s=t(\"../../lib/svg_text_utils\"),l=t(\"../../lib\").raiseToTop,c=t(\"../../lib\").strTranslate,u=t(\"../../lib\").cancelTransition,f=t(\"./data_preparation_helper\"),h=t(\"./data_split_helpers\"),p=t(\"../../components/color\");function d(t){return Math.ceil(t.calcdata.maxLineWidth/2)}function g(t,e){return\"clip\"+t._fullLayout._uid+\"_scrollAreaBottomClip_\"+e.key}function m(t,e){return\"clip\"+t._fullLayout._uid+\"_columnBoundaryClippath_\"+e.calcdata.key+\"_\"+e.specIndex}function v(t){return[].concat.apply([],t.map((function(t){return t}))).map((function(t){return t.__data__}))}function y(t,e,r){var o=t.selectAll(\".\"+n.cn.scrollbarKit).data(a.repeat,a.keyFun);o.enter().append(\"g\").classed(n.cn.scrollbarKit,!0).style(\"shape-rendering\",\"geometricPrecision\"),o.each((function(t){var e=t.scrollbarState;e.totalHeight=function(t){var e=t.rowBlocks;return O(e,e.length-1)+(e.length?D(e[e.length-1],1/0):1)}(t),e.scrollableAreaHeight=t.groupHeight-A(t),e.currentlyVisibleHeight=Math.min(e.totalHeight,e.scrollableAreaHeight),e.ratio=e.currentlyVisibleHeight/e.totalHeight,e.barLength=Math.max(e.ratio*e.currentlyVisibleHeight,n.goldenRatio*n.scrollbarWidth),e.barWiggleRoom=e.currentlyVisibleHeight-e.barLength,e.wiggleRoom=Math.max(0,e.totalHeight-e.scrollableAreaHeight),e.topY=0===e.barWiggleRoom?0:t.scrollY/e.wiggleRoom*e.barWiggleRoom,e.bottomY=e.topY+e.barLength,e.dragMultiplier=e.wiggleRoom/e.barWiggleRoom})).attr(\"transform\",(function(t){var e=t.width+n.scrollbarWidth/2+n.scrollbarOffset;return c(e,A(t))}));var s=o.selectAll(\".\"+n.cn.scrollbar).data(a.repeat,a.keyFun);s.enter().append(\"g\").classed(n.cn.scrollbar,!0);var l=s.selectAll(\".\"+n.cn.scrollbarSlider).data(a.repeat,a.keyFun);l.enter().append(\"g\").classed(n.cn.scrollbarSlider,!0),l.attr(\"transform\",(function(t){return c(0,t.scrollbarState.topY||0)}));var u=l.selectAll(\".\"+n.cn.scrollbarGlyph).data(a.repeat,a.keyFun);u.enter().append(\"line\").classed(n.cn.scrollbarGlyph,!0).attr(\"stroke\",\"black\").attr(\"stroke-width\",n.scrollbarWidth).attr(\"stroke-linecap\",\"round\").attr(\"y1\",n.scrollbarWidth/2),u.attr(\"y2\",(function(t){return t.scrollbarState.barLength-n.scrollbarWidth/2})).attr(\"stroke-opacity\",(function(t){return t.columnDragInProgress||!t.scrollbarState.barWiggleRoom||r?0:.4})),u.transition().delay(0).duration(0),u.transition().delay(n.scrollbarHideDelay).duration(n.scrollbarHideDuration).attr(\"stroke-opacity\",0);var f=s.selectAll(\".\"+n.cn.scrollbarCaptureZone).data(a.repeat,a.keyFun);f.enter().append(\"line\").classed(n.cn.scrollbarCaptureZone,!0).attr(\"stroke\",\"white\").attr(\"stroke-opacity\",.01).attr(\"stroke-width\",n.scrollbarCaptureWidth).attr(\"stroke-linecap\",\"butt\").attr(\"y1\",0).on(\"mousedown\",(function(r){var n=i.event.y,a=this.getBoundingClientRect(),o=r.scrollbarState,s=n-a.top,l=i.scale.linear().domain([0,o.scrollableAreaHeight]).range([0,o.totalHeight]).clamp(!0);o.topY<=s&&s<=o.bottomY||E(e,t,null,l(s-o.barLength/2))(r)})).call(i.behavior.drag().origin((function(t){return i.event.stopPropagation(),t.scrollbarState.scrollbarScrollInProgress=!0,t})).on(\"drag\",E(e,t)).on(\"dragend\",(function(){}))),f.attr(\"y2\",(function(t){return t.scrollbarState.scrollableAreaHeight})),e._context.staticPlot&&(u.remove(),f.remove())}function x(t,e,r,s){var l=function(t){var e=t.selectAll(\".\"+n.cn.columnCell).data(h.splitToCells,(function(t){return t.keyWithinBlock}));return e.enter().append(\"g\").classed(n.cn.columnCell,!0),e.exit().remove(),e}(function(t){var e=t.selectAll(\".\"+n.cn.columnCells).data(a.repeat,a.keyFun);return e.enter().append(\"g\").classed(n.cn.columnCells,!0),e.exit().remove(),e}(r));!function(t){t.each((function(t,e){var r=t.calcdata.cells.font,n=t.column.specIndex,i={size:w(r.size,n,e),color:w(r.color,n,e),family:w(r.family,n,e)};t.rowNumber=t.key,t.align=w(t.calcdata.cells.align,n,e),t.cellBorderWidth=w(t.calcdata.cells.line.width,n,e),t.font=i}))}(l),function(t){t.attr(\"width\",(function(t){return t.column.columnWidth})).attr(\"stroke-width\",(function(t){return t.cellBorderWidth})).each((function(t){var e=i.select(this);p.stroke(e,w(t.calcdata.cells.line.color,t.column.specIndex,t.rowNumber)),p.fill(e,w(t.calcdata.cells.fill.color,t.column.specIndex,t.rowNumber))}))}(function(t){var e=t.selectAll(\".\"+n.cn.cellRect).data(a.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"rect\").classed(n.cn.cellRect,!0),e}(l));var c=function(t){var e=t.selectAll(\".\"+n.cn.cellText).data(a.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"text\").classed(n.cn.cellText,!0).style(\"cursor\",(function(){return\"auto\"})).on(\"mousedown\",(function(){i.event.stopPropagation()})),e}(function(t){var e=t.selectAll(\".\"+n.cn.cellTextHolder).data(a.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"g\").classed(n.cn.cellTextHolder,!0).style(\"shape-rendering\",\"geometricPrecision\"),e}(l));!function(t){t.each((function(t){o.font(i.select(this),t.font)}))}(c),b(c,e,s,t),z(l)}function b(t,e,r,a){t.text((function(t){var e=t.column.specIndex,r=t.rowNumber,a=t.value,o=\"string\"==typeof a,s=o&&a.match(/<br>/i),l=!o||s;t.mayHaveMarkup=o&&a.match(/[<&>]/);var c,u=\"string\"==typeof(c=a)&&c.match(n.latexCheck);t.latex=u;var f,h,p=u?\"\":w(t.calcdata.cells.prefix,e,r)||\"\",d=u?\"\":w(t.calcdata.cells.suffix,e,r)||\"\",g=u?null:w(t.calcdata.cells.format,e,r)||null,m=p+(g?i.format(g)(t.value):t.value)+d;if(t.wrappingNeeded=!t.wrapped&&!l&&!u&&(f=_(m)),t.cellHeightMayIncrease=s||u||t.mayHaveMarkup||(void 0===f?_(m):f),t.needsConvertToTspans=t.mayHaveMarkup||t.wrappingNeeded||t.latex,t.wrappingNeeded){var v=(\" \"===n.wrapSplitCharacter?m.replace(/<a href=/gi,\"<a_href=\"):m).split(n.wrapSplitCharacter),y=\" \"===n.wrapSplitCharacter?v.map((function(t){return t.replace(/<a_href=/gi,\"<a href=\")})):v;t.fragments=y.map((function(t){return{text:t,width:null}})),t.fragments.push({fragment:n.wrapSpacer,width:null}),h=y.join(n.lineBreaker)+n.lineBreaker+n.wrapSpacer}else delete t.fragments,h=m;return h})).attr(\"dy\",(function(t){return t.needsConvertToTspans?0:\"0.75em\"})).each((function(t){var o=i.select(this),l=t.wrappingNeeded?L:I;t.needsConvertToTspans?s.convertToTspans(o,a,l(r,this,e,a,t)):i.select(this.parentNode).attr(\"transform\",(function(t){return c(P(t),n.cellPad)})).attr(\"text-anchor\",(function(t){return{left:\"start\",center:\"middle\",right:\"end\"}[t.align]}))}))}function _(t){return-1!==t.indexOf(n.wrapSplitCharacter)}function w(t,e,r){if(Array.isArray(t)){var n=t[Math.min(e,t.length-1)];return Array.isArray(n)?n[Math.min(r,n.length-1)]:n}return t}function T(t,e,r){t.transition().ease(n.releaseTransitionEase).duration(n.releaseTransitionDuration).attr(\"transform\",c(e.x,r))}function k(t){return\"cells\"===t.type}function M(t){return\"header\"===t.type}function A(t){return(t.rowBlocks.length?t.rowBlocks[0].auxiliaryBlocks:[]).reduce((function(t,e){return t+D(e,1/0)}),0)}function S(t,e,r){var n=v(e)[0];if(void 0!==n){var i=n.rowBlocks,a=n.calcdata,o=O(i,i.length),s=n.calcdata.groupHeight-A(n),l=a.scrollY=Math.max(0,Math.min(o-s,a.scrollY)),u=function(t,e,r){for(var n=[],i=0,a=0;a<t.length;a++){for(var o=t[a],s=o.rows,l=0,c=0;c<s.length;c++)l+=s[c].rowHeight;o.allRowsHeight=l;e<i+l&&e+r>i&&n.push(a),i+=l}return n}(i,l,s);1===u.length&&(u[0]===i.length-1?u.unshift(u[0]-1):u.push(u[0]+1)),u[0]%2&&u.reverse(),e.each((function(t,e){t.page=u[e],t.scrollY=l})),e.attr(\"transform\",(function(t){var e=O(t.rowBlocks,t.page)-t.scrollY;return c(0,e)})),t&&(C(t,r,e,u,n.prevPages,n,0),C(t,r,e,u,n.prevPages,n,1),y(r,t))}}function E(t,e,r,a){return function(o){var s=o.calcdata?o.calcdata:o,l=e.filter((function(t){return s.key===t.key})),c=r||s.scrollbarState.dragMultiplier,u=s.scrollY;s.scrollY=void 0===a?s.scrollY+c*i.event.dy:a;var f=l.selectAll(\".\"+n.cn.yColumn).selectAll(\".\"+n.cn.columnBlock).filter(k);return S(t,f,l),s.scrollY===u}}function C(t,e,r,n,i,a,o){n[o]!==i[o]&&(clearTimeout(a.currentRepaint[o]),a.currentRepaint[o]=setTimeout((function(){var a=r.filter((function(t,e){return e===o&&n[e]!==i[e]}));x(t,e,a,r),i[o]=n[o]})))}function L(t,e,r,a){return function(){var o=i.select(e.parentNode);o.each((function(t){var e=t.fragments;o.selectAll(\"tspan.line\").each((function(t,r){e[r].width=this.getComputedTextLength()}));var r,i,a=e[e.length-1].width,s=e.slice(0,-1),l=[],c=0,u=t.column.columnWidth-2*n.cellPad;for(t.value=\"\";s.length;)c+(i=(r=s.shift()).width+a)>u&&(t.value+=l.join(n.wrapSpacer)+n.lineBreaker,l=[],c=0),l.push(r.text),c+=i;c&&(t.value+=l.join(n.wrapSpacer)),t.wrapped=!0})),o.selectAll(\"tspan.line\").remove(),b(o.select(\".\"+n.cn.cellText),r,t,a),i.select(e.parentNode.parentNode).call(z)}}function I(t,e,r,a,o){return function(){if(!o.settledY){var s=i.select(e.parentNode),l=F(o),u=o.key-l.firstRowIndex,f=l.rows[u].rowHeight,h=o.cellHeightMayIncrease?e.parentNode.getBoundingClientRect().height+2*n.cellPad:f,p=Math.max(h,f);p-l.rows[u].rowHeight&&(l.rows[u].rowHeight=p,t.selectAll(\".\"+n.cn.columnCell).call(z),S(null,t.filter(k),0),y(r,a,!0)),s.attr(\"transform\",(function(){var t=this.parentNode.getBoundingClientRect(),e=i.select(this.parentNode).select(\".\"+n.cn.cellRect).node().getBoundingClientRect(),r=this.transform.baseVal.consolidate(),a=e.top-t.top+(r?r.matrix.f:n.cellPad);return c(P(o,i.select(this.parentNode).select(\".\"+n.cn.cellTextHolder).node().getBoundingClientRect().width),a)})),o.settledY=!0}}}function P(t,e){switch(t.align){case\"left\":return n.cellPad;case\"right\":return t.column.columnWidth-(e||0)-n.cellPad;case\"center\":return(t.column.columnWidth-(e||0))/2;default:return n.cellPad}}function z(t){t.attr(\"transform\",(function(t){var e=t.rowBlocks[0].auxiliaryBlocks.reduce((function(t,e){return t+D(e,1/0)}),0),r=D(F(t),t.key);return c(0,r+e)})).selectAll(\".\"+n.cn.cellRect).attr(\"height\",(function(t){return(e=F(t),r=t.key,e.rows[r-e.firstRowIndex]).rowHeight;var e,r}))}function O(t,e){for(var r=0,n=e-1;n>=0;n--)r+=R(t[n]);return r}function D(t,e){for(var r=0,n=0;n<t.rows.length&&t.rows[n].rowIndex<e;n++)r+=t.rows[n].rowHeight;return r}function R(t){var e=t.allRowsHeight;if(void 0!==e)return e;for(var r=0,n=0;n<t.rows.length;n++)r+=t.rows[n].rowHeight;return t.allRowsHeight=r,r}function F(t){return t.rowBlocks[t.page]}e.exports=function(t,e){var r=!t._context.staticPlot,s=t._fullLayout._paper.selectAll(\".\"+n.cn.table).data(e.map((function(e){var r=a.unwrap(e).trace;return f(t,r)})),a.keyFun);s.exit().remove(),s.enter().append(\"g\").classed(n.cn.table,!0).attr(\"overflow\",\"visible\").style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"overflow\",\"visible\").style(\"shape-rendering\",\"crispEdges\").style(\"pointer-events\",\"all\"),s.attr(\"width\",(function(t){return t.width+t.size.l+t.size.r})).attr(\"height\",(function(t){return t.height+t.size.t+t.size.b})).attr(\"transform\",(function(t){return c(t.translateX,t.translateY)}));var p=s.selectAll(\".\"+n.cn.tableControlView).data(a.repeat,a.keyFun),b=p.enter().append(\"g\").classed(n.cn.tableControlView,!0).style(\"box-sizing\",\"content-box\");if(r){var _=\"onwheel\"in document?\"wheel\":\"mousewheel\";b.on(\"mousemove\",(function(e){p.filter((function(t){return e===t})).call(y,t)})).on(_,(function(e){if(!e.scrollbarState.wheeling){e.scrollbarState.wheeling=!0;var r=e.scrollY+i.event.deltaY;E(t,p,null,r)(e)||(i.event.stopPropagation(),i.event.preventDefault()),e.scrollbarState.wheeling=!1}})).call(y,t,!0)}p.attr(\"transform\",(function(t){return c(t.size.l,t.size.t)}));var w=p.selectAll(\".\"+n.cn.scrollBackground).data(a.repeat,a.keyFun);w.enter().append(\"rect\").classed(n.cn.scrollBackground,!0).attr(\"fill\",\"none\"),w.attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})),p.each((function(e){o.setClipUrl(i.select(this),g(t,e),t)}));var A=p.selectAll(\".\"+n.cn.yColumn).data((function(t){return t.columns}),a.keyFun);A.enter().append(\"g\").classed(n.cn.yColumn,!0),A.exit().remove(),A.attr(\"transform\",(function(t){return c(t.x,0)})),r&&A.call(i.behavior.drag().origin((function(e){return T(i.select(this),e,-n.uplift),l(this),e.calcdata.columnDragInProgress=!0,y(p.filter((function(t){return e.calcdata.key===t.key})),t),e})).on(\"drag\",(function(t){var e=i.select(this),r=function(e){return(t===e?i.event.x:e.x)+e.columnWidth/2};t.x=Math.max(-n.overdrag,Math.min(t.calcdata.width+n.overdrag-t.columnWidth,i.event.x)),v(A).filter((function(e){return e.calcdata.key===t.calcdata.key})).sort((function(t,e){return r(t)-r(e)})).forEach((function(e,r){e.xIndex=r,e.x=t===e?e.x:e.xScale(e)})),A.filter((function(e){return t!==e})).transition().ease(n.transitionEase).duration(n.transitionDuration).attr(\"transform\",(function(t){return c(t.x,0)})),e.call(u).attr(\"transform\",c(t.x,-n.uplift))})).on(\"dragend\",(function(e){var r=i.select(this),n=e.calcdata;e.x=e.xScale(e),e.calcdata.columnDragInProgress=!1,T(r,e,0),function(t,e,r){var n=e.gdColumnsOriginalOrder;e.gdColumns.sort((function(t,e){return r[n.indexOf(t)]-r[n.indexOf(e)]})),e.columnorder=r,t.emit(\"plotly_restyle\")}(t,n,n.columns.map((function(t){return t.xIndex})))}))),A.each((function(e){o.setClipUrl(i.select(this),m(t,e),t)}));var C=A.selectAll(\".\"+n.cn.columnBlock).data(h.splitToPanels,a.keyFun);C.enter().append(\"g\").classed(n.cn.columnBlock,!0).attr(\"id\",(function(t){return t.key})),C.style(\"cursor\",(function(t){return t.dragHandle?\"ew-resize\":t.calcdata.scrollbarState.barWiggleRoom?\"ns-resize\":\"default\"}));var L=C.filter(M),I=C.filter(k);r&&I.call(i.behavior.drag().origin((function(t){return i.event.stopPropagation(),t})).on(\"drag\",E(t,p,-1)).on(\"dragend\",(function(){}))),x(t,p,L,C),x(t,p,I,C);var P=p.selectAll(\".\"+n.cn.scrollAreaClip).data(a.repeat,a.keyFun);P.enter().append(\"clipPath\").classed(n.cn.scrollAreaClip,!0).attr(\"id\",(function(e){return g(t,e)}));var z=P.selectAll(\".\"+n.cn.scrollAreaClipRect).data(a.repeat,a.keyFun);z.enter().append(\"rect\").classed(n.cn.scrollAreaClipRect,!0).attr(\"x\",-n.overdrag).attr(\"y\",-n.uplift).attr(\"fill\",\"none\"),z.attr(\"width\",(function(t){return t.width+2*n.overdrag})).attr(\"height\",(function(t){return t.height+n.uplift})),A.selectAll(\".\"+n.cn.columnBoundary).data(a.repeat,a.keyFun).enter().append(\"g\").classed(n.cn.columnBoundary,!0);var O=A.selectAll(\".\"+n.cn.columnBoundaryClippath).data(a.repeat,a.keyFun);O.enter().append(\"clipPath\").classed(n.cn.columnBoundaryClippath,!0),O.attr(\"id\",(function(e){return m(t,e)}));var D=O.selectAll(\".\"+n.cn.columnBoundaryRect).data(a.repeat,a.keyFun);D.enter().append(\"rect\").classed(n.cn.columnBoundaryRect,!0).attr(\"fill\",\"none\"),D.attr(\"width\",(function(t){return t.columnWidth+2*d(t)})).attr(\"height\",(function(t){return t.calcdata.height+2*d(t)+n.uplift})).attr(\"x\",(function(t){return-d(t)})).attr(\"y\",(function(t){return-d(t)})),S(null,I,p)}},{\"../../components/color\":643,\"../../components/drawing\":665,\"../../lib\":778,\"../../lib/gup\":775,\"../../lib/svg_text_utils\":803,\"./constants\":1319,\"./data_preparation_helper\":1320,\"./data_split_helpers\":1321,d3:169}],1325:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,a=t(\"../../components/colorscale/attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../pie/attributes\"),l=t(\"../sunburst/attributes\"),c=t(\"./constants\"),u=t(\"../../lib/extend\").extendFlat;e.exports={labels:l.labels,parents:l.parents,values:l.values,branchvalues:l.branchvalues,count:l.count,level:l.level,maxdepth:l.maxdepth,tiling:{packing:{valType:\"enumerated\",values:[\"squarify\",\"binary\",\"dice\",\"slice\",\"slice-dice\",\"dice-slice\"],dflt:\"squarify\",editType:\"plot\"},squarifyratio:{valType:\"number\",min:1,dflt:1,editType:\"plot\"},flip:{valType:\"flaglist\",flags:[\"x\",\"y\"],dflt:\"\",editType:\"plot\"},pad:{valType:\"number\",min:0,dflt:3,editType:\"plot\"},editType:\"calc\"},marker:u({pad:{t:{valType:\"number\",min:0,editType:\"plot\"},l:{valType:\"number\",min:0,editType:\"plot\"},r:{valType:\"number\",min:0,editType:\"plot\"},b:{valType:\"number\",min:0,editType:\"plot\"},editType:\"calc\"},colors:l.marker.colors,depthfade:{valType:\"enumerated\",values:[!0,!1,\"reversed\"],editType:\"style\"},line:l.marker.line,editType:\"calc\"},a(\"marker\",{colorAttr:\"colors\",anim:!1})),pathbar:{visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},side:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},edgeshape:{valType:\"enumerated\",values:[\">\",\"<\",\"|\",\"/\",\"\\\\\"],dflt:\">\",editType:\"plot\"},thickness:{valType:\"number\",min:12,editType:\"plot\"},textfont:u({},s.textfont,{}),editType:\"calc\"},text:s.text,textinfo:l.textinfo,texttemplate:i({editType:\"plot\"},{keys:c.eventDataKeys.concat([\"label\",\"value\"])}),hovertext:s.hovertext,hoverinfo:l.hoverinfo,hovertemplate:n({},{keys:c.eventDataKeys}),textfont:s.textfont,insidetextfont:s.insidetextfont,outsidetextfont:u({},s.outsidetextfont,{}),textposition:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle left\",\"middle center\",\"middle right\",\"bottom left\",\"bottom center\",\"bottom right\"],dflt:\"top left\",editType:\"plot\"},sort:s.sort,root:l.root,domain:o({name:\"treemap\",trace:!0,editType:\"calc\"})}},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plots/domain\":855,\"../../plots/template_attributes\":906,\"../pie/attributes\":1161,\"../sunburst/attributes\":1299,\"./constants\":1328}],1326:[function(t,e,r){\"use strict\";var n=t(\"../../plots/plots\");r.name=\"treemap\",r.plot=function(t,e,i,a){n.plotBasePlot(r.name,t,e,i,a)},r.clean=function(t,e,i,a){n.cleanBasePlot(r.name,t,e,i,a)}},{\"../../plots/plots\":891}],1327:[function(t,e,r){\"use strict\";var n=t(\"../sunburst/calc\");r.calc=function(t,e){return n.calc(t,e)},r.crossTraceCalc=function(t){return n._runCrossTraceCalc(\"treemap\",t)}},{\"../sunburst/calc\":1301}],1328:[function(t,e,r){\"use strict\";e.exports={CLICK_TRANSITION_TIME:750,CLICK_TRANSITION_EASING:\"poly\",eventDataKeys:[\"currentPath\",\"root\",\"entry\",\"percentRoot\",\"percentEntry\",\"percentParent\"],gapWithPathbar:1}},{}],1329:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./attributes\"),a=t(\"../../components/color\"),o=t(\"../../plots/domain\").defaults,s=t(\"../bar/defaults\").handleText,l=t(\"../bar/constants\").TEXTPAD,c=t(\"../../components/colorscale\"),u=c.hasColorscale,f=c.handleDefaults;e.exports=function(t,e,r,c){function h(r,a){return n.coerce(t,e,i,r,a)}var p=h(\"labels\"),d=h(\"parents\");if(p&&p.length&&d&&d.length){var g=h(\"values\");g&&g.length?h(\"branchvalues\"):h(\"count\"),h(\"level\"),h(\"maxdepth\"),\"squarify\"===h(\"tiling.packing\")&&h(\"tiling.squarifyratio\"),h(\"tiling.flip\"),h(\"tiling.pad\");var m=h(\"text\");h(\"texttemplate\"),e.texttemplate||h(\"textinfo\",Array.isArray(m)?\"text+label\":\"label\"),h(\"hovertext\"),h(\"hovertemplate\");var v=h(\"pathbar.visible\");s(t,e,c,h,\"auto\",{hasPathbar:v,moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),h(\"textposition\");var y=-1!==e.textposition.indexOf(\"bottom\");h(\"marker.line.width\")&&h(\"marker.line.color\",c.paper_bgcolor);var x=h(\"marker.colors\"),b=e._hasColorscale=u(t,\"marker\",\"colors\")||(t.marker||{}).coloraxis;b?f(t,e,c,h,{prefix:\"marker.\",cLetter:\"c\"}):h(\"marker.depthfade\",!(x||[]).length);var _=2*e.textfont.size;h(\"marker.pad.t\",y?_/4:_),h(\"marker.pad.l\",_/4),h(\"marker.pad.r\",_/4),h(\"marker.pad.b\",y?_:_/4),b&&f(t,e,c,h,{prefix:\"marker.\",cLetter:\"c\"}),e._hovered={marker:{line:{width:2,color:a.contrast(c.paper_bgcolor)}}},v&&(h(\"pathbar.thickness\",e.pathbar.textfont.size+2*l),h(\"pathbar.side\"),h(\"pathbar.edgeshape\")),h(\"sort\"),h(\"root.color\"),o(e,c,h),e._length=null}else e.visible=!1}},{\"../../components/color\":643,\"../../components/colorscale\":655,\"../../lib\":778,\"../../plots/domain\":855,\"../bar/constants\":923,\"../bar/defaults\":925,\"./attributes\":1325}],1330:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=t(\"../../components/drawing\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"./partition\"),l=t(\"./style\").styleOne,c=t(\"./constants\"),u=t(\"../sunburst/helpers\"),f=t(\"../sunburst/fx\");e.exports=function(t,e,r,h,p){var d=p.barDifY,g=p.width,m=p.height,v=p.viewX,y=p.viewY,x=p.pathSlice,b=p.toMoveInsideSlice,_=p.strTransform,w=p.hasTransition,T=p.handleSlicesExit,k=p.makeUpdateSliceInterpolator,M=p.makeUpdateTextInterpolator,A={},S=t._fullLayout,E=e[0],C=E.trace,L=E.hierarchy,I=g/C._entryDepth,P=u.listPath(r.data,\"id\"),z=s(L.copy(),[g,m],{packing:\"dice\",pad:{inner:0,top:0,left:0,right:0,bottom:0}}).descendants();(z=z.filter((function(t){var e=P.indexOf(t.data.id);return-1!==e&&(t.x0=I*e,t.x1=I*(e+1),t.y0=d,t.y1=d+m,t.onPathbar=!0,!0)}))).reverse(),(h=h.data(z,u.getPtId)).enter().append(\"g\").classed(\"pathbar\",!0),T(h,!0,A,[g,m],x),h.order();var O=h;w&&(O=O.transition().each(\"end\",(function(){var e=n.select(this);u.setSliceCursor(e,t,{hideOnRoot:!1,hideOnLeaves:!1,isTransitioning:!1})}))),O.each((function(s){s._hoverX=v(s.x1-Math.min(g,m)/2),s._hoverY=y(s.y1-m/2);var h=n.select(this),p=i.ensureSingle(h,\"path\",\"surface\",(function(t){t.style(\"pointer-events\",\"all\")}));w?p.transition().attrTween(\"d\",(function(t){var e=k(t,!0,A,[g,m]);return function(t){return x(e(t))}})):p.attr(\"d\",x),h.call(f,r,t,e,{styleOne:l,eventDataKeys:c.eventDataKeys,transitionTime:c.CLICK_TRANSITION_TIME,transitionEasing:c.CLICK_TRANSITION_EASING}).call(u.setSliceCursor,t,{hideOnRoot:!1,hideOnLeaves:!1,isTransitioning:t._transitioning}),p.call(l,s,C,{hovered:!1}),s._text=(u.getPtLabel(s)||\"\").split(\"<br>\").join(\" \")||\"\";var d=i.ensureSingle(h,\"g\",\"slicetext\"),T=i.ensureSingle(d,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),E=i.ensureUniformFontSize(t,u.determineTextFont(C,s,S.font,{onPathbar:!0}));T.text(s._text||\" \").classed(\"slicetext\",!0).attr(\"text-anchor\",\"start\").call(a.font,E).call(o.convertToTspans,t),s.textBB=a.bBox(T.node()),s.transform=b(s,{fontSize:E.size,onPathbar:!0}),s.transform.fontSize=E.size,w?T.transition().attrTween(\"transform\",(function(t){var e=M(t,!0,A,[g,m]);return function(t){return _(e(t))}})):T.attr(\"transform\",_(s))}))}},{\"../../components/drawing\":665,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../sunburst/fx\":1304,\"../sunburst/helpers\":1305,\"./constants\":1328,\"./partition\":1335,\"./style\":1337,d3:169}],1331:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=t(\"../../components/drawing\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"./partition\"),l=t(\"./style\").styleOne,c=t(\"./constants\"),u=t(\"../sunburst/helpers\"),f=t(\"../sunburst/fx\"),h=t(\"../sunburst/plot\").formatSliceLabel;e.exports=function(t,e,r,p,d){var g=d.width,m=d.height,v=d.viewX,y=d.viewY,x=d.pathSlice,b=d.toMoveInsideSlice,_=d.strTransform,w=d.hasTransition,T=d.handleSlicesExit,k=d.makeUpdateSliceInterpolator,M=d.makeUpdateTextInterpolator,A=d.prevEntry,S=t._fullLayout,E=e[0].trace,C=-1!==E.textposition.indexOf(\"left\"),L=-1!==E.textposition.indexOf(\"right\"),I=-1!==E.textposition.indexOf(\"bottom\"),P=!I&&!E.marker.pad.t||I&&!E.marker.pad.b,z=s(r,[g,m],{packing:E.tiling.packing,squarifyratio:E.tiling.squarifyratio,flipX:E.tiling.flip.indexOf(\"x\")>-1,flipY:E.tiling.flip.indexOf(\"y\")>-1,pad:{inner:E.tiling.pad,top:E.marker.pad.t,left:E.marker.pad.l,right:E.marker.pad.r,bottom:E.marker.pad.b}}).descendants(),O=1/0,D=-1/0;z.forEach((function(t){var e=t.depth;e>=E._maxDepth?(t.x0=t.x1=(t.x0+t.x1)/2,t.y0=t.y1=(t.y0+t.y1)/2):(O=Math.min(O,e),D=Math.max(D,e))})),p=p.data(z,u.getPtId),E._maxVisibleLayers=isFinite(D)?D-O+1:0,p.enter().append(\"g\").classed(\"slice\",!0),T(p,!1,{},[g,m],x),p.order();var R=null;if(w&&A){var F=u.getPtId(A);p.each((function(t){null===R&&u.getPtId(t)===F&&(R={x0:t.x0,x1:t.x1,y0:t.y0,y1:t.y1})}))}var B=function(){return R||{x0:0,x1:g,y0:0,y1:m}},N=p;return w&&(N=N.transition().each(\"end\",(function(){var e=n.select(this);u.setSliceCursor(e,t,{hideOnRoot:!0,hideOnLeaves:!1,isTransitioning:!1})}))),N.each((function(s){var p=u.isHeader(s,E);s._hoverX=v(s.x1-E.marker.pad.r),s._hoverY=y(I?s.y1-E.marker.pad.b/2:s.y0+E.marker.pad.t/2);var d=n.select(this),T=i.ensureSingle(d,\"path\",\"surface\",(function(t){t.style(\"pointer-events\",\"all\")}));w?T.transition().attrTween(\"d\",(function(t){var e=k(t,!1,B(),[g,m]);return function(t){return x(e(t))}})):T.attr(\"d\",x),d.call(f,r,t,e,{styleOne:l,eventDataKeys:c.eventDataKeys,transitionTime:c.CLICK_TRANSITION_TIME,transitionEasing:c.CLICK_TRANSITION_EASING}).call(u.setSliceCursor,t,{isTransitioning:t._transitioning}),T.call(l,s,E,{hovered:!1}),s.x0===s.x1||s.y0===s.y1?s._text=\"\":s._text=p?P?\"\":u.getPtLabel(s)||\"\":h(s,r,E,e,S)||\"\";var A=i.ensureSingle(d,\"g\",\"slicetext\"),z=i.ensureSingle(A,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),O=i.ensureUniformFontSize(t,u.determineTextFont(E,s,S.font));z.text(s._text||\" \").classed(\"slicetext\",!0).attr(\"text-anchor\",L?\"end\":C||p?\"start\":\"middle\").call(a.font,O).call(o.convertToTspans,t),s.textBB=a.bBox(z.node()),s.transform=b(s,{fontSize:O.size,isHeader:p}),s.transform.fontSize=O.size,w?z.transition().attrTween(\"transform\",(function(t){var e=M(t,!1,B(),[g,m]);return function(t){return _(e(t))}})):z.attr(\"transform\",_(s))})),R}},{\"../../components/drawing\":665,\"../../lib\":778,\"../../lib/svg_text_utils\":803,\"../sunburst/fx\":1304,\"../sunburst/helpers\":1305,\"../sunburst/plot\":1309,\"./constants\":1328,\"./partition\":1335,\"./style\":1337,d3:169}],1332:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"treemap\",basePlotModule:t(\"./base_plot\"),categories:[],animatable:!0,attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\"),style:t(\"./style\").style,colorbar:t(\"../scatter/marker_colorbar\"),meta:{}}},{\"../scatter/marker_colorbar\":1205,\"./attributes\":1325,\"./base_plot\":1326,\"./calc\":1327,\"./defaults\":1329,\"./layout_attributes\":1333,\"./layout_defaults\":1334,\"./plot\":1336,\"./style\":1337}],1333:[function(t,e,r){\"use strict\";e.exports={treemapcolorway:{valType:\"colorlist\",editType:\"calc\"},extendtreemapcolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{}],1334:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"treemapcolorway\",e.colorway),r(\"extendtreemapcolors\")}},{\"../../lib\":778,\"./layout_attributes\":1333}],1335:[function(t,e,r){\"use strict\";var n=t(\"d3-hierarchy\");e.exports=function(t,e,r){var i,a=r.flipX,o=r.flipY,s=\"dice-slice\"===r.packing,l=r.pad[o?\"bottom\":\"top\"],c=r.pad[a?\"right\":\"left\"],u=r.pad[a?\"left\":\"right\"],f=r.pad[o?\"top\":\"bottom\"];s&&(i=c,c=l,l=i,i=u,u=f,f=i);var h=n.treemap().tile(function(t,e){switch(t){case\"squarify\":return n.treemapSquarify.ratio(e);case\"binary\":return n.treemapBinary;case\"dice\":return n.treemapDice;case\"slice\":return n.treemapSlice;default:return n.treemapSliceDice}}(r.packing,r.squarifyratio)).paddingInner(r.pad.inner).paddingLeft(c).paddingRight(u).paddingTop(l).paddingBottom(f).size(s?[e[1],e[0]]:e)(t);return(s||a||o)&&function t(e,r,n){var i;n.swapXY&&(i=e.x0,e.x0=e.y0,e.y0=i,i=e.x1,e.x1=e.y1,e.y1=i);n.flipX&&(i=e.x0,e.x0=r[0]-e.x1,e.x1=r[0]-i);n.flipY&&(i=e.y0,e.y0=r[1]-e.y1,e.y1=r[1]-i);var a=e.children;if(a)for(var o=0;o<a.length;o++)t(a[o],r,n)}(h,e,{swapXY:s,flipX:a,flipY:o}),h}},{\"d3-hierarchy\":161}],1336:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../sunburst/helpers\"),a=t(\"../../lib\"),o=t(\"../bar/constants\").TEXTPAD,s=t(\"../bar/plot\").toMoveInsideBar,l=t(\"../bar/uniform_text\"),c=l.recordMinTextSize,u=l.clearMinTextSize,f=t(\"../bar/style\").resizeText,h=t(\"./constants\"),p=t(\"./draw_descendants\"),d=t(\"./draw_ancestors\");function g(t){return i.isHierarchyRoot(t)?\"\":i.getPtId(t)}function m(t,e,r,l){var u=t._fullLayout,f=e[0],m=f.trace,v=f.hierarchy,y=i.findEntryWithLevel(v,m.level),x=n.select(r),b=x.selectAll(\"g.pathbar\"),_=x.selectAll(\"g.slice\");if(!y)return b.remove(),void _.remove();var w=i.isHierarchyRoot(y),T=!u.uniformtext.mode&&i.hasTransition(l),k=i.getMaxDepth(m),M=u._size,A=m.domain,S=M.w*(A.x[1]-A.x[0]),E=M.h*(A.y[1]-A.y[0]),C=S,L=m.pathbar.thickness,I=m.marker.line.width+h.gapWithPathbar,P=m.pathbar.visible?m.pathbar.side.indexOf(\"bottom\")>-1?E+I:-(L+I):0,z={x0:C,x1:C,y0:P,y1:P+L},O=function(t,e,r){var n=m.tiling.pad,i=function(t){return t-n<=e.x0},a=function(t){return t+n>=e.x1},o=function(t){return t-n<=e.y0},s=function(t){return t+n>=e.y1};return{x0:i(t.x0-n)?0:a(t.x0-n)?r[0]:t.x0,x1:i(t.x1+n)?0:a(t.x1+n)?r[0]:t.x1,y0:o(t.y0-n)?0:s(t.y0-n)?r[1]:t.y0,y1:o(t.y1+n)?0:s(t.y1+n)?r[1]:t.y1}},D=null,R={},F={},B=null,N=function(t,e){return e?R[g(t)]:F[g(t)]},j=function(t,e,r,n){if(e)return R[g(v)]||z;var i=F[m.level]||r;return function(t){return t.data.depth-y.data.depth<k}(t)?O(t,i,n):{}};f.hasMultipleRoots&&w&&k++,m._maxDepth=k,m._backgroundColor=u.paper_bgcolor,m._entryDepth=y.data.depth,m._atRootLevel=w;var U=-S/2+M.l+M.w*(A.x[1]+A.x[0])/2,V=-E/2+M.t+M.h*(1-(A.y[1]+A.y[0])/2),q=function(t){return U+t},H=function(t){return V+t},G=H(0),Y=q(0),W=function(t){return Y+t},X=function(t){return G+t};function Z(t,e){return t+\",\"+e}var J=W(0),K=function(t){t.x=Math.max(J,t.x)},Q=m.pathbar.edgeshape,$=function(t,e){var r=t.x0,n=t.x1,i=t.y0,a=t.y1,l=t.textBB,f=function(t){return-1!==m.textposition.indexOf(t)},h=f(\"bottom\"),p=f(\"top\")||e.isHeader&&!h?\"start\":h?\"end\":\"middle\",d=f(\"right\"),g=f(\"left\")||e.onPathbar?-1:d?1:0,v=m.marker.pad;if(e.isHeader){if((r+=v.l-o)>=(n-=v.r-o)){var y=(r+n)/2;r=y,n=y}var x;h?i<(x=a-v.b)&&x<a&&(i=x):i<(x=i+v.t)&&x<a&&(a=x)}var b=s(r,n,i,a,l,{isHorizontal:!1,constrained:!0,angle:0,anchor:p,leftToRight:g});return b.fontSize=e.fontSize,b.targetX=q(b.targetX),b.targetY=H(b.targetY),isNaN(b.targetX)||isNaN(b.targetY)?{}:(r!==n&&i!==a&&c(m.type,b,u),{scale:b.scale,rotate:b.rotate,textX:b.textX,textY:b.textY,anchorX:b.anchorX,anchorY:b.anchorY,targetX:b.targetX,targetY:b.targetY})},tt=function(t,e){for(var r,n=0,i=t;!r&&n<k;)n++,(i=i.parent)?r=N(i,e):n=k;return r||{}},et=function(t,e,r,i){var o,s=N(t,e);if(s)o=s;else if(e)o=z;else if(D)if(t.parent){var l=B||r;l&&!e?o=O(t,l,i):(o={},a.extendFlat(o,tt(t,e)))}else o=t;else o={};return n.interpolate(o,{x0:t.x0,x1:t.x1,y0:t.y0,y1:t.y1})},rt=function(t,e,r,o){var s=N(t,e),l={},f=j(t,e,r,o);a.extendFlat(l,{transform:$({x0:f.x0,x1:f.x1,y0:f.y0,y1:f.y1,textBB:t.textBB,_text:t._text},{isHeader:i.isHeader(t,m)})}),s?l=s:t.parent&&a.extendFlat(l,tt(t,e));var h=t.transform;return t.x0!==t.x1&&t.y0!==t.y1&&c(m.type,h,u),n.interpolate(l,{transform:{scale:h.scale,rotate:h.rotate,textX:h.textX,textY:h.textY,anchorX:h.anchorX,anchorY:h.anchorY,targetX:h.targetX,targetY:h.targetY}})},nt=function(t,e,r,i,a){var o=i[0],s=i[1];T?t.exit().transition().each((function(){var t=n.select(this);t.select(\"path.surface\").transition().attrTween(\"d\",(function(t){var r=function(t,e,r,i){var a,o=N(t,e);if(e)a=z;else{var s=N(y,e);a=s?O(t,s,i):{}}return n.interpolate(o,a)}(t,e,0,[o,s]);return function(t){return a(r(t))}})),t.select(\"g.slicetext\").attr(\"opacity\",0)})).remove():t.exit().remove()},it=function(t){var e=t.transform;return t.x0!==t.x1&&t.y0!==t.y1&&c(m.type,e,u),a.getTextTransform({textX:e.textX,textY:e.textY,anchorX:e.anchorX,anchorY:e.anchorY,targetX:e.targetX,targetY:e.targetY,scale:e.scale,rotate:e.rotate})};T&&(b.each((function(t){R[g(t)]={x0:t.x0,x1:t.x1,y0:t.y0,y1:t.y1},t.transform&&(R[g(t)].transform={textX:t.transform.textX,textY:t.transform.textY,anchorX:t.transform.anchorX,anchorY:t.transform.anchorY,targetX:t.transform.targetX,targetY:t.transform.targetY,scale:t.transform.scale,rotate:t.transform.rotate})})),_.each((function(t){F[g(t)]={x0:t.x0,x1:t.x1,y0:t.y0,y1:t.y1},t.transform&&(F[g(t)].transform={textX:t.transform.textX,textY:t.transform.textY,anchorX:t.transform.anchorX,anchorY:t.transform.anchorY,targetX:t.transform.targetX,targetY:t.transform.targetY,scale:t.transform.scale,rotate:t.transform.rotate}),!D&&i.isEntry(t)&&(D=t)}))),B=p(t,e,y,_,{width:S,height:E,viewX:q,viewY:H,pathSlice:function(t){var e=q(t.x0),r=q(t.x1),n=H(t.y0),i=H(t.y1),a=r-e,o=i-n;if(!a||!o)return\"\";return\"M\"+Z(e,n+0)+\"L\"+Z(r-0,n)+\"L\"+Z(r,i-0)+\"L\"+Z(e+0,i)+\"Z\"},toMoveInsideSlice:$,prevEntry:D,makeUpdateSliceInterpolator:et,makeUpdateTextInterpolator:rt,handleSlicesExit:nt,hasTransition:T,strTransform:it}),m.pathbar.visible?d(t,e,y,b,{barDifY:P,width:C,height:L,viewX:W,viewY:X,pathSlice:function(t){var e=W(Math.max(Math.min(t.x0,t.x0),0)),r=W(Math.min(Math.max(t.x1,t.x1),C)),n=X(t.y0),i=X(t.y1),a=L/2,o={},s={};o.x=e,s.x=r,o.y=s.y=(n+i)/2;var l={x:e,y:n},c={x:r,y:n},u={x:r,y:i},f={x:e,y:i};return\">\"===Q?(l.x-=a,c.x-=a,u.x-=a,f.x-=a):\"/\"===Q?(u.x-=a,f.x-=a,o.x-=a/2,s.x-=a/2):\"\\\\\"===Q?(l.x-=a,c.x-=a,o.x-=a/2,s.x-=a/2):\"<\"===Q&&(o.x-=a,s.x-=a),K(l),K(f),K(o),K(c),K(u),K(s),\"M\"+Z(l.x,l.y)+\"L\"+Z(c.x,c.y)+\"L\"+Z(s.x,s.y)+\"L\"+Z(u.x,u.y)+\"L\"+Z(f.x,f.y)+\"L\"+Z(o.x,o.y)+\"Z\"},toMoveInsideSlice:$,makeUpdateSliceInterpolator:et,makeUpdateTextInterpolator:rt,handleSlicesExit:nt,hasTransition:T,strTransform:it}):b.remove()}e.exports=function(t,e,r,a){var o,s,l=t._fullLayout,c=l._treemaplayer,h=!r;(u(\"treemap\",l),(o=c.selectAll(\"g.trace.treemap\").data(e,(function(t){return t[0].trace.uid}))).enter().append(\"g\").classed(\"trace\",!0).classed(\"treemap\",!0),o.order(),!l.uniformtext.mode&&i.hasTransition(r))?(a&&(s=a()),n.transition().duration(r.duration).ease(r.easing).each(\"end\",(function(){s&&s()})).each(\"interrupt\",(function(){s&&s()})).each((function(){c.selectAll(\"g.trace\").each((function(e){m(t,e,this,r)}))}))):(o.each((function(e){m(t,e,this,r)})),l.uniformtext.mode&&f(t,l._treemaplayer.selectAll(\".trace\"),\"treemap\"));h&&o.exit().remove()}},{\"../../lib\":778,\"../bar/constants\":923,\"../bar/plot\":932,\"../bar/style\":935,\"../bar/uniform_text\":937,\"../sunburst/helpers\":1305,\"./constants\":1328,\"./draw_ancestors\":1330,\"./draw_descendants\":1331,d3:169}],1337:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/color\"),a=t(\"../../lib\"),o=t(\"../sunburst/helpers\"),s=t(\"../bar/uniform_text\").resizeText;function l(t,e,r,n){var s,l,c=(n||{}).hovered,u=e.data.data,f=u.i,h=u.color,p=o.isHierarchyRoot(e),d=1;if(c)s=r._hovered.marker.line.color,l=r._hovered.marker.line.width;else if(p&&h===r.root.color)d=100,s=\"rgba(0,0,0,0)\",l=0;else if(s=a.castOption(r,f,\"marker.line.color\")||i.defaultLine,l=a.castOption(r,f,\"marker.line.width\")||0,!r._hasColorscale&&!e.onPathbar){var g=r.marker.depthfade;if(g){var m,v=i.combine(i.addOpacity(r._backgroundColor,.75),h);if(!0===g){var y=o.getMaxDepth(r);m=isFinite(y)?o.isLeaf(e)?0:r._maxVisibleLayers-(e.data.depth-r._entryDepth):e.data.height+1}else m=e.data.depth-r._entryDepth,r._atRootLevel||m++;if(m>0)for(var x=0;x<m;x++){var b=.5*x/m;h=i.combine(i.addOpacity(v,b),h)}}}t.style(\"stroke-width\",l).call(i.fill,h).call(i.stroke,s).style(\"opacity\",d)}e.exports={style:function(t){var e=t._fullLayout._treemaplayer.selectAll(\".trace\");s(t,e,\"treemap\"),e.each((function(t){var e=n.select(this),r=t[0].trace;e.style(\"opacity\",r.opacity),e.selectAll(\"path.surface\").each((function(t){n.select(this).call(l,t,r,{hovered:!1})}))}))},styleOne:l}},{\"../../components/color\":643,\"../../lib\":778,\"../bar/uniform_text\":937,\"../sunburst/helpers\":1305,d3:169}],1338:[function(t,e,r){\"use strict\";var n=t(\"../box/attributes\"),i=t(\"../../lib/extend\").extendFlat;e.exports={y:n.y,x:n.x,x0:n.x0,y0:n.y0,name:i({},n.name,{}),orientation:i({},n.orientation,{}),bandwidth:{valType:\"number\",min:0,editType:\"calc\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},scalemode:{valType:\"enumerated\",values:[\"width\",\"count\"],dflt:\"width\",editType:\"calc\"},spanmode:{valType:\"enumerated\",values:[\"soft\",\"hard\",\"manual\"],dflt:\"soft\",editType:\"calc\"},span:{valType:\"info_array\",items:[{valType:\"any\",editType:\"calc\"},{valType:\"any\",editType:\"calc\"}],editType:\"calc\"},line:{color:{valType:\"color\",editType:\"style\"},width:{valType:\"number\",min:0,dflt:2,editType:\"style\"},editType:\"plot\"},fillcolor:n.fillcolor,points:i({},n.boxpoints,{}),jitter:i({},n.jitter,{}),pointpos:i({},n.pointpos,{}),width:i({},n.width,{}),marker:n.marker,text:n.text,hovertext:n.hovertext,hovertemplate:n.hovertemplate,box:{visible:{valType:\"boolean\",dflt:!1,editType:\"plot\"},width:{valType:\"number\",min:0,max:1,dflt:.25,editType:\"plot\"},fillcolor:{valType:\"color\",editType:\"style\"},line:{color:{valType:\"color\",editType:\"style\"},width:{valType:\"number\",min:0,editType:\"style\"},editType:\"style\"},editType:\"plot\"},meanline:{visible:{valType:\"boolean\",dflt:!1,editType:\"plot\"},color:{valType:\"color\",editType:\"style\"},width:{valType:\"number\",min:0,editType:\"style\"},editType:\"plot\"},side:{valType:\"enumerated\",values:[\"both\",\"positive\",\"negative\"],dflt:\"both\",editType:\"calc\"},offsetgroup:n.offsetgroup,alignmentgroup:n.alignmentgroup,selected:n.selected,unselected:n.unselected,hoveron:{valType:\"flaglist\",flags:[\"violins\",\"points\",\"kde\"],dflt:\"violins+points+kde\",extras:[\"all\"],editType:\"style\"}}},{\"../../lib/extend\":768,\"../box/attributes\":946}],1339:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../box/calc\"),o=t(\"./helpers\"),s=t(\"../../constants/numerical\").BADNUM;function l(t,e,r){var i=e.max-e.min;if(!i)return t.bandwidth?t.bandwidth:0;if(t.bandwidth)return Math.max(t.bandwidth,i/1e4);var a=r.length,o=n.stdev(r,a-1,e.mean);return Math.max(function(t,e,r){return 1.059*Math.min(e,r/1.349)*Math.pow(t,-.2)}(a,o,e.q3-e.q1),i/100)}function c(t,e,r,n){var a,o=t.spanmode,l=t.span||[],c=[e.min,e.max],u=[e.min-2*n,e.max+2*n];function f(n){var i=l[n],a=\"multicategory\"===r.type?r.r2c(i):r.d2c(i,0,t[e.valLetter+\"calendar\"]);return a===s?u[n]:a}var h={type:\"linear\",range:a=\"soft\"===o?u:\"hard\"===o?c:[f(0),f(1)]};return i.setConvert(h),h.cleanRange(),a}e.exports=function(t,e){var r=a(t,e);if(r[0].t.empty)return r;for(var s=t._fullLayout,u=i.getFromId(t,e[\"h\"===e.orientation?\"xaxis\":\"yaxis\"]),f=1/0,h=-1/0,p=0,d=0,g=0;g<r.length;g++){var m=r[g],v=m.pts.map(o.extractVal),y=m.bandwidth=l(e,m,v),x=m.span=c(e,m,u,y);if(m.min===m.max&&0===y)x=m.span=[m.min,m.max],m.density=[{v:1,t:x[0]}],m.bandwidth=y,p=Math.max(p,1);else{var b=x[1]-x[0],_=Math.ceil(b/(y/3)),w=b/_;if(!isFinite(w)||!isFinite(_))return n.error(\"Something went wrong with computing the violin span\"),r[0].t.empty=!0,r;var T=o.makeKDE(m,e,v);m.density=new Array(_);for(var k=0,M=x[0];M<x[1]+w/2;k++,M+=w){var A=T(M);m.density[k]={v:A,t:M},p=Math.max(p,A)}}d=Math.max(d,v.length),f=Math.min(f,x[0]),h=Math.max(h,x[1])}var S=i.findExtremes(u,[f,h],{padded:!0});if(e._extremes[u._id]=S,e.width)r[0].t.maxKDE=p;else{var E=s._violinScaleGroupStats,C=e.scalegroup,L=E[C];L?(L.maxKDE=Math.max(L.maxKDE,p),L.maxCount=Math.max(L.maxCount,d)):E[C]={maxKDE:p,maxCount:d}}return r[0].t.labels.kde=n._(t,\"kde:\"),r}},{\"../../constants/numerical\":753,\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"../box/calc\":947,\"./helpers\":1342}],1340:[function(t,e,r){\"use strict\";var n=t(\"../box/cross_trace_calc\").setPositionOffset,i=[\"v\",\"h\"];e.exports=function(t,e){for(var r=t.calcdata,a=e.xaxis,o=e.yaxis,s=0;s<i.length;s++){for(var l=i[s],c=\"h\"===l?o:a,u=[],f=0;f<r.length;f++){var h=r[f],p=h[0].t,d=h[0].trace;!0!==d.visible||\"violin\"!==d.type||p.empty||d.orientation!==l||d.xaxis!==a._id||d.yaxis!==o._id||u.push(f)}n(\"violin\",t,u,c)}}},{\"../box/cross_trace_calc\":948}],1341:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\"),a=t(\"../box/defaults\"),o=t(\"./attributes\");e.exports=function(t,e,r,s){function l(r,i){return n.coerce(t,e,o,r,i)}function c(r,i){return n.coerce2(t,e,o,r,i)}if(a.handleSampleDefaults(t,e,l,s),!1!==e.visible){l(\"bandwidth\"),l(\"side\"),l(\"width\")||(l(\"scalegroup\",e.name),l(\"scalemode\"));var u,f=l(\"span\");Array.isArray(f)&&(u=\"manual\"),l(\"spanmode\",u);var h=l(\"line.color\",(t.marker||{}).color||r),p=l(\"line.width\"),d=l(\"fillcolor\",i.addOpacity(e.line.color,.5));a.handlePointsDefaults(t,e,l,{prefix:\"\"});var g=c(\"box.width\"),m=c(\"box.fillcolor\",d),v=c(\"box.line.color\",h),y=c(\"box.line.width\",p);l(\"box.visible\",Boolean(g||m||v||y))||(e.box={visible:!1});var x=c(\"meanline.color\",h),b=c(\"meanline.width\",p);l(\"meanline.visible\",Boolean(x||b))||(e.meanline={visible:!1})}}},{\"../../components/color\":643,\"../../lib\":778,\"../box/defaults\":949,\"./attributes\":1338}],1342:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=function(t){return 1/Math.sqrt(2*Math.PI)*Math.exp(-.5*t*t)};r.makeKDE=function(t,e,r){var n=r.length,a=i,o=t.bandwidth,s=1/(n*o);return function(t){for(var e=0,i=0;i<n;i++)e+=a((t-r[i])/o);return s*e}},r.getPositionOnKdePath=function(t,e,r){var i,a;\"h\"===e.orientation?(i=\"y\",a=\"x\"):(i=\"x\",a=\"y\");var o=n.findPointOnPath(t.path,r,a,{pathLength:t.pathLength}),s=t.posCenterPx,l=o[i];return[l,\"both\"===e.side?2*s-l:s]},r.getKdeValue=function(t,e,n){var i=t.pts.map(r.extractVal);return r.makeKDE(t,e,i)(n)/t.posDensityScale},r.extractVal=function(t){return t.v}},{\"../../lib\":778}],1343:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../box/hover\"),o=t(\"./helpers\");e.exports=function(t,e,r,s,l){var c,u,f=t.cd,h=f[0].trace,p=h.hoveron,d=-1!==p.indexOf(\"violins\"),g=-1!==p.indexOf(\"kde\"),m=[];if(d||g){var v=a.hoverOnBoxes(t,e,r,s);if(g&&v.length>0){var y,x,b,_,w,T=t.xa,k=t.ya;\"h\"===h.orientation?(w=e,y=\"y\",b=k,x=\"x\",_=T):(w=r,y=\"x\",b=T,x=\"y\",_=k);var M=f[t.index];if(w>=M.span[0]&&w<=M.span[1]){var A=n.extendFlat({},t),S=_.c2p(w,!0),E=o.getKdeValue(M,h,w),C=o.getPositionOnKdePath(M,h,S),L=b._offset,I=b._length;A[y+\"0\"]=C[0],A[y+\"1\"]=C[1],A[x+\"0\"]=A[x+\"1\"]=S,A[x+\"Label\"]=x+\": \"+i.hoverLabelText(_,w)+\", \"+f[0].t.labels.kde+\" \"+E.toFixed(3),A.spikeDistance=v[0].spikeDistance;var P=y+\"Spike\";A[P]=v[0][P],v[0].spikeDistance=void 0,v[0][P]=void 0,A.hovertemplate=!1,m.push(A),(u={stroke:t.color})[y+\"1\"]=n.constrain(L+C[0],L,L+I),u[y+\"2\"]=n.constrain(L+C[1],L,L+I),u[x+\"1\"]=u[x+\"2\"]=_._offset+S}}d&&(m=m.concat(v))}-1!==p.indexOf(\"points\")&&(c=a.hoverOnPoints(t,e,r));var z=l.selectAll(\".violinline-\"+h.uid).data(u?[0]:[]);return z.enter().append(\"line\").classed(\"violinline-\"+h.uid,!0).attr(\"stroke-width\",1.5),z.exit().remove(),z.attr(u),\"closest\"===s?c?[c]:m:c?(m.push(c),m):m}},{\"../../lib\":778,\"../../plots/cartesian/axes\":828,\"../box/hover\":951,\"./helpers\":1342}],1344:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../box/defaults\").crossTraceDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\"),crossTraceCalc:t(\"./cross_trace_calc\"),plot:t(\"./plot\"),style:t(\"./style\"),styleOnSelect:t(\"../scatter/style\").styleOnSelect,hoverPoints:t(\"./hover\"),selectPoints:t(\"../box/select\"),moduleType:\"trace\",name:\"violin\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"symbols\",\"oriented\",\"box-violin\",\"showLegend\",\"violinLayout\",\"zoomScale\"],meta:{}}},{\"../../plots/cartesian\":841,\"../box/defaults\":949,\"../box/select\":956,\"../scatter/style\":1211,\"./attributes\":1338,\"./calc\":1339,\"./cross_trace_calc\":1340,\"./defaults\":1341,\"./hover\":1343,\"./layout_attributes\":1345,\"./layout_defaults\":1346,\"./plot\":1347,\"./style\":1348}],1345:[function(t,e,r){\"use strict\";var n=t(\"../box/layout_attributes\"),i=t(\"../../lib\").extendFlat;e.exports={violinmode:i({},n.boxmode,{}),violingap:i({},n.boxgap,{}),violingroupgap:i({},n.boxgroupgap,{})}},{\"../../lib\":778,\"../box/layout_attributes\":953}],1346:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\"),a=t(\"../box/layout_defaults\");e.exports=function(t,e,r){a._supply(t,e,r,(function(r,a){return n.coerce(t,e,i,r,a)}),\"violin\")}},{\"../../lib\":778,\"../box/layout_defaults\":954,\"./layout_attributes\":1345}],1347:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=t(\"../../components/drawing\"),o=t(\"../box/plot\"),s=t(\"../scatter/line_points\"),l=t(\"./helpers\");e.exports=function(t,e,r,c){var u=t._fullLayout,f=e.xaxis,h=e.yaxis;function p(t){var e=s(t,{xaxis:f,yaxis:h,connectGaps:!0,baseTolerance:.75,shape:\"spline\",simplify:!0,linearized:!0});return a.smoothopen(e[0],1)}i.makeTraceGroups(c,r,\"trace violins\").each((function(t){var r=n.select(this),a=t[0],s=a.t,c=a.trace;if(!0!==c.visible||s.empty)r.remove();else{var d=s.bPos,g=s.bdPos,m=e[s.valLetter+\"axis\"],v=e[s.posLetter+\"axis\"],y=\"both\"===c.side,x=y||\"positive\"===c.side,b=y||\"negative\"===c.side,_=r.selectAll(\"path.violin\").data(i.identity);_.enter().append(\"path\").style(\"vector-effect\",\"non-scaling-stroke\").attr(\"class\",\"violin\"),_.exit().remove(),_.each((function(t){var e,r,i,a,o,l,f,h,_=n.select(this),w=t.density,T=w.length,k=v.c2l(t.pos+d,!0),M=v.l2p(k);if(c.width)e=s.maxKDE/g;else{var A=u._violinScaleGroupStats[c.scalegroup];e=\"count\"===c.scalemode?A.maxKDE/g*(A.maxCount/t.pts.length):A.maxKDE/g}if(x){for(f=new Array(T),o=0;o<T;o++)(h=f[o]={})[s.posLetter]=k+w[o].v/e,h[s.valLetter]=m.c2l(w[o].t,!0);r=p(f)}if(b){for(f=new Array(T),l=0,o=T-1;l<T;l++,o--)(h=f[l]={})[s.posLetter]=k-w[o].v/e,h[s.valLetter]=m.c2l(w[o].t,!0);i=p(f)}if(y)a=r+\"L\"+i.substr(1)+\"Z\";else{var S=[M,m.c2p(w[0].t)],E=[M,m.c2p(w[T-1].t)];\"h\"===c.orientation&&(S.reverse(),E.reverse()),a=x?\"M\"+S+\"L\"+r.substr(1)+\"L\"+E:\"M\"+E+\"L\"+i.substr(1)+\"L\"+S}_.attr(\"d\",a),t.posCenterPx=M,t.posDensityScale=e*g,t.path=_.node(),t.pathLength=t.path.getTotalLength()/(y?2:1)}));var w,T,k,M=c.box,A=M.width,S=(M.line||{}).width;y?(w=g*A,T=0):x?(w=[0,g*A/2],T=S*{x:1,y:-1}[s.posLetter]):(w=[g*A/2,0],T=S*{x:-1,y:1}[s.posLetter]),o.plotBoxAndWhiskers(r,{pos:v,val:m},c,{bPos:d,bdPos:w,bPosPxOffset:T}),o.plotBoxMean(r,{pos:v,val:m},c,{bPos:d,bdPos:w,bPosPxOffset:T}),!c.box.visible&&c.meanline.visible&&(k=i.identity);var E=r.selectAll(\"path.meanline\").data(k||[]);E.enter().append(\"path\").attr(\"class\",\"meanline\").style(\"fill\",\"none\").style(\"vector-effect\",\"non-scaling-stroke\"),E.exit().remove(),E.each((function(t){var e=m.c2p(t.mean,!0),r=l.getPositionOnKdePath(t,c,e);n.select(this).attr(\"d\",\"h\"===c.orientation?\"M\"+e+\",\"+r[0]+\"V\"+r[1]:\"M\"+r[0]+\",\"+e+\"H\"+r[1])})),o.plotPoints(r,{x:f,y:h},c,s)}}))}},{\"../../components/drawing\":665,\"../../lib\":778,\"../box/plot\":955,\"../scatter/line_points\":1201,\"./helpers\":1342,d3:169}],1348:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/color\"),a=t(\"../scatter/style\").stylePoints;e.exports=function(t){var e=n.select(t).selectAll(\"g.trace.violins\");e.style(\"opacity\",(function(t){return t[0].trace.opacity})),e.each((function(e){var r=e[0].trace,o=n.select(this),s=r.box||{},l=s.line||{},c=r.meanline||{},u=c.width;o.selectAll(\"path.violin\").style(\"stroke-width\",r.line.width+\"px\").call(i.stroke,r.line.color).call(i.fill,r.fillcolor),o.selectAll(\"path.box\").style(\"stroke-width\",l.width+\"px\").call(i.stroke,l.color).call(i.fill,s.fillcolor);var f={\"stroke-width\":u+\"px\",\"stroke-dasharray\":2*u+\"px,\"+u+\"px\"};o.selectAll(\"path.mean\").style(f).call(i.stroke,c.color),o.selectAll(\"path.meanline\").style(f).call(i.stroke,c.color),a(o,r,t)}))}},{\"../../components/color\":643,\"../scatter/style\":1211,d3:169}],1349:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),i=t(\"../isosurface/attributes\"),a=t(\"../surface/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll,c=e.exports=l(s({x:i.x,y:i.y,z:i.z,value:i.value,isomin:i.isomin,isomax:i.isomax,surface:i.surface,spaceframe:{show:{valType:\"boolean\",dflt:!1},fill:{valType:\"number\",min:0,max:1,dflt:1}},slices:i.slices,caps:i.caps,text:i.text,hovertext:i.hovertext,hovertemplate:i.hovertemplate},n(\"\",{colorAttr:\"`value`\",showScaleDflt:!0,editTypeOverride:\"calc\"}),{colorbar:i.colorbar,opacity:i.opacity,opacityscale:a.opacityscale,lightposition:i.lightposition,lighting:i.lighting,flatshading:i.flatshading,contour:i.contour,hoverinfo:s({},o.hoverinfo),showlegend:s({},o.showlegend,{dflt:!1})}),\"calc\",\"nested\");c.x.editType=c.y.editType=c.z.editType=c.value.editType=\"calc+clearAxisTypes\",c.transforms=void 0},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plot_api/edit_types\":810,\"../../plots/attributes\":824,\"../isosurface/attributes\":1123,\"../surface/attributes\":1311}],1350:[function(t,e,r){\"use strict\";var n=t(\"gl-mesh3d\"),i=t(\"../../lib/gl_format_color\").parseColorScale,a=t(\"../../lib/str2rgbarray\"),o=t(\"../../components/colorscale\").extractOpts,s=t(\"../../plots/gl3d/zip3\"),l=t(\"../isosurface/convert\").findNearestOnAxis,c=t(\"../isosurface/convert\").generateIsoMeshes;function u(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=\"\",this.data=null,this.showContour=!1}var f=u.prototype;f.handlePick=function(t){if(t.object===this.mesh){var e=t.data.index,r=this.data._meshX[e],n=this.data._meshY[e],i=this.data._meshZ[e],a=this.data._Ys.length,o=this.data._Zs.length,s=l(r,this.data._Xs).id,c=l(n,this.data._Ys).id,u=l(i,this.data._Zs).id,f=t.index=u+o*c+o*a*s;t.traceCoordinate=[this.data._meshX[f],this.data._meshY[f],this.data._meshZ[f],this.data._value[f]];var h=this.data.hovertext||this.data.text;return Array.isArray(h)&&void 0!==h[f]?t.textLabel=h[f]:h&&(t.textLabel=h),!0}},f.update=function(t){var e=this.scene,r=e.fullSceneLayout;function n(t,e,r,n){return e.map((function(e){return t.d2l(e,0,n)*r}))}this.data=c(t);var l={positions:s(n(r.xaxis,t._meshX,e.dataScale[0],t.xcalendar),n(r.yaxis,t._meshY,e.dataScale[1],t.ycalendar),n(r.zaxis,t._meshZ,e.dataScale[2],t.zcalendar)),cells:s(t._meshI,t._meshJ,t._meshK),lightPosition:[t.lightposition.x,t.lightposition.y,t.lightposition.z],ambient:t.lighting.ambient,diffuse:t.lighting.diffuse,specular:t.lighting.specular,roughness:t.lighting.roughness,fresnel:t.lighting.fresnel,vertexNormalsEpsilon:t.lighting.vertexnormalsepsilon,faceNormalsEpsilon:t.lighting.facenormalsepsilon,opacity:t.opacity,opacityscale:t.opacityscale,contourEnable:t.contour.show,contourColor:a(t.contour.color).slice(0,3),contourWidth:t.contour.width,useFacetNormals:t.flatshading},u=o(t);l.vertexIntensity=t._meshIntensity,l.vertexIntensityBounds=[u.min,u.max],l.colormap=i(t),this.mesh.update(l)},f.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new u(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{\"../../components/colorscale\":655,\"../../lib/gl_format_color\":774,\"../../lib/str2rgbarray\":802,\"../../plots/gl3d/zip3\":881,\"../isosurface/convert\":1125,\"gl-mesh3d\":309}],1351:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./attributes\"),a=t(\"../isosurface/defaults\").supplyIsoDefaults,o=t(\"../surface/defaults\").opacityscaleDefaults;e.exports=function(t,e,r,s){function l(r,a){return n.coerce(t,e,i,r,a)}a(t,e,r,s,l),o(t,e,s,l)}},{\"../../lib\":778,\"../isosurface/defaults\":1126,\"../surface/defaults\":1314,\"./attributes\":1349}],1352:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"../isosurface/calc\"),colorbar:{min:\"cmin\",max:\"cmax\"},plot:t(\"./convert\"),moduleType:\"trace\",name:\"volume\",basePlotModule:t(\"../../plots/gl3d\"),categories:[\"gl3d\",\"showLegend\"],meta:{}}},{\"../../plots/gl3d\":870,\"../isosurface/calc\":1124,\"./attributes\":1349,\"./convert\":1350,\"./defaults\":1351}],1353:[function(t,e,r){\"use strict\";var n=t(\"../bar/attributes\"),i=t(\"../scatter/attributes\").line,a=t(\"../../plots/attributes\"),o=t(\"../../plots/template_attributes\").hovertemplateAttrs,s=t(\"../../plots/template_attributes\").texttemplateAttrs,l=t(\"./constants\"),c=t(\"../../lib/extend\").extendFlat,u=t(\"../../components/color\");function f(t){return{marker:{color:c({},n.marker.color,{arrayOk:!1,editType:\"style\"}),line:{color:c({},n.marker.line.color,{arrayOk:!1,editType:\"style\"}),width:c({},n.marker.line.width,{arrayOk:!1,editType:\"style\"}),editType:\"style\"},editType:\"style\"},editType:\"style\"}}e.exports={measure:{valType:\"data_array\",dflt:[],editType:\"calc\"},base:{valType:\"number\",dflt:null,arrayOk:!1,editType:\"calc\"},x:n.x,x0:n.x0,dx:n.dx,y:n.y,y0:n.y0,dy:n.dy,xperiod:n.xperiod,yperiod:n.yperiod,xperiod0:n.xperiod0,yperiod0:n.yperiod0,xperiodalignment:n.xperiodalignment,yperiodalignment:n.yperiodalignment,hovertext:n.hovertext,hovertemplate:o({},{keys:l.eventDataKeys}),hoverinfo:c({},a.hoverinfo,{flags:[\"name\",\"x\",\"y\",\"text\",\"initial\",\"delta\",\"final\"]}),textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"initial\",\"delta\",\"final\"],extras:[\"none\"],editType:\"plot\",arrayOk:!1},texttemplate:s({editType:\"plot\"},{keys:l.eventDataKeys.concat([\"label\"])}),text:n.text,textposition:n.textposition,insidetextanchor:n.insidetextanchor,textangle:n.textangle,textfont:n.textfont,insidetextfont:n.insidetextfont,outsidetextfont:n.outsidetextfont,constraintext:n.constraintext,cliponaxis:n.cliponaxis,orientation:n.orientation,offset:n.offset,width:n.width,increasing:f(),decreasing:f(),totals:f(),connector:{line:{color:c({},i.color,{dflt:u.defaultLine}),width:c({},i.width,{editType:\"plot\"}),dash:i.dash,editType:\"plot\"},mode:{valType:\"enumerated\",values:[\"spanning\",\"between\"],dflt:\"between\",editType:\"plot\"},visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},editType:\"plot\"},offsetgroup:n.offsetgroup,alignmentgroup:n.alignmentgroup}},{\"../../components/color\":643,\"../../lib/extend\":768,\"../../plots/attributes\":824,\"../../plots/template_attributes\":906,\"../bar/attributes\":921,\"../scatter/attributes\":1187,\"./constants\":1355}],1354:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\"),i=t(\"../../plots/cartesian/align_period\"),a=t(\"../../lib\").mergeArray,o=t(\"../scatter/calc_selection\"),s=t(\"../../constants/numerical\").BADNUM;function l(t){return\"a\"===t||\"absolute\"===t}function c(t){return\"t\"===t||\"total\"===t}e.exports=function(t,e){var r,u,f,h,p=n.getFromId(t,e.xaxis||\"x\"),d=n.getFromId(t,e.yaxis||\"y\");\"h\"===e.orientation?(r=p.makeCalcdata(e,\"x\"),f=d.makeCalcdata(e,\"y\"),u=i(e,d,\"y\",f),h=!!e.yperiodalignment):(r=d.makeCalcdata(e,\"y\"),f=p.makeCalcdata(e,\"x\"),u=i(e,p,\"x\",f),h=!!e.xperiodalignment);for(var g,m=Math.min(u.length,r.length),v=new Array(m),y=0,x=!1,b=0;b<m;b++){var _=r[b]||0,w=!1;(r[b]!==s||c(e.measure[b])||l(e.measure[b]))&&b+1<m&&(r[b+1]!==s||c(e.measure[b+1])||l(e.measure[b+1]))&&(w=!0);var T=v[b]={i:b,p:u[b],s:_,rawS:_,cNext:w};l(e.measure[b])?(y=T.s,T.isSum=!0,T.dir=\"totals\",T.s=y):c(e.measure[b])?(T.isSum=!0,T.dir=\"totals\",T.s=y):(T.isSum=!1,T.dir=T.rawS<0?\"decreasing\":\"increasing\",g=T.s,T.s=y+g,y+=g),\"totals\"===T.dir&&(x=!0),h&&(v[b].orig_p=f[b]),e.ids&&(T.id=String(e.ids[b])),T.v=(e.base||0)+y}return v.length&&(v[0].hasTotals=x),a(e.text,v,\"tx\"),a(e.hovertext,v,\"htx\"),o(v,e),v}},{\"../../constants/numerical\":753,\"../../lib\":778,\"../../plots/cartesian/align_period\":825,\"../../plots/cartesian/axes\":828,\"../scatter/calc_selection\":1189}],1355:[function(t,e,r){\"use strict\";e.exports={eventDataKeys:[\"initial\",\"delta\",\"final\"]}},{}],1356:[function(t,e,r){\"use strict\";var n=t(\"../bar/cross_trace_calc\").setGroupPositions;e.exports=function(t,e){var r,i,a=t._fullLayout,o=t._fullData,s=t.calcdata,l=e.xaxis,c=e.yaxis,u=[],f=[],h=[];for(i=0;i<o.length;i++){var p=o[i];!0===p.visible&&p.xaxis===l._id&&p.yaxis===c._id&&\"waterfall\"===p.type&&(r=s[i],\"h\"===p.orientation?h.push(r):f.push(r),u.push(r))}var d={mode:a.waterfallmode,norm:a.waterfallnorm,gap:a.waterfallgap,groupgap:a.waterfallgroupgap};for(n(t,l,c,f,d),n(t,c,l,h,d),i=0;i<u.length;i++){r=u[i];for(var g=0;g<r.length;g++){var m=r[g];!1===m.isSum&&(m.s0+=0===g?0:r[g-1].s),g+1<r.length&&(r[g].nextP0=r[g+1].p0,r[g].nextS0=r[g+1].s0)}}}},{\"../bar/cross_trace_calc\":924}],1357:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../bar/defaults\").handleGroupingDefaults,a=t(\"../bar/defaults\").handleText,o=t(\"../scatter/xy_defaults\"),s=t(\"../scatter/period_defaults\"),l=t(\"./attributes\"),c=t(\"../../components/color\"),u=t(\"../../constants/delta.js\"),f=u.INCREASING.COLOR,h=u.DECREASING.COLOR;function p(t,e,r){t(e+\".marker.color\",r),t(e+\".marker.line.color\",c.defaultLine),t(e+\".marker.line.width\")}e.exports={supplyDefaults:function(t,e,r,i){function c(r,i){return n.coerce(t,e,l,r,i)}if(o(t,e,i,c)){s(t,e,i,c),c(\"measure\"),c(\"orientation\",e.x&&!e.y?\"h\":\"v\"),c(\"base\"),c(\"offset\"),c(\"width\"),c(\"text\"),c(\"hovertext\"),c(\"hovertemplate\");var u=c(\"textposition\");if(a(t,e,i,c,u,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!0,moduleHasCliponaxis:!0,moduleHasTextangle:!0,moduleHasInsideanchor:!0}),\"none\"!==e.textposition&&(c(\"texttemplate\"),e.texttemplate||c(\"textinfo\")),p(c,\"increasing\",f),p(c,\"decreasing\",h),p(c,\"totals\",\"#4499FF\"),c(\"connector.visible\"))c(\"connector.mode\"),c(\"connector.line.width\")&&(c(\"connector.line.color\"),c(\"connector.line.dash\"))}else e.visible=!1},crossTraceDefaults:function(t,e){var r,a;function o(t){return n.coerce(a._input,a,l,t)}if(\"group\"===e.waterfallmode)for(var s=0;s<t.length;s++)r=(a=t[s])._input,i(r,a,e,o)}}},{\"../../components/color\":643,\"../../constants/delta.js\":747,\"../../lib\":778,\"../bar/defaults\":925,\"../scatter/period_defaults\":1207,\"../scatter/xy_defaults\":1214,\"./attributes\":1353}],1358:[function(t,e,r){\"use strict\";e.exports=function(t,e){return t.x=\"xVal\"in e?e.xVal:e.x,t.y=\"yVal\"in e?e.yVal:e.y,\"initial\"in e&&(t.initial=e.initial),\"delta\"in e&&(t.delta=e.delta),\"final\"in e&&(t.final=e.final),e.xa&&(t.xaxis=e.xa),e.ya&&(t.yaxis=e.ya),t}},{}],1359:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\").hoverLabelText,i=t(\"../../components/color\").opacity,a=t(\"../bar/hover\").hoverOnBars,o=t(\"../../constants/delta.js\"),s=o.INCREASING.SYMBOL,l=o.DECREASING.SYMBOL;e.exports=function(t,e,r,o){var c=a(t,e,r,o);if(c){var u=c.cd,f=u[0].trace,h=\"h\"===f.orientation,p=h?t.xa:t.ya,d=u[c.index],g=d.isSum?d.b+d.s:d.rawS;if(!d.isSum){c.initial=d.b+d.s-g,c.delta=g,c.final=c.initial+c.delta;var m=w(Math.abs(c.delta));c.deltaLabel=g<0?\"(\"+m+\")\":m,c.finalLabel=w(c.final),c.initialLabel=w(c.initial)}var v=d.hi||f.hoverinfo,y=[];if(v&&\"none\"!==v&&\"skip\"!==v){var x=\"all\"===v,b=v.split(\"+\"),_=function(t){return x||-1!==b.indexOf(t)};d.isSum||(!_(\"final\")||_(h?\"x\":\"y\")||y.push(c.finalLabel),_(\"delta\")&&(g<0?y.push(c.deltaLabel+\" \"+l):y.push(c.deltaLabel+\" \"+s)),_(\"initial\")&&y.push(\"Initial: \"+c.initialLabel))}return y.length&&(c.extraText=y.join(\"<br>\")),c.color=function(t,e){var r=t[e.dir].marker,n=r.color,a=r.line.color,o=r.line.width;if(i(n))return n;if(i(a)&&o)return a}(f,d),[c]}function w(t){return n(p,t)}}},{\"../../components/color\":643,\"../../constants/delta.js\":747,\"../../plots/cartesian/axes\":828,\"../bar/hover\":928}],1360:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,crossTraceDefaults:t(\"./defaults\").crossTraceDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\"),crossTraceCalc:t(\"./cross_trace_calc\"),plot:t(\"./plot\"),style:t(\"./style\").style,hoverPoints:t(\"./hover\"),eventData:t(\"./event_data\"),selectPoints:t(\"../bar/select\"),moduleType:\"trace\",name:\"waterfall\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"bar-like\",\"cartesian\",\"svg\",\"oriented\",\"showLegend\",\"zoomScale\"],meta:{}}},{\"../../plots/cartesian\":841,\"../bar/select\":933,\"./attributes\":1353,\"./calc\":1354,\"./cross_trace_calc\":1356,\"./defaults\":1357,\"./event_data\":1358,\"./hover\":1359,\"./layout_attributes\":1361,\"./layout_defaults\":1362,\"./plot\":1363,\"./style\":1364}],1361:[function(t,e,r){\"use strict\";e.exports={waterfallmode:{valType:\"enumerated\",values:[\"group\",\"overlay\"],dflt:\"group\",editType:\"calc\"},waterfallgap:{valType:\"number\",min:0,max:1,editType:\"calc\"},waterfallgroupgap:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"}}},{}],1362:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e,r){var a=!1;function o(r,a){return n.coerce(t,e,i,r,a)}for(var s=0;s<r.length;s++){var l=r[s];if(l.visible&&\"waterfall\"===l.type){a=!0;break}}a&&(o(\"waterfallmode\"),o(\"waterfallgap\",.2),o(\"waterfallgroupgap\"))}},{\"../../lib\":778,\"./layout_attributes\":1361}],1363:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=t(\"../../components/drawing\"),o=t(\"../../constants/numerical\").BADNUM,s=t(\"../bar/plot\"),l=t(\"../bar/uniform_text\").clearMinTextSize;e.exports=function(t,e,r,c){var u=t._fullLayout;l(\"waterfall\",u),s.plot(t,e,r,c,{mode:u.waterfallmode,norm:u.waterfallmode,gap:u.waterfallgap,groupgap:u.waterfallgroupgap}),function(t,e,r,s){var l=e.xaxis,c=e.yaxis;i.makeTraceGroups(s,r,\"trace bars\").each((function(r){var s=n.select(this),u=r[0].trace,f=i.ensureSingle(s,\"g\",\"lines\");if(u.connector&&u.connector.visible){var h=\"h\"===u.orientation,p=u.connector.mode,d=f.selectAll(\"g.line\").data(i.identity);d.enter().append(\"g\").classed(\"line\",!0),d.exit().remove();var g=d.size();d.each((function(r,s){if(s===g-1||r.cNext){var u=function(t,e,r,n){var i=[],a=[],o=n?e:r,s=n?r:e;return i[0]=o.c2p(t.s0,!0),a[0]=s.c2p(t.p0,!0),i[1]=o.c2p(t.s1,!0),a[1]=s.c2p(t.p1,!0),i[2]=o.c2p(t.nextS0,!0),a[2]=s.c2p(t.nextP0,!0),n?[i,a]:[a,i]}(r,l,c,h),f=u[0],d=u[1],m=\"\";f[0]!==o&&d[0]!==o&&f[1]!==o&&d[1]!==o&&(\"spanning\"===p&&!r.isSum&&s>0&&(m+=h?\"M\"+f[0]+\",\"+d[1]+\"V\"+d[0]:\"M\"+f[1]+\",\"+d[0]+\"H\"+f[0]),\"between\"!==p&&(r.isSum||s<g-1)&&(m+=h?\"M\"+f[1]+\",\"+d[0]+\"V\"+d[1]:\"M\"+f[0]+\",\"+d[1]+\"H\"+f[1]),f[2]!==o&&d[2]!==o&&(m+=h?\"M\"+f[1]+\",\"+d[1]+\"V\"+d[2]:\"M\"+f[1]+\",\"+d[1]+\"H\"+f[2])),\"\"===m&&(m=\"M0,0Z\"),i.ensureSingle(n.select(this),\"path\").attr(\"d\",m).call(a.setClipUrl,e.layerClipId,t)}}))}else f.remove()}))}(t,e,r,c)}},{\"../../components/drawing\":665,\"../../constants/numerical\":753,\"../../lib\":778,\"../bar/plot\":932,\"../bar/uniform_text\":937,d3:169}],1364:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/drawing\"),a=t(\"../../components/color\"),o=t(\"../../constants/interactions\").DESELECTDIM,s=t(\"../bar/style\"),l=t(\"../bar/uniform_text\").resizeText,c=s.styleTextPoints;e.exports={style:function(t,e,r){var s=r||n.select(t).selectAll(\"g.waterfalllayer\").selectAll(\"g.trace\");l(t,s,\"waterfall\"),s.style(\"opacity\",(function(t){return t[0].trace.opacity})),s.each((function(e){var r=n.select(this),s=e[0].trace;r.selectAll(\".point > path\").each((function(t){if(!t.isBlank){var e=s[t.dir].marker;n.select(this).call(a.fill,e.color).call(a.stroke,e.line.color).call(i.dashLine,e.line.dash,e.line.width).style(\"opacity\",s.selectedpoints&&!t.selected?o:1)}})),c(r,s,t),r.selectAll(\".lines\").each((function(){var t=s.connector.line;i.lineGroupStyle(n.select(this).selectAll(\"path\"),t.width,t.color,t.dash)}))}))}}},{\"../../components/color\":643,\"../../components/drawing\":665,\"../../constants/interactions\":752,\"../bar/style\":935,\"../bar/uniform_text\":937,d3:169}],1365:[function(t,e,r){\"use strict\";var n=t(\"../plots/cartesian/axes\"),i=t(\"../lib\"),a=t(\"../plot_api/plot_schema\"),o=t(\"./helpers\").pointsAccessorFunction,s=t(\"../constants/numerical\").BADNUM;r.moduleType=\"transform\",r.name=\"aggregate\";var l=r.attributes={enabled:{valType:\"boolean\",dflt:!0,editType:\"calc\"},groups:{valType:\"string\",strict:!0,noBlank:!0,arrayOk:!0,dflt:\"x\",editType:\"calc\"},aggregations:{_isLinkedToArray:\"aggregation\",target:{valType:\"string\",editType:\"calc\"},func:{valType:\"enumerated\",values:[\"count\",\"sum\",\"avg\",\"median\",\"mode\",\"rms\",\"stddev\",\"min\",\"max\",\"first\",\"last\",\"change\",\"range\"],dflt:\"first\",editType:\"calc\"},funcmode:{valType:\"enumerated\",values:[\"sample\",\"population\"],dflt:\"sample\",editType:\"calc\"},enabled:{valType:\"boolean\",dflt:!0,editType:\"calc\"},editType:\"calc\"},editType:\"calc\"},c=l.aggregations;function u(t,e,r,a){if(a.enabled){for(var o=a.target,l=i.nestedProperty(e,o),c=l.get(),u=function(t,e){var r=t.func,n=e.d2c,a=e.c2d;switch(r){case\"count\":return f;case\"first\":return h;case\"last\":return p;case\"sum\":return function(t,e){for(var r=0,i=0;i<e.length;i++){var o=n(t[e[i]]);o!==s&&(r+=o)}return a(r)};case\"avg\":return function(t,e){for(var r=0,i=0,o=0;o<e.length;o++){var l=n(t[e[o]]);l!==s&&(r+=l,i++)}return i?a(r/i):s};case\"min\":return function(t,e){for(var r=1/0,i=0;i<e.length;i++){var o=n(t[e[i]]);o!==s&&(r=Math.min(r,o))}return r===1/0?s:a(r)};case\"max\":return function(t,e){for(var r=-1/0,i=0;i<e.length;i++){var o=n(t[e[i]]);o!==s&&(r=Math.max(r,o))}return r===-1/0?s:a(r)};case\"range\":return function(t,e){for(var r=1/0,i=-1/0,o=0;o<e.length;o++){var l=n(t[e[o]]);l!==s&&(r=Math.min(r,l),i=Math.max(i,l))}return i===-1/0||r===1/0?s:a(i-r)};case\"change\":return function(t,e){var r=n(t[e[0]]),i=n(t[e[e.length-1]]);return r===s||i===s?s:a(i-r)};case\"median\":return function(t,e){for(var r=[],o=0;o<e.length;o++){var l=n(t[e[o]]);l!==s&&r.push(l)}if(!r.length)return s;r.sort(i.sorterAsc);var c=(r.length-1)/2;return a((r[Math.floor(c)]+r[Math.ceil(c)])/2)};case\"mode\":return function(t,e){for(var r={},i=0,o=s,l=0;l<e.length;l++){var c=n(t[e[l]]);if(c!==s){var u=r[c]=(r[c]||0)+1;u>i&&(i=u,o=c)}}return i?a(o):s};case\"rms\":return function(t,e){for(var r=0,i=0,o=0;o<e.length;o++){var l=n(t[e[o]]);l!==s&&(r+=l*l,i++)}return i?a(Math.sqrt(r/i)):s};case\"stddev\":return function(e,r){var i,a=0,o=0,l=1,c=s;for(i=0;i<r.length&&c===s;i++)c=n(e[r[i]]);if(c===s)return s;for(;i<r.length;i++){var u=n(e[r[i]]);if(u!==s){var f=u-c;a+=f,o+=f*f,l++}}var h=\"sample\"===t.funcmode?l-1:l;return h?Math.sqrt((o-a*a/l)/h):0}}}(a,n.getDataConversions(t,e,o,c)),d=new Array(r.length),g=0;g<r.length;g++)d[g]=u(c,r[g]);l.set(d),\"count\"===a.func&&i.pushUnique(e._arrayAttrs,o)}}function f(t,e){return e.length}function h(t,e){return t[e[0]]}function p(t,e){return t[e[e.length-1]]}r.supplyDefaults=function(t,e){var r,n={};function o(e,r){return i.coerce(t,n,l,e,r)}if(!o(\"enabled\"))return n;var s=a.findArrayAttributes(e),u={};for(r=0;r<s.length;r++)u[s[r]]=1;var f=o(\"groups\");if(!Array.isArray(f)){if(!u[f])return n.enabled=!1,n;u[f]=0}var h,p=t.aggregations||[],d=n.aggregations=new Array(p.length);function g(t,e){return i.coerce(p[r],h,c,t,e)}for(r=0;r<p.length;r++){h={_index:r};var m=g(\"target\"),v=g(\"func\");g(\"enabled\")&&m&&(u[m]||\"count\"===v&&void 0===u[m])?(\"stddev\"===v&&g(\"funcmode\"),u[m]=0,d[r]=h):d[r]={enabled:!1,_index:r}}for(r=0;r<s.length;r++)u[s[r]]&&d.push({target:s[r],func:c.func.dflt,enabled:!0,_index:-1});return n},r.calcTransform=function(t,e,r){if(r.enabled){var n=r.groups,a=i.getTargetArray(e,{target:n});if(a){var s,l,c,f,h={},p={},d=[],g=o(e.transforms,r),m=a.length;for(e._length&&(m=Math.min(m,e._length)),s=0;s<m;s++)void 0===(c=h[l=a[s]])?(h[l]=d.length,f=[s],d.push(f),p[h[l]]=g(s)):(d[c].push(s),p[h[l]]=(p[h[l]]||[]).concat(g(s)));r._indexToPoints=p;var v=r.aggregations;for(s=0;s<v.length;s++)u(t,e,d,v[s]);\"string\"==typeof n&&u(t,e,d,{target:n,func:\"first\",enabled:!0}),e._length=d.length}}}},{\"../constants/numerical\":753,\"../lib\":778,\"../plot_api/plot_schema\":816,\"../plots/cartesian/axes\":828,\"./helpers\":1368}],1366:[function(t,e,r){\"use strict\";var n=t(\"../lib\"),i=t(\"../registry\"),a=t(\"../plots/cartesian/axes\"),o=t(\"./helpers\").pointsAccessorFunction,s=t(\"../constants/filter_ops\"),l=s.COMPARISON_OPS,c=s.INTERVAL_OPS,u=s.SET_OPS;r.moduleType=\"transform\",r.name=\"filter\",r.attributes={enabled:{valType:\"boolean\",dflt:!0,editType:\"calc\"},target:{valType:\"string\",strict:!0,noBlank:!0,arrayOk:!0,dflt:\"x\",editType:\"calc\"},operation:{valType:\"enumerated\",values:[].concat(l).concat(c).concat(u),dflt:\"=\",editType:\"calc\"},value:{valType:\"any\",dflt:0,editType:\"calc\"},preservegaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},editType:\"calc\"},r.supplyDefaults=function(t){var e={};function a(i,a){return n.coerce(t,e,r.attributes,i,a)}if(a(\"enabled\")){var o=a(\"target\");if(n.isArrayOrTypedArray(o)&&0===o.length)return e.enabled=!1,e;a(\"preservegaps\"),a(\"operation\"),a(\"value\");var s=i.getComponentMethod(\"calendars\",\"handleDefaults\");s(t,e,\"valuecalendar\",null),s(t,e,\"targetcalendar\",null)}return e},r.calcTransform=function(t,e,r){if(r.enabled){var i=n.getTargetArray(e,r);if(i){var s=r.target,f=i.length;e._length&&(f=Math.min(f,e._length));var h=r.targetcalendar,p=e._arrayAttrs,d=r.preservegaps;if(\"string\"==typeof s){var g=n.nestedProperty(e,s+\"calendar\").get();g&&(h=g)}var m,v,y=function(t,e,r){var n=t.operation,i=t.value,a=Array.isArray(i);function o(t){return-1!==t.indexOf(n)}var s,f=function(r){return e(r,0,t.valuecalendar)},h=function(t){return e(t,0,r)};o(l)?s=f(a?i[0]:i):o(c)?s=a?[f(i[0]),f(i[1])]:[f(i),f(i)]:o(u)&&(s=a?i.map(f):[f(i)]);switch(n){case\"=\":return function(t){return h(t)===s};case\"!=\":return function(t){return h(t)!==s};case\"<\":return function(t){return h(t)<s};case\"<=\":return function(t){return h(t)<=s};case\">\":return function(t){return h(t)>s};case\">=\":return function(t){return h(t)>=s};case\"[]\":return function(t){var e=h(t);return e>=s[0]&&e<=s[1]};case\"()\":return function(t){var e=h(t);return e>s[0]&&e<s[1]};case\"[)\":return function(t){var e=h(t);return e>=s[0]&&e<s[1]};case\"(]\":return function(t){var e=h(t);return e>s[0]&&e<=s[1]};case\"][\":return function(t){var e=h(t);return e<=s[0]||e>=s[1]};case\")(\":return function(t){var e=h(t);return e<s[0]||e>s[1]};case\"](\":return function(t){var e=h(t);return e<=s[0]||e>s[1]};case\")[\":return function(t){var e=h(t);return e<s[0]||e>=s[1]};case\"{}\":return function(t){return-1!==s.indexOf(h(t))};case\"}{\":return function(t){return-1===s.indexOf(h(t))}}}(r,a.getDataToCoordFunc(t,e,s,i),h),x={},b={},_=0;d?(m=function(t){x[t.astr]=n.extendDeep([],t.get()),t.set(new Array(f))},v=function(t,e){var r=x[t.astr][e];t.get()[e]=r}):(m=function(t){x[t.astr]=n.extendDeep([],t.get()),t.set([])},v=function(t,e){var r=x[t.astr][e];t.get().push(r)}),k(m);for(var w=o(e.transforms,r),T=0;T<f;T++){y(i[T])?(k(v,T),b[_++]=w(T)):d&&_++}r._indexToPoints=b,e._length=_}}function k(t,r){for(var i=0;i<p.length;i++){t(n.nestedProperty(e,p[i]),r)}}}},{\"../constants/filter_ops\":749,\"../lib\":778,\"../plots/cartesian/axes\":828,\"../registry\":911,\"./helpers\":1368}],1367:[function(t,e,r){\"use strict\";var n=t(\"../lib\"),i=t(\"../plot_api/plot_schema\"),a=t(\"../plots/plots\"),o=t(\"./helpers\").pointsAccessorFunction;function s(t,e){var r,s,l,c,u,f,h,p,d,g,m=e.transform,v=e.transformIndex,y=t.transforms[v].groups,x=o(t.transforms,m);if(!n.isArrayOrTypedArray(y)||0===y.length)return[t];var b=n.filterUnique(y),_=new Array(b.length),w=y.length,T=i.findArrayAttributes(t),k=m.styles||[],M={};for(r=0;r<k.length;r++)M[k[r].target]=k[r].value;m.styles&&(g=n.keyedContainer(m,\"styles\",\"target\",\"value.name\"));var A={},S={};for(r=0;r<b.length;r++){A[f=b[r]]=r,S[f]=0,(h=_[r]=n.extendDeepNoArrays({},t))._group=f,h.transforms[v]._indexToPoints={};var E=null;for(g&&(E=g.get(f)),h.name=E||\"\"===E?E:n.templateString(m.nameformat,{trace:t.name,group:f}),p=h.transforms,h.transforms=[],s=0;s<p.length;s++)h.transforms[s]=n.extendDeepNoArrays({},p[s]);for(s=0;s<T.length;s++)n.nestedProperty(h,T[s]).set([])}for(l=0;l<T.length;l++){for(c=T[l],s=0,d=[];s<b.length;s++)d[s]=n.nestedProperty(_[s],c).get();for(u=n.nestedProperty(t,c).get(),s=0;s<w;s++)d[A[y[s]]].push(u[s])}for(s=0;s<w;s++){(h=_[A[y[s]]]).transforms[v]._indexToPoints[S[y[s]]]=x(s),S[y[s]]++}for(r=0;r<b.length;r++)f=b[r],h=_[r],a.clearExpandedTraceDefaultColors(h),h=n.extendDeepNoArrays(h,M[f]||{});return _}r.moduleType=\"transform\",r.name=\"groupby\",r.attributes={enabled:{valType:\"boolean\",dflt:!0,editType:\"calc\"},groups:{valType:\"data_array\",dflt:[],editType:\"calc\"},nameformat:{valType:\"string\",editType:\"calc\"},styles:{_isLinkedToArray:\"style\",target:{valType:\"string\",editType:\"calc\"},value:{valType:\"any\",dflt:{},editType:\"calc\",_compareAsJSON:!0},editType:\"calc\"},editType:\"calc\"},r.supplyDefaults=function(t,e,i){var a,o={};function s(e,i){return n.coerce(t,o,r.attributes,e,i)}if(!s(\"enabled\"))return o;s(\"groups\"),s(\"nameformat\",i._dataLength>1?\"%{group} (%{trace})\":\"%{group}\");var l=t.styles,c=o.styles=[];if(l)for(a=0;a<l.length;a++){var u=c[a]={};n.coerce(l[a],c[a],r.attributes.styles,\"target\");var f=n.coerce(l[a],c[a],r.attributes.styles,\"value\");n.isPlainObject(f)?u.value=n.extendDeep({},f):f&&delete u.value}return o},r.transform=function(t,e){var r,n,i,a=[];for(n=0;n<t.length;n++)for(r=s(t[n],e),i=0;i<r.length;i++)a.push(r[i]);return a}},{\"../lib\":778,\"../plot_api/plot_schema\":816,\"../plots/plots\":891,\"./helpers\":1368}],1368:[function(t,e,r){\"use strict\";r.pointsAccessorFunction=function(t,e){for(var r,n,i=0;i<t.length&&(r=t[i])!==e;i++)r._indexToPoints&&!1!==r.enabled&&(n=r._indexToPoints);return n?function(t){return n[t]}:function(t){return[t]}}},{}],1369:[function(t,e,r){\"use strict\";var n=t(\"../lib\"),i=t(\"../plots/cartesian/axes\"),a=t(\"./helpers\").pointsAccessorFunction,o=t(\"../constants/numerical\").BADNUM;r.moduleType=\"transform\",r.name=\"sort\",r.attributes={enabled:{valType:\"boolean\",dflt:!0,editType:\"calc\"},target:{valType:\"string\",strict:!0,noBlank:!0,arrayOk:!0,dflt:\"x\",editType:\"calc\"},order:{valType:\"enumerated\",values:[\"ascending\",\"descending\"],dflt:\"ascending\",editType:\"calc\"},editType:\"calc\"},r.supplyDefaults=function(t){var e={};function i(i,a){return n.coerce(t,e,r.attributes,i,a)}return i(\"enabled\")&&(i(\"target\"),i(\"order\")),e},r.calcTransform=function(t,e,r){if(r.enabled){var s=n.getTargetArray(e,r);if(s){var l=r.target,c=s.length;e._length&&(c=Math.min(c,e._length));var u,f,h=e._arrayAttrs,p=function(t,e,r,n){var i,a=new Array(n),s=new Array(n);for(i=0;i<n;i++)a[i]={v:e[i],i:i};for(a.sort(function(t,e){switch(t.order){case\"ascending\":return function(t,r){var n=e(t.v),i=e(r.v);return n===o?1:i===o?-1:n-i};case\"descending\":return function(t,r){var n=e(t.v),i=e(r.v);return n===o?1:i===o?-1:i-n}}}(t,r)),i=0;i<n;i++)s[i]=a[i].i;return s}(r,s,i.getDataToCoordFunc(t,e,l,s),c),d=a(e.transforms,r),g={};for(u=0;u<h.length;u++){var m=n.nestedProperty(e,h[u]),v=m.get(),y=new Array(c);for(f=0;f<c;f++)y[f]=v[p[f]];m.set(y)}for(f=0;f<c;f++)g[f]=d(p[f]);r._indexToPoints=g,e._length=c}}}},{\"../constants/numerical\":753,\"../lib\":778,\"../plots/cartesian/axes\":828,\"./helpers\":1368}],1370:[function(t,e,r){\"use strict\";r.version=\"1.58.4\"},{}]},{},[26])(26)}));\n",
       "        });\n",
       "        require(['plotly'], function(Plotly) {\n",
       "            window._Plotly = Plotly;\n",
       "        });\n",
       "        }\n",
       "        </script>\n",
       "        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "linkText": "Export to plot.ly",
        "plotlyServerURL": "https://plot.ly",
        "showLink": false
       },
       "data": [
        {
         "marker": {
          "color": "rgba(255, 128, 255, 0.8)"
         },
         "mode": "markers",
         "name": "Cluster 1",
         "type": "scatter",
         "x": [
          -1792.0201534758073,
          -136.57681192722362,
          -1500.3185477917903,
          -1240.73535398688,
          -1678.7932430913386,
          -1891.6649467406564,
          -1157.9605101408972,
          -719.7061501516954,
          -46.66080392679263,
          -644.3897526543814,
          -89.10902786989118,
          -255.24218765155547,
          -688.1932288350184,
          -612.4071310111474,
          -1516.974516584032,
          69.18585884330264,
          516.2943607608615,
          -645.3188214140567,
          -2019.7528081724986,
          -1396.6706284040363,
          -1170.4229614069352,
          -1926.6676243511715,
          -2057.0052221750407,
          -2109.62700703864,
          -2071.433666123147,
          506.8264342940467,
          -60.37772456584212,
          -147.86119009885988,
          563.4111336792707,
          -624.2382926384239,
          -1847.4988453712829,
          -54.497685919620686,
          -83.64860303636591,
          294.51037322007556,
          -1860.2677914826731,
          -1874.500038125608,
          195.16275465864638,
          340.99691743980213,
          -1452.0782358778458,
          -1382.6795634408948,
          -1423.131508153352,
          -117.35138535353342,
          -1438.7692548705138,
          -1340.6015606867686,
          -1172.141098071076,
          -1750.9518870689042,
          -2087.5048279680273,
          311.8089052545389,
          -2048.0818082554133,
          -1114.158174991849,
          68.93054485891871,
          -207.42957997239932,
          -1636.021093717698,
          52.1408961997905,
          55.884599312126795,
          -1025.9121018167632,
          -1591.443080955961,
          -646.572367884518,
          -536.8018287416562,
          -805.4127583982465,
          -1649.1590221521108,
          246.24762730992848,
          482.8853823837359,
          -1572.6895405797218,
          -710.880259968736,
          -1864.3555708317788,
          -1545.2347903832956,
          -853.9672709170085,
          -1612.7558276707039,
          -959.8938021646134,
          -1746.5762265917601,
          -999.7383466421606,
          -918.4163589140361,
          -427.93605624193765,
          -1567.8871072198965,
          13.85522393608908,
          -438.99542061251105,
          296.33699402704997,
          -1552.6605552175015,
          -1423.3851886882242,
          -1532.5440675411694,
          497.63244836762226,
          -2056.244192924984,
          307.39504308865276,
          318.7005419100628,
          -1090.00216547369,
          -1555.0627396064303,
          -147.5284961475932,
          -2048.0319398825955,
          -1368.3608055809982,
          -1365.6855047802635,
          -1097.6895613654372,
          -1307.3284458939265,
          -1470.9967043262034,
          -1528.5862937191946,
          -795.1823149419756,
          -2133.043369413915,
          -1280.5214776024688,
          -264.91799692040445,
          -921.0849658846934,
          -1699.2676188927799,
          -1969.985969018585,
          -831.2490627507232,
          -540.729532649822,
          -90.73704690311187,
          443.29666780731094,
          -1329.95433538407,
          -635.4188707041344,
          -1703.425295578694,
          -264.8885105322764,
          -1200.8748520865863,
          -439.03510824865276,
          535.5732814445728,
          -1337.0617857904724,
          -1971.3114477562756,
          -324.50340644547094,
          -531.9922874250439,
          237.79522817455725,
          -903.8954675631327,
          -425.73552115546937,
          384.0567242008372,
          537.2621731113986,
          606.5363601321611,
          -491.05575587614015,
          -1616.001312965298,
          -112.79424952517418,
          -873.2464819152462,
          -1888.4656705817458,
          -1647.1245326204892,
          -1223.950289349685,
          -2073.5586355804007,
          -2192.866041698152,
          -1243.7067696867243,
          -1994.2433350449521,
          -860.0772496916937,
          -1222.4675535221033,
          -1575.2108105871189,
          -1454.8057615671285,
          103.85717494424162,
          -1.9684607350323804,
          -572.7036400247171,
          -1768.017274368036,
          -1695.054476332642,
          -1242.8562275526995,
          -130.2341689301559,
          -1488.6299520296427,
          -532.0053922446864,
          -1907.1422996735191,
          -1454.583624564912,
          -1916.5837017886045,
          -2003.8741320711426,
          -2102.5335125224087,
          405.1597109538617,
          -962.2771178739001,
          -1908.1292459383092,
          -2102.494644589631,
          -1972.6663180442094,
          -1969.9669527252713,
          -1096.5779728778914,
          -240.28078053946967,
          -817.993847464477,
          -1969.976965343043,
          173.37327152932926,
          -2018.8993304285295,
          -2080.061839414984,
          -585.194071242189,
          -1100.9355178579924,
          369.5428473339364,
          -1629.6571207770442,
          60.203605500233806,
          -2114.7089230167317,
          -305.3375771053932,
          -159.87012471531526,
          -1993.0419541800397,
          -1596.4336193911633,
          -1258.4129656396165,
          -1698.9234171333255,
          -1926.9633128081016,
          -455.37472274410436,
          -1476.22111613873,
          -356.56722118169824,
          -2194.2085681311814,
          -1975.6799474734803,
          -2041.2922215450853,
          -546.5980517669607,
          -816.5130464380944,
          -1006.3895366848409,
          -468.67931110137977,
          320.52245410194536,
          -1228.9737000085577,
          -1152.8774410876233,
          -1926.7234764465452,
          283.56477666525996,
          -805.8265243423142,
          -138.08303364086066,
          -305.4905208063249,
          -152.27211146156174,
          -1784.0581364777477,
          -1730.5340789108907,
          -1497.981345269212,
          -109.46670692862929,
          43.38603223690782,
          -1659.232647006726,
          33.362601532738346,
          -1936.3837823211618,
          -1676.2373667932225,
          -996.9023320383449,
          -1664.8414983378411,
          -852.960983215047,
          -364.2106020177336,
          -1309.1182976696402,
          -1652.2391004663314,
          -815.5477257071155,
          -1292.1083884891298,
          130.13010932824176,
          -1979.4451424831607,
          -1100.1182494778666,
          544.0045618288251,
          -1359.6341635442527,
          -1194.6611052335513,
          -1707.9152877623314,
          155.87715071838812,
          -557.6404646783631,
          -1432.541245376985,
          -967.1937968232836,
          -1346.6025891028737,
          -1778.9254037233532,
          -1276.502696551998,
          -277.52282696510287,
          169.48517890185363,
          -1844.8707076521453,
          -1238.4042606174053,
          -480.2345316345541,
          -1928.5493364333647,
          -2005.088797670985,
          -178.0991898625084,
          -242.14461572660372,
          573.4940855527166,
          -1695.3229605235078,
          483.3055836562157,
          -1848.9318874892097,
          -1532.1748179765416,
          -297.91070961500725,
          320.88887828787216,
          -365.02013179250537,
          353.358373476971,
          -979.7724151896803,
          -1097.7419839729146,
          461.6174492878652,
          -1333.9822573947506,
          521.930784960235,
          -1355.9756929779173,
          -1576.1367715409294,
          -2050.1337283419284,
          353.9845109961808,
          -945.8585251919959,
          -1003.9196847554405,
          -501.72554714676033,
          -1847.5405575347136,
          -1426.0522159614427,
          -979.1878723515631,
          -770.7011802756979,
          -917.5586518746189,
          17.386547204772743,
          -1059.361521603201,
          -1624.144083849531,
          -996.8847138672693,
          -1757.4809959113475,
          -1517.671432938667,
          346.8745326337206,
          318.7640906253776,
          -1437.7101341701393,
          -1315.6130202511486,
          -557.1277822959325,
          419.09646755344727,
          -1198.1601283832654,
          -1517.7072059610769,
          -1808.531787045085,
          42.60330280995252,
          -2186.732882980929,
          -1545.2279284844303,
          -344.24831835809385,
          -728.8289781567304,
          -1520.4413627200274,
          -1711.4691520587683,
          -1405.7029464413097,
          -662.1540284209883,
          171.67675353238982,
          -2151.6052320414174,
          -1387.8830829581718,
          -1942.7438845478084,
          -1437.7345593632404,
          -1386.5665565412655,
          -2196.9605433930037,
          -1644.7905288707937,
          -1861.6600241405913,
          -2077.989535433394,
          -645.2394595062398,
          -1546.981382091245,
          -302.8152962376739,
          -51.88370168080315,
          -1611.08840998743,
          -101.07398318845746,
          -944.8675865400818,
          -2184.721230708585,
          -1444.5913464137334,
          251.05643529202604,
          -1093.7996672296326,
          -418.68205791984485,
          -2035.572519275955,
          -1253.7206657012741,
          448.0330432681094,
          -277.3779492489755,
          -939.4778414675965,
          294.744232095208,
          -1951.3053200105371,
          -1476.7010208940164,
          -446.6134247080926,
          196.94382326815426,
          -185.62626350818877,
          -292.29345157200737,
          -167.64098328415207,
          428.04379303261135,
          -1086.0736137755237,
          -567.0147560496774,
          -520.1838966886543,
          -1424.4048525755,
          -1041.7223380037287,
          -1377.7017421962646,
          -2067.1716072869735,
          -1175.4598082475968,
          -27.83135057284185,
          -1710.398804567142,
          -121.6772001018492,
          -1291.3194664924752,
          -2159.5798738019253,
          -651.9599388521478,
          -2197.6230844051374,
          -2081.4103857710907,
          -1500.3530515292712,
          -835.116548938187,
          103.82021831415666,
          116.19479693871594,
          -1180.126481024418,
          -935.6510857618063,
          95.90067676552879,
          -1703.6350744341125,
          -365.60369654765697,
          -1828.0616494578107,
          -42.807959164835474,
          -629.7786384760818,
          -221.69001137876126,
          -2138.484786493335,
          -1457.491340453378,
          169.34583203950424,
          -2015.8964853621453,
          -1506.4284746323087,
          -840.905590595592,
          -1862.6163080710385,
          -1931.9796641025373,
          -1918.8807308644793,
          -1958.9329287625828,
          -1514.63151150829,
          -1949.8438175578974,
          -1909.4836632944375,
          269.79865930327384,
          -273.8020690485347,
          -1862.377791117904,
          -2139.461789654707,
          450.7080219588958,
          -147.89262758200007,
          -21.73404893905967,
          -48.68386479058483,
          -1185.4175077354869,
          485.8797336223082,
          -2178.629106151483,
          -2003.0609242262087,
          -835.5708268697914,
          -703.7493976213137,
          -1913.4687225452558,
          -1601.7323210469885,
          -1216.615142017075,
          -140.17518137727487,
          152.9396746036849,
          -1454.8153235009524,
          -539.9996467745661,
          -1898.6626727625408,
          -890.8667150805578,
          -477.38134588922287,
          -596.5659388738933,
          -487.2292487573923,
          -267.0800579559605,
          -1275.5873896358557,
          -2154.3012981868706,
          -995.6509920987381,
          -1913.5276940391748,
          -385.61035337629374,
          -672.7777821961099,
          -136.42300506556074,
          -1595.6187474299436,
          -1675.2668480738646,
          536.5007359827172,
          -1938.716574676456,
          -2197.6484825821035,
          -967.2020521639246,
          -1882.0659990362903,
          -1116.1268273918356,
          -687.0650716678359,
          -1189.0704843352917,
          -1958.8503421278615,
          502.59336396861926,
          -1885.2041302515154,
          -329.06727016533625,
          -1568.9446000145101,
          92.13884640226321,
          -130.91990306000156,
          -411.9346976037857,
          -1648.4008039321209,
          -10.760021939559568,
          -1746.5157766262778,
          -820.0336279082863,
          -53.39621817718542,
          -666.6713091111411,
          -1179.5473597389698,
          -566.5233974710366,
          579.0493879030138,
          -1745.04258093043,
          -568.9883047554124,
          460.55803762114664,
          -678.971207587637,
          -1691.2795770490002,
          -281.8697287204992,
          -2057.419105024302,
          -1196.9262544899332,
          -1286.2345894445727,
          -949.6112808837332,
          -1750.4976880094903,
          -1300.104583548436,
          -1700.826740369998,
          -1356.8645286642977,
          -901.1965684493989,
          -1586.7239160180177,
          -539.8855588765396,
          -536.981685633243,
          -594.0339829642386,
          -946.4122049805846,
          100.44811466822023,
          -26.601969134639702,
          -1795.972701200023,
          135.85831907987117,
          -2131.042251633573,
          173.31244311381676,
          -973.1939918804516,
          -476.3922254122162,
          244.96380439822838,
          -1149.0394822160538,
          -2005.7281180186994,
          -706.5237304685243,
          -242.80311795589202,
          -1365.6815983071792,
          -1004.0660574581109,
          -1293.852599754166,
          -1066.0467145072635,
          -2121.7415583105785,
          -709.3668938621933,
          -1785.6265780182994,
          -1627.662808884132,
          -908.5171961741374,
          -964.0784583307415,
          -1127.7925304619673,
          -700.6942249425703,
          -926.4748350682493,
          -764.1005567368916,
          -995.0306936637583,
          -736.1395788913843,
          -974.5355702763316,
          -2055.5554306235354,
          -1435.4803215111917,
          -746.5578766498188,
          -2111.9608953570455,
          -572.9814787398083,
          -1474.8396772339036,
          -527.1091344868111,
          254.31163037841372,
          583.2783752389082,
          -1470.1583019496475,
          -1639.078352435505,
          -937.2723196742083,
          -1085.1346026553545,
          522.6530555724797,
          -2137.0893227115344,
          -688.8271591887362,
          -615.3754929795657,
          -1844.8681698565915,
          -1820.2259892006234,
          -2008.8603502294945,
          -965.5950671310285,
          -639.094060897899,
          -1647.490594404148,
          -423.58183350929903,
          124.89289881453136,
          -2089.5239439812676,
          -1680.227856649511,
          -453.726055874174,
          333.3520389769733,
          -1005.4259901462273,
          -1316.8771996397352,
          -1490.9596113115992,
          -1516.3419382476586,
          -1348.6863061676047,
          -1195.6443829495183,
          -426.59655679624103,
          431.4926614447006,
          -482.03409570678895,
          393.2864743230832,
          -764.056575458922,
          9.440167195404815,
          -1976.691910583279,
          -1274.3003279367529,
          -1693.4407078731547,
          -192.4388236939419,
          -1239.309584700493,
          -475.6955582593422,
          -388.99278768641386,
          -832.2562262508233,
          -1013.7042620950474,
          -1566.4746064979643,
          -1172.655825711318,
          -1814.0220339190114,
          -1910.5845432297126,
          -968.9240188603491,
          -1612.8205823992766,
          -1109.0573151768474,
          -1855.6361213957478,
          197.66733715400866,
          -576.5568510688305,
          53.38685371628879,
          -547.0621614589885,
          511.1939632636255,
          -903.3362179589566,
          -1627.4917956913987,
          -1376.7638758864011,
          -459.9683444393703,
          -1638.2819457135397,
          -1794.3271990860808,
          -804.0287526739459,
          -477.17049841290986,
          -1267.9405762591223,
          -276.25346099982187,
          -2105.891077998179,
          -1870.0980438044635,
          -451.0991514511609,
          558.6910363325309,
          95.19478209882675,
          589.6774607943394,
          -189.67788495531673,
          -1730.1335970915366,
          -1426.455521721075,
          431.0307925476749,
          354.7193145873809,
          -1125.415980826734,
          -928.2698598600774,
          -1903.6972163262194,
          -195.86517306835833,
          -366.55039768174305,
          -1333.9445830853979,
          613.9439268610399,
          -123.87451662510199,
          -1514.6950654889765,
          -1031.583453491626,
          -366.7832666941968,
          -1912.4858327891316,
          -378.18825202604756,
          -854.1216776112104,
          -967.2404773241974,
          -2086.1968519116604,
          -2176.5424231507054,
          -877.5456977052555,
          17.3557538626765,
          -2050.8301790702903,
          -688.175487114305,
          -2089.5884561925523,
          -828.6678853724471,
          -2056.0810422229306,
          -765.3469566799926,
          -1235.3332395228347,
          -1287.2584259734865,
          -2147.3553083427014,
          -1056.4693719318298,
          -1667.2613944256798,
          -95.48825176412993,
          -1685.32771457625,
          459.2582886603804,
          -1644.85196686848,
          -1255.820876782392,
          124.19781914434112,
          -1771.8398167190603,
          462.6976786273852,
          -584.3944229214309,
          -2108.5791797291727,
          -219.57864327983182,
          -526.5965241877996,
          -1302.4550101759087,
          -77.15817333678127,
          -954.9253322719388,
          135.53291624303563,
          -1348.6694539054777,
          -1275.804396936526,
          -1085.3319837292106,
          408.38188458653,
          -686.5606669813724,
          -1615.9989962521536,
          574.4631156927846,
          30.854753504940316,
          -305.4953748552843,
          -1180.083096365452,
          -1079.9693040341288,
          -1060.7652761412862,
          -1932.3314506836584,
          -1844.914381992638,
          -1782.7649366769688,
          387.0603697377467,
          -819.2477967475022,
          -668.4278945256482,
          -1191.2297704143762,
          -1504.4145593806118,
          -1703.643057064758,
          -1174.2259376300103,
          -913.9292338271631,
          -506.41868463285664,
          -2090.199327281644,
          -1788.8332958177825,
          -1649.8475590879518,
          -379.9603329649812,
          13.35267047907713,
          -2202.382118661735,
          -1787.9600142374882,
          -1575.2375400002638,
          -2011.1364174118692,
          -1508.7657322470222,
          -2015.685558460238,
          431.43301071721805,
          -1641.131701264206,
          77.7889809889167,
          -1337.2610543691926,
          -2035.9275006509242,
          -1783.5040909888673,
          -2184.7190868318094,
          -1619.1523885651948,
          -1357.706054659617,
          219.9319729334179,
          -1979.484028022245,
          463.267680793587,
          -664.9169731609992,
          -2042.6891537690926,
          -1492.1973114108448,
          -621.0797927613114,
          -1018.5931193216799,
          -1865.0477833780112,
          -1592.328646930328,
          -2145.2997131874554,
          -1499.9367636890918,
          -1062.0096986484434,
          -1099.2831568501501,
          -682.6209818721734,
          -2120.638465196882,
          -1201.9292565892133,
          183.391791232954,
          -99.89381304462928,
          -752.1600519387225,
          -1251.1554069774866,
          -1486.9357494911649,
          -911.0901034465223,
          -687.0630756946616,
          -1588.1772337348252,
          -435.05909167757324,
          -259.8726316153368,
          -497.80423545896457,
          -370.1154931351315,
          -717.1331985282935,
          -77.99606666904664,
          -2058.330786432962,
          -956.0856406413208,
          -316.74456701890307,
          -1216.550812809791,
          -235.87593174948145,
          -1620.076953539638,
          -1921.3451277725799,
          -2110.6309509081943,
          -1214.8966319161318,
          -1013.2348002900944,
          -1759.8855941143572,
          -725.3896159923341,
          -1471.024783967577,
          -955.7723129530282,
          -1847.5780291318656,
          -1011.2314072646851,
          -50.15254326350156,
          -756.0167318129967,
          -815.5110743617798,
          -1494.7414517308944,
          -377.0605914099258,
          602.3317448912436,
          -2065.1306536290936,
          -1083.4372443282468,
          -117.70971932411318,
          -349.5342049003131,
          -1530.9995412360126,
          422.5506146287663,
          -1522.7411757212633,
          -541.6866944984728,
          -77.95199894850406,
          329.2109847412001,
          -174.30800998550328,
          -900.0951764463003,
          -1542.9951105006123,
          -745.5658371990703,
          -620.7591044685058,
          -1649.7721774318197,
          -1530.9689473791584,
          -1222.2775312249398,
          -1976.7080280213602,
          -1879.868328008831,
          184.4900147192875,
          -170.08973697156102,
          -2086.8788865628976,
          -1404.2418920522205,
          -2087.5479629301853,
          -1036.528960439186,
          -2147.350617985247,
          -273.86155750593923,
          20.190757959576082,
          -2159.634449191911,
          -43.04556036955195,
          -539.9926369416859,
          -1372.871387970796,
          -383.86149139885146,
          -46.62448265964128,
          -1473.5349733574262,
          -782.1847459354444,
          -1274.4670297377138,
          -423.0659111873642,
          -1135.6194362608296,
          -423.5498200065305,
          77.80129023740355,
          -903.3105092526874,
          -816.5462676410335,
          112.56442834360317,
          -961.3328527680169,
          -1074.9889195816718,
          -1667.0082789179562,
          -2052.8265367450053,
          -2091.823394362465,
          399.36841147379573,
          470.70469536169213,
          -1283.0272164956377,
          -248.40006381630883,
          -171.858060338752,
          -1210.5036460318381,
          -1425.8750275896668,
          -1611.7072460723623,
          -1143.4279957207266,
          -2017.0748693040032,
          -1744.7987686700674,
          -649.7578448307539,
          -1451.5034025558725,
          -709.3147709117081,
          -1299.557772571887,
          -1227.513063678232,
          -467.9274389505938,
          269.8073511633465,
          449.8686563902634,
          -71.2988518040048,
          6.842583117924574,
          -275.26939388714925,
          -784.8635907134925,
          -1871.8239279397087,
          -1527.0557407638637,
          -14.400078409816441,
          -628.3896261948082,
          -1365.6516771461977,
          3.3238555984665945,
          -1529.9855354102206,
          -690.4565646551332,
          -1153.5126934775185,
          -1214.3357816061998,
          -210.60715126834992,
          -1465.4980832145636,
          -750.1862309514818,
          -1641.8384565186905,
          -1109.549774506093,
          -661.4081391445253,
          -93.70774062411068,
          -76.60351349267472,
          -728.1785003611442,
          -2060.083259371731,
          -2112.6263294488353,
          -2022.4264204436731,
          -331.95846798623813,
          452.24847033272084,
          -1939.0455005180565,
          -1093.740296694275,
          -1223.497982201081,
          -267.0817116225969,
          165.64738024310373,
          -596.5389259654854,
          -885.3382954965119,
          -640.3801241742361,
          -1972.9639503347241,
          -1429.3971377593841,
          -796.5446554035756,
          -1086.64915652309,
          -1063.243607322456,
          42.84715252179688,
          -225.46587150751355,
          -1582.824556607406,
          -412.7108510192128,
          -1526.0053054068567,
          -789.4159763896608,
          -2079.3906745787917,
          -1725.90824549852,
          -892.8684687673451,
          -1476.4172148887133,
          -1576.1424306109081,
          -497.01036692987515,
          284.90325412540415,
          -696.5815897772757,
          17.17405844696314,
          17.393485115089856,
          30.871183311929208,
          -1240.7040498583724,
          -1894.5284474847372,
          -1885.2518814535479,
          -1438.9146720676847,
          -1929.6193955565952,
          -43.117531084212985,
          210.06963420726356,
          -1869.4554833234827,
          -1442.5224502693693,
          -518.9520354795142,
          -1410.8046753870487,
          -746.5261462132671,
          103.87102411647446,
          -1454.2433682693231,
          -627.0749371819594,
          95.17059326151303,
          -2112.6469185405176,
          -662.1235415298567,
          -1069.0764499115464,
          -1056.35258355448,
          -1716.3288726468575,
          -1082.0055445067014,
          -0.1316900945222297,
          396.4441079210414,
          -2069.531539945082,
          -1664.1488942314663,
          -877.2170277462523,
          -996.0497594869819,
          -2065.9308893584534,
          598.5776418225565,
          390.70347837281287,
          -438.426455313425,
          -520.2139885750566,
          -930.5072418175733,
          -1316.106157198392,
          -1366.6583800542844,
          -2014.22482730919,
          -615.0493988900079,
          -1936.343166284592,
          -1992.8431564736134,
          -2031.8456425396628,
          -1809.4379418425476,
          414.231744560944,
          269.7380074774492,
          580.2928093048,
          -1861.9881911482921,
          378.71818198942515,
          -2074.8975195144485,
          -1362.5502496967683,
          -1392.7311899933536,
          -853.5447979428492,
          -1047.8753802343035,
          -693.5517101110908,
          318.7481520516631,
          -615.3487330454005,
          -1405.6728143076898,
          -1067.0298355529353,
          -568.972731720542,
          470.6905858422139,
          -2043.3336109690026,
          -689.287570575781,
          -1768.432401493365,
          -2063.723158124188,
          447.85940009607475,
          138.83271159986447,
          -1139.1858236392977,
          -66.9499211055045,
          -389.36286996159583,
          -348.64599438897733,
          -2085.50701775058,
          -379.90360901189945,
          -1559.1579268689636,
          -2060.3043042370696,
          -1695.0214265424358,
          497.87182632489197,
          -1070.0622973530074,
          -1006.4892042644584,
          -1360.6743178167421,
          -315.96470249073224,
          -1503.7310992154323,
          -1441.3928235289575,
          -753.1282361214138,
          -654.0760616768604,
          -1797.009152964127,
          -1952.2827701952785,
          -398.8236966628958,
          -1169.0943803799546,
          -2073.50574094413,
          -662.1321553806655,
          -807.334124691709,
          463.3361879830166,
          -1921.3423412330924,
          -1076.5247241635257,
          -1980.7655640219261,
          -1367.0803354475026,
          -1084.2042733861656,
          534.2254413923522,
          -1890.514577326081,
          312.95005029682716,
          -1106.6299155703996,
          -2167.724607747924,
          -333.36187137398935,
          -1495.9183835154795,
          -820.4560249849526,
          -512.3852366715558,
          -1729.5680701071376,
          -1660.4409327804633,
          -1667.2255638289105,
          -1944.4383731977305,
          -490.4938910473471,
          305.1278515868503,
          -275.9311066564581,
          -321.6441290828849,
          -580.9809620991582,
          -252.78219913243646,
          -2089.1069175746343,
          148.21145230991343,
          -381.9754532697423,
          -26.660552297350748,
          -211.54435939252696,
          -780.2249798087082,
          -1864.32511123521,
          -2144.585878869295,
          122.50957703210692,
          229.11878165357828,
          -312.19254374606817,
          -1167.5317331571584,
          -1590.7387747059913,
          194.0323456789542,
          285.09658326161565,
          -1269.11264509149,
          468.2910290656924,
          -651.7475836400098,
          -1759.6794816722802,
          215.86143980067152,
          -1888.4455270743733,
          -378.2794361445451,
          -248.37071116891747,
          -366.88949418380275,
          36.187734285666835,
          283.169442704969,
          -1276.4467577870462,
          -1082.0202521712863,
          198.40032677716206,
          -585.7615560537163,
          -656.7053039373753,
          -1443.2786912072222,
          -1596.4259209492227,
          -487.2404410907899,
          176.95137875973077,
          -245.02208667586146,
          -147.21289551648567,
          -1882.391207227774,
          267.62344655006837,
          -1404.4478069627587,
          -876.4900549159227,
          -1200.4012518790876,
          -268.59020350772204,
          -287.5749959363032,
          -755.7666049236076,
          -425.76018416543246,
          -1466.7521963413408,
          114.42913233935055,
          -637.6410728083926,
          259.89931273798953,
          -1438.943318369814,
          -1556.527703799503,
          -1306.4469952318057,
          -929.7062626864993,
          535.5557346492917,
          -1275.3343253441074,
          141.8347419925362,
          -1382.5447481472625,
          -2089.5535754562216,
          -1965.3137846967788,
          -1983.9711256223013,
          -1092.219248471729,
          -887.7920305825126,
          -1520.4438172490077,
          -573.5387393115371,
          -579.9915360406693,
          -1390.4866272910967,
          -2086.8031744574005,
          -886.51737279162,
          -348.77664518991503,
          12.891324297188445,
          -1398.618184062609,
          -53.88663516791261,
          -741.3398214827997,
          -1347.7165265425538,
          -1797.365870749173,
          -911.0812824057808,
          -2094.5389069631483,
          414.2092699935655,
          -2085.674093519015,
          -885.6791734664752,
          -1461.684700941797,
          -2127.3424751925913,
          -1883.006518892808,
          593.2926149823907,
          100.20352447657174,
          -2118.0903003274925,
          -1442.0311632566966,
          -308.77369891860053,
          583.2418012215996,
          -2029.152369222108,
          -19.837934068863184,
          -959.859580805623,
          -125.68977821326398,
          -641.158985109065,
          392.20784335735505,
          -2114.0373338181603,
          -1695.0396564537725,
          -1044.6351511735022,
          -2058.737845984902,
          9.453059311007276,
          -1562.9908295268078,
          -2054.855519578736,
          -1745.3429006338224,
          147.15402321675052,
          -2033.2316435541504,
          -1583.4402704084623,
          -2064.1775553127677,
          344.4546855866162,
          394.30675509994916,
          -2011.6581490552692,
          -527.6401726742685,
          -956.4985314382102,
          -463.7502288770285,
          -519.6512018176151,
          -742.3180106642197,
          -989.1799916916349,
          -2139.1637624902137,
          155.8918795706648,
          -1660.5177953649447,
          -1051.0292316855268,
          -1971.3303349730197,
          -892.6461205182954,
          -588.7747972714004,
          -976.3974812007757,
          -1504.903115168779,
          -14.378395775238317,
          -1999.0242179497927,
          -192.17361089445797,
          -590.9920959653947,
          -291.39509848977565,
          318.9841589389233,
          87.57796588337922,
          -1426.4730032324735,
          -903.2638499603503,
          243.22206170890325,
          -1516.3263064620746,
          -627.0688582203908,
          -2156.972048616963,
          -1554.6434274047774,
          -184.00220643777885,
          -1405.746110093782,
          -1572.527512785566,
          -1005.5673092640917,
          494.1817710009126,
          96.89319854566186,
          -927.7689313275777,
          -1748.026966076599,
          -2045.35529221902,
          -772.0238801411405,
          -468.3484854245562,
          -2065.0661440593,
          -1788.8508527207237,
          -336.631554520911,
          -890.8626847633366,
          -60.962308416667696,
          -557.6489381983356,
          569.6284855005532,
          -459.9761495444125,
          -2108.5946998406484,
          -2061.0014776820044,
          -632.2950045934042,
          -98.59314077329296,
          -1862.8346781368687,
          -366.9034896102913,
          -1915.6932927822158,
          -1202.4693576471632,
          -423.03482767033034,
          -1133.428577905492,
          -1132.1500783761721,
          463.3164363670115,
          -997.91018835845,
          -2160.2299330986625,
          -1796.4411384526752,
          -14.335945993399461,
          -945.9538725498456,
          -501.76770223277435,
          -339.89662985583374,
          -1010.2536245713196,
          229.1881028298147,
          -1191.2801890121025,
          -554.8757014294836,
          169.48400658900735,
          -1263.5179637743518,
          -1956.813652530198,
          -328.61234149536244,
          -1816.0317978044238,
          -446.31156747632997,
          423.5422883407233,
          141.78421565929256,
          -1244.5917154547155,
          -1686.4019579407984,
          -1921.573609350801,
          -1664.1252231301137,
          -1816.1487367715113,
          -697.8145938470662,
          -652.0056732580884,
          -1577.6537465405154,
          33.33432435672162,
          -1516.9521513051084,
          -1743.9329767259715,
          -1182.6684155278463,
          -1970.9239546359743,
          -1607.1324349278193,
          -259.54229550041856,
          582.6708042134727,
          -757.0624019515741,
          393.3603985133641,
          -1438.7450378422752,
          -2022.4388839753822,
          -1035.0611604175247,
          -2079.3272783103876,
          -696.3533094064297,
          -1871.8121743042977,
          -1719.5665237565145,
          -2125.7178996895286,
          -1737.4991924098592,
          -1744.8198276683777,
          -576.5565536358796,
          -2159.702361066114,
          -1246.4771898700742,
          -1313.862358142403,
          -1091.9352694872232,
          524.1943332966159,
          -1722.7397136326258,
          -808.7666181866617,
          -1976.079807245781,
          -1153.4850899802295,
          -1210.7410466792774,
          -909.7550625481612,
          -1002.303535883907,
          -228.43153551707445,
          -1404.4986347177319,
          -1656.8336994700073,
          -955.7720317573747,
          -28.461131424628586,
          -1735.892371695692,
          -1690.3349793268023,
          -1242.3932336134312,
          -760.8428640461385,
          -176.67310731020433,
          -1443.2853387961688,
          -1585.0185297447313,
          -1156.7455071056668,
          -1120.7856988460373,
          -938.9762175846021,
          -848.348007805479,
          -364.22787438276583,
          -1240.8917733358758,
          355.1796021595705,
          -1976.7714317305745,
          -121.61931819223898,
          -1567.22524184113,
          -2105.8342238387536,
          -387.6658723220832,
          -1250.37772124211,
          -2148.6623873397634,
          -1751.7108483573238,
          -1177.191668005449,
          -741.3557782744607,
          -1346.637219718152,
          256.2326643525248,
          -1671.500219467106,
          -1002.5346458098683,
          -1035.264004566822,
          -123.46007372770943,
          -175.437560273193,
          -1042.7458097077024,
          -472.3792063668758,
          402.69380480094236,
          -1444.1770247365077,
          -1400.8408117437043,
          -1419.4828578001063,
          -1120.7919037215552,
          -1366.6061109022191,
          162.49482624024168,
          -233.57346731412656,
          -1766.8109391434148,
          -892.418014158039,
          -2013.4790458546831,
          -1620.9432915628233,
          -807.2115546147537,
          -696.5417442174348,
          -1295.9230883474115,
          -1830.5762193245548,
          -1261.4263801751483,
          173.3584609033787,
          -2019.0889532281924,
          -1076.477042287817,
          -2031.8786470221542,
          111.53427643894439,
          -2125.545197458717,
          -792.9639293514572,
          607.3482498234278,
          -1232.6031201892436,
          -1251.5994987194958,
          -836.3701084273946,
          -279.11833536194865,
          -1214.3474688208087,
          -1548.2234274164573,
          515.0239323687227,
          -2124.853041170657,
          376.9150291431887,
          84.65530084267492,
          -145.74750808094194,
          -676.1761166067221,
          131.119017727508,
          11.592808761268055,
          -1508.3058619574992,
          -2088.231240227609,
          -2057.6408954731273,
          -1741.6953915812094,
          -1213.0106632878087,
          -2040.9370248708035,
          574.5160979087528,
          -1383.4263067647762,
          -1406.4312963106734,
          -1910.5911112754525,
          -1876.17353367175,
          -1513.6804151098663,
          126.78263958396616,
          502.5828499839815,
          -2034.542474089657,
          -2063.384909761444,
          -2113.3750768326613,
          -1607.1598667539827,
          -443.94458439963967,
          -1766.5123893119778,
          -636.6794715094829,
          -1916.5814559377998,
          -255.21147378377063,
          -1004.3620159700664,
          -736.1877694706117,
          -1221.910721472816,
          -828.884264719788,
          579.0696488893465,
          -1240.3634967179569,
          -1086.4652487054736,
          -1988.7886307720933,
          -2111.3067086266115,
          -767.7205334251653,
          -499.98837007835965,
          -248.39228052686934,
          -1663.2325904695226,
          526.2316619339432,
          397.78604294231485,
          -1869.0874838775492,
          -1198.158755542639,
          -1878.4406134265992,
          -765.1850694463685,
          -1095.7401982008655,
          -2045.3623631699327,
          -1896.1785895489686,
          -1920.508791979575,
          -472.9710517890434,
          -1360.6713767636277,
          -2120.824912683436,
          -1971.3062778411545,
          -53.486076155488,
          -1732.21134523574,
          -381.58056493277286,
          -1590.7572902815493,
          -1216.6115988112683,
          296.31581846812713,
          -616.5159624653281,
          94.3336634500209,
          -904.4087667873872,
          -2022.3198957048132,
          -988.5171363978203,
          -716.5345989050471,
          -548.0029323788171,
          -1939.0428253283578,
          -163.85504426682257,
          -1184.4878617454242,
          -303.5232192643325,
          -453.7127590269174,
          -1916.174186200525,
          -1209.680630022096,
          -1762.0111459557565,
          -1545.781095659401,
          -980.7086026395848,
          -1163.495417378928,
          -650.197948186904,
          -1570.742143761789,
          -1276.4982575598535,
          603.3198435097862,
          -1263.4454617845956,
          -1035.6838358589648,
          -693.2915796959982,
          -52.152956665115354,
          -1433.6666658345637,
          -757.4112011671455,
          -1360.7098919911257,
          -1660.2419970580356,
          -1375.3048839390478,
          -2194.8963623423124,
          -1719.294380746783,
          -98.61333102806435,
          -53.13353212471734,
          18.836336969529196,
          -1489.3196731434905,
          -752.4120945195267,
          -962.2241057688202,
          -2116.08884456148,
          -1513.6628324732676,
          -969.7983046024148,
          -64.87152794737747,
          -1292.9242037507445,
          -336.6198467322465,
          396.43436556949683,
          99.18068103439795,
          -2111.236957098894,
          -245.10745486005112,
          140.56128760596908,
          -627.4849952758569,
          -1276.1197112762331,
          -2035.1758520156898,
          -1036.468109044254,
          42.70072475371154,
          -1436.0891421262631,
          -1704.987302877675,
          592.6741604796463,
          -788.0119488518751,
          -666.4578905221387,
          -837.235781023971,
          -1153.4737203765283,
          -1941.7417458183484,
          -1680.1965450495434,
          -1500.34983326098,
          -719.529921535865,
          108.94408252598184,
          -1383.2227363710858,
          -1808.027718812078,
          -101.08954480377331,
          -1072.8099139084347,
          -2069.477782016921,
          -1022.2790419429435,
          40.922762464706175,
          -1114.6963976048548,
          378.69613660402655,
          -1979.3885965564139,
          478.47175190434695,
          -1787.9020782643781,
          -603.0311222225799,
          -631.0286172755008,
          475.41622139180566,
          -525.8095980748107,
          -831.2650214347906,
          -1270.4665041398364,
          -954.1845573926244,
          -1808.0884781544448,
          -468.6759312512224,
          -532.9807171846743,
          -1503.3374012663398,
          -1928.5244628611085,
          -2041.2759726243446,
          -1025.7437444314412,
          -1530.9995412360126,
          422.5506146287663,
          -1522.7411757212633,
          -541.6866944984728,
          -77.95199894850406,
          329.2109847412001,
          -174.30800998550328,
          -900.0951764463003,
          -1542.9951105006123,
          -745.5658371990703,
          -620.7591044685058,
          -1649.7721774318197,
          -1530.9689473791584,
          -1222.2775312249398,
          -1976.7080280213602,
          -1879.868328008831,
          184.4900147192875,
          -170.08973697156102,
          -2086.8788865628976,
          -1404.2418920522205,
          -2087.5479629301853,
          -1036.528960439186,
          -2147.350617985247,
          -273.86155750593923,
          20.190757959576082,
          -2159.634449191911,
          -43.04556036955195,
          -539.9926369416859,
          -1372.871387970796,
          -383.86149139885146,
          -46.62448265964128,
          -1473.5349733574262,
          -782.1847459354444,
          -1274.4670297377138,
          -423.0659111873642,
          -1135.6194362608296,
          -423.5498200065305,
          77.80129023740355,
          -903.3105092526874,
          -816.5462676410335,
          112.56442834360317,
          -961.3328527680169,
          -1074.9889195816718,
          -1667.0082789179562,
          -2052.8265367450053,
          -2091.823394362465,
          399.36841147379573,
          470.70469536169213,
          -1283.0272164956377,
          -248.40006381630883,
          -171.858060338752,
          -1210.5036460318381,
          -1425.8750275896668,
          -1611.7072460723623,
          -1143.4279957207266,
          -2017.0748693040032,
          -1744.7987686700674,
          -649.7578448307539,
          -1451.5034025558725,
          -709.3147709117081,
          -1299.557772571887,
          -1227.513063678232,
          -467.9274389505938,
          269.8073511633465,
          449.8686563902634,
          -71.2988518040048,
          6.842583117924574,
          -275.26939388714925,
          -784.8635907134925,
          -1871.8239279397087,
          -1527.0557407638637,
          -14.400078409816441,
          -628.3896261948082,
          -1365.6516771461977,
          3.3238555984665945,
          -1529.9855354102206,
          -690.4565646551332,
          -1153.5126934775185,
          -1214.3357816061998,
          -210.60715126834992,
          -1465.4980832145636,
          -750.1862309514818,
          -1641.8384565186905,
          -1109.549774506093,
          -661.4081391445253,
          -93.70774062411068,
          -76.60351349267472,
          -728.1785003611442,
          -2060.083259371731,
          -2112.6263294488353,
          -2022.4264204436731,
          -331.95846798623813,
          452.24847033272084,
          -1939.0455005180565,
          -1093.740296694275,
          -1223.497982201081,
          -267.0817116225969,
          165.64738024310373,
          -596.5389259654854,
          -885.3382954965119,
          -640.3801241742361,
          -1972.9639503347241,
          -1429.3971377593841,
          -796.5446554035756,
          -1086.64915652309,
          -1063.243607322456,
          42.84715252179688,
          -225.46587150751355,
          -1582.824556607406,
          -412.7108510192128,
          -1526.0053054068567,
          -789.4159763896608,
          -2079.3906745787917,
          -1725.90824549852,
          -892.8684687673451,
          -1476.4172148887133,
          -1576.1424306109081,
          -497.01036692987515,
          284.90325412540415,
          -696.5815897772757,
          17.17405844696314,
          17.393485115089856,
          30.871183311929208,
          -1240.7040498583724,
          -1894.5284474847372,
          -1885.2518814535479,
          -1438.9146720676847,
          -1929.6193955565952,
          -43.117531084212985,
          210.06963420726356,
          -1869.4554833234827,
          -1442.5224502693693,
          -518.9520354795142,
          -1410.8046753870487,
          -746.5261462132671,
          103.87102411647446,
          -1454.2433682693231,
          -627.0749371819594,
          95.17059326151303,
          -2112.6469185405176,
          -662.1235415298567,
          -1069.0764499115464,
          -1056.35258355448,
          -1716.3288726468575,
          -1082.0055445067014,
          -0.1316900945222297,
          396.4441079210414,
          -2069.531539945082,
          -1664.1488942314663,
          -877.2170277462523,
          -996.0497594869819,
          -2065.9308893584534,
          598.5776418225565,
          390.70347837281287,
          -438.426455313425,
          -520.2139885750566,
          -930.5072418175733,
          -1316.106157198392,
          -1366.6583800542844,
          -2014.22482730919,
          -615.0493988900079,
          -1936.343166284592,
          -1992.8431564736134,
          -2031.8456425396628,
          -1809.4379418425476,
          414.231744560944,
          269.7380074774492,
          580.2928093048,
          -1861.9881911482921,
          378.71818198942515,
          -2074.8975195144485,
          -1362.5502496967683,
          -1392.7311899933536,
          -853.5447979428492,
          -1047.8753802343035,
          -693.5517101110908,
          318.7481520516631,
          -615.3487330454005,
          -1405.6728143076898,
          -1067.0298355529353,
          -568.972731720542,
          470.6905858422139,
          -2043.3336109690026,
          -689.287570575781,
          -1768.432401493365,
          -2063.723158124188,
          447.85940009607475,
          138.83271159986447,
          -1139.1858236392977,
          -66.9499211055045,
          -389.36286996159583,
          -348.64599438897733,
          -2085.50701775058,
          -379.90360901189945,
          -1559.1579268689636,
          -2060.3043042370696,
          -1695.0214265424358,
          497.87182632489197,
          -1070.0622973530074,
          -1006.4892042644584,
          -1360.6743178167421,
          -315.96470249073224,
          -1503.7310992154323,
          -1441.3928235289575,
          -753.1282361214138,
          -654.0760616768604,
          -1797.009152964127,
          -1952.2827701952785,
          -398.8236966628958,
          -1169.0943803799546,
          -2073.50574094413,
          -662.1321553806655,
          -807.334124691709,
          463.3361879830166,
          -1921.3423412330924,
          -1076.5247241635257,
          -1980.7655640219261,
          -1367.0803354475026,
          -1084.2042733861656,
          534.2254413923522,
          -1890.514577326081,
          312.95005029682716,
          -1106.6299155703996,
          -2167.724607747924,
          -333.36187137398935,
          -1495.9183835154795,
          -820.4560249849526,
          -512.3852366715558,
          -1729.5680701071376,
          -1660.4409327804633,
          -1667.2255638289105,
          -1944.4383731977305,
          -490.4938910473471,
          305.1278515868503,
          -275.9311066564581,
          -321.6441290828849,
          -580.9809620991582,
          -252.78219913243646,
          -2089.1069175746343,
          148.21145230991343,
          -381.9754532697423,
          -26.660552297350748,
          -211.54435939252696,
          -780.2249798087082,
          -1864.32511123521,
          -2144.585878869295,
          122.50957703210692,
          229.11878165357828,
          -312.19254374606817,
          -1167.5317331571584,
          -1590.7387747059913,
          194.0323456789542,
          285.09658326161565,
          -1269.11264509149,
          468.2910290656924,
          -651.7475836400098,
          -1759.6794816722802,
          215.86143980067152,
          -1888.4455270743733,
          -378.2794361445451,
          -248.37071116891747,
          -366.88949418380275,
          36.187734285666835,
          283.169442704969,
          -1276.4467577870462,
          -1082.0202521712863,
          198.40032677716206,
          -585.7615560537163,
          -656.7053039373753,
          -1443.2786912072222,
          -1596.4259209492227,
          -487.2404410907899,
          176.95137875973077,
          -245.02208667586146,
          -147.21289551648567,
          -1882.391207227774,
          267.62344655006837,
          -1404.4478069627587,
          -876.4900549159227,
          -1200.4012518790876,
          -268.59020350772204,
          -287.5749959363032,
          -755.7666049236076,
          -425.76018416543246,
          -1466.7521963413408,
          114.42913233935055,
          -637.6410728083926,
          259.89931273798953,
          -1438.943318369814,
          -1556.527703799503,
          -1306.4469952318057,
          -929.7062626864993,
          535.5557346492917,
          -1275.3343253441074,
          141.8347419925362,
          -1382.5447481472625,
          -2089.5535754562216,
          -1965.3137846967788,
          -1983.9711256223013,
          -1092.219248471729,
          -887.7920305825126,
          -1520.4438172490077,
          -573.5387393115371,
          -579.9915360406693,
          -1390.4866272910967,
          -2086.8031744574005,
          -886.51737279162,
          -348.77664518991503,
          12.891324297188445,
          -1398.618184062609,
          -53.88663516791261,
          -741.3398214827997,
          -1347.7165265425538,
          -1797.365870749173,
          -911.0812824057808,
          -2094.5389069631483,
          414.2092699935655,
          -2085.674093519015,
          -885.6791734664752,
          -1461.684700941797,
          -2127.3424751925913,
          -1883.006518892808,
          593.2926149823907,
          100.20352447657174,
          -2118.0903003274925,
          -1442.0311632566966,
          -308.77369891860053,
          583.2418012215996,
          -2029.152369222108,
          -19.837934068863184,
          -959.859580805623,
          -125.68977821326398,
          -641.158985109065,
          392.20784335735505,
          -2114.0373338181603,
          -1695.0396564537725,
          -1044.6351511735022,
          -2058.737845984902,
          9.453059311007276,
          -1562.9908295268078,
          -2054.855519578736,
          -1745.3429006338224,
          147.15402321675052,
          -2033.2316435541504,
          -1583.4402704084623,
          -2064.1775553127677,
          344.4546855866162,
          394.30675509994916,
          -2011.6581490552692,
          -527.6401726742685,
          -956.4985314382102,
          -463.7502288770285,
          -519.6512018176151,
          -742.3180106642197,
          -989.1799916916349,
          -2139.1637624902137,
          155.8918795706648,
          -1660.5177953649447,
          -1051.0292316855268,
          -1971.3303349730197,
          -892.6461205182954,
          -588.7747972714004,
          -976.3974812007757,
          -1504.903115168779,
          -14.378395775238317,
          -1999.0242179497927,
          -192.17361089445797,
          -590.9920959653947,
          -291.39509848977565,
          318.9841589389233,
          87.57796588337922,
          -1426.4730032324735,
          -903.2638499603503,
          243.22206170890325,
          -1516.3263064620746,
          -627.0688582203908,
          -2156.972048616963,
          -1554.6434274047774,
          -184.00220643777885,
          -1405.746110093782,
          -1572.527512785566,
          -1005.5673092640917,
          494.1817710009126,
          96.89319854566186,
          -927.7689313275777,
          -1748.026966076599,
          -2045.35529221902,
          -772.0238801411405,
          -468.3484854245562,
          -2065.0661440593,
          -1788.8508527207237,
          -336.631554520911,
          -890.8626847633366,
          -60.962308416667696,
          -557.6489381983356,
          569.6284855005532,
          -459.9761495444125,
          -2108.5946998406484,
          -2061.0014776820044,
          -632.2950045934042,
          -98.59314077329296,
          -1862.8346781368687,
          -366.9034896102913,
          -1915.6932927822158,
          -1202.4693576471632,
          -423.03482767033034,
          -1133.428577905492,
          -1132.1500783761721,
          463.3164363670115,
          -997.91018835845,
          -2160.2299330986625,
          -1796.4411384526752,
          -14.335945993399461,
          -945.9538725498456,
          -501.76770223277435,
          -339.89662985583374,
          -1010.2536245713196,
          229.1881028298147,
          -1191.2801890121025,
          -554.8757014294836,
          169.48400658900735,
          -1263.5179637743518,
          -1956.813652530198,
          -328.61234149536244,
          -1816.0317978044238,
          -446.31156747632997,
          423.5422883407233,
          141.78421565929256,
          -1244.5917154547155,
          -1686.4019579407984,
          -1921.573609350801,
          -1664.1252231301137,
          -1816.1487367715113,
          -697.8145938470662,
          -652.0056732580884,
          -1577.6537465405154,
          33.33432435672162,
          -1516.9521513051084,
          -1743.9329767259715,
          -1182.6684155278463,
          -1970.9239546359743,
          -1607.1324349278193,
          -259.54229550041856,
          582.6708042134727,
          -757.0624019515741,
          393.3603985133641,
          -1438.7450378422752,
          -2022.4388839753822,
          -1035.0611604175247,
          -2079.3272783103876,
          -696.3533094064297,
          -1871.8121743042977,
          -1719.5665237565145,
          -2125.7178996895286,
          -1737.4991924098592,
          -1744.8198276683777,
          -576.5565536358796,
          -2159.702361066114,
          -1246.4771898700742,
          -1313.862358142403,
          -1091.9352694872232,
          524.1943332966159,
          -1722.7397136326258,
          -808.7666181866617,
          -1976.079807245781,
          -1153.4850899802295,
          -1210.7410466792774,
          -909.7550625481612,
          -1002.303535883907,
          -228.43153551707445,
          -1404.4986347177319,
          -1656.8336994700073,
          -955.7720317573747,
          -28.461131424628586,
          -1735.892371695692,
          -1690.3349793268023,
          -1242.3932336134312,
          -760.8428640461385,
          -176.67310731020433,
          -1443.2853387961688,
          -1585.0185297447313,
          -1156.7455071056668,
          -1120.7856988460373,
          -938.9762175846021,
          -848.348007805479,
          -364.22787438276583,
          -1240.8917733358758,
          355.1796021595705,
          -1976.7714317305745,
          -121.61931819223898,
          -1567.22524184113,
          -2105.8342238387536,
          -387.6658723220832,
          -1250.37772124211,
          -2148.6623873397634,
          -1751.7108483573238,
          -1177.191668005449,
          -741.3557782744607,
          -1346.637219718152,
          256.2326643525248,
          -1671.500219467106,
          -1002.5346458098683,
          -1035.264004566822,
          -123.46007372770943,
          -175.437560273193,
          -1042.7458097077024,
          -472.3792063668758,
          402.69380480094236,
          -1444.1770247365077,
          -1400.8408117437043,
          -1419.4828578001063,
          -1120.7919037215552,
          -1366.6061109022191,
          162.49482624024168,
          -233.57346731412656,
          -1766.8109391434148,
          -892.418014158039,
          -2013.4790458546831,
          -1620.9432915628233,
          -807.2115546147537,
          -696.5417442174348,
          -1295.9230883474115,
          -1830.5762193245548,
          -1261.4263801751483,
          173.3584609033787,
          -2019.0889532281924,
          -1076.477042287817,
          -2031.8786470221542,
          111.53427643894439,
          -2125.545197458717,
          -792.9639293514572,
          607.3482498234278,
          -1232.6031201892436,
          -1251.5994987194958,
          -836.3701084273946,
          -279.11833536194865,
          -1214.3474688208087,
          -1548.2234274164573,
          515.0239323687227,
          -2124.853041170657,
          376.9150291431887,
          84.65530084267492,
          -145.74750808094194,
          -676.1761166067221,
          131.119017727508,
          11.592808761268055,
          -1508.3058619574992,
          -2088.231240227609,
          -2057.6408954731273,
          -1741.6953915812094,
          -1213.0106632878087,
          -2040.9370248708035,
          574.5160979087528,
          -1383.4263067647762,
          -1406.4312963106734,
          -1910.5911112754525,
          -1876.17353367175,
          -1513.6804151098663,
          126.78263958396616,
          502.5828499839815,
          -2034.542474089657,
          -2063.384909761444,
          -2113.3750768326613,
          -1607.1598667539827,
          -443.94458439963967,
          -1766.5123893119778,
          -636.6794715094829,
          -1916.5814559377998,
          -255.21147378377063,
          -1004.3620159700664,
          -736.1877694706117,
          -1221.910721472816,
          -828.884264719788,
          579.0696488893465,
          -1240.3634967179569,
          -1086.4652487054736,
          -1988.7886307720933,
          -2111.3067086266115,
          -767.7205334251653,
          -499.98837007835965,
          -248.39228052686934,
          -1663.2325904695226,
          526.2316619339432,
          397.78604294231485,
          -1869.0874838775492,
          -1198.158755542639,
          -1878.4406134265992,
          -765.1850694463685,
          -1095.7401982008655,
          -2045.3623631699327,
          -1896.1785895489686,
          -1920.508791979575,
          -472.9710517890434,
          -1360.6713767636277,
          -2120.824912683436,
          -1971.3062778411545,
          -53.486076155488,
          -1732.21134523574,
          -381.58056493277286,
          -1590.7572902815493,
          -1216.6115988112683,
          296.31581846812713,
          -616.5159624653281,
          94.3336634500209,
          -904.4087667873872,
          -2022.3198957048132,
          -988.5171363978203,
          -716.5345989050471,
          -548.0029323788171,
          -1939.0428253283578,
          -163.85504426682257,
          -1184.4878617454242,
          -303.5232192643325,
          -453.7127590269174,
          -1916.174186200525,
          -1209.680630022096,
          -1762.0111459557565,
          -1545.781095659401,
          -980.7086026395848,
          -1163.495417378928,
          -650.197948186904,
          -1570.742143761789,
          -1276.4982575598535,
          603.3198435097862,
          -1263.4454617845956,
          -1035.6838358589648,
          -693.2915796959982,
          -52.152956665115354,
          -1433.6666658345637,
          -757.4112011671455,
          -1360.7098919911257,
          -1660.2419970580356,
          -1375.3048839390478,
          -2194.8963623423124,
          -1719.294380746783,
          -98.61333102806435,
          -53.13353212471734,
          18.836336969529196,
          -1489.3196731434905,
          -752.4120945195267,
          -962.2241057688202,
          -2116.08884456148,
          -1513.6628324732676,
          -969.7983046024148,
          -64.87152794737747,
          -1292.9242037507445,
          -336.6198467322465,
          396.43436556949683,
          99.18068103439795,
          -2111.236957098894,
          -245.10745486005112,
          140.56128760596908,
          -627.4849952758569,
          -1276.1197112762331,
          -2035.1758520156898,
          -1036.468109044254,
          42.70072475371154,
          -1436.0891421262631,
          -1704.987302877675,
          592.6741604796463,
          -788.0119488518751,
          -666.4578905221387,
          -837.235781023971,
          -1153.4737203765283,
          -1941.7417458183484,
          -1680.1965450495434,
          -1500.34983326098,
          -719.529921535865,
          108.94408252598184,
          -1383.2227363710858,
          -1808.027718812078,
          -101.08954480377331,
          -1072.8099139084347,
          -2069.477782016921,
          -1022.2790419429435,
          40.922762464706175,
          -1114.6963976048548,
          378.69613660402655,
          -1979.3885965564139,
          478.47175190434695,
          -1787.9020782643781,
          -603.0311222225799,
          -631.0286172755008,
          475.41622139180566,
          -525.8095980748107,
          -831.2650214347906,
          -1270.4665041398364,
          -954.1845573926244,
          -1808.0884781544448,
          -468.6759312512224,
          -532.9807171846743,
          -1503.3374012663398,
          -1928.5244628611085,
          -2041.2759726243446,
          -1025.7437444314412,
          -1530.9995412360126,
          422.5506146287663,
          -1522.7411757212633,
          -541.6866944984728,
          -77.95199894850406,
          329.2109847412001,
          -174.30800998550328,
          -900.0951764463003,
          -1542.9951105006123,
          -745.5658371990703,
          -620.7591044685058,
          -1649.7721774318197,
          -1530.9689473791584,
          -1222.2775312249398,
          -1976.7080280213602,
          -1879.868328008831,
          184.4900147192875,
          -170.08973697156102,
          -2086.8788865628976,
          -1404.2418920522205,
          -2087.5479629301853,
          -1036.528960439186,
          -2147.350617985247,
          -273.86155750593923,
          20.190757959576082,
          -2159.634449191911,
          -43.04556036955195,
          -539.9926369416859,
          -1372.871387970796,
          -383.86149139885146,
          -46.62448265964128,
          -1473.5349733574262,
          -782.1847459354444,
          -1274.4670297377138,
          -423.0659111873642,
          -1135.6194362608296,
          -423.5498200065305,
          77.80129023740355,
          -903.3105092526874,
          -816.5462676410335,
          112.56442834360317,
          -961.3328527680169,
          -1074.9889195816718,
          -1667.0082789179562,
          -2052.8265367450053,
          -2091.823394362465,
          399.36841147379573,
          470.70469536169213,
          -1283.0272164956377,
          -248.40006381630883,
          -171.858060338752,
          -1210.5036460318381,
          -1425.8750275896668,
          -1611.7072460723623,
          -1143.4279957207266,
          -2017.0748693040032,
          -1744.7987686700674,
          -649.7578448307539,
          -1451.5034025558725,
          -709.3147709117081,
          -1299.557772571887,
          -1227.513063678232,
          -467.9274389505938,
          269.8073511633465,
          449.8686563902634,
          -71.2988518040048,
          6.842583117924574,
          -275.26939388714925,
          -784.8635907134925,
          -1871.8239279397087,
          -1527.0557407638637,
          -14.400078409816441,
          -628.3896261948082,
          -1365.6516771461977,
          3.3238555984665945,
          -1529.9855354102206,
          -690.4565646551332,
          -1153.5126934775185,
          -1214.3357816061998,
          -210.60715126834992,
          -1465.4980832145636,
          -750.1862309514818,
          -1641.8384565186905,
          -1109.549774506093,
          -661.4081391445253,
          -93.70774062411068,
          -76.60351349267472,
          -728.1785003611442,
          -2060.083259371731,
          -2112.6263294488353,
          -2022.4264204436731,
          -331.95846798623813,
          452.24847033272084,
          -1939.0455005180565,
          -1093.740296694275,
          -1223.497982201081,
          -267.0817116225969,
          165.64738024310373,
          -596.5389259654854,
          -885.3382954965119,
          -640.3801241742361,
          -1972.9639503347241,
          -1429.3971377593841,
          -796.5446554035756,
          -1086.64915652309,
          -1063.243607322456,
          42.84715252179688,
          -225.46587150751355,
          -1582.824556607406,
          -412.7108510192128,
          -1526.0053054068567,
          -789.4159763896608,
          -2079.3906745787917,
          -1725.90824549852,
          -892.8684687673451,
          -1476.4172148887133,
          -1576.1424306109081,
          -497.01036692987515,
          284.90325412540415,
          -696.5815897772757,
          17.17405844696314,
          17.393485115089856,
          30.871183311929208,
          -1240.7040498583724,
          -1894.5284474847372,
          -1885.2518814535479,
          -1438.9146720676847,
          -1929.6193955565952,
          -43.117531084212985,
          210.06963420726356,
          -1869.4554833234827,
          -1442.5224502693693,
          -518.9520354795142,
          -1410.8046753870487,
          -746.5261462132671,
          103.87102411647446,
          -1454.2433682693231,
          -627.0749371819594,
          95.17059326151303,
          -2112.6469185405176,
          -662.1235415298567,
          -1069.0764499115464,
          -1056.35258355448,
          -1716.3288726468575,
          -1082.0055445067014,
          -0.1316900945222297,
          396.4441079210414,
          -2069.531539945082,
          -1664.1488942314663,
          -877.2170277462523,
          -996.0497594869819,
          -2065.9308893584534,
          598.5776418225565,
          390.70347837281287,
          -438.426455313425,
          -520.2139885750566,
          -930.5072418175733,
          -1316.106157198392,
          -1366.6583800542844,
          -2014.22482730919,
          -615.0493988900079,
          -1936.343166284592,
          -1992.8431564736134,
          -2031.8456425396628,
          -1809.4379418425476,
          414.231744560944,
          269.7380074774492,
          580.2928093048,
          -1861.9881911482921,
          378.71818198942515,
          -2074.8975195144485,
          -1362.5502496967683,
          -1392.7311899933536,
          -853.5447979428492,
          -1047.8753802343035,
          -693.5517101110908,
          318.7481520516631,
          -615.3487330454005,
          -1405.6728143076898,
          -1067.0298355529353,
          -568.972731720542,
          470.6905858422139,
          -2043.3336109690026,
          -689.287570575781,
          -1768.432401493365,
          -2063.723158124188,
          447.85940009607475,
          138.83271159986447,
          -1139.1858236392977,
          -66.9499211055045,
          -389.36286996159583,
          -348.64599438897733,
          -2085.50701775058,
          -379.90360901189945,
          -1559.1579268689636,
          -2060.3043042370696,
          -1695.0214265424358,
          497.87182632489197,
          -1070.0622973530074,
          -1006.4892042644584,
          -1360.6743178167421,
          -315.96470249073224,
          -1503.7310992154323,
          -1441.3928235289575,
          -753.1282361214138,
          -654.0760616768604,
          -1797.009152964127,
          -1952.2827701952785,
          -398.8236966628958,
          -1169.0943803799546,
          -2073.50574094413,
          -662.1321553806655,
          -807.334124691709,
          463.3361879830166,
          -1921.3423412330924,
          -1076.5247241635257,
          -1980.7655640219261,
          -1367.0803354475026,
          -1084.2042733861656,
          534.2254413923522,
          -1890.514577326081,
          312.95005029682716,
          -1106.6299155703996,
          -2167.724607747924,
          -333.36187137398935,
          -1495.9183835154795,
          -820.4560249849526,
          -512.3852366715558,
          -1729.5680701071376,
          -1660.4409327804633,
          -1667.2255638289105,
          -1944.4383731977305,
          -490.4938910473471,
          305.1278515868503,
          -275.9311066564581,
          -321.6441290828849,
          -580.9809620991582,
          -252.78219913243646,
          -2089.1069175746343,
          148.21145230991343,
          -381.9754532697423,
          -26.660552297350748,
          -211.54435939252696,
          -780.2249798087082,
          -1864.32511123521,
          -2144.585878869295,
          122.50957703210692,
          229.11878165357828,
          -312.19254374606817,
          -1167.5317331571584,
          -1590.7387747059913,
          194.0323456789542,
          285.09658326161565,
          -1269.11264509149,
          468.2910290656924,
          -651.7475836400098,
          -1759.6794816722802,
          215.86143980067152,
          -1888.4455270743733,
          -378.2794361445451,
          -248.37071116891747,
          -366.88949418380275,
          36.187734285666835,
          283.169442704969,
          -1276.4467577870462,
          -1082.0202521712863,
          198.40032677716206,
          -585.7615560537163,
          -656.7053039373753,
          -1443.2786912072222,
          -1596.4259209492227,
          -487.2404410907899,
          176.95137875973077,
          -245.02208667586146,
          -147.21289551648567,
          -1882.391207227774,
          267.62344655006837,
          -1404.4478069627587,
          -876.4900549159227,
          -1200.4012518790876,
          -268.59020350772204,
          -287.5749959363032,
          -755.7666049236076,
          -425.76018416543246,
          -1466.7521963413408,
          114.42913233935055,
          -637.6410728083926,
          259.89931273798953,
          -1438.943318369814,
          -1556.527703799503,
          -1306.4469952318057,
          -929.7062626864993,
          535.5557346492917,
          -1275.3343253441074,
          141.8347419925362,
          -1382.5447481472625,
          -2089.5535754562216,
          -1965.3137846967788,
          -1983.9711256223013,
          -1092.219248471729,
          -887.7920305825126,
          -1520.4438172490077,
          -573.5387393115371,
          -579.9915360406693,
          -1390.4866272910967,
          -2086.8031744574005,
          -886.51737279162,
          -348.77664518991503,
          12.891324297188445,
          -1398.618184062609,
          -53.88663516791261,
          -741.3398214827997,
          -1347.7165265425538,
          -1797.365870749173,
          -911.0812824057808,
          -2094.5389069631483,
          414.2092699935655,
          -2085.674093519015,
          -885.6791734664752,
          -1461.684700941797,
          -2127.3424751925913,
          -1883.006518892808,
          593.2926149823907,
          100.20352447657174,
          -2118.0903003274925,
          -1442.0311632566966,
          -308.77369891860053,
          583.2418012215996,
          -2029.152369222108,
          -19.837934068863184,
          -959.859580805623,
          -125.68977821326398,
          -641.158985109065,
          392.20784335735505,
          -2114.0373338181603,
          -1695.0396564537725,
          -1044.6351511735022,
          -2058.737845984902,
          9.453059311007276,
          -1562.9908295268078,
          -2054.855519578736,
          -1745.3429006338224,
          147.15402321675052,
          -2033.2316435541504,
          -1583.4402704084623,
          -2064.1775553127677,
          344.4546855866162,
          394.30675509994916,
          -2011.6581490552692,
          -527.6401726742685,
          -956.4985314382102,
          -463.7502288770285,
          -519.6512018176151,
          -742.3180106642197,
          -989.1799916916349,
          -2139.1637624902137,
          155.8918795706648,
          -1660.5177953649447,
          -1051.0292316855268,
          -1971.3303349730197,
          -892.6461205182954,
          -588.7747972714004,
          -976.3974812007757,
          -1504.903115168779,
          -14.378395775238317,
          -1999.0242179497927,
          -192.17361089445797,
          -590.9920959653947,
          -291.39509848977565,
          318.9841589389233,
          87.57796588337922,
          -1426.4730032324735,
          -903.2638499603503,
          243.22206170890325,
          -1516.3263064620746,
          -627.0688582203908,
          -2156.972048616963,
          -1554.6434274047774,
          -184.00220643777885,
          -1405.746110093782,
          -1572.527512785566,
          -1005.5673092640917,
          494.1817710009126,
          96.89319854566186,
          -927.7689313275777,
          -1748.026966076599,
          -2045.35529221902,
          -772.0238801411405,
          -468.3484854245562,
          -2065.0661440593,
          -1788.8508527207237,
          -336.631554520911,
          -890.8626847633366,
          -60.962308416667696,
          -557.6489381983356,
          569.6284855005532,
          -459.9761495444125,
          -2108.5946998406484,
          -2061.0014776820044,
          -632.2950045934042,
          -98.59314077329296,
          -1862.8346781368687,
          -366.9034896102913,
          -1915.6932927822158,
          -1202.4693576471632,
          -423.03482767033034,
          -1133.428577905492,
          -1132.1500783761721,
          463.3164363670115,
          -997.91018835845,
          -2160.2299330986625,
          -1796.4411384526752,
          -14.335945993399461,
          -945.9538725498456,
          -501.76770223277435,
          -339.89662985583374,
          -1010.2536245713196,
          229.1881028298147,
          -1191.2801890121025,
          -554.8757014294836,
          169.48400658900735,
          -1263.5179637743518,
          -1956.813652530198,
          -328.61234149536244,
          -1816.0317978044238,
          -446.31156747632997,
          423.5422883407233,
          141.78421565929256,
          -1244.5917154547155,
          -1686.4019579407984,
          -1921.573609350801,
          -1664.1252231301137,
          -1816.1487367715113,
          -697.8145938470662,
          -652.0056732580884,
          -1577.6537465405154,
          33.33432435672162,
          -1516.9521513051084,
          -1743.9329767259715,
          -1182.6684155278463,
          -1970.9239546359743,
          -1607.1324349278193,
          -259.54229550041856,
          582.6708042134727,
          -757.0624019515741,
          393.3603985133641,
          -1438.7450378422752,
          -2022.4388839753822,
          -1035.0611604175247,
          -2079.3272783103876,
          -696.3533094064297,
          -1871.8121743042977,
          -1719.5665237565145,
          -2125.7178996895286,
          -1737.4991924098592,
          -1744.8198276683777,
          -576.5565536358796,
          -2159.702361066114,
          -1246.4771898700742,
          -1313.862358142403,
          -1091.9352694872232,
          524.1943332966159,
          -1722.7397136326258,
          -808.7666181866617,
          -1976.079807245781,
          -1153.4850899802295,
          -1210.7410466792774,
          -909.7550625481612,
          -1002.303535883907,
          -228.43153551707445,
          -1404.4986347177319,
          -1656.8336994700073,
          -955.7720317573747,
          -28.461131424628586,
          -1735.892371695692,
          -1690.3349793268023,
          -1242.3932336134312,
          -760.8428640461385,
          -176.67310731020433,
          -1443.2853387961688,
          -1585.0185297447313,
          -1156.7455071056668,
          -1120.7856988460373,
          -938.9762175846021,
          -848.348007805479,
          -364.22787438276583,
          -1240.8917733358758,
          355.1796021595705,
          -1976.7714317305745,
          -121.61931819223898,
          -1567.22524184113,
          -2105.8342238387536,
          -387.6658723220832,
          -1250.37772124211,
          -2148.6623873397634,
          -1751.7108483573238,
          -1177.191668005449,
          -741.3557782744607,
          -1346.637219718152,
          256.2326643525248,
          -1671.500219467106,
          -1002.5346458098683,
          -1035.264004566822,
          -123.46007372770943,
          -175.437560273193,
          -1042.7458097077024,
          -472.3792063668758,
          402.69380480094236,
          -1444.1770247365077,
          -1400.8408117437043,
          -1419.4828578001063,
          -1120.7919037215552,
          -1366.6061109022191,
          162.49482624024168,
          -233.57346731412656,
          -1766.8109391434148,
          -892.418014158039,
          -2013.4790458546831,
          -1620.9432915628233,
          -807.2115546147537,
          -696.5417442174348,
          -1295.9230883474115,
          -1830.5762193245548,
          -1261.4263801751483,
          173.3584609033787,
          -2019.0889532281924,
          -1076.477042287817,
          -2031.8786470221542,
          111.53427643894439,
          -2125.545197458717,
          -792.9639293514572,
          607.3482498234278,
          -1232.6031201892436,
          -1251.5994987194958,
          -836.3701084273946,
          -279.11833536194865,
          -1214.3474688208087,
          -1548.2234274164573,
          515.0239323687227,
          -2124.853041170657,
          376.9150291431887,
          84.65530084267492,
          -145.74750808094194,
          -676.1761166067221,
          131.119017727508,
          11.592808761268055,
          -1508.3058619574992,
          -2088.231240227609,
          -2057.6408954731273,
          -1741.6953915812094,
          -1213.0106632878087,
          -2040.9370248708035,
          574.5160979087528,
          -1383.4263067647762,
          -1406.4312963106734,
          -1910.5911112754525,
          -1876.17353367175,
          -1513.6804151098663,
          126.78263958396616,
          502.5828499839815,
          -2034.542474089657,
          -2063.384909761444,
          -2113.3750768326613,
          -1607.1598667539827,
          -443.94458439963967,
          -1766.5123893119778,
          -636.6794715094829,
          -1916.5814559377998,
          -255.21147378377063,
          -1004.3620159700664,
          -736.1877694706117,
          -1221.910721472816,
          -828.884264719788,
          579.0696488893465,
          -1240.3634967179569,
          -1086.4652487054736,
          -1988.7886307720933,
          -2111.3067086266115,
          -767.7205334251653,
          -499.98837007835965,
          -248.39228052686934,
          -1663.2325904695226,
          526.2316619339432,
          397.78604294231485,
          -1869.0874838775492,
          -1198.158755542639,
          -1878.4406134265992,
          -765.1850694463685,
          -1095.7401982008655,
          -2045.3623631699327,
          -1896.1785895489686,
          -1920.508791979575,
          -472.9710517890434,
          -1360.6713767636277,
          -2120.824912683436,
          -1971.3062778411545,
          -53.486076155488,
          -1732.21134523574,
          -381.58056493277286,
          -1590.7572902815493,
          -1216.6115988112683,
          296.31581846812713,
          -616.5159624653281,
          94.3336634500209,
          -904.4087667873872,
          -2022.3198957048132,
          -988.5171363978203,
          -716.5345989050471,
          -548.0029323788171,
          -1939.0428253283578,
          -163.85504426682257,
          -1184.4878617454242,
          -303.5232192643325,
          -453.7127590269174,
          -1916.174186200525,
          -1209.680630022096,
          -1762.0111459557565,
          -1545.781095659401,
          -980.7086026395848,
          -1163.495417378928,
          -650.197948186904,
          -1570.742143761789,
          -1276.4982575598535,
          603.3198435097862,
          -1263.4454617845956,
          -1035.6838358589648,
          -693.2915796959982,
          -52.152956665115354,
          -1433.6666658345637,
          -757.4112011671455,
          -1360.7098919911257,
          -1660.2419970580356,
          -1375.3048839390478,
          -2194.8963623423124,
          -1719.294380746783,
          -98.61333102806435,
          -53.13353212471734,
          18.836336969529196,
          -1489.3196731434905,
          -752.4120945195267,
          -962.2241057688202,
          -2116.08884456148,
          -1513.6628324732676,
          -969.7983046024148,
          -64.87152794737747,
          -1292.9242037507445,
          -336.6198467322465,
          396.43436556949683,
          99.18068103439795,
          -2111.236957098894,
          -245.10745486005112,
          140.56128760596908,
          -627.4849952758569,
          -1276.1197112762331,
          -2035.1758520156898,
          -1036.468109044254,
          42.70072475371154,
          -1436.0891421262631,
          -1704.987302877675,
          592.6741604796463,
          -788.0119488518751,
          -666.4578905221387,
          -837.235781023971,
          -1153.4737203765283,
          -1941.7417458183484,
          -1680.1965450495434,
          -1500.34983326098,
          -719.529921535865,
          108.94408252598184,
          -1383.2227363710858,
          -1808.027718812078,
          -101.08954480377331,
          -1072.8099139084347,
          -2069.477782016921,
          -1022.2790419429435,
          40.922762464706175,
          -1114.6963976048548,
          378.69613660402655,
          -1979.3885965564139,
          478.47175190434695,
          -1787.9020782643781,
          -603.0311222225799,
          -631.0286172755008,
          475.41622139180566,
          -525.8095980748107,
          -831.2650214347906,
          -1270.4665041398364,
          -954.1845573926244,
          -1808.0884781544448,
          -468.6759312512224,
          -532.9807171846743,
          -1503.3374012663398,
          -1928.5244628611085,
          -2041.2759726243446,
          -1025.7437444314412,
          -1530.9995412360126,
          422.5506146287663,
          -1522.7411757212633,
          -541.6866944984728,
          -77.95199894850406,
          329.2109847412001,
          -174.30800998550328,
          -900.0951764463003,
          -1542.9951105006123,
          -745.5658371990703,
          -620.7591044685058,
          -1649.7721774318197,
          -1530.9689473791584,
          -1222.2775312249398,
          -1976.7080280213602,
          -1879.868328008831,
          184.4900147192875,
          -170.08973697156102,
          -2086.8788865628976,
          -1404.2418920522205,
          -2087.5479629301853,
          -1036.528960439186,
          -2147.350617985247,
          -273.86155750593923,
          20.190757959576082,
          -2159.634449191911,
          -43.04556036955195,
          -539.9926369416859,
          -1372.871387970796,
          -383.86149139885146,
          -46.62448265964128,
          -1473.5349733574262,
          -782.1847459354444,
          -1274.4670297377138,
          -423.0659111873642,
          -1135.6194362608296,
          -423.5498200065305,
          77.80129023740355,
          -903.3105092526874,
          -816.5462676410335,
          112.56442834360317,
          -961.3328527680169,
          -1074.9889195816718,
          -1667.0082789179562,
          -2052.8265367450053,
          -2091.823394362465,
          399.36841147379573,
          470.70469536169213,
          -1283.0272164956377,
          -248.40006381630883,
          -171.858060338752,
          -1210.5036460318381,
          -1425.8750275896668,
          -1611.7072460723623,
          -1143.4279957207266,
          -2017.0748693040032,
          -1744.7987686700674,
          -649.7578448307539,
          -1451.5034025558725,
          -709.3147709117081,
          -1299.557772571887,
          -1227.513063678232,
          -467.9274389505938,
          269.8073511633465,
          449.8686563902634,
          -71.2988518040048,
          6.842583117924574,
          -275.26939388714925,
          -784.8635907134925,
          -1871.8239279397087,
          -1527.0557407638637,
          -14.400078409816441,
          -628.3896261948082,
          -1365.6516771461977,
          3.3238555984665945,
          -1529.9855354102206,
          -690.4565646551332,
          -1153.5126934775185,
          -1214.3357816061998,
          -210.60715126834992,
          -1465.4980832145636,
          -750.1862309514818,
          -1641.8384565186905,
          -1109.549774506093,
          -661.4081391445253,
          -93.70774062411068,
          -76.60351349267472,
          -728.1785003611442,
          -2060.083259371731,
          -2112.6263294488353,
          -2022.4264204436731,
          -331.95846798623813,
          452.24847033272084,
          -1939.0455005180565,
          -1093.740296694275,
          -1223.497982201081,
          -267.0817116225969,
          165.64738024310373,
          -596.5389259654854,
          -885.3382954965119,
          -640.3801241742361,
          -1972.9639503347241,
          -1429.3971377593841,
          -796.5446554035756,
          -1086.64915652309,
          -1063.243607322456,
          42.84715252179688,
          -225.46587150751355,
          -1582.824556607406,
          -412.7108510192128,
          -1526.0053054068567,
          -789.4159763896608,
          -2079.3906745787917,
          -1725.90824549852,
          -892.8684687673451,
          -1476.4172148887133,
          -1576.1424306109081,
          -497.01036692987515,
          284.90325412540415,
          -696.5815897772757,
          17.17405844696314,
          17.393485115089856,
          30.871183311929208,
          -1240.7040498583724,
          -1894.5284474847372,
          -1885.2518814535479,
          -1438.9146720676847,
          -1929.6193955565952,
          -43.117531084212985,
          210.06963420726356,
          -1869.4554833234827,
          -1442.5224502693693,
          -518.9520354795142,
          -1410.8046753870487,
          -746.5261462132671,
          103.87102411647446,
          -1454.2433682693231,
          -627.0749371819594,
          95.17059326151303,
          -2112.6469185405176,
          -662.1235415298567,
          -1069.0764499115464,
          -1056.35258355448,
          -1716.3288726468575,
          -1082.0055445067014,
          -0.1316900945222297,
          396.4441079210414,
          -2069.531539945082,
          -1664.1488942314663,
          -877.2170277462523,
          -996.0497594869819,
          -2065.9308893584534,
          598.5776418225565,
          390.70347837281287,
          -438.426455313425,
          -520.2139885750566,
          -930.5072418175733,
          -1316.106157198392,
          -1366.6583800542844,
          -2014.22482730919,
          -615.0493988900079,
          -1936.343166284592,
          -1992.8431564736134,
          -2031.8456425396628,
          -1809.4379418425476,
          414.231744560944,
          269.7380074774492,
          580.2928093048,
          -1861.9881911482921,
          378.71818198942515,
          -2074.8975195144485,
          -1362.5502496967683,
          -1392.7311899933536,
          -853.5447979428492,
          -1047.8753802343035,
          -693.5517101110908,
          318.7481520516631,
          -615.3487330454005,
          -1405.6728143076898,
          -1067.0298355529353,
          -568.972731720542,
          470.6905858422139,
          -2043.3336109690026,
          -689.287570575781,
          -1768.432401493365,
          -2063.723158124188,
          447.85940009607475,
          138.83271159986447,
          -1139.1858236392977,
          -66.9499211055045,
          -389.36286996159583,
          -348.64599438897733,
          -2085.50701775058,
          -379.90360901189945,
          -1559.1579268689636,
          -2060.3043042370696,
          -1695.0214265424358,
          497.87182632489197,
          -1070.0622973530074,
          -1006.4892042644584,
          -1360.6743178167421,
          -315.96470249073224,
          -1503.7310992154323,
          -1441.3928235289575,
          -753.1282361214138,
          -654.0760616768604,
          -1797.009152964127,
          -1952.2827701952785,
          -398.8236966628958,
          -1169.0943803799546,
          -2073.50574094413,
          -662.1321553806655,
          -807.334124691709,
          463.3361879830166,
          -1921.3423412330924,
          -1076.5247241635257,
          -1980.7655640219261,
          -1367.0803354475026,
          -1084.2042733861656,
          534.2254413923522,
          -1890.514577326081,
          312.95005029682716,
          -1106.6299155703996,
          -2167.724607747924,
          -333.36187137398935,
          -1495.9183835154795,
          -820.4560249849526,
          -512.3852366715558,
          -1729.5680701071376,
          -1660.4409327804633,
          -1667.2255638289105,
          -1944.4383731977305,
          -490.4938910473471,
          305.1278515868503,
          -275.9311066564581,
          -321.6441290828849,
          -580.9809620991582,
          -252.78219913243646,
          -2089.1069175746343,
          148.21145230991343,
          -381.9754532697423,
          -26.660552297350748,
          -211.54435939252696,
          -780.2249798087082,
          -1864.32511123521,
          -2144.585878869295,
          122.50957703210692,
          229.11878165357828,
          -312.19254374606817,
          -1167.5317331571584,
          -1590.7387747059913,
          194.0323456789542,
          285.09658326161565,
          -1269.11264509149,
          468.2910290656924,
          -651.7475836400098,
          -1759.6794816722802,
          215.86143980067152,
          -1888.4455270743733,
          -378.2794361445451,
          -248.37071116891747,
          -366.88949418380275,
          36.187734285666835,
          283.169442704969,
          -1276.4467577870462,
          -1082.0202521712863,
          198.40032677716206,
          -585.7615560537163,
          -656.7053039373753,
          -1443.2786912072222,
          -1596.4259209492227,
          -487.2404410907899,
          176.95137875973077,
          -245.02208667586146,
          -147.21289551648567,
          -1882.391207227774,
          267.62344655006837,
          -1404.4478069627587,
          -876.4900549159227,
          -1200.4012518790876,
          -268.59020350772204,
          -287.5749959363032,
          -755.7666049236076,
          -425.76018416543246,
          -1466.7521963413408,
          114.42913233935055,
          -637.6410728083926,
          259.89931273798953,
          -1438.943318369814,
          -1556.527703799503,
          -1306.4469952318057,
          -929.7062626864993,
          535.5557346492917,
          -1275.3343253441074,
          141.8347419925362,
          -1382.5447481472625,
          -2089.5535754562216,
          -1965.3137846967788,
          -1983.9711256223013,
          -1092.219248471729,
          -887.7920305825126,
          -1520.4438172490077,
          -573.5387393115371,
          -579.9915360406693,
          -1390.4866272910967,
          -2086.8031744574005,
          -886.51737279162,
          -348.77664518991503,
          12.891324297188445,
          -1398.618184062609,
          -53.88663516791261,
          -741.3398214827997,
          -1347.7165265425538,
          -1797.365870749173,
          -911.0812824057808,
          -2094.5389069631483,
          414.2092699935655,
          -2085.674093519015,
          -885.6791734664752,
          -1461.684700941797,
          -2127.3424751925913,
          -1883.006518892808,
          593.2926149823907,
          100.20352447657174,
          -2118.0903003274925,
          -1442.0311632566966,
          -308.77369891860053,
          583.2418012215996,
          -2029.152369222108,
          -19.837934068863184,
          -959.859580805623,
          -125.68977821326398,
          -641.158985109065,
          392.20784335735505,
          -2114.0373338181603,
          -1695.0396564537725,
          -1044.6351511735022,
          -2058.737845984902,
          9.453059311007276,
          -1562.9908295268078,
          -2054.855519578736,
          -1745.3429006338224,
          147.15402321675052,
          -2033.2316435541504,
          -1583.4402704084623,
          -2064.1775553127677,
          344.4546855866162,
          394.30675509994916,
          -2011.6581490552692,
          -527.6401726742685,
          -956.4985314382102,
          -463.7502288770285,
          -519.6512018176151,
          -742.3180106642197,
          -989.1799916916349,
          -2139.1637624902137,
          155.8918795706648,
          -1660.5177953649447,
          -1051.0292316855268,
          -1971.3303349730197,
          -892.6461205182954,
          -588.7747972714004,
          -976.3974812007757,
          -1504.903115168779,
          -14.378395775238317,
          -1999.0242179497927,
          -192.17361089445797,
          -590.9920959653947,
          -291.39509848977565,
          318.9841589389233,
          87.57796588337922,
          -1426.4730032324735,
          -903.2638499603503,
          243.22206170890325,
          -1516.3263064620746,
          -627.0688582203908,
          -2156.972048616963,
          -1554.6434274047774,
          -184.00220643777885,
          -1405.746110093782,
          -1572.527512785566,
          -1005.5673092640917,
          494.1817710009126,
          96.89319854566186,
          -927.7689313275777,
          -1748.026966076599,
          -2045.35529221902,
          -772.0238801411405,
          -468.3484854245562,
          -2065.0661440593,
          -1788.8508527207237,
          -336.631554520911,
          -890.8626847633366,
          -60.962308416667696,
          -557.6489381983356,
          569.6284855005532,
          -459.9761495444125,
          -2108.5946998406484,
          -2061.0014776820044,
          -632.2950045934042,
          -98.59314077329296,
          -1862.8346781368687,
          -366.9034896102913,
          -1915.6932927822158,
          -1202.4693576471632,
          -423.03482767033034,
          -1133.428577905492,
          -1132.1500783761721,
          463.3164363670115,
          -997.91018835845,
          -2160.2299330986625,
          -1796.4411384526752,
          -14.335945993399461,
          -945.9538725498456,
          -501.76770223277435,
          -339.89662985583374,
          -1010.2536245713196,
          229.1881028298147,
          -1191.2801890121025,
          -554.8757014294836,
          169.48400658900735,
          -1263.5179637743518,
          -1956.813652530198,
          -328.61234149536244,
          -1816.0317978044238,
          -446.31156747632997,
          423.5422883407233,
          141.78421565929256,
          -1244.5917154547155,
          -1686.4019579407984,
          -1921.573609350801,
          -1664.1252231301137,
          -1816.1487367715113,
          -697.8145938470662,
          -652.0056732580884,
          -1577.6537465405154,
          33.33432435672162,
          -1516.9521513051084,
          -1743.9329767259715,
          -1182.6684155278463,
          -1970.9239546359743,
          -1607.1324349278193,
          -259.54229550041856,
          582.6708042134727,
          -757.0624019515741,
          393.3603985133641,
          -1438.7450378422752,
          -2022.4388839753822,
          -1035.0611604175247,
          -2079.3272783103876,
          -696.3533094064297,
          -1871.8121743042977,
          -1719.5665237565145,
          -2125.7178996895286,
          -1737.4991924098592,
          -1744.8198276683777,
          -576.5565536358796,
          -2159.702361066114,
          -1246.4771898700742,
          -1313.862358142403,
          -1091.9352694872232,
          524.1943332966159,
          -1722.7397136326258,
          -808.7666181866617,
          -1976.079807245781,
          -1153.4850899802295,
          -1210.7410466792774,
          -909.7550625481612,
          -1002.303535883907,
          -228.43153551707445,
          -1404.4986347177319,
          -1656.8336994700073,
          -955.7720317573747,
          -28.461131424628586,
          -1735.892371695692,
          -1690.3349793268023,
          -1242.3932336134312,
          -760.8428640461385,
          -176.67310731020433,
          -1443.2853387961688,
          -1585.0185297447313,
          -1156.7455071056668,
          -1120.7856988460373,
          -938.9762175846021,
          -848.348007805479,
          -364.22787438276583,
          -1240.8917733358758,
          355.1796021595705,
          -1976.7714317305745,
          -121.61931819223898,
          -1567.22524184113,
          -2105.8342238387536,
          -387.6658723220832,
          -1250.37772124211,
          -2148.6623873397634,
          -1751.7108483573238,
          -1177.191668005449,
          -741.3557782744607,
          -1346.637219718152,
          256.2326643525248,
          -1671.500219467106,
          -1002.5346458098683,
          -1035.264004566822,
          -123.46007372770943,
          -175.437560273193,
          -1042.7458097077024,
          -472.3792063668758,
          402.69380480094236,
          -1444.1770247365077,
          -1400.8408117437043,
          -1419.4828578001063,
          -1120.7919037215552,
          -1366.6061109022191,
          162.49482624024168,
          -233.57346731412656,
          -1766.8109391434148,
          -892.418014158039,
          -2013.4790458546831,
          -1620.9432915628233,
          -807.2115546147537,
          -696.5417442174348,
          -1295.9230883474115,
          -1830.5762193245548,
          -1261.4263801751483,
          173.3584609033787,
          -2019.0889532281924,
          -1076.477042287817,
          -2031.8786470221542,
          111.53427643894439,
          -2125.545197458717,
          -792.9639293514572,
          607.3482498234278,
          -1232.6031201892436,
          -1251.5994987194958,
          -836.3701084273946,
          -279.11833536194865,
          -1214.3474688208087,
          -1548.2234274164573,
          515.0239323687227,
          -2124.853041170657,
          376.9150291431887,
          84.65530084267492,
          -145.74750808094194,
          -676.1761166067221,
          131.119017727508,
          11.592808761268055,
          -1508.3058619574992,
          -2088.231240227609,
          -2057.6408954731273,
          -1741.6953915812094,
          -1213.0106632878087,
          -2040.9370248708035,
          574.5160979087528,
          -1383.4263067647762,
          -1406.4312963106734,
          -1910.5911112754525,
          -1876.17353367175,
          -1513.6804151098663,
          126.78263958396616,
          502.5828499839815,
          -2034.542474089657,
          -2063.384909761444,
          -2113.3750768326613,
          -1607.1598667539827,
          -443.94458439963967,
          -1766.5123893119778,
          -636.6794715094829,
          -1916.5814559377998,
          -255.21147378377063,
          -1004.3620159700664,
          -736.1877694706117,
          -1221.910721472816,
          -828.884264719788,
          579.0696488893465,
          -1240.3634967179569,
          -1086.4652487054736,
          -1988.7886307720933,
          -2111.3067086266115,
          -767.7205334251653,
          -499.98837007835965,
          -248.39228052686934,
          -1663.2325904695226,
          526.2316619339432,
          397.78604294231485,
          -1869.0874838775492,
          -1198.158755542639,
          -1878.4406134265992,
          -765.1850694463685,
          -1095.7401982008655,
          -2045.3623631699327,
          -1896.1785895489686,
          -1920.508791979575,
          -472.9710517890434,
          -1360.6713767636277,
          -2120.824912683436,
          -1971.3062778411545,
          -53.486076155488,
          -1732.21134523574,
          -381.58056493277286,
          -1590.7572902815493,
          -1216.6115988112683,
          296.31581846812713,
          -616.5159624653281,
          94.3336634500209,
          -904.4087667873872,
          -2022.3198957048132,
          -988.5171363978203,
          -716.5345989050471,
          -548.0029323788171,
          -1939.0428253283578,
          -163.85504426682257,
          -1184.4878617454242,
          -303.5232192643325,
          -453.7127590269174,
          -1916.174186200525,
          -1209.680630022096,
          -1762.0111459557565,
          -1545.781095659401,
          -980.7086026395848,
          -1163.495417378928,
          -650.197948186904,
          -1570.742143761789,
          -1276.4982575598535,
          603.3198435097862,
          -1263.4454617845956,
          -1035.6838358589648,
          -693.2915796959982,
          -52.152956665115354,
          -1433.6666658345637,
          -757.4112011671455,
          -1360.7098919911257,
          -1660.2419970580356,
          -1375.3048839390478,
          -2194.8963623423124,
          -1719.294380746783,
          -98.61333102806435,
          -53.13353212471734,
          18.836336969529196,
          -1489.3196731434905,
          -752.4120945195267,
          -962.2241057688202,
          -2116.08884456148,
          -1513.6628324732676,
          -969.7983046024148,
          -64.87152794737747,
          -1292.9242037507445,
          -336.6198467322465,
          396.43436556949683,
          99.18068103439795,
          -2111.236957098894,
          -245.10745486005112,
          140.56128760596908,
          -627.4849952758569,
          -1276.1197112762331,
          -2035.1758520156898,
          -1036.468109044254,
          42.70072475371154,
          -1436.0891421262631,
          -1704.987302877675,
          592.6741604796463,
          -788.0119488518751,
          -666.4578905221387,
          -837.235781023971,
          -1153.4737203765283,
          -1941.7417458183484,
          -1680.1965450495434,
          -1500.34983326098,
          -719.529921535865,
          108.94408252598184,
          -1383.2227363710858,
          -1808.027718812078,
          -101.08954480377331,
          -1072.8099139084347,
          -2069.477782016921,
          -1022.2790419429435,
          40.922762464706175,
          -1114.6963976048548,
          378.69613660402655,
          -1979.3885965564139,
          478.47175190434695,
          -1787.9020782643781,
          -603.0311222225799,
          -631.0286172755008,
          475.41622139180566,
          -525.8095980748107,
          -831.2650214347906,
          -1270.4665041398364,
          -954.1845573926244,
          -1808.0884781544448,
          -468.6759312512224,
          -532.9807171846743,
          -1503.3374012663398,
          -1928.5244628611085,
          -2041.2759726243446,
          -1025.7437444314412
         ],
         "y": [
          -56.36644631866416,
          2.2298124194532933,
          71.29338613609355,
          -62.47508355317489,
          -55.61000188026323,
          -45.03747697202616,
          -20.994115248808892,
          -81.64067200014824,
          2.8270186409522085,
          16.736015600301325,
          -20.719328812934627,
          59.473923949469985,
          -71.48603987928604,
          -14.000697981843778,
          -56.106131459326754,
          -30.512430855093427,
          77.51949191613716,
          67.83034441282766,
          7.6814449352353735,
          -67.03267374383418,
          -75.38521972777433,
          -62.84911477117296,
          -53.64200704309892,
          -54.49462709177018,
          -43.06067811126833,
          -56.37217806508155,
          -47.82873098048304,
          35.71743419722418,
          -26.09138706638728,
          -6.559599261883628,
          -66.65030566220342,
          -53.5932898725154,
          -14.571576439363257,
          44.50321249544453,
          23.164521935993402,
          75.14930715857005,
          6.984136319816123,
          -88.79978432350518,
          84.99064966823542,
          28.17000525444469,
          4.547342587958049,
          -33.60758513132322,
          -74.05940125756673,
          65.80902541641849,
          -30.31386459369258,
          -67.3761838466206,
          -47.53379000468633,
          106.97573393303335,
          86.10675752323255,
          67.15812055864544,
          21.18343105651513,
          -42.07522687278629,
          -48.83346387552057,
          46.34704958858221,
          -29.413026559025248,
          51.602279788107275,
          -19.010391529902815,
          -23.69005552077477,
          -29.14094284655487,
          54.96523839837188,
          86.84792861419692,
          29.655033975106665,
          8.66862041331885,
          -13.656800648126877,
          -10.078063254961386,
          18.988245794720193,
          -69.96489675812037,
          -69.18776250348866,
          -50.53898622167866,
          -7.5479645832063245,
          14.31166609909309,
          124.7720914322735,
          64.85849514989657,
          17.816271358335474,
          -70.70640233935698,
          -1.4356108708594257,
          30.00164065445117,
          -27.124844841660476,
          115.59652916105873,
          -71.1010783604727,
          122.40895141128001,
          -50.22429223849052,
          77.70933137834878,
          -39.6335545528957,
          -8.555752547715084,
          107.75089322653147,
          -62.11534062448325,
          19.9278039738399,
          -6.828298821714378,
          -50.80870663009848,
          -18.560610801049055,
          -36.83709442377064,
          -62.01844418612472,
          40.27610731978288,
          -69.93137976609123,
          34.70277471802869,
          4.152951483505292,
          73.18871386340734,
          -20.657277302712576,
          -62.346286733657,
          -15.767862369187519,
          31.160645614035236,
          29.812804765915356,
          -25.701461379041522,
          -34.736546425771344,
          26.10017018011526,
          -61.291551808008215,
          31.797419150957143,
          71.72708939525505,
          -19.11163857348673,
          -66.673554045114,
          28.54537962643476,
          44.24785823721996,
          -83.04978218679527,
          31.701597391507423,
          -35.56715921493201,
          9.87179245101448,
          7.257624295793013,
          -68.63507582844055,
          -36.42588274962517,
          -36.056668007093826,
          61.0573235693092,
          61.99122011452535,
          -6.886456800888306,
          -46.40722240523557,
          24.97615783728896,
          27.415222914520694,
          12.504890721809437,
          88.85817361700535,
          -23.90121332826392,
          -17.339947449420748,
          -54.28138715483015,
          81.99570131642265,
          17.40263433735405,
          -11.482670251245981,
          -16.564466762034638,
          56.43789077243242,
          18.67073682641773,
          35.36685916288306,
          -57.12420834231249,
          -26.28474846816843,
          -55.01324210689331,
          -69.133782328453,
          -68.15980168509228,
          -76.71115983522921,
          -6.409440546717656,
          9.13626289332312,
          -20.698288343337477,
          -66.04020086545067,
          5.195341308426557,
          -60.55414798507385,
          -65.17487545398802,
          113.10221587827715,
          -25.998646559369487,
          59.29948698736148,
          31.880937604751956,
          30.394799039217734,
          159.15400157766288,
          -78.96147966769819,
          -84.29231368644977,
          -36.70110168454515,
          -63.74150522995899,
          15.601550901441747,
          111.94998648784643,
          53.39834654656699,
          -50.19147973177162,
          -32.74269754812501,
          2.383335122349572,
          -62.71555720357624,
          49.29142422552942,
          20.756709773675613,
          -42.95490386631383,
          -29.10315309825202,
          -20.621960669400195,
          -66.04349658704432,
          47.62266071623315,
          -31.284182029242153,
          50.08267913091249,
          -20.25650966038076,
          -49.86858596312919,
          -8.88455811919805,
          -54.782324814841544,
          -49.66649217359282,
          -3.208840607363938,
          -19.85801890839516,
          -29.66082083061949,
          125.3376222090351,
          43.84443320941076,
          46.17463320994342,
          -73.24559881910582,
          -32.94575790271276,
          -65.11671961685022,
          30.40192538126693,
          3.462777840098589,
          120.7444532023343,
          -50.238647520990845,
          -47.629944698945685,
          5.710010248128967,
          144.48530667214033,
          -7.592117406268804,
          -39.052659475989465,
          9.897032830486932,
          82.83536624698688,
          8.232614541228942,
          45.704925746093515,
          -60.76184061687153,
          -25.85047989165463,
          6.217441496323629,
          74.13944546085143,
          8.170225732851343,
          -20.469618176356438,
          -59.69367186405327,
          16.25487446440987,
          -34.863291614394186,
          -45.64961050274698,
          24.410724893774024,
          -25.392873801434995,
          96.96299889976672,
          -15.681889339825805,
          -24.58050507949986,
          -47.289272414905945,
          -56.378364213309744,
          -70.44943844547018,
          0.40710246824197766,
          -6.371349046567664,
          34.011233847684295,
          123.31847609077289,
          -52.83888933880733,
          13.598438805419638,
          -42.58192403105003,
          90.77613193612585,
          48.714972462538014,
          -30.866012450313352,
          -25.55866086837209,
          -23.458627465222,
          -9.219388980591509,
          -14.217747516816667,
          10.157051536260248,
          -18.625189165040254,
          28.64514441951058,
          87.3713924878312,
          -50.563401097102044,
          -69.63026616931971,
          32.328319700541215,
          -30.478170352032297,
          24.387992888558458,
          -66.42965476589329,
          -39.33381481906923,
          -53.253232566786515,
          64.35073096434759,
          -34.955132215994105,
          -31.922333276837666,
          -51.00606401227536,
          83.2662393387544,
          -40.85449983342839,
          90.23881952318044,
          -11.00484509060728,
          -71.62546978936797,
          90.20847485382208,
          -71.24159820575127,
          56.944176714030604,
          -68.40273318476169,
          -85.11740457817832,
          -23.137073276415737,
          -82.55383926533896,
          -21.964822546543452,
          -24.920020250806218,
          129.7257604290416,
          -57.88685615164391,
          0.9701528197946839,
          -5.720682018462042,
          -23.587934614110985,
          114.18995888728578,
          -45.68608848718477,
          15.527002416989,
          -64.33224913505384,
          -59.58423823262174,
          -18.207940500205407,
          -27.891154864496187,
          -47.614107732837084,
          -69.676039765814,
          -24.83133731433493,
          23.188166130734388,
          127.96149212781461,
          69.08737386338339,
          -53.35837440276898,
          27.21341594225531,
          93.86494405023048,
          -55.61251841705274,
          97.93928928198788,
          -3.5295674760007723,
          -24.654857292906556,
          -61.643249976567496,
          -58.98819157676822,
          41.36634297784292,
          -11.518631987963158,
          56.956062009644896,
          71.48674243054877,
          5.607257270534044,
          77.59500777104151,
          39.59981014593596,
          -2.806891972193751,
          -19.620471534823444,
          -21.410442534546334,
          -46.96009709782309,
          -66.12279349089383,
          -90.86501042935551,
          21.79220366565051,
          -49.13990687468992,
          -47.59631111572134,
          80.80277908643883,
          -65.87057126647497,
          -43.24672665285321,
          -82.39373721053434,
          -8.121752578061209,
          -62.73237118947973,
          -72.61386409544005,
          -15.523933287689855,
          -34.99791505046382,
          -18.410309496402757,
          39.24248454406885,
          -49.903659740784335,
          -66.07806555522576,
          72.77655435983432,
          54.56457462887209,
          1.1801588071336035,
          -55.99572776607883,
          -35.51431449684701,
          -19.934417557097976,
          64.96133082882169,
          33.75444225731796,
          43.42224456016048,
          151.9418795149373,
          -49.72284468094088,
          2.6783708629414464,
          -23.05105078954872,
          5.034712172672838,
          -58.84734747008397,
          52.59005285743149,
          133.19725596023798,
          4.160970978507888,
          33.54826869518319,
          51.79044507485657,
          -30.00501282002365,
          5.208139146762902,
          -26.391136312736187,
          156.9378333182707,
          -58.34537334386334,
          -60.20875222186934,
          59.80370990399107,
          15.01966967817066,
          -55.08368631612703,
          -1.5513396946077371,
          81.14933021449777,
          -17.372290736625025,
          -62.17974079315579,
          -61.572605725211595,
          -17.91837012050146,
          -56.653454612693196,
          -62.09897516542301,
          54.69536167336421,
          -45.14543468515094,
          -71.64745734634003,
          39.20309238823474,
          57.98277092200879,
          9.39054435959611,
          -31.695185596962897,
          81.5815416658929,
          -47.88632311069202,
          -1.397405412982189,
          34.21907153739093,
          80.20934061651937,
          -93.94083128762108,
          -60.17068239252388,
          -7.349440803947427,
          -42.017208483323415,
          -21.5912756814855,
          13.90572812391841,
          -51.00967328787425,
          58.45943294142854,
          -64.81853588106682,
          135.34060289398664,
          -42.29017834049343,
          25.90059239295953,
          -76.98474263851404,
          8.908233129144964,
          65.87894924247152,
          44.795556336751936,
          -53.50061452832271,
          -21.259291361203108,
          -47.21494854795938,
          3.3527781617757277,
          -9.122289045822987,
          -56.9091742591711,
          2.0497233841315006,
          55.66720049739838,
          130.84263874902948,
          -34.97113924983245,
          9.640193849695825,
          -27.166049417257714,
          -14.469946611578038,
          -6.960506411295943,
          -1.814550740115305,
          -60.04229694467681,
          -6.6268311416509675,
          -63.45323376865716,
          -26.71935754870285,
          -17.626151147012173,
          -11.997048792091006,
          -9.262095479969148,
          59.39293874391587,
          72.86339924354095,
          -30.964365945468547,
          -25.52583565988365,
          47.90222653382632,
          49.67510108238772,
          18.71542811829288,
          -67.54747226111434,
          -31.721002096799882,
          17.665276151747687,
          -7.420166793526977,
          -64.31145304159386,
          65.66398207150576,
          -2.289111549565616,
          -17.395335696299068,
          21.280476775624553,
          -7.475030787817493,
          -39.545516769276155,
          -8.025454166410032,
          -44.540838203666056,
          -16.042289664750356,
          59.96952579752031,
          -41.865205078018,
          89.84100467869551,
          -72.39500031486882,
          38.27475398869672,
          -45.66481630546419,
          -35.49334128773005,
          -58.49617187268855,
          -74.37734100522387,
          -3.1938136763109473,
          -15.784822646825166,
          109.81172886738102,
          57.79995626077323,
          -27.132052381982323,
          -63.73618889058364,
          -31.95014969835094,
          6.923688719803191,
          40.51852207886168,
          -26.769546596870637,
          4.308568392058278,
          12.705536670082914,
          -70.1042765892611,
          -38.06458571089335,
          0.034830121546376734,
          -71.85873509936933,
          -53.68942318706305,
          -24.559956007941892,
          17.940345744840727,
          -18.503019601540192,
          -18.193706779331055,
          72.60427179679927,
          74.63543948570545,
          -60.2185155636965,
          125.87842004251814,
          -69.49745002512078,
          -31.32455912132684,
          -3.1733281706157257,
          -16.691511384070573,
          -75.30941859976124,
          -32.22342817741131,
          -33.616570110413086,
          -70.80602961595686,
          -31.690009244210565,
          87.68899246023038,
          -7.049267836999891,
          79.04002383687687,
          -12.360579336994004,
          -28.303106746713713,
          25.055043502888395,
          55.514812078570046,
          16.081650928554556,
          -43.207861281233185,
          -30.864581400085253,
          32.21346443001297,
          143.76357114387926,
          91.5944001281547,
          -72.48948833632184,
          -73.15515321562717,
          -0.46106768189919506,
          1.7364811976170555,
          25.34850070885081,
          -28.764320642781037,
          90.86636296316362,
          -67.77096583664695,
          -44.27126250038429,
          38.05580932227296,
          46.9402575898029,
          39.36873831324242,
          -28.4847262052908,
          22.172301125062123,
          -48.11502433145455,
          -28.74849103154205,
          -5.388275456347404,
          22.78781480792567,
          -82.8524389248561,
          -73.211042218804,
          -54.05285843748997,
          69.32495177742244,
          -65.40659872761402,
          -71.71593945515687,
          -13.572485078979279,
          -28.577617163441037,
          42.220420370881946,
          23.160961495785568,
          -5.33611013693097,
          106.0346126457672,
          -34.834492759633854,
          -43.25208634961751,
          71.41562104217796,
          6.028271068879365,
          -57.664604936372704,
          26.7027630178725,
          96.64401212690979,
          -18.649871102511042,
          -33.05226233208681,
          -66.63184518258511,
          -23.119480007103324,
          37.484464872319464,
          5.467583660933143,
          6.52846111139865,
          -53.642845578995455,
          -7.302439353433235,
          -41.79659308587126,
          -64.21501800048745,
          -19.421769677835208,
          10.007136898603752,
          -10.569523385281096,
          -70.82236331288898,
          -41.99366453922156,
          -54.99191886991168,
          -6.970067209557836,
          14.622345651993333,
          -61.06626192002942,
          -71.14414263064737,
          -69.53168236490824,
          -43.5486554535851,
          -25.808836226382613,
          -21.256243271872467,
          -34.84164182055808,
          -64.2285164118079,
          -39.09995936940285,
          98.250292166662,
          35.06017666126033,
          20.19064624249792,
          -53.25497608374535,
          -58.74523999216396,
          -58.26610331745305,
          -50.615263139007084,
          -5.815412477720926,
          6.327226628193806,
          39.65704515529179,
          -46.87904366332643,
          33.31418301682676,
          -8.365738366974174,
          66.0056036317101,
          -29.437231360288223,
          36.45862910716254,
          -74.33293974897407,
          -28.564394946323183,
          -51.54494322230309,
          -21.69705366667933,
          -23.270873866451648,
          -45.125411183334045,
          -8.557594152554096,
          46.6271245593069,
          -37.753201990043394,
          -82.4214208511944,
          -25.099460944784166,
          81.81563070969094,
          -70.5618061588286,
          -51.37393488626875,
          -37.66350682499694,
          -9.839476908005798,
          -66.86449070619892,
          132.14377988579497,
          -57.841320398635034,
          -11.721382728703365,
          -39.8944409044853,
          81.03440038684857,
          24.236653185972962,
          77.20639025244662,
          56.622592710860864,
          38.18475762305735,
          -19.47355452397065,
          52.70919112120084,
          48.106803418031525,
          -1.4384344796194914,
          -12.00732764418293,
          -36.02668109997578,
          -18.04794378044479,
          -19.03946822054137,
          -20.220428046191895,
          -22.234868018368672,
          -88.63215371202205,
          116.98609218197879,
          -64.90800464111518,
          -19.916130747641976,
          -82.67047612092229,
          12.53409626875821,
          -25.374309288433476,
          -46.31242915365995,
          -6.890338474828605,
          -80.05318573466873,
          -50.12418290569228,
          -28.041821077898636,
          -80.92762290604844,
          -54.22592781485348,
          48.422557338910764,
          88.66887315045523,
          -59.82614747592934,
          11.923911468671557,
          30.495367654535567,
          -18.091559128509623,
          -51.280065583399285,
          34.51462924787589,
          156.52929747176404,
          60.826713041618056,
          -39.04008747320613,
          85.99334710714241,
          46.32284633930585,
          -63.19293110654415,
          -72.60925138850935,
          19.241021588736327,
          6.565288643930559,
          -63.219585407952444,
          41.94896734860261,
          55.42230515250743,
          -25.579569015849028,
          -77.53203495660742,
          11.093386167139892,
          -31.802424152427594,
          88.83124671055234,
          -1.2718652443220193,
          66.29490723823153,
          -1.4674888577705492,
          -31.541537701039378,
          -46.86138820468111,
          -6.121679945498681,
          12.291140658899813,
          -18.703358348929026,
          149.6431457223743,
          25.846891841973616,
          -41.49554466276844,
          89.22639513894771,
          -49.56947350526725,
          48.5668440738574,
          -12.15244665262927,
          81.017628547563,
          -61.23173207270749,
          -8.966140348925807,
          -69.22008829947615,
          76.62329268443838,
          -17.366141518859962,
          67.03256312290496,
          -39.461429307502925,
          -53.88248606673257,
          16.93666288014913,
          36.74348437816571,
          -41.20900447035411,
          -83.08401417347322,
          74.34361707845108,
          -30.434004583157225,
          -17.372783410148465,
          -53.39198339173686,
          -4.315670765875609,
          29.615691283990415,
          -74.7696362965234,
          -19.876212748022468,
          40.853863133539235,
          -62.304301599926944,
          73.74123545029718,
          -16.428361161681625,
          -14.931476882545828,
          11.455243680478095,
          -33.01168797890131,
          -50.358552605853525,
          -62.796855714003605,
          24.9558729020573,
          -68.60074396863679,
          -74.22470114007271,
          14.758384394650825,
          123.9422159485932,
          39.14549005236417,
          62.091034732457004,
          88.70282799991807,
          -10.301908288103732,
          58.89314989175064,
          -2.8941336164186398,
          18.080302755889463,
          -75.66406382734182,
          -33.1226517829424,
          -11.495343375498559,
          67.0153577435886,
          7.822003430377151,
          12.456238368512794,
          -54.6694486986836,
          5.51931398691082,
          -10.322372564739043,
          -76.96747935164434,
          23.527295471031245,
          -60.505288785361,
          47.65646199585862,
          -18.898062265084818,
          -14.062734409199356,
          -58.47285752859301,
          -12.53866929135908,
          -63.46125360032678,
          -69.45416357623766,
          7.038942056948742,
          -39.28031564326579,
          -35.35188278729635,
          73.19251721853327,
          6.142027450144705,
          118.99093154339326,
          45.88358181535183,
          -46.94450583970555,
          45.72936923919107,
          -41.66969802859098,
          -11.234459646846444,
          -34.326061342854636,
          46.59344691094986,
          -57.15067898181664,
          16.236983425140668,
          9.340937481040898,
          -75.54105691036428,
          -40.266804224742756,
          4.6601119866355045,
          78.01557924643573,
          19.383879479924477,
          44.183644412428734,
          123.10396935568063,
          -35.24278144918368,
          -27.444533062811207,
          -0.36974845614171603,
          23.262075826473286,
          -31.267377990128605,
          37.45215353742248,
          -76.1077993506383,
          -65.61904394353103,
          -65.24545234061672,
          82.14629548094814,
          -62.67811559032274,
          -36.16723463059426,
          94.57319735672007,
          -78.26812078943178,
          5.012951564255148,
          34.76883499516788,
          -81.36159337649897,
          -62.58790438351087,
          -32.38562760868297,
          100.481785040518,
          8.357907204881423,
          -59.49102505044022,
          -16.94353364898672,
          -14.640616790051972,
          128.23606841276015,
          117.64879821011918,
          -3.1021361664002094,
          16.254318931047045,
          9.484024796780995,
          -41.48776297038562,
          -28.808744207315254,
          -17.965538869442707,
          57.37089499877858,
          -44.695926110458416,
          75.71709359479621,
          -60.435885548734895,
          -46.479844183775256,
          -45.91369163971523,
          -16.967908173411896,
          4.875647208555638,
          -73.22177086539325,
          -52.654643251871995,
          95.58087279396223,
          53.64791970773828,
          -34.7115538949821,
          80.42094355873134,
          84.50635406212139,
          -40.411013448078606,
          -30.746975446213106,
          94.40043740830176,
          -49.34065192574958,
          4.229005694531519,
          -9.071860283796214,
          -10.153955241806676,
          -38.714747089614164,
          7.202642582059403,
          21.395892247067696,
          72.0366655417501,
          45.54441684073937,
          24.723653091985682,
          -66.21619757789655,
          3.3920145236294865,
          -3.5697233059361135,
          -19.65495643807005,
          -72.53804632473762,
          -14.387306069035128,
          -15.59166378217114,
          -39.96369106300924,
          -30.15333223222452,
          45.26851797920249,
          -45.833839921273544,
          -15.788281408733635,
          19.005591315530282,
          106.69441994545251,
          -18.185174101366368,
          -10.21058806157138,
          55.62191423919025,
          53.65288044488127,
          -47.62750564624421,
          -18.672704434207876,
          -59.0627839768834,
          -51.170437482203766,
          -36.84570335123076,
          -32.619554022110194,
          -26.801989438468546,
          30.27778554459788,
          -23.00260702929011,
          -15.473325749354485,
          129.84867511662887,
          8.952739265414188,
          70.25292250594056,
          -49.25697981936742,
          50.8353445122139,
          13.15369414061543,
          -44.38902024903035,
          -65.48171156966275,
          -30.97487595079723,
          59.96096047007994,
          52.48653468512422,
          -26.810620755974305,
          35.934808167932424,
          45.694609606571674,
          48.6936547934441,
          34.137032672700286,
          24.105814571845137,
          28.587797330645266,
          -69.65854764810663,
          29.03240669423006,
          -67.32404450732551,
          44.002843964933575,
          30.565996521122166,
          -48.63830215887232,
          -16.118311633290975,
          -56.16724066133547,
          -66.35095663111419,
          -16.841337878558033,
          -66.69160633694321,
          -31.92517043349925,
          -4.800636760594755,
          -37.77299998935683,
          -0.5013850226417266,
          -3.50164426833817,
          -36.38970417415603,
          30.440952737055134,
          -46.268269017147624,
          18.28635969165205,
          47.73714243063981,
          20.927851048018315,
          2.6465326021713245,
          -61.394312296489574,
          37.351795878642534,
          6.6358081600606065,
          80.38556080360462,
          -26.849629666545944,
          -4.712167975753283,
          -17.67843822515938,
          -27.85463196734565,
          -6.229920960865795,
          46.32161005684895,
          -11.338328438591649,
          -9.407706691643726,
          -6.690555240354259,
          -27.304399066535098,
          -51.82611151990417,
          27.7501537460027,
          -38.867528951937025,
          94.15717453557603,
          89.98553353617805,
          130.6841925813191,
          -11.483700314265747,
          70.61663652935819,
          -10.386349933326615,
          -43.462896861829215,
          -78.77861839695927,
          -44.010301387282084,
          -48.181811992631644,
          51.75872067767304,
          47.784649037630366,
          21.786901663013406,
          60.24832555484323,
          74.87654880322977,
          -67.52374527256646,
          -39.21079459262332,
          74.08664014130213,
          -38.336888162972976,
          -65.55591315214565,
          22.32516686025303,
          -28.197351752323122,
          86.42765718464278,
          39.64971320751852,
          -63.944536556836056,
          -40.25466183947182,
          -45.833797438205984,
          8.78132373301039,
          -12.126758501046071,
          -46.57292684099008,
          28.191393724622472,
          -36.89591572444385,
          92.7339916925997,
          -62.56422156311192,
          -43.776227907902765,
          24.98019994711537,
          10.30331425847891,
          -60.659538455838394,
          -20.19906032330189,
          10.088999446117484,
          2.618295758738446,
          -18.524338866358217,
          -61.88383754443378,
          -45.62227146349625,
          -36.37200330632803,
          4.714503099054128,
          23.754286461732036,
          63.48963088832151,
          -69.79465512444527,
          -12.561307187714625,
          42.825293794905576,
          -43.87312243439929,
          106.39925152810349,
          26.02610559294889,
          36.89001031155476,
          -39.73580280933268,
          -13.352664143885427,
          -60.17116033835091,
          54.45581346831059,
          50.081459099345956,
          3.974737755506396,
          47.54781075277517,
          -13.981390139247338,
          20.213058301911566,
          -6.434377061227104,
          -27.988852639187968,
          -25.178254371110345,
          11.508630171381967,
          -1.3479708471958547,
          -48.60624434646503,
          -46.88240826892544,
          103.79594196703806,
          -18.398282972300635,
          74.95278348828138,
          15.389970791114584,
          -70.47675444910425,
          -22.277383369464964,
          13.225396589608893,
          99.31828731771499,
          6.2622236410861385,
          -24.34370130243957,
          47.747020506911156,
          -83.80954412315597,
          -50.272248111589306,
          43.30401768266903,
          -29.124829761226405,
          17.93825317073432,
          96.37094521663694,
          -66.81303070067695,
          -66.07535033395857,
          -47.25079420734448,
          -3.8715059260305402,
          -24.60659553896453,
          -28.45481566718093,
          16.381455652338584,
          0.9054071782943647,
          6.76375954527794,
          -31.570699357117068,
          -44.17394796780718,
          58.43739095866771,
          -21.288729120479296,
          -86.67227686429675,
          -37.33754913511224,
          -74.71315632938452,
          -32.200189701954706,
          -74.34696117576115,
          45.364315770104085,
          -50.524272036728824,
          -68.87702081848518,
          -52.145660381907284,
          -28.819572826749866,
          43.31827456227969,
          2.7146127232254122,
          4.615116677894362,
          -28.93740489334188,
          -49.95585865696994,
          -63.527602201156334,
          -63.977381752287975,
          -29.82376283944639,
          -62.8869002531322,
          127.57316067603992,
          -65.97200520086398,
          -56.1198495042173,
          5.538493976371717,
          49.4756182415838,
          -1.7338004598101417,
          -18.47993362976102,
          16.482186765523227,
          93.78887195722666,
          -55.947105029435264,
          61.54937100322205,
          107.85344469014386,
          5.818345927373809,
          -29.747899105064427,
          -65.05508138742147,
          36.53707871517341,
          -23.485480141318902,
          101.85666560029941,
          -55.383590559578074,
          -41.82981762800572,
          -12.87533171584368,
          33.799739511762965,
          51.40046548341088,
          18.299296073061157,
          151.60812970790735,
          79.24794607049733,
          -32.735682393609636,
          4.302483219418836,
          43.2232746288607,
          -5.964765751507736,
          -50.53745480171957,
          -51.5211304538777,
          3.571217805273015,
          21.297703856031784,
          -68.43791269256279,
          48.07107501957344,
          -9.220138087635489,
          106.47794232765355,
          4.2531086896798165,
          80.4085356146402,
          136.68350875252276,
          35.90230477395157,
          0.2791417353312543,
          -49.74969150111386,
          -14.572340534718732,
          12.664255457161259,
          -23.816298666993237,
          12.606393767230248,
          -68.38212620969333,
          -36.13034698448225,
          88.4984422216935,
          26.368483604435752,
          -48.44172550095402,
          -6.939687275287684,
          -1.9189591870638958,
          39.6542991495411,
          -73.36071131992571,
          28.915428269990414,
          30.355182178927848,
          -40.064878867541886,
          33.20901138454661,
          -32.358245852764014,
          -20.143951797927098,
          -45.35012349048348,
          -51.61288410253018,
          -77.0119765375964,
          54.401327380564304,
          -44.686855797291855,
          -58.575049219548255,
          20.92365979051896,
          -59.19613193388249,
          25.45000990725119,
          75.97835236386317,
          69.85323965482243,
          48.997811973637184,
          -57.00612625422548,
          116.55207844234332,
          -36.36616910314666,
          -55.18053054941725,
          57.63378716805662,
          -26.243076843436736,
          7.3514994851905895,
          20.771470622984474,
          63.70121122638307,
          135.70353312058438,
          89.12176530490375,
          -4.107056356124325,
          28.001895653693513,
          69.82776005672493,
          -64.27331093017021,
          -74.11829469812542,
          45.148967348705604,
          -12.242634345919043,
          -70.84758875911321,
          -47.10852655237949,
          13.909778063210217,
          -36.55779276434848,
          73.14853848819966,
          -73.46376541375393,
          98.4822607645784,
          -67.0725210998622,
          -25.506509194008316,
          -47.183773253923604,
          -15.867072490957801,
          124.4636340689352,
          37.343934771635936,
          -28.595806740059203,
          27.83537660118898,
          53.24868386430487,
          -22.30855911201163,
          113.73042142751238,
          -43.80997488065314,
          -41.57096382006226,
          -41.355176617526276,
          24.17559984159765,
          -59.11510780368763,
          -22.182613549472016,
          -53.82401158403845,
          -1.5844193562439286,
          -42.8510927439775,
          -68.84846271559844,
          -7.606209677497766,
          54.16118536081922,
          -58.258085859767206,
          30.66095427253375,
          36.861273884309156,
          2.218690620384882,
          -55.8373233659485,
          -69.1408858581214,
          53.32747154147508,
          -54.93199588572242,
          -64.25724171635729,
          -85.70635092220029,
          2.9753643802011402,
          -60.075383866972984,
          6.953042842357259,
          -55.29019377560309,
          -49.753338423184225,
          -55.903983327032805,
          -13.41140189177233,
          -68.3070858037354,
          -49.99002305679545,
          3.5281942708662646,
          -52.88782204233561,
          26.646883358808193,
          85.92166519945653,
          6.899361009268556,
          28.15765892051954,
          56.93774815282424,
          -16.015708159261752,
          76.4865353093891,
          64.27214051552022,
          -59.40212005346943,
          -60.95367740276366,
          -60.33834446081432,
          -19.429605821771926,
          -60.181168195060806,
          -50.06707864315414,
          70.98860617444633,
          -16.682019435935995,
          -53.84396576544435,
          -55.32239238282975,
          -41.24545587097244,
          153.20308520307813,
          96.87197215388154,
          -61.25177990328219,
          96.95032853704153,
          2.5924419754652894,
          -91.16196728102972,
          -59.24010482531244,
          -24.73874341911307,
          62.08426625303404,
          76.83490462760565,
          142.7415903009751,
          -66.26803502155481,
          49.032371662975315,
          -42.46520945689336,
          90.96715112318485,
          -66.95372108007103,
          -29.744148380157686,
          -58.69545491054496,
          -58.74936410308498,
          37.26540113970871,
          71.9501000726429,
          7.232851100608943,
          25.711166163029976,
          47.51510812262648,
          152.23804211881853,
          -46.605101743939294,
          56.171215725999595,
          31.126424034003936,
          32.7948154797996,
          81.53112039369218,
          -10.519787931397662,
          55.519620966166464,
          -81.00471679593262,
          61.027675683983055,
          32.28688278667151,
          -2.2767531700274484,
          -57.36736172882152,
          55.10523924623358,
          50.43022360755497,
          -39.10814910396296,
          118.04546429614747,
          -84.34103540603525,
          -5.889607014262111,
          -4.557687346011957,
          -46.05665994561798,
          -75.57339421839627,
          -11.718624271678252,
          -58.753909362202336,
          32.7957883976849,
          -26.627766512905307,
          45.15216312491629,
          -61.238220157753915,
          -29.182692175977962,
          116.35951020404319,
          -59.887491662809104,
          32.888935065674374,
          -24.90319796615829,
          -57.98787202457182,
          -53.29587976575641,
          -64.30408078428617,
          15.20619664930375,
          -55.96481701414598,
          -41.46473786663692,
          1.33254415475214,
          115.83008189746458,
          12.136312698813315,
          -49.884939601944644,
          -26.512472920154014,
          8.221110501505377,
          -8.459884577905592,
          -24.23737076401992,
          -62.51964997709869,
          52.87887779571593,
          -53.486037232187485,
          17.005626763240215,
          13.388485714680103,
          36.44573696629879,
          -55.01076506845517,
          9.71176405970064,
          -6.409779316175203,
          1.6472281014226635,
          81.64963898122353,
          71.60260998667518,
          45.16516760813442,
          74.59964014192896,
          -6.996348941352066,
          -73.93225472629223,
          -49.59258924333193,
          -4.553616048038893,
          -70.76317964082914,
          -56.18985564949923,
          5.473975746189294,
          -68.47122458346942,
          69.24357897136667,
          -14.613172196014636,
          58.447313341505094,
          1.0711229216135414,
          -40.534087612880356,
          20.866146198162802,
          -69.60403979723809,
          16.63624702658323,
          -46.79693840414113,
          -28.443753437196154,
          5.290719452061232,
          61.290144306477046,
          -32.19821722256075,
          84.94261586654562,
          9.74553029652446,
          15.395987787104978,
          22.446055804241478,
          82.56534249041896,
          -41.42382113146254,
          23.445444059540723,
          24.21471163963986,
          -84.693520591275,
          11.644750818666196,
          5.427311197460965,
          83.01378489264212,
          43.38110512327107,
          15.403697178114598,
          79.19781777227011,
          -64.36505294403604,
          14.227705212743261,
          36.24693266755404,
          -7.332621722234999,
          -6.552916779514698,
          -69.75240646717288,
          -23.236098476073447,
          -33.70969913364871,
          -65.17861633334023,
          15.176966679539055,
          31.727789660484103,
          -36.60015429072503,
          -62.61873184091945,
          -58.231979221978385,
          -49.36734895035399,
          8.556272595537767,
          -28.12079024801983,
          -19.408776335659066,
          -38.06356083557346,
          65.97079668654573,
          107.87759951783957,
          56.436514208656,
          -25.478191946482276,
          8.446480365327869,
          45.928601166960185,
          35.23821307893651,
          143.0569180123024,
          12.248476458540896,
          -4.6556458437087,
          56.49069590129481,
          -42.1785475792819,
          -54.501750758031264,
          62.54506385620072,
          -79.63653381874308,
          96.1940631841804,
          -6.1796799775516,
          111.23262458254598,
          -52.79399542646767,
          35.527807222087965,
          -65.48080051109648,
          -1.469981927476029,
          129.86472868560634,
          27.002235231410314,
          -52.9174288026508,
          121.14832289039524,
          -3.9254814342947806,
          -60.616116023696534,
          -64.38257098450212,
          -55.84024481712718,
          -18.52697025207321,
          97.76069449486377,
          -19.80063451673501,
          -17.65440342473204,
          -71.03845232036039,
          -21.454299699207372,
          -23.36307883125873,
          18.746516414795874,
          69.87665062138987,
          59.6193472378255,
          55.535210049626286,
          -74.16060252819199,
          -10.375880669936612,
          -49.45501839242565,
          3.0569545161441525,
          -35.97961048456884,
          -28.566690955463358,
          70.87870407841761,
          -34.40286083631595,
          -34.56012648212719,
          98.19629915138009,
          -39.21913243911228,
          -22.879313113820704,
          85.67697930450979,
          155.71760948635009,
          -27.543566373065854,
          -4.424094723132304,
          12.57222440263003,
          29.74306677443209,
          97.64974902702937,
          44.25368145684975,
          -27.392744644390227,
          133.42137902451964,
          -9.487698171409589,
          -39.714223053356825,
          -61.28968936341181,
          37.27600038231448,
          -20.297928562176978,
          -56.92470756208361,
          -45.32245504003455,
          2.259512895007895,
          19.374953811764712,
          -53.88454276832539,
          -5.839131048695268,
          27.109362495261756,
          -43.45270382702577,
          -50.77403688354655,
          -43.267997503860975,
          -13.005672502476635,
          -30.321723755777636,
          114.2414063849149,
          28.993545437071937,
          44.33872011495305,
          -85.0437280160614,
          2.8684162853097095,
          43.91394043822583,
          -37.29063187477392,
          -72.60824843775755,
          -24.350527037112872,
          -2.246662656237271,
          -67.32926396733366,
          5.51931398691082,
          -10.322372564739043,
          -76.96747935164434,
          23.527295471031245,
          -60.505288785361,
          47.65646199585862,
          -18.898062265084818,
          -14.062734409199356,
          -58.47285752859301,
          -12.53866929135908,
          -63.46125360032678,
          -69.45416357623766,
          7.038942056948742,
          -39.28031564326579,
          -35.35188278729635,
          73.19251721853327,
          6.142027450144705,
          118.99093154339326,
          45.88358181535183,
          -46.94450583970555,
          45.72936923919107,
          -41.66969802859098,
          -11.234459646846444,
          -34.326061342854636,
          46.59344691094986,
          -57.15067898181664,
          16.236983425140668,
          9.340937481040898,
          -75.54105691036428,
          -40.266804224742756,
          4.6601119866355045,
          78.01557924643573,
          19.383879479924477,
          44.183644412428734,
          123.10396935568063,
          -35.24278144918368,
          -27.444533062811207,
          -0.36974845614171603,
          23.262075826473286,
          -31.267377990128605,
          37.45215353742248,
          -76.1077993506383,
          -65.61904394353103,
          -65.24545234061672,
          82.14629548094814,
          -62.67811559032274,
          -36.16723463059426,
          94.57319735672007,
          -78.26812078943178,
          5.012951564255148,
          34.76883499516788,
          -81.36159337649897,
          -62.58790438351087,
          -32.38562760868297,
          100.481785040518,
          8.357907204881423,
          -59.49102505044022,
          -16.94353364898672,
          -14.640616790051972,
          128.23606841276015,
          117.64879821011918,
          -3.1021361664002094,
          16.254318931047045,
          9.484024796780995,
          -41.48776297038562,
          -28.808744207315254,
          -17.965538869442707,
          57.37089499877858,
          -44.695926110458416,
          75.71709359479621,
          -60.435885548734895,
          -46.479844183775256,
          -45.91369163971523,
          -16.967908173411896,
          4.875647208555638,
          -73.22177086539325,
          -52.654643251871995,
          95.58087279396223,
          53.64791970773828,
          -34.7115538949821,
          80.42094355873134,
          84.50635406212139,
          -40.411013448078606,
          -30.746975446213106,
          94.40043740830176,
          -49.34065192574958,
          4.229005694531519,
          -9.071860283796214,
          -10.153955241806676,
          -38.714747089614164,
          7.202642582059403,
          21.395892247067696,
          72.0366655417501,
          45.54441684073937,
          24.723653091985682,
          -66.21619757789655,
          3.3920145236294865,
          -3.5697233059361135,
          -19.65495643807005,
          -72.53804632473762,
          -14.387306069035128,
          -15.59166378217114,
          -39.96369106300924,
          -30.15333223222452,
          45.26851797920249,
          -45.833839921273544,
          -15.788281408733635,
          19.005591315530282,
          106.69441994545251,
          -18.185174101366368,
          -10.21058806157138,
          55.62191423919025,
          53.65288044488127,
          -47.62750564624421,
          -18.672704434207876,
          -59.0627839768834,
          -51.170437482203766,
          -36.84570335123076,
          -32.619554022110194,
          -26.801989438468546,
          30.27778554459788,
          -23.00260702929011,
          -15.473325749354485,
          129.84867511662887,
          8.952739265414188,
          70.25292250594056,
          -49.25697981936742,
          50.8353445122139,
          13.15369414061543,
          -44.38902024903035,
          -65.48171156966275,
          -30.97487595079723,
          59.96096047007994,
          52.48653468512422,
          -26.810620755974305,
          35.934808167932424,
          45.694609606571674,
          48.6936547934441,
          34.137032672700286,
          24.105814571845137,
          28.587797330645266,
          -69.65854764810663,
          29.03240669423006,
          -67.32404450732551,
          44.002843964933575,
          30.565996521122166,
          -48.63830215887232,
          -16.118311633290975,
          -56.16724066133547,
          -66.35095663111419,
          -16.841337878558033,
          -66.69160633694321,
          -31.92517043349925,
          -4.800636760594755,
          -37.77299998935683,
          -0.5013850226417266,
          -3.50164426833817,
          -36.38970417415603,
          30.440952737055134,
          -46.268269017147624,
          18.28635969165205,
          47.73714243063981,
          20.927851048018315,
          2.6465326021713245,
          -61.394312296489574,
          37.351795878642534,
          6.6358081600606065,
          80.38556080360462,
          -26.849629666545944,
          -4.712167975753283,
          -17.67843822515938,
          -27.85463196734565,
          -6.229920960865795,
          46.32161005684895,
          -11.338328438591649,
          -9.407706691643726,
          -6.690555240354259,
          -27.304399066535098,
          -51.82611151990417,
          27.7501537460027,
          -38.867528951937025,
          94.15717453557603,
          89.98553353617805,
          130.6841925813191,
          -11.483700314265747,
          70.61663652935819,
          -10.386349933326615,
          -43.462896861829215,
          -78.77861839695927,
          -44.010301387282084,
          -48.181811992631644,
          51.75872067767304,
          47.784649037630366,
          21.786901663013406,
          60.24832555484323,
          74.87654880322977,
          -67.52374527256646,
          -39.21079459262332,
          74.08664014130213,
          -38.336888162972976,
          -65.55591315214565,
          22.32516686025303,
          -28.197351752323122,
          86.42765718464278,
          39.64971320751852,
          -63.944536556836056,
          -40.25466183947182,
          -45.833797438205984,
          8.78132373301039,
          -12.126758501046071,
          -46.57292684099008,
          28.191393724622472,
          -36.89591572444385,
          92.7339916925997,
          -62.56422156311192,
          -43.776227907902765,
          24.98019994711537,
          10.30331425847891,
          -60.659538455838394,
          -20.19906032330189,
          10.088999446117484,
          2.618295758738446,
          -18.524338866358217,
          -61.88383754443378,
          -45.62227146349625,
          -36.37200330632803,
          4.714503099054128,
          23.754286461732036,
          63.48963088832151,
          -69.79465512444527,
          -12.561307187714625,
          42.825293794905576,
          -43.87312243439929,
          106.39925152810349,
          26.02610559294889,
          36.89001031155476,
          -39.73580280933268,
          -13.352664143885427,
          -60.17116033835091,
          54.45581346831059,
          50.081459099345956,
          3.974737755506396,
          47.54781075277517,
          -13.981390139247338,
          20.213058301911566,
          -6.434377061227104,
          -27.988852639187968,
          -25.178254371110345,
          11.508630171381967,
          -1.3479708471958547,
          -48.60624434646503,
          -46.88240826892544,
          103.79594196703806,
          -18.398282972300635,
          74.95278348828138,
          15.389970791114584,
          -70.47675444910425,
          -22.277383369464964,
          13.225396589608893,
          99.31828731771499,
          6.2622236410861385,
          -24.34370130243957,
          47.747020506911156,
          -83.80954412315597,
          -50.272248111589306,
          43.30401768266903,
          -29.124829761226405,
          17.93825317073432,
          96.37094521663694,
          -66.81303070067695,
          -66.07535033395857,
          -47.25079420734448,
          -3.8715059260305402,
          -24.60659553896453,
          -28.45481566718093,
          16.381455652338584,
          0.9054071782943647,
          6.76375954527794,
          -31.570699357117068,
          -44.17394796780718,
          58.43739095866771,
          -21.288729120479296,
          -86.67227686429675,
          -37.33754913511224,
          -74.71315632938452,
          -32.200189701954706,
          -74.34696117576115,
          45.364315770104085,
          -50.524272036728824,
          -68.87702081848518,
          -52.145660381907284,
          -28.819572826749866,
          43.31827456227969,
          2.7146127232254122,
          4.615116677894362,
          -28.93740489334188,
          -49.95585865696994,
          -63.527602201156334,
          -63.977381752287975,
          -29.82376283944639,
          -62.8869002531322,
          127.57316067603992,
          -65.97200520086398,
          -56.1198495042173,
          5.538493976371717,
          49.4756182415838,
          -1.7338004598101417,
          -18.47993362976102,
          16.482186765523227,
          93.78887195722666,
          -55.947105029435264,
          61.54937100322205,
          107.85344469014386,
          5.818345927373809,
          -29.747899105064427,
          -65.05508138742147,
          36.53707871517341,
          -23.485480141318902,
          101.85666560029941,
          -55.383590559578074,
          -41.82981762800572,
          -12.87533171584368,
          33.799739511762965,
          51.40046548341088,
          18.299296073061157,
          151.60812970790735,
          79.24794607049733,
          -32.735682393609636,
          4.302483219418836,
          43.2232746288607,
          -5.964765751507736,
          -50.53745480171957,
          -51.5211304538777,
          3.571217805273015,
          21.297703856031784,
          -68.43791269256279,
          48.07107501957344,
          -9.220138087635489,
          106.47794232765355,
          4.2531086896798165,
          80.4085356146402,
          136.68350875252276,
          35.90230477395157,
          0.2791417353312543,
          -49.74969150111386,
          -14.572340534718732,
          12.664255457161259,
          -23.816298666993237,
          12.606393767230248,
          -68.38212620969333,
          -36.13034698448225,
          88.4984422216935,
          26.368483604435752,
          -48.44172550095402,
          -6.939687275287684,
          -1.9189591870638958,
          39.6542991495411,
          -73.36071131992571,
          28.915428269990414,
          30.355182178927848,
          -40.064878867541886,
          33.20901138454661,
          -32.358245852764014,
          -20.143951797927098,
          -45.35012349048348,
          -51.61288410253018,
          -77.0119765375964,
          54.401327380564304,
          -44.686855797291855,
          -58.575049219548255,
          20.92365979051896,
          -59.19613193388249,
          25.45000990725119,
          75.97835236386317,
          69.85323965482243,
          48.997811973637184,
          -57.00612625422548,
          116.55207844234332,
          -36.36616910314666,
          -55.18053054941725,
          57.63378716805662,
          -26.243076843436736,
          7.3514994851905895,
          20.771470622984474,
          63.70121122638307,
          135.70353312058438,
          89.12176530490375,
          -4.107056356124325,
          28.001895653693513,
          69.82776005672493,
          -64.27331093017021,
          -74.11829469812542,
          45.148967348705604,
          -12.242634345919043,
          -70.84758875911321,
          -47.10852655237949,
          13.909778063210217,
          -36.55779276434848,
          73.14853848819966,
          -73.46376541375393,
          98.4822607645784,
          -67.0725210998622,
          -25.506509194008316,
          -47.183773253923604,
          -15.867072490957801,
          124.4636340689352,
          37.343934771635936,
          -28.595806740059203,
          27.83537660118898,
          53.24868386430487,
          -22.30855911201163,
          113.73042142751238,
          -43.80997488065314,
          -41.57096382006226,
          -41.355176617526276,
          24.17559984159765,
          -59.11510780368763,
          -22.182613549472016,
          -53.82401158403845,
          -1.5844193562439286,
          -42.8510927439775,
          -68.84846271559844,
          -7.606209677497766,
          54.16118536081922,
          -58.258085859767206,
          30.66095427253375,
          36.861273884309156,
          2.218690620384882,
          -55.8373233659485,
          -69.1408858581214,
          53.32747154147508,
          -54.93199588572242,
          -64.25724171635729,
          -85.70635092220029,
          2.9753643802011402,
          -60.075383866972984,
          6.953042842357259,
          -55.29019377560309,
          -49.753338423184225,
          -55.903983327032805,
          -13.41140189177233,
          -68.3070858037354,
          -49.99002305679545,
          3.5281942708662646,
          -52.88782204233561,
          26.646883358808193,
          85.92166519945653,
          6.899361009268556,
          28.15765892051954,
          56.93774815282424,
          -16.015708159261752,
          76.4865353093891,
          64.27214051552022,
          -59.40212005346943,
          -60.95367740276366,
          -60.33834446081432,
          -19.429605821771926,
          -60.181168195060806,
          -50.06707864315414,
          70.98860617444633,
          -16.682019435935995,
          -53.84396576544435,
          -55.32239238282975,
          -41.24545587097244,
          153.20308520307813,
          96.87197215388154,
          -61.25177990328219,
          96.95032853704153,
          2.5924419754652894,
          -91.16196728102972,
          -59.24010482531244,
          -24.73874341911307,
          62.08426625303404,
          76.83490462760565,
          142.7415903009751,
          -66.26803502155481,
          49.032371662975315,
          -42.46520945689336,
          90.96715112318485,
          -66.95372108007103,
          -29.744148380157686,
          -58.69545491054496,
          -58.74936410308498,
          37.26540113970871,
          71.9501000726429,
          7.232851100608943,
          25.711166163029976,
          47.51510812262648,
          152.23804211881853,
          -46.605101743939294,
          56.171215725999595,
          31.126424034003936,
          32.7948154797996,
          81.53112039369218,
          -10.519787931397662,
          55.519620966166464,
          -81.00471679593262,
          61.027675683983055,
          32.28688278667151,
          -2.2767531700274484,
          -57.36736172882152,
          55.10523924623358,
          50.43022360755497,
          -39.10814910396296,
          118.04546429614747,
          -84.34103540603525,
          -5.889607014262111,
          -4.557687346011957,
          -46.05665994561798,
          -75.57339421839627,
          -11.718624271678252,
          -58.753909362202336,
          32.7957883976849,
          -26.627766512905307,
          45.15216312491629,
          -61.238220157753915,
          -29.182692175977962,
          116.35951020404319,
          -59.887491662809104,
          32.888935065674374,
          -24.90319796615829,
          -57.98787202457182,
          -53.29587976575641,
          -64.30408078428617,
          15.20619664930375,
          -55.96481701414598,
          -41.46473786663692,
          1.33254415475214,
          115.83008189746458,
          12.136312698813315,
          -49.884939601944644,
          -26.512472920154014,
          8.221110501505377,
          -8.459884577905592,
          -24.23737076401992,
          -62.51964997709869,
          52.87887779571593,
          -53.486037232187485,
          17.005626763240215,
          13.388485714680103,
          36.44573696629879,
          -55.01076506845517,
          9.71176405970064,
          -6.409779316175203,
          1.6472281014226635,
          81.64963898122353,
          71.60260998667518,
          45.16516760813442,
          74.59964014192896,
          -6.996348941352066,
          -73.93225472629223,
          -49.59258924333193,
          -4.553616048038893,
          -70.76317964082914,
          -56.18985564949923,
          5.473975746189294,
          -68.47122458346942,
          69.24357897136667,
          -14.613172196014636,
          58.447313341505094,
          1.0711229216135414,
          -40.534087612880356,
          20.866146198162802,
          -69.60403979723809,
          16.63624702658323,
          -46.79693840414113,
          -28.443753437196154,
          5.290719452061232,
          61.290144306477046,
          -32.19821722256075,
          84.94261586654562,
          9.74553029652446,
          15.395987787104978,
          22.446055804241478,
          82.56534249041896,
          -41.42382113146254,
          23.445444059540723,
          24.21471163963986,
          -84.693520591275,
          11.644750818666196,
          5.427311197460965,
          83.01378489264212,
          43.38110512327107,
          15.403697178114598,
          79.19781777227011,
          -64.36505294403604,
          14.227705212743261,
          36.24693266755404,
          -7.332621722234999,
          -6.552916779514698,
          -69.75240646717288,
          -23.236098476073447,
          -33.70969913364871,
          -65.17861633334023,
          15.176966679539055,
          31.727789660484103,
          -36.60015429072503,
          -62.61873184091945,
          -58.231979221978385,
          -49.36734895035399,
          8.556272595537767,
          -28.12079024801983,
          -19.408776335659066,
          -38.06356083557346,
          65.97079668654573,
          107.87759951783957,
          56.436514208656,
          -25.478191946482276,
          8.446480365327869,
          45.928601166960185,
          35.23821307893651,
          143.0569180123024,
          12.248476458540896,
          -4.6556458437087,
          56.49069590129481,
          -42.1785475792819,
          -54.501750758031264,
          62.54506385620072,
          -79.63653381874308,
          96.1940631841804,
          -6.1796799775516,
          111.23262458254598,
          -52.79399542646767,
          35.527807222087965,
          -65.48080051109648,
          -1.469981927476029,
          129.86472868560634,
          27.002235231410314,
          -52.9174288026508,
          121.14832289039524,
          -3.9254814342947806,
          -60.616116023696534,
          -64.38257098450212,
          -55.84024481712718,
          -18.52697025207321,
          97.76069449486377,
          -19.80063451673501,
          -17.65440342473204,
          -71.03845232036039,
          -21.454299699207372,
          -23.36307883125873,
          18.746516414795874,
          69.87665062138987,
          59.6193472378255,
          55.535210049626286,
          -74.16060252819199,
          -10.375880669936612,
          -49.45501839242565,
          3.0569545161441525,
          -35.97961048456884,
          -28.566690955463358,
          70.87870407841761,
          -34.40286083631595,
          -34.56012648212719,
          98.19629915138009,
          -39.21913243911228,
          -22.879313113820704,
          85.67697930450979,
          155.71760948635009,
          -27.543566373065854,
          -4.424094723132304,
          12.57222440263003,
          29.74306677443209,
          97.64974902702937,
          44.25368145684975,
          -27.392744644390227,
          133.42137902451964,
          -9.487698171409589,
          -39.714223053356825,
          -61.28968936341181,
          37.27600038231448,
          -20.297928562176978,
          -56.92470756208361,
          -45.32245504003455,
          2.259512895007895,
          19.374953811764712,
          -53.88454276832539,
          -5.839131048695268,
          27.109362495261756,
          -43.45270382702577,
          -50.77403688354655,
          -43.267997503860975,
          -13.005672502476635,
          -30.321723755777636,
          114.2414063849149,
          28.993545437071937,
          44.33872011495305,
          -85.0437280160614,
          2.8684162853097095,
          43.91394043822583,
          -37.29063187477392,
          -72.60824843775755,
          -24.350527037112872,
          -2.246662656237271,
          -67.32926396733366,
          5.51931398691082,
          -10.322372564739043,
          -76.96747935164434,
          23.527295471031245,
          -60.505288785361,
          47.65646199585862,
          -18.898062265084818,
          -14.062734409199356,
          -58.47285752859301,
          -12.53866929135908,
          -63.46125360032678,
          -69.45416357623766,
          7.038942056948742,
          -39.28031564326579,
          -35.35188278729635,
          73.19251721853327,
          6.142027450144705,
          118.99093154339326,
          45.88358181535183,
          -46.94450583970555,
          45.72936923919107,
          -41.66969802859098,
          -11.234459646846444,
          -34.326061342854636,
          46.59344691094986,
          -57.15067898181664,
          16.236983425140668,
          9.340937481040898,
          -75.54105691036428,
          -40.266804224742756,
          4.6601119866355045,
          78.01557924643573,
          19.383879479924477,
          44.183644412428734,
          123.10396935568063,
          -35.24278144918368,
          -27.444533062811207,
          -0.36974845614171603,
          23.262075826473286,
          -31.267377990128605,
          37.45215353742248,
          -76.1077993506383,
          -65.61904394353103,
          -65.24545234061672,
          82.14629548094814,
          -62.67811559032274,
          -36.16723463059426,
          94.57319735672007,
          -78.26812078943178,
          5.012951564255148,
          34.76883499516788,
          -81.36159337649897,
          -62.58790438351087,
          -32.38562760868297,
          100.481785040518,
          8.357907204881423,
          -59.49102505044022,
          -16.94353364898672,
          -14.640616790051972,
          128.23606841276015,
          117.64879821011918,
          -3.1021361664002094,
          16.254318931047045,
          9.484024796780995,
          -41.48776297038562,
          -28.808744207315254,
          -17.965538869442707,
          57.37089499877858,
          -44.695926110458416,
          75.71709359479621,
          -60.435885548734895,
          -46.479844183775256,
          -45.91369163971523,
          -16.967908173411896,
          4.875647208555638,
          -73.22177086539325,
          -52.654643251871995,
          95.58087279396223,
          53.64791970773828,
          -34.7115538949821,
          80.42094355873134,
          84.50635406212139,
          -40.411013448078606,
          -30.746975446213106,
          94.40043740830176,
          -49.34065192574958,
          4.229005694531519,
          -9.071860283796214,
          -10.153955241806676,
          -38.714747089614164,
          7.202642582059403,
          21.395892247067696,
          72.0366655417501,
          45.54441684073937,
          24.723653091985682,
          -66.21619757789655,
          3.3920145236294865,
          -3.5697233059361135,
          -19.65495643807005,
          -72.53804632473762,
          -14.387306069035128,
          -15.59166378217114,
          -39.96369106300924,
          -30.15333223222452,
          45.26851797920249,
          -45.833839921273544,
          -15.788281408733635,
          19.005591315530282,
          106.69441994545251,
          -18.185174101366368,
          -10.21058806157138,
          55.62191423919025,
          53.65288044488127,
          -47.62750564624421,
          -18.672704434207876,
          -59.0627839768834,
          -51.170437482203766,
          -36.84570335123076,
          -32.619554022110194,
          -26.801989438468546,
          30.27778554459788,
          -23.00260702929011,
          -15.473325749354485,
          129.84867511662887,
          8.952739265414188,
          70.25292250594056,
          -49.25697981936742,
          50.8353445122139,
          13.15369414061543,
          -44.38902024903035,
          -65.48171156966275,
          -30.97487595079723,
          59.96096047007994,
          52.48653468512422,
          -26.810620755974305,
          35.934808167932424,
          45.694609606571674,
          48.6936547934441,
          34.137032672700286,
          24.105814571845137,
          28.587797330645266,
          -69.65854764810663,
          29.03240669423006,
          -67.32404450732551,
          44.002843964933575,
          30.565996521122166,
          -48.63830215887232,
          -16.118311633290975,
          -56.16724066133547,
          -66.35095663111419,
          -16.841337878558033,
          -66.69160633694321,
          -31.92517043349925,
          -4.800636760594755,
          -37.77299998935683,
          -0.5013850226417266,
          -3.50164426833817,
          -36.38970417415603,
          30.440952737055134,
          -46.268269017147624,
          18.28635969165205,
          47.73714243063981,
          20.927851048018315,
          2.6465326021713245,
          -61.394312296489574,
          37.351795878642534,
          6.6358081600606065,
          80.38556080360462,
          -26.849629666545944,
          -4.712167975753283,
          -17.67843822515938,
          -27.85463196734565,
          -6.229920960865795,
          46.32161005684895,
          -11.338328438591649,
          -9.407706691643726,
          -6.690555240354259,
          -27.304399066535098,
          -51.82611151990417,
          27.7501537460027,
          -38.867528951937025,
          94.15717453557603,
          89.98553353617805,
          130.6841925813191,
          -11.483700314265747,
          70.61663652935819,
          -10.386349933326615,
          -43.462896861829215,
          -78.77861839695927,
          -44.010301387282084,
          -48.181811992631644,
          51.75872067767304,
          47.784649037630366,
          21.786901663013406,
          60.24832555484323,
          74.87654880322977,
          -67.52374527256646,
          -39.21079459262332,
          74.08664014130213,
          -38.336888162972976,
          -65.55591315214565,
          22.32516686025303,
          -28.197351752323122,
          86.42765718464278,
          39.64971320751852,
          -63.944536556836056,
          -40.25466183947182,
          -45.833797438205984,
          8.78132373301039,
          -12.126758501046071,
          -46.57292684099008,
          28.191393724622472,
          -36.89591572444385,
          92.7339916925997,
          -62.56422156311192,
          -43.776227907902765,
          24.98019994711537,
          10.30331425847891,
          -60.659538455838394,
          -20.19906032330189,
          10.088999446117484,
          2.618295758738446,
          -18.524338866358217,
          -61.88383754443378,
          -45.62227146349625,
          -36.37200330632803,
          4.714503099054128,
          23.754286461732036,
          63.48963088832151,
          -69.79465512444527,
          -12.561307187714625,
          42.825293794905576,
          -43.87312243439929,
          106.39925152810349,
          26.02610559294889,
          36.89001031155476,
          -39.73580280933268,
          -13.352664143885427,
          -60.17116033835091,
          54.45581346831059,
          50.081459099345956,
          3.974737755506396,
          47.54781075277517,
          -13.981390139247338,
          20.213058301911566,
          -6.434377061227104,
          -27.988852639187968,
          -25.178254371110345,
          11.508630171381967,
          -1.3479708471958547,
          -48.60624434646503,
          -46.88240826892544,
          103.79594196703806,
          -18.398282972300635,
          74.95278348828138,
          15.389970791114584,
          -70.47675444910425,
          -22.277383369464964,
          13.225396589608893,
          99.31828731771499,
          6.2622236410861385,
          -24.34370130243957,
          47.747020506911156,
          -83.80954412315597,
          -50.272248111589306,
          43.30401768266903,
          -29.124829761226405,
          17.93825317073432,
          96.37094521663694,
          -66.81303070067695,
          -66.07535033395857,
          -47.25079420734448,
          -3.8715059260305402,
          -24.60659553896453,
          -28.45481566718093,
          16.381455652338584,
          0.9054071782943647,
          6.76375954527794,
          -31.570699357117068,
          -44.17394796780718,
          58.43739095866771,
          -21.288729120479296,
          -86.67227686429675,
          -37.33754913511224,
          -74.71315632938452,
          -32.200189701954706,
          -74.34696117576115,
          45.364315770104085,
          -50.524272036728824,
          -68.87702081848518,
          -52.145660381907284,
          -28.819572826749866,
          43.31827456227969,
          2.7146127232254122,
          4.615116677894362,
          -28.93740489334188,
          -49.95585865696994,
          -63.527602201156334,
          -63.977381752287975,
          -29.82376283944639,
          -62.8869002531322,
          127.57316067603992,
          -65.97200520086398,
          -56.1198495042173,
          5.538493976371717,
          49.4756182415838,
          -1.7338004598101417,
          -18.47993362976102,
          16.482186765523227,
          93.78887195722666,
          -55.947105029435264,
          61.54937100322205,
          107.85344469014386,
          5.818345927373809,
          -29.747899105064427,
          -65.05508138742147,
          36.53707871517341,
          -23.485480141318902,
          101.85666560029941,
          -55.383590559578074,
          -41.82981762800572,
          -12.87533171584368,
          33.799739511762965,
          51.40046548341088,
          18.299296073061157,
          151.60812970790735,
          79.24794607049733,
          -32.735682393609636,
          4.302483219418836,
          43.2232746288607,
          -5.964765751507736,
          -50.53745480171957,
          -51.5211304538777,
          3.571217805273015,
          21.297703856031784,
          -68.43791269256279,
          48.07107501957344,
          -9.220138087635489,
          106.47794232765355,
          4.2531086896798165,
          80.4085356146402,
          136.68350875252276,
          35.90230477395157,
          0.2791417353312543,
          -49.74969150111386,
          -14.572340534718732,
          12.664255457161259,
          -23.816298666993237,
          12.606393767230248,
          -68.38212620969333,
          -36.13034698448225,
          88.4984422216935,
          26.368483604435752,
          -48.44172550095402,
          -6.939687275287684,
          -1.9189591870638958,
          39.6542991495411,
          -73.36071131992571,
          28.915428269990414,
          30.355182178927848,
          -40.064878867541886,
          33.20901138454661,
          -32.358245852764014,
          -20.143951797927098,
          -45.35012349048348,
          -51.61288410253018,
          -77.0119765375964,
          54.401327380564304,
          -44.686855797291855,
          -58.575049219548255,
          20.92365979051896,
          -59.19613193388249,
          25.45000990725119,
          75.97835236386317,
          69.85323965482243,
          48.997811973637184,
          -57.00612625422548,
          116.55207844234332,
          -36.36616910314666,
          -55.18053054941725,
          57.63378716805662,
          -26.243076843436736,
          7.3514994851905895,
          20.771470622984474,
          63.70121122638307,
          135.70353312058438,
          89.12176530490375,
          -4.107056356124325,
          28.001895653693513,
          69.82776005672493,
          -64.27331093017021,
          -74.11829469812542,
          45.148967348705604,
          -12.242634345919043,
          -70.84758875911321,
          -47.10852655237949,
          13.909778063210217,
          -36.55779276434848,
          73.14853848819966,
          -73.46376541375393,
          98.4822607645784,
          -67.0725210998622,
          -25.506509194008316,
          -47.183773253923604,
          -15.867072490957801,
          124.4636340689352,
          37.343934771635936,
          -28.595806740059203,
          27.83537660118898,
          53.24868386430487,
          -22.30855911201163,
          113.73042142751238,
          -43.80997488065314,
          -41.57096382006226,
          -41.355176617526276,
          24.17559984159765,
          -59.11510780368763,
          -22.182613549472016,
          -53.82401158403845,
          -1.5844193562439286,
          -42.8510927439775,
          -68.84846271559844,
          -7.606209677497766,
          54.16118536081922,
          -58.258085859767206,
          30.66095427253375,
          36.861273884309156,
          2.218690620384882,
          -55.8373233659485,
          -69.1408858581214,
          53.32747154147508,
          -54.93199588572242,
          -64.25724171635729,
          -85.70635092220029,
          2.9753643802011402,
          -60.075383866972984,
          6.953042842357259,
          -55.29019377560309,
          -49.753338423184225,
          -55.903983327032805,
          -13.41140189177233,
          -68.3070858037354,
          -49.99002305679545,
          3.5281942708662646,
          -52.88782204233561,
          26.646883358808193,
          85.92166519945653,
          6.899361009268556,
          28.15765892051954,
          56.93774815282424,
          -16.015708159261752,
          76.4865353093891,
          64.27214051552022,
          -59.40212005346943,
          -60.95367740276366,
          -60.33834446081432,
          -19.429605821771926,
          -60.181168195060806,
          -50.06707864315414,
          70.98860617444633,
          -16.682019435935995,
          -53.84396576544435,
          -55.32239238282975,
          -41.24545587097244,
          153.20308520307813,
          96.87197215388154,
          -61.25177990328219,
          96.95032853704153,
          2.5924419754652894,
          -91.16196728102972,
          -59.24010482531244,
          -24.73874341911307,
          62.08426625303404,
          76.83490462760565,
          142.7415903009751,
          -66.26803502155481,
          49.032371662975315,
          -42.46520945689336,
          90.96715112318485,
          -66.95372108007103,
          -29.744148380157686,
          -58.69545491054496,
          -58.74936410308498,
          37.26540113970871,
          71.9501000726429,
          7.232851100608943,
          25.711166163029976,
          47.51510812262648,
          152.23804211881853,
          -46.605101743939294,
          56.171215725999595,
          31.126424034003936,
          32.7948154797996,
          81.53112039369218,
          -10.519787931397662,
          55.519620966166464,
          -81.00471679593262,
          61.027675683983055,
          32.28688278667151,
          -2.2767531700274484,
          -57.36736172882152,
          55.10523924623358,
          50.43022360755497,
          -39.10814910396296,
          118.04546429614747,
          -84.34103540603525,
          -5.889607014262111,
          -4.557687346011957,
          -46.05665994561798,
          -75.57339421839627,
          -11.718624271678252,
          -58.753909362202336,
          32.7957883976849,
          -26.627766512905307,
          45.15216312491629,
          -61.238220157753915,
          -29.182692175977962,
          116.35951020404319,
          -59.887491662809104,
          32.888935065674374,
          -24.90319796615829,
          -57.98787202457182,
          -53.29587976575641,
          -64.30408078428617,
          15.20619664930375,
          -55.96481701414598,
          -41.46473786663692,
          1.33254415475214,
          115.83008189746458,
          12.136312698813315,
          -49.884939601944644,
          -26.512472920154014,
          8.221110501505377,
          -8.459884577905592,
          -24.23737076401992,
          -62.51964997709869,
          52.87887779571593,
          -53.486037232187485,
          17.005626763240215,
          13.388485714680103,
          36.44573696629879,
          -55.01076506845517,
          9.71176405970064,
          -6.409779316175203,
          1.6472281014226635,
          81.64963898122353,
          71.60260998667518,
          45.16516760813442,
          74.59964014192896,
          -6.996348941352066,
          -73.93225472629223,
          -49.59258924333193,
          -4.553616048038893,
          -70.76317964082914,
          -56.18985564949923,
          5.473975746189294,
          -68.47122458346942,
          69.24357897136667,
          -14.613172196014636,
          58.447313341505094,
          1.0711229216135414,
          -40.534087612880356,
          20.866146198162802,
          -69.60403979723809,
          16.63624702658323,
          -46.79693840414113,
          -28.443753437196154,
          5.290719452061232,
          61.290144306477046,
          -32.19821722256075,
          84.94261586654562,
          9.74553029652446,
          15.395987787104978,
          22.446055804241478,
          82.56534249041896,
          -41.42382113146254,
          23.445444059540723,
          24.21471163963986,
          -84.693520591275,
          11.644750818666196,
          5.427311197460965,
          83.01378489264212,
          43.38110512327107,
          15.403697178114598,
          79.19781777227011,
          -64.36505294403604,
          14.227705212743261,
          36.24693266755404,
          -7.332621722234999,
          -6.552916779514698,
          -69.75240646717288,
          -23.236098476073447,
          -33.70969913364871,
          -65.17861633334023,
          15.176966679539055,
          31.727789660484103,
          -36.60015429072503,
          -62.61873184091945,
          -58.231979221978385,
          -49.36734895035399,
          8.556272595537767,
          -28.12079024801983,
          -19.408776335659066,
          -38.06356083557346,
          65.97079668654573,
          107.87759951783957,
          56.436514208656,
          -25.478191946482276,
          8.446480365327869,
          45.928601166960185,
          35.23821307893651,
          143.0569180123024,
          12.248476458540896,
          -4.6556458437087,
          56.49069590129481,
          -42.1785475792819,
          -54.501750758031264,
          62.54506385620072,
          -79.63653381874308,
          96.1940631841804,
          -6.1796799775516,
          111.23262458254598,
          -52.79399542646767,
          35.527807222087965,
          -65.48080051109648,
          -1.469981927476029,
          129.86472868560634,
          27.002235231410314,
          -52.9174288026508,
          121.14832289039524,
          -3.9254814342947806,
          -60.616116023696534,
          -64.38257098450212,
          -55.84024481712718,
          -18.52697025207321,
          97.76069449486377,
          -19.80063451673501,
          -17.65440342473204,
          -71.03845232036039,
          -21.454299699207372,
          -23.36307883125873,
          18.746516414795874,
          69.87665062138987,
          59.6193472378255,
          55.535210049626286,
          -74.16060252819199,
          -10.375880669936612,
          -49.45501839242565,
          3.0569545161441525,
          -35.97961048456884,
          -28.566690955463358,
          70.87870407841761,
          -34.40286083631595,
          -34.56012648212719,
          98.19629915138009,
          -39.21913243911228,
          -22.879313113820704,
          85.67697930450979,
          155.71760948635009,
          -27.543566373065854,
          -4.424094723132304,
          12.57222440263003,
          29.74306677443209,
          97.64974902702937,
          44.25368145684975,
          -27.392744644390227,
          133.42137902451964,
          -9.487698171409589,
          -39.714223053356825,
          -61.28968936341181,
          37.27600038231448,
          -20.297928562176978,
          -56.92470756208361,
          -45.32245504003455,
          2.259512895007895,
          19.374953811764712,
          -53.88454276832539,
          -5.839131048695268,
          27.109362495261756,
          -43.45270382702577,
          -50.77403688354655,
          -43.267997503860975,
          -13.005672502476635,
          -30.321723755777636,
          114.2414063849149,
          28.993545437071937,
          44.33872011495305,
          -85.0437280160614,
          2.8684162853097095,
          43.91394043822583,
          -37.29063187477392,
          -72.60824843775755,
          -24.350527037112872,
          -2.246662656237271,
          -67.32926396733366,
          5.51931398691082,
          -10.322372564739043,
          -76.96747935164434,
          23.527295471031245,
          -60.505288785361,
          47.65646199585862,
          -18.898062265084818,
          -14.062734409199356,
          -58.47285752859301,
          -12.53866929135908,
          -63.46125360032678,
          -69.45416357623766,
          7.038942056948742,
          -39.28031564326579,
          -35.35188278729635,
          73.19251721853327,
          6.142027450144705,
          118.99093154339326,
          45.88358181535183,
          -46.94450583970555,
          45.72936923919107,
          -41.66969802859098,
          -11.234459646846444,
          -34.326061342854636,
          46.59344691094986,
          -57.15067898181664,
          16.236983425140668,
          9.340937481040898,
          -75.54105691036428,
          -40.266804224742756,
          4.6601119866355045,
          78.01557924643573,
          19.383879479924477,
          44.183644412428734,
          123.10396935568063,
          -35.24278144918368,
          -27.444533062811207,
          -0.36974845614171603,
          23.262075826473286,
          -31.267377990128605,
          37.45215353742248,
          -76.1077993506383,
          -65.61904394353103,
          -65.24545234061672,
          82.14629548094814,
          -62.67811559032274,
          -36.16723463059426,
          94.57319735672007,
          -78.26812078943178,
          5.012951564255148,
          34.76883499516788,
          -81.36159337649897,
          -62.58790438351087,
          -32.38562760868297,
          100.481785040518,
          8.357907204881423,
          -59.49102505044022,
          -16.94353364898672,
          -14.640616790051972,
          128.23606841276015,
          117.64879821011918,
          -3.1021361664002094,
          16.254318931047045,
          9.484024796780995,
          -41.48776297038562,
          -28.808744207315254,
          -17.965538869442707,
          57.37089499877858,
          -44.695926110458416,
          75.71709359479621,
          -60.435885548734895,
          -46.479844183775256,
          -45.91369163971523,
          -16.967908173411896,
          4.875647208555638,
          -73.22177086539325,
          -52.654643251871995,
          95.58087279396223,
          53.64791970773828,
          -34.7115538949821,
          80.42094355873134,
          84.50635406212139,
          -40.411013448078606,
          -30.746975446213106,
          94.40043740830176,
          -49.34065192574958,
          4.229005694531519,
          -9.071860283796214,
          -10.153955241806676,
          -38.714747089614164,
          7.202642582059403,
          21.395892247067696,
          72.0366655417501,
          45.54441684073937,
          24.723653091985682,
          -66.21619757789655,
          3.3920145236294865,
          -3.5697233059361135,
          -19.65495643807005,
          -72.53804632473762,
          -14.387306069035128,
          -15.59166378217114,
          -39.96369106300924,
          -30.15333223222452,
          45.26851797920249,
          -45.833839921273544,
          -15.788281408733635,
          19.005591315530282,
          106.69441994545251,
          -18.185174101366368,
          -10.21058806157138,
          55.62191423919025,
          53.65288044488127,
          -47.62750564624421,
          -18.672704434207876,
          -59.0627839768834,
          -51.170437482203766,
          -36.84570335123076,
          -32.619554022110194,
          -26.801989438468546,
          30.27778554459788,
          -23.00260702929011,
          -15.473325749354485,
          129.84867511662887,
          8.952739265414188,
          70.25292250594056,
          -49.25697981936742,
          50.8353445122139,
          13.15369414061543,
          -44.38902024903035,
          -65.48171156966275,
          -30.97487595079723,
          59.96096047007994,
          52.48653468512422,
          -26.810620755974305,
          35.934808167932424,
          45.694609606571674,
          48.6936547934441,
          34.137032672700286,
          24.105814571845137,
          28.587797330645266,
          -69.65854764810663,
          29.03240669423006,
          -67.32404450732551,
          44.002843964933575,
          30.565996521122166,
          -48.63830215887232,
          -16.118311633290975,
          -56.16724066133547,
          -66.35095663111419,
          -16.841337878558033,
          -66.69160633694321,
          -31.92517043349925,
          -4.800636760594755,
          -37.77299998935683,
          -0.5013850226417266,
          -3.50164426833817,
          -36.38970417415603,
          30.440952737055134,
          -46.268269017147624,
          18.28635969165205,
          47.73714243063981,
          20.927851048018315,
          2.6465326021713245,
          -61.394312296489574,
          37.351795878642534,
          6.6358081600606065,
          80.38556080360462,
          -26.849629666545944,
          -4.712167975753283,
          -17.67843822515938,
          -27.85463196734565,
          -6.229920960865795,
          46.32161005684895,
          -11.338328438591649,
          -9.407706691643726,
          -6.690555240354259,
          -27.304399066535098,
          -51.82611151990417,
          27.7501537460027,
          -38.867528951937025,
          94.15717453557603,
          89.98553353617805,
          130.6841925813191,
          -11.483700314265747,
          70.61663652935819,
          -10.386349933326615,
          -43.462896861829215,
          -78.77861839695927,
          -44.010301387282084,
          -48.181811992631644,
          51.75872067767304,
          47.784649037630366,
          21.786901663013406,
          60.24832555484323,
          74.87654880322977,
          -67.52374527256646,
          -39.21079459262332,
          74.08664014130213,
          -38.336888162972976,
          -65.55591315214565,
          22.32516686025303,
          -28.197351752323122,
          86.42765718464278,
          39.64971320751852,
          -63.944536556836056,
          -40.25466183947182,
          -45.833797438205984,
          8.78132373301039,
          -12.126758501046071,
          -46.57292684099008,
          28.191393724622472,
          -36.89591572444385,
          92.7339916925997,
          -62.56422156311192,
          -43.776227907902765,
          24.98019994711537,
          10.30331425847891,
          -60.659538455838394,
          -20.19906032330189,
          10.088999446117484,
          2.618295758738446,
          -18.524338866358217,
          -61.88383754443378,
          -45.62227146349625,
          -36.37200330632803,
          4.714503099054128,
          23.754286461732036,
          63.48963088832151,
          -69.79465512444527,
          -12.561307187714625,
          42.825293794905576,
          -43.87312243439929,
          106.39925152810349,
          26.02610559294889,
          36.89001031155476,
          -39.73580280933268,
          -13.352664143885427,
          -60.17116033835091,
          54.45581346831059,
          50.081459099345956,
          3.974737755506396,
          47.54781075277517,
          -13.981390139247338,
          20.213058301911566,
          -6.434377061227104,
          -27.988852639187968,
          -25.178254371110345,
          11.508630171381967,
          -1.3479708471958547,
          -48.60624434646503,
          -46.88240826892544,
          103.79594196703806,
          -18.398282972300635,
          74.95278348828138,
          15.389970791114584,
          -70.47675444910425,
          -22.277383369464964,
          13.225396589608893,
          99.31828731771499,
          6.2622236410861385,
          -24.34370130243957,
          47.747020506911156,
          -83.80954412315597,
          -50.272248111589306,
          43.30401768266903,
          -29.124829761226405,
          17.93825317073432,
          96.37094521663694,
          -66.81303070067695,
          -66.07535033395857,
          -47.25079420734448,
          -3.8715059260305402,
          -24.60659553896453,
          -28.45481566718093,
          16.381455652338584,
          0.9054071782943647,
          6.76375954527794,
          -31.570699357117068,
          -44.17394796780718,
          58.43739095866771,
          -21.288729120479296,
          -86.67227686429675,
          -37.33754913511224,
          -74.71315632938452,
          -32.200189701954706,
          -74.34696117576115,
          45.364315770104085,
          -50.524272036728824,
          -68.87702081848518,
          -52.145660381907284,
          -28.819572826749866,
          43.31827456227969,
          2.7146127232254122,
          4.615116677894362,
          -28.93740489334188,
          -49.95585865696994,
          -63.527602201156334,
          -63.977381752287975,
          -29.82376283944639,
          -62.8869002531322,
          127.57316067603992,
          -65.97200520086398,
          -56.1198495042173,
          5.538493976371717,
          49.4756182415838,
          -1.7338004598101417,
          -18.47993362976102,
          16.482186765523227,
          93.78887195722666,
          -55.947105029435264,
          61.54937100322205,
          107.85344469014386,
          5.818345927373809,
          -29.747899105064427,
          -65.05508138742147,
          36.53707871517341,
          -23.485480141318902,
          101.85666560029941,
          -55.383590559578074,
          -41.82981762800572,
          -12.87533171584368,
          33.799739511762965,
          51.40046548341088,
          18.299296073061157,
          151.60812970790735,
          79.24794607049733,
          -32.735682393609636,
          4.302483219418836,
          43.2232746288607,
          -5.964765751507736,
          -50.53745480171957,
          -51.5211304538777,
          3.571217805273015,
          21.297703856031784,
          -68.43791269256279,
          48.07107501957344,
          -9.220138087635489,
          106.47794232765355,
          4.2531086896798165,
          80.4085356146402,
          136.68350875252276,
          35.90230477395157,
          0.2791417353312543,
          -49.74969150111386,
          -14.572340534718732,
          12.664255457161259,
          -23.816298666993237,
          12.606393767230248,
          -68.38212620969333,
          -36.13034698448225,
          88.4984422216935,
          26.368483604435752,
          -48.44172550095402,
          -6.939687275287684,
          -1.9189591870638958,
          39.6542991495411,
          -73.36071131992571,
          28.915428269990414,
          30.355182178927848,
          -40.064878867541886,
          33.20901138454661,
          -32.358245852764014,
          -20.143951797927098,
          -45.35012349048348,
          -51.61288410253018,
          -77.0119765375964,
          54.401327380564304,
          -44.686855797291855,
          -58.575049219548255,
          20.92365979051896,
          -59.19613193388249,
          25.45000990725119,
          75.97835236386317,
          69.85323965482243,
          48.997811973637184,
          -57.00612625422548,
          116.55207844234332,
          -36.36616910314666,
          -55.18053054941725,
          57.63378716805662,
          -26.243076843436736,
          7.3514994851905895,
          20.771470622984474,
          63.70121122638307,
          135.70353312058438,
          89.12176530490375,
          -4.107056356124325,
          28.001895653693513,
          69.82776005672493,
          -64.27331093017021,
          -74.11829469812542,
          45.148967348705604,
          -12.242634345919043,
          -70.84758875911321,
          -47.10852655237949,
          13.909778063210217,
          -36.55779276434848,
          73.14853848819966,
          -73.46376541375393,
          98.4822607645784,
          -67.0725210998622,
          -25.506509194008316,
          -47.183773253923604,
          -15.867072490957801,
          124.4636340689352,
          37.343934771635936,
          -28.595806740059203,
          27.83537660118898,
          53.24868386430487,
          -22.30855911201163,
          113.73042142751238,
          -43.80997488065314,
          -41.57096382006226,
          -41.355176617526276,
          24.17559984159765,
          -59.11510780368763,
          -22.182613549472016,
          -53.82401158403845,
          -1.5844193562439286,
          -42.8510927439775,
          -68.84846271559844,
          -7.606209677497766,
          54.16118536081922,
          -58.258085859767206,
          30.66095427253375,
          36.861273884309156,
          2.218690620384882,
          -55.8373233659485,
          -69.1408858581214,
          53.32747154147508,
          -54.93199588572242,
          -64.25724171635729,
          -85.70635092220029,
          2.9753643802011402,
          -60.075383866972984,
          6.953042842357259,
          -55.29019377560309,
          -49.753338423184225,
          -55.903983327032805,
          -13.41140189177233,
          -68.3070858037354,
          -49.99002305679545,
          3.5281942708662646,
          -52.88782204233561,
          26.646883358808193,
          85.92166519945653,
          6.899361009268556,
          28.15765892051954,
          56.93774815282424,
          -16.015708159261752,
          76.4865353093891,
          64.27214051552022,
          -59.40212005346943,
          -60.95367740276366,
          -60.33834446081432,
          -19.429605821771926,
          -60.181168195060806,
          -50.06707864315414,
          70.98860617444633,
          -16.682019435935995,
          -53.84396576544435,
          -55.32239238282975,
          -41.24545587097244,
          153.20308520307813,
          96.87197215388154,
          -61.25177990328219,
          96.95032853704153,
          2.5924419754652894,
          -91.16196728102972,
          -59.24010482531244,
          -24.73874341911307,
          62.08426625303404,
          76.83490462760565,
          142.7415903009751,
          -66.26803502155481,
          49.032371662975315,
          -42.46520945689336,
          90.96715112318485,
          -66.95372108007103,
          -29.744148380157686,
          -58.69545491054496,
          -58.74936410308498,
          37.26540113970871,
          71.9501000726429,
          7.232851100608943,
          25.711166163029976,
          47.51510812262648,
          152.23804211881853,
          -46.605101743939294,
          56.171215725999595,
          31.126424034003936,
          32.7948154797996,
          81.53112039369218,
          -10.519787931397662,
          55.519620966166464,
          -81.00471679593262,
          61.027675683983055,
          32.28688278667151,
          -2.2767531700274484,
          -57.36736172882152,
          55.10523924623358,
          50.43022360755497,
          -39.10814910396296,
          118.04546429614747,
          -84.34103540603525,
          -5.889607014262111,
          -4.557687346011957,
          -46.05665994561798,
          -75.57339421839627,
          -11.718624271678252,
          -58.753909362202336,
          32.7957883976849,
          -26.627766512905307,
          45.15216312491629,
          -61.238220157753915,
          -29.182692175977962,
          116.35951020404319,
          -59.887491662809104,
          32.888935065674374,
          -24.90319796615829,
          -57.98787202457182,
          -53.29587976575641,
          -64.30408078428617,
          15.20619664930375,
          -55.96481701414598,
          -41.46473786663692,
          1.33254415475214,
          115.83008189746458,
          12.136312698813315,
          -49.884939601944644,
          -26.512472920154014,
          8.221110501505377,
          -8.459884577905592,
          -24.23737076401992,
          -62.51964997709869,
          52.87887779571593,
          -53.486037232187485,
          17.005626763240215,
          13.388485714680103,
          36.44573696629879,
          -55.01076506845517,
          9.71176405970064,
          -6.409779316175203,
          1.6472281014226635,
          81.64963898122353,
          71.60260998667518,
          45.16516760813442,
          74.59964014192896,
          -6.996348941352066,
          -73.93225472629223,
          -49.59258924333193,
          -4.553616048038893,
          -70.76317964082914,
          -56.18985564949923,
          5.473975746189294,
          -68.47122458346942,
          69.24357897136667,
          -14.613172196014636,
          58.447313341505094,
          1.0711229216135414,
          -40.534087612880356,
          20.866146198162802,
          -69.60403979723809,
          16.63624702658323,
          -46.79693840414113,
          -28.443753437196154,
          5.290719452061232,
          61.290144306477046,
          -32.19821722256075,
          84.94261586654562,
          9.74553029652446,
          15.395987787104978,
          22.446055804241478,
          82.56534249041896,
          -41.42382113146254,
          23.445444059540723,
          24.21471163963986,
          -84.693520591275,
          11.644750818666196,
          5.427311197460965,
          83.01378489264212,
          43.38110512327107,
          15.403697178114598,
          79.19781777227011,
          -64.36505294403604,
          14.227705212743261,
          36.24693266755404,
          -7.332621722234999,
          -6.552916779514698,
          -69.75240646717288,
          -23.236098476073447,
          -33.70969913364871,
          -65.17861633334023,
          15.176966679539055,
          31.727789660484103,
          -36.60015429072503,
          -62.61873184091945,
          -58.231979221978385,
          -49.36734895035399,
          8.556272595537767,
          -28.12079024801983,
          -19.408776335659066,
          -38.06356083557346,
          65.97079668654573,
          107.87759951783957,
          56.436514208656,
          -25.478191946482276,
          8.446480365327869,
          45.928601166960185,
          35.23821307893651,
          143.0569180123024,
          12.248476458540896,
          -4.6556458437087,
          56.49069590129481,
          -42.1785475792819,
          -54.501750758031264,
          62.54506385620072,
          -79.63653381874308,
          96.1940631841804,
          -6.1796799775516,
          111.23262458254598,
          -52.79399542646767,
          35.527807222087965,
          -65.48080051109648,
          -1.469981927476029,
          129.86472868560634,
          27.002235231410314,
          -52.9174288026508,
          121.14832289039524,
          -3.9254814342947806,
          -60.616116023696534,
          -64.38257098450212,
          -55.84024481712718,
          -18.52697025207321,
          97.76069449486377,
          -19.80063451673501,
          -17.65440342473204,
          -71.03845232036039,
          -21.454299699207372,
          -23.36307883125873,
          18.746516414795874,
          69.87665062138987,
          59.6193472378255,
          55.535210049626286,
          -74.16060252819199,
          -10.375880669936612,
          -49.45501839242565,
          3.0569545161441525,
          -35.97961048456884,
          -28.566690955463358,
          70.87870407841761,
          -34.40286083631595,
          -34.56012648212719,
          98.19629915138009,
          -39.21913243911228,
          -22.879313113820704,
          85.67697930450979,
          155.71760948635009,
          -27.543566373065854,
          -4.424094723132304,
          12.57222440263003,
          29.74306677443209,
          97.64974902702937,
          44.25368145684975,
          -27.392744644390227,
          133.42137902451964,
          -9.487698171409589,
          -39.714223053356825,
          -61.28968936341181,
          37.27600038231448,
          -20.297928562176978,
          -56.92470756208361,
          -45.32245504003455,
          2.259512895007895,
          19.374953811764712,
          -53.88454276832539,
          -5.839131048695268,
          27.109362495261756,
          -43.45270382702577,
          -50.77403688354655,
          -43.267997503860975,
          -13.005672502476635,
          -30.321723755777636,
          114.2414063849149,
          28.993545437071937,
          44.33872011495305,
          -85.04372801606138,
          2.8684162853097064,
          43.91394043822583,
          -37.290631874773915,
          -72.60824843775755,
          -24.350527037112872,
          -2.246662656237272,
          -67.32926396733366
         ]
        },
        {
         "marker": {
          "color": "rgba(255, 128, 2, 0.8)"
         },
         "mode": "markers",
         "name": "Cluster 2",
         "type": "scatter",
         "x": [
          1503.1986769667371,
          1787.788622242171,
          2477.08031682082,
          1543.1638532252725,
          1829.8297041706476,
          1844.2340942640035,
          836.3547593020226,
          1556.952972391683,
          1203.2532694121383,
          4536.126594841473,
          3583.023069978503,
          900.5595161594612,
          888.3439608896058,
          2580.8259252091884,
          4026.0073052281878,
          2676.91928611428,
          953.3051853494486,
          2631.8589265140827,
          1201.9863340035038,
          2370.7593028698498,
          3348.486324555932,
          3072.2378295906715,
          2460.4411454082046,
          858.5376888669151,
          1051.920123809621,
          1521.860098152971,
          2129.4876681093288,
          621.715193586883,
          1662.8050970764891,
          953.2413130875624,
          1862.633776119173,
          918.479767718896,
          3709.6161140115173,
          2610.3079505165424,
          803.0105945615858,
          5733.978816733645,
          4743.073538842056,
          3028.444845625239,
          5137.596441680599,
          4068.145521554067,
          936.8980758662593,
          1357.5337386321182,
          1083.2625121274536,
          3142.359908611319,
          3322.031387208212,
          1589.454743848638,
          1736.0248491705456,
          777.0312524151805,
          3789.6930200171614,
          2507.192115323978,
          2513.974209095112,
          890.9983254580362,
          2837.095831646503,
          3776.1766995758617,
          3127.0377400791003,
          1042.0534776603463,
          4470.5122324996755,
          1887.7992640597245,
          1397.4240182294243,
          3418.1860843716377,
          1456.7351669383731,
          1318.1226007969808,
          721.754602866665,
          868.078090224917,
          2535.1992655490444,
          1201.9959488106085,
          4562.575284940821,
          1015.3969561928432,
          4989.425516562624,
          992.871871946407,
          1523.150678865974,
          1207.5075968573185,
          3027.8094061755423,
          1545.4978430218669,
          2421.2330318434247,
          2718.1856784397314,
          3126.999473437405,
          3597.6433837973395,
          5064.17579278964,
          5220.352890668274,
          1434.0472431446112,
          3855.6857551665553,
          3326.5096783323124,
          1633.4150507082634,
          3266.062239358089,
          1016.5471227538118,
          3661.509361005848,
          5463.316950600438,
          3084.6123644459326,
          805.949684987965,
          1615.1810491737854,
          1643.5045563552603,
          2180.0074375722793,
          3213.9261892344584,
          2718.140291158611,
          1106.6251692584583,
          1686.2248168563335,
          2044.4620112235689,
          2193.707618354068,
          7034.391198558759,
          1104.6884847173412,
          4177.20653091385,
          636.1312041212598,
          2143.975522458124,
          1074.4336543281665,
          909.6732099765491,
          3262.7439486855997,
          3860.598771378694,
          1859.0565902541541,
          929.8133314249893,
          2799.4731926044005,
          1377.92174252293,
          2921.1791106419137,
          1736.0457729535842,
          5528.864627315156,
          3481.7104831529864,
          1017.5955054210269,
          2041.632997663127,
          3142.330735924181,
          1289.0208070639274,
          1681.1264078313066,
          1026.6961491423485,
          1474.828290876032,
          720.7900432890456,
          4677.974939158268,
          1578.2711305067858,
          3537.3269268899594,
          961.4337622827994,
          2077.402887458368,
          705.8393790339316,
          1026.4853541029668,
          1183.2030862044685,
          3392.4672409810496,
          4454.123678194412,
          3409.82104809983,
          2710.2348092212005,
          902.0341071870624,
          2763.9122263640556,
          806.2628582187648,
          1368.1959778846046,
          1194.8999245781915,
          1169.9515654177692,
          913.5637639760944,
          664.1311896956387,
          6925.178000073955,
          2232.4778379845093,
          1216.9255989861163,
          5880.509303586167,
          706.998038249068,
          814.6189227747823,
          1094.7093764995207,
          766.0789610192414,
          1254.2273024019928,
          2029.2506481528287,
          4860.9823967899765,
          2351.7175027555686,
          641.5151904792533,
          2148.397658732925,
          3028.401777750221,
          1038.7635640125577,
          3111.70966693349,
          1232.7327356924554,
          3184.139766614599,
          2973.829571882028,
          1065.9400670158916,
          3501.0300834871628,
          2682.8273753546655,
          643.3220034935072,
          2185.3465152971844,
          632.0690923209403,
          1615.192995249557,
          2423.0539376154447,
          1583.6695056818262,
          970.3962719766246,
          1409.2906457919173,
          708.235635750287,
          652.7714494853016,
          3537.3018737594894,
          3269.232226687555,
          632.3766653388259,
          1600.989734597309,
          1326.2414291085872,
          2761.2598022628777,
          1808.0944172939583,
          2530.0666082568077,
          2853.8907380311052,
          2465.2021825586216,
          3503.9136213654997,
          4958.551667793847,
          4378.211653854446,
          1012.3547200695182,
          2439.637431787935,
          1543.2062705240764,
          834.1306587258377,
          1046.8667404442888,
          1962.166317756535,
          3531.547584820676,
          5209.313950278293,
          824.3449166375133,
          1343.9500874310133,
          1310.246186540339,
          1662.7258786852453,
          1226.8961059521425,
          636.7124623020616,
          953.2605741980598,
          2925.7636600545857,
          3720.40654260772,
          2268.2192318623065,
          2084.97205126485,
          1221.5910577677525,
          2740.090912457576,
          5255.059699623917,
          719.2779636966139,
          840.6060081403792,
          1026.4952731707428,
          695.4295544134736,
          933.2876329706286,
          1511.080913006542,
          1265.4031109546384,
          846.5420677927965,
          2881.206545210617,
          2322.0343380604486,
          2128.4856671716434,
          2242.2850714563006,
          2501.9909370128867,
          941.6543524497918,
          690.5386952867873,
          1201.9947946795812,
          5600.1594343794395,
          641.4627294873009,
          2359.7332434893747,
          2930.2914694942156,
          2964.5106482897436,
          772.0928543844756,
          1004.0157242428913,
          2054.3278401050393,
          628.332981064531,
          1129.6862831631101,
          861.0922590098269,
          2908.711948051764,
          1002.5179468037023,
          854.2768211876994,
          1120.9164924407148,
          5525.456163216984,
          633.9333994445038,
          1384.2917058098071,
          3011.3515935790906,
          1709.5556492314884,
          961.5009188017597,
          1104.2405691616211,
          1853.7708102053566,
          2948.958318822234,
          3134.056049593111,
          3743.796621877292,
          3210.1297026295274,
          2828.2944332681295,
          834.062754818674,
          622.6768231260423,
          661.6731277296194,
          4280.97843242765,
          822.6100490173425,
          853.019200515592,
          2410.4533572856726,
          1179.0142376048818,
          708.2052232788857,
          1866.156297651566,
          978.494023551516,
          881.4630736554241,
          721.7695470530464,
          813.1072319342838,
          4098.421626679555,
          4784.346846905407,
          2423.0070007517434,
          1868.7375773128856,
          866.9729116297302,
          916.0501520652301,
          5136.246361750746,
          722.2060117086569,
          2706.5006733990826,
          1590.267413741658,
          2327.0858456293763,
          657.7959936989707,
          2827.928966429146,
          3168.1639986122223,
          3235.718584026718,
          1313.341075612931,
          3808.2591791261807,
          2828.962623136758,
          654.6426694510579,
          3284.1959017443833,
          6900.154509990204,
          748.9392122561393,
          7042.964757491351,
          2805.243481172539,
          8003.281624793706,
          4389.699925006591,
          908.3261309361628,
          3368.6761317412384,
          900.3549015866713,
          1793.8795699991335,
          1976.108450254991,
          695.6137919064953,
          1427.7980479031098,
          4117.7138159005135,
          1307.0677186349806,
          1377.3339056629502,
          4917.724531434136,
          3816.6041120664668,
          641.4397506839043,
          1678.2060257728294,
          3478.5533590157243,
          3156.265589484801,
          3276.9797712353966,
          3951.6272216311086,
          2610.331790967559,
          778.4117372239839,
          698.1353703881401,
          2322.4027918865845,
          3544.4992846076825,
          2939.4272373353288,
          2188.2108570382516,
          5062.487229659186,
          1149.732539011499,
          1182.2503676776782,
          3027.8506423970216,
          3118.820975055097,
          2597.598739268333,
          3116.7993419308323,
          701.1006060330728,
          4534.446802253609,
          1797.1369276816922,
          1468.866283920845,
          1194.843099564266,
          4640.054632484533,
          5239.650651926648,
          1513.6825617700424,
          2655.9827288643505,
          803.9339704725264,
          2130.9576748774202,
          815.0191607738303,
          895.4801946518598,
          1251.6014840955152,
          2586.2242352050052,
          3470.477236600661,
          3170.1815029813956,
          1485.5587428438162,
          3115.8595310649343,
          1428.5618389743574,
          1594.7876192769222,
          1149.6983803824542,
          3807.7688564322953,
          1023.9010826501528,
          747.7501134992995,
          664.181436512858,
          650.407682121177,
          2612.9328115082144,
          1002.0811251207559,
          1326.399402869468,
          2012.461984767732,
          1180.8271743642947,
          881.3832505558997,
          1536.695539810257,
          643.3264181564177,
          721.7640622752504,
          5899.396867352403,
          1400.882389705396,
          2114.3906938147557,
          3618.130732309616,
          1594.3430027288248,
          1191.8164391265288,
          2029.7393334654598,
          781.6693534646885,
          2732.7840484742323,
          1953.9074986401029,
          1093.9283928786554,
          693.2574316832158,
          3150.8586105020167,
          726.6253406828772,
          1268.6555996821423,
          774.5774131387186,
          1132.9091432003652,
          2168.1130216557217,
          760.3043790650639,
          630.6554837796682,
          1348.6059336355688,
          915.1801289309421,
          1142.2728020606921,
          1126.620858599795,
          1429.767691213422,
          3088.171200478186,
          1278.3858168509757,
          1863.6477823444702,
          1139.7425952617273,
          3676.4341095743116,
          3111.7839425597617,
          698.10464123394,
          641.4719219040918,
          4120.436750686493,
          2334.795641184851,
          2330.1903671737427,
          3933.0216488556634,
          2238.233256982998,
          3720.397970505518,
          3193.2579054589273,
          3583.890678307056,
          754.797667260147,
          1455.7610161106898,
          4663.984474691621,
          2958.5172081820488,
          1160.8177489076536,
          2967.610296179559,
          2268.211965321702,
          845.6432772411422,
          3465.759336057904,
          1429.6862941289148,
          1188.868276723798,
          1613.1592529909378,
          1527.7052148718622,
          2337.0023276981647,
          788.3507479991479,
          3133.1091072275667,
          1182.4532419186346,
          1468.5922840345186,
          3785.9434438112016,
          2202.891709436771,
          9211.540768590397,
          1498.7673860565621,
          3653.358933728136,
          3722.046563250302,
          2014.98555729499,
          1681.5771034056465,
          1840.9741544250396,
          3830.285957956971,
          630.1207394087827,
          2591.0960421044665,
          1977.4634508760494,
          2258.8564294043695,
          1905.4526209847468,
          1346.9214917583759,
          1615.1494743345788,
          2724.8432092509524,
          3150.4931810530434,
          1735.127197858127,
          1954.5845617307907,
          845.4282167700728,
          2160.7927675579394,
          3290.7570780018996,
          1780.0380423018275,
          5413.5410249665765,
          3393.120813730005,
          845.4130735776168,
          1643.1408945810701,
          1772.0577444779856,
          1134.9488688116887,
          1521.1680114708001,
          3245.8256688204438,
          2395.1848215637815,
          1516.2117294628392,
          2689.7433121339322,
          860.357775208747,
          1175.8786091642617,
          1921.7801710250626,
          1642.953063314238,
          1321.5187589390255,
          868.1297839521866,
          3946.053154802807,
          4435.188433566443,
          863.2915060545756,
          3052.9112382376284,
          2428.1447955903286,
          1988.2932655356342,
          2718.1639843424805,
          877.6443355188478,
          2281.482312441771,
          1655.9142461807119,
          4342.519650839407,
          2577.137539700524,
          4708.40264267191,
          2055.8156270447266,
          1278.3983524840792,
          1521.8663064460454,
          3295.5619042664284,
          4840.225433044314,
          1628.462236575163,
          898.0404381310082,
          1887.787794468889,
          822.7551035322722,
          1071.9490559034937,
          824.3381790459042,
          2023.7010155409507,
          4897.1759068866995,
          3290.760607527237,
          1220.7930892996155,
          4538.0823072202365,
          1165.5798853559597,
          1326.2032919894743,
          1421.5227958835476,
          3375.997490501295,
          3969.0226792948533,
          3304.770160936777,
          739.0452811076857,
          1676.1643023407748,
          4882.840905999689,
          3092.3758696148047,
          2443.810729977765,
          4291.965430283287,
          1039.9656901885878,
          4192.070974878381,
          4536.56679358027,
          1105.6383597935048,
          1561.8314234694712,
          894.8111367324008,
          1027.6453927118998,
          748.3013702494508,
          1186.9516268771,
          1545.5266756112824,
          1187.2614883214878,
          3393.103410266908,
          3724.7174095648984,
          4172.407221838902,
          743.4406653984074,
          899.5908116666457,
          2216.377476135063,
          643.0564091945646,
          1314.3563775301682,
          893.2310968447589,
          909.6451174336976,
          2193.9289426098817,
          845.4142526736193,
          1553.170305866388,
          2282.3977310439736,
          1395.4683763943642,
          1904.470222260846,
          940.3653116125759,
          1880.1395343472154,
          709.5002216939838,
          1443.7010364286027,
          1608.878034524155,
          713.3163859315015,
          1450.2547715141377,
          2176.940839078465,
          628.3358481131044,
          4459.810717950424,
          2958.495110808358,
          675.7809971033531,
          3553.7211089575853,
          1944.132080478762,
          4382.7554851573195,
          1050.50482170276,
          3772.5640127686215,
          753.6911248094432,
          1326.2650732212094,
          641.46921351949,
          5270.240576336503,
          654.1049657660402,
          845.6807586580052,
          633.3240664289561,
          2208.7629430834004,
          4853.35413197402,
          1182.4318725154023,
          3008.2103637046707,
          678.2915372390827,
          3743.7693253876023,
          749.4387884659347,
          1463.1869443722417,
          3289.35169753553,
          767.4263573040093,
          2333.98055632252,
          2171.0228944309924,
          2587.6693105963195,
          3801.264514557555,
          2682.419700737412,
          1373.1644067418106,
          2199.4197659757056,
          3881.543289938204,
          744.0885898267326,
          873.296155045755,
          920.3260063429616,
          3135.4977657336244,
          1215.3693529860996,
          2017.9052328568516,
          1819.8884493042012,
          834.0534801690135,
          3116.8818423764837,
          1885.8202005179808,
          2912.3250722695984,
          1314.9009617672093,
          2530.116856934701,
          2800.9807273706324,
          2314.2524826816602,
          3629.0318076383546,
          3099.258139860162,
          1329.2946887724684,
          1853.7872923927507,
          4934.835663090144,
          2125.703170766169,
          973.8430287769561,
          4517.011185538183,
          6006.836625972952,
          1644.3476283208101,
          8003.281624793706,
          4389.699925006591,
          908.3261309361628,
          3368.6761317412384,
          900.3549015866713,
          1793.8795699991335,
          1976.108450254991,
          695.6137919064953,
          1427.7980479031098,
          4117.7138159005135,
          1307.0677186349806,
          1377.3339056629502,
          4917.724531434136,
          3816.6041120664668,
          641.4397506839043,
          1678.2060257728294,
          3478.5533590157243,
          3156.265589484801,
          3276.9797712353966,
          3951.6272216311086,
          2610.331790967559,
          778.4117372239839,
          698.1353703881401,
          2322.4027918865845,
          3544.4992846076825,
          2939.4272373353288,
          2188.2108570382516,
          5062.487229659186,
          1149.732539011499,
          1182.2503676776782,
          3027.8506423970216,
          3118.820975055097,
          2597.598739268333,
          3116.7993419308323,
          701.1006060330728,
          4534.446802253609,
          1797.1369276816922,
          1468.866283920845,
          1194.843099564266,
          4640.054632484533,
          5239.650651926648,
          1513.6825617700424,
          2655.9827288643505,
          803.9339704725264,
          2130.9576748774202,
          815.0191607738303,
          895.4801946518598,
          1251.6014840955152,
          2586.2242352050052,
          3470.477236600661,
          3170.1815029813956,
          1485.5587428438162,
          3115.8595310649343,
          1428.5618389743574,
          1594.7876192769222,
          1149.6983803824542,
          3807.7688564322953,
          1023.9010826501528,
          747.7501134992995,
          664.181436512858,
          650.407682121177,
          2612.9328115082144,
          1002.0811251207559,
          1326.399402869468,
          2012.461984767732,
          1180.8271743642947,
          881.3832505558997,
          1536.695539810257,
          643.3264181564177,
          721.7640622752504,
          5899.396867352403,
          1400.882389705396,
          2114.3906938147557,
          3618.130732309616,
          1594.3430027288248,
          1191.8164391265288,
          2029.7393334654598,
          781.6693534646885,
          2732.7840484742323,
          1953.9074986401029,
          1093.9283928786554,
          693.2574316832158,
          3150.8586105020167,
          726.6253406828772,
          1268.6555996821423,
          774.5774131387186,
          1132.9091432003652,
          2168.1130216557217,
          760.3043790650639,
          630.6554837796682,
          1348.6059336355688,
          915.1801289309421,
          1142.2728020606921,
          1126.620858599795,
          1429.767691213422,
          3088.171200478186,
          1278.3858168509757,
          1863.6477823444702,
          1139.7425952617273,
          3676.4341095743116,
          3111.7839425597617,
          698.10464123394,
          641.4719219040918,
          4120.436750686493,
          2334.795641184851,
          2330.1903671737427,
          3933.0216488556634,
          2238.233256982998,
          3720.397970505518,
          3193.2579054589273,
          3583.890678307056,
          754.797667260147,
          1455.7610161106898,
          4663.984474691621,
          2958.5172081820488,
          1160.8177489076536,
          2967.610296179559,
          2268.211965321702,
          845.6432772411422,
          3465.759336057904,
          1429.6862941289148,
          1188.868276723798,
          1613.1592529909378,
          1527.7052148718622,
          2337.0023276981647,
          788.3507479991479,
          3133.1091072275667,
          1182.4532419186346,
          1468.5922840345186,
          3785.9434438112016,
          2202.891709436771,
          9211.540768590397,
          1498.7673860565621,
          3653.358933728136,
          3722.046563250302,
          2014.98555729499,
          1681.5771034056465,
          1840.9741544250396,
          3830.285957956971,
          630.1207394087827,
          2591.0960421044665,
          1977.4634508760494,
          2258.8564294043695,
          1905.4526209847468,
          1346.9214917583759,
          1615.1494743345788,
          2724.8432092509524,
          3150.4931810530434,
          1735.127197858127,
          1954.5845617307907,
          845.4282167700728,
          2160.7927675579394,
          3290.7570780018996,
          1780.0380423018275,
          5413.5410249665765,
          3393.120813730005,
          845.4130735776168,
          1643.1408945810701,
          1772.0577444779856,
          1134.9488688116887,
          1521.1680114708001,
          3245.8256688204438,
          2395.1848215637815,
          1516.2117294628392,
          2689.7433121339322,
          860.357775208747,
          1175.8786091642617,
          1921.7801710250626,
          1642.953063314238,
          1321.5187589390255,
          868.1297839521866,
          3946.053154802807,
          4435.188433566443,
          863.2915060545756,
          3052.9112382376284,
          2428.1447955903286,
          1988.2932655356342,
          2718.1639843424805,
          877.6443355188478,
          2281.482312441771,
          1655.9142461807119,
          4342.519650839407,
          2577.137539700524,
          4708.40264267191,
          2055.8156270447266,
          1278.3983524840792,
          1521.8663064460454,
          3295.5619042664284,
          4840.225433044314,
          1628.462236575163,
          898.0404381310082,
          1887.787794468889,
          822.7551035322722,
          1071.9490559034937,
          824.3381790459042,
          2023.7010155409507,
          4897.1759068866995,
          3290.760607527237,
          1220.7930892996155,
          4538.0823072202365,
          1165.5798853559597,
          1326.2032919894743,
          1421.5227958835476,
          3375.997490501295,
          3969.0226792948533,
          3304.770160936777,
          739.0452811076857,
          1676.1643023407748,
          4882.840905999689,
          3092.3758696148047,
          2443.810729977765,
          4291.965430283287,
          1039.9656901885878,
          4192.070974878381,
          4536.56679358027,
          1105.6383597935048,
          1561.8314234694712,
          894.8111367324008,
          1027.6453927118998,
          748.3013702494508,
          1186.9516268771,
          1545.5266756112824,
          1187.2614883214878,
          3393.103410266908,
          3724.7174095648984,
          4172.407221838902,
          743.4406653984074,
          899.5908116666457,
          2216.377476135063,
          643.0564091945646,
          1314.3563775301682,
          893.2310968447589,
          909.6451174336976,
          2193.9289426098817,
          845.4142526736193,
          1553.170305866388,
          2282.3977310439736,
          1395.4683763943642,
          1904.470222260846,
          940.3653116125759,
          1880.1395343472154,
          709.5002216939838,
          1443.7010364286027,
          1608.878034524155,
          713.3163859315015,
          1450.2547715141377,
          2176.940839078465,
          628.3358481131044,
          4459.810717950424,
          2958.495110808358,
          675.7809971033531,
          3553.7211089575853,
          1944.132080478762,
          4382.7554851573195,
          1050.50482170276,
          3772.5640127686215,
          753.6911248094432,
          1326.2650732212094,
          641.46921351949,
          5270.240576336503,
          654.1049657660402,
          845.6807586580052,
          633.3240664289561,
          2208.7629430834004,
          4853.35413197402,
          1182.4318725154023,
          3008.2103637046707,
          678.2915372390827,
          3743.7693253876023,
          749.4387884659347,
          1463.1869443722417,
          3289.35169753553,
          767.4263573040093,
          2333.98055632252,
          2171.0228944309924,
          2587.6693105963195,
          3801.264514557555,
          2682.419700737412,
          1373.1644067418106,
          2199.4197659757056,
          3881.543289938204,
          744.0885898267326,
          873.296155045755,
          920.3260063429616,
          3135.4977657336244,
          1215.3693529860996,
          2017.9052328568516,
          1819.8884493042012,
          834.0534801690135,
          3116.8818423764837,
          1885.8202005179808,
          2912.3250722695984,
          1314.9009617672093,
          2530.116856934701,
          2800.9807273706324,
          2314.2524826816602,
          3629.0318076383546,
          3099.258139860162,
          1329.2946887724684,
          1853.7872923927507,
          4934.835663090144,
          2125.703170766169,
          973.8430287769561,
          4517.011185538183,
          6006.836625972952,
          1644.3476283208101,
          8003.281624793706,
          4389.699925006591,
          908.3261309361628,
          3368.6761317412384,
          900.3549015866713,
          1793.8795699991335,
          1976.108450254991,
          695.6137919064953,
          1427.7980479031098,
          4117.7138159005135,
          1307.0677186349806,
          1377.3339056629502,
          4917.724531434136,
          3816.6041120664668,
          641.4397506839043,
          1678.2060257728294,
          3478.5533590157243,
          3156.265589484801,
          3276.9797712353966,
          3951.6272216311086,
          2610.331790967559,
          778.4117372239839,
          698.1353703881401,
          2322.4027918865845,
          3544.4992846076825,
          2939.4272373353288,
          2188.2108570382516,
          5062.487229659186,
          1149.732539011499,
          1182.2503676776782,
          3027.8506423970216,
          3118.820975055097,
          2597.598739268333,
          3116.7993419308323,
          701.1006060330728,
          4534.446802253609,
          1797.1369276816922,
          1468.866283920845,
          1194.843099564266,
          4640.054632484533,
          5239.650651926648,
          1513.6825617700424,
          2655.9827288643505,
          803.9339704725264,
          2130.9576748774202,
          815.0191607738303,
          895.4801946518598,
          1251.6014840955152,
          2586.2242352050052,
          3470.477236600661,
          3170.1815029813956,
          1485.5587428438162,
          3115.8595310649343,
          1428.5618389743574,
          1594.7876192769222,
          1149.6983803824542,
          3807.7688564322953,
          1023.9010826501528,
          747.7501134992995,
          664.181436512858,
          650.407682121177,
          2612.9328115082144,
          1002.0811251207559,
          1326.399402869468,
          2012.461984767732,
          1180.8271743642947,
          881.3832505558997,
          1536.695539810257,
          643.3264181564177,
          721.7640622752504,
          5899.396867352403,
          1400.882389705396,
          2114.3906938147557,
          3618.130732309616,
          1594.3430027288248,
          1191.8164391265288,
          2029.7393334654598,
          781.6693534646885,
          2732.7840484742323,
          1953.9074986401029,
          1093.9283928786554,
          693.2574316832158,
          3150.8586105020167,
          726.6253406828772,
          1268.6555996821423,
          774.5774131387186,
          1132.9091432003652,
          2168.1130216557217,
          760.3043790650639,
          630.6554837796682,
          1348.6059336355688,
          915.1801289309421,
          1142.2728020606921,
          1126.620858599795,
          1429.767691213422,
          3088.171200478186,
          1278.3858168509757,
          1863.6477823444702,
          1139.7425952617273,
          3676.4341095743116,
          3111.7839425597617,
          698.10464123394,
          641.4719219040918,
          4120.436750686493,
          2334.795641184851,
          2330.1903671737427,
          3933.0216488556634,
          2238.233256982998,
          3720.397970505518,
          3193.2579054589273,
          3583.890678307056,
          754.797667260147,
          1455.7610161106898,
          4663.984474691621,
          2958.5172081820488,
          1160.8177489076536,
          2967.610296179559,
          2268.211965321702,
          845.6432772411422,
          3465.759336057904,
          1429.6862941289148,
          1188.868276723798,
          1613.1592529909378,
          1527.7052148718622,
          2337.0023276981647,
          788.3507479991479,
          3133.1091072275667,
          1182.4532419186346,
          1468.5922840345186,
          3785.9434438112016,
          2202.891709436771,
          9211.540768590397,
          1498.7673860565621,
          3653.358933728136,
          3722.046563250302,
          2014.98555729499,
          1681.5771034056465,
          1840.9741544250396,
          3830.285957956971,
          630.1207394087827,
          2591.0960421044665,
          1977.4634508760494,
          2258.8564294043695,
          1905.4526209847468,
          1346.9214917583759,
          1615.1494743345788,
          2724.8432092509524,
          3150.4931810530434,
          1735.127197858127,
          1954.5845617307907,
          845.4282167700728,
          2160.7927675579394,
          3290.7570780018996,
          1780.0380423018275,
          5413.5410249665765,
          3393.120813730005,
          845.4130735776168,
          1643.1408945810701,
          1772.0577444779856,
          1134.9488688116887,
          1521.1680114708001,
          3245.8256688204438,
          2395.1848215637815,
          1516.2117294628392,
          2689.7433121339322,
          860.357775208747,
          1175.8786091642617,
          1921.7801710250626,
          1642.953063314238,
          1321.5187589390255,
          868.1297839521866,
          3946.053154802807,
          4435.188433566443,
          863.2915060545756,
          3052.9112382376284,
          2428.1447955903286,
          1988.2932655356342,
          2718.1639843424805,
          877.6443355188478,
          2281.482312441771,
          1655.9142461807119,
          4342.519650839407,
          2577.137539700524,
          4708.40264267191,
          2055.8156270447266,
          1278.3983524840792,
          1521.8663064460454,
          3295.5619042664284,
          4840.225433044314,
          1628.462236575163,
          898.0404381310082,
          1887.787794468889,
          822.7551035322722,
          1071.9490559034937,
          824.3381790459042,
          2023.7010155409507,
          4897.1759068866995,
          3290.760607527237,
          1220.7930892996155,
          4538.0823072202365,
          1165.5798853559597,
          1326.2032919894743,
          1421.5227958835476,
          3375.997490501295,
          3969.0226792948533,
          3304.770160936777,
          739.0452811076857,
          1676.1643023407748,
          4882.840905999689,
          3092.3758696148047,
          2443.810729977765,
          4291.965430283287,
          1039.9656901885878,
          4192.070974878381,
          4536.56679358027,
          1105.6383597935048,
          1561.8314234694712,
          894.8111367324008,
          1027.6453927118998,
          748.3013702494508,
          1186.9516268771,
          1545.5266756112824,
          1187.2614883214878,
          3393.103410266908,
          3724.7174095648984,
          4172.407221838902,
          743.4406653984074,
          899.5908116666457,
          2216.377476135063,
          643.0564091945646,
          1314.3563775301682,
          893.2310968447589,
          909.6451174336976,
          2193.9289426098817,
          845.4142526736193,
          1553.170305866388,
          2282.3977310439736,
          1395.4683763943642,
          1904.470222260846,
          940.3653116125759,
          1880.1395343472154,
          709.5002216939838,
          1443.7010364286027,
          1608.878034524155,
          713.3163859315015,
          1450.2547715141377,
          2176.940839078465,
          628.3358481131044,
          4459.810717950424,
          2958.495110808358,
          675.7809971033531,
          3553.7211089575853,
          1944.132080478762,
          4382.7554851573195,
          1050.50482170276,
          3772.5640127686215,
          753.6911248094432,
          1326.2650732212094,
          641.46921351949,
          5270.240576336503,
          654.1049657660402,
          845.6807586580052,
          633.3240664289561,
          2208.7629430834004,
          4853.35413197402,
          1182.4318725154023,
          3008.2103637046707,
          678.2915372390827,
          3743.7693253876023,
          749.4387884659347,
          1463.1869443722417,
          3289.35169753553,
          767.4263573040093,
          2333.98055632252,
          2171.0228944309924,
          2587.6693105963195,
          3801.264514557555,
          2682.419700737412,
          1373.1644067418106,
          2199.4197659757056,
          3881.543289938204,
          744.0885898267326,
          873.296155045755,
          920.3260063429616,
          3135.4977657336244,
          1215.3693529860996,
          2017.9052328568516,
          1819.8884493042012,
          834.0534801690135,
          3116.8818423764837,
          1885.8202005179808,
          2912.3250722695984,
          1314.9009617672093,
          2530.116856934701,
          2800.9807273706324,
          2314.2524826816602,
          3629.0318076383546,
          3099.258139860162,
          1329.2946887724684,
          1853.7872923927507,
          4934.835663090144,
          2125.703170766169,
          973.8430287769561,
          4517.011185538183,
          6006.836625972952,
          1644.3476283208101,
          8003.281624793706,
          4389.699925006591,
          908.3261309361628,
          3368.6761317412384,
          900.3549015866713,
          1793.8795699991335,
          1976.108450254991,
          695.6137919064953,
          1427.7980479031098,
          4117.7138159005135,
          1307.0677186349806,
          1377.3339056629502,
          4917.724531434136,
          3816.6041120664668,
          641.4397506839043,
          1678.2060257728294,
          3478.5533590157243,
          3156.265589484801,
          3276.9797712353966,
          3951.6272216311086,
          2610.331790967559,
          778.4117372239839,
          698.1353703881401,
          2322.4027918865845,
          3544.4992846076825,
          2939.4272373353288,
          2188.2108570382516,
          5062.487229659186,
          1149.732539011499,
          1182.2503676776782,
          3027.8506423970216,
          3118.820975055097,
          2597.598739268333,
          3116.7993419308323,
          701.1006060330728,
          4534.446802253609,
          1797.1369276816922,
          1468.866283920845,
          1194.843099564266,
          4640.054632484533,
          5239.650651926648,
          1513.6825617700424,
          2655.9827288643505,
          803.9339704725264,
          2130.9576748774202,
          815.0191607738303,
          895.4801946518598,
          1251.6014840955152,
          2586.2242352050052,
          3470.477236600661,
          3170.1815029813956,
          1485.5587428438162,
          3115.8595310649343,
          1428.5618389743574,
          1594.7876192769222,
          1149.6983803824542,
          3807.7688564322953,
          1023.9010826501528,
          747.7501134992995,
          664.181436512858,
          650.407682121177,
          2612.9328115082144,
          1002.0811251207559,
          1326.399402869468,
          2012.461984767732,
          1180.8271743642947,
          881.3832505558997,
          1536.695539810257,
          643.3264181564177,
          721.7640622752504,
          5899.396867352403,
          1400.882389705396,
          2114.3906938147557,
          3618.130732309616,
          1594.3430027288248,
          1191.8164391265288,
          2029.7393334654598,
          781.6693534646885,
          2732.7840484742323,
          1953.9074986401029,
          1093.9283928786554,
          693.2574316832158,
          3150.8586105020167,
          726.6253406828772,
          1268.6555996821423,
          774.5774131387186,
          1132.9091432003652,
          2168.1130216557217,
          760.3043790650639,
          630.6554837796682,
          1348.6059336355688,
          915.1801289309421,
          1142.2728020606921,
          1126.620858599795,
          1429.767691213422,
          3088.171200478186,
          1278.3858168509757,
          1863.6477823444702,
          1139.7425952617273,
          3676.4341095743116,
          3111.7839425597617,
          698.10464123394,
          641.4719219040918,
          4120.436750686493,
          2334.795641184851,
          2330.1903671737427,
          3933.0216488556634,
          2238.233256982998,
          3720.397970505518,
          3193.2579054589273,
          3583.890678307056,
          754.797667260147,
          1455.7610161106898,
          4663.984474691621,
          2958.5172081820488,
          1160.8177489076536,
          2967.610296179559,
          2268.211965321702,
          845.6432772411422,
          3465.759336057904,
          1429.6862941289148,
          1188.868276723798,
          1613.1592529909378,
          1527.7052148718622,
          2337.0023276981647,
          788.3507479991479,
          3133.1091072275667,
          1182.4532419186346,
          1468.5922840345186,
          3785.9434438112016,
          2202.891709436771,
          9211.540768590397,
          1498.7673860565621,
          3653.358933728136,
          3722.046563250302,
          2014.98555729499,
          1681.5771034056465,
          1840.9741544250396,
          3830.285957956971,
          630.1207394087827,
          2591.0960421044665,
          1977.4634508760494,
          2258.8564294043695,
          1905.4526209847468,
          1346.9214917583759,
          1615.1494743345788,
          2724.8432092509524,
          3150.4931810530434,
          1735.127197858127,
          1954.5845617307907,
          845.4282167700728,
          2160.7927675579394,
          3290.7570780018996,
          1780.0380423018275,
          5413.5410249665765,
          3393.120813730005,
          845.4130735776168,
          1643.1408945810701,
          1772.0577444779856,
          1134.9488688116887,
          1521.1680114708001,
          3245.8256688204438,
          2395.1848215637815,
          1516.2117294628392,
          2689.7433121339322,
          860.357775208747,
          1175.8786091642617,
          1921.7801710250626,
          1642.953063314238,
          1321.5187589390255,
          868.1297839521866,
          3946.053154802807,
          4435.188433566443,
          863.2915060545756,
          3052.9112382376284,
          2428.1447955903286,
          1988.2932655356342,
          2718.1639843424805,
          877.6443355188478,
          2281.482312441771,
          1655.9142461807119,
          4342.519650839407,
          2577.137539700524,
          4708.40264267191,
          2055.8156270447266,
          1278.3983524840792,
          1521.8663064460454,
          3295.5619042664284,
          4840.225433044314,
          1628.462236575163,
          898.0404381310082,
          1887.787794468889,
          822.7551035322722,
          1071.9490559034937,
          824.3381790459042,
          2023.7010155409507,
          4897.1759068866995,
          3290.760607527237,
          1220.7930892996155,
          4538.0823072202365,
          1165.5798853559597,
          1326.2032919894743,
          1421.5227958835476,
          3375.997490501295,
          3969.0226792948533,
          3304.770160936777,
          739.0452811076857,
          1676.1643023407748,
          4882.840905999689,
          3092.3758696148047,
          2443.810729977765,
          4291.965430283287,
          1039.9656901885878,
          4192.070974878381,
          4536.56679358027,
          1105.6383597935048,
          1561.8314234694712,
          894.8111367324008,
          1027.6453927118998,
          748.3013702494508,
          1186.9516268771,
          1545.5266756112824,
          1187.2614883214878,
          3393.103410266908,
          3724.7174095648984,
          4172.407221838902,
          743.4406653984074,
          899.5908116666457,
          2216.377476135063,
          643.0564091945646,
          1314.3563775301682,
          893.2310968447589,
          909.6451174336976,
          2193.9289426098817,
          845.4142526736193,
          1553.170305866388,
          2282.3977310439736,
          1395.4683763943642,
          1904.470222260846,
          940.3653116125759,
          1880.1395343472154,
          709.5002216939838,
          1443.7010364286027,
          1608.878034524155,
          713.3163859315015,
          1450.2547715141377,
          2176.940839078465,
          628.3358481131044,
          4459.810717950424,
          2958.495110808358,
          675.7809971033531,
          3553.7211089575853,
          1944.132080478762,
          4382.7554851573195,
          1050.50482170276,
          3772.5640127686215,
          753.6911248094432,
          1326.2650732212094,
          641.46921351949,
          5270.240576336503,
          654.1049657660402,
          845.6807586580052,
          633.3240664289561,
          2208.7629430834004,
          4853.35413197402,
          1182.4318725154023,
          3008.2103637046707,
          678.2915372390827,
          3743.7693253876023,
          749.4387884659347,
          1463.1869443722417,
          3289.35169753553,
          767.4263573040093,
          2333.98055632252,
          2171.0228944309924,
          2587.6693105963195,
          3801.264514557555,
          2682.419700737412,
          1373.1644067418106,
          2199.4197659757056,
          3881.543289938204,
          744.0885898267326,
          873.296155045755,
          920.3260063429616,
          3135.4977657336244,
          1215.3693529860996,
          2017.9052328568516,
          1819.8884493042012,
          834.0534801690135,
          3116.8818423764837,
          1885.8202005179808,
          2912.3250722695984,
          1314.9009617672093,
          2530.116856934701,
          2800.9807273706324,
          2314.2524826816602,
          3629.0318076383546,
          3099.258139860162,
          1329.2946887724684,
          1853.7872923927507,
          4934.835663090144,
          2125.703170766169,
          973.8430287769561,
          4517.011185538183,
          6006.836625972952,
          1644.3476283208101
         ],
         "y": [
          76.08111439269062,
          -72.06067846013867,
          -6.281183030835787,
          76.2212299349761,
          -36.144507787999956,
          -15.884378619762842,
          96.9762860559796,
          -28.165043058010113,
          63.17640064768691,
          22.694539776168607,
          47.929656905527594,
          -17.246174601367393,
          35.58164856534505,
          -44.80841781128882,
          22.506640285357264,
          -3.841538652519941,
          84.77696787496113,
          -24.795708376999922,
          2.731150902133863,
          -27.15857043304322,
          41.96915540486769,
          15.95275216551053,
          -5.7850955917868125,
          11.046089573860845,
          -8.428834493949907,
          13.360657250985225,
          -37.00081458861182,
          23.162945194586364,
          2.0170765009677227,
          49.940265158710964,
          -59.669590732450004,
          11.740126313789567,
          19.118996599934704,
          -4.444388235851532,
          31.124559035536976,
          -81.91175446288258,
          -17.293388353684556,
          -40.360806318994356,
          -3.526286843114052,
          -0.6184456846389816,
          64.29912656741882,
          52.954199431686085,
          57.682862855170974,
          25.457957042600402,
          -13.149432701405077,
          -2.4267100924386114,
          0.1291008712180581,
          -1.0450042200834495,
          -68.7013287739428,
          31.938142671630047,
          69.85019090006197,
          3.2595321213552215,
          -19.202104180022058,
          17.481511682439788,
          24.77331419638398,
          -2.1544972921714627,
          -58.09146348516833,
          60.94647822820732,
          17.878586296740206,
          31.347935865368772,
          -12.198123939669443,
          -48.109713280396946,
          -33.288549622009064,
          21.397742938421302,
          -29.814783179879523,
          2.9529624448225222,
          13.54129846510476,
          28.697132527313784,
          -19.141235758267545,
          66.06176051622874,
          74.93098396054747,
          11.772473632111968,
          56.86135988545881,
          -2.7333605471939415,
          -65.40011998349017,
          26.66245644899687,
          23.285557421366185,
          46.494739553488735,
          -75.30445327500496,
          4.7823581048104975,
          -46.20269423029695,
          30.07440490754354,
          10.257946787700865,
          -2.497316303303844,
          -14.577861796103702,
          -75.67572535599922,
          -51.902085513266975,
          -31.736560093998524,
          34.43562055058252,
          76.00638864947791,
          17.558079283973502,
          -29.129586057930982,
          -41.38430150375418,
          -87.26416698402667,
          24.744144429815158,
          -35.54286277433873,
          39.16564665430227,
          -26.729380321741104,
          72.4471205556611,
          -58.7569570665188,
          -64.11069452712405,
          -8.01229963618819,
          -51.09371754493113,
          -12.94440581409793,
          17.498102521672624,
          36.30455588843459,
          49.874921003236835,
          9.94301275831917,
          -39.47485788146868,
          -19.527374333029424,
          -34.933455610523204,
          40.3024830343894,
          53.05594826882837,
          1.4269665277266066,
          -81.64049931024358,
          -19.937112494926154,
          6.160377039762863,
          29.339358293325766,
          23.606807092750294,
          -38.773095215617055,
          -13.428891385961304,
          27.61313743051541,
          56.95801287555091,
          16.21012070415099,
          -9.070488605408102,
          35.69754108493131,
          -3.5434466274602485,
          -36.2672368242921,
          -11.47390049159354,
          -29.65870852033146,
          17.56707556270522,
          59.76990232876927,
          43.50343621628334,
          -45.40873520257806,
          13.409158215352056,
          -2.7277474708588576,
          21.54592863892677,
          -15.588888902418915,
          58.839382011709965,
          52.85303054714449,
          14.139060162535134,
          94.98656017484436,
          -32.0827852209668,
          13.819730558597021,
          -26.906417857243333,
          -15.790351425576752,
          80.13708385123583,
          -80.85658449079229,
          25.228106286394116,
          76.59758341255367,
          31.651237087879075,
          16.571283011670356,
          80.20405518229592,
          10.539705957168934,
          -47.33531256865884,
          17.476305782672824,
          -48.8650875852135,
          71.38543868677353,
          -42.03347690173397,
          -64.22294543280475,
          24.22411696239377,
          -55.30903318874671,
          16.928405595696866,
          23.266148320604835,
          -6.45904332869472,
          -19.86554548345246,
          -7.727543315250051,
          37.78741069513482,
          23.098248922806746,
          104.18162431286821,
          18.02237815059496,
          52.82702668063757,
          7.325662247944289,
          -53.46390176817324,
          -19.520357482887672,
          -42.47737601952942,
          11.850562659702145,
          -4.596942575047665,
          -21.907645004734317,
          23.82446226271521,
          -87.9955767942427,
          -42.016462824046535,
          48.59595603476542,
          -56.137218398677994,
          -20.522611073290868,
          -12.229354118423023,
          30.50306308543249,
          22.64836361138179,
          -62.83477044056459,
          -13.14474841463676,
          -21.061279316544482,
          18.24797459914866,
          78.65556730549592,
          22.540649880950163,
          -58.80502918707096,
          50.74364066839219,
          6.667290428308788,
          -77.10607078960322,
          32.32713692513633,
          -87.17822327598363,
          84.4876440544599,
          -1.7923974497631878,
          -16.36591189653821,
          -23.324967900705815,
          50.83322459361551,
          -14.270918553827146,
          -38.28150608589468,
          37.071986291925334,
          0.04973193999509926,
          -46.749002103607,
          -40.30645787606912,
          -55.08958553238005,
          -55.856744551477874,
          77.36417311920756,
          18.078691852592087,
          -49.91418084777794,
          50.68546673334265,
          -24.24626230470712,
          -22.056367314441548,
          10.62832425847841,
          52.14196110051516,
          62.815309875253114,
          -20.818263866315018,
          -24.94415387721741,
          70.1885782314205,
          37.02262127530905,
          -29.060134133409935,
          3.2788539245615556,
          -48.19501395492507,
          12.412610674437289,
          50.10358989989581,
          -20.908737992685804,
          -40.217776859658024,
          -14.562193688244758,
          25.889639921697295,
          -0.4286460608096033,
          84.78040240679844,
          -79.07343149876421,
          -57.695260940200995,
          29.98968794880771,
          17.514488244637665,
          -65.09990780505983,
          -52.68842088714311,
          -85.79700550995834,
          -61.08722639117057,
          -5.27711059914696,
          34.15250565799055,
          8.374616979796176,
          -32.77196225389124,
          -21.804699511151032,
          57.87395740226762,
          -19.485165512150402,
          -21.609060495861108,
          29.544368543963348,
          -14.18124921839706,
          -89.60483223988234,
          19.211547776965247,
          -57.63416281374734,
          -39.801265137402105,
          -77.43558921371772,
          -50.898811433240425,
          1.939124717448774,
          -7.859681642787383,
          -12.750948894058721,
          -44.29959949608029,
          44.88857283055005,
          15.658657098803006,
          -38.97488250703407,
          -32.145540315549646,
          -27.24190951000925,
          -17.77203184476529,
          -17.728874649302913,
          50.796592661825784,
          -22.29098779790921,
          32.25571397237779,
          -40.51336309788519,
          -68.21788049200597,
          51.81421960194005,
          -22.227776304472656,
          36.39784159149506,
          -45.97617239624502,
          -34.61075803730623,
          52.26540261192608,
          17.465871166939294,
          -32.52040471042511,
          -22.125975515552774,
          -40.7508581864569,
          37.617190546384215,
          5.778364005460851,
          -39.02498569141776,
          -45.18527560990961,
          -7.178344086963043,
          -30.507846544731976,
          18.352493629738984,
          -61.68646463110816,
          -5.205244394483332,
          99.23276262586452,
          -43.56227076213418,
          100.25463750102944,
          -3.81053876515958,
          80.39164245751266,
          -9.361959925248993,
          -26.574614789590974,
          -50.80152074544959,
          -67.6397911022829,
          -19.073642443369124,
          -72.55904475378888,
          39.999614426973004,
          11.46144975883151,
          -25.746801354056227,
          -43.281325954454154,
          -41.911669188709304,
          -33.416441773787376,
          32.124072725661925,
          -3.5135594592235977,
          -62.3757997619159,
          15.820729506547686,
          16.563870969957147,
          -42.91860617239099,
          -29.903432695327375,
          32.70366849261278,
          -60.551280108178034,
          -11.901913330039392,
          14.05811717919432,
          58.72783878302388,
          -81.30735277287806,
          -71.12336816835776,
          -18.412165614502843,
          -1.6465683007714553,
          5.631463556700622,
          56.68781555160732,
          90.20567856083942,
          11.444509483795215,
          24.159330646652492,
          4.023878078917582,
          4.075230581086416,
          -17.98612890632112,
          -52.254760446056586,
          1.3598388895035007,
          0.36533880238308064,
          -5.183292296792527,
          -44.62568456074796,
          22.052539089996092,
          -47.79531027193436,
          -77.35661964787641,
          60.62359240666307,
          -95.49654064739002,
          10.118700641997888,
          -34.03280124230462,
          -13.637067441073405,
          31.43882431868099,
          -10.321559153132329,
          -63.585143530181426,
          16.07224295406745,
          -5.417896442332691,
          57.13082385006484,
          -2.9242306827127686,
          28.927380599610434,
          67.29540217294745,
          -53.84086364975463,
          -42.320852289760616,
          22.071356982620056,
          37.98147987613704,
          -32.46543797193555,
          -5.550824656327854,
          -39.87509484896093,
          69.1514469491694,
          6.898402835650338,
          -23.367867693229908,
          -5.774529663681077,
          -61.65659253197257,
          29.63506602886002,
          24.102035341461576,
          -89.59728354245338,
          -5.483568274929209,
          68.87776952830521,
          49.602747706205285,
          8.666210942952395,
          6.398245073623839,
          8.66103192404436,
          74.6979098883663,
          -36.97780577341708,
          26.912328052552674,
          5.297480214567139,
          8.100678659874134,
          -18.687010914194047,
          76.8364944764831,
          92.41150110616722,
          3.855618910377931,
          13.576030048377378,
          25.451994273949495,
          -74.54989226610776,
          -44.128470712477764,
          -7.108917855078712,
          -35.38102945548378,
          14.306536192198713,
          12.644083156070755,
          15.86855789188406,
          36.20642633862853,
          7.291072056156757,
          2.017926544799021,
          4.488893087047155,
          -38.22746794925979,
          7.3458532410583794,
          25.413658681935804,
          18.12917638510714,
          -90.46900355627508,
          -41.506911956498726,
          23.09645782754269,
          -54.97208305856275,
          -19.349913659258547,
          36.796732704039286,
          31.539928330675437,
          44.84071327989904,
          0.39572852173731854,
          75.61149773726555,
          79.91678744919864,
          -25.88586059849743,
          14.574764874801684,
          94.27775274569721,
          -2.8479911558488067,
          24.19332788712739,
          45.11366653694267,
          38.41376286564083,
          -29.550092360283035,
          -82.34684083214492,
          23.584711624215302,
          -59.88262634172052,
          8.500603619345853,
          28.856786098868728,
          7.76816117819938,
          -12.558801771907158,
          -38.35005544431493,
          11.518986449217989,
          32.116978293839175,
          -14.239234868072447,
          -28.166038824729437,
          13.605228752393378,
          54.57209069800131,
          16.060463854017797,
          -100.55340060748662,
          0.2977477387346315,
          21.26856056050499,
          38.420523136665025,
          21.49476728806061,
          -4.459511830267125,
          51.607023940694475,
          3.44165285128801,
          8.075989072462178,
          11.162265976019253,
          20.35827192079902,
          80.73356946168113,
          -59.59397322924822,
          -18.655295065795023,
          -19.608413824574118,
          36.65975347569159,
          -69.50424332622012,
          -2.0798351617985276,
          -27.443813127995927,
          98.37903521966986,
          -35.703797583095934,
          62.00407875674879,
          -55.810435236438195,
          18.4716198161492,
          23.914680524139225,
          -43.175699776617016,
          -27.686048909743683,
          47.60430564719615,
          46.96103464471844,
          41.83293301212701,
          26.147700250278636,
          25.828587397151267,
          33.27798707575952,
          34.48658729756419,
          -9.334275999087964,
          31.25539552555372,
          33.1793427568869,
          -82.82566853123826,
          38.40580885666094,
          26.35309998532857,
          13.66265782571415,
          27.111690841697694,
          -20.920212162450007,
          15.440672234865827,
          -10.330427520011403,
          -66.87588949444503,
          19.598909007531955,
          -37.285076916588,
          32.03599230442103,
          -0.27345078589762645,
          -35.94102434162665,
          51.82294363983702,
          -53.01915776406141,
          -11.216729133999873,
          -18.461840221113395,
          -44.250741769828004,
          55.55091299939862,
          19.827005088974868,
          4.180428737081344,
          52.99362263437874,
          -2.6520664296303504,
          -59.847406341911444,
          -21.191475972974136,
          -40.27703875890657,
          -4.894574663747192,
          2.4035122337140176,
          88.45724873914132,
          -61.369962617016775,
          -20.326620483606845,
          -50.53667356834135,
          13.70300640108401,
          -37.20003160057687,
          -22.47150930154599,
          89.45174403162494,
          48.17204219215151,
          -1.3223164251127244,
          94.30492225455914,
          10.231219070776534,
          40.61279142606224,
          17.195470196701066,
          16.842697314402418,
          63.61796073592062,
          73.67259310602502,
          24.949208771687452,
          25.892407403258403,
          46.12526591339004,
          35.02778569313286,
          -12.14810216011154,
          20.628853914740276,
          -18.29608818632191,
          -48.89930101055524,
          -11.72741908807698,
          -33.098589983842864,
          102.85975904069727,
          76.9023678693326,
          17.52282617680541,
          1.7426163453808121,
          -29.351685812818076,
          41.057632376881976,
          91.8588444283882,
          3.325072454822322,
          -41.74455992265266,
          3.525363199000359,
          22.42135666350903,
          -2.224336434792149,
          48.058792442077056,
          79.7132925122457,
          12.548777945186277,
          19.67626593430511,
          -28.040407224987877,
          -34.45798671985199,
          -40.927565012605854,
          12.857848673316017,
          -61.56876111627568,
          107.01381242357814,
          33.34517898849658,
          37.16069269149779,
          -3.645572682866021,
          2.1290188473196934,
          22.754200122386635,
          11.323454104300192,
          -41.452606949390066,
          28.24608235484152,
          -46.476773062335454,
          73.60273590250716,
          -47.224377650370656,
          -46.361379439746194,
          60.81190459120575,
          70.52731437182618,
          58.81594992519183,
          38.82794760864675,
          -59.37259941605858,
          67.75176044003796,
          -68.39713247849426,
          -7.166980517195361,
          -16.206388253082515,
          48.22055189078332,
          36.27761780983904,
          -15.939164440106161,
          5.830447345505347,
          41.143679089147916,
          -65.3458125324438,
          18.834016782021173,
          -14.680046970629597,
          -1.9638804356245494,
          11.834083345913998,
          52.24470841322954,
          -18.12131989753834,
          37.239669532642914,
          -22.340676272832226,
          -44.50504098568797,
          34.19474781462956,
          -23.63621751265999,
          58.83095791035579,
          -50.5099408843145,
          68.65166914101837,
          -15.708453173804575,
          -63.70236030968453,
          -26.96431492281957,
          -20.79077627329361,
          -61.68646463110816,
          -5.205244394483332,
          99.23276262586452,
          -43.56227076213418,
          100.25463750102944,
          -3.81053876515958,
          80.39164245751266,
          -9.361959925248993,
          -26.574614789590974,
          -50.80152074544959,
          -67.6397911022829,
          -19.073642443369124,
          -72.55904475378888,
          39.999614426973004,
          11.46144975883151,
          -25.746801354056227,
          -43.281325954454154,
          -41.911669188709304,
          -33.416441773787376,
          32.124072725661925,
          -3.5135594592235977,
          -62.3757997619159,
          15.820729506547686,
          16.563870969957147,
          -42.91860617239099,
          -29.903432695327375,
          32.70366849261278,
          -60.551280108178034,
          -11.901913330039392,
          14.05811717919432,
          58.72783878302388,
          -81.30735277287806,
          -71.12336816835776,
          -18.412165614502843,
          -1.6465683007714553,
          5.631463556700622,
          56.68781555160732,
          90.20567856083942,
          11.444509483795215,
          24.159330646652492,
          4.023878078917582,
          4.075230581086416,
          -17.98612890632112,
          -52.254760446056586,
          1.3598388895035007,
          0.36533880238308064,
          -5.183292296792527,
          -44.62568456074796,
          22.052539089996092,
          -47.79531027193436,
          -77.35661964787641,
          60.62359240666307,
          -95.49654064739002,
          10.118700641997888,
          -34.03280124230462,
          -13.637067441073405,
          31.43882431868099,
          -10.321559153132329,
          -63.585143530181426,
          16.07224295406745,
          -5.417896442332691,
          57.13082385006484,
          -2.9242306827127686,
          28.927380599610434,
          67.29540217294745,
          -53.84086364975463,
          -42.320852289760616,
          22.071356982620056,
          37.98147987613704,
          -32.46543797193555,
          -5.550824656327854,
          -39.87509484896093,
          69.1514469491694,
          6.898402835650338,
          -23.367867693229908,
          -5.774529663681077,
          -61.65659253197257,
          29.63506602886002,
          24.102035341461576,
          -89.59728354245338,
          -5.483568274929209,
          68.87776952830521,
          49.602747706205285,
          8.666210942952395,
          6.398245073623839,
          8.66103192404436,
          74.6979098883663,
          -36.97780577341708,
          26.912328052552674,
          5.297480214567139,
          8.100678659874134,
          -18.687010914194047,
          76.8364944764831,
          92.41150110616722,
          3.855618910377931,
          13.576030048377378,
          25.451994273949495,
          -74.54989226610776,
          -44.128470712477764,
          -7.108917855078712,
          -35.38102945548378,
          14.306536192198713,
          12.644083156070755,
          15.86855789188406,
          36.20642633862853,
          7.291072056156757,
          2.017926544799021,
          4.488893087047155,
          -38.22746794925979,
          7.3458532410583794,
          25.413658681935804,
          18.12917638510714,
          -90.46900355627508,
          -41.506911956498726,
          23.09645782754269,
          -54.97208305856275,
          -19.349913659258547,
          36.796732704039286,
          31.539928330675437,
          44.84071327989904,
          0.39572852173731854,
          75.61149773726555,
          79.91678744919864,
          -25.88586059849743,
          14.574764874801684,
          94.27775274569721,
          -2.8479911558488067,
          24.19332788712739,
          45.11366653694267,
          38.41376286564083,
          -29.550092360283035,
          -82.34684083214492,
          23.584711624215302,
          -59.88262634172052,
          8.500603619345853,
          28.856786098868728,
          7.76816117819938,
          -12.558801771907158,
          -38.35005544431493,
          11.518986449217989,
          32.116978293839175,
          -14.239234868072447,
          -28.166038824729437,
          13.605228752393378,
          54.57209069800131,
          16.060463854017797,
          -100.55340060748662,
          0.2977477387346315,
          21.26856056050499,
          38.420523136665025,
          21.49476728806061,
          -4.459511830267125,
          51.607023940694475,
          3.44165285128801,
          8.075989072462178,
          11.162265976019253,
          20.35827192079902,
          80.73356946168113,
          -59.59397322924822,
          -18.655295065795023,
          -19.608413824574118,
          36.65975347569159,
          -69.50424332622012,
          -2.0798351617985276,
          -27.443813127995927,
          98.37903521966986,
          -35.703797583095934,
          62.00407875674879,
          -55.810435236438195,
          18.4716198161492,
          23.914680524139225,
          -43.175699776617016,
          -27.686048909743683,
          47.60430564719615,
          46.96103464471844,
          41.83293301212701,
          26.147700250278636,
          25.828587397151267,
          33.27798707575952,
          34.48658729756419,
          -9.334275999087964,
          31.25539552555372,
          33.1793427568869,
          -82.82566853123826,
          38.40580885666094,
          26.35309998532857,
          13.66265782571415,
          27.111690841697694,
          -20.920212162450007,
          15.440672234865827,
          -10.330427520011403,
          -66.87588949444503,
          19.598909007531955,
          -37.285076916588,
          32.03599230442103,
          -0.27345078589762645,
          -35.94102434162665,
          51.82294363983702,
          -53.01915776406141,
          -11.216729133999873,
          -18.461840221113395,
          -44.250741769828004,
          55.55091299939862,
          19.827005088974868,
          4.180428737081344,
          52.99362263437874,
          -2.6520664296303504,
          -59.847406341911444,
          -21.191475972974136,
          -40.27703875890657,
          -4.894574663747192,
          2.4035122337140176,
          88.45724873914132,
          -61.369962617016775,
          -20.326620483606845,
          -50.53667356834135,
          13.70300640108401,
          -37.20003160057687,
          -22.47150930154599,
          89.45174403162494,
          48.17204219215151,
          -1.3223164251127244,
          94.30492225455914,
          10.231219070776534,
          40.61279142606224,
          17.195470196701066,
          16.842697314402418,
          63.61796073592062,
          73.67259310602502,
          24.949208771687452,
          25.892407403258403,
          46.12526591339004,
          35.02778569313286,
          -12.14810216011154,
          20.628853914740276,
          -18.29608818632191,
          -48.89930101055524,
          -11.72741908807698,
          -33.098589983842864,
          102.85975904069727,
          76.9023678693326,
          17.52282617680541,
          1.7426163453808121,
          -29.351685812818076,
          41.057632376881976,
          91.8588444283882,
          3.325072454822322,
          -41.74455992265266,
          3.525363199000359,
          22.42135666350903,
          -2.224336434792149,
          48.058792442077056,
          79.7132925122457,
          12.548777945186277,
          19.67626593430511,
          -28.040407224987877,
          -34.45798671985199,
          -40.927565012605854,
          12.857848673316017,
          -61.56876111627568,
          107.01381242357814,
          33.34517898849658,
          37.16069269149779,
          -3.645572682866021,
          2.1290188473196934,
          22.754200122386635,
          11.323454104300192,
          -41.452606949390066,
          28.24608235484152,
          -46.476773062335454,
          73.60273590250716,
          -47.224377650370656,
          -46.361379439746194,
          60.81190459120575,
          70.52731437182618,
          58.81594992519183,
          38.82794760864675,
          -59.37259941605858,
          67.75176044003796,
          -68.39713247849426,
          -7.166980517195361,
          -16.206388253082515,
          48.22055189078332,
          36.27761780983904,
          -15.939164440106161,
          5.830447345505347,
          41.143679089147916,
          -65.3458125324438,
          18.834016782021173,
          -14.680046970629597,
          -1.9638804356245494,
          11.834083345913998,
          52.24470841322954,
          -18.12131989753834,
          37.239669532642914,
          -22.340676272832226,
          -44.50504098568797,
          34.19474781462956,
          -23.63621751265999,
          58.83095791035579,
          -50.5099408843145,
          68.65166914101837,
          -15.708453173804575,
          -63.70236030968453,
          -26.96431492281957,
          -20.79077627329361,
          -61.68646463110816,
          -5.205244394483332,
          99.23276262586452,
          -43.56227076213418,
          100.25463750102944,
          -3.81053876515958,
          80.39164245751266,
          -9.361959925248993,
          -26.574614789590974,
          -50.80152074544959,
          -67.6397911022829,
          -19.073642443369124,
          -72.55904475378888,
          39.999614426973004,
          11.46144975883151,
          -25.746801354056227,
          -43.281325954454154,
          -41.911669188709304,
          -33.416441773787376,
          32.124072725661925,
          -3.5135594592235977,
          -62.3757997619159,
          15.820729506547686,
          16.563870969957147,
          -42.91860617239099,
          -29.903432695327375,
          32.70366849261278,
          -60.551280108178034,
          -11.901913330039392,
          14.05811717919432,
          58.72783878302388,
          -81.30735277287806,
          -71.12336816835776,
          -18.412165614502843,
          -1.6465683007714553,
          5.631463556700622,
          56.68781555160732,
          90.20567856083942,
          11.444509483795215,
          24.159330646652492,
          4.023878078917582,
          4.075230581086416,
          -17.98612890632112,
          -52.254760446056586,
          1.3598388895035007,
          0.36533880238308064,
          -5.183292296792527,
          -44.62568456074796,
          22.052539089996092,
          -47.79531027193436,
          -77.35661964787641,
          60.62359240666307,
          -95.49654064739002,
          10.118700641997888,
          -34.03280124230462,
          -13.637067441073405,
          31.43882431868099,
          -10.321559153132329,
          -63.585143530181426,
          16.07224295406745,
          -5.417896442332691,
          57.13082385006484,
          -2.9242306827127686,
          28.927380599610434,
          67.29540217294745,
          -53.84086364975463,
          -42.320852289760616,
          22.071356982620056,
          37.98147987613704,
          -32.46543797193555,
          -5.550824656327854,
          -39.87509484896093,
          69.1514469491694,
          6.898402835650338,
          -23.367867693229908,
          -5.774529663681077,
          -61.65659253197257,
          29.63506602886002,
          24.102035341461576,
          -89.59728354245338,
          -5.483568274929209,
          68.87776952830521,
          49.602747706205285,
          8.666210942952395,
          6.398245073623839,
          8.66103192404436,
          74.6979098883663,
          -36.97780577341708,
          26.912328052552674,
          5.297480214567139,
          8.100678659874134,
          -18.687010914194047,
          76.8364944764831,
          92.41150110616722,
          3.855618910377931,
          13.576030048377378,
          25.451994273949495,
          -74.54989226610776,
          -44.128470712477764,
          -7.108917855078712,
          -35.38102945548378,
          14.306536192198713,
          12.644083156070755,
          15.86855789188406,
          36.20642633862853,
          7.291072056156757,
          2.017926544799021,
          4.488893087047155,
          -38.22746794925979,
          7.3458532410583794,
          25.413658681935804,
          18.12917638510714,
          -90.46900355627508,
          -41.506911956498726,
          23.09645782754269,
          -54.97208305856275,
          -19.349913659258547,
          36.796732704039286,
          31.539928330675437,
          44.84071327989904,
          0.39572852173731854,
          75.61149773726555,
          79.91678744919864,
          -25.88586059849743,
          14.574764874801684,
          94.27775274569721,
          -2.8479911558488067,
          24.19332788712739,
          45.11366653694267,
          38.41376286564083,
          -29.550092360283035,
          -82.34684083214492,
          23.584711624215302,
          -59.88262634172052,
          8.500603619345853,
          28.856786098868728,
          7.76816117819938,
          -12.558801771907158,
          -38.35005544431493,
          11.518986449217989,
          32.116978293839175,
          -14.239234868072447,
          -28.166038824729437,
          13.605228752393378,
          54.57209069800131,
          16.060463854017797,
          -100.55340060748662,
          0.2977477387346315,
          21.26856056050499,
          38.420523136665025,
          21.49476728806061,
          -4.459511830267125,
          51.607023940694475,
          3.44165285128801,
          8.075989072462178,
          11.162265976019253,
          20.35827192079902,
          80.73356946168113,
          -59.59397322924822,
          -18.655295065795023,
          -19.608413824574118,
          36.65975347569159,
          -69.50424332622012,
          -2.0798351617985276,
          -27.443813127995927,
          98.37903521966986,
          -35.703797583095934,
          62.00407875674879,
          -55.810435236438195,
          18.4716198161492,
          23.914680524139225,
          -43.175699776617016,
          -27.686048909743683,
          47.60430564719615,
          46.96103464471844,
          41.83293301212701,
          26.147700250278636,
          25.828587397151267,
          33.27798707575952,
          34.48658729756419,
          -9.334275999087964,
          31.25539552555372,
          33.1793427568869,
          -82.82566853123826,
          38.40580885666094,
          26.35309998532857,
          13.66265782571415,
          27.111690841697694,
          -20.920212162450007,
          15.440672234865827,
          -10.330427520011403,
          -66.87588949444503,
          19.598909007531955,
          -37.285076916588,
          32.03599230442103,
          -0.27345078589762645,
          -35.94102434162665,
          51.82294363983702,
          -53.01915776406141,
          -11.216729133999873,
          -18.461840221113395,
          -44.250741769828004,
          55.55091299939862,
          19.827005088974868,
          4.180428737081344,
          52.99362263437874,
          -2.6520664296303504,
          -59.847406341911444,
          -21.191475972974136,
          -40.27703875890657,
          -4.894574663747192,
          2.4035122337140176,
          88.45724873914132,
          -61.369962617016775,
          -20.326620483606845,
          -50.53667356834135,
          13.70300640108401,
          -37.20003160057687,
          -22.47150930154599,
          89.45174403162494,
          48.17204219215151,
          -1.3223164251127244,
          94.30492225455914,
          10.231219070776534,
          40.61279142606224,
          17.195470196701066,
          16.842697314402418,
          63.61796073592062,
          73.67259310602502,
          24.949208771687452,
          25.892407403258403,
          46.12526591339004,
          35.02778569313286,
          -12.14810216011154,
          20.628853914740276,
          -18.29608818632191,
          -48.89930101055524,
          -11.72741908807698,
          -33.098589983842864,
          102.85975904069727,
          76.9023678693326,
          17.52282617680541,
          1.7426163453808121,
          -29.351685812818076,
          41.057632376881976,
          91.8588444283882,
          3.325072454822322,
          -41.74455992265266,
          3.525363199000359,
          22.42135666350903,
          -2.224336434792149,
          48.058792442077056,
          79.7132925122457,
          12.548777945186277,
          19.67626593430511,
          -28.040407224987877,
          -34.45798671985199,
          -40.927565012605854,
          12.857848673316017,
          -61.56876111627568,
          107.01381242357814,
          33.34517898849658,
          37.16069269149779,
          -3.645572682866021,
          2.1290188473196934,
          22.754200122386635,
          11.323454104300192,
          -41.452606949390066,
          28.24608235484152,
          -46.476773062335454,
          73.60273590250716,
          -47.224377650370656,
          -46.361379439746194,
          60.81190459120575,
          70.52731437182618,
          58.81594992519183,
          38.82794760864675,
          -59.37259941605858,
          67.75176044003796,
          -68.39713247849426,
          -7.166980517195361,
          -16.206388253082515,
          48.22055189078332,
          36.27761780983904,
          -15.939164440106161,
          5.830447345505347,
          41.143679089147916,
          -65.3458125324438,
          18.834016782021173,
          -14.680046970629597,
          -1.9638804356245494,
          11.834083345913998,
          52.24470841322954,
          -18.12131989753834,
          37.239669532642914,
          -22.340676272832226,
          -44.50504098568797,
          34.19474781462956,
          -23.63621751265999,
          58.83095791035579,
          -50.5099408843145,
          68.65166914101837,
          -15.708453173804575,
          -63.70236030968453,
          -26.96431492281957,
          -20.79077627329361,
          -61.68646463110816,
          -5.205244394483332,
          99.23276262586452,
          -43.56227076213418,
          100.25463750102944,
          -3.81053876515958,
          80.39164245751266,
          -9.361959925248993,
          -26.574614789590974,
          -50.80152074544959,
          -67.6397911022829,
          -19.073642443369124,
          -72.55904475378888,
          39.999614426973004,
          11.46144975883151,
          -25.746801354056227,
          -43.281325954454154,
          -41.911669188709304,
          -33.416441773787376,
          32.124072725661925,
          -3.5135594592235977,
          -62.3757997619159,
          15.820729506547686,
          16.563870969957147,
          -42.91860617239099,
          -29.903432695327375,
          32.70366849261278,
          -60.551280108178034,
          -11.901913330039392,
          14.05811717919432,
          58.72783878302388,
          -81.30735277287806,
          -71.12336816835776,
          -18.412165614502843,
          -1.6465683007714553,
          5.631463556700622,
          56.68781555160732,
          90.20567856083942,
          11.444509483795215,
          24.159330646652492,
          4.023878078917582,
          4.075230581086416,
          -17.98612890632112,
          -52.254760446056586,
          1.3598388895035007,
          0.36533880238308064,
          -5.183292296792527,
          -44.62568456074796,
          22.052539089996092,
          -47.79531027193436,
          -77.35661964787641,
          60.62359240666307,
          -95.49654064739002,
          10.118700641997888,
          -34.03280124230462,
          -13.637067441073405,
          31.43882431868099,
          -10.321559153132329,
          -63.585143530181426,
          16.07224295406745,
          -5.417896442332691,
          57.13082385006484,
          -2.9242306827127686,
          28.927380599610434,
          67.29540217294745,
          -53.84086364975463,
          -42.320852289760616,
          22.071356982620056,
          37.98147987613704,
          -32.46543797193555,
          -5.550824656327854,
          -39.87509484896093,
          69.1514469491694,
          6.898402835650338,
          -23.367867693229908,
          -5.774529663681077,
          -61.65659253197257,
          29.63506602886002,
          24.102035341461576,
          -89.59728354245338,
          -5.483568274929209,
          68.87776952830521,
          49.602747706205285,
          8.666210942952395,
          6.398245073623839,
          8.66103192404436,
          74.6979098883663,
          -36.97780577341708,
          26.912328052552674,
          5.297480214567139,
          8.100678659874134,
          -18.687010914194047,
          76.8364944764831,
          92.41150110616722,
          3.855618910377931,
          13.576030048377378,
          25.451994273949495,
          -74.54989226610776,
          -44.128470712477764,
          -7.108917855078712,
          -35.38102945548378,
          14.306536192198713,
          12.644083156070755,
          15.86855789188406,
          36.20642633862853,
          7.291072056156757,
          2.017926544799021,
          4.488893087047155,
          -38.22746794925979,
          7.3458532410583794,
          25.413658681935807,
          18.12917638510714,
          -90.46900355627508,
          -41.506911956498726,
          23.09645782754269,
          -54.97208305856275,
          -19.349913659258547,
          36.796732704039286,
          31.539928330675437,
          44.84071327989904,
          0.39572852173731854,
          75.61149773726555,
          79.91678744919864,
          -25.88586059849743,
          14.574764874801684,
          94.27775274569721,
          -2.8479911558488067,
          24.19332788712739,
          45.11366653694267,
          38.41376286564083,
          -29.550092360283035,
          -82.34684083214492,
          23.584711624215302,
          -59.88262634172052,
          8.500603619345853,
          28.856786098868728,
          7.76816117819938,
          -12.558801771907158,
          -38.35005544431493,
          11.518986449217989,
          32.116978293839175,
          -14.239234868072447,
          -28.166038824729437,
          13.605228752393378,
          54.57209069800131,
          16.060463854017797,
          -100.55340060748662,
          0.2977477387346315,
          21.26856056050499,
          38.420523136665025,
          21.49476728806061,
          -4.459511830267125,
          51.607023940694475,
          3.44165285128801,
          8.075989072462178,
          11.162265976019253,
          20.35827192079902,
          80.73356946168113,
          -59.59397322924822,
          -18.655295065795023,
          -19.608413824574118,
          36.65975347569159,
          -69.50424332622012,
          -2.0798351617985276,
          -27.443813127995927,
          98.37903521966986,
          -35.703797583095934,
          62.00407875674879,
          -55.810435236438195,
          18.4716198161492,
          23.914680524139225,
          -43.175699776617016,
          -27.686048909743683,
          47.60430564719615,
          46.96103464471844,
          41.83293301212701,
          26.147700250278636,
          25.828587397151267,
          33.27798707575952,
          34.48658729756419,
          -9.334275999087964,
          31.25539552555372,
          33.1793427568869,
          -82.82566853123826,
          38.40580885666094,
          26.35309998532857,
          13.66265782571415,
          27.111690841697694,
          -20.920212162450007,
          15.440672234865827,
          -10.330427520011403,
          -66.87588949444503,
          19.598909007531955,
          -37.285076916588,
          32.03599230442103,
          -0.27345078589762645,
          -35.94102434162665,
          51.82294363983702,
          -53.01915776406141,
          -11.216729133999873,
          -18.461840221113395,
          -44.250741769828004,
          55.55091299939862,
          19.827005088974868,
          4.180428737081344,
          52.99362263437874,
          -2.6520664296303504,
          -59.847406341911444,
          -21.191475972974136,
          -40.27703875890657,
          -4.894574663747192,
          2.4035122337140176,
          88.45724873914132,
          -61.369962617016775,
          -20.326620483606845,
          -50.53667356834135,
          13.70300640108401,
          -37.20003160057687,
          -22.47150930154599,
          89.45174403162494,
          48.17204219215151,
          -1.3223164251127244,
          94.30492225455914,
          10.231219070776534,
          40.61279142606224,
          17.195470196701066,
          16.842697314402418,
          63.61796073592062,
          73.67259310602502,
          24.949208771687452,
          25.892407403258403,
          46.12526591339004,
          35.02778569313286,
          -12.14810216011154,
          20.628853914740276,
          -18.29608818632191,
          -48.89930101055524,
          -11.72741908807698,
          -33.098589983842864,
          102.85975904069727,
          76.9023678693326,
          17.52282617680541,
          1.7426163453808121,
          -29.351685812818076,
          41.057632376881976,
          91.8588444283882,
          3.325072454822322,
          -41.74455992265266,
          3.525363199000359,
          22.42135666350903,
          -2.224336434792149,
          48.058792442077056,
          79.7132925122457,
          12.548777945186277,
          19.67626593430511,
          -28.040407224987877,
          -34.45798671985199,
          -40.927565012605854,
          12.857848673316017,
          -61.56876111627568,
          107.01381242357814,
          33.34517898849658,
          37.16069269149779,
          -3.645572682866021,
          2.1290188473196934,
          22.754200122386635,
          11.323454104300192,
          -41.452606949390066,
          28.24608235484152,
          -46.476773062335454,
          73.60273590250716,
          -47.224377650370656,
          -46.361379439746194,
          60.81190459120575,
          70.52731437182618,
          58.81594992519183,
          38.82794760864675,
          -59.37259941605858,
          67.75176044003796,
          -68.39713247849426,
          -7.166980517195361,
          -16.206388253082515,
          48.22055189078332,
          36.27761780983904,
          -15.939164440106161,
          5.830447345505347,
          41.143679089147916,
          -65.3458125324438,
          18.834016782021173,
          -14.680046970629597,
          -1.9638804356245494,
          11.834083345913998,
          52.24470841322954,
          -18.12131989753834,
          37.239669532642914,
          -22.340676272832226,
          -44.50504098568797,
          34.19474781462956,
          -23.63621751265999,
          58.83095791035579,
          -50.5099408843145,
          68.65166914101839,
          -15.708453173804575,
          -63.70236030968453,
          -26.96431492281958,
          -20.79077627329361
         ]
        },
        {
         "marker": {
          "color": "rgba(0, 255, 200, 0.8)"
         },
         "mode": "markers",
         "name": "Cluster 3",
         "type": "scatter",
         "x": [],
         "y": []
        },
        {
         "marker": {
          "color": "rgba(255, 255, 100, 0.8)"
         },
         "mode": "markers",
         "name": "Cluster 4",
         "type": "scatter",
         "x": [],
         "y": []
        }
       ],
       "layout": {
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "Visualizing Clusters in Two Dimensions Using PCA"
        },
        "xaxis": {
         "ticklen": 5,
         "title": {
          "text": "PC1"
         },
         "zeroline": false
        },
        "yaxis": {
         "ticklen": 5,
         "title": {
          "text": "PC2"
         },
         "zeroline": false
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"4a76bcbe-bde9-4660-bc23-615068b8e182\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"4a76bcbe-bde9-4660-bc23-615068b8e182\")) {                    Plotly.newPlot(                        \"4a76bcbe-bde9-4660-bc23-615068b8e182\",                        [{\"marker\": {\"color\": \"rgba(255, 128, 255, 0.8)\"}, \"mode\": \"markers\", \"name\": \"Cluster 1\", \"type\": \"scatter\", \"x\": [-1792.0201534758073, -136.57681192722362, -1500.3185477917903, -1240.73535398688, -1678.7932430913386, -1891.6649467406564, -1157.9605101408972, -719.7061501516954, -46.66080392679263, -644.3897526543814, -89.10902786989118, -255.24218765155547, -688.1932288350184, -612.4071310111474, -1516.974516584032, 69.18585884330264, 516.2943607608615, -645.3188214140567, -2019.7528081724986, -1396.6706284040363, -1170.4229614069352, -1926.6676243511715, -2057.0052221750407, -2109.62700703864, -2071.433666123147, 506.8264342940467, -60.37772456584212, -147.86119009885988, 563.4111336792707, -624.2382926384239, -1847.4988453712829, -54.497685919620686, -83.64860303636591, 294.51037322007556, -1860.2677914826731, -1874.500038125608, 195.16275465864638, 340.99691743980213, -1452.0782358778458, -1382.6795634408948, -1423.131508153352, -117.35138535353342, -1438.7692548705138, -1340.6015606867686, -1172.141098071076, -1750.9518870689042, -2087.5048279680273, 311.8089052545389, -2048.0818082554133, -1114.158174991849, 68.93054485891871, -207.42957997239932, -1636.021093717698, 52.1408961997905, 55.884599312126795, -1025.9121018167632, -1591.443080955961, -646.572367884518, -536.8018287416562, -805.4127583982465, -1649.1590221521108, 246.24762730992848, 482.8853823837359, -1572.6895405797218, -710.880259968736, -1864.3555708317788, -1545.2347903832956, -853.9672709170085, -1612.7558276707039, -959.8938021646134, -1746.5762265917601, -999.7383466421606, -918.4163589140361, -427.93605624193765, -1567.8871072198965, 13.85522393608908, -438.99542061251105, 296.33699402704997, -1552.6605552175015, -1423.3851886882242, -1532.5440675411694, 497.63244836762226, -2056.244192924984, 307.39504308865276, 318.7005419100628, -1090.00216547369, -1555.0627396064303, -147.5284961475932, -2048.0319398825955, -1368.3608055809982, -1365.6855047802635, -1097.6895613654372, -1307.3284458939265, -1470.9967043262034, -1528.5862937191946, -795.1823149419756, -2133.043369413915, -1280.5214776024688, -264.91799692040445, -921.0849658846934, -1699.2676188927799, -1969.985969018585, -831.2490627507232, -540.729532649822, -90.73704690311187, 443.29666780731094, -1329.95433538407, -635.4188707041344, -1703.425295578694, -264.8885105322764, -1200.8748520865863, -439.03510824865276, 535.5732814445728, -1337.0617857904724, -1971.3114477562756, -324.50340644547094, -531.9922874250439, 237.79522817455725, -903.8954675631327, -425.73552115546937, 384.0567242008372, 537.2621731113986, 606.5363601321611, -491.05575587614015, -1616.001312965298, -112.79424952517418, -873.2464819152462, -1888.4656705817458, -1647.1245326204892, -1223.950289349685, -2073.5586355804007, -2192.866041698152, -1243.7067696867243, -1994.2433350449521, -860.0772496916937, -1222.4675535221033, -1575.2108105871189, -1454.8057615671285, 103.85717494424162, -1.9684607350323804, -572.7036400247171, -1768.017274368036, -1695.054476332642, -1242.8562275526995, -130.2341689301559, -1488.6299520296427, -532.0053922446864, -1907.1422996735191, -1454.583624564912, -1916.5837017886045, -2003.8741320711426, -2102.5335125224087, 405.1597109538617, -962.2771178739001, -1908.1292459383092, -2102.494644589631, -1972.6663180442094, -1969.9669527252713, -1096.5779728778914, -240.28078053946967, -817.993847464477, -1969.976965343043, 173.37327152932926, -2018.8993304285295, -2080.061839414984, -585.194071242189, -1100.9355178579924, 369.5428473339364, -1629.6571207770442, 60.203605500233806, -2114.7089230167317, -305.3375771053932, -159.87012471531526, -1993.0419541800397, -1596.4336193911633, -1258.4129656396165, -1698.9234171333255, -1926.9633128081016, -455.37472274410436, -1476.22111613873, -356.56722118169824, -2194.2085681311814, -1975.6799474734803, -2041.2922215450853, -546.5980517669607, -816.5130464380944, -1006.3895366848409, -468.67931110137977, 320.52245410194536, -1228.9737000085577, -1152.8774410876233, -1926.7234764465452, 283.56477666525996, -805.8265243423142, -138.08303364086066, -305.4905208063249, -152.27211146156174, -1784.0581364777477, -1730.5340789108907, -1497.981345269212, -109.46670692862929, 43.38603223690782, -1659.232647006726, 33.362601532738346, -1936.3837823211618, -1676.2373667932225, -996.9023320383449, -1664.8414983378411, -852.960983215047, -364.2106020177336, -1309.1182976696402, -1652.2391004663314, -815.5477257071155, -1292.1083884891298, 130.13010932824176, -1979.4451424831607, -1100.1182494778666, 544.0045618288251, -1359.6341635442527, -1194.6611052335513, -1707.9152877623314, 155.87715071838812, -557.6404646783631, -1432.541245376985, -967.1937968232836, -1346.6025891028737, -1778.9254037233532, -1276.502696551998, -277.52282696510287, 169.48517890185363, -1844.8707076521453, -1238.4042606174053, -480.2345316345541, -1928.5493364333647, -2005.088797670985, -178.0991898625084, -242.14461572660372, 573.4940855527166, -1695.3229605235078, 483.3055836562157, -1848.9318874892097, -1532.1748179765416, -297.91070961500725, 320.88887828787216, -365.02013179250537, 353.358373476971, -979.7724151896803, -1097.7419839729146, 461.6174492878652, -1333.9822573947506, 521.930784960235, -1355.9756929779173, -1576.1367715409294, -2050.1337283419284, 353.9845109961808, -945.8585251919959, -1003.9196847554405, -501.72554714676033, -1847.5405575347136, -1426.0522159614427, -979.1878723515631, -770.7011802756979, -917.5586518746189, 17.386547204772743, -1059.361521603201, -1624.144083849531, -996.8847138672693, -1757.4809959113475, -1517.671432938667, 346.8745326337206, 318.7640906253776, -1437.7101341701393, -1315.6130202511486, -557.1277822959325, 419.09646755344727, -1198.1601283832654, -1517.7072059610769, -1808.531787045085, 42.60330280995252, -2186.732882980929, -1545.2279284844303, -344.24831835809385, -728.8289781567304, -1520.4413627200274, -1711.4691520587683, -1405.7029464413097, -662.1540284209883, 171.67675353238982, -2151.6052320414174, -1387.8830829581718, -1942.7438845478084, -1437.7345593632404, -1386.5665565412655, -2196.9605433930037, -1644.7905288707937, -1861.6600241405913, -2077.989535433394, -645.2394595062398, -1546.981382091245, -302.8152962376739, -51.88370168080315, -1611.08840998743, -101.07398318845746, -944.8675865400818, -2184.721230708585, -1444.5913464137334, 251.05643529202604, -1093.7996672296326, -418.68205791984485, -2035.572519275955, -1253.7206657012741, 448.0330432681094, -277.3779492489755, -939.4778414675965, 294.744232095208, -1951.3053200105371, -1476.7010208940164, -446.6134247080926, 196.94382326815426, -185.62626350818877, -292.29345157200737, -167.64098328415207, 428.04379303261135, -1086.0736137755237, -567.0147560496774, -520.1838966886543, -1424.4048525755, -1041.7223380037287, -1377.7017421962646, -2067.1716072869735, -1175.4598082475968, -27.83135057284185, -1710.398804567142, -121.6772001018492, -1291.3194664924752, -2159.5798738019253, -651.9599388521478, -2197.6230844051374, -2081.4103857710907, -1500.3530515292712, -835.116548938187, 103.82021831415666, 116.19479693871594, -1180.126481024418, -935.6510857618063, 95.90067676552879, -1703.6350744341125, -365.60369654765697, -1828.0616494578107, -42.807959164835474, -629.7786384760818, -221.69001137876126, -2138.484786493335, -1457.491340453378, 169.34583203950424, -2015.8964853621453, -1506.4284746323087, -840.905590595592, -1862.6163080710385, -1931.9796641025373, -1918.8807308644793, -1958.9329287625828, -1514.63151150829, -1949.8438175578974, -1909.4836632944375, 269.79865930327384, -273.8020690485347, -1862.377791117904, -2139.461789654707, 450.7080219588958, -147.89262758200007, -21.73404893905967, -48.68386479058483, -1185.4175077354869, 485.8797336223082, -2178.629106151483, -2003.0609242262087, -835.5708268697914, -703.7493976213137, -1913.4687225452558, -1601.7323210469885, -1216.615142017075, -140.17518137727487, 152.9396746036849, -1454.8153235009524, -539.9996467745661, -1898.6626727625408, -890.8667150805578, -477.38134588922287, -596.5659388738933, -487.2292487573923, -267.0800579559605, -1275.5873896358557, -2154.3012981868706, -995.6509920987381, -1913.5276940391748, -385.61035337629374, -672.7777821961099, -136.42300506556074, -1595.6187474299436, -1675.2668480738646, 536.5007359827172, -1938.716574676456, -2197.6484825821035, -967.2020521639246, -1882.0659990362903, -1116.1268273918356, -687.0650716678359, -1189.0704843352917, -1958.8503421278615, 502.59336396861926, -1885.2041302515154, -329.06727016533625, -1568.9446000145101, 92.13884640226321, -130.91990306000156, -411.9346976037857, -1648.4008039321209, -10.760021939559568, -1746.5157766262778, -820.0336279082863, -53.39621817718542, -666.6713091111411, -1179.5473597389698, -566.5233974710366, 579.0493879030138, -1745.04258093043, -568.9883047554124, 460.55803762114664, -678.971207587637, -1691.2795770490002, -281.8697287204992, -2057.419105024302, -1196.9262544899332, -1286.2345894445727, -949.6112808837332, -1750.4976880094903, -1300.104583548436, -1700.826740369998, -1356.8645286642977, -901.1965684493989, -1586.7239160180177, -539.8855588765396, -536.981685633243, -594.0339829642386, -946.4122049805846, 100.44811466822023, -26.601969134639702, -1795.972701200023, 135.85831907987117, -2131.042251633573, 173.31244311381676, -973.1939918804516, -476.3922254122162, 244.96380439822838, -1149.0394822160538, -2005.7281180186994, -706.5237304685243, -242.80311795589202, -1365.6815983071792, -1004.0660574581109, -1293.852599754166, -1066.0467145072635, -2121.7415583105785, -709.3668938621933, -1785.6265780182994, -1627.662808884132, -908.5171961741374, -964.0784583307415, -1127.7925304619673, -700.6942249425703, -926.4748350682493, -764.1005567368916, -995.0306936637583, -736.1395788913843, -974.5355702763316, -2055.5554306235354, -1435.4803215111917, -746.5578766498188, -2111.9608953570455, -572.9814787398083, -1474.8396772339036, -527.1091344868111, 254.31163037841372, 583.2783752389082, -1470.1583019496475, -1639.078352435505, -937.2723196742083, -1085.1346026553545, 522.6530555724797, -2137.0893227115344, -688.8271591887362, -615.3754929795657, -1844.8681698565915, -1820.2259892006234, -2008.8603502294945, -965.5950671310285, -639.094060897899, -1647.490594404148, -423.58183350929903, 124.89289881453136, -2089.5239439812676, -1680.227856649511, -453.726055874174, 333.3520389769733, -1005.4259901462273, -1316.8771996397352, -1490.9596113115992, -1516.3419382476586, -1348.6863061676047, -1195.6443829495183, -426.59655679624103, 431.4926614447006, -482.03409570678895, 393.2864743230832, -764.056575458922, 9.440167195404815, -1976.691910583279, -1274.3003279367529, -1693.4407078731547, -192.4388236939419, -1239.309584700493, -475.6955582593422, -388.99278768641386, -832.2562262508233, -1013.7042620950474, -1566.4746064979643, -1172.655825711318, -1814.0220339190114, -1910.5845432297126, -968.9240188603491, -1612.8205823992766, -1109.0573151768474, -1855.6361213957478, 197.66733715400866, -576.5568510688305, 53.38685371628879, -547.0621614589885, 511.1939632636255, -903.3362179589566, -1627.4917956913987, -1376.7638758864011, -459.9683444393703, -1638.2819457135397, -1794.3271990860808, -804.0287526739459, -477.17049841290986, -1267.9405762591223, -276.25346099982187, -2105.891077998179, -1870.0980438044635, -451.0991514511609, 558.6910363325309, 95.19478209882675, 589.6774607943394, -189.67788495531673, -1730.1335970915366, -1426.455521721075, 431.0307925476749, 354.7193145873809, -1125.415980826734, -928.2698598600774, -1903.6972163262194, -195.86517306835833, -366.55039768174305, -1333.9445830853979, 613.9439268610399, -123.87451662510199, -1514.6950654889765, -1031.583453491626, -366.7832666941968, -1912.4858327891316, -378.18825202604756, -854.1216776112104, -967.2404773241974, -2086.1968519116604, -2176.5424231507054, -877.5456977052555, 17.3557538626765, -2050.8301790702903, -688.175487114305, -2089.5884561925523, -828.6678853724471, -2056.0810422229306, -765.3469566799926, -1235.3332395228347, -1287.2584259734865, -2147.3553083427014, -1056.4693719318298, -1667.2613944256798, -95.48825176412993, -1685.32771457625, 459.2582886603804, -1644.85196686848, -1255.820876782392, 124.19781914434112, -1771.8398167190603, 462.6976786273852, -584.3944229214309, -2108.5791797291727, -219.57864327983182, -526.5965241877996, -1302.4550101759087, -77.15817333678127, -954.9253322719388, 135.53291624303563, -1348.6694539054777, -1275.804396936526, -1085.3319837292106, 408.38188458653, -686.5606669813724, -1615.9989962521536, 574.4631156927846, 30.854753504940316, -305.4953748552843, -1180.083096365452, -1079.9693040341288, -1060.7652761412862, -1932.3314506836584, -1844.914381992638, -1782.7649366769688, 387.0603697377467, -819.2477967475022, -668.4278945256482, -1191.2297704143762, -1504.4145593806118, -1703.643057064758, -1174.2259376300103, -913.9292338271631, -506.41868463285664, -2090.199327281644, -1788.8332958177825, -1649.8475590879518, -379.9603329649812, 13.35267047907713, -2202.382118661735, -1787.9600142374882, -1575.2375400002638, -2011.1364174118692, -1508.7657322470222, -2015.685558460238, 431.43301071721805, -1641.131701264206, 77.7889809889167, -1337.2610543691926, -2035.9275006509242, -1783.5040909888673, -2184.7190868318094, -1619.1523885651948, -1357.706054659617, 219.9319729334179, -1979.484028022245, 463.267680793587, -664.9169731609992, -2042.6891537690926, -1492.1973114108448, -621.0797927613114, -1018.5931193216799, -1865.0477833780112, -1592.328646930328, -2145.2997131874554, -1499.9367636890918, -1062.0096986484434, -1099.2831568501501, -682.6209818721734, -2120.638465196882, -1201.9292565892133, 183.391791232954, -99.89381304462928, -752.1600519387225, -1251.1554069774866, -1486.9357494911649, -911.0901034465223, -687.0630756946616, -1588.1772337348252, -435.05909167757324, -259.8726316153368, -497.80423545896457, -370.1154931351315, -717.1331985282935, -77.99606666904664, -2058.330786432962, -956.0856406413208, -316.74456701890307, -1216.550812809791, -235.87593174948145, -1620.076953539638, -1921.3451277725799, -2110.6309509081943, -1214.8966319161318, -1013.2348002900944, -1759.8855941143572, -725.3896159923341, -1471.024783967577, -955.7723129530282, -1847.5780291318656, -1011.2314072646851, -50.15254326350156, -756.0167318129967, -815.5110743617798, -1494.7414517308944, -377.0605914099258, 602.3317448912436, -2065.1306536290936, -1083.4372443282468, -117.70971932411318, -349.5342049003131, -1530.9995412360126, 422.5506146287663, -1522.7411757212633, -541.6866944984728, -77.95199894850406, 329.2109847412001, -174.30800998550328, -900.0951764463003, -1542.9951105006123, -745.5658371990703, -620.7591044685058, -1649.7721774318197, -1530.9689473791584, -1222.2775312249398, -1976.7080280213602, -1879.868328008831, 184.4900147192875, -170.08973697156102, -2086.8788865628976, -1404.2418920522205, -2087.5479629301853, -1036.528960439186, -2147.350617985247, -273.86155750593923, 20.190757959576082, -2159.634449191911, -43.04556036955195, -539.9926369416859, -1372.871387970796, -383.86149139885146, -46.62448265964128, -1473.5349733574262, -782.1847459354444, -1274.4670297377138, -423.0659111873642, -1135.6194362608296, -423.5498200065305, 77.80129023740355, -903.3105092526874, -816.5462676410335, 112.56442834360317, -961.3328527680169, -1074.9889195816718, -1667.0082789179562, -2052.8265367450053, -2091.823394362465, 399.36841147379573, 470.70469536169213, -1283.0272164956377, -248.40006381630883, -171.858060338752, -1210.5036460318381, -1425.8750275896668, -1611.7072460723623, -1143.4279957207266, -2017.0748693040032, -1744.7987686700674, -649.7578448307539, -1451.5034025558725, -709.3147709117081, -1299.557772571887, -1227.513063678232, -467.9274389505938, 269.8073511633465, 449.8686563902634, -71.2988518040048, 6.842583117924574, -275.26939388714925, -784.8635907134925, -1871.8239279397087, -1527.0557407638637, -14.400078409816441, -628.3896261948082, -1365.6516771461977, 3.3238555984665945, -1529.9855354102206, -690.4565646551332, -1153.5126934775185, -1214.3357816061998, -210.60715126834992, -1465.4980832145636, -750.1862309514818, -1641.8384565186905, -1109.549774506093, -661.4081391445253, -93.70774062411068, -76.60351349267472, -728.1785003611442, -2060.083259371731, -2112.6263294488353, -2022.4264204436731, -331.95846798623813, 452.24847033272084, -1939.0455005180565, -1093.740296694275, -1223.497982201081, -267.0817116225969, 165.64738024310373, -596.5389259654854, -885.3382954965119, -640.3801241742361, -1972.9639503347241, -1429.3971377593841, -796.5446554035756, -1086.64915652309, -1063.243607322456, 42.84715252179688, -225.46587150751355, -1582.824556607406, -412.7108510192128, -1526.0053054068567, -789.4159763896608, -2079.3906745787917, -1725.90824549852, -892.8684687673451, -1476.4172148887133, -1576.1424306109081, -497.01036692987515, 284.90325412540415, -696.5815897772757, 17.17405844696314, 17.393485115089856, 30.871183311929208, -1240.7040498583724, -1894.5284474847372, -1885.2518814535479, -1438.9146720676847, -1929.6193955565952, -43.117531084212985, 210.06963420726356, -1869.4554833234827, -1442.5224502693693, -518.9520354795142, -1410.8046753870487, -746.5261462132671, 103.87102411647446, -1454.2433682693231, -627.0749371819594, 95.17059326151303, -2112.6469185405176, -662.1235415298567, -1069.0764499115464, -1056.35258355448, -1716.3288726468575, -1082.0055445067014, -0.1316900945222297, 396.4441079210414, -2069.531539945082, -1664.1488942314663, -877.2170277462523, -996.0497594869819, -2065.9308893584534, 598.5776418225565, 390.70347837281287, -438.426455313425, -520.2139885750566, -930.5072418175733, -1316.106157198392, -1366.6583800542844, -2014.22482730919, -615.0493988900079, -1936.343166284592, -1992.8431564736134, -2031.8456425396628, -1809.4379418425476, 414.231744560944, 269.7380074774492, 580.2928093048, -1861.9881911482921, 378.71818198942515, -2074.8975195144485, -1362.5502496967683, -1392.7311899933536, -853.5447979428492, -1047.8753802343035, -693.5517101110908, 318.7481520516631, -615.3487330454005, -1405.6728143076898, -1067.0298355529353, -568.972731720542, 470.6905858422139, -2043.3336109690026, -689.287570575781, -1768.432401493365, -2063.723158124188, 447.85940009607475, 138.83271159986447, -1139.1858236392977, -66.9499211055045, -389.36286996159583, -348.64599438897733, -2085.50701775058, -379.90360901189945, -1559.1579268689636, -2060.3043042370696, -1695.0214265424358, 497.87182632489197, -1070.0622973530074, -1006.4892042644584, -1360.6743178167421, -315.96470249073224, -1503.7310992154323, -1441.3928235289575, -753.1282361214138, -654.0760616768604, -1797.009152964127, -1952.2827701952785, -398.8236966628958, -1169.0943803799546, -2073.50574094413, -662.1321553806655, -807.334124691709, 463.3361879830166, -1921.3423412330924, -1076.5247241635257, -1980.7655640219261, -1367.0803354475026, -1084.2042733861656, 534.2254413923522, -1890.514577326081, 312.95005029682716, -1106.6299155703996, -2167.724607747924, -333.36187137398935, -1495.9183835154795, -820.4560249849526, -512.3852366715558, -1729.5680701071376, -1660.4409327804633, -1667.2255638289105, -1944.4383731977305, -490.4938910473471, 305.1278515868503, -275.9311066564581, -321.6441290828849, -580.9809620991582, -252.78219913243646, -2089.1069175746343, 148.21145230991343, -381.9754532697423, -26.660552297350748, -211.54435939252696, -780.2249798087082, -1864.32511123521, -2144.585878869295, 122.50957703210692, 229.11878165357828, -312.19254374606817, -1167.5317331571584, -1590.7387747059913, 194.0323456789542, 285.09658326161565, -1269.11264509149, 468.2910290656924, -651.7475836400098, -1759.6794816722802, 215.86143980067152, -1888.4455270743733, -378.2794361445451, -248.37071116891747, -366.88949418380275, 36.187734285666835, 283.169442704969, -1276.4467577870462, -1082.0202521712863, 198.40032677716206, -585.7615560537163, -656.7053039373753, -1443.2786912072222, -1596.4259209492227, -487.2404410907899, 176.95137875973077, -245.02208667586146, -147.21289551648567, -1882.391207227774, 267.62344655006837, -1404.4478069627587, -876.4900549159227, -1200.4012518790876, -268.59020350772204, -287.5749959363032, -755.7666049236076, -425.76018416543246, -1466.7521963413408, 114.42913233935055, -637.6410728083926, 259.89931273798953, -1438.943318369814, -1556.527703799503, -1306.4469952318057, -929.7062626864993, 535.5557346492917, -1275.3343253441074, 141.8347419925362, -1382.5447481472625, -2089.5535754562216, -1965.3137846967788, -1983.9711256223013, -1092.219248471729, -887.7920305825126, -1520.4438172490077, -573.5387393115371, -579.9915360406693, -1390.4866272910967, -2086.8031744574005, -886.51737279162, -348.77664518991503, 12.891324297188445, -1398.618184062609, -53.88663516791261, -741.3398214827997, -1347.7165265425538, -1797.365870749173, -911.0812824057808, -2094.5389069631483, 414.2092699935655, -2085.674093519015, -885.6791734664752, -1461.684700941797, -2127.3424751925913, -1883.006518892808, 593.2926149823907, 100.20352447657174, -2118.0903003274925, -1442.0311632566966, -308.77369891860053, 583.2418012215996, -2029.152369222108, -19.837934068863184, -959.859580805623, -125.68977821326398, -641.158985109065, 392.20784335735505, -2114.0373338181603, -1695.0396564537725, -1044.6351511735022, -2058.737845984902, 9.453059311007276, -1562.9908295268078, -2054.855519578736, -1745.3429006338224, 147.15402321675052, -2033.2316435541504, -1583.4402704084623, -2064.1775553127677, 344.4546855866162, 394.30675509994916, -2011.6581490552692, -527.6401726742685, -956.4985314382102, -463.7502288770285, -519.6512018176151, -742.3180106642197, -989.1799916916349, -2139.1637624902137, 155.8918795706648, -1660.5177953649447, -1051.0292316855268, -1971.3303349730197, -892.6461205182954, -588.7747972714004, -976.3974812007757, -1504.903115168779, -14.378395775238317, -1999.0242179497927, -192.17361089445797, -590.9920959653947, -291.39509848977565, 318.9841589389233, 87.57796588337922, -1426.4730032324735, -903.2638499603503, 243.22206170890325, -1516.3263064620746, -627.0688582203908, -2156.972048616963, -1554.6434274047774, -184.00220643777885, -1405.746110093782, -1572.527512785566, -1005.5673092640917, 494.1817710009126, 96.89319854566186, -927.7689313275777, -1748.026966076599, -2045.35529221902, -772.0238801411405, -468.3484854245562, -2065.0661440593, -1788.8508527207237, -336.631554520911, -890.8626847633366, -60.962308416667696, -557.6489381983356, 569.6284855005532, -459.9761495444125, -2108.5946998406484, -2061.0014776820044, -632.2950045934042, -98.59314077329296, -1862.8346781368687, -366.9034896102913, -1915.6932927822158, -1202.4693576471632, -423.03482767033034, -1133.428577905492, -1132.1500783761721, 463.3164363670115, -997.91018835845, -2160.2299330986625, -1796.4411384526752, -14.335945993399461, -945.9538725498456, -501.76770223277435, -339.89662985583374, -1010.2536245713196, 229.1881028298147, -1191.2801890121025, -554.8757014294836, 169.48400658900735, -1263.5179637743518, -1956.813652530198, -328.61234149536244, -1816.0317978044238, -446.31156747632997, 423.5422883407233, 141.78421565929256, -1244.5917154547155, -1686.4019579407984, -1921.573609350801, -1664.1252231301137, -1816.1487367715113, -697.8145938470662, -652.0056732580884, -1577.6537465405154, 33.33432435672162, -1516.9521513051084, -1743.9329767259715, -1182.6684155278463, -1970.9239546359743, -1607.1324349278193, -259.54229550041856, 582.6708042134727, -757.0624019515741, 393.3603985133641, -1438.7450378422752, -2022.4388839753822, -1035.0611604175247, -2079.3272783103876, -696.3533094064297, -1871.8121743042977, -1719.5665237565145, -2125.7178996895286, -1737.4991924098592, -1744.8198276683777, -576.5565536358796, -2159.702361066114, -1246.4771898700742, -1313.862358142403, -1091.9352694872232, 524.1943332966159, -1722.7397136326258, -808.7666181866617, -1976.079807245781, -1153.4850899802295, -1210.7410466792774, -909.7550625481612, -1002.303535883907, -228.43153551707445, -1404.4986347177319, -1656.8336994700073, -955.7720317573747, -28.461131424628586, -1735.892371695692, -1690.3349793268023, -1242.3932336134312, -760.8428640461385, -176.67310731020433, -1443.2853387961688, -1585.0185297447313, -1156.7455071056668, -1120.7856988460373, -938.9762175846021, -848.348007805479, -364.22787438276583, -1240.8917733358758, 355.1796021595705, -1976.7714317305745, -121.61931819223898, -1567.22524184113, -2105.8342238387536, -387.6658723220832, -1250.37772124211, -2148.6623873397634, -1751.7108483573238, -1177.191668005449, -741.3557782744607, -1346.637219718152, 256.2326643525248, -1671.500219467106, -1002.5346458098683, -1035.264004566822, -123.46007372770943, -175.437560273193, -1042.7458097077024, -472.3792063668758, 402.69380480094236, -1444.1770247365077, -1400.8408117437043, -1419.4828578001063, -1120.7919037215552, -1366.6061109022191, 162.49482624024168, -233.57346731412656, -1766.8109391434148, -892.418014158039, -2013.4790458546831, -1620.9432915628233, -807.2115546147537, -696.5417442174348, -1295.9230883474115, -1830.5762193245548, -1261.4263801751483, 173.3584609033787, -2019.0889532281924, -1076.477042287817, -2031.8786470221542, 111.53427643894439, -2125.545197458717, -792.9639293514572, 607.3482498234278, -1232.6031201892436, -1251.5994987194958, -836.3701084273946, -279.11833536194865, -1214.3474688208087, -1548.2234274164573, 515.0239323687227, -2124.853041170657, 376.9150291431887, 84.65530084267492, -145.74750808094194, -676.1761166067221, 131.119017727508, 11.592808761268055, -1508.3058619574992, -2088.231240227609, -2057.6408954731273, -1741.6953915812094, -1213.0106632878087, -2040.9370248708035, 574.5160979087528, -1383.4263067647762, -1406.4312963106734, -1910.5911112754525, -1876.17353367175, -1513.6804151098663, 126.78263958396616, 502.5828499839815, -2034.542474089657, -2063.384909761444, -2113.3750768326613, -1607.1598667539827, -443.94458439963967, -1766.5123893119778, -636.6794715094829, -1916.5814559377998, -255.21147378377063, -1004.3620159700664, -736.1877694706117, -1221.910721472816, -828.884264719788, 579.0696488893465, -1240.3634967179569, -1086.4652487054736, -1988.7886307720933, -2111.3067086266115, -767.7205334251653, -499.98837007835965, -248.39228052686934, -1663.2325904695226, 526.2316619339432, 397.78604294231485, -1869.0874838775492, -1198.158755542639, -1878.4406134265992, -765.1850694463685, -1095.7401982008655, -2045.3623631699327, -1896.1785895489686, -1920.508791979575, -472.9710517890434, -1360.6713767636277, -2120.824912683436, -1971.3062778411545, -53.486076155488, -1732.21134523574, -381.58056493277286, -1590.7572902815493, -1216.6115988112683, 296.31581846812713, -616.5159624653281, 94.3336634500209, -904.4087667873872, -2022.3198957048132, -988.5171363978203, -716.5345989050471, -548.0029323788171, -1939.0428253283578, -163.85504426682257, -1184.4878617454242, -303.5232192643325, -453.7127590269174, -1916.174186200525, -1209.680630022096, -1762.0111459557565, -1545.781095659401, -980.7086026395848, -1163.495417378928, -650.197948186904, -1570.742143761789, -1276.4982575598535, 603.3198435097862, -1263.4454617845956, -1035.6838358589648, -693.2915796959982, -52.152956665115354, -1433.6666658345637, -757.4112011671455, -1360.7098919911257, -1660.2419970580356, -1375.3048839390478, -2194.8963623423124, -1719.294380746783, -98.61333102806435, -53.13353212471734, 18.836336969529196, -1489.3196731434905, -752.4120945195267, -962.2241057688202, -2116.08884456148, -1513.6628324732676, -969.7983046024148, -64.87152794737747, -1292.9242037507445, -336.6198467322465, 396.43436556949683, 99.18068103439795, -2111.236957098894, -245.10745486005112, 140.56128760596908, -627.4849952758569, -1276.1197112762331, -2035.1758520156898, -1036.468109044254, 42.70072475371154, -1436.0891421262631, -1704.987302877675, 592.6741604796463, -788.0119488518751, -666.4578905221387, -837.235781023971, -1153.4737203765283, -1941.7417458183484, -1680.1965450495434, -1500.34983326098, -719.529921535865, 108.94408252598184, -1383.2227363710858, -1808.027718812078, -101.08954480377331, -1072.8099139084347, -2069.477782016921, -1022.2790419429435, 40.922762464706175, -1114.6963976048548, 378.69613660402655, -1979.3885965564139, 478.47175190434695, -1787.9020782643781, -603.0311222225799, -631.0286172755008, 475.41622139180566, -525.8095980748107, -831.2650214347906, -1270.4665041398364, -954.1845573926244, -1808.0884781544448, -468.6759312512224, -532.9807171846743, -1503.3374012663398, -1928.5244628611085, -2041.2759726243446, -1025.7437444314412, -1530.9995412360126, 422.5506146287663, -1522.7411757212633, -541.6866944984728, -77.95199894850406, 329.2109847412001, -174.30800998550328, -900.0951764463003, -1542.9951105006123, -745.5658371990703, -620.7591044685058, -1649.7721774318197, -1530.9689473791584, -1222.2775312249398, -1976.7080280213602, -1879.868328008831, 184.4900147192875, -170.08973697156102, -2086.8788865628976, -1404.2418920522205, -2087.5479629301853, -1036.528960439186, -2147.350617985247, -273.86155750593923, 20.190757959576082, -2159.634449191911, -43.04556036955195, -539.9926369416859, -1372.871387970796, -383.86149139885146, -46.62448265964128, -1473.5349733574262, -782.1847459354444, -1274.4670297377138, -423.0659111873642, -1135.6194362608296, -423.5498200065305, 77.80129023740355, -903.3105092526874, -816.5462676410335, 112.56442834360317, -961.3328527680169, -1074.9889195816718, -1667.0082789179562, -2052.8265367450053, -2091.823394362465, 399.36841147379573, 470.70469536169213, -1283.0272164956377, -248.40006381630883, -171.858060338752, -1210.5036460318381, -1425.8750275896668, -1611.7072460723623, -1143.4279957207266, -2017.0748693040032, -1744.7987686700674, -649.7578448307539, -1451.5034025558725, -709.3147709117081, -1299.557772571887, -1227.513063678232, -467.9274389505938, 269.8073511633465, 449.8686563902634, -71.2988518040048, 6.842583117924574, -275.26939388714925, -784.8635907134925, -1871.8239279397087, -1527.0557407638637, -14.400078409816441, -628.3896261948082, -1365.6516771461977, 3.3238555984665945, -1529.9855354102206, -690.4565646551332, -1153.5126934775185, -1214.3357816061998, -210.60715126834992, -1465.4980832145636, -750.1862309514818, -1641.8384565186905, -1109.549774506093, -661.4081391445253, -93.70774062411068, -76.60351349267472, -728.1785003611442, -2060.083259371731, -2112.6263294488353, -2022.4264204436731, -331.95846798623813, 452.24847033272084, -1939.0455005180565, -1093.740296694275, -1223.497982201081, -267.0817116225969, 165.64738024310373, -596.5389259654854, -885.3382954965119, -640.3801241742361, -1972.9639503347241, -1429.3971377593841, -796.5446554035756, -1086.64915652309, -1063.243607322456, 42.84715252179688, -225.46587150751355, -1582.824556607406, -412.7108510192128, -1526.0053054068567, -789.4159763896608, -2079.3906745787917, -1725.90824549852, -892.8684687673451, -1476.4172148887133, -1576.1424306109081, -497.01036692987515, 284.90325412540415, -696.5815897772757, 17.17405844696314, 17.393485115089856, 30.871183311929208, -1240.7040498583724, -1894.5284474847372, -1885.2518814535479, -1438.9146720676847, -1929.6193955565952, -43.117531084212985, 210.06963420726356, -1869.4554833234827, -1442.5224502693693, -518.9520354795142, -1410.8046753870487, -746.5261462132671, 103.87102411647446, -1454.2433682693231, -627.0749371819594, 95.17059326151303, -2112.6469185405176, -662.1235415298567, -1069.0764499115464, -1056.35258355448, -1716.3288726468575, -1082.0055445067014, -0.1316900945222297, 396.4441079210414, -2069.531539945082, -1664.1488942314663, -877.2170277462523, -996.0497594869819, -2065.9308893584534, 598.5776418225565, 390.70347837281287, -438.426455313425, -520.2139885750566, -930.5072418175733, -1316.106157198392, -1366.6583800542844, -2014.22482730919, -615.0493988900079, -1936.343166284592, -1992.8431564736134, -2031.8456425396628, -1809.4379418425476, 414.231744560944, 269.7380074774492, 580.2928093048, -1861.9881911482921, 378.71818198942515, -2074.8975195144485, -1362.5502496967683, -1392.7311899933536, -853.5447979428492, -1047.8753802343035, -693.5517101110908, 318.7481520516631, -615.3487330454005, -1405.6728143076898, -1067.0298355529353, -568.972731720542, 470.6905858422139, -2043.3336109690026, -689.287570575781, -1768.432401493365, -2063.723158124188, 447.85940009607475, 138.83271159986447, -1139.1858236392977, -66.9499211055045, -389.36286996159583, -348.64599438897733, -2085.50701775058, -379.90360901189945, -1559.1579268689636, -2060.3043042370696, -1695.0214265424358, 497.87182632489197, -1070.0622973530074, -1006.4892042644584, -1360.6743178167421, -315.96470249073224, -1503.7310992154323, -1441.3928235289575, -753.1282361214138, -654.0760616768604, -1797.009152964127, -1952.2827701952785, -398.8236966628958, -1169.0943803799546, -2073.50574094413, -662.1321553806655, -807.334124691709, 463.3361879830166, -1921.3423412330924, -1076.5247241635257, -1980.7655640219261, -1367.0803354475026, -1084.2042733861656, 534.2254413923522, -1890.514577326081, 312.95005029682716, -1106.6299155703996, -2167.724607747924, -333.36187137398935, -1495.9183835154795, -820.4560249849526, -512.3852366715558, -1729.5680701071376, -1660.4409327804633, -1667.2255638289105, -1944.4383731977305, -490.4938910473471, 305.1278515868503, -275.9311066564581, -321.6441290828849, -580.9809620991582, -252.78219913243646, -2089.1069175746343, 148.21145230991343, -381.9754532697423, -26.660552297350748, -211.54435939252696, -780.2249798087082, -1864.32511123521, -2144.585878869295, 122.50957703210692, 229.11878165357828, -312.19254374606817, -1167.5317331571584, -1590.7387747059913, 194.0323456789542, 285.09658326161565, -1269.11264509149, 468.2910290656924, -651.7475836400098, -1759.6794816722802, 215.86143980067152, -1888.4455270743733, -378.2794361445451, -248.37071116891747, -366.88949418380275, 36.187734285666835, 283.169442704969, -1276.4467577870462, -1082.0202521712863, 198.40032677716206, -585.7615560537163, -656.7053039373753, -1443.2786912072222, -1596.4259209492227, -487.2404410907899, 176.95137875973077, -245.02208667586146, -147.21289551648567, -1882.391207227774, 267.62344655006837, -1404.4478069627587, -876.4900549159227, -1200.4012518790876, -268.59020350772204, -287.5749959363032, -755.7666049236076, -425.76018416543246, -1466.7521963413408, 114.42913233935055, -637.6410728083926, 259.89931273798953, -1438.943318369814, -1556.527703799503, -1306.4469952318057, -929.7062626864993, 535.5557346492917, -1275.3343253441074, 141.8347419925362, -1382.5447481472625, -2089.5535754562216, -1965.3137846967788, -1983.9711256223013, -1092.219248471729, -887.7920305825126, -1520.4438172490077, -573.5387393115371, -579.9915360406693, -1390.4866272910967, -2086.8031744574005, -886.51737279162, -348.77664518991503, 12.891324297188445, -1398.618184062609, -53.88663516791261, -741.3398214827997, -1347.7165265425538, -1797.365870749173, -911.0812824057808, -2094.5389069631483, 414.2092699935655, -2085.674093519015, -885.6791734664752, -1461.684700941797, -2127.3424751925913, -1883.006518892808, 593.2926149823907, 100.20352447657174, -2118.0903003274925, -1442.0311632566966, -308.77369891860053, 583.2418012215996, -2029.152369222108, -19.837934068863184, -959.859580805623, -125.68977821326398, -641.158985109065, 392.20784335735505, -2114.0373338181603, -1695.0396564537725, -1044.6351511735022, -2058.737845984902, 9.453059311007276, -1562.9908295268078, -2054.855519578736, -1745.3429006338224, 147.15402321675052, -2033.2316435541504, -1583.4402704084623, -2064.1775553127677, 344.4546855866162, 394.30675509994916, -2011.6581490552692, -527.6401726742685, -956.4985314382102, -463.7502288770285, -519.6512018176151, -742.3180106642197, -989.1799916916349, -2139.1637624902137, 155.8918795706648, -1660.5177953649447, -1051.0292316855268, -1971.3303349730197, -892.6461205182954, -588.7747972714004, -976.3974812007757, -1504.903115168779, -14.378395775238317, -1999.0242179497927, -192.17361089445797, -590.9920959653947, -291.39509848977565, 318.9841589389233, 87.57796588337922, -1426.4730032324735, -903.2638499603503, 243.22206170890325, -1516.3263064620746, -627.0688582203908, -2156.972048616963, -1554.6434274047774, -184.00220643777885, -1405.746110093782, -1572.527512785566, -1005.5673092640917, 494.1817710009126, 96.89319854566186, -927.7689313275777, -1748.026966076599, -2045.35529221902, -772.0238801411405, -468.3484854245562, -2065.0661440593, -1788.8508527207237, -336.631554520911, -890.8626847633366, -60.962308416667696, -557.6489381983356, 569.6284855005532, -459.9761495444125, -2108.5946998406484, -2061.0014776820044, -632.2950045934042, -98.59314077329296, -1862.8346781368687, -366.9034896102913, -1915.6932927822158, -1202.4693576471632, -423.03482767033034, -1133.428577905492, -1132.1500783761721, 463.3164363670115, -997.91018835845, -2160.2299330986625, -1796.4411384526752, -14.335945993399461, -945.9538725498456, -501.76770223277435, -339.89662985583374, -1010.2536245713196, 229.1881028298147, -1191.2801890121025, -554.8757014294836, 169.48400658900735, -1263.5179637743518, -1956.813652530198, -328.61234149536244, -1816.0317978044238, -446.31156747632997, 423.5422883407233, 141.78421565929256, -1244.5917154547155, -1686.4019579407984, -1921.573609350801, -1664.1252231301137, -1816.1487367715113, -697.8145938470662, -652.0056732580884, -1577.6537465405154, 33.33432435672162, -1516.9521513051084, -1743.9329767259715, -1182.6684155278463, -1970.9239546359743, -1607.1324349278193, -259.54229550041856, 582.6708042134727, -757.0624019515741, 393.3603985133641, -1438.7450378422752, -2022.4388839753822, -1035.0611604175247, -2079.3272783103876, -696.3533094064297, -1871.8121743042977, -1719.5665237565145, -2125.7178996895286, -1737.4991924098592, -1744.8198276683777, -576.5565536358796, -2159.702361066114, -1246.4771898700742, -1313.862358142403, -1091.9352694872232, 524.1943332966159, -1722.7397136326258, -808.7666181866617, -1976.079807245781, -1153.4850899802295, -1210.7410466792774, -909.7550625481612, -1002.303535883907, -228.43153551707445, -1404.4986347177319, -1656.8336994700073, -955.7720317573747, -28.461131424628586, -1735.892371695692, -1690.3349793268023, -1242.3932336134312, -760.8428640461385, -176.67310731020433, -1443.2853387961688, -1585.0185297447313, -1156.7455071056668, -1120.7856988460373, -938.9762175846021, -848.348007805479, -364.22787438276583, -1240.8917733358758, 355.1796021595705, -1976.7714317305745, -121.61931819223898, -1567.22524184113, -2105.8342238387536, -387.6658723220832, -1250.37772124211, -2148.6623873397634, -1751.7108483573238, -1177.191668005449, -741.3557782744607, -1346.637219718152, 256.2326643525248, -1671.500219467106, -1002.5346458098683, -1035.264004566822, -123.46007372770943, -175.437560273193, -1042.7458097077024, -472.3792063668758, 402.69380480094236, -1444.1770247365077, -1400.8408117437043, -1419.4828578001063, -1120.7919037215552, -1366.6061109022191, 162.49482624024168, -233.57346731412656, -1766.8109391434148, -892.418014158039, -2013.4790458546831, -1620.9432915628233, -807.2115546147537, -696.5417442174348, -1295.9230883474115, -1830.5762193245548, -1261.4263801751483, 173.3584609033787, -2019.0889532281924, -1076.477042287817, -2031.8786470221542, 111.53427643894439, -2125.545197458717, -792.9639293514572, 607.3482498234278, -1232.6031201892436, -1251.5994987194958, -836.3701084273946, -279.11833536194865, -1214.3474688208087, -1548.2234274164573, 515.0239323687227, -2124.853041170657, 376.9150291431887, 84.65530084267492, -145.74750808094194, -676.1761166067221, 131.119017727508, 11.592808761268055, -1508.3058619574992, -2088.231240227609, -2057.6408954731273, -1741.6953915812094, -1213.0106632878087, -2040.9370248708035, 574.5160979087528, -1383.4263067647762, -1406.4312963106734, -1910.5911112754525, -1876.17353367175, -1513.6804151098663, 126.78263958396616, 502.5828499839815, -2034.542474089657, -2063.384909761444, -2113.3750768326613, -1607.1598667539827, -443.94458439963967, -1766.5123893119778, -636.6794715094829, -1916.5814559377998, -255.21147378377063, -1004.3620159700664, -736.1877694706117, -1221.910721472816, -828.884264719788, 579.0696488893465, -1240.3634967179569, -1086.4652487054736, -1988.7886307720933, -2111.3067086266115, -767.7205334251653, -499.98837007835965, -248.39228052686934, -1663.2325904695226, 526.2316619339432, 397.78604294231485, -1869.0874838775492, -1198.158755542639, -1878.4406134265992, -765.1850694463685, -1095.7401982008655, -2045.3623631699327, -1896.1785895489686, -1920.508791979575, -472.9710517890434, -1360.6713767636277, -2120.824912683436, -1971.3062778411545, -53.486076155488, -1732.21134523574, -381.58056493277286, -1590.7572902815493, -1216.6115988112683, 296.31581846812713, -616.5159624653281, 94.3336634500209, -904.4087667873872, -2022.3198957048132, -988.5171363978203, -716.5345989050471, -548.0029323788171, -1939.0428253283578, -163.85504426682257, -1184.4878617454242, -303.5232192643325, -453.7127590269174, -1916.174186200525, -1209.680630022096, -1762.0111459557565, -1545.781095659401, -980.7086026395848, -1163.495417378928, -650.197948186904, -1570.742143761789, -1276.4982575598535, 603.3198435097862, -1263.4454617845956, -1035.6838358589648, -693.2915796959982, -52.152956665115354, -1433.6666658345637, -757.4112011671455, -1360.7098919911257, -1660.2419970580356, -1375.3048839390478, -2194.8963623423124, -1719.294380746783, -98.61333102806435, -53.13353212471734, 18.836336969529196, -1489.3196731434905, -752.4120945195267, -962.2241057688202, -2116.08884456148, -1513.6628324732676, -969.7983046024148, -64.87152794737747, -1292.9242037507445, -336.6198467322465, 396.43436556949683, 99.18068103439795, -2111.236957098894, -245.10745486005112, 140.56128760596908, -627.4849952758569, -1276.1197112762331, -2035.1758520156898, -1036.468109044254, 42.70072475371154, -1436.0891421262631, -1704.987302877675, 592.6741604796463, -788.0119488518751, -666.4578905221387, -837.235781023971, -1153.4737203765283, -1941.7417458183484, -1680.1965450495434, -1500.34983326098, -719.529921535865, 108.94408252598184, -1383.2227363710858, -1808.027718812078, -101.08954480377331, -1072.8099139084347, -2069.477782016921, -1022.2790419429435, 40.922762464706175, -1114.6963976048548, 378.69613660402655, -1979.3885965564139, 478.47175190434695, -1787.9020782643781, -603.0311222225799, -631.0286172755008, 475.41622139180566, -525.8095980748107, -831.2650214347906, -1270.4665041398364, -954.1845573926244, -1808.0884781544448, -468.6759312512224, -532.9807171846743, -1503.3374012663398, -1928.5244628611085, -2041.2759726243446, -1025.7437444314412, -1530.9995412360126, 422.5506146287663, -1522.7411757212633, -541.6866944984728, -77.95199894850406, 329.2109847412001, -174.30800998550328, -900.0951764463003, -1542.9951105006123, -745.5658371990703, -620.7591044685058, -1649.7721774318197, -1530.9689473791584, -1222.2775312249398, -1976.7080280213602, -1879.868328008831, 184.4900147192875, -170.08973697156102, -2086.8788865628976, -1404.2418920522205, -2087.5479629301853, -1036.528960439186, -2147.350617985247, -273.86155750593923, 20.190757959576082, -2159.634449191911, -43.04556036955195, -539.9926369416859, -1372.871387970796, -383.86149139885146, -46.62448265964128, -1473.5349733574262, -782.1847459354444, -1274.4670297377138, -423.0659111873642, -1135.6194362608296, -423.5498200065305, 77.80129023740355, -903.3105092526874, -816.5462676410335, 112.56442834360317, -961.3328527680169, -1074.9889195816718, -1667.0082789179562, -2052.8265367450053, -2091.823394362465, 399.36841147379573, 470.70469536169213, -1283.0272164956377, -248.40006381630883, -171.858060338752, -1210.5036460318381, -1425.8750275896668, -1611.7072460723623, -1143.4279957207266, -2017.0748693040032, -1744.7987686700674, -649.7578448307539, -1451.5034025558725, -709.3147709117081, -1299.557772571887, -1227.513063678232, -467.9274389505938, 269.8073511633465, 449.8686563902634, -71.2988518040048, 6.842583117924574, -275.26939388714925, -784.8635907134925, -1871.8239279397087, -1527.0557407638637, -14.400078409816441, -628.3896261948082, -1365.6516771461977, 3.3238555984665945, -1529.9855354102206, -690.4565646551332, -1153.5126934775185, -1214.3357816061998, -210.60715126834992, -1465.4980832145636, -750.1862309514818, -1641.8384565186905, -1109.549774506093, -661.4081391445253, -93.70774062411068, -76.60351349267472, -728.1785003611442, -2060.083259371731, -2112.6263294488353, -2022.4264204436731, -331.95846798623813, 452.24847033272084, -1939.0455005180565, -1093.740296694275, -1223.497982201081, -267.0817116225969, 165.64738024310373, -596.5389259654854, -885.3382954965119, -640.3801241742361, -1972.9639503347241, -1429.3971377593841, -796.5446554035756, -1086.64915652309, -1063.243607322456, 42.84715252179688, -225.46587150751355, -1582.824556607406, -412.7108510192128, -1526.0053054068567, -789.4159763896608, -2079.3906745787917, -1725.90824549852, -892.8684687673451, -1476.4172148887133, -1576.1424306109081, -497.01036692987515, 284.90325412540415, -696.5815897772757, 17.17405844696314, 17.393485115089856, 30.871183311929208, -1240.7040498583724, -1894.5284474847372, -1885.2518814535479, -1438.9146720676847, -1929.6193955565952, -43.117531084212985, 210.06963420726356, -1869.4554833234827, -1442.5224502693693, -518.9520354795142, -1410.8046753870487, -746.5261462132671, 103.87102411647446, -1454.2433682693231, -627.0749371819594, 95.17059326151303, -2112.6469185405176, -662.1235415298567, -1069.0764499115464, -1056.35258355448, -1716.3288726468575, -1082.0055445067014, -0.1316900945222297, 396.4441079210414, -2069.531539945082, -1664.1488942314663, -877.2170277462523, -996.0497594869819, -2065.9308893584534, 598.5776418225565, 390.70347837281287, -438.426455313425, -520.2139885750566, -930.5072418175733, -1316.106157198392, -1366.6583800542844, -2014.22482730919, -615.0493988900079, -1936.343166284592, -1992.8431564736134, -2031.8456425396628, -1809.4379418425476, 414.231744560944, 269.7380074774492, 580.2928093048, -1861.9881911482921, 378.71818198942515, -2074.8975195144485, -1362.5502496967683, -1392.7311899933536, -853.5447979428492, -1047.8753802343035, -693.5517101110908, 318.7481520516631, -615.3487330454005, -1405.6728143076898, -1067.0298355529353, -568.972731720542, 470.6905858422139, -2043.3336109690026, -689.287570575781, -1768.432401493365, -2063.723158124188, 447.85940009607475, 138.83271159986447, -1139.1858236392977, -66.9499211055045, -389.36286996159583, -348.64599438897733, -2085.50701775058, -379.90360901189945, -1559.1579268689636, -2060.3043042370696, -1695.0214265424358, 497.87182632489197, -1070.0622973530074, -1006.4892042644584, -1360.6743178167421, -315.96470249073224, -1503.7310992154323, -1441.3928235289575, -753.1282361214138, -654.0760616768604, -1797.009152964127, -1952.2827701952785, -398.8236966628958, -1169.0943803799546, -2073.50574094413, -662.1321553806655, -807.334124691709, 463.3361879830166, -1921.3423412330924, -1076.5247241635257, -1980.7655640219261, -1367.0803354475026, -1084.2042733861656, 534.2254413923522, -1890.514577326081, 312.95005029682716, -1106.6299155703996, -2167.724607747924, -333.36187137398935, -1495.9183835154795, -820.4560249849526, -512.3852366715558, -1729.5680701071376, -1660.4409327804633, -1667.2255638289105, -1944.4383731977305, -490.4938910473471, 305.1278515868503, -275.9311066564581, -321.6441290828849, -580.9809620991582, -252.78219913243646, -2089.1069175746343, 148.21145230991343, -381.9754532697423, -26.660552297350748, -211.54435939252696, -780.2249798087082, -1864.32511123521, -2144.585878869295, 122.50957703210692, 229.11878165357828, -312.19254374606817, -1167.5317331571584, -1590.7387747059913, 194.0323456789542, 285.09658326161565, -1269.11264509149, 468.2910290656924, -651.7475836400098, -1759.6794816722802, 215.86143980067152, -1888.4455270743733, -378.2794361445451, -248.37071116891747, -366.88949418380275, 36.187734285666835, 283.169442704969, -1276.4467577870462, -1082.0202521712863, 198.40032677716206, -585.7615560537163, -656.7053039373753, -1443.2786912072222, -1596.4259209492227, -487.2404410907899, 176.95137875973077, -245.02208667586146, -147.21289551648567, -1882.391207227774, 267.62344655006837, -1404.4478069627587, -876.4900549159227, -1200.4012518790876, -268.59020350772204, -287.5749959363032, -755.7666049236076, -425.76018416543246, -1466.7521963413408, 114.42913233935055, -637.6410728083926, 259.89931273798953, -1438.943318369814, -1556.527703799503, -1306.4469952318057, -929.7062626864993, 535.5557346492917, -1275.3343253441074, 141.8347419925362, -1382.5447481472625, -2089.5535754562216, -1965.3137846967788, -1983.9711256223013, -1092.219248471729, -887.7920305825126, -1520.4438172490077, -573.5387393115371, -579.9915360406693, -1390.4866272910967, -2086.8031744574005, -886.51737279162, -348.77664518991503, 12.891324297188445, -1398.618184062609, -53.88663516791261, -741.3398214827997, -1347.7165265425538, -1797.365870749173, -911.0812824057808, -2094.5389069631483, 414.2092699935655, -2085.674093519015, -885.6791734664752, -1461.684700941797, -2127.3424751925913, -1883.006518892808, 593.2926149823907, 100.20352447657174, -2118.0903003274925, -1442.0311632566966, -308.77369891860053, 583.2418012215996, -2029.152369222108, -19.837934068863184, -959.859580805623, -125.68977821326398, -641.158985109065, 392.20784335735505, -2114.0373338181603, -1695.0396564537725, -1044.6351511735022, -2058.737845984902, 9.453059311007276, -1562.9908295268078, -2054.855519578736, -1745.3429006338224, 147.15402321675052, -2033.2316435541504, -1583.4402704084623, -2064.1775553127677, 344.4546855866162, 394.30675509994916, -2011.6581490552692, -527.6401726742685, -956.4985314382102, -463.7502288770285, -519.6512018176151, -742.3180106642197, -989.1799916916349, -2139.1637624902137, 155.8918795706648, -1660.5177953649447, -1051.0292316855268, -1971.3303349730197, -892.6461205182954, -588.7747972714004, -976.3974812007757, -1504.903115168779, -14.378395775238317, -1999.0242179497927, -192.17361089445797, -590.9920959653947, -291.39509848977565, 318.9841589389233, 87.57796588337922, -1426.4730032324735, -903.2638499603503, 243.22206170890325, -1516.3263064620746, -627.0688582203908, -2156.972048616963, -1554.6434274047774, -184.00220643777885, -1405.746110093782, -1572.527512785566, -1005.5673092640917, 494.1817710009126, 96.89319854566186, -927.7689313275777, -1748.026966076599, -2045.35529221902, -772.0238801411405, -468.3484854245562, -2065.0661440593, -1788.8508527207237, -336.631554520911, -890.8626847633366, -60.962308416667696, -557.6489381983356, 569.6284855005532, -459.9761495444125, -2108.5946998406484, -2061.0014776820044, -632.2950045934042, -98.59314077329296, -1862.8346781368687, -366.9034896102913, -1915.6932927822158, -1202.4693576471632, -423.03482767033034, -1133.428577905492, -1132.1500783761721, 463.3164363670115, -997.91018835845, -2160.2299330986625, -1796.4411384526752, -14.335945993399461, -945.9538725498456, -501.76770223277435, -339.89662985583374, -1010.2536245713196, 229.1881028298147, -1191.2801890121025, -554.8757014294836, 169.48400658900735, -1263.5179637743518, -1956.813652530198, -328.61234149536244, -1816.0317978044238, -446.31156747632997, 423.5422883407233, 141.78421565929256, -1244.5917154547155, -1686.4019579407984, -1921.573609350801, -1664.1252231301137, -1816.1487367715113, -697.8145938470662, -652.0056732580884, -1577.6537465405154, 33.33432435672162, -1516.9521513051084, -1743.9329767259715, -1182.6684155278463, -1970.9239546359743, -1607.1324349278193, -259.54229550041856, 582.6708042134727, -757.0624019515741, 393.3603985133641, -1438.7450378422752, -2022.4388839753822, -1035.0611604175247, -2079.3272783103876, -696.3533094064297, -1871.8121743042977, -1719.5665237565145, -2125.7178996895286, -1737.4991924098592, -1744.8198276683777, -576.5565536358796, -2159.702361066114, -1246.4771898700742, -1313.862358142403, -1091.9352694872232, 524.1943332966159, -1722.7397136326258, -808.7666181866617, -1976.079807245781, -1153.4850899802295, -1210.7410466792774, -909.7550625481612, -1002.303535883907, -228.43153551707445, -1404.4986347177319, -1656.8336994700073, -955.7720317573747, -28.461131424628586, -1735.892371695692, -1690.3349793268023, -1242.3932336134312, -760.8428640461385, -176.67310731020433, -1443.2853387961688, -1585.0185297447313, -1156.7455071056668, -1120.7856988460373, -938.9762175846021, -848.348007805479, -364.22787438276583, -1240.8917733358758, 355.1796021595705, -1976.7714317305745, -121.61931819223898, -1567.22524184113, -2105.8342238387536, -387.6658723220832, -1250.37772124211, -2148.6623873397634, -1751.7108483573238, -1177.191668005449, -741.3557782744607, -1346.637219718152, 256.2326643525248, -1671.500219467106, -1002.5346458098683, -1035.264004566822, -123.46007372770943, -175.437560273193, -1042.7458097077024, -472.3792063668758, 402.69380480094236, -1444.1770247365077, -1400.8408117437043, -1419.4828578001063, -1120.7919037215552, -1366.6061109022191, 162.49482624024168, -233.57346731412656, -1766.8109391434148, -892.418014158039, -2013.4790458546831, -1620.9432915628233, -807.2115546147537, -696.5417442174348, -1295.9230883474115, -1830.5762193245548, -1261.4263801751483, 173.3584609033787, -2019.0889532281924, -1076.477042287817, -2031.8786470221542, 111.53427643894439, -2125.545197458717, -792.9639293514572, 607.3482498234278, -1232.6031201892436, -1251.5994987194958, -836.3701084273946, -279.11833536194865, -1214.3474688208087, -1548.2234274164573, 515.0239323687227, -2124.853041170657, 376.9150291431887, 84.65530084267492, -145.74750808094194, -676.1761166067221, 131.119017727508, 11.592808761268055, -1508.3058619574992, -2088.231240227609, -2057.6408954731273, -1741.6953915812094, -1213.0106632878087, -2040.9370248708035, 574.5160979087528, -1383.4263067647762, -1406.4312963106734, -1910.5911112754525, -1876.17353367175, -1513.6804151098663, 126.78263958396616, 502.5828499839815, -2034.542474089657, -2063.384909761444, -2113.3750768326613, -1607.1598667539827, -443.94458439963967, -1766.5123893119778, -636.6794715094829, -1916.5814559377998, -255.21147378377063, -1004.3620159700664, -736.1877694706117, -1221.910721472816, -828.884264719788, 579.0696488893465, -1240.3634967179569, -1086.4652487054736, -1988.7886307720933, -2111.3067086266115, -767.7205334251653, -499.98837007835965, -248.39228052686934, -1663.2325904695226, 526.2316619339432, 397.78604294231485, -1869.0874838775492, -1198.158755542639, -1878.4406134265992, -765.1850694463685, -1095.7401982008655, -2045.3623631699327, -1896.1785895489686, -1920.508791979575, -472.9710517890434, -1360.6713767636277, -2120.824912683436, -1971.3062778411545, -53.486076155488, -1732.21134523574, -381.58056493277286, -1590.7572902815493, -1216.6115988112683, 296.31581846812713, -616.5159624653281, 94.3336634500209, -904.4087667873872, -2022.3198957048132, -988.5171363978203, -716.5345989050471, -548.0029323788171, -1939.0428253283578, -163.85504426682257, -1184.4878617454242, -303.5232192643325, -453.7127590269174, -1916.174186200525, -1209.680630022096, -1762.0111459557565, -1545.781095659401, -980.7086026395848, -1163.495417378928, -650.197948186904, -1570.742143761789, -1276.4982575598535, 603.3198435097862, -1263.4454617845956, -1035.6838358589648, -693.2915796959982, -52.152956665115354, -1433.6666658345637, -757.4112011671455, -1360.7098919911257, -1660.2419970580356, -1375.3048839390478, -2194.8963623423124, -1719.294380746783, -98.61333102806435, -53.13353212471734, 18.836336969529196, -1489.3196731434905, -752.4120945195267, -962.2241057688202, -2116.08884456148, -1513.6628324732676, -969.7983046024148, -64.87152794737747, -1292.9242037507445, -336.6198467322465, 396.43436556949683, 99.18068103439795, -2111.236957098894, -245.10745486005112, 140.56128760596908, -627.4849952758569, -1276.1197112762331, -2035.1758520156898, -1036.468109044254, 42.70072475371154, -1436.0891421262631, -1704.987302877675, 592.6741604796463, -788.0119488518751, -666.4578905221387, -837.235781023971, -1153.4737203765283, -1941.7417458183484, -1680.1965450495434, -1500.34983326098, -719.529921535865, 108.94408252598184, -1383.2227363710858, -1808.027718812078, -101.08954480377331, -1072.8099139084347, -2069.477782016921, -1022.2790419429435, 40.922762464706175, -1114.6963976048548, 378.69613660402655, -1979.3885965564139, 478.47175190434695, -1787.9020782643781, -603.0311222225799, -631.0286172755008, 475.41622139180566, -525.8095980748107, -831.2650214347906, -1270.4665041398364, -954.1845573926244, -1808.0884781544448, -468.6759312512224, -532.9807171846743, -1503.3374012663398, -1928.5244628611085, -2041.2759726243446, -1025.7437444314412, -1530.9995412360126, 422.5506146287663, -1522.7411757212633, -541.6866944984728, -77.95199894850406, 329.2109847412001, -174.30800998550328, -900.0951764463003, -1542.9951105006123, -745.5658371990703, -620.7591044685058, -1649.7721774318197, -1530.9689473791584, -1222.2775312249398, -1976.7080280213602, -1879.868328008831, 184.4900147192875, -170.08973697156102, -2086.8788865628976, -1404.2418920522205, -2087.5479629301853, -1036.528960439186, -2147.350617985247, -273.86155750593923, 20.190757959576082, -2159.634449191911, -43.04556036955195, -539.9926369416859, -1372.871387970796, -383.86149139885146, -46.62448265964128, -1473.5349733574262, -782.1847459354444, -1274.4670297377138, -423.0659111873642, -1135.6194362608296, -423.5498200065305, 77.80129023740355, -903.3105092526874, -816.5462676410335, 112.56442834360317, -961.3328527680169, -1074.9889195816718, -1667.0082789179562, -2052.8265367450053, -2091.823394362465, 399.36841147379573, 470.70469536169213, -1283.0272164956377, -248.40006381630883, -171.858060338752, -1210.5036460318381, -1425.8750275896668, -1611.7072460723623, -1143.4279957207266, -2017.0748693040032, -1744.7987686700674, -649.7578448307539, -1451.5034025558725, -709.3147709117081, -1299.557772571887, -1227.513063678232, -467.9274389505938, 269.8073511633465, 449.8686563902634, -71.2988518040048, 6.842583117924574, -275.26939388714925, -784.8635907134925, -1871.8239279397087, -1527.0557407638637, -14.400078409816441, -628.3896261948082, -1365.6516771461977, 3.3238555984665945, -1529.9855354102206, -690.4565646551332, -1153.5126934775185, -1214.3357816061998, -210.60715126834992, -1465.4980832145636, -750.1862309514818, -1641.8384565186905, -1109.549774506093, -661.4081391445253, -93.70774062411068, -76.60351349267472, -728.1785003611442, -2060.083259371731, -2112.6263294488353, -2022.4264204436731, -331.95846798623813, 452.24847033272084, -1939.0455005180565, -1093.740296694275, -1223.497982201081, -267.0817116225969, 165.64738024310373, -596.5389259654854, -885.3382954965119, -640.3801241742361, -1972.9639503347241, -1429.3971377593841, -796.5446554035756, -1086.64915652309, -1063.243607322456, 42.84715252179688, -225.46587150751355, -1582.824556607406, -412.7108510192128, -1526.0053054068567, -789.4159763896608, -2079.3906745787917, -1725.90824549852, -892.8684687673451, -1476.4172148887133, -1576.1424306109081, -497.01036692987515, 284.90325412540415, -696.5815897772757, 17.17405844696314, 17.393485115089856, 30.871183311929208, -1240.7040498583724, -1894.5284474847372, -1885.2518814535479, -1438.9146720676847, -1929.6193955565952, -43.117531084212985, 210.06963420726356, -1869.4554833234827, -1442.5224502693693, -518.9520354795142, -1410.8046753870487, -746.5261462132671, 103.87102411647446, -1454.2433682693231, -627.0749371819594, 95.17059326151303, -2112.6469185405176, -662.1235415298567, -1069.0764499115464, -1056.35258355448, -1716.3288726468575, -1082.0055445067014, -0.1316900945222297, 396.4441079210414, -2069.531539945082, -1664.1488942314663, -877.2170277462523, -996.0497594869819, -2065.9308893584534, 598.5776418225565, 390.70347837281287, -438.426455313425, -520.2139885750566, -930.5072418175733, -1316.106157198392, -1366.6583800542844, -2014.22482730919, -615.0493988900079, -1936.343166284592, -1992.8431564736134, -2031.8456425396628, -1809.4379418425476, 414.231744560944, 269.7380074774492, 580.2928093048, -1861.9881911482921, 378.71818198942515, -2074.8975195144485, -1362.5502496967683, -1392.7311899933536, -853.5447979428492, -1047.8753802343035, -693.5517101110908, 318.7481520516631, -615.3487330454005, -1405.6728143076898, -1067.0298355529353, -568.972731720542, 470.6905858422139, -2043.3336109690026, -689.287570575781, -1768.432401493365, -2063.723158124188, 447.85940009607475, 138.83271159986447, -1139.1858236392977, -66.9499211055045, -389.36286996159583, -348.64599438897733, -2085.50701775058, -379.90360901189945, -1559.1579268689636, -2060.3043042370696, -1695.0214265424358, 497.87182632489197, -1070.0622973530074, -1006.4892042644584, -1360.6743178167421, -315.96470249073224, -1503.7310992154323, -1441.3928235289575, -753.1282361214138, -654.0760616768604, -1797.009152964127, -1952.2827701952785, -398.8236966628958, -1169.0943803799546, -2073.50574094413, -662.1321553806655, -807.334124691709, 463.3361879830166, -1921.3423412330924, -1076.5247241635257, -1980.7655640219261, -1367.0803354475026, -1084.2042733861656, 534.2254413923522, -1890.514577326081, 312.95005029682716, -1106.6299155703996, -2167.724607747924, -333.36187137398935, -1495.9183835154795, -820.4560249849526, -512.3852366715558, -1729.5680701071376, -1660.4409327804633, -1667.2255638289105, -1944.4383731977305, -490.4938910473471, 305.1278515868503, -275.9311066564581, -321.6441290828849, -580.9809620991582, -252.78219913243646, -2089.1069175746343, 148.21145230991343, -381.9754532697423, -26.660552297350748, -211.54435939252696, -780.2249798087082, -1864.32511123521, -2144.585878869295, 122.50957703210692, 229.11878165357828, -312.19254374606817, -1167.5317331571584, -1590.7387747059913, 194.0323456789542, 285.09658326161565, -1269.11264509149, 468.2910290656924, -651.7475836400098, -1759.6794816722802, 215.86143980067152, -1888.4455270743733, -378.2794361445451, -248.37071116891747, -366.88949418380275, 36.187734285666835, 283.169442704969, -1276.4467577870462, -1082.0202521712863, 198.40032677716206, -585.7615560537163, -656.7053039373753, -1443.2786912072222, -1596.4259209492227, -487.2404410907899, 176.95137875973077, -245.02208667586146, -147.21289551648567, -1882.391207227774, 267.62344655006837, -1404.4478069627587, -876.4900549159227, -1200.4012518790876, -268.59020350772204, -287.5749959363032, -755.7666049236076, -425.76018416543246, -1466.7521963413408, 114.42913233935055, -637.6410728083926, 259.89931273798953, -1438.943318369814, -1556.527703799503, -1306.4469952318057, -929.7062626864993, 535.5557346492917, -1275.3343253441074, 141.8347419925362, -1382.5447481472625, -2089.5535754562216, -1965.3137846967788, -1983.9711256223013, -1092.219248471729, -887.7920305825126, -1520.4438172490077, -573.5387393115371, -579.9915360406693, -1390.4866272910967, -2086.8031744574005, -886.51737279162, -348.77664518991503, 12.891324297188445, -1398.618184062609, -53.88663516791261, -741.3398214827997, -1347.7165265425538, -1797.365870749173, -911.0812824057808, -2094.5389069631483, 414.2092699935655, -2085.674093519015, -885.6791734664752, -1461.684700941797, -2127.3424751925913, -1883.006518892808, 593.2926149823907, 100.20352447657174, -2118.0903003274925, -1442.0311632566966, -308.77369891860053, 583.2418012215996, -2029.152369222108, -19.837934068863184, -959.859580805623, -125.68977821326398, -641.158985109065, 392.20784335735505, -2114.0373338181603, -1695.0396564537725, -1044.6351511735022, -2058.737845984902, 9.453059311007276, -1562.9908295268078, -2054.855519578736, -1745.3429006338224, 147.15402321675052, -2033.2316435541504, -1583.4402704084623, -2064.1775553127677, 344.4546855866162, 394.30675509994916, -2011.6581490552692, -527.6401726742685, -956.4985314382102, -463.7502288770285, -519.6512018176151, -742.3180106642197, -989.1799916916349, -2139.1637624902137, 155.8918795706648, -1660.5177953649447, -1051.0292316855268, -1971.3303349730197, -892.6461205182954, -588.7747972714004, -976.3974812007757, -1504.903115168779, -14.378395775238317, -1999.0242179497927, -192.17361089445797, -590.9920959653947, -291.39509848977565, 318.9841589389233, 87.57796588337922, -1426.4730032324735, -903.2638499603503, 243.22206170890325, -1516.3263064620746, -627.0688582203908, -2156.972048616963, -1554.6434274047774, -184.00220643777885, -1405.746110093782, -1572.527512785566, -1005.5673092640917, 494.1817710009126, 96.89319854566186, -927.7689313275777, -1748.026966076599, -2045.35529221902, -772.0238801411405, -468.3484854245562, -2065.0661440593, -1788.8508527207237, -336.631554520911, -890.8626847633366, -60.962308416667696, -557.6489381983356, 569.6284855005532, -459.9761495444125, -2108.5946998406484, -2061.0014776820044, -632.2950045934042, -98.59314077329296, -1862.8346781368687, -366.9034896102913, -1915.6932927822158, -1202.4693576471632, -423.03482767033034, -1133.428577905492, -1132.1500783761721, 463.3164363670115, -997.91018835845, -2160.2299330986625, -1796.4411384526752, -14.335945993399461, -945.9538725498456, -501.76770223277435, -339.89662985583374, -1010.2536245713196, 229.1881028298147, -1191.2801890121025, -554.8757014294836, 169.48400658900735, -1263.5179637743518, -1956.813652530198, -328.61234149536244, -1816.0317978044238, -446.31156747632997, 423.5422883407233, 141.78421565929256, -1244.5917154547155, -1686.4019579407984, -1921.573609350801, -1664.1252231301137, -1816.1487367715113, -697.8145938470662, -652.0056732580884, -1577.6537465405154, 33.33432435672162, -1516.9521513051084, -1743.9329767259715, -1182.6684155278463, -1970.9239546359743, -1607.1324349278193, -259.54229550041856, 582.6708042134727, -757.0624019515741, 393.3603985133641, -1438.7450378422752, -2022.4388839753822, -1035.0611604175247, -2079.3272783103876, -696.3533094064297, -1871.8121743042977, -1719.5665237565145, -2125.7178996895286, -1737.4991924098592, -1744.8198276683777, -576.5565536358796, -2159.702361066114, -1246.4771898700742, -1313.862358142403, -1091.9352694872232, 524.1943332966159, -1722.7397136326258, -808.7666181866617, -1976.079807245781, -1153.4850899802295, -1210.7410466792774, -909.7550625481612, -1002.303535883907, -228.43153551707445, -1404.4986347177319, -1656.8336994700073, -955.7720317573747, -28.461131424628586, -1735.892371695692, -1690.3349793268023, -1242.3932336134312, -760.8428640461385, -176.67310731020433, -1443.2853387961688, -1585.0185297447313, -1156.7455071056668, -1120.7856988460373, -938.9762175846021, -848.348007805479, -364.22787438276583, -1240.8917733358758, 355.1796021595705, -1976.7714317305745, -121.61931819223898, -1567.22524184113, -2105.8342238387536, -387.6658723220832, -1250.37772124211, -2148.6623873397634, -1751.7108483573238, -1177.191668005449, -741.3557782744607, -1346.637219718152, 256.2326643525248, -1671.500219467106, -1002.5346458098683, -1035.264004566822, -123.46007372770943, -175.437560273193, -1042.7458097077024, -472.3792063668758, 402.69380480094236, -1444.1770247365077, -1400.8408117437043, -1419.4828578001063, -1120.7919037215552, -1366.6061109022191, 162.49482624024168, -233.57346731412656, -1766.8109391434148, -892.418014158039, -2013.4790458546831, -1620.9432915628233, -807.2115546147537, -696.5417442174348, -1295.9230883474115, -1830.5762193245548, -1261.4263801751483, 173.3584609033787, -2019.0889532281924, -1076.477042287817, -2031.8786470221542, 111.53427643894439, -2125.545197458717, -792.9639293514572, 607.3482498234278, -1232.6031201892436, -1251.5994987194958, -836.3701084273946, -279.11833536194865, -1214.3474688208087, -1548.2234274164573, 515.0239323687227, -2124.853041170657, 376.9150291431887, 84.65530084267492, -145.74750808094194, -676.1761166067221, 131.119017727508, 11.592808761268055, -1508.3058619574992, -2088.231240227609, -2057.6408954731273, -1741.6953915812094, -1213.0106632878087, -2040.9370248708035, 574.5160979087528, -1383.4263067647762, -1406.4312963106734, -1910.5911112754525, -1876.17353367175, -1513.6804151098663, 126.78263958396616, 502.5828499839815, -2034.542474089657, -2063.384909761444, -2113.3750768326613, -1607.1598667539827, -443.94458439963967, -1766.5123893119778, -636.6794715094829, -1916.5814559377998, -255.21147378377063, -1004.3620159700664, -736.1877694706117, -1221.910721472816, -828.884264719788, 579.0696488893465, -1240.3634967179569, -1086.4652487054736, -1988.7886307720933, -2111.3067086266115, -767.7205334251653, -499.98837007835965, -248.39228052686934, -1663.2325904695226, 526.2316619339432, 397.78604294231485, -1869.0874838775492, -1198.158755542639, -1878.4406134265992, -765.1850694463685, -1095.7401982008655, -2045.3623631699327, -1896.1785895489686, -1920.508791979575, -472.9710517890434, -1360.6713767636277, -2120.824912683436, -1971.3062778411545, -53.486076155488, -1732.21134523574, -381.58056493277286, -1590.7572902815493, -1216.6115988112683, 296.31581846812713, -616.5159624653281, 94.3336634500209, -904.4087667873872, -2022.3198957048132, -988.5171363978203, -716.5345989050471, -548.0029323788171, -1939.0428253283578, -163.85504426682257, -1184.4878617454242, -303.5232192643325, -453.7127590269174, -1916.174186200525, -1209.680630022096, -1762.0111459557565, -1545.781095659401, -980.7086026395848, -1163.495417378928, -650.197948186904, -1570.742143761789, -1276.4982575598535, 603.3198435097862, -1263.4454617845956, -1035.6838358589648, -693.2915796959982, -52.152956665115354, -1433.6666658345637, -757.4112011671455, -1360.7098919911257, -1660.2419970580356, -1375.3048839390478, -2194.8963623423124, -1719.294380746783, -98.61333102806435, -53.13353212471734, 18.836336969529196, -1489.3196731434905, -752.4120945195267, -962.2241057688202, -2116.08884456148, -1513.6628324732676, -969.7983046024148, -64.87152794737747, -1292.9242037507445, -336.6198467322465, 396.43436556949683, 99.18068103439795, -2111.236957098894, -245.10745486005112, 140.56128760596908, -627.4849952758569, -1276.1197112762331, -2035.1758520156898, -1036.468109044254, 42.70072475371154, -1436.0891421262631, -1704.987302877675, 592.6741604796463, -788.0119488518751, -666.4578905221387, -837.235781023971, -1153.4737203765283, -1941.7417458183484, -1680.1965450495434, -1500.34983326098, -719.529921535865, 108.94408252598184, -1383.2227363710858, -1808.027718812078, -101.08954480377331, -1072.8099139084347, -2069.477782016921, -1022.2790419429435, 40.922762464706175, -1114.6963976048548, 378.69613660402655, -1979.3885965564139, 478.47175190434695, -1787.9020782643781, -603.0311222225799, -631.0286172755008, 475.41622139180566, -525.8095980748107, -831.2650214347906, -1270.4665041398364, -954.1845573926244, -1808.0884781544448, -468.6759312512224, -532.9807171846743, -1503.3374012663398, -1928.5244628611085, -2041.2759726243446, -1025.7437444314412], \"y\": [-56.36644631866416, 2.2298124194532933, 71.29338613609355, -62.47508355317489, -55.61000188026323, -45.03747697202616, -20.994115248808892, -81.64067200014824, 2.8270186409522085, 16.736015600301325, -20.719328812934627, 59.473923949469985, -71.48603987928604, -14.000697981843778, -56.106131459326754, -30.512430855093427, 77.51949191613716, 67.83034441282766, 7.6814449352353735, -67.03267374383418, -75.38521972777433, -62.84911477117296, -53.64200704309892, -54.49462709177018, -43.06067811126833, -56.37217806508155, -47.82873098048304, 35.71743419722418, -26.09138706638728, -6.559599261883628, -66.65030566220342, -53.5932898725154, -14.571576439363257, 44.50321249544453, 23.164521935993402, 75.14930715857005, 6.984136319816123, -88.79978432350518, 84.99064966823542, 28.17000525444469, 4.547342587958049, -33.60758513132322, -74.05940125756673, 65.80902541641849, -30.31386459369258, -67.3761838466206, -47.53379000468633, 106.97573393303335, 86.10675752323255, 67.15812055864544, 21.18343105651513, -42.07522687278629, -48.83346387552057, 46.34704958858221, -29.413026559025248, 51.602279788107275, -19.010391529902815, -23.69005552077477, -29.14094284655487, 54.96523839837188, 86.84792861419692, 29.655033975106665, 8.66862041331885, -13.656800648126877, -10.078063254961386, 18.988245794720193, -69.96489675812037, -69.18776250348866, -50.53898622167866, -7.5479645832063245, 14.31166609909309, 124.7720914322735, 64.85849514989657, 17.816271358335474, -70.70640233935698, -1.4356108708594257, 30.00164065445117, -27.124844841660476, 115.59652916105873, -71.1010783604727, 122.40895141128001, -50.22429223849052, 77.70933137834878, -39.6335545528957, -8.555752547715084, 107.75089322653147, -62.11534062448325, 19.9278039738399, -6.828298821714378, -50.80870663009848, -18.560610801049055, -36.83709442377064, -62.01844418612472, 40.27610731978288, -69.93137976609123, 34.70277471802869, 4.152951483505292, 73.18871386340734, -20.657277302712576, -62.346286733657, -15.767862369187519, 31.160645614035236, 29.812804765915356, -25.701461379041522, -34.736546425771344, 26.10017018011526, -61.291551808008215, 31.797419150957143, 71.72708939525505, -19.11163857348673, -66.673554045114, 28.54537962643476, 44.24785823721996, -83.04978218679527, 31.701597391507423, -35.56715921493201, 9.87179245101448, 7.257624295793013, -68.63507582844055, -36.42588274962517, -36.056668007093826, 61.0573235693092, 61.99122011452535, -6.886456800888306, -46.40722240523557, 24.97615783728896, 27.415222914520694, 12.504890721809437, 88.85817361700535, -23.90121332826392, -17.339947449420748, -54.28138715483015, 81.99570131642265, 17.40263433735405, -11.482670251245981, -16.564466762034638, 56.43789077243242, 18.67073682641773, 35.36685916288306, -57.12420834231249, -26.28474846816843, -55.01324210689331, -69.133782328453, -68.15980168509228, -76.71115983522921, -6.409440546717656, 9.13626289332312, -20.698288343337477, -66.04020086545067, 5.195341308426557, -60.55414798507385, -65.17487545398802, 113.10221587827715, -25.998646559369487, 59.29948698736148, 31.880937604751956, 30.394799039217734, 159.15400157766288, -78.96147966769819, -84.29231368644977, -36.70110168454515, -63.74150522995899, 15.601550901441747, 111.94998648784643, 53.39834654656699, -50.19147973177162, -32.74269754812501, 2.383335122349572, -62.71555720357624, 49.29142422552942, 20.756709773675613, -42.95490386631383, -29.10315309825202, -20.621960669400195, -66.04349658704432, 47.62266071623315, -31.284182029242153, 50.08267913091249, -20.25650966038076, -49.86858596312919, -8.88455811919805, -54.782324814841544, -49.66649217359282, -3.208840607363938, -19.85801890839516, -29.66082083061949, 125.3376222090351, 43.84443320941076, 46.17463320994342, -73.24559881910582, -32.94575790271276, -65.11671961685022, 30.40192538126693, 3.462777840098589, 120.7444532023343, -50.238647520990845, -47.629944698945685, 5.710010248128967, 144.48530667214033, -7.592117406268804, -39.052659475989465, 9.897032830486932, 82.83536624698688, 8.232614541228942, 45.704925746093515, -60.76184061687153, -25.85047989165463, 6.217441496323629, 74.13944546085143, 8.170225732851343, -20.469618176356438, -59.69367186405327, 16.25487446440987, -34.863291614394186, -45.64961050274698, 24.410724893774024, -25.392873801434995, 96.96299889976672, -15.681889339825805, -24.58050507949986, -47.289272414905945, -56.378364213309744, -70.44943844547018, 0.40710246824197766, -6.371349046567664, 34.011233847684295, 123.31847609077289, -52.83888933880733, 13.598438805419638, -42.58192403105003, 90.77613193612585, 48.714972462538014, -30.866012450313352, -25.55866086837209, -23.458627465222, -9.219388980591509, -14.217747516816667, 10.157051536260248, -18.625189165040254, 28.64514441951058, 87.3713924878312, -50.563401097102044, -69.63026616931971, 32.328319700541215, -30.478170352032297, 24.387992888558458, -66.42965476589329, -39.33381481906923, -53.253232566786515, 64.35073096434759, -34.955132215994105, -31.922333276837666, -51.00606401227536, 83.2662393387544, -40.85449983342839, 90.23881952318044, -11.00484509060728, -71.62546978936797, 90.20847485382208, -71.24159820575127, 56.944176714030604, -68.40273318476169, -85.11740457817832, -23.137073276415737, -82.55383926533896, -21.964822546543452, -24.920020250806218, 129.7257604290416, -57.88685615164391, 0.9701528197946839, -5.720682018462042, -23.587934614110985, 114.18995888728578, -45.68608848718477, 15.527002416989, -64.33224913505384, -59.58423823262174, -18.207940500205407, -27.891154864496187, -47.614107732837084, -69.676039765814, -24.83133731433493, 23.188166130734388, 127.96149212781461, 69.08737386338339, -53.35837440276898, 27.21341594225531, 93.86494405023048, -55.61251841705274, 97.93928928198788, -3.5295674760007723, -24.654857292906556, -61.643249976567496, -58.98819157676822, 41.36634297784292, -11.518631987963158, 56.956062009644896, 71.48674243054877, 5.607257270534044, 77.59500777104151, 39.59981014593596, -2.806891972193751, -19.620471534823444, -21.410442534546334, -46.96009709782309, -66.12279349089383, -90.86501042935551, 21.79220366565051, -49.13990687468992, -47.59631111572134, 80.80277908643883, -65.87057126647497, -43.24672665285321, -82.39373721053434, -8.121752578061209, -62.73237118947973, -72.61386409544005, -15.523933287689855, -34.99791505046382, -18.410309496402757, 39.24248454406885, -49.903659740784335, -66.07806555522576, 72.77655435983432, 54.56457462887209, 1.1801588071336035, -55.99572776607883, -35.51431449684701, -19.934417557097976, 64.96133082882169, 33.75444225731796, 43.42224456016048, 151.9418795149373, -49.72284468094088, 2.6783708629414464, -23.05105078954872, 5.034712172672838, -58.84734747008397, 52.59005285743149, 133.19725596023798, 4.160970978507888, 33.54826869518319, 51.79044507485657, -30.00501282002365, 5.208139146762902, -26.391136312736187, 156.9378333182707, -58.34537334386334, -60.20875222186934, 59.80370990399107, 15.01966967817066, -55.08368631612703, -1.5513396946077371, 81.14933021449777, -17.372290736625025, -62.17974079315579, -61.572605725211595, -17.91837012050146, -56.653454612693196, -62.09897516542301, 54.69536167336421, -45.14543468515094, -71.64745734634003, 39.20309238823474, 57.98277092200879, 9.39054435959611, -31.695185596962897, 81.5815416658929, -47.88632311069202, -1.397405412982189, 34.21907153739093, 80.20934061651937, -93.94083128762108, -60.17068239252388, -7.349440803947427, -42.017208483323415, -21.5912756814855, 13.90572812391841, -51.00967328787425, 58.45943294142854, -64.81853588106682, 135.34060289398664, -42.29017834049343, 25.90059239295953, -76.98474263851404, 8.908233129144964, 65.87894924247152, 44.795556336751936, -53.50061452832271, -21.259291361203108, -47.21494854795938, 3.3527781617757277, -9.122289045822987, -56.9091742591711, 2.0497233841315006, 55.66720049739838, 130.84263874902948, -34.97113924983245, 9.640193849695825, -27.166049417257714, -14.469946611578038, -6.960506411295943, -1.814550740115305, -60.04229694467681, -6.6268311416509675, -63.45323376865716, -26.71935754870285, -17.626151147012173, -11.997048792091006, -9.262095479969148, 59.39293874391587, 72.86339924354095, -30.964365945468547, -25.52583565988365, 47.90222653382632, 49.67510108238772, 18.71542811829288, -67.54747226111434, -31.721002096799882, 17.665276151747687, -7.420166793526977, -64.31145304159386, 65.66398207150576, -2.289111549565616, -17.395335696299068, 21.280476775624553, -7.475030787817493, -39.545516769276155, -8.025454166410032, -44.540838203666056, -16.042289664750356, 59.96952579752031, -41.865205078018, 89.84100467869551, -72.39500031486882, 38.27475398869672, -45.66481630546419, -35.49334128773005, -58.49617187268855, -74.37734100522387, -3.1938136763109473, -15.784822646825166, 109.81172886738102, 57.79995626077323, -27.132052381982323, -63.73618889058364, -31.95014969835094, 6.923688719803191, 40.51852207886168, -26.769546596870637, 4.308568392058278, 12.705536670082914, -70.1042765892611, -38.06458571089335, 0.034830121546376734, -71.85873509936933, -53.68942318706305, -24.559956007941892, 17.940345744840727, -18.503019601540192, -18.193706779331055, 72.60427179679927, 74.63543948570545, -60.2185155636965, 125.87842004251814, -69.49745002512078, -31.32455912132684, -3.1733281706157257, -16.691511384070573, -75.30941859976124, -32.22342817741131, -33.616570110413086, -70.80602961595686, -31.690009244210565, 87.68899246023038, -7.049267836999891, 79.04002383687687, -12.360579336994004, -28.303106746713713, 25.055043502888395, 55.514812078570046, 16.081650928554556, -43.207861281233185, -30.864581400085253, 32.21346443001297, 143.76357114387926, 91.5944001281547, -72.48948833632184, -73.15515321562717, -0.46106768189919506, 1.7364811976170555, 25.34850070885081, -28.764320642781037, 90.86636296316362, -67.77096583664695, -44.27126250038429, 38.05580932227296, 46.9402575898029, 39.36873831324242, -28.4847262052908, 22.172301125062123, -48.11502433145455, -28.74849103154205, -5.388275456347404, 22.78781480792567, -82.8524389248561, -73.211042218804, -54.05285843748997, 69.32495177742244, -65.40659872761402, -71.71593945515687, -13.572485078979279, -28.577617163441037, 42.220420370881946, 23.160961495785568, -5.33611013693097, 106.0346126457672, -34.834492759633854, -43.25208634961751, 71.41562104217796, 6.028271068879365, -57.664604936372704, 26.7027630178725, 96.64401212690979, -18.649871102511042, -33.05226233208681, -66.63184518258511, -23.119480007103324, 37.484464872319464, 5.467583660933143, 6.52846111139865, -53.642845578995455, -7.302439353433235, -41.79659308587126, -64.21501800048745, -19.421769677835208, 10.007136898603752, -10.569523385281096, -70.82236331288898, -41.99366453922156, -54.99191886991168, -6.970067209557836, 14.622345651993333, -61.06626192002942, -71.14414263064737, -69.53168236490824, -43.5486554535851, -25.808836226382613, -21.256243271872467, -34.84164182055808, -64.2285164118079, -39.09995936940285, 98.250292166662, 35.06017666126033, 20.19064624249792, -53.25497608374535, -58.74523999216396, -58.26610331745305, -50.615263139007084, -5.815412477720926, 6.327226628193806, 39.65704515529179, -46.87904366332643, 33.31418301682676, -8.365738366974174, 66.0056036317101, -29.437231360288223, 36.45862910716254, -74.33293974897407, -28.564394946323183, -51.54494322230309, -21.69705366667933, -23.270873866451648, -45.125411183334045, -8.557594152554096, 46.6271245593069, -37.753201990043394, -82.4214208511944, -25.099460944784166, 81.81563070969094, -70.5618061588286, -51.37393488626875, -37.66350682499694, -9.839476908005798, -66.86449070619892, 132.14377988579497, -57.841320398635034, -11.721382728703365, -39.8944409044853, 81.03440038684857, 24.236653185972962, 77.20639025244662, 56.622592710860864, 38.18475762305735, -19.47355452397065, 52.70919112120084, 48.106803418031525, -1.4384344796194914, -12.00732764418293, -36.02668109997578, -18.04794378044479, -19.03946822054137, -20.220428046191895, -22.234868018368672, -88.63215371202205, 116.98609218197879, -64.90800464111518, -19.916130747641976, -82.67047612092229, 12.53409626875821, -25.374309288433476, -46.31242915365995, -6.890338474828605, -80.05318573466873, -50.12418290569228, -28.041821077898636, -80.92762290604844, -54.22592781485348, 48.422557338910764, 88.66887315045523, -59.82614747592934, 11.923911468671557, 30.495367654535567, -18.091559128509623, -51.280065583399285, 34.51462924787589, 156.52929747176404, 60.826713041618056, -39.04008747320613, 85.99334710714241, 46.32284633930585, -63.19293110654415, -72.60925138850935, 19.241021588736327, 6.565288643930559, -63.219585407952444, 41.94896734860261, 55.42230515250743, -25.579569015849028, -77.53203495660742, 11.093386167139892, -31.802424152427594, 88.83124671055234, -1.2718652443220193, 66.29490723823153, -1.4674888577705492, -31.541537701039378, -46.86138820468111, -6.121679945498681, 12.291140658899813, -18.703358348929026, 149.6431457223743, 25.846891841973616, -41.49554466276844, 89.22639513894771, -49.56947350526725, 48.5668440738574, -12.15244665262927, 81.017628547563, -61.23173207270749, -8.966140348925807, -69.22008829947615, 76.62329268443838, -17.366141518859962, 67.03256312290496, -39.461429307502925, -53.88248606673257, 16.93666288014913, 36.74348437816571, -41.20900447035411, -83.08401417347322, 74.34361707845108, -30.434004583157225, -17.372783410148465, -53.39198339173686, -4.315670765875609, 29.615691283990415, -74.7696362965234, -19.876212748022468, 40.853863133539235, -62.304301599926944, 73.74123545029718, -16.428361161681625, -14.931476882545828, 11.455243680478095, -33.01168797890131, -50.358552605853525, -62.796855714003605, 24.9558729020573, -68.60074396863679, -74.22470114007271, 14.758384394650825, 123.9422159485932, 39.14549005236417, 62.091034732457004, 88.70282799991807, -10.301908288103732, 58.89314989175064, -2.8941336164186398, 18.080302755889463, -75.66406382734182, -33.1226517829424, -11.495343375498559, 67.0153577435886, 7.822003430377151, 12.456238368512794, -54.6694486986836, 5.51931398691082, -10.322372564739043, -76.96747935164434, 23.527295471031245, -60.505288785361, 47.65646199585862, -18.898062265084818, -14.062734409199356, -58.47285752859301, -12.53866929135908, -63.46125360032678, -69.45416357623766, 7.038942056948742, -39.28031564326579, -35.35188278729635, 73.19251721853327, 6.142027450144705, 118.99093154339326, 45.88358181535183, -46.94450583970555, 45.72936923919107, -41.66969802859098, -11.234459646846444, -34.326061342854636, 46.59344691094986, -57.15067898181664, 16.236983425140668, 9.340937481040898, -75.54105691036428, -40.266804224742756, 4.6601119866355045, 78.01557924643573, 19.383879479924477, 44.183644412428734, 123.10396935568063, -35.24278144918368, -27.444533062811207, -0.36974845614171603, 23.262075826473286, -31.267377990128605, 37.45215353742248, -76.1077993506383, -65.61904394353103, -65.24545234061672, 82.14629548094814, -62.67811559032274, -36.16723463059426, 94.57319735672007, -78.26812078943178, 5.012951564255148, 34.76883499516788, -81.36159337649897, -62.58790438351087, -32.38562760868297, 100.481785040518, 8.357907204881423, -59.49102505044022, -16.94353364898672, -14.640616790051972, 128.23606841276015, 117.64879821011918, -3.1021361664002094, 16.254318931047045, 9.484024796780995, -41.48776297038562, -28.808744207315254, -17.965538869442707, 57.37089499877858, -44.695926110458416, 75.71709359479621, -60.435885548734895, -46.479844183775256, -45.91369163971523, -16.967908173411896, 4.875647208555638, -73.22177086539325, -52.654643251871995, 95.58087279396223, 53.64791970773828, -34.7115538949821, 80.42094355873134, 84.50635406212139, -40.411013448078606, -30.746975446213106, 94.40043740830176, -49.34065192574958, 4.229005694531519, -9.071860283796214, -10.153955241806676, -38.714747089614164, 7.202642582059403, 21.395892247067696, 72.0366655417501, 45.54441684073937, 24.723653091985682, -66.21619757789655, 3.3920145236294865, -3.5697233059361135, -19.65495643807005, -72.53804632473762, -14.387306069035128, -15.59166378217114, -39.96369106300924, -30.15333223222452, 45.26851797920249, -45.833839921273544, -15.788281408733635, 19.005591315530282, 106.69441994545251, -18.185174101366368, -10.21058806157138, 55.62191423919025, 53.65288044488127, -47.62750564624421, -18.672704434207876, -59.0627839768834, -51.170437482203766, -36.84570335123076, -32.619554022110194, -26.801989438468546, 30.27778554459788, -23.00260702929011, -15.473325749354485, 129.84867511662887, 8.952739265414188, 70.25292250594056, -49.25697981936742, 50.8353445122139, 13.15369414061543, -44.38902024903035, -65.48171156966275, -30.97487595079723, 59.96096047007994, 52.48653468512422, -26.810620755974305, 35.934808167932424, 45.694609606571674, 48.6936547934441, 34.137032672700286, 24.105814571845137, 28.587797330645266, -69.65854764810663, 29.03240669423006, -67.32404450732551, 44.002843964933575, 30.565996521122166, -48.63830215887232, -16.118311633290975, -56.16724066133547, -66.35095663111419, -16.841337878558033, -66.69160633694321, -31.92517043349925, -4.800636760594755, -37.77299998935683, -0.5013850226417266, -3.50164426833817, -36.38970417415603, 30.440952737055134, -46.268269017147624, 18.28635969165205, 47.73714243063981, 20.927851048018315, 2.6465326021713245, -61.394312296489574, 37.351795878642534, 6.6358081600606065, 80.38556080360462, -26.849629666545944, -4.712167975753283, -17.67843822515938, -27.85463196734565, -6.229920960865795, 46.32161005684895, -11.338328438591649, -9.407706691643726, -6.690555240354259, -27.304399066535098, -51.82611151990417, 27.7501537460027, -38.867528951937025, 94.15717453557603, 89.98553353617805, 130.6841925813191, -11.483700314265747, 70.61663652935819, -10.386349933326615, -43.462896861829215, -78.77861839695927, -44.010301387282084, -48.181811992631644, 51.75872067767304, 47.784649037630366, 21.786901663013406, 60.24832555484323, 74.87654880322977, -67.52374527256646, -39.21079459262332, 74.08664014130213, -38.336888162972976, -65.55591315214565, 22.32516686025303, -28.197351752323122, 86.42765718464278, 39.64971320751852, -63.944536556836056, -40.25466183947182, -45.833797438205984, 8.78132373301039, -12.126758501046071, -46.57292684099008, 28.191393724622472, -36.89591572444385, 92.7339916925997, -62.56422156311192, -43.776227907902765, 24.98019994711537, 10.30331425847891, -60.659538455838394, -20.19906032330189, 10.088999446117484, 2.618295758738446, -18.524338866358217, -61.88383754443378, -45.62227146349625, -36.37200330632803, 4.714503099054128, 23.754286461732036, 63.48963088832151, -69.79465512444527, -12.561307187714625, 42.825293794905576, -43.87312243439929, 106.39925152810349, 26.02610559294889, 36.89001031155476, -39.73580280933268, -13.352664143885427, -60.17116033835091, 54.45581346831059, 50.081459099345956, 3.974737755506396, 47.54781075277517, -13.981390139247338, 20.213058301911566, -6.434377061227104, -27.988852639187968, -25.178254371110345, 11.508630171381967, -1.3479708471958547, -48.60624434646503, -46.88240826892544, 103.79594196703806, -18.398282972300635, 74.95278348828138, 15.389970791114584, -70.47675444910425, -22.277383369464964, 13.225396589608893, 99.31828731771499, 6.2622236410861385, -24.34370130243957, 47.747020506911156, -83.80954412315597, -50.272248111589306, 43.30401768266903, -29.124829761226405, 17.93825317073432, 96.37094521663694, -66.81303070067695, -66.07535033395857, -47.25079420734448, -3.8715059260305402, -24.60659553896453, -28.45481566718093, 16.381455652338584, 0.9054071782943647, 6.76375954527794, -31.570699357117068, -44.17394796780718, 58.43739095866771, -21.288729120479296, -86.67227686429675, -37.33754913511224, -74.71315632938452, -32.200189701954706, -74.34696117576115, 45.364315770104085, -50.524272036728824, -68.87702081848518, -52.145660381907284, -28.819572826749866, 43.31827456227969, 2.7146127232254122, 4.615116677894362, -28.93740489334188, -49.95585865696994, -63.527602201156334, -63.977381752287975, -29.82376283944639, -62.8869002531322, 127.57316067603992, -65.97200520086398, -56.1198495042173, 5.538493976371717, 49.4756182415838, -1.7338004598101417, -18.47993362976102, 16.482186765523227, 93.78887195722666, -55.947105029435264, 61.54937100322205, 107.85344469014386, 5.818345927373809, -29.747899105064427, -65.05508138742147, 36.53707871517341, -23.485480141318902, 101.85666560029941, -55.383590559578074, -41.82981762800572, -12.87533171584368, 33.799739511762965, 51.40046548341088, 18.299296073061157, 151.60812970790735, 79.24794607049733, -32.735682393609636, 4.302483219418836, 43.2232746288607, -5.964765751507736, -50.53745480171957, -51.5211304538777, 3.571217805273015, 21.297703856031784, -68.43791269256279, 48.07107501957344, -9.220138087635489, 106.47794232765355, 4.2531086896798165, 80.4085356146402, 136.68350875252276, 35.90230477395157, 0.2791417353312543, -49.74969150111386, -14.572340534718732, 12.664255457161259, -23.816298666993237, 12.606393767230248, -68.38212620969333, -36.13034698448225, 88.4984422216935, 26.368483604435752, -48.44172550095402, -6.939687275287684, -1.9189591870638958, 39.6542991495411, -73.36071131992571, 28.915428269990414, 30.355182178927848, -40.064878867541886, 33.20901138454661, -32.358245852764014, -20.143951797927098, -45.35012349048348, -51.61288410253018, -77.0119765375964, 54.401327380564304, -44.686855797291855, -58.575049219548255, 20.92365979051896, -59.19613193388249, 25.45000990725119, 75.97835236386317, 69.85323965482243, 48.997811973637184, -57.00612625422548, 116.55207844234332, -36.36616910314666, -55.18053054941725, 57.63378716805662, -26.243076843436736, 7.3514994851905895, 20.771470622984474, 63.70121122638307, 135.70353312058438, 89.12176530490375, -4.107056356124325, 28.001895653693513, 69.82776005672493, -64.27331093017021, -74.11829469812542, 45.148967348705604, -12.242634345919043, -70.84758875911321, -47.10852655237949, 13.909778063210217, -36.55779276434848, 73.14853848819966, -73.46376541375393, 98.4822607645784, -67.0725210998622, -25.506509194008316, -47.183773253923604, -15.867072490957801, 124.4636340689352, 37.343934771635936, -28.595806740059203, 27.83537660118898, 53.24868386430487, -22.30855911201163, 113.73042142751238, -43.80997488065314, -41.57096382006226, -41.355176617526276, 24.17559984159765, -59.11510780368763, -22.182613549472016, -53.82401158403845, -1.5844193562439286, -42.8510927439775, -68.84846271559844, -7.606209677497766, 54.16118536081922, -58.258085859767206, 30.66095427253375, 36.861273884309156, 2.218690620384882, -55.8373233659485, -69.1408858581214, 53.32747154147508, -54.93199588572242, -64.25724171635729, -85.70635092220029, 2.9753643802011402, -60.075383866972984, 6.953042842357259, -55.29019377560309, -49.753338423184225, -55.903983327032805, -13.41140189177233, -68.3070858037354, -49.99002305679545, 3.5281942708662646, -52.88782204233561, 26.646883358808193, 85.92166519945653, 6.899361009268556, 28.15765892051954, 56.93774815282424, -16.015708159261752, 76.4865353093891, 64.27214051552022, -59.40212005346943, -60.95367740276366, -60.33834446081432, -19.429605821771926, -60.181168195060806, -50.06707864315414, 70.98860617444633, -16.682019435935995, -53.84396576544435, -55.32239238282975, -41.24545587097244, 153.20308520307813, 96.87197215388154, -61.25177990328219, 96.95032853704153, 2.5924419754652894, -91.16196728102972, -59.24010482531244, -24.73874341911307, 62.08426625303404, 76.83490462760565, 142.7415903009751, -66.26803502155481, 49.032371662975315, -42.46520945689336, 90.96715112318485, -66.95372108007103, -29.744148380157686, -58.69545491054496, -58.74936410308498, 37.26540113970871, 71.9501000726429, 7.232851100608943, 25.711166163029976, 47.51510812262648, 152.23804211881853, -46.605101743939294, 56.171215725999595, 31.126424034003936, 32.7948154797996, 81.53112039369218, -10.519787931397662, 55.519620966166464, -81.00471679593262, 61.027675683983055, 32.28688278667151, -2.2767531700274484, -57.36736172882152, 55.10523924623358, 50.43022360755497, -39.10814910396296, 118.04546429614747, -84.34103540603525, -5.889607014262111, -4.557687346011957, -46.05665994561798, -75.57339421839627, -11.718624271678252, -58.753909362202336, 32.7957883976849, -26.627766512905307, 45.15216312491629, -61.238220157753915, -29.182692175977962, 116.35951020404319, -59.887491662809104, 32.888935065674374, -24.90319796615829, -57.98787202457182, -53.29587976575641, -64.30408078428617, 15.20619664930375, -55.96481701414598, -41.46473786663692, 1.33254415475214, 115.83008189746458, 12.136312698813315, -49.884939601944644, -26.512472920154014, 8.221110501505377, -8.459884577905592, -24.23737076401992, -62.51964997709869, 52.87887779571593, -53.486037232187485, 17.005626763240215, 13.388485714680103, 36.44573696629879, -55.01076506845517, 9.71176405970064, -6.409779316175203, 1.6472281014226635, 81.64963898122353, 71.60260998667518, 45.16516760813442, 74.59964014192896, -6.996348941352066, -73.93225472629223, -49.59258924333193, -4.553616048038893, -70.76317964082914, -56.18985564949923, 5.473975746189294, -68.47122458346942, 69.24357897136667, -14.613172196014636, 58.447313341505094, 1.0711229216135414, -40.534087612880356, 20.866146198162802, -69.60403979723809, 16.63624702658323, -46.79693840414113, -28.443753437196154, 5.290719452061232, 61.290144306477046, -32.19821722256075, 84.94261586654562, 9.74553029652446, 15.395987787104978, 22.446055804241478, 82.56534249041896, -41.42382113146254, 23.445444059540723, 24.21471163963986, -84.693520591275, 11.644750818666196, 5.427311197460965, 83.01378489264212, 43.38110512327107, 15.403697178114598, 79.19781777227011, -64.36505294403604, 14.227705212743261, 36.24693266755404, -7.332621722234999, -6.552916779514698, -69.75240646717288, -23.236098476073447, -33.70969913364871, -65.17861633334023, 15.176966679539055, 31.727789660484103, -36.60015429072503, -62.61873184091945, -58.231979221978385, -49.36734895035399, 8.556272595537767, -28.12079024801983, -19.408776335659066, -38.06356083557346, 65.97079668654573, 107.87759951783957, 56.436514208656, -25.478191946482276, 8.446480365327869, 45.928601166960185, 35.23821307893651, 143.0569180123024, 12.248476458540896, -4.6556458437087, 56.49069590129481, -42.1785475792819, -54.501750758031264, 62.54506385620072, -79.63653381874308, 96.1940631841804, -6.1796799775516, 111.23262458254598, -52.79399542646767, 35.527807222087965, -65.48080051109648, -1.469981927476029, 129.86472868560634, 27.002235231410314, -52.9174288026508, 121.14832289039524, -3.9254814342947806, -60.616116023696534, -64.38257098450212, -55.84024481712718, -18.52697025207321, 97.76069449486377, -19.80063451673501, -17.65440342473204, -71.03845232036039, -21.454299699207372, -23.36307883125873, 18.746516414795874, 69.87665062138987, 59.6193472378255, 55.535210049626286, -74.16060252819199, -10.375880669936612, -49.45501839242565, 3.0569545161441525, -35.97961048456884, -28.566690955463358, 70.87870407841761, -34.40286083631595, -34.56012648212719, 98.19629915138009, -39.21913243911228, -22.879313113820704, 85.67697930450979, 155.71760948635009, -27.543566373065854, -4.424094723132304, 12.57222440263003, 29.74306677443209, 97.64974902702937, 44.25368145684975, -27.392744644390227, 133.42137902451964, -9.487698171409589, -39.714223053356825, -61.28968936341181, 37.27600038231448, -20.297928562176978, -56.92470756208361, -45.32245504003455, 2.259512895007895, 19.374953811764712, -53.88454276832539, -5.839131048695268, 27.109362495261756, -43.45270382702577, -50.77403688354655, -43.267997503860975, -13.005672502476635, -30.321723755777636, 114.2414063849149, 28.993545437071937, 44.33872011495305, -85.0437280160614, 2.8684162853097095, 43.91394043822583, -37.29063187477392, -72.60824843775755, -24.350527037112872, -2.246662656237271, -67.32926396733366, 5.51931398691082, -10.322372564739043, -76.96747935164434, 23.527295471031245, -60.505288785361, 47.65646199585862, -18.898062265084818, -14.062734409199356, -58.47285752859301, -12.53866929135908, -63.46125360032678, -69.45416357623766, 7.038942056948742, -39.28031564326579, -35.35188278729635, 73.19251721853327, 6.142027450144705, 118.99093154339326, 45.88358181535183, -46.94450583970555, 45.72936923919107, -41.66969802859098, -11.234459646846444, -34.326061342854636, 46.59344691094986, -57.15067898181664, 16.236983425140668, 9.340937481040898, -75.54105691036428, -40.266804224742756, 4.6601119866355045, 78.01557924643573, 19.383879479924477, 44.183644412428734, 123.10396935568063, -35.24278144918368, -27.444533062811207, -0.36974845614171603, 23.262075826473286, -31.267377990128605, 37.45215353742248, -76.1077993506383, -65.61904394353103, -65.24545234061672, 82.14629548094814, -62.67811559032274, -36.16723463059426, 94.57319735672007, -78.26812078943178, 5.012951564255148, 34.76883499516788, -81.36159337649897, -62.58790438351087, -32.38562760868297, 100.481785040518, 8.357907204881423, -59.49102505044022, -16.94353364898672, -14.640616790051972, 128.23606841276015, 117.64879821011918, -3.1021361664002094, 16.254318931047045, 9.484024796780995, -41.48776297038562, -28.808744207315254, -17.965538869442707, 57.37089499877858, -44.695926110458416, 75.71709359479621, -60.435885548734895, -46.479844183775256, -45.91369163971523, -16.967908173411896, 4.875647208555638, -73.22177086539325, -52.654643251871995, 95.58087279396223, 53.64791970773828, -34.7115538949821, 80.42094355873134, 84.50635406212139, -40.411013448078606, -30.746975446213106, 94.40043740830176, -49.34065192574958, 4.229005694531519, -9.071860283796214, -10.153955241806676, -38.714747089614164, 7.202642582059403, 21.395892247067696, 72.0366655417501, 45.54441684073937, 24.723653091985682, -66.21619757789655, 3.3920145236294865, -3.5697233059361135, -19.65495643807005, -72.53804632473762, -14.387306069035128, -15.59166378217114, -39.96369106300924, -30.15333223222452, 45.26851797920249, -45.833839921273544, -15.788281408733635, 19.005591315530282, 106.69441994545251, -18.185174101366368, -10.21058806157138, 55.62191423919025, 53.65288044488127, -47.62750564624421, -18.672704434207876, -59.0627839768834, -51.170437482203766, -36.84570335123076, -32.619554022110194, -26.801989438468546, 30.27778554459788, -23.00260702929011, -15.473325749354485, 129.84867511662887, 8.952739265414188, 70.25292250594056, -49.25697981936742, 50.8353445122139, 13.15369414061543, -44.38902024903035, -65.48171156966275, -30.97487595079723, 59.96096047007994, 52.48653468512422, -26.810620755974305, 35.934808167932424, 45.694609606571674, 48.6936547934441, 34.137032672700286, 24.105814571845137, 28.587797330645266, -69.65854764810663, 29.03240669423006, -67.32404450732551, 44.002843964933575, 30.565996521122166, -48.63830215887232, -16.118311633290975, -56.16724066133547, -66.35095663111419, -16.841337878558033, -66.69160633694321, -31.92517043349925, -4.800636760594755, -37.77299998935683, -0.5013850226417266, -3.50164426833817, -36.38970417415603, 30.440952737055134, -46.268269017147624, 18.28635969165205, 47.73714243063981, 20.927851048018315, 2.6465326021713245, -61.394312296489574, 37.351795878642534, 6.6358081600606065, 80.38556080360462, -26.849629666545944, -4.712167975753283, -17.67843822515938, -27.85463196734565, -6.229920960865795, 46.32161005684895, -11.338328438591649, -9.407706691643726, -6.690555240354259, -27.304399066535098, -51.82611151990417, 27.7501537460027, -38.867528951937025, 94.15717453557603, 89.98553353617805, 130.6841925813191, -11.483700314265747, 70.61663652935819, -10.386349933326615, -43.462896861829215, -78.77861839695927, -44.010301387282084, -48.181811992631644, 51.75872067767304, 47.784649037630366, 21.786901663013406, 60.24832555484323, 74.87654880322977, -67.52374527256646, -39.21079459262332, 74.08664014130213, -38.336888162972976, -65.55591315214565, 22.32516686025303, -28.197351752323122, 86.42765718464278, 39.64971320751852, -63.944536556836056, -40.25466183947182, -45.833797438205984, 8.78132373301039, -12.126758501046071, -46.57292684099008, 28.191393724622472, -36.89591572444385, 92.7339916925997, -62.56422156311192, -43.776227907902765, 24.98019994711537, 10.30331425847891, -60.659538455838394, -20.19906032330189, 10.088999446117484, 2.618295758738446, -18.524338866358217, -61.88383754443378, -45.62227146349625, -36.37200330632803, 4.714503099054128, 23.754286461732036, 63.48963088832151, -69.79465512444527, -12.561307187714625, 42.825293794905576, -43.87312243439929, 106.39925152810349, 26.02610559294889, 36.89001031155476, -39.73580280933268, -13.352664143885427, -60.17116033835091, 54.45581346831059, 50.081459099345956, 3.974737755506396, 47.54781075277517, -13.981390139247338, 20.213058301911566, -6.434377061227104, -27.988852639187968, -25.178254371110345, 11.508630171381967, -1.3479708471958547, -48.60624434646503, -46.88240826892544, 103.79594196703806, -18.398282972300635, 74.95278348828138, 15.389970791114584, -70.47675444910425, -22.277383369464964, 13.225396589608893, 99.31828731771499, 6.2622236410861385, -24.34370130243957, 47.747020506911156, -83.80954412315597, -50.272248111589306, 43.30401768266903, -29.124829761226405, 17.93825317073432, 96.37094521663694, -66.81303070067695, -66.07535033395857, -47.25079420734448, -3.8715059260305402, -24.60659553896453, -28.45481566718093, 16.381455652338584, 0.9054071782943647, 6.76375954527794, -31.570699357117068, -44.17394796780718, 58.43739095866771, -21.288729120479296, -86.67227686429675, -37.33754913511224, -74.71315632938452, -32.200189701954706, -74.34696117576115, 45.364315770104085, -50.524272036728824, -68.87702081848518, -52.145660381907284, -28.819572826749866, 43.31827456227969, 2.7146127232254122, 4.615116677894362, -28.93740489334188, -49.95585865696994, -63.527602201156334, -63.977381752287975, -29.82376283944639, -62.8869002531322, 127.57316067603992, -65.97200520086398, -56.1198495042173, 5.538493976371717, 49.4756182415838, -1.7338004598101417, -18.47993362976102, 16.482186765523227, 93.78887195722666, -55.947105029435264, 61.54937100322205, 107.85344469014386, 5.818345927373809, -29.747899105064427, -65.05508138742147, 36.53707871517341, -23.485480141318902, 101.85666560029941, -55.383590559578074, -41.82981762800572, -12.87533171584368, 33.799739511762965, 51.40046548341088, 18.299296073061157, 151.60812970790735, 79.24794607049733, -32.735682393609636, 4.302483219418836, 43.2232746288607, -5.964765751507736, -50.53745480171957, -51.5211304538777, 3.571217805273015, 21.297703856031784, -68.43791269256279, 48.07107501957344, -9.220138087635489, 106.47794232765355, 4.2531086896798165, 80.4085356146402, 136.68350875252276, 35.90230477395157, 0.2791417353312543, -49.74969150111386, -14.572340534718732, 12.664255457161259, -23.816298666993237, 12.606393767230248, -68.38212620969333, -36.13034698448225, 88.4984422216935, 26.368483604435752, -48.44172550095402, -6.939687275287684, -1.9189591870638958, 39.6542991495411, -73.36071131992571, 28.915428269990414, 30.355182178927848, -40.064878867541886, 33.20901138454661, -32.358245852764014, -20.143951797927098, -45.35012349048348, -51.61288410253018, -77.0119765375964, 54.401327380564304, -44.686855797291855, -58.575049219548255, 20.92365979051896, -59.19613193388249, 25.45000990725119, 75.97835236386317, 69.85323965482243, 48.997811973637184, -57.00612625422548, 116.55207844234332, -36.36616910314666, -55.18053054941725, 57.63378716805662, -26.243076843436736, 7.3514994851905895, 20.771470622984474, 63.70121122638307, 135.70353312058438, 89.12176530490375, -4.107056356124325, 28.001895653693513, 69.82776005672493, -64.27331093017021, -74.11829469812542, 45.148967348705604, -12.242634345919043, -70.84758875911321, -47.10852655237949, 13.909778063210217, -36.55779276434848, 73.14853848819966, -73.46376541375393, 98.4822607645784, -67.0725210998622, -25.506509194008316, -47.183773253923604, -15.867072490957801, 124.4636340689352, 37.343934771635936, -28.595806740059203, 27.83537660118898, 53.24868386430487, -22.30855911201163, 113.73042142751238, -43.80997488065314, -41.57096382006226, -41.355176617526276, 24.17559984159765, -59.11510780368763, -22.182613549472016, -53.82401158403845, -1.5844193562439286, -42.8510927439775, -68.84846271559844, -7.606209677497766, 54.16118536081922, -58.258085859767206, 30.66095427253375, 36.861273884309156, 2.218690620384882, -55.8373233659485, -69.1408858581214, 53.32747154147508, -54.93199588572242, -64.25724171635729, -85.70635092220029, 2.9753643802011402, -60.075383866972984, 6.953042842357259, -55.29019377560309, -49.753338423184225, -55.903983327032805, -13.41140189177233, -68.3070858037354, -49.99002305679545, 3.5281942708662646, -52.88782204233561, 26.646883358808193, 85.92166519945653, 6.899361009268556, 28.15765892051954, 56.93774815282424, -16.015708159261752, 76.4865353093891, 64.27214051552022, -59.40212005346943, -60.95367740276366, -60.33834446081432, -19.429605821771926, -60.181168195060806, -50.06707864315414, 70.98860617444633, -16.682019435935995, -53.84396576544435, -55.32239238282975, -41.24545587097244, 153.20308520307813, 96.87197215388154, -61.25177990328219, 96.95032853704153, 2.5924419754652894, -91.16196728102972, -59.24010482531244, -24.73874341911307, 62.08426625303404, 76.83490462760565, 142.7415903009751, -66.26803502155481, 49.032371662975315, -42.46520945689336, 90.96715112318485, -66.95372108007103, -29.744148380157686, -58.69545491054496, -58.74936410308498, 37.26540113970871, 71.9501000726429, 7.232851100608943, 25.711166163029976, 47.51510812262648, 152.23804211881853, -46.605101743939294, 56.171215725999595, 31.126424034003936, 32.7948154797996, 81.53112039369218, -10.519787931397662, 55.519620966166464, -81.00471679593262, 61.027675683983055, 32.28688278667151, -2.2767531700274484, -57.36736172882152, 55.10523924623358, 50.43022360755497, -39.10814910396296, 118.04546429614747, -84.34103540603525, -5.889607014262111, -4.557687346011957, -46.05665994561798, -75.57339421839627, -11.718624271678252, -58.753909362202336, 32.7957883976849, -26.627766512905307, 45.15216312491629, -61.238220157753915, -29.182692175977962, 116.35951020404319, -59.887491662809104, 32.888935065674374, -24.90319796615829, -57.98787202457182, -53.29587976575641, -64.30408078428617, 15.20619664930375, -55.96481701414598, -41.46473786663692, 1.33254415475214, 115.83008189746458, 12.136312698813315, -49.884939601944644, -26.512472920154014, 8.221110501505377, -8.459884577905592, -24.23737076401992, -62.51964997709869, 52.87887779571593, -53.486037232187485, 17.005626763240215, 13.388485714680103, 36.44573696629879, -55.01076506845517, 9.71176405970064, -6.409779316175203, 1.6472281014226635, 81.64963898122353, 71.60260998667518, 45.16516760813442, 74.59964014192896, -6.996348941352066, -73.93225472629223, -49.59258924333193, -4.553616048038893, -70.76317964082914, -56.18985564949923, 5.473975746189294, -68.47122458346942, 69.24357897136667, -14.613172196014636, 58.447313341505094, 1.0711229216135414, -40.534087612880356, 20.866146198162802, -69.60403979723809, 16.63624702658323, -46.79693840414113, -28.443753437196154, 5.290719452061232, 61.290144306477046, -32.19821722256075, 84.94261586654562, 9.74553029652446, 15.395987787104978, 22.446055804241478, 82.56534249041896, -41.42382113146254, 23.445444059540723, 24.21471163963986, -84.693520591275, 11.644750818666196, 5.427311197460965, 83.01378489264212, 43.38110512327107, 15.403697178114598, 79.19781777227011, -64.36505294403604, 14.227705212743261, 36.24693266755404, -7.332621722234999, -6.552916779514698, -69.75240646717288, -23.236098476073447, -33.70969913364871, -65.17861633334023, 15.176966679539055, 31.727789660484103, -36.60015429072503, -62.61873184091945, -58.231979221978385, -49.36734895035399, 8.556272595537767, -28.12079024801983, -19.408776335659066, -38.06356083557346, 65.97079668654573, 107.87759951783957, 56.436514208656, -25.478191946482276, 8.446480365327869, 45.928601166960185, 35.23821307893651, 143.0569180123024, 12.248476458540896, -4.6556458437087, 56.49069590129481, -42.1785475792819, -54.501750758031264, 62.54506385620072, -79.63653381874308, 96.1940631841804, -6.1796799775516, 111.23262458254598, -52.79399542646767, 35.527807222087965, -65.48080051109648, -1.469981927476029, 129.86472868560634, 27.002235231410314, -52.9174288026508, 121.14832289039524, -3.9254814342947806, -60.616116023696534, -64.38257098450212, -55.84024481712718, -18.52697025207321, 97.76069449486377, -19.80063451673501, -17.65440342473204, -71.03845232036039, -21.454299699207372, -23.36307883125873, 18.746516414795874, 69.87665062138987, 59.6193472378255, 55.535210049626286, -74.16060252819199, -10.375880669936612, -49.45501839242565, 3.0569545161441525, -35.97961048456884, -28.566690955463358, 70.87870407841761, -34.40286083631595, -34.56012648212719, 98.19629915138009, -39.21913243911228, -22.879313113820704, 85.67697930450979, 155.71760948635009, -27.543566373065854, -4.424094723132304, 12.57222440263003, 29.74306677443209, 97.64974902702937, 44.25368145684975, -27.392744644390227, 133.42137902451964, -9.487698171409589, -39.714223053356825, -61.28968936341181, 37.27600038231448, -20.297928562176978, -56.92470756208361, -45.32245504003455, 2.259512895007895, 19.374953811764712, -53.88454276832539, -5.839131048695268, 27.109362495261756, -43.45270382702577, -50.77403688354655, -43.267997503860975, -13.005672502476635, -30.321723755777636, 114.2414063849149, 28.993545437071937, 44.33872011495305, -85.0437280160614, 2.8684162853097095, 43.91394043822583, -37.29063187477392, -72.60824843775755, -24.350527037112872, -2.246662656237271, -67.32926396733366, 5.51931398691082, -10.322372564739043, -76.96747935164434, 23.527295471031245, -60.505288785361, 47.65646199585862, -18.898062265084818, -14.062734409199356, -58.47285752859301, -12.53866929135908, -63.46125360032678, -69.45416357623766, 7.038942056948742, -39.28031564326579, -35.35188278729635, 73.19251721853327, 6.142027450144705, 118.99093154339326, 45.88358181535183, -46.94450583970555, 45.72936923919107, -41.66969802859098, -11.234459646846444, -34.326061342854636, 46.59344691094986, -57.15067898181664, 16.236983425140668, 9.340937481040898, -75.54105691036428, -40.266804224742756, 4.6601119866355045, 78.01557924643573, 19.383879479924477, 44.183644412428734, 123.10396935568063, -35.24278144918368, -27.444533062811207, -0.36974845614171603, 23.262075826473286, -31.267377990128605, 37.45215353742248, -76.1077993506383, -65.61904394353103, -65.24545234061672, 82.14629548094814, -62.67811559032274, -36.16723463059426, 94.57319735672007, -78.26812078943178, 5.012951564255148, 34.76883499516788, -81.36159337649897, -62.58790438351087, -32.38562760868297, 100.481785040518, 8.357907204881423, -59.49102505044022, -16.94353364898672, -14.640616790051972, 128.23606841276015, 117.64879821011918, -3.1021361664002094, 16.254318931047045, 9.484024796780995, -41.48776297038562, -28.808744207315254, -17.965538869442707, 57.37089499877858, -44.695926110458416, 75.71709359479621, -60.435885548734895, -46.479844183775256, -45.91369163971523, -16.967908173411896, 4.875647208555638, -73.22177086539325, -52.654643251871995, 95.58087279396223, 53.64791970773828, -34.7115538949821, 80.42094355873134, 84.50635406212139, -40.411013448078606, -30.746975446213106, 94.40043740830176, -49.34065192574958, 4.229005694531519, -9.071860283796214, -10.153955241806676, -38.714747089614164, 7.202642582059403, 21.395892247067696, 72.0366655417501, 45.54441684073937, 24.723653091985682, -66.21619757789655, 3.3920145236294865, -3.5697233059361135, -19.65495643807005, -72.53804632473762, -14.387306069035128, -15.59166378217114, -39.96369106300924, -30.15333223222452, 45.26851797920249, -45.833839921273544, -15.788281408733635, 19.005591315530282, 106.69441994545251, -18.185174101366368, -10.21058806157138, 55.62191423919025, 53.65288044488127, -47.62750564624421, -18.672704434207876, -59.0627839768834, -51.170437482203766, -36.84570335123076, -32.619554022110194, -26.801989438468546, 30.27778554459788, -23.00260702929011, -15.473325749354485, 129.84867511662887, 8.952739265414188, 70.25292250594056, -49.25697981936742, 50.8353445122139, 13.15369414061543, -44.38902024903035, -65.48171156966275, -30.97487595079723, 59.96096047007994, 52.48653468512422, -26.810620755974305, 35.934808167932424, 45.694609606571674, 48.6936547934441, 34.137032672700286, 24.105814571845137, 28.587797330645266, -69.65854764810663, 29.03240669423006, -67.32404450732551, 44.002843964933575, 30.565996521122166, -48.63830215887232, -16.118311633290975, -56.16724066133547, -66.35095663111419, -16.841337878558033, -66.69160633694321, -31.92517043349925, -4.800636760594755, -37.77299998935683, -0.5013850226417266, -3.50164426833817, -36.38970417415603, 30.440952737055134, -46.268269017147624, 18.28635969165205, 47.73714243063981, 20.927851048018315, 2.6465326021713245, -61.394312296489574, 37.351795878642534, 6.6358081600606065, 80.38556080360462, -26.849629666545944, -4.712167975753283, -17.67843822515938, -27.85463196734565, -6.229920960865795, 46.32161005684895, -11.338328438591649, -9.407706691643726, -6.690555240354259, -27.304399066535098, -51.82611151990417, 27.7501537460027, -38.867528951937025, 94.15717453557603, 89.98553353617805, 130.6841925813191, -11.483700314265747, 70.61663652935819, -10.386349933326615, -43.462896861829215, -78.77861839695927, -44.010301387282084, -48.181811992631644, 51.75872067767304, 47.784649037630366, 21.786901663013406, 60.24832555484323, 74.87654880322977, -67.52374527256646, -39.21079459262332, 74.08664014130213, -38.336888162972976, -65.55591315214565, 22.32516686025303, -28.197351752323122, 86.42765718464278, 39.64971320751852, -63.944536556836056, -40.25466183947182, -45.833797438205984, 8.78132373301039, -12.126758501046071, -46.57292684099008, 28.191393724622472, -36.89591572444385, 92.7339916925997, -62.56422156311192, -43.776227907902765, 24.98019994711537, 10.30331425847891, -60.659538455838394, -20.19906032330189, 10.088999446117484, 2.618295758738446, -18.524338866358217, -61.88383754443378, -45.62227146349625, -36.37200330632803, 4.714503099054128, 23.754286461732036, 63.48963088832151, -69.79465512444527, -12.561307187714625, 42.825293794905576, -43.87312243439929, 106.39925152810349, 26.02610559294889, 36.89001031155476, -39.73580280933268, -13.352664143885427, -60.17116033835091, 54.45581346831059, 50.081459099345956, 3.974737755506396, 47.54781075277517, -13.981390139247338, 20.213058301911566, -6.434377061227104, -27.988852639187968, -25.178254371110345, 11.508630171381967, -1.3479708471958547, -48.60624434646503, -46.88240826892544, 103.79594196703806, -18.398282972300635, 74.95278348828138, 15.389970791114584, -70.47675444910425, -22.277383369464964, 13.225396589608893, 99.31828731771499, 6.2622236410861385, -24.34370130243957, 47.747020506911156, -83.80954412315597, -50.272248111589306, 43.30401768266903, -29.124829761226405, 17.93825317073432, 96.37094521663694, -66.81303070067695, -66.07535033395857, -47.25079420734448, -3.8715059260305402, -24.60659553896453, -28.45481566718093, 16.381455652338584, 0.9054071782943647, 6.76375954527794, -31.570699357117068, -44.17394796780718, 58.43739095866771, -21.288729120479296, -86.67227686429675, -37.33754913511224, -74.71315632938452, -32.200189701954706, -74.34696117576115, 45.364315770104085, -50.524272036728824, -68.87702081848518, -52.145660381907284, -28.819572826749866, 43.31827456227969, 2.7146127232254122, 4.615116677894362, -28.93740489334188, -49.95585865696994, -63.527602201156334, -63.977381752287975, -29.82376283944639, -62.8869002531322, 127.57316067603992, -65.97200520086398, -56.1198495042173, 5.538493976371717, 49.4756182415838, -1.7338004598101417, -18.47993362976102, 16.482186765523227, 93.78887195722666, -55.947105029435264, 61.54937100322205, 107.85344469014386, 5.818345927373809, -29.747899105064427, -65.05508138742147, 36.53707871517341, -23.485480141318902, 101.85666560029941, -55.383590559578074, -41.82981762800572, -12.87533171584368, 33.799739511762965, 51.40046548341088, 18.299296073061157, 151.60812970790735, 79.24794607049733, -32.735682393609636, 4.302483219418836, 43.2232746288607, -5.964765751507736, -50.53745480171957, -51.5211304538777, 3.571217805273015, 21.297703856031784, -68.43791269256279, 48.07107501957344, -9.220138087635489, 106.47794232765355, 4.2531086896798165, 80.4085356146402, 136.68350875252276, 35.90230477395157, 0.2791417353312543, -49.74969150111386, -14.572340534718732, 12.664255457161259, -23.816298666993237, 12.606393767230248, -68.38212620969333, -36.13034698448225, 88.4984422216935, 26.368483604435752, -48.44172550095402, -6.939687275287684, -1.9189591870638958, 39.6542991495411, -73.36071131992571, 28.915428269990414, 30.355182178927848, -40.064878867541886, 33.20901138454661, -32.358245852764014, -20.143951797927098, -45.35012349048348, -51.61288410253018, -77.0119765375964, 54.401327380564304, -44.686855797291855, -58.575049219548255, 20.92365979051896, -59.19613193388249, 25.45000990725119, 75.97835236386317, 69.85323965482243, 48.997811973637184, -57.00612625422548, 116.55207844234332, -36.36616910314666, -55.18053054941725, 57.63378716805662, -26.243076843436736, 7.3514994851905895, 20.771470622984474, 63.70121122638307, 135.70353312058438, 89.12176530490375, -4.107056356124325, 28.001895653693513, 69.82776005672493, -64.27331093017021, -74.11829469812542, 45.148967348705604, -12.242634345919043, -70.84758875911321, -47.10852655237949, 13.909778063210217, -36.55779276434848, 73.14853848819966, -73.46376541375393, 98.4822607645784, -67.0725210998622, -25.506509194008316, -47.183773253923604, -15.867072490957801, 124.4636340689352, 37.343934771635936, -28.595806740059203, 27.83537660118898, 53.24868386430487, -22.30855911201163, 113.73042142751238, -43.80997488065314, -41.57096382006226, -41.355176617526276, 24.17559984159765, -59.11510780368763, -22.182613549472016, -53.82401158403845, -1.5844193562439286, -42.8510927439775, -68.84846271559844, -7.606209677497766, 54.16118536081922, -58.258085859767206, 30.66095427253375, 36.861273884309156, 2.218690620384882, -55.8373233659485, -69.1408858581214, 53.32747154147508, -54.93199588572242, -64.25724171635729, -85.70635092220029, 2.9753643802011402, -60.075383866972984, 6.953042842357259, -55.29019377560309, -49.753338423184225, -55.903983327032805, -13.41140189177233, -68.3070858037354, -49.99002305679545, 3.5281942708662646, -52.88782204233561, 26.646883358808193, 85.92166519945653, 6.899361009268556, 28.15765892051954, 56.93774815282424, -16.015708159261752, 76.4865353093891, 64.27214051552022, -59.40212005346943, -60.95367740276366, -60.33834446081432, -19.429605821771926, -60.181168195060806, -50.06707864315414, 70.98860617444633, -16.682019435935995, -53.84396576544435, -55.32239238282975, -41.24545587097244, 153.20308520307813, 96.87197215388154, -61.25177990328219, 96.95032853704153, 2.5924419754652894, -91.16196728102972, -59.24010482531244, -24.73874341911307, 62.08426625303404, 76.83490462760565, 142.7415903009751, -66.26803502155481, 49.032371662975315, -42.46520945689336, 90.96715112318485, -66.95372108007103, -29.744148380157686, -58.69545491054496, -58.74936410308498, 37.26540113970871, 71.9501000726429, 7.232851100608943, 25.711166163029976, 47.51510812262648, 152.23804211881853, -46.605101743939294, 56.171215725999595, 31.126424034003936, 32.7948154797996, 81.53112039369218, -10.519787931397662, 55.519620966166464, -81.00471679593262, 61.027675683983055, 32.28688278667151, -2.2767531700274484, -57.36736172882152, 55.10523924623358, 50.43022360755497, -39.10814910396296, 118.04546429614747, -84.34103540603525, -5.889607014262111, -4.557687346011957, -46.05665994561798, -75.57339421839627, -11.718624271678252, -58.753909362202336, 32.7957883976849, -26.627766512905307, 45.15216312491629, -61.238220157753915, -29.182692175977962, 116.35951020404319, -59.887491662809104, 32.888935065674374, -24.90319796615829, -57.98787202457182, -53.29587976575641, -64.30408078428617, 15.20619664930375, -55.96481701414598, -41.46473786663692, 1.33254415475214, 115.83008189746458, 12.136312698813315, -49.884939601944644, -26.512472920154014, 8.221110501505377, -8.459884577905592, -24.23737076401992, -62.51964997709869, 52.87887779571593, -53.486037232187485, 17.005626763240215, 13.388485714680103, 36.44573696629879, -55.01076506845517, 9.71176405970064, -6.409779316175203, 1.6472281014226635, 81.64963898122353, 71.60260998667518, 45.16516760813442, 74.59964014192896, -6.996348941352066, -73.93225472629223, -49.59258924333193, -4.553616048038893, -70.76317964082914, -56.18985564949923, 5.473975746189294, -68.47122458346942, 69.24357897136667, -14.613172196014636, 58.447313341505094, 1.0711229216135414, -40.534087612880356, 20.866146198162802, -69.60403979723809, 16.63624702658323, -46.79693840414113, -28.443753437196154, 5.290719452061232, 61.290144306477046, -32.19821722256075, 84.94261586654562, 9.74553029652446, 15.395987787104978, 22.446055804241478, 82.56534249041896, -41.42382113146254, 23.445444059540723, 24.21471163963986, -84.693520591275, 11.644750818666196, 5.427311197460965, 83.01378489264212, 43.38110512327107, 15.403697178114598, 79.19781777227011, -64.36505294403604, 14.227705212743261, 36.24693266755404, -7.332621722234999, -6.552916779514698, -69.75240646717288, -23.236098476073447, -33.70969913364871, -65.17861633334023, 15.176966679539055, 31.727789660484103, -36.60015429072503, -62.61873184091945, -58.231979221978385, -49.36734895035399, 8.556272595537767, -28.12079024801983, -19.408776335659066, -38.06356083557346, 65.97079668654573, 107.87759951783957, 56.436514208656, -25.478191946482276, 8.446480365327869, 45.928601166960185, 35.23821307893651, 143.0569180123024, 12.248476458540896, -4.6556458437087, 56.49069590129481, -42.1785475792819, -54.501750758031264, 62.54506385620072, -79.63653381874308, 96.1940631841804, -6.1796799775516, 111.23262458254598, -52.79399542646767, 35.527807222087965, -65.48080051109648, -1.469981927476029, 129.86472868560634, 27.002235231410314, -52.9174288026508, 121.14832289039524, -3.9254814342947806, -60.616116023696534, -64.38257098450212, -55.84024481712718, -18.52697025207321, 97.76069449486377, -19.80063451673501, -17.65440342473204, -71.03845232036039, -21.454299699207372, -23.36307883125873, 18.746516414795874, 69.87665062138987, 59.6193472378255, 55.535210049626286, -74.16060252819199, -10.375880669936612, -49.45501839242565, 3.0569545161441525, -35.97961048456884, -28.566690955463358, 70.87870407841761, -34.40286083631595, -34.56012648212719, 98.19629915138009, -39.21913243911228, -22.879313113820704, 85.67697930450979, 155.71760948635009, -27.543566373065854, -4.424094723132304, 12.57222440263003, 29.74306677443209, 97.64974902702937, 44.25368145684975, -27.392744644390227, 133.42137902451964, -9.487698171409589, -39.714223053356825, -61.28968936341181, 37.27600038231448, -20.297928562176978, -56.92470756208361, -45.32245504003455, 2.259512895007895, 19.374953811764712, -53.88454276832539, -5.839131048695268, 27.109362495261756, -43.45270382702577, -50.77403688354655, -43.267997503860975, -13.005672502476635, -30.321723755777636, 114.2414063849149, 28.993545437071937, 44.33872011495305, -85.0437280160614, 2.8684162853097095, 43.91394043822583, -37.29063187477392, -72.60824843775755, -24.350527037112872, -2.246662656237271, -67.32926396733366, 5.51931398691082, -10.322372564739043, -76.96747935164434, 23.527295471031245, -60.505288785361, 47.65646199585862, -18.898062265084818, -14.062734409199356, -58.47285752859301, -12.53866929135908, -63.46125360032678, -69.45416357623766, 7.038942056948742, -39.28031564326579, -35.35188278729635, 73.19251721853327, 6.142027450144705, 118.99093154339326, 45.88358181535183, -46.94450583970555, 45.72936923919107, -41.66969802859098, -11.234459646846444, -34.326061342854636, 46.59344691094986, -57.15067898181664, 16.236983425140668, 9.340937481040898, -75.54105691036428, -40.266804224742756, 4.6601119866355045, 78.01557924643573, 19.383879479924477, 44.183644412428734, 123.10396935568063, -35.24278144918368, -27.444533062811207, -0.36974845614171603, 23.262075826473286, -31.267377990128605, 37.45215353742248, -76.1077993506383, -65.61904394353103, -65.24545234061672, 82.14629548094814, -62.67811559032274, -36.16723463059426, 94.57319735672007, -78.26812078943178, 5.012951564255148, 34.76883499516788, -81.36159337649897, -62.58790438351087, -32.38562760868297, 100.481785040518, 8.357907204881423, -59.49102505044022, -16.94353364898672, -14.640616790051972, 128.23606841276015, 117.64879821011918, -3.1021361664002094, 16.254318931047045, 9.484024796780995, -41.48776297038562, -28.808744207315254, -17.965538869442707, 57.37089499877858, -44.695926110458416, 75.71709359479621, -60.435885548734895, -46.479844183775256, -45.91369163971523, -16.967908173411896, 4.875647208555638, -73.22177086539325, -52.654643251871995, 95.58087279396223, 53.64791970773828, -34.7115538949821, 80.42094355873134, 84.50635406212139, -40.411013448078606, -30.746975446213106, 94.40043740830176, -49.34065192574958, 4.229005694531519, -9.071860283796214, -10.153955241806676, -38.714747089614164, 7.202642582059403, 21.395892247067696, 72.0366655417501, 45.54441684073937, 24.723653091985682, -66.21619757789655, 3.3920145236294865, -3.5697233059361135, -19.65495643807005, -72.53804632473762, -14.387306069035128, -15.59166378217114, -39.96369106300924, -30.15333223222452, 45.26851797920249, -45.833839921273544, -15.788281408733635, 19.005591315530282, 106.69441994545251, -18.185174101366368, -10.21058806157138, 55.62191423919025, 53.65288044488127, -47.62750564624421, -18.672704434207876, -59.0627839768834, -51.170437482203766, -36.84570335123076, -32.619554022110194, -26.801989438468546, 30.27778554459788, -23.00260702929011, -15.473325749354485, 129.84867511662887, 8.952739265414188, 70.25292250594056, -49.25697981936742, 50.8353445122139, 13.15369414061543, -44.38902024903035, -65.48171156966275, -30.97487595079723, 59.96096047007994, 52.48653468512422, -26.810620755974305, 35.934808167932424, 45.694609606571674, 48.6936547934441, 34.137032672700286, 24.105814571845137, 28.587797330645266, -69.65854764810663, 29.03240669423006, -67.32404450732551, 44.002843964933575, 30.565996521122166, -48.63830215887232, -16.118311633290975, -56.16724066133547, -66.35095663111419, -16.841337878558033, -66.69160633694321, -31.92517043349925, -4.800636760594755, -37.77299998935683, -0.5013850226417266, -3.50164426833817, -36.38970417415603, 30.440952737055134, -46.268269017147624, 18.28635969165205, 47.73714243063981, 20.927851048018315, 2.6465326021713245, -61.394312296489574, 37.351795878642534, 6.6358081600606065, 80.38556080360462, -26.849629666545944, -4.712167975753283, -17.67843822515938, -27.85463196734565, -6.229920960865795, 46.32161005684895, -11.338328438591649, -9.407706691643726, -6.690555240354259, -27.304399066535098, -51.82611151990417, 27.7501537460027, -38.867528951937025, 94.15717453557603, 89.98553353617805, 130.6841925813191, -11.483700314265747, 70.61663652935819, -10.386349933326615, -43.462896861829215, -78.77861839695927, -44.010301387282084, -48.181811992631644, 51.75872067767304, 47.784649037630366, 21.786901663013406, 60.24832555484323, 74.87654880322977, -67.52374527256646, -39.21079459262332, 74.08664014130213, -38.336888162972976, -65.55591315214565, 22.32516686025303, -28.197351752323122, 86.42765718464278, 39.64971320751852, -63.944536556836056, -40.25466183947182, -45.833797438205984, 8.78132373301039, -12.126758501046071, -46.57292684099008, 28.191393724622472, -36.89591572444385, 92.7339916925997, -62.56422156311192, -43.776227907902765, 24.98019994711537, 10.30331425847891, -60.659538455838394, -20.19906032330189, 10.088999446117484, 2.618295758738446, -18.524338866358217, -61.88383754443378, -45.62227146349625, -36.37200330632803, 4.714503099054128, 23.754286461732036, 63.48963088832151, -69.79465512444527, -12.561307187714625, 42.825293794905576, -43.87312243439929, 106.39925152810349, 26.02610559294889, 36.89001031155476, -39.73580280933268, -13.352664143885427, -60.17116033835091, 54.45581346831059, 50.081459099345956, 3.974737755506396, 47.54781075277517, -13.981390139247338, 20.213058301911566, -6.434377061227104, -27.988852639187968, -25.178254371110345, 11.508630171381967, -1.3479708471958547, -48.60624434646503, -46.88240826892544, 103.79594196703806, -18.398282972300635, 74.95278348828138, 15.389970791114584, -70.47675444910425, -22.277383369464964, 13.225396589608893, 99.31828731771499, 6.2622236410861385, -24.34370130243957, 47.747020506911156, -83.80954412315597, -50.272248111589306, 43.30401768266903, -29.124829761226405, 17.93825317073432, 96.37094521663694, -66.81303070067695, -66.07535033395857, -47.25079420734448, -3.8715059260305402, -24.60659553896453, -28.45481566718093, 16.381455652338584, 0.9054071782943647, 6.76375954527794, -31.570699357117068, -44.17394796780718, 58.43739095866771, -21.288729120479296, -86.67227686429675, -37.33754913511224, -74.71315632938452, -32.200189701954706, -74.34696117576115, 45.364315770104085, -50.524272036728824, -68.87702081848518, -52.145660381907284, -28.819572826749866, 43.31827456227969, 2.7146127232254122, 4.615116677894362, -28.93740489334188, -49.95585865696994, -63.527602201156334, -63.977381752287975, -29.82376283944639, -62.8869002531322, 127.57316067603992, -65.97200520086398, -56.1198495042173, 5.538493976371717, 49.4756182415838, -1.7338004598101417, -18.47993362976102, 16.482186765523227, 93.78887195722666, -55.947105029435264, 61.54937100322205, 107.85344469014386, 5.818345927373809, -29.747899105064427, -65.05508138742147, 36.53707871517341, -23.485480141318902, 101.85666560029941, -55.383590559578074, -41.82981762800572, -12.87533171584368, 33.799739511762965, 51.40046548341088, 18.299296073061157, 151.60812970790735, 79.24794607049733, -32.735682393609636, 4.302483219418836, 43.2232746288607, -5.964765751507736, -50.53745480171957, -51.5211304538777, 3.571217805273015, 21.297703856031784, -68.43791269256279, 48.07107501957344, -9.220138087635489, 106.47794232765355, 4.2531086896798165, 80.4085356146402, 136.68350875252276, 35.90230477395157, 0.2791417353312543, -49.74969150111386, -14.572340534718732, 12.664255457161259, -23.816298666993237, 12.606393767230248, -68.38212620969333, -36.13034698448225, 88.4984422216935, 26.368483604435752, -48.44172550095402, -6.939687275287684, -1.9189591870638958, 39.6542991495411, -73.36071131992571, 28.915428269990414, 30.355182178927848, -40.064878867541886, 33.20901138454661, -32.358245852764014, -20.143951797927098, -45.35012349048348, -51.61288410253018, -77.0119765375964, 54.401327380564304, -44.686855797291855, -58.575049219548255, 20.92365979051896, -59.19613193388249, 25.45000990725119, 75.97835236386317, 69.85323965482243, 48.997811973637184, -57.00612625422548, 116.55207844234332, -36.36616910314666, -55.18053054941725, 57.63378716805662, -26.243076843436736, 7.3514994851905895, 20.771470622984474, 63.70121122638307, 135.70353312058438, 89.12176530490375, -4.107056356124325, 28.001895653693513, 69.82776005672493, -64.27331093017021, -74.11829469812542, 45.148967348705604, -12.242634345919043, -70.84758875911321, -47.10852655237949, 13.909778063210217, -36.55779276434848, 73.14853848819966, -73.46376541375393, 98.4822607645784, -67.0725210998622, -25.506509194008316, -47.183773253923604, -15.867072490957801, 124.4636340689352, 37.343934771635936, -28.595806740059203, 27.83537660118898, 53.24868386430487, -22.30855911201163, 113.73042142751238, -43.80997488065314, -41.57096382006226, -41.355176617526276, 24.17559984159765, -59.11510780368763, -22.182613549472016, -53.82401158403845, -1.5844193562439286, -42.8510927439775, -68.84846271559844, -7.606209677497766, 54.16118536081922, -58.258085859767206, 30.66095427253375, 36.861273884309156, 2.218690620384882, -55.8373233659485, -69.1408858581214, 53.32747154147508, -54.93199588572242, -64.25724171635729, -85.70635092220029, 2.9753643802011402, -60.075383866972984, 6.953042842357259, -55.29019377560309, -49.753338423184225, -55.903983327032805, -13.41140189177233, -68.3070858037354, -49.99002305679545, 3.5281942708662646, -52.88782204233561, 26.646883358808193, 85.92166519945653, 6.899361009268556, 28.15765892051954, 56.93774815282424, -16.015708159261752, 76.4865353093891, 64.27214051552022, -59.40212005346943, -60.95367740276366, -60.33834446081432, -19.429605821771926, -60.181168195060806, -50.06707864315414, 70.98860617444633, -16.682019435935995, -53.84396576544435, -55.32239238282975, -41.24545587097244, 153.20308520307813, 96.87197215388154, -61.25177990328219, 96.95032853704153, 2.5924419754652894, -91.16196728102972, -59.24010482531244, -24.73874341911307, 62.08426625303404, 76.83490462760565, 142.7415903009751, -66.26803502155481, 49.032371662975315, -42.46520945689336, 90.96715112318485, -66.95372108007103, -29.744148380157686, -58.69545491054496, -58.74936410308498, 37.26540113970871, 71.9501000726429, 7.232851100608943, 25.711166163029976, 47.51510812262648, 152.23804211881853, -46.605101743939294, 56.171215725999595, 31.126424034003936, 32.7948154797996, 81.53112039369218, -10.519787931397662, 55.519620966166464, -81.00471679593262, 61.027675683983055, 32.28688278667151, -2.2767531700274484, -57.36736172882152, 55.10523924623358, 50.43022360755497, -39.10814910396296, 118.04546429614747, -84.34103540603525, -5.889607014262111, -4.557687346011957, -46.05665994561798, -75.57339421839627, -11.718624271678252, -58.753909362202336, 32.7957883976849, -26.627766512905307, 45.15216312491629, -61.238220157753915, -29.182692175977962, 116.35951020404319, -59.887491662809104, 32.888935065674374, -24.90319796615829, -57.98787202457182, -53.29587976575641, -64.30408078428617, 15.20619664930375, -55.96481701414598, -41.46473786663692, 1.33254415475214, 115.83008189746458, 12.136312698813315, -49.884939601944644, -26.512472920154014, 8.221110501505377, -8.459884577905592, -24.23737076401992, -62.51964997709869, 52.87887779571593, -53.486037232187485, 17.005626763240215, 13.388485714680103, 36.44573696629879, -55.01076506845517, 9.71176405970064, -6.409779316175203, 1.6472281014226635, 81.64963898122353, 71.60260998667518, 45.16516760813442, 74.59964014192896, -6.996348941352066, -73.93225472629223, -49.59258924333193, -4.553616048038893, -70.76317964082914, -56.18985564949923, 5.473975746189294, -68.47122458346942, 69.24357897136667, -14.613172196014636, 58.447313341505094, 1.0711229216135414, -40.534087612880356, 20.866146198162802, -69.60403979723809, 16.63624702658323, -46.79693840414113, -28.443753437196154, 5.290719452061232, 61.290144306477046, -32.19821722256075, 84.94261586654562, 9.74553029652446, 15.395987787104978, 22.446055804241478, 82.56534249041896, -41.42382113146254, 23.445444059540723, 24.21471163963986, -84.693520591275, 11.644750818666196, 5.427311197460965, 83.01378489264212, 43.38110512327107, 15.403697178114598, 79.19781777227011, -64.36505294403604, 14.227705212743261, 36.24693266755404, -7.332621722234999, -6.552916779514698, -69.75240646717288, -23.236098476073447, -33.70969913364871, -65.17861633334023, 15.176966679539055, 31.727789660484103, -36.60015429072503, -62.61873184091945, -58.231979221978385, -49.36734895035399, 8.556272595537767, -28.12079024801983, -19.408776335659066, -38.06356083557346, 65.97079668654573, 107.87759951783957, 56.436514208656, -25.478191946482276, 8.446480365327869, 45.928601166960185, 35.23821307893651, 143.0569180123024, 12.248476458540896, -4.6556458437087, 56.49069590129481, -42.1785475792819, -54.501750758031264, 62.54506385620072, -79.63653381874308, 96.1940631841804, -6.1796799775516, 111.23262458254598, -52.79399542646767, 35.527807222087965, -65.48080051109648, -1.469981927476029, 129.86472868560634, 27.002235231410314, -52.9174288026508, 121.14832289039524, -3.9254814342947806, -60.616116023696534, -64.38257098450212, -55.84024481712718, -18.52697025207321, 97.76069449486377, -19.80063451673501, -17.65440342473204, -71.03845232036039, -21.454299699207372, -23.36307883125873, 18.746516414795874, 69.87665062138987, 59.6193472378255, 55.535210049626286, -74.16060252819199, -10.375880669936612, -49.45501839242565, 3.0569545161441525, -35.97961048456884, -28.566690955463358, 70.87870407841761, -34.40286083631595, -34.56012648212719, 98.19629915138009, -39.21913243911228, -22.879313113820704, 85.67697930450979, 155.71760948635009, -27.543566373065854, -4.424094723132304, 12.57222440263003, 29.74306677443209, 97.64974902702937, 44.25368145684975, -27.392744644390227, 133.42137902451964, -9.487698171409589, -39.714223053356825, -61.28968936341181, 37.27600038231448, -20.297928562176978, -56.92470756208361, -45.32245504003455, 2.259512895007895, 19.374953811764712, -53.88454276832539, -5.839131048695268, 27.109362495261756, -43.45270382702577, -50.77403688354655, -43.267997503860975, -13.005672502476635, -30.321723755777636, 114.2414063849149, 28.993545437071937, 44.33872011495305, -85.04372801606138, 2.8684162853097064, 43.91394043822583, -37.290631874773915, -72.60824843775755, -24.350527037112872, -2.246662656237272, -67.32926396733366]}, {\"marker\": {\"color\": \"rgba(255, 128, 2, 0.8)\"}, \"mode\": \"markers\", \"name\": \"Cluster 2\", \"type\": \"scatter\", \"x\": [1503.1986769667371, 1787.788622242171, 2477.08031682082, 1543.1638532252725, 1829.8297041706476, 1844.2340942640035, 836.3547593020226, 1556.952972391683, 1203.2532694121383, 4536.126594841473, 3583.023069978503, 900.5595161594612, 888.3439608896058, 2580.8259252091884, 4026.0073052281878, 2676.91928611428, 953.3051853494486, 2631.8589265140827, 1201.9863340035038, 2370.7593028698498, 3348.486324555932, 3072.2378295906715, 2460.4411454082046, 858.5376888669151, 1051.920123809621, 1521.860098152971, 2129.4876681093288, 621.715193586883, 1662.8050970764891, 953.2413130875624, 1862.633776119173, 918.479767718896, 3709.6161140115173, 2610.3079505165424, 803.0105945615858, 5733.978816733645, 4743.073538842056, 3028.444845625239, 5137.596441680599, 4068.145521554067, 936.8980758662593, 1357.5337386321182, 1083.2625121274536, 3142.359908611319, 3322.031387208212, 1589.454743848638, 1736.0248491705456, 777.0312524151805, 3789.6930200171614, 2507.192115323978, 2513.974209095112, 890.9983254580362, 2837.095831646503, 3776.1766995758617, 3127.0377400791003, 1042.0534776603463, 4470.5122324996755, 1887.7992640597245, 1397.4240182294243, 3418.1860843716377, 1456.7351669383731, 1318.1226007969808, 721.754602866665, 868.078090224917, 2535.1992655490444, 1201.9959488106085, 4562.575284940821, 1015.3969561928432, 4989.425516562624, 992.871871946407, 1523.150678865974, 1207.5075968573185, 3027.8094061755423, 1545.4978430218669, 2421.2330318434247, 2718.1856784397314, 3126.999473437405, 3597.6433837973395, 5064.17579278964, 5220.352890668274, 1434.0472431446112, 3855.6857551665553, 3326.5096783323124, 1633.4150507082634, 3266.062239358089, 1016.5471227538118, 3661.509361005848, 5463.316950600438, 3084.6123644459326, 805.949684987965, 1615.1810491737854, 1643.5045563552603, 2180.0074375722793, 3213.9261892344584, 2718.140291158611, 1106.6251692584583, 1686.2248168563335, 2044.4620112235689, 2193.707618354068, 7034.391198558759, 1104.6884847173412, 4177.20653091385, 636.1312041212598, 2143.975522458124, 1074.4336543281665, 909.6732099765491, 3262.7439486855997, 3860.598771378694, 1859.0565902541541, 929.8133314249893, 2799.4731926044005, 1377.92174252293, 2921.1791106419137, 1736.0457729535842, 5528.864627315156, 3481.7104831529864, 1017.5955054210269, 2041.632997663127, 3142.330735924181, 1289.0208070639274, 1681.1264078313066, 1026.6961491423485, 1474.828290876032, 720.7900432890456, 4677.974939158268, 1578.2711305067858, 3537.3269268899594, 961.4337622827994, 2077.402887458368, 705.8393790339316, 1026.4853541029668, 1183.2030862044685, 3392.4672409810496, 4454.123678194412, 3409.82104809983, 2710.2348092212005, 902.0341071870624, 2763.9122263640556, 806.2628582187648, 1368.1959778846046, 1194.8999245781915, 1169.9515654177692, 913.5637639760944, 664.1311896956387, 6925.178000073955, 2232.4778379845093, 1216.9255989861163, 5880.509303586167, 706.998038249068, 814.6189227747823, 1094.7093764995207, 766.0789610192414, 1254.2273024019928, 2029.2506481528287, 4860.9823967899765, 2351.7175027555686, 641.5151904792533, 2148.397658732925, 3028.401777750221, 1038.7635640125577, 3111.70966693349, 1232.7327356924554, 3184.139766614599, 2973.829571882028, 1065.9400670158916, 3501.0300834871628, 2682.8273753546655, 643.3220034935072, 2185.3465152971844, 632.0690923209403, 1615.192995249557, 2423.0539376154447, 1583.6695056818262, 970.3962719766246, 1409.2906457919173, 708.235635750287, 652.7714494853016, 3537.3018737594894, 3269.232226687555, 632.3766653388259, 1600.989734597309, 1326.2414291085872, 2761.2598022628777, 1808.0944172939583, 2530.0666082568077, 2853.8907380311052, 2465.2021825586216, 3503.9136213654997, 4958.551667793847, 4378.211653854446, 1012.3547200695182, 2439.637431787935, 1543.2062705240764, 834.1306587258377, 1046.8667404442888, 1962.166317756535, 3531.547584820676, 5209.313950278293, 824.3449166375133, 1343.9500874310133, 1310.246186540339, 1662.7258786852453, 1226.8961059521425, 636.7124623020616, 953.2605741980598, 2925.7636600545857, 3720.40654260772, 2268.2192318623065, 2084.97205126485, 1221.5910577677525, 2740.090912457576, 5255.059699623917, 719.2779636966139, 840.6060081403792, 1026.4952731707428, 695.4295544134736, 933.2876329706286, 1511.080913006542, 1265.4031109546384, 846.5420677927965, 2881.206545210617, 2322.0343380604486, 2128.4856671716434, 2242.2850714563006, 2501.9909370128867, 941.6543524497918, 690.5386952867873, 1201.9947946795812, 5600.1594343794395, 641.4627294873009, 2359.7332434893747, 2930.2914694942156, 2964.5106482897436, 772.0928543844756, 1004.0157242428913, 2054.3278401050393, 628.332981064531, 1129.6862831631101, 861.0922590098269, 2908.711948051764, 1002.5179468037023, 854.2768211876994, 1120.9164924407148, 5525.456163216984, 633.9333994445038, 1384.2917058098071, 3011.3515935790906, 1709.5556492314884, 961.5009188017597, 1104.2405691616211, 1853.7708102053566, 2948.958318822234, 3134.056049593111, 3743.796621877292, 3210.1297026295274, 2828.2944332681295, 834.062754818674, 622.6768231260423, 661.6731277296194, 4280.97843242765, 822.6100490173425, 853.019200515592, 2410.4533572856726, 1179.0142376048818, 708.2052232788857, 1866.156297651566, 978.494023551516, 881.4630736554241, 721.7695470530464, 813.1072319342838, 4098.421626679555, 4784.346846905407, 2423.0070007517434, 1868.7375773128856, 866.9729116297302, 916.0501520652301, 5136.246361750746, 722.2060117086569, 2706.5006733990826, 1590.267413741658, 2327.0858456293763, 657.7959936989707, 2827.928966429146, 3168.1639986122223, 3235.718584026718, 1313.341075612931, 3808.2591791261807, 2828.962623136758, 654.6426694510579, 3284.1959017443833, 6900.154509990204, 748.9392122561393, 7042.964757491351, 2805.243481172539, 8003.281624793706, 4389.699925006591, 908.3261309361628, 3368.6761317412384, 900.3549015866713, 1793.8795699991335, 1976.108450254991, 695.6137919064953, 1427.7980479031098, 4117.7138159005135, 1307.0677186349806, 1377.3339056629502, 4917.724531434136, 3816.6041120664668, 641.4397506839043, 1678.2060257728294, 3478.5533590157243, 3156.265589484801, 3276.9797712353966, 3951.6272216311086, 2610.331790967559, 778.4117372239839, 698.1353703881401, 2322.4027918865845, 3544.4992846076825, 2939.4272373353288, 2188.2108570382516, 5062.487229659186, 1149.732539011499, 1182.2503676776782, 3027.8506423970216, 3118.820975055097, 2597.598739268333, 3116.7993419308323, 701.1006060330728, 4534.446802253609, 1797.1369276816922, 1468.866283920845, 1194.843099564266, 4640.054632484533, 5239.650651926648, 1513.6825617700424, 2655.9827288643505, 803.9339704725264, 2130.9576748774202, 815.0191607738303, 895.4801946518598, 1251.6014840955152, 2586.2242352050052, 3470.477236600661, 3170.1815029813956, 1485.5587428438162, 3115.8595310649343, 1428.5618389743574, 1594.7876192769222, 1149.6983803824542, 3807.7688564322953, 1023.9010826501528, 747.7501134992995, 664.181436512858, 650.407682121177, 2612.9328115082144, 1002.0811251207559, 1326.399402869468, 2012.461984767732, 1180.8271743642947, 881.3832505558997, 1536.695539810257, 643.3264181564177, 721.7640622752504, 5899.396867352403, 1400.882389705396, 2114.3906938147557, 3618.130732309616, 1594.3430027288248, 1191.8164391265288, 2029.7393334654598, 781.6693534646885, 2732.7840484742323, 1953.9074986401029, 1093.9283928786554, 693.2574316832158, 3150.8586105020167, 726.6253406828772, 1268.6555996821423, 774.5774131387186, 1132.9091432003652, 2168.1130216557217, 760.3043790650639, 630.6554837796682, 1348.6059336355688, 915.1801289309421, 1142.2728020606921, 1126.620858599795, 1429.767691213422, 3088.171200478186, 1278.3858168509757, 1863.6477823444702, 1139.7425952617273, 3676.4341095743116, 3111.7839425597617, 698.10464123394, 641.4719219040918, 4120.436750686493, 2334.795641184851, 2330.1903671737427, 3933.0216488556634, 2238.233256982998, 3720.397970505518, 3193.2579054589273, 3583.890678307056, 754.797667260147, 1455.7610161106898, 4663.984474691621, 2958.5172081820488, 1160.8177489076536, 2967.610296179559, 2268.211965321702, 845.6432772411422, 3465.759336057904, 1429.6862941289148, 1188.868276723798, 1613.1592529909378, 1527.7052148718622, 2337.0023276981647, 788.3507479991479, 3133.1091072275667, 1182.4532419186346, 1468.5922840345186, 3785.9434438112016, 2202.891709436771, 9211.540768590397, 1498.7673860565621, 3653.358933728136, 3722.046563250302, 2014.98555729499, 1681.5771034056465, 1840.9741544250396, 3830.285957956971, 630.1207394087827, 2591.0960421044665, 1977.4634508760494, 2258.8564294043695, 1905.4526209847468, 1346.9214917583759, 1615.1494743345788, 2724.8432092509524, 3150.4931810530434, 1735.127197858127, 1954.5845617307907, 845.4282167700728, 2160.7927675579394, 3290.7570780018996, 1780.0380423018275, 5413.5410249665765, 3393.120813730005, 845.4130735776168, 1643.1408945810701, 1772.0577444779856, 1134.9488688116887, 1521.1680114708001, 3245.8256688204438, 2395.1848215637815, 1516.2117294628392, 2689.7433121339322, 860.357775208747, 1175.8786091642617, 1921.7801710250626, 1642.953063314238, 1321.5187589390255, 868.1297839521866, 3946.053154802807, 4435.188433566443, 863.2915060545756, 3052.9112382376284, 2428.1447955903286, 1988.2932655356342, 2718.1639843424805, 877.6443355188478, 2281.482312441771, 1655.9142461807119, 4342.519650839407, 2577.137539700524, 4708.40264267191, 2055.8156270447266, 1278.3983524840792, 1521.8663064460454, 3295.5619042664284, 4840.225433044314, 1628.462236575163, 898.0404381310082, 1887.787794468889, 822.7551035322722, 1071.9490559034937, 824.3381790459042, 2023.7010155409507, 4897.1759068866995, 3290.760607527237, 1220.7930892996155, 4538.0823072202365, 1165.5798853559597, 1326.2032919894743, 1421.5227958835476, 3375.997490501295, 3969.0226792948533, 3304.770160936777, 739.0452811076857, 1676.1643023407748, 4882.840905999689, 3092.3758696148047, 2443.810729977765, 4291.965430283287, 1039.9656901885878, 4192.070974878381, 4536.56679358027, 1105.6383597935048, 1561.8314234694712, 894.8111367324008, 1027.6453927118998, 748.3013702494508, 1186.9516268771, 1545.5266756112824, 1187.2614883214878, 3393.103410266908, 3724.7174095648984, 4172.407221838902, 743.4406653984074, 899.5908116666457, 2216.377476135063, 643.0564091945646, 1314.3563775301682, 893.2310968447589, 909.6451174336976, 2193.9289426098817, 845.4142526736193, 1553.170305866388, 2282.3977310439736, 1395.4683763943642, 1904.470222260846, 940.3653116125759, 1880.1395343472154, 709.5002216939838, 1443.7010364286027, 1608.878034524155, 713.3163859315015, 1450.2547715141377, 2176.940839078465, 628.3358481131044, 4459.810717950424, 2958.495110808358, 675.7809971033531, 3553.7211089575853, 1944.132080478762, 4382.7554851573195, 1050.50482170276, 3772.5640127686215, 753.6911248094432, 1326.2650732212094, 641.46921351949, 5270.240576336503, 654.1049657660402, 845.6807586580052, 633.3240664289561, 2208.7629430834004, 4853.35413197402, 1182.4318725154023, 3008.2103637046707, 678.2915372390827, 3743.7693253876023, 749.4387884659347, 1463.1869443722417, 3289.35169753553, 767.4263573040093, 2333.98055632252, 2171.0228944309924, 2587.6693105963195, 3801.264514557555, 2682.419700737412, 1373.1644067418106, 2199.4197659757056, 3881.543289938204, 744.0885898267326, 873.296155045755, 920.3260063429616, 3135.4977657336244, 1215.3693529860996, 2017.9052328568516, 1819.8884493042012, 834.0534801690135, 3116.8818423764837, 1885.8202005179808, 2912.3250722695984, 1314.9009617672093, 2530.116856934701, 2800.9807273706324, 2314.2524826816602, 3629.0318076383546, 3099.258139860162, 1329.2946887724684, 1853.7872923927507, 4934.835663090144, 2125.703170766169, 973.8430287769561, 4517.011185538183, 6006.836625972952, 1644.3476283208101, 8003.281624793706, 4389.699925006591, 908.3261309361628, 3368.6761317412384, 900.3549015866713, 1793.8795699991335, 1976.108450254991, 695.6137919064953, 1427.7980479031098, 4117.7138159005135, 1307.0677186349806, 1377.3339056629502, 4917.724531434136, 3816.6041120664668, 641.4397506839043, 1678.2060257728294, 3478.5533590157243, 3156.265589484801, 3276.9797712353966, 3951.6272216311086, 2610.331790967559, 778.4117372239839, 698.1353703881401, 2322.4027918865845, 3544.4992846076825, 2939.4272373353288, 2188.2108570382516, 5062.487229659186, 1149.732539011499, 1182.2503676776782, 3027.8506423970216, 3118.820975055097, 2597.598739268333, 3116.7993419308323, 701.1006060330728, 4534.446802253609, 1797.1369276816922, 1468.866283920845, 1194.843099564266, 4640.054632484533, 5239.650651926648, 1513.6825617700424, 2655.9827288643505, 803.9339704725264, 2130.9576748774202, 815.0191607738303, 895.4801946518598, 1251.6014840955152, 2586.2242352050052, 3470.477236600661, 3170.1815029813956, 1485.5587428438162, 3115.8595310649343, 1428.5618389743574, 1594.7876192769222, 1149.6983803824542, 3807.7688564322953, 1023.9010826501528, 747.7501134992995, 664.181436512858, 650.407682121177, 2612.9328115082144, 1002.0811251207559, 1326.399402869468, 2012.461984767732, 1180.8271743642947, 881.3832505558997, 1536.695539810257, 643.3264181564177, 721.7640622752504, 5899.396867352403, 1400.882389705396, 2114.3906938147557, 3618.130732309616, 1594.3430027288248, 1191.8164391265288, 2029.7393334654598, 781.6693534646885, 2732.7840484742323, 1953.9074986401029, 1093.9283928786554, 693.2574316832158, 3150.8586105020167, 726.6253406828772, 1268.6555996821423, 774.5774131387186, 1132.9091432003652, 2168.1130216557217, 760.3043790650639, 630.6554837796682, 1348.6059336355688, 915.1801289309421, 1142.2728020606921, 1126.620858599795, 1429.767691213422, 3088.171200478186, 1278.3858168509757, 1863.6477823444702, 1139.7425952617273, 3676.4341095743116, 3111.7839425597617, 698.10464123394, 641.4719219040918, 4120.436750686493, 2334.795641184851, 2330.1903671737427, 3933.0216488556634, 2238.233256982998, 3720.397970505518, 3193.2579054589273, 3583.890678307056, 754.797667260147, 1455.7610161106898, 4663.984474691621, 2958.5172081820488, 1160.8177489076536, 2967.610296179559, 2268.211965321702, 845.6432772411422, 3465.759336057904, 1429.6862941289148, 1188.868276723798, 1613.1592529909378, 1527.7052148718622, 2337.0023276981647, 788.3507479991479, 3133.1091072275667, 1182.4532419186346, 1468.5922840345186, 3785.9434438112016, 2202.891709436771, 9211.540768590397, 1498.7673860565621, 3653.358933728136, 3722.046563250302, 2014.98555729499, 1681.5771034056465, 1840.9741544250396, 3830.285957956971, 630.1207394087827, 2591.0960421044665, 1977.4634508760494, 2258.8564294043695, 1905.4526209847468, 1346.9214917583759, 1615.1494743345788, 2724.8432092509524, 3150.4931810530434, 1735.127197858127, 1954.5845617307907, 845.4282167700728, 2160.7927675579394, 3290.7570780018996, 1780.0380423018275, 5413.5410249665765, 3393.120813730005, 845.4130735776168, 1643.1408945810701, 1772.0577444779856, 1134.9488688116887, 1521.1680114708001, 3245.8256688204438, 2395.1848215637815, 1516.2117294628392, 2689.7433121339322, 860.357775208747, 1175.8786091642617, 1921.7801710250626, 1642.953063314238, 1321.5187589390255, 868.1297839521866, 3946.053154802807, 4435.188433566443, 863.2915060545756, 3052.9112382376284, 2428.1447955903286, 1988.2932655356342, 2718.1639843424805, 877.6443355188478, 2281.482312441771, 1655.9142461807119, 4342.519650839407, 2577.137539700524, 4708.40264267191, 2055.8156270447266, 1278.3983524840792, 1521.8663064460454, 3295.5619042664284, 4840.225433044314, 1628.462236575163, 898.0404381310082, 1887.787794468889, 822.7551035322722, 1071.9490559034937, 824.3381790459042, 2023.7010155409507, 4897.1759068866995, 3290.760607527237, 1220.7930892996155, 4538.0823072202365, 1165.5798853559597, 1326.2032919894743, 1421.5227958835476, 3375.997490501295, 3969.0226792948533, 3304.770160936777, 739.0452811076857, 1676.1643023407748, 4882.840905999689, 3092.3758696148047, 2443.810729977765, 4291.965430283287, 1039.9656901885878, 4192.070974878381, 4536.56679358027, 1105.6383597935048, 1561.8314234694712, 894.8111367324008, 1027.6453927118998, 748.3013702494508, 1186.9516268771, 1545.5266756112824, 1187.2614883214878, 3393.103410266908, 3724.7174095648984, 4172.407221838902, 743.4406653984074, 899.5908116666457, 2216.377476135063, 643.0564091945646, 1314.3563775301682, 893.2310968447589, 909.6451174336976, 2193.9289426098817, 845.4142526736193, 1553.170305866388, 2282.3977310439736, 1395.4683763943642, 1904.470222260846, 940.3653116125759, 1880.1395343472154, 709.5002216939838, 1443.7010364286027, 1608.878034524155, 713.3163859315015, 1450.2547715141377, 2176.940839078465, 628.3358481131044, 4459.810717950424, 2958.495110808358, 675.7809971033531, 3553.7211089575853, 1944.132080478762, 4382.7554851573195, 1050.50482170276, 3772.5640127686215, 753.6911248094432, 1326.2650732212094, 641.46921351949, 5270.240576336503, 654.1049657660402, 845.6807586580052, 633.3240664289561, 2208.7629430834004, 4853.35413197402, 1182.4318725154023, 3008.2103637046707, 678.2915372390827, 3743.7693253876023, 749.4387884659347, 1463.1869443722417, 3289.35169753553, 767.4263573040093, 2333.98055632252, 2171.0228944309924, 2587.6693105963195, 3801.264514557555, 2682.419700737412, 1373.1644067418106, 2199.4197659757056, 3881.543289938204, 744.0885898267326, 873.296155045755, 920.3260063429616, 3135.4977657336244, 1215.3693529860996, 2017.9052328568516, 1819.8884493042012, 834.0534801690135, 3116.8818423764837, 1885.8202005179808, 2912.3250722695984, 1314.9009617672093, 2530.116856934701, 2800.9807273706324, 2314.2524826816602, 3629.0318076383546, 3099.258139860162, 1329.2946887724684, 1853.7872923927507, 4934.835663090144, 2125.703170766169, 973.8430287769561, 4517.011185538183, 6006.836625972952, 1644.3476283208101, 8003.281624793706, 4389.699925006591, 908.3261309361628, 3368.6761317412384, 900.3549015866713, 1793.8795699991335, 1976.108450254991, 695.6137919064953, 1427.7980479031098, 4117.7138159005135, 1307.0677186349806, 1377.3339056629502, 4917.724531434136, 3816.6041120664668, 641.4397506839043, 1678.2060257728294, 3478.5533590157243, 3156.265589484801, 3276.9797712353966, 3951.6272216311086, 2610.331790967559, 778.4117372239839, 698.1353703881401, 2322.4027918865845, 3544.4992846076825, 2939.4272373353288, 2188.2108570382516, 5062.487229659186, 1149.732539011499, 1182.2503676776782, 3027.8506423970216, 3118.820975055097, 2597.598739268333, 3116.7993419308323, 701.1006060330728, 4534.446802253609, 1797.1369276816922, 1468.866283920845, 1194.843099564266, 4640.054632484533, 5239.650651926648, 1513.6825617700424, 2655.9827288643505, 803.9339704725264, 2130.9576748774202, 815.0191607738303, 895.4801946518598, 1251.6014840955152, 2586.2242352050052, 3470.477236600661, 3170.1815029813956, 1485.5587428438162, 3115.8595310649343, 1428.5618389743574, 1594.7876192769222, 1149.6983803824542, 3807.7688564322953, 1023.9010826501528, 747.7501134992995, 664.181436512858, 650.407682121177, 2612.9328115082144, 1002.0811251207559, 1326.399402869468, 2012.461984767732, 1180.8271743642947, 881.3832505558997, 1536.695539810257, 643.3264181564177, 721.7640622752504, 5899.396867352403, 1400.882389705396, 2114.3906938147557, 3618.130732309616, 1594.3430027288248, 1191.8164391265288, 2029.7393334654598, 781.6693534646885, 2732.7840484742323, 1953.9074986401029, 1093.9283928786554, 693.2574316832158, 3150.8586105020167, 726.6253406828772, 1268.6555996821423, 774.5774131387186, 1132.9091432003652, 2168.1130216557217, 760.3043790650639, 630.6554837796682, 1348.6059336355688, 915.1801289309421, 1142.2728020606921, 1126.620858599795, 1429.767691213422, 3088.171200478186, 1278.3858168509757, 1863.6477823444702, 1139.7425952617273, 3676.4341095743116, 3111.7839425597617, 698.10464123394, 641.4719219040918, 4120.436750686493, 2334.795641184851, 2330.1903671737427, 3933.0216488556634, 2238.233256982998, 3720.397970505518, 3193.2579054589273, 3583.890678307056, 754.797667260147, 1455.7610161106898, 4663.984474691621, 2958.5172081820488, 1160.8177489076536, 2967.610296179559, 2268.211965321702, 845.6432772411422, 3465.759336057904, 1429.6862941289148, 1188.868276723798, 1613.1592529909378, 1527.7052148718622, 2337.0023276981647, 788.3507479991479, 3133.1091072275667, 1182.4532419186346, 1468.5922840345186, 3785.9434438112016, 2202.891709436771, 9211.540768590397, 1498.7673860565621, 3653.358933728136, 3722.046563250302, 2014.98555729499, 1681.5771034056465, 1840.9741544250396, 3830.285957956971, 630.1207394087827, 2591.0960421044665, 1977.4634508760494, 2258.8564294043695, 1905.4526209847468, 1346.9214917583759, 1615.1494743345788, 2724.8432092509524, 3150.4931810530434, 1735.127197858127, 1954.5845617307907, 845.4282167700728, 2160.7927675579394, 3290.7570780018996, 1780.0380423018275, 5413.5410249665765, 3393.120813730005, 845.4130735776168, 1643.1408945810701, 1772.0577444779856, 1134.9488688116887, 1521.1680114708001, 3245.8256688204438, 2395.1848215637815, 1516.2117294628392, 2689.7433121339322, 860.357775208747, 1175.8786091642617, 1921.7801710250626, 1642.953063314238, 1321.5187589390255, 868.1297839521866, 3946.053154802807, 4435.188433566443, 863.2915060545756, 3052.9112382376284, 2428.1447955903286, 1988.2932655356342, 2718.1639843424805, 877.6443355188478, 2281.482312441771, 1655.9142461807119, 4342.519650839407, 2577.137539700524, 4708.40264267191, 2055.8156270447266, 1278.3983524840792, 1521.8663064460454, 3295.5619042664284, 4840.225433044314, 1628.462236575163, 898.0404381310082, 1887.787794468889, 822.7551035322722, 1071.9490559034937, 824.3381790459042, 2023.7010155409507, 4897.1759068866995, 3290.760607527237, 1220.7930892996155, 4538.0823072202365, 1165.5798853559597, 1326.2032919894743, 1421.5227958835476, 3375.997490501295, 3969.0226792948533, 3304.770160936777, 739.0452811076857, 1676.1643023407748, 4882.840905999689, 3092.3758696148047, 2443.810729977765, 4291.965430283287, 1039.9656901885878, 4192.070974878381, 4536.56679358027, 1105.6383597935048, 1561.8314234694712, 894.8111367324008, 1027.6453927118998, 748.3013702494508, 1186.9516268771, 1545.5266756112824, 1187.2614883214878, 3393.103410266908, 3724.7174095648984, 4172.407221838902, 743.4406653984074, 899.5908116666457, 2216.377476135063, 643.0564091945646, 1314.3563775301682, 893.2310968447589, 909.6451174336976, 2193.9289426098817, 845.4142526736193, 1553.170305866388, 2282.3977310439736, 1395.4683763943642, 1904.470222260846, 940.3653116125759, 1880.1395343472154, 709.5002216939838, 1443.7010364286027, 1608.878034524155, 713.3163859315015, 1450.2547715141377, 2176.940839078465, 628.3358481131044, 4459.810717950424, 2958.495110808358, 675.7809971033531, 3553.7211089575853, 1944.132080478762, 4382.7554851573195, 1050.50482170276, 3772.5640127686215, 753.6911248094432, 1326.2650732212094, 641.46921351949, 5270.240576336503, 654.1049657660402, 845.6807586580052, 633.3240664289561, 2208.7629430834004, 4853.35413197402, 1182.4318725154023, 3008.2103637046707, 678.2915372390827, 3743.7693253876023, 749.4387884659347, 1463.1869443722417, 3289.35169753553, 767.4263573040093, 2333.98055632252, 2171.0228944309924, 2587.6693105963195, 3801.264514557555, 2682.419700737412, 1373.1644067418106, 2199.4197659757056, 3881.543289938204, 744.0885898267326, 873.296155045755, 920.3260063429616, 3135.4977657336244, 1215.3693529860996, 2017.9052328568516, 1819.8884493042012, 834.0534801690135, 3116.8818423764837, 1885.8202005179808, 2912.3250722695984, 1314.9009617672093, 2530.116856934701, 2800.9807273706324, 2314.2524826816602, 3629.0318076383546, 3099.258139860162, 1329.2946887724684, 1853.7872923927507, 4934.835663090144, 2125.703170766169, 973.8430287769561, 4517.011185538183, 6006.836625972952, 1644.3476283208101, 8003.281624793706, 4389.699925006591, 908.3261309361628, 3368.6761317412384, 900.3549015866713, 1793.8795699991335, 1976.108450254991, 695.6137919064953, 1427.7980479031098, 4117.7138159005135, 1307.0677186349806, 1377.3339056629502, 4917.724531434136, 3816.6041120664668, 641.4397506839043, 1678.2060257728294, 3478.5533590157243, 3156.265589484801, 3276.9797712353966, 3951.6272216311086, 2610.331790967559, 778.4117372239839, 698.1353703881401, 2322.4027918865845, 3544.4992846076825, 2939.4272373353288, 2188.2108570382516, 5062.487229659186, 1149.732539011499, 1182.2503676776782, 3027.8506423970216, 3118.820975055097, 2597.598739268333, 3116.7993419308323, 701.1006060330728, 4534.446802253609, 1797.1369276816922, 1468.866283920845, 1194.843099564266, 4640.054632484533, 5239.650651926648, 1513.6825617700424, 2655.9827288643505, 803.9339704725264, 2130.9576748774202, 815.0191607738303, 895.4801946518598, 1251.6014840955152, 2586.2242352050052, 3470.477236600661, 3170.1815029813956, 1485.5587428438162, 3115.8595310649343, 1428.5618389743574, 1594.7876192769222, 1149.6983803824542, 3807.7688564322953, 1023.9010826501528, 747.7501134992995, 664.181436512858, 650.407682121177, 2612.9328115082144, 1002.0811251207559, 1326.399402869468, 2012.461984767732, 1180.8271743642947, 881.3832505558997, 1536.695539810257, 643.3264181564177, 721.7640622752504, 5899.396867352403, 1400.882389705396, 2114.3906938147557, 3618.130732309616, 1594.3430027288248, 1191.8164391265288, 2029.7393334654598, 781.6693534646885, 2732.7840484742323, 1953.9074986401029, 1093.9283928786554, 693.2574316832158, 3150.8586105020167, 726.6253406828772, 1268.6555996821423, 774.5774131387186, 1132.9091432003652, 2168.1130216557217, 760.3043790650639, 630.6554837796682, 1348.6059336355688, 915.1801289309421, 1142.2728020606921, 1126.620858599795, 1429.767691213422, 3088.171200478186, 1278.3858168509757, 1863.6477823444702, 1139.7425952617273, 3676.4341095743116, 3111.7839425597617, 698.10464123394, 641.4719219040918, 4120.436750686493, 2334.795641184851, 2330.1903671737427, 3933.0216488556634, 2238.233256982998, 3720.397970505518, 3193.2579054589273, 3583.890678307056, 754.797667260147, 1455.7610161106898, 4663.984474691621, 2958.5172081820488, 1160.8177489076536, 2967.610296179559, 2268.211965321702, 845.6432772411422, 3465.759336057904, 1429.6862941289148, 1188.868276723798, 1613.1592529909378, 1527.7052148718622, 2337.0023276981647, 788.3507479991479, 3133.1091072275667, 1182.4532419186346, 1468.5922840345186, 3785.9434438112016, 2202.891709436771, 9211.540768590397, 1498.7673860565621, 3653.358933728136, 3722.046563250302, 2014.98555729499, 1681.5771034056465, 1840.9741544250396, 3830.285957956971, 630.1207394087827, 2591.0960421044665, 1977.4634508760494, 2258.8564294043695, 1905.4526209847468, 1346.9214917583759, 1615.1494743345788, 2724.8432092509524, 3150.4931810530434, 1735.127197858127, 1954.5845617307907, 845.4282167700728, 2160.7927675579394, 3290.7570780018996, 1780.0380423018275, 5413.5410249665765, 3393.120813730005, 845.4130735776168, 1643.1408945810701, 1772.0577444779856, 1134.9488688116887, 1521.1680114708001, 3245.8256688204438, 2395.1848215637815, 1516.2117294628392, 2689.7433121339322, 860.357775208747, 1175.8786091642617, 1921.7801710250626, 1642.953063314238, 1321.5187589390255, 868.1297839521866, 3946.053154802807, 4435.188433566443, 863.2915060545756, 3052.9112382376284, 2428.1447955903286, 1988.2932655356342, 2718.1639843424805, 877.6443355188478, 2281.482312441771, 1655.9142461807119, 4342.519650839407, 2577.137539700524, 4708.40264267191, 2055.8156270447266, 1278.3983524840792, 1521.8663064460454, 3295.5619042664284, 4840.225433044314, 1628.462236575163, 898.0404381310082, 1887.787794468889, 822.7551035322722, 1071.9490559034937, 824.3381790459042, 2023.7010155409507, 4897.1759068866995, 3290.760607527237, 1220.7930892996155, 4538.0823072202365, 1165.5798853559597, 1326.2032919894743, 1421.5227958835476, 3375.997490501295, 3969.0226792948533, 3304.770160936777, 739.0452811076857, 1676.1643023407748, 4882.840905999689, 3092.3758696148047, 2443.810729977765, 4291.965430283287, 1039.9656901885878, 4192.070974878381, 4536.56679358027, 1105.6383597935048, 1561.8314234694712, 894.8111367324008, 1027.6453927118998, 748.3013702494508, 1186.9516268771, 1545.5266756112824, 1187.2614883214878, 3393.103410266908, 3724.7174095648984, 4172.407221838902, 743.4406653984074, 899.5908116666457, 2216.377476135063, 643.0564091945646, 1314.3563775301682, 893.2310968447589, 909.6451174336976, 2193.9289426098817, 845.4142526736193, 1553.170305866388, 2282.3977310439736, 1395.4683763943642, 1904.470222260846, 940.3653116125759, 1880.1395343472154, 709.5002216939838, 1443.7010364286027, 1608.878034524155, 713.3163859315015, 1450.2547715141377, 2176.940839078465, 628.3358481131044, 4459.810717950424, 2958.495110808358, 675.7809971033531, 3553.7211089575853, 1944.132080478762, 4382.7554851573195, 1050.50482170276, 3772.5640127686215, 753.6911248094432, 1326.2650732212094, 641.46921351949, 5270.240576336503, 654.1049657660402, 845.6807586580052, 633.3240664289561, 2208.7629430834004, 4853.35413197402, 1182.4318725154023, 3008.2103637046707, 678.2915372390827, 3743.7693253876023, 749.4387884659347, 1463.1869443722417, 3289.35169753553, 767.4263573040093, 2333.98055632252, 2171.0228944309924, 2587.6693105963195, 3801.264514557555, 2682.419700737412, 1373.1644067418106, 2199.4197659757056, 3881.543289938204, 744.0885898267326, 873.296155045755, 920.3260063429616, 3135.4977657336244, 1215.3693529860996, 2017.9052328568516, 1819.8884493042012, 834.0534801690135, 3116.8818423764837, 1885.8202005179808, 2912.3250722695984, 1314.9009617672093, 2530.116856934701, 2800.9807273706324, 2314.2524826816602, 3629.0318076383546, 3099.258139860162, 1329.2946887724684, 1853.7872923927507, 4934.835663090144, 2125.703170766169, 973.8430287769561, 4517.011185538183, 6006.836625972952, 1644.3476283208101], \"y\": [76.08111439269062, -72.06067846013867, -6.281183030835787, 76.2212299349761, -36.144507787999956, -15.884378619762842, 96.9762860559796, -28.165043058010113, 63.17640064768691, 22.694539776168607, 47.929656905527594, -17.246174601367393, 35.58164856534505, -44.80841781128882, 22.506640285357264, -3.841538652519941, 84.77696787496113, -24.795708376999922, 2.731150902133863, -27.15857043304322, 41.96915540486769, 15.95275216551053, -5.7850955917868125, 11.046089573860845, -8.428834493949907, 13.360657250985225, -37.00081458861182, 23.162945194586364, 2.0170765009677227, 49.940265158710964, -59.669590732450004, 11.740126313789567, 19.118996599934704, -4.444388235851532, 31.124559035536976, -81.91175446288258, -17.293388353684556, -40.360806318994356, -3.526286843114052, -0.6184456846389816, 64.29912656741882, 52.954199431686085, 57.682862855170974, 25.457957042600402, -13.149432701405077, -2.4267100924386114, 0.1291008712180581, -1.0450042200834495, -68.7013287739428, 31.938142671630047, 69.85019090006197, 3.2595321213552215, -19.202104180022058, 17.481511682439788, 24.77331419638398, -2.1544972921714627, -58.09146348516833, 60.94647822820732, 17.878586296740206, 31.347935865368772, -12.198123939669443, -48.109713280396946, -33.288549622009064, 21.397742938421302, -29.814783179879523, 2.9529624448225222, 13.54129846510476, 28.697132527313784, -19.141235758267545, 66.06176051622874, 74.93098396054747, 11.772473632111968, 56.86135988545881, -2.7333605471939415, -65.40011998349017, 26.66245644899687, 23.285557421366185, 46.494739553488735, -75.30445327500496, 4.7823581048104975, -46.20269423029695, 30.07440490754354, 10.257946787700865, -2.497316303303844, -14.577861796103702, -75.67572535599922, -51.902085513266975, -31.736560093998524, 34.43562055058252, 76.00638864947791, 17.558079283973502, -29.129586057930982, -41.38430150375418, -87.26416698402667, 24.744144429815158, -35.54286277433873, 39.16564665430227, -26.729380321741104, 72.4471205556611, -58.7569570665188, -64.11069452712405, -8.01229963618819, -51.09371754493113, -12.94440581409793, 17.498102521672624, 36.30455588843459, 49.874921003236835, 9.94301275831917, -39.47485788146868, -19.527374333029424, -34.933455610523204, 40.3024830343894, 53.05594826882837, 1.4269665277266066, -81.64049931024358, -19.937112494926154, 6.160377039762863, 29.339358293325766, 23.606807092750294, -38.773095215617055, -13.428891385961304, 27.61313743051541, 56.95801287555091, 16.21012070415099, -9.070488605408102, 35.69754108493131, -3.5434466274602485, -36.2672368242921, -11.47390049159354, -29.65870852033146, 17.56707556270522, 59.76990232876927, 43.50343621628334, -45.40873520257806, 13.409158215352056, -2.7277474708588576, 21.54592863892677, -15.588888902418915, 58.839382011709965, 52.85303054714449, 14.139060162535134, 94.98656017484436, -32.0827852209668, 13.819730558597021, -26.906417857243333, -15.790351425576752, 80.13708385123583, -80.85658449079229, 25.228106286394116, 76.59758341255367, 31.651237087879075, 16.571283011670356, 80.20405518229592, 10.539705957168934, -47.33531256865884, 17.476305782672824, -48.8650875852135, 71.38543868677353, -42.03347690173397, -64.22294543280475, 24.22411696239377, -55.30903318874671, 16.928405595696866, 23.266148320604835, -6.45904332869472, -19.86554548345246, -7.727543315250051, 37.78741069513482, 23.098248922806746, 104.18162431286821, 18.02237815059496, 52.82702668063757, 7.325662247944289, -53.46390176817324, -19.520357482887672, -42.47737601952942, 11.850562659702145, -4.596942575047665, -21.907645004734317, 23.82446226271521, -87.9955767942427, -42.016462824046535, 48.59595603476542, -56.137218398677994, -20.522611073290868, -12.229354118423023, 30.50306308543249, 22.64836361138179, -62.83477044056459, -13.14474841463676, -21.061279316544482, 18.24797459914866, 78.65556730549592, 22.540649880950163, -58.80502918707096, 50.74364066839219, 6.667290428308788, -77.10607078960322, 32.32713692513633, -87.17822327598363, 84.4876440544599, -1.7923974497631878, -16.36591189653821, -23.324967900705815, 50.83322459361551, -14.270918553827146, -38.28150608589468, 37.071986291925334, 0.04973193999509926, -46.749002103607, -40.30645787606912, -55.08958553238005, -55.856744551477874, 77.36417311920756, 18.078691852592087, -49.91418084777794, 50.68546673334265, -24.24626230470712, -22.056367314441548, 10.62832425847841, 52.14196110051516, 62.815309875253114, -20.818263866315018, -24.94415387721741, 70.1885782314205, 37.02262127530905, -29.060134133409935, 3.2788539245615556, -48.19501395492507, 12.412610674437289, 50.10358989989581, -20.908737992685804, -40.217776859658024, -14.562193688244758, 25.889639921697295, -0.4286460608096033, 84.78040240679844, -79.07343149876421, -57.695260940200995, 29.98968794880771, 17.514488244637665, -65.09990780505983, -52.68842088714311, -85.79700550995834, -61.08722639117057, -5.27711059914696, 34.15250565799055, 8.374616979796176, -32.77196225389124, -21.804699511151032, 57.87395740226762, -19.485165512150402, -21.609060495861108, 29.544368543963348, -14.18124921839706, -89.60483223988234, 19.211547776965247, -57.63416281374734, -39.801265137402105, -77.43558921371772, -50.898811433240425, 1.939124717448774, -7.859681642787383, -12.750948894058721, -44.29959949608029, 44.88857283055005, 15.658657098803006, -38.97488250703407, -32.145540315549646, -27.24190951000925, -17.77203184476529, -17.728874649302913, 50.796592661825784, -22.29098779790921, 32.25571397237779, -40.51336309788519, -68.21788049200597, 51.81421960194005, -22.227776304472656, 36.39784159149506, -45.97617239624502, -34.61075803730623, 52.26540261192608, 17.465871166939294, -32.52040471042511, -22.125975515552774, -40.7508581864569, 37.617190546384215, 5.778364005460851, -39.02498569141776, -45.18527560990961, -7.178344086963043, -30.507846544731976, 18.352493629738984, -61.68646463110816, -5.205244394483332, 99.23276262586452, -43.56227076213418, 100.25463750102944, -3.81053876515958, 80.39164245751266, -9.361959925248993, -26.574614789590974, -50.80152074544959, -67.6397911022829, -19.073642443369124, -72.55904475378888, 39.999614426973004, 11.46144975883151, -25.746801354056227, -43.281325954454154, -41.911669188709304, -33.416441773787376, 32.124072725661925, -3.5135594592235977, -62.3757997619159, 15.820729506547686, 16.563870969957147, -42.91860617239099, -29.903432695327375, 32.70366849261278, -60.551280108178034, -11.901913330039392, 14.05811717919432, 58.72783878302388, -81.30735277287806, -71.12336816835776, -18.412165614502843, -1.6465683007714553, 5.631463556700622, 56.68781555160732, 90.20567856083942, 11.444509483795215, 24.159330646652492, 4.023878078917582, 4.075230581086416, -17.98612890632112, -52.254760446056586, 1.3598388895035007, 0.36533880238308064, -5.183292296792527, -44.62568456074796, 22.052539089996092, -47.79531027193436, -77.35661964787641, 60.62359240666307, -95.49654064739002, 10.118700641997888, -34.03280124230462, -13.637067441073405, 31.43882431868099, -10.321559153132329, -63.585143530181426, 16.07224295406745, -5.417896442332691, 57.13082385006484, -2.9242306827127686, 28.927380599610434, 67.29540217294745, -53.84086364975463, -42.320852289760616, 22.071356982620056, 37.98147987613704, -32.46543797193555, -5.550824656327854, -39.87509484896093, 69.1514469491694, 6.898402835650338, -23.367867693229908, -5.774529663681077, -61.65659253197257, 29.63506602886002, 24.102035341461576, -89.59728354245338, -5.483568274929209, 68.87776952830521, 49.602747706205285, 8.666210942952395, 6.398245073623839, 8.66103192404436, 74.6979098883663, -36.97780577341708, 26.912328052552674, 5.297480214567139, 8.100678659874134, -18.687010914194047, 76.8364944764831, 92.41150110616722, 3.855618910377931, 13.576030048377378, 25.451994273949495, -74.54989226610776, -44.128470712477764, -7.108917855078712, -35.38102945548378, 14.306536192198713, 12.644083156070755, 15.86855789188406, 36.20642633862853, 7.291072056156757, 2.017926544799021, 4.488893087047155, -38.22746794925979, 7.3458532410583794, 25.413658681935804, 18.12917638510714, -90.46900355627508, -41.506911956498726, 23.09645782754269, -54.97208305856275, -19.349913659258547, 36.796732704039286, 31.539928330675437, 44.84071327989904, 0.39572852173731854, 75.61149773726555, 79.91678744919864, -25.88586059849743, 14.574764874801684, 94.27775274569721, -2.8479911558488067, 24.19332788712739, 45.11366653694267, 38.41376286564083, -29.550092360283035, -82.34684083214492, 23.584711624215302, -59.88262634172052, 8.500603619345853, 28.856786098868728, 7.76816117819938, -12.558801771907158, -38.35005544431493, 11.518986449217989, 32.116978293839175, -14.239234868072447, -28.166038824729437, 13.605228752393378, 54.57209069800131, 16.060463854017797, -100.55340060748662, 0.2977477387346315, 21.26856056050499, 38.420523136665025, 21.49476728806061, -4.459511830267125, 51.607023940694475, 3.44165285128801, 8.075989072462178, 11.162265976019253, 20.35827192079902, 80.73356946168113, -59.59397322924822, -18.655295065795023, -19.608413824574118, 36.65975347569159, -69.50424332622012, -2.0798351617985276, -27.443813127995927, 98.37903521966986, -35.703797583095934, 62.00407875674879, -55.810435236438195, 18.4716198161492, 23.914680524139225, -43.175699776617016, -27.686048909743683, 47.60430564719615, 46.96103464471844, 41.83293301212701, 26.147700250278636, 25.828587397151267, 33.27798707575952, 34.48658729756419, -9.334275999087964, 31.25539552555372, 33.1793427568869, -82.82566853123826, 38.40580885666094, 26.35309998532857, 13.66265782571415, 27.111690841697694, -20.920212162450007, 15.440672234865827, -10.330427520011403, -66.87588949444503, 19.598909007531955, -37.285076916588, 32.03599230442103, -0.27345078589762645, -35.94102434162665, 51.82294363983702, -53.01915776406141, -11.216729133999873, -18.461840221113395, -44.250741769828004, 55.55091299939862, 19.827005088974868, 4.180428737081344, 52.99362263437874, -2.6520664296303504, -59.847406341911444, -21.191475972974136, -40.27703875890657, -4.894574663747192, 2.4035122337140176, 88.45724873914132, -61.369962617016775, -20.326620483606845, -50.53667356834135, 13.70300640108401, -37.20003160057687, -22.47150930154599, 89.45174403162494, 48.17204219215151, -1.3223164251127244, 94.30492225455914, 10.231219070776534, 40.61279142606224, 17.195470196701066, 16.842697314402418, 63.61796073592062, 73.67259310602502, 24.949208771687452, 25.892407403258403, 46.12526591339004, 35.02778569313286, -12.14810216011154, 20.628853914740276, -18.29608818632191, -48.89930101055524, -11.72741908807698, -33.098589983842864, 102.85975904069727, 76.9023678693326, 17.52282617680541, 1.7426163453808121, -29.351685812818076, 41.057632376881976, 91.8588444283882, 3.325072454822322, -41.74455992265266, 3.525363199000359, 22.42135666350903, -2.224336434792149, 48.058792442077056, 79.7132925122457, 12.548777945186277, 19.67626593430511, -28.040407224987877, -34.45798671985199, -40.927565012605854, 12.857848673316017, -61.56876111627568, 107.01381242357814, 33.34517898849658, 37.16069269149779, -3.645572682866021, 2.1290188473196934, 22.754200122386635, 11.323454104300192, -41.452606949390066, 28.24608235484152, -46.476773062335454, 73.60273590250716, -47.224377650370656, -46.361379439746194, 60.81190459120575, 70.52731437182618, 58.81594992519183, 38.82794760864675, -59.37259941605858, 67.75176044003796, -68.39713247849426, -7.166980517195361, -16.206388253082515, 48.22055189078332, 36.27761780983904, -15.939164440106161, 5.830447345505347, 41.143679089147916, -65.3458125324438, 18.834016782021173, -14.680046970629597, -1.9638804356245494, 11.834083345913998, 52.24470841322954, -18.12131989753834, 37.239669532642914, -22.340676272832226, -44.50504098568797, 34.19474781462956, -23.63621751265999, 58.83095791035579, -50.5099408843145, 68.65166914101837, -15.708453173804575, -63.70236030968453, -26.96431492281957, -20.79077627329361, -61.68646463110816, -5.205244394483332, 99.23276262586452, -43.56227076213418, 100.25463750102944, -3.81053876515958, 80.39164245751266, -9.361959925248993, -26.574614789590974, -50.80152074544959, -67.6397911022829, -19.073642443369124, -72.55904475378888, 39.999614426973004, 11.46144975883151, -25.746801354056227, -43.281325954454154, -41.911669188709304, -33.416441773787376, 32.124072725661925, -3.5135594592235977, -62.3757997619159, 15.820729506547686, 16.563870969957147, -42.91860617239099, -29.903432695327375, 32.70366849261278, -60.551280108178034, -11.901913330039392, 14.05811717919432, 58.72783878302388, -81.30735277287806, -71.12336816835776, -18.412165614502843, -1.6465683007714553, 5.631463556700622, 56.68781555160732, 90.20567856083942, 11.444509483795215, 24.159330646652492, 4.023878078917582, 4.075230581086416, -17.98612890632112, -52.254760446056586, 1.3598388895035007, 0.36533880238308064, -5.183292296792527, -44.62568456074796, 22.052539089996092, -47.79531027193436, -77.35661964787641, 60.62359240666307, -95.49654064739002, 10.118700641997888, -34.03280124230462, -13.637067441073405, 31.43882431868099, -10.321559153132329, -63.585143530181426, 16.07224295406745, -5.417896442332691, 57.13082385006484, -2.9242306827127686, 28.927380599610434, 67.29540217294745, -53.84086364975463, -42.320852289760616, 22.071356982620056, 37.98147987613704, -32.46543797193555, -5.550824656327854, -39.87509484896093, 69.1514469491694, 6.898402835650338, -23.367867693229908, -5.774529663681077, -61.65659253197257, 29.63506602886002, 24.102035341461576, -89.59728354245338, -5.483568274929209, 68.87776952830521, 49.602747706205285, 8.666210942952395, 6.398245073623839, 8.66103192404436, 74.6979098883663, -36.97780577341708, 26.912328052552674, 5.297480214567139, 8.100678659874134, -18.687010914194047, 76.8364944764831, 92.41150110616722, 3.855618910377931, 13.576030048377378, 25.451994273949495, -74.54989226610776, -44.128470712477764, -7.108917855078712, -35.38102945548378, 14.306536192198713, 12.644083156070755, 15.86855789188406, 36.20642633862853, 7.291072056156757, 2.017926544799021, 4.488893087047155, -38.22746794925979, 7.3458532410583794, 25.413658681935804, 18.12917638510714, -90.46900355627508, -41.506911956498726, 23.09645782754269, -54.97208305856275, -19.349913659258547, 36.796732704039286, 31.539928330675437, 44.84071327989904, 0.39572852173731854, 75.61149773726555, 79.91678744919864, -25.88586059849743, 14.574764874801684, 94.27775274569721, -2.8479911558488067, 24.19332788712739, 45.11366653694267, 38.41376286564083, -29.550092360283035, -82.34684083214492, 23.584711624215302, -59.88262634172052, 8.500603619345853, 28.856786098868728, 7.76816117819938, -12.558801771907158, -38.35005544431493, 11.518986449217989, 32.116978293839175, -14.239234868072447, -28.166038824729437, 13.605228752393378, 54.57209069800131, 16.060463854017797, -100.55340060748662, 0.2977477387346315, 21.26856056050499, 38.420523136665025, 21.49476728806061, -4.459511830267125, 51.607023940694475, 3.44165285128801, 8.075989072462178, 11.162265976019253, 20.35827192079902, 80.73356946168113, -59.59397322924822, -18.655295065795023, -19.608413824574118, 36.65975347569159, -69.50424332622012, -2.0798351617985276, -27.443813127995927, 98.37903521966986, -35.703797583095934, 62.00407875674879, -55.810435236438195, 18.4716198161492, 23.914680524139225, -43.175699776617016, -27.686048909743683, 47.60430564719615, 46.96103464471844, 41.83293301212701, 26.147700250278636, 25.828587397151267, 33.27798707575952, 34.48658729756419, -9.334275999087964, 31.25539552555372, 33.1793427568869, -82.82566853123826, 38.40580885666094, 26.35309998532857, 13.66265782571415, 27.111690841697694, -20.920212162450007, 15.440672234865827, -10.330427520011403, -66.87588949444503, 19.598909007531955, -37.285076916588, 32.03599230442103, -0.27345078589762645, -35.94102434162665, 51.82294363983702, -53.01915776406141, -11.216729133999873, -18.461840221113395, -44.250741769828004, 55.55091299939862, 19.827005088974868, 4.180428737081344, 52.99362263437874, -2.6520664296303504, -59.847406341911444, -21.191475972974136, -40.27703875890657, -4.894574663747192, 2.4035122337140176, 88.45724873914132, -61.369962617016775, -20.326620483606845, -50.53667356834135, 13.70300640108401, -37.20003160057687, -22.47150930154599, 89.45174403162494, 48.17204219215151, -1.3223164251127244, 94.30492225455914, 10.231219070776534, 40.61279142606224, 17.195470196701066, 16.842697314402418, 63.61796073592062, 73.67259310602502, 24.949208771687452, 25.892407403258403, 46.12526591339004, 35.02778569313286, -12.14810216011154, 20.628853914740276, -18.29608818632191, -48.89930101055524, -11.72741908807698, -33.098589983842864, 102.85975904069727, 76.9023678693326, 17.52282617680541, 1.7426163453808121, -29.351685812818076, 41.057632376881976, 91.8588444283882, 3.325072454822322, -41.74455992265266, 3.525363199000359, 22.42135666350903, -2.224336434792149, 48.058792442077056, 79.7132925122457, 12.548777945186277, 19.67626593430511, -28.040407224987877, -34.45798671985199, -40.927565012605854, 12.857848673316017, -61.56876111627568, 107.01381242357814, 33.34517898849658, 37.16069269149779, -3.645572682866021, 2.1290188473196934, 22.754200122386635, 11.323454104300192, -41.452606949390066, 28.24608235484152, -46.476773062335454, 73.60273590250716, -47.224377650370656, -46.361379439746194, 60.81190459120575, 70.52731437182618, 58.81594992519183, 38.82794760864675, -59.37259941605858, 67.75176044003796, -68.39713247849426, -7.166980517195361, -16.206388253082515, 48.22055189078332, 36.27761780983904, -15.939164440106161, 5.830447345505347, 41.143679089147916, -65.3458125324438, 18.834016782021173, -14.680046970629597, -1.9638804356245494, 11.834083345913998, 52.24470841322954, -18.12131989753834, 37.239669532642914, -22.340676272832226, -44.50504098568797, 34.19474781462956, -23.63621751265999, 58.83095791035579, -50.5099408843145, 68.65166914101837, -15.708453173804575, -63.70236030968453, -26.96431492281957, -20.79077627329361, -61.68646463110816, -5.205244394483332, 99.23276262586452, -43.56227076213418, 100.25463750102944, -3.81053876515958, 80.39164245751266, -9.361959925248993, -26.574614789590974, -50.80152074544959, -67.6397911022829, -19.073642443369124, -72.55904475378888, 39.999614426973004, 11.46144975883151, -25.746801354056227, -43.281325954454154, -41.911669188709304, -33.416441773787376, 32.124072725661925, -3.5135594592235977, -62.3757997619159, 15.820729506547686, 16.563870969957147, -42.91860617239099, -29.903432695327375, 32.70366849261278, -60.551280108178034, -11.901913330039392, 14.05811717919432, 58.72783878302388, -81.30735277287806, -71.12336816835776, -18.412165614502843, -1.6465683007714553, 5.631463556700622, 56.68781555160732, 90.20567856083942, 11.444509483795215, 24.159330646652492, 4.023878078917582, 4.075230581086416, -17.98612890632112, -52.254760446056586, 1.3598388895035007, 0.36533880238308064, -5.183292296792527, -44.62568456074796, 22.052539089996092, -47.79531027193436, -77.35661964787641, 60.62359240666307, -95.49654064739002, 10.118700641997888, -34.03280124230462, -13.637067441073405, 31.43882431868099, -10.321559153132329, -63.585143530181426, 16.07224295406745, -5.417896442332691, 57.13082385006484, -2.9242306827127686, 28.927380599610434, 67.29540217294745, -53.84086364975463, -42.320852289760616, 22.071356982620056, 37.98147987613704, -32.46543797193555, -5.550824656327854, -39.87509484896093, 69.1514469491694, 6.898402835650338, -23.367867693229908, -5.774529663681077, -61.65659253197257, 29.63506602886002, 24.102035341461576, -89.59728354245338, -5.483568274929209, 68.87776952830521, 49.602747706205285, 8.666210942952395, 6.398245073623839, 8.66103192404436, 74.6979098883663, -36.97780577341708, 26.912328052552674, 5.297480214567139, 8.100678659874134, -18.687010914194047, 76.8364944764831, 92.41150110616722, 3.855618910377931, 13.576030048377378, 25.451994273949495, -74.54989226610776, -44.128470712477764, -7.108917855078712, -35.38102945548378, 14.306536192198713, 12.644083156070755, 15.86855789188406, 36.20642633862853, 7.291072056156757, 2.017926544799021, 4.488893087047155, -38.22746794925979, 7.3458532410583794, 25.413658681935804, 18.12917638510714, -90.46900355627508, -41.506911956498726, 23.09645782754269, -54.97208305856275, -19.349913659258547, 36.796732704039286, 31.539928330675437, 44.84071327989904, 0.39572852173731854, 75.61149773726555, 79.91678744919864, -25.88586059849743, 14.574764874801684, 94.27775274569721, -2.8479911558488067, 24.19332788712739, 45.11366653694267, 38.41376286564083, -29.550092360283035, -82.34684083214492, 23.584711624215302, -59.88262634172052, 8.500603619345853, 28.856786098868728, 7.76816117819938, -12.558801771907158, -38.35005544431493, 11.518986449217989, 32.116978293839175, -14.239234868072447, -28.166038824729437, 13.605228752393378, 54.57209069800131, 16.060463854017797, -100.55340060748662, 0.2977477387346315, 21.26856056050499, 38.420523136665025, 21.49476728806061, -4.459511830267125, 51.607023940694475, 3.44165285128801, 8.075989072462178, 11.162265976019253, 20.35827192079902, 80.73356946168113, -59.59397322924822, -18.655295065795023, -19.608413824574118, 36.65975347569159, -69.50424332622012, -2.0798351617985276, -27.443813127995927, 98.37903521966986, -35.703797583095934, 62.00407875674879, -55.810435236438195, 18.4716198161492, 23.914680524139225, -43.175699776617016, -27.686048909743683, 47.60430564719615, 46.96103464471844, 41.83293301212701, 26.147700250278636, 25.828587397151267, 33.27798707575952, 34.48658729756419, -9.334275999087964, 31.25539552555372, 33.1793427568869, -82.82566853123826, 38.40580885666094, 26.35309998532857, 13.66265782571415, 27.111690841697694, -20.920212162450007, 15.440672234865827, -10.330427520011403, -66.87588949444503, 19.598909007531955, -37.285076916588, 32.03599230442103, -0.27345078589762645, -35.94102434162665, 51.82294363983702, -53.01915776406141, -11.216729133999873, -18.461840221113395, -44.250741769828004, 55.55091299939862, 19.827005088974868, 4.180428737081344, 52.99362263437874, -2.6520664296303504, -59.847406341911444, -21.191475972974136, -40.27703875890657, -4.894574663747192, 2.4035122337140176, 88.45724873914132, -61.369962617016775, -20.326620483606845, -50.53667356834135, 13.70300640108401, -37.20003160057687, -22.47150930154599, 89.45174403162494, 48.17204219215151, -1.3223164251127244, 94.30492225455914, 10.231219070776534, 40.61279142606224, 17.195470196701066, 16.842697314402418, 63.61796073592062, 73.67259310602502, 24.949208771687452, 25.892407403258403, 46.12526591339004, 35.02778569313286, -12.14810216011154, 20.628853914740276, -18.29608818632191, -48.89930101055524, -11.72741908807698, -33.098589983842864, 102.85975904069727, 76.9023678693326, 17.52282617680541, 1.7426163453808121, -29.351685812818076, 41.057632376881976, 91.8588444283882, 3.325072454822322, -41.74455992265266, 3.525363199000359, 22.42135666350903, -2.224336434792149, 48.058792442077056, 79.7132925122457, 12.548777945186277, 19.67626593430511, -28.040407224987877, -34.45798671985199, -40.927565012605854, 12.857848673316017, -61.56876111627568, 107.01381242357814, 33.34517898849658, 37.16069269149779, -3.645572682866021, 2.1290188473196934, 22.754200122386635, 11.323454104300192, -41.452606949390066, 28.24608235484152, -46.476773062335454, 73.60273590250716, -47.224377650370656, -46.361379439746194, 60.81190459120575, 70.52731437182618, 58.81594992519183, 38.82794760864675, -59.37259941605858, 67.75176044003796, -68.39713247849426, -7.166980517195361, -16.206388253082515, 48.22055189078332, 36.27761780983904, -15.939164440106161, 5.830447345505347, 41.143679089147916, -65.3458125324438, 18.834016782021173, -14.680046970629597, -1.9638804356245494, 11.834083345913998, 52.24470841322954, -18.12131989753834, 37.239669532642914, -22.340676272832226, -44.50504098568797, 34.19474781462956, -23.63621751265999, 58.83095791035579, -50.5099408843145, 68.65166914101837, -15.708453173804575, -63.70236030968453, -26.96431492281957, -20.79077627329361, -61.68646463110816, -5.205244394483332, 99.23276262586452, -43.56227076213418, 100.25463750102944, -3.81053876515958, 80.39164245751266, -9.361959925248993, -26.574614789590974, -50.80152074544959, -67.6397911022829, -19.073642443369124, -72.55904475378888, 39.999614426973004, 11.46144975883151, -25.746801354056227, -43.281325954454154, -41.911669188709304, -33.416441773787376, 32.124072725661925, -3.5135594592235977, -62.3757997619159, 15.820729506547686, 16.563870969957147, -42.91860617239099, -29.903432695327375, 32.70366849261278, -60.551280108178034, -11.901913330039392, 14.05811717919432, 58.72783878302388, -81.30735277287806, -71.12336816835776, -18.412165614502843, -1.6465683007714553, 5.631463556700622, 56.68781555160732, 90.20567856083942, 11.444509483795215, 24.159330646652492, 4.023878078917582, 4.075230581086416, -17.98612890632112, -52.254760446056586, 1.3598388895035007, 0.36533880238308064, -5.183292296792527, -44.62568456074796, 22.052539089996092, -47.79531027193436, -77.35661964787641, 60.62359240666307, -95.49654064739002, 10.118700641997888, -34.03280124230462, -13.637067441073405, 31.43882431868099, -10.321559153132329, -63.585143530181426, 16.07224295406745, -5.417896442332691, 57.13082385006484, -2.9242306827127686, 28.927380599610434, 67.29540217294745, -53.84086364975463, -42.320852289760616, 22.071356982620056, 37.98147987613704, -32.46543797193555, -5.550824656327854, -39.87509484896093, 69.1514469491694, 6.898402835650338, -23.367867693229908, -5.774529663681077, -61.65659253197257, 29.63506602886002, 24.102035341461576, -89.59728354245338, -5.483568274929209, 68.87776952830521, 49.602747706205285, 8.666210942952395, 6.398245073623839, 8.66103192404436, 74.6979098883663, -36.97780577341708, 26.912328052552674, 5.297480214567139, 8.100678659874134, -18.687010914194047, 76.8364944764831, 92.41150110616722, 3.855618910377931, 13.576030048377378, 25.451994273949495, -74.54989226610776, -44.128470712477764, -7.108917855078712, -35.38102945548378, 14.306536192198713, 12.644083156070755, 15.86855789188406, 36.20642633862853, 7.291072056156757, 2.017926544799021, 4.488893087047155, -38.22746794925979, 7.3458532410583794, 25.413658681935807, 18.12917638510714, -90.46900355627508, -41.506911956498726, 23.09645782754269, -54.97208305856275, -19.349913659258547, 36.796732704039286, 31.539928330675437, 44.84071327989904, 0.39572852173731854, 75.61149773726555, 79.91678744919864, -25.88586059849743, 14.574764874801684, 94.27775274569721, -2.8479911558488067, 24.19332788712739, 45.11366653694267, 38.41376286564083, -29.550092360283035, -82.34684083214492, 23.584711624215302, -59.88262634172052, 8.500603619345853, 28.856786098868728, 7.76816117819938, -12.558801771907158, -38.35005544431493, 11.518986449217989, 32.116978293839175, -14.239234868072447, -28.166038824729437, 13.605228752393378, 54.57209069800131, 16.060463854017797, -100.55340060748662, 0.2977477387346315, 21.26856056050499, 38.420523136665025, 21.49476728806061, -4.459511830267125, 51.607023940694475, 3.44165285128801, 8.075989072462178, 11.162265976019253, 20.35827192079902, 80.73356946168113, -59.59397322924822, -18.655295065795023, -19.608413824574118, 36.65975347569159, -69.50424332622012, -2.0798351617985276, -27.443813127995927, 98.37903521966986, -35.703797583095934, 62.00407875674879, -55.810435236438195, 18.4716198161492, 23.914680524139225, -43.175699776617016, -27.686048909743683, 47.60430564719615, 46.96103464471844, 41.83293301212701, 26.147700250278636, 25.828587397151267, 33.27798707575952, 34.48658729756419, -9.334275999087964, 31.25539552555372, 33.1793427568869, -82.82566853123826, 38.40580885666094, 26.35309998532857, 13.66265782571415, 27.111690841697694, -20.920212162450007, 15.440672234865827, -10.330427520011403, -66.87588949444503, 19.598909007531955, -37.285076916588, 32.03599230442103, -0.27345078589762645, -35.94102434162665, 51.82294363983702, -53.01915776406141, -11.216729133999873, -18.461840221113395, -44.250741769828004, 55.55091299939862, 19.827005088974868, 4.180428737081344, 52.99362263437874, -2.6520664296303504, -59.847406341911444, -21.191475972974136, -40.27703875890657, -4.894574663747192, 2.4035122337140176, 88.45724873914132, -61.369962617016775, -20.326620483606845, -50.53667356834135, 13.70300640108401, -37.20003160057687, -22.47150930154599, 89.45174403162494, 48.17204219215151, -1.3223164251127244, 94.30492225455914, 10.231219070776534, 40.61279142606224, 17.195470196701066, 16.842697314402418, 63.61796073592062, 73.67259310602502, 24.949208771687452, 25.892407403258403, 46.12526591339004, 35.02778569313286, -12.14810216011154, 20.628853914740276, -18.29608818632191, -48.89930101055524, -11.72741908807698, -33.098589983842864, 102.85975904069727, 76.9023678693326, 17.52282617680541, 1.7426163453808121, -29.351685812818076, 41.057632376881976, 91.8588444283882, 3.325072454822322, -41.74455992265266, 3.525363199000359, 22.42135666350903, -2.224336434792149, 48.058792442077056, 79.7132925122457, 12.548777945186277, 19.67626593430511, -28.040407224987877, -34.45798671985199, -40.927565012605854, 12.857848673316017, -61.56876111627568, 107.01381242357814, 33.34517898849658, 37.16069269149779, -3.645572682866021, 2.1290188473196934, 22.754200122386635, 11.323454104300192, -41.452606949390066, 28.24608235484152, -46.476773062335454, 73.60273590250716, -47.224377650370656, -46.361379439746194, 60.81190459120575, 70.52731437182618, 58.81594992519183, 38.82794760864675, -59.37259941605858, 67.75176044003796, -68.39713247849426, -7.166980517195361, -16.206388253082515, 48.22055189078332, 36.27761780983904, -15.939164440106161, 5.830447345505347, 41.143679089147916, -65.3458125324438, 18.834016782021173, -14.680046970629597, -1.9638804356245494, 11.834083345913998, 52.24470841322954, -18.12131989753834, 37.239669532642914, -22.340676272832226, -44.50504098568797, 34.19474781462956, -23.63621751265999, 58.83095791035579, -50.5099408843145, 68.65166914101839, -15.708453173804575, -63.70236030968453, -26.96431492281958, -20.79077627329361]}, {\"marker\": {\"color\": \"rgba(0, 255, 200, 0.8)\"}, \"mode\": \"markers\", \"name\": \"Cluster 3\", \"type\": \"scatter\", \"x\": [], \"y\": []}, {\"marker\": {\"color\": \"rgba(255, 255, 100, 0.8)\"}, \"mode\": \"markers\", \"name\": \"Cluster 4\", \"type\": \"scatter\", \"x\": [], \"y\": []}],                        {\"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"Visualizing Clusters in Two Dimensions Using PCA\"}, \"xaxis\": {\"ticklen\": 5, \"title\": {\"text\": \"PC1\"}, \"zeroline\": false}, \"yaxis\": {\"ticklen\": 5, \"title\": {\"text\": \"PC2\"}, \"zeroline\": false}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('4a76bcbe-bde9-4660-bc23-615068b8e182');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_k_means_2D(df,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:31.437155Z",
     "start_time": "2021-02-16T07:36:30.832506Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "linkText": "Export to plot.ly",
        "plotlyServerURL": "https://plot.ly",
        "showLink": false
       },
       "data": [
        {
         "marker": {
          "color": "rgba(255, 128, 255, 0.8)"
         },
         "mode": "markers",
         "name": "Cluster 1",
         "type": "scatter3d",
         "x": [
          1503.1986769667374,
          1787.7886222421714,
          2477.08031682082,
          1543.1638532252728,
          1829.8297041706478,
          1844.2340942640035,
          836.3547593020222,
          1556.952972391683,
          1203.2532694121383,
          4536.126594841473,
          3583.023069978503,
          900.5595161594614,
          888.3439608896057,
          2580.8259252091884,
          4026.0073052281878,
          2676.91928611428,
          953.3051853494484,
          2631.8589265140827,
          1201.9863340035038,
          2370.7593028698498,
          3348.486324555932,
          3072.2378295906715,
          2460.4411454082046,
          858.537688866915,
          1051.9201238096211,
          1521.8600981529712,
          2129.4876681093288,
          621.715193586883,
          1662.8050970764891,
          953.2413130875623,
          1862.6337761191733,
          918.4797677188959,
          3709.6161140115173,
          2610.3079505165424,
          803.0105945615859,
          5733.978816733645,
          4743.073538842056,
          3028.444845625239,
          5137.596441680599,
          4068.145521554067,
          936.8980758662593,
          1357.533738632118,
          1083.2625121274534,
          3142.3599086113186,
          3322.031387208212,
          1589.4547438486377,
          1736.0248491705458,
          777.0312524151803,
          3789.6930200171614,
          2507.192115323978,
          2513.974209095112,
          890.9983254580361,
          2837.095831646503,
          3776.1766995758617,
          3127.0377400791003,
          1042.0534776603465,
          4470.5122324996755,
          1887.7992640597245,
          1397.4240182294238,
          3418.1860843716377,
          1456.7351669383734,
          1318.1226007969806,
          721.7546028666653,
          868.078090224917,
          2535.1992655490444,
          1201.9959488106088,
          4562.575284940821,
          1015.3969561928436,
          4989.425516562624,
          992.8718719464066,
          1523.150678865974,
          1207.5075968573187,
          3027.8094061755423,
          1545.4978430218669,
          2421.2330318434247,
          2718.1856784397314,
          3126.999473437405,
          3597.6433837973395,
          5064.17579278964,
          5220.352890668274,
          1434.0472431446115,
          3855.6857551665553,
          3326.5096783323124,
          1633.4150507082636,
          3266.062239358089,
          1016.547122753812,
          3661.509361005848,
          5463.316950600438,
          3084.6123644459326,
          805.9496849879652,
          1615.1810491737856,
          1643.5045563552603,
          2180.0074375722793,
          3213.9261892344584,
          2718.140291158611,
          1106.6251692584585,
          1686.2248168563335,
          2044.4620112235689,
          2193.707618354068,
          7034.391198558759,
          1104.6884847173417,
          4177.20653091385,
          636.1312041212597,
          2143.975522458124,
          1074.4336543281665,
          909.6732099765491,
          3262.7439486855997,
          3860.598771378694,
          1859.0565902541541,
          929.8133314249894,
          2799.4731926044005,
          1377.9217425229301,
          2921.1791106419137,
          1736.0457729535842,
          5528.864627315156,
          3481.7104831529864,
          1017.5955054210272,
          2041.632997663127,
          3142.330735924181,
          1289.0208070639274,
          1681.1264078313066,
          1026.6961491423485,
          1474.828290876032,
          720.7900432890457,
          4677.974939158268,
          1578.271130506786,
          3537.3269268899594,
          961.4337622827991,
          2077.402887458368,
          705.8393790339314,
          1026.4853541029668,
          1183.2030862044685,
          3392.4672409810496,
          4454.123678194412,
          3409.82104809983,
          2710.2348092212005,
          902.0341071870622,
          2763.9122263640556,
          806.2628582187647,
          1368.1959778846046,
          1194.8999245781915,
          1169.951565417769,
          913.5637639760944,
          664.1311896956388,
          6925.178000073955,
          2232.477837984509,
          1216.9255989861163,
          5880.509303586167,
          706.9980382490681,
          814.618922774782,
          1094.7093764995207,
          766.0789610192417,
          1254.2273024019928,
          2029.2506481528287,
          4860.9823967899765,
          2351.7175027555686,
          641.5151904792533,
          2148.397658732925,
          3028.401777750221,
          1038.7635640125582,
          3111.70966693349,
          1232.7327356924554,
          3184.139766614599,
          2973.829571882028,
          1065.9400670158918,
          3501.0300834871628,
          2682.8273753546655,
          643.322003493507,
          2185.3465152971844,
          632.0690923209401,
          1615.192995249557,
          2423.0539376154447,
          1583.6695056818262,
          970.3962719766248,
          1409.290645791917,
          708.2356357502871,
          652.7714494853017,
          3537.3018737594894,
          3269.232226687555,
          632.3766653388258,
          1600.9897345973093,
          1326.241429108587,
          2761.2598022628777,
          1808.0944172939583,
          2530.0666082568077,
          2853.8907380311052,
          2465.2021825586216,
          3503.9136213654997,
          4958.551667793847,
          4378.211653854446,
          1012.354720069518,
          2439.637431787935,
          1543.2062705240764,
          834.1306587258379,
          1046.866740444289,
          1962.166317756535,
          3531.547584820676,
          5209.313950278293,
          824.344916637513,
          1343.9500874310133,
          1310.2461865403386,
          1662.7258786852456,
          1226.8961059521428,
          636.7124623020613,
          953.2605741980597,
          2925.7636600545857,
          3720.40654260772,
          2268.2192318623065,
          2084.97205126485,
          1221.5910577677525,
          2740.090912457576,
          5255.059699623917,
          719.2779636966138,
          840.6060081403791,
          1026.495273170743,
          695.4295544134737,
          933.2876329706286,
          1511.0809130065418,
          1265.4031109546386,
          846.5420677927964,
          2881.206545210617,
          2322.034338060448,
          2128.4856671716434,
          2242.2850714563006,
          2501.9909370128867,
          941.6543524497918,
          690.5386952867874,
          1201.9947946795814,
          5600.1594343794395,
          641.462729487301,
          2359.7332434893747,
          2930.2914694942156,
          2964.5106482897436,
          772.0928543844757,
          1004.0157242428911,
          2054.3278401050393,
          628.3329810645313,
          1129.6862831631104,
          861.0922590098269,
          2908.711948051764,
          1002.5179468037026,
          854.2768211876995,
          1120.916492440715,
          5525.456163216984,
          633.9333994445037,
          1384.2917058098074,
          3011.3515935790906,
          1709.5556492314884,
          961.5009188017596,
          1104.2405691616214,
          1853.7708102053566,
          2948.958318822234,
          3134.056049593111,
          3743.796621877292,
          3210.1297026295274,
          2828.2944332681295,
          834.062754818674,
          622.6768231260424,
          661.6731277296193,
          4280.97843242765,
          822.6100490173425,
          853.0192005155919,
          2410.4533572856726,
          1179.0142376048816,
          708.2052232788853,
          1866.1562976515663,
          978.4940235515157,
          881.4630736554242,
          721.7695470530464,
          813.1072319342837,
          4098.421626679555,
          4784.346846905407,
          2423.0070007517434,
          1868.7375773128852,
          866.9729116297304,
          916.0501520652301,
          5136.246361750746,
          722.2060117086571,
          2706.5006733990826,
          1590.2674137416577,
          2327.0858456293763,
          657.7959936989711,
          2827.928966429146,
          3168.1639986122223,
          3235.718584026718,
          1313.3410756129313,
          3808.2591791261807,
          2828.962623136758,
          654.642669451058,
          3284.1959017443833,
          6900.154509990204,
          748.9392122561393,
          7042.964757491351,
          2805.243481172539,
          8003.281624793706,
          4389.699925006591,
          908.3261309361628,
          3368.6761317412384,
          900.3549015866711,
          1793.8795699991338,
          1976.108450254991,
          695.6137919064953,
          1427.79804790311,
          4117.7138159005135,
          1307.067718634981,
          1377.33390566295,
          4917.724531434136,
          3816.6041120664668,
          641.4397506839044,
          1678.2060257728297,
          3478.5533590157243,
          3156.265589484801,
          3276.9797712353966,
          3951.6272216311086,
          2610.331790967559,
          778.411737223984,
          698.13537038814,
          2322.4027918865845,
          3544.4992846076825,
          2939.4272373353288,
          2188.2108570382516,
          5062.487229659186,
          1149.7325390114993,
          1182.2503676776785,
          3027.8506423970216,
          3118.820975055097,
          2597.598739268333,
          3116.799341930832,
          701.1006060330728,
          4534.446802253609,
          1797.1369276816922,
          1468.866283920845,
          1194.843099564266,
          4640.054632484533,
          5239.650651926648,
          1513.6825617700426,
          2655.9827288643505,
          803.9339704725265,
          2130.9576748774202,
          815.0191607738304,
          895.4801946518596,
          1251.6014840955152,
          2586.2242352050052,
          3470.477236600661,
          3170.1815029813956,
          1485.5587428438157,
          3115.8595310649343,
          1428.5618389743574,
          1594.7876192769218,
          1149.6983803824544,
          3807.7688564322953,
          1023.9010826501526,
          747.7501134992996,
          664.181436512858,
          650.4076821211768,
          2612.9328115082144,
          1002.0811251207562,
          1326.399402869468,
          2012.461984767732,
          1180.827174364295,
          881.3832505558994,
          1536.695539810257,
          643.3264181564176,
          721.7640622752504,
          5899.396867352403,
          1400.8823897053962,
          2114.3906938147557,
          3618.130732309616,
          1594.3430027288243,
          1191.8164391265288,
          2029.7393334654598,
          781.6693534646886,
          2732.7840484742323,
          1953.9074986401029,
          1093.9283928786554,
          693.2574316832158,
          3150.8586105020167,
          726.6253406828774,
          1268.6555996821423,
          774.5774131387188,
          1132.9091432003654,
          2168.1130216557217,
          760.3043790650638,
          630.6554837796683,
          1348.605933635569,
          915.1801289309424,
          1142.2728020606924,
          1126.6208585997952,
          1429.7676912134223,
          3088.171200478186,
          1278.385816850976,
          1863.6477823444702,
          1139.7425952617275,
          3676.4341095743116,
          3111.7839425597617,
          698.1046412339401,
          641.471921904092,
          4120.436750686493,
          2334.795641184851,
          2330.1903671737427,
          3933.0216488556634,
          2238.233256982998,
          3720.397970505518,
          3193.257905458927,
          3583.890678307056,
          754.7976672601471,
          1455.76101611069,
          4663.984474691621,
          2958.5172081820488,
          1160.8177489076536,
          2967.610296179559,
          2268.211965321702,
          845.6432772411423,
          3465.759336057904,
          1429.6862941289146,
          1188.868276723798,
          1613.1592529909378,
          1527.7052148718624,
          2337.0023276981647,
          788.3507479991478,
          3133.1091072275667,
          1182.4532419186344,
          1468.5922840345188,
          3785.9434438112016,
          2202.891709436771,
          9211.540768590397,
          1498.7673860565621,
          3653.358933728136,
          3722.046563250302,
          2014.98555729499,
          1681.5771034056468,
          1840.9741544250396,
          3830.285957956971,
          630.1207394087826,
          2591.0960421044665,
          1977.4634508760494,
          2258.8564294043695,
          1905.4526209847468,
          1346.921491758376,
          1615.1494743345793,
          2724.8432092509524,
          3150.4931810530434,
          1735.1271978581267,
          1954.5845617307907,
          845.4282167700727,
          2160.7927675579394,
          3290.7570780018996,
          1780.0380423018273,
          5413.5410249665765,
          3393.120813730005,
          845.413073577617,
          1643.14089458107,
          1772.0577444779854,
          1134.948868811689,
          1521.1680114708,
          3245.8256688204438,
          2395.1848215637815,
          1516.2117294628392,
          2689.7433121339322,
          860.3577752087466,
          1175.878609164262,
          1921.7801710250626,
          1642.9530633142383,
          1321.5187589390255,
          868.1297839521867,
          3946.053154802807,
          4435.188433566443,
          863.2915060545757,
          3052.9112382376284,
          2428.1447955903286,
          1988.2932655356342,
          2718.1639843424805,
          877.6443355188477,
          2281.482312441771,
          1655.914246180712,
          4342.519650839407,
          2577.137539700524,
          4708.40264267191,
          2055.8156270447266,
          1278.3983524840792,
          1521.8663064460457,
          3295.5619042664284,
          4840.225433044314,
          1628.4622365751632,
          898.040438131008,
          1887.7877944688894,
          822.7551035322725,
          1071.9490559034934,
          824.3381790459039,
          2023.7010155409507,
          4897.1759068866995,
          3290.760607527237,
          1220.7930892996158,
          4538.0823072202365,
          1165.57988535596,
          1326.2032919894746,
          1421.5227958835476,
          3375.997490501295,
          3969.0226792948533,
          3304.770160936777,
          739.0452811076859,
          1676.164302340775,
          4882.840905999689,
          3092.3758696148047,
          2443.810729977765,
          4291.965430283287,
          1039.965690188588,
          4192.070974878381,
          4536.56679358027,
          1105.638359793505,
          1561.8314234694715,
          894.8111367324009,
          1027.6453927119,
          748.301370249451,
          1186.9516268771,
          1545.5266756112826,
          1187.261488321488,
          3393.103410266908,
          3724.7174095648984,
          4172.407221838902,
          743.4406653984073,
          899.5908116666457,
          2216.377476135063,
          643.0564091945644,
          1314.3563775301682,
          893.2310968447591,
          909.6451174336972,
          2193.9289426098817,
          845.4142526736194,
          1553.170305866388,
          2282.3977310439736,
          1395.468376394364,
          1904.4702222608457,
          940.3653116125755,
          1880.1395343472154,
          709.5002216939839,
          1443.7010364286027,
          1608.8780345241553,
          713.3163859315016,
          1450.2547715141377,
          2176.940839078465,
          628.3358481131042,
          4459.810717950424,
          2958.495110808358,
          675.7809971033531,
          3553.7211089575853,
          1944.132080478762,
          4382.7554851573195,
          1050.5048217027602,
          3772.5640127686215,
          753.6911248094436,
          1326.2650732212091,
          641.4692135194903,
          5270.240576336503,
          654.1049657660403,
          845.6807586580051,
          633.324066428956,
          2208.7629430834004,
          4853.35413197402,
          1182.4318725154026,
          3008.2103637046707,
          678.2915372390827,
          3743.7693253876023,
          749.4387884659346,
          1463.1869443722417,
          3289.35169753553,
          767.4263573040095,
          2333.98055632252,
          2171.0228944309924,
          2587.6693105963195,
          3801.264514557555,
          2682.419700737412,
          1373.1644067418106,
          2199.4197659757056,
          3881.543289938204,
          744.0885898267325,
          873.296155045755,
          920.3260063429615,
          3135.4977657336244,
          1215.3693529860996,
          2017.9052328568516,
          1819.8884493042012,
          834.0534801690134,
          3116.8818423764833,
          1885.820200517981,
          2912.3250722695984,
          1314.9009617672093,
          2530.116856934701,
          2800.9807273706324,
          2314.2524826816602,
          3629.0318076383546,
          3099.258139860162,
          1329.2946887724686,
          1853.7872923927507,
          4934.835663090144,
          2125.703170766169,
          973.8430287769564,
          4517.011185538183,
          6006.836625972952,
          1644.3476283208101,
          8003.281624793706,
          4389.699925006591,
          908.3261309361628,
          3368.6761317412384,
          900.3549015866711,
          1793.8795699991338,
          1976.108450254991,
          695.6137919064953,
          1427.79804790311,
          4117.7138159005135,
          1307.067718634981,
          1377.33390566295,
          4917.724531434136,
          3816.6041120664668,
          641.4397506839044,
          1678.2060257728297,
          3478.5533590157243,
          3156.265589484801,
          3276.9797712353966,
          3951.6272216311086,
          2610.331790967559,
          778.411737223984,
          698.13537038814,
          2322.4027918865845,
          3544.4992846076825,
          2939.4272373353288,
          2188.2108570382516,
          5062.487229659186,
          1149.7325390114993,
          1182.2503676776785,
          3027.8506423970216,
          3118.820975055097,
          2597.598739268333,
          3116.799341930832,
          701.1006060330728,
          4534.446802253609,
          1797.1369276816922,
          1468.866283920845,
          1194.843099564266,
          4640.054632484533,
          5239.650651926648,
          1513.6825617700426,
          2655.9827288643505,
          803.9339704725265,
          2130.9576748774202,
          815.0191607738304,
          895.4801946518596,
          1251.6014840955152,
          2586.2242352050052,
          3470.477236600661,
          3170.1815029813956,
          1485.5587428438157,
          3115.8595310649343,
          1428.5618389743574,
          1594.7876192769218,
          1149.6983803824544,
          3807.7688564322953,
          1023.9010826501526,
          747.7501134992996,
          664.181436512858,
          650.4076821211768,
          2612.9328115082144,
          1002.0811251207562,
          1326.399402869468,
          2012.461984767732,
          1180.827174364295,
          881.3832505558994,
          1536.695539810257,
          643.3264181564176,
          721.7640622752504,
          5899.396867352403,
          1400.8823897053962,
          2114.3906938147557,
          3618.130732309616,
          1594.3430027288243,
          1191.8164391265288,
          2029.7393334654598,
          781.6693534646886,
          2732.7840484742323,
          1953.9074986401029,
          1093.9283928786554,
          693.2574316832158,
          3150.8586105020167,
          726.6253406828774,
          1268.6555996821423,
          774.5774131387188,
          1132.9091432003654,
          2168.1130216557217,
          760.3043790650638,
          630.6554837796683,
          1348.605933635569,
          915.1801289309424,
          1142.2728020606924,
          1126.6208585997952,
          1429.7676912134223,
          3088.171200478186,
          1278.385816850976,
          1863.6477823444702,
          1139.7425952617275,
          3676.4341095743116,
          3111.7839425597617,
          698.1046412339401,
          641.471921904092,
          4120.436750686493,
          2334.795641184851,
          2330.1903671737427,
          3933.0216488556634,
          2238.233256982998,
          3720.397970505518,
          3193.257905458927,
          3583.890678307056,
          754.7976672601471,
          1455.76101611069,
          4663.984474691621,
          2958.5172081820488,
          1160.8177489076536,
          2967.610296179559,
          2268.211965321702,
          845.6432772411423,
          3465.759336057904,
          1429.6862941289146,
          1188.868276723798,
          1613.1592529909378,
          1527.7052148718624,
          2337.0023276981647,
          788.3507479991478,
          3133.1091072275667,
          1182.4532419186344,
          1468.5922840345188,
          3785.9434438112016,
          2202.891709436771,
          9211.540768590397,
          1498.7673860565621,
          3653.358933728136,
          3722.046563250302,
          2014.98555729499,
          1681.5771034056468,
          1840.9741544250396,
          3830.285957956971,
          630.1207394087826,
          2591.0960421044665,
          1977.4634508760494,
          2258.8564294043695,
          1905.4526209847468,
          1346.921491758376,
          1615.1494743345793,
          2724.8432092509524,
          3150.4931810530434,
          1735.1271978581267,
          1954.5845617307907,
          845.4282167700727,
          2160.7927675579394,
          3290.7570780018996,
          1780.0380423018273,
          5413.5410249665765,
          3393.120813730005,
          845.413073577617,
          1643.14089458107,
          1772.0577444779854,
          1134.948868811689,
          1521.1680114708,
          3245.8256688204438,
          2395.1848215637815,
          1516.2117294628392,
          2689.7433121339322,
          860.3577752087466,
          1175.878609164262,
          1921.7801710250626,
          1642.9530633142383,
          1321.5187589390255,
          868.1297839521867,
          3946.053154802807,
          4435.188433566443,
          863.2915060545757,
          3052.9112382376284,
          2428.1447955903286,
          1988.2932655356342,
          2718.1639843424805,
          877.6443355188477,
          2281.482312441771,
          1655.914246180712,
          4342.519650839407,
          2577.137539700524,
          4708.40264267191,
          2055.8156270447266,
          1278.3983524840792,
          1521.8663064460457,
          3295.5619042664284,
          4840.225433044314,
          1628.4622365751632,
          898.040438131008,
          1887.7877944688894,
          822.7551035322725,
          1071.9490559034934,
          824.3381790459039,
          2023.7010155409507,
          4897.1759068866995,
          3290.760607527237,
          1220.7930892996158,
          4538.0823072202365,
          1165.57988535596,
          1326.2032919894746,
          1421.5227958835476,
          3375.997490501295,
          3969.0226792948533,
          3304.770160936777,
          739.0452811076859,
          1676.164302340775,
          4882.840905999689,
          3092.3758696148047,
          2443.810729977765,
          4291.965430283287,
          1039.965690188588,
          4192.070974878381,
          4536.56679358027,
          1105.638359793505,
          1561.8314234694715,
          894.8111367324009,
          1027.6453927119,
          748.301370249451,
          1186.9516268771,
          1545.5266756112826,
          1187.261488321488,
          3393.103410266908,
          3724.7174095648984,
          4172.407221838902,
          743.4406653984073,
          899.5908116666457,
          2216.377476135063,
          643.0564091945644,
          1314.3563775301682,
          893.2310968447591,
          909.6451174336972,
          2193.9289426098817,
          845.4142526736194,
          1553.170305866388,
          2282.3977310439736,
          1395.468376394364,
          1904.4702222608457,
          940.3653116125755,
          1880.1395343472154,
          709.5002216939839,
          1443.7010364286027,
          1608.8780345241553,
          713.3163859315016,
          1450.2547715141377,
          2176.940839078465,
          628.3358481131042,
          4459.810717950424,
          2958.495110808358,
          675.7809971033531,
          3553.7211089575853,
          1944.132080478762,
          4382.7554851573195,
          1050.5048217027602,
          3772.5640127686215,
          753.6911248094436,
          1326.2650732212091,
          641.4692135194903,
          5270.240576336503,
          654.1049657660403,
          845.6807586580051,
          633.324066428956,
          2208.7629430834004,
          4853.35413197402,
          1182.4318725154026,
          3008.2103637046707,
          678.2915372390827,
          3743.7693253876023,
          749.4387884659346,
          1463.1869443722417,
          3289.35169753553,
          767.4263573040095,
          2333.98055632252,
          2171.0228944309924,
          2587.6693105963195,
          3801.264514557555,
          2682.419700737412,
          1373.1644067418106,
          2199.4197659757056,
          3881.543289938204,
          744.0885898267325,
          873.296155045755,
          920.3260063429615,
          3135.4977657336244,
          1215.3693529860996,
          2017.9052328568516,
          1819.8884493042012,
          834.0534801690134,
          3116.8818423764833,
          1885.820200517981,
          2912.3250722695984,
          1314.9009617672093,
          2530.116856934701,
          2800.9807273706324,
          2314.2524826816602,
          3629.0318076383546,
          3099.258139860162,
          1329.2946887724686,
          1853.7872923927507,
          4934.835663090144,
          2125.703170766169,
          973.8430287769564,
          4517.011185538183,
          6006.836625972952,
          1644.3476283208101,
          8003.281624793706,
          4389.699925006591,
          908.3261309361628,
          3368.6761317412384,
          900.3549015866711,
          1793.8795699991338,
          1976.108450254991,
          695.6137919064953,
          1427.79804790311,
          4117.7138159005135,
          1307.067718634981,
          1377.33390566295,
          4917.724531434136,
          3816.6041120664668,
          641.4397506839044,
          1678.2060257728297,
          3478.5533590157243,
          3156.265589484801,
          3276.9797712353966,
          3951.6272216311086,
          2610.331790967559,
          778.411737223984,
          698.13537038814,
          2322.4027918865845,
          3544.4992846076825,
          2939.4272373353288,
          2188.2108570382516,
          5062.487229659186,
          1149.7325390114993,
          1182.2503676776785,
          3027.8506423970216,
          3118.820975055097,
          2597.598739268333,
          3116.799341930832,
          701.1006060330728,
          4534.446802253609,
          1797.1369276816922,
          1468.866283920845,
          1194.843099564266,
          4640.054632484533,
          5239.650651926648,
          1513.6825617700426,
          2655.9827288643505,
          803.9339704725265,
          2130.9576748774202,
          815.0191607738304,
          895.4801946518596,
          1251.6014840955152,
          2586.2242352050052,
          3470.477236600661,
          3170.1815029813956,
          1485.5587428438157,
          3115.8595310649343,
          1428.5618389743574,
          1594.7876192769218,
          1149.6983803824544,
          3807.7688564322953,
          1023.9010826501526,
          747.7501134992996,
          664.181436512858,
          650.4076821211768,
          2612.9328115082144,
          1002.0811251207562,
          1326.399402869468,
          2012.461984767732,
          1180.827174364295,
          881.3832505558994,
          1536.695539810257,
          643.3264181564176,
          721.7640622752504,
          5899.396867352403,
          1400.8823897053962,
          2114.3906938147557,
          3618.130732309616,
          1594.3430027288243,
          1191.8164391265288,
          2029.7393334654598,
          781.6693534646886,
          2732.7840484742323,
          1953.9074986401029,
          1093.9283928786554,
          693.2574316832158,
          3150.8586105020167,
          726.6253406828774,
          1268.6555996821423,
          774.5774131387188,
          1132.9091432003654,
          2168.1130216557217,
          760.3043790650638,
          630.6554837796683,
          1348.605933635569,
          915.1801289309424,
          1142.2728020606924,
          1126.6208585997952,
          1429.7676912134223,
          3088.171200478186,
          1278.385816850976,
          1863.6477823444702,
          1139.7425952617275,
          3676.4341095743116,
          3111.7839425597617,
          698.1046412339401,
          641.471921904092,
          4120.436750686493,
          2334.795641184851,
          2330.1903671737427,
          3933.0216488556634,
          2238.233256982998,
          3720.397970505518,
          3193.257905458927,
          3583.890678307056,
          754.7976672601471,
          1455.76101611069,
          4663.984474691621,
          2958.5172081820488,
          1160.8177489076536,
          2967.610296179559,
          2268.211965321702,
          845.6432772411423,
          3465.759336057904,
          1429.6862941289146,
          1188.868276723798,
          1613.1592529909378,
          1527.7052148718624,
          2337.0023276981647,
          788.3507479991478,
          3133.1091072275667,
          1182.4532419186344,
          1468.5922840345188,
          3785.9434438112016,
          2202.891709436771,
          9211.540768590397,
          1498.7673860565621,
          3653.358933728136,
          3722.046563250302,
          2014.98555729499,
          1681.5771034056468,
          1840.9741544250396,
          3830.285957956971,
          630.1207394087826,
          2591.0960421044665,
          1977.4634508760494,
          2258.8564294043695,
          1905.4526209847468,
          1346.921491758376,
          1615.1494743345793,
          2724.8432092509524,
          3150.4931810530434,
          1735.1271978581267,
          1954.5845617307907,
          845.4282167700727,
          2160.7927675579394,
          3290.7570780018996,
          1780.0380423018273,
          5413.5410249665765,
          3393.120813730005,
          845.413073577617,
          1643.14089458107,
          1772.0577444779854,
          1134.948868811689,
          1521.1680114708,
          3245.8256688204438,
          2395.1848215637815,
          1516.2117294628392,
          2689.7433121339322,
          860.3577752087466,
          1175.878609164262,
          1921.7801710250626,
          1642.9530633142383,
          1321.5187589390255,
          868.1297839521867,
          3946.053154802807,
          4435.188433566443,
          863.2915060545757,
          3052.9112382376284,
          2428.1447955903286,
          1988.2932655356342,
          2718.1639843424805,
          877.6443355188477,
          2281.482312441771,
          1655.914246180712,
          4342.519650839407,
          2577.137539700524,
          4708.40264267191,
          2055.8156270447266,
          1278.3983524840792,
          1521.8663064460457,
          3295.5619042664284,
          4840.225433044314,
          1628.4622365751632,
          898.040438131008,
          1887.7877944688894,
          822.7551035322725,
          1071.9490559034934,
          824.3381790459039,
          2023.7010155409507,
          4897.1759068866995,
          3290.760607527237,
          1220.7930892996158,
          4538.0823072202365,
          1165.57988535596,
          1326.2032919894746,
          1421.5227958835476,
          3375.997490501295,
          3969.0226792948533,
          3304.770160936777,
          739.0452811076859,
          1676.164302340775,
          4882.840905999689,
          3092.3758696148047,
          2443.810729977765,
          4291.965430283287,
          1039.965690188588,
          4192.070974878381,
          4536.56679358027,
          1105.638359793505,
          1561.8314234694715,
          894.8111367324009,
          1027.6453927119,
          748.301370249451,
          1186.9516268771,
          1545.5266756112826,
          1187.261488321488,
          3393.103410266908,
          3724.7174095648984,
          4172.407221838902,
          743.4406653984073,
          899.5908116666457,
          2216.377476135063,
          643.0564091945644,
          1314.3563775301682,
          893.2310968447591,
          909.6451174336972,
          2193.9289426098817,
          845.4142526736194,
          1553.170305866388,
          2282.3977310439736,
          1395.468376394364,
          1904.4702222608457,
          940.3653116125755,
          1880.1395343472154,
          709.5002216939839,
          1443.7010364286027,
          1608.8780345241553,
          713.3163859315016,
          1450.2547715141377,
          2176.940839078465,
          628.3358481131042,
          4459.810717950424,
          2958.495110808358,
          675.7809971033531,
          3553.7211089575853,
          1944.132080478762,
          4382.7554851573195,
          1050.5048217027602,
          3772.5640127686215,
          753.6911248094436,
          1326.2650732212091,
          641.4692135194903,
          5270.240576336503,
          654.1049657660403,
          845.6807586580051,
          633.324066428956,
          2208.7629430834004,
          4853.35413197402,
          1182.4318725154026,
          3008.2103637046707,
          678.2915372390827,
          3743.7693253876023,
          749.4387884659346,
          1463.1869443722417,
          3289.35169753553,
          767.4263573040095,
          2333.98055632252,
          2171.0228944309924,
          2587.6693105963195,
          3801.264514557555,
          2682.419700737412,
          1373.1644067418106,
          2199.4197659757056,
          3881.543289938204,
          744.0885898267325,
          873.296155045755,
          920.3260063429615,
          3135.4977657336244,
          1215.3693529860996,
          2017.9052328568516,
          1819.8884493042012,
          834.0534801690134,
          3116.8818423764833,
          1885.820200517981,
          2912.3250722695984,
          1314.9009617672093,
          2530.116856934701,
          2800.9807273706324,
          2314.2524826816602,
          3629.0318076383546,
          3099.258139860162,
          1329.2946887724686,
          1853.7872923927507,
          4934.835663090144,
          2125.703170766169,
          973.8430287769564,
          4517.011185538183,
          6006.836625972952,
          1644.3476283208101,
          8003.281624793706,
          4389.699925006591,
          908.3261309361628,
          3368.6761317412384,
          900.3549015866711,
          1793.8795699991338,
          1976.108450254991,
          695.6137919064953,
          1427.79804790311,
          4117.7138159005135,
          1307.067718634981,
          1377.33390566295,
          4917.724531434136,
          3816.6041120664668,
          641.4397506839044,
          1678.2060257728297,
          3478.5533590157243,
          3156.265589484801,
          3276.9797712353966,
          3951.6272216311086,
          2610.331790967559,
          778.411737223984,
          698.13537038814,
          2322.4027918865845,
          3544.4992846076825,
          2939.4272373353288,
          2188.2108570382516,
          5062.487229659186,
          1149.7325390114993,
          1182.2503676776785,
          3027.8506423970216,
          3118.820975055097,
          2597.598739268333,
          3116.799341930832,
          701.1006060330728,
          4534.446802253609,
          1797.1369276816922,
          1468.866283920845,
          1194.843099564266,
          4640.054632484533,
          5239.650651926648,
          1513.6825617700426,
          2655.9827288643505,
          803.9339704725265,
          2130.9576748774202,
          815.0191607738304,
          895.4801946518596,
          1251.6014840955152,
          2586.2242352050052,
          3470.477236600661,
          3170.1815029813956,
          1485.5587428438157,
          3115.8595310649343,
          1428.5618389743574,
          1594.7876192769218,
          1149.6983803824544,
          3807.7688564322953,
          1023.9010826501526,
          747.7501134992996,
          664.181436512858,
          650.4076821211768,
          2612.9328115082144,
          1002.0811251207562,
          1326.399402869468,
          2012.461984767732,
          1180.827174364295,
          881.3832505558994,
          1536.695539810257,
          643.3264181564176,
          721.7640622752504,
          5899.396867352403,
          1400.8823897053962,
          2114.3906938147557,
          3618.130732309616,
          1594.3430027288243,
          1191.8164391265288,
          2029.7393334654598,
          781.6693534646886,
          2732.7840484742323,
          1953.9074986401029,
          1093.9283928786554,
          693.2574316832158,
          3150.8586105020167,
          726.6253406828774,
          1268.6555996821423,
          774.5774131387188,
          1132.9091432003654,
          2168.1130216557217,
          760.3043790650638,
          630.6554837796683,
          1348.605933635569,
          915.1801289309424,
          1142.2728020606924,
          1126.6208585997952,
          1429.7676912134223,
          3088.171200478186,
          1278.385816850976,
          1863.6477823444702,
          1139.7425952617275,
          3676.4341095743116,
          3111.7839425597617,
          698.1046412339401,
          641.471921904092,
          4120.436750686493,
          2334.795641184851,
          2330.1903671737427,
          3933.0216488556634,
          2238.233256982998,
          3720.397970505518,
          3193.257905458927,
          3583.890678307056,
          754.7976672601471,
          1455.76101611069,
          4663.984474691621,
          2958.5172081820488,
          1160.8177489076536,
          2967.610296179559,
          2268.211965321702,
          845.6432772411423,
          3465.759336057904,
          1429.6862941289146,
          1188.868276723798,
          1613.1592529909378,
          1527.7052148718624,
          2337.0023276981647,
          788.3507479991478,
          3133.1091072275667,
          1182.4532419186344,
          1468.5922840345188,
          3785.9434438112016,
          2202.891709436771,
          9211.540768590397,
          1498.7673860565621,
          3653.358933728136,
          3722.046563250302,
          2014.98555729499,
          1681.5771034056468,
          1840.9741544250396,
          3830.285957956971,
          630.1207394087826,
          2591.0960421044665,
          1977.4634508760494,
          2258.8564294043695,
          1905.4526209847468,
          1346.921491758376,
          1615.1494743345793,
          2724.8432092509524,
          3150.4931810530434,
          1735.1271978581267,
          1954.5845617307907,
          845.4282167700727,
          2160.7927675579394,
          3290.7570780018996,
          1780.0380423018273,
          5413.5410249665765,
          3393.120813730005,
          845.413073577617,
          1643.14089458107,
          1772.0577444779854,
          1134.948868811689,
          1521.1680114708,
          3245.8256688204438,
          2395.1848215637815,
          1516.2117294628392,
          2689.7433121339322,
          860.3577752087466,
          1175.878609164262,
          1921.7801710250626,
          1642.9530633142383,
          1321.5187589390255,
          868.1297839521867,
          3946.053154802807,
          4435.188433566443,
          863.2915060545757,
          3052.9112382376284,
          2428.1447955903286,
          1988.2932655356342,
          2718.1639843424805,
          877.6443355188477,
          2281.482312441771,
          1655.914246180712,
          4342.519650839407,
          2577.137539700524,
          4708.40264267191,
          2055.8156270447266,
          1278.3983524840792,
          1521.8663064460457,
          3295.5619042664284,
          4840.225433044314,
          1628.4622365751632,
          898.040438131008,
          1887.7877944688894,
          822.7551035322725,
          1071.9490559034934,
          824.3381790459039,
          2023.7010155409507,
          4897.1759068866995,
          3290.760607527237,
          1220.7930892996158,
          4538.0823072202365,
          1165.57988535596,
          1326.2032919894746,
          1421.5227958835476,
          3375.997490501295,
          3969.0226792948533,
          3304.770160936777,
          739.0452811076859,
          1676.164302340775,
          4882.840905999689,
          3092.3758696148047,
          2443.810729977765,
          4291.965430283287,
          1039.965690188588,
          4192.070974878381,
          4536.56679358027,
          1105.638359793505,
          1561.8314234694715,
          894.8111367324009,
          1027.6453927119,
          748.301370249451,
          1186.9516268771,
          1545.5266756112826,
          1187.261488321488,
          3393.103410266908,
          3724.7174095648984,
          4172.407221838902,
          743.4406653984073,
          899.5908116666457,
          2216.377476135063,
          643.0564091945644,
          1314.3563775301682,
          893.2310968447591,
          909.6451174336972,
          2193.9289426098817,
          845.4142526736194,
          1553.170305866388,
          2282.3977310439736,
          1395.468376394364,
          1904.4702222608457,
          940.3653116125755,
          1880.1395343472154,
          709.5002216939839,
          1443.7010364286027,
          1608.8780345241553,
          713.3163859315016,
          1450.2547715141377,
          2176.940839078465,
          628.3358481131042,
          4459.810717950424,
          2958.495110808358,
          675.7809971033531,
          3553.7211089575853,
          1944.132080478762,
          4382.7554851573195,
          1050.5048217027602,
          3772.5640127686215,
          753.6911248094436,
          1326.2650732212091,
          641.4692135194903,
          5270.240576336503,
          654.1049657660403,
          845.6807586580051,
          633.324066428956,
          2208.7629430834004,
          4853.35413197402,
          1182.4318725154026,
          3008.2103637046707,
          678.2915372390827,
          3743.7693253876023,
          749.4387884659346,
          1463.1869443722417,
          3289.35169753553,
          767.4263573040095,
          2333.98055632252,
          2171.0228944309924,
          2587.6693105963195,
          3801.264514557555,
          2682.419700737412,
          1373.1644067418106,
          2199.4197659757056,
          3881.543289938204,
          744.0885898267325,
          873.296155045755,
          920.3260063429615,
          3135.4977657336244,
          1215.3693529860996,
          2017.9052328568516,
          1819.8884493042012,
          834.0534801690134,
          3116.8818423764833,
          1885.820200517981,
          2912.3250722695984,
          1314.9009617672093,
          2530.116856934701,
          2800.9807273706324,
          2314.2524826816602,
          3629.0318076383546,
          3099.258139860162,
          1329.2946887724686,
          1853.7872923927507,
          4934.835663090144,
          2125.703170766169,
          973.8430287769564,
          4517.011185538183,
          6006.836625972952,
          1644.3476283208101
         ],
         "y": [
          76.08111439269027,
          -72.06067846013862,
          -6.281183030835793,
          76.22122993497607,
          -36.144507787999935,
          -15.884378619762835,
          96.97628605597957,
          -28.1650430580101,
          63.17640064768688,
          22.694539776168607,
          47.929656905527565,
          -17.246174601367386,
          35.58164856534503,
          -44.8084178112888,
          22.50664028535725,
          -3.841538652519955,
          84.7769678749611,
          -24.79570837699991,
          2.7311509021338645,
          -27.158570433043206,
          41.96915540486768,
          15.952752165510523,
          -5.785095591786827,
          11.046089573860847,
          -8.428834493949894,
          13.360657250985206,
          -37.000814588611796,
          23.162945194586356,
          2.017076500967705,
          49.94026515871094,
          -59.669590732449954,
          11.74012631378957,
          19.118996599934686,
          -4.444388235851547,
          31.124559035536944,
          -81.91175446288254,
          -17.293388353684534,
          -40.36080631899433,
          -3.5262868431140575,
          -0.618445684638991,
          64.2991265674188,
          52.95419943168606,
          57.682862855170946,
          25.457957042600363,
          -13.149432701405068,
          -2.4267100924386127,
          0.1291008712180473,
          -1.0450042200834433,
          -68.70132877394276,
          31.93814267163003,
          69.85019090006195,
          3.2595321213552224,
          -19.202104180022047,
          17.481511682439777,
          24.773314196383982,
          -2.154497292171459,
          -58.0914634851683,
          60.9464782282073,
          17.8785862967402,
          31.347935865368726,
          -12.198123939669438,
          -48.10971328039693,
          -33.28854962200903,
          21.39774293842129,
          -29.814783179879505,
          2.9529624448225276,
          13.54129846510475,
          28.697132527313766,
          -19.141235758267552,
          66.0617605162287,
          74.93098396054744,
          11.772473632111941,
          56.86135988545876,
          -2.7333605471939397,
          -65.4001199834901,
          26.662456448996867,
          23.28555742136614,
          46.494739553488714,
          -75.30445327500493,
          4.782358104810501,
          -46.202694230296906,
          30.074404907543517,
          10.25794678770086,
          -2.497316303303838,
          -14.577861796103694,
          -75.67572535599916,
          -51.90208551326694,
          -31.73656009399853,
          34.435620550582485,
          76.00638864947787,
          17.558079283973488,
          -29.129586057930958,
          -41.384301503754166,
          -87.26416698402663,
          24.744144429815154,
          -35.542862774338694,
          39.165646654302236,
          -26.729380321741083,
          72.44712055566104,
          -58.75695706651875,
          -64.11069452712404,
          -8.012299636188203,
          -51.09371754493112,
          -12.944405814097912,
          17.498102521672596,
          36.30455588843458,
          49.8749210032368,
          9.943012758319181,
          -39.47485788146865,
          -19.527374333029417,
          -34.93345561052318,
          40.3024830343894,
          53.055948268828345,
          1.426966527726607,
          -81.64049931024356,
          -19.93711249492615,
          6.160377039762861,
          29.33935829332576,
          23.6068070927503,
          -38.773095215617026,
          -13.428891385961299,
          27.613137430515394,
          56.95801287555089,
          16.210120704150977,
          -9.070488605408116,
          35.6975410849313,
          -3.5434466274602454,
          -36.267236824292056,
          -11.473900491593545,
          -29.658708520331434,
          17.567075562705202,
          59.76990232876924,
          43.50343621628333,
          -45.40873520257805,
          13.40915821535205,
          -2.7277474708588736,
          21.545928638926757,
          -15.588888902418915,
          58.83938201170995,
          52.85303054714448,
          14.139060162535113,
          94.98656017484431,
          -32.08278522096677,
          13.819730558597021,
          -26.90641785724331,
          -15.790351425576752,
          80.13708385123574,
          -80.85658449079226,
          25.22810628639409,
          76.59758341255363,
          31.651237087879053,
          16.57128301167033,
          80.20405518229586,
          10.539705957168929,
          -47.33531256865882,
          17.476305782672817,
          -48.86508758521348,
          71.3854386867735,
          -42.033476901733934,
          -64.22294543280474,
          24.224116962393776,
          -55.30903318874668,
          16.928405595696855,
          23.266148320604792,
          -6.459043328694719,
          -19.865545483452454,
          -7.727543315250068,
          37.78741069513478,
          23.098248922806743,
          104.18162431286817,
          18.02237815059494,
          52.82702668063756,
          7.3256622479442655,
          -53.46390176817321,
          -19.520357482887658,
          -42.477376019529395,
          11.850562659702147,
          -4.596942575047689,
          -21.90764500473431,
          23.82446226271518,
          -87.99557679424267,
          -42.0164628240465,
          48.59595603476537,
          -56.13721839867796,
          -20.522611073290864,
          -12.229354118423021,
          30.503063085432487,
          22.648363611381782,
          -62.83477044056456,
          -13.144748414636751,
          -21.061279316544475,
          18.247974599148638,
          78.65556730549586,
          22.540649880950138,
          -58.805029187070915,
          50.743640668392175,
          6.66729042830879,
          -77.10607078960318,
          32.3271369251363,
          -87.17822327598361,
          84.48764405445988,
          -1.792397449763198,
          -16.365911896538204,
          -23.32496790070581,
          50.833224593615455,
          -14.270918553827158,
          -38.28150608589467,
          37.07198629192532,
          0.04973193999508631,
          -46.74900210360696,
          -40.306457876069096,
          -55.08958553238002,
          -55.85674455147786,
          77.36417311920748,
          18.078691852592065,
          -49.91418084777795,
          50.685466733342636,
          -24.24626230470711,
          -22.05636731444153,
          10.628324258478411,
          52.14196110051513,
          62.81530987525307,
          -20.818263866315004,
          -24.944153877217396,
          70.18857823142041,
          37.022621275309035,
          -29.060134133409903,
          3.27885392456156,
          -48.19501395492505,
          12.41261067443728,
          50.103589899895766,
          -20.90873799268581,
          -40.217776859658,
          -14.562193688244745,
          25.889639921697263,
          -0.42864606080961776,
          84.7804024067984,
          -79.0734314987642,
          -57.695260940200974,
          29.98968794880769,
          17.514488244637654,
          -65.0999078050598,
          -52.68842088714308,
          -85.7970055099583,
          -61.08722639117053,
          -5.277110599146957,
          34.15250565799054,
          8.37461697979615,
          -32.77196225389121,
          -21.80469951115102,
          57.873957402267585,
          -19.485165512150413,
          -21.60906049586111,
          29.544368543963312,
          -14.181249218397067,
          -89.60483223988228,
          19.211547776965222,
          -57.63416281374731,
          -39.80126513740209,
          -77.43558921371766,
          -50.898811433240404,
          1.9391247174487798,
          -7.859681642787392,
          -12.75094889405872,
          -44.29959949608026,
          44.88857283055004,
          15.65865709880298,
          -38.974882507034025,
          -32.14554031554963,
          -27.241909510009236,
          -17.772031844765284,
          -17.728874649302902,
          50.796592661825755,
          -22.290987797909192,
          32.25571397237778,
          -40.51336309788518,
          -68.21788049200595,
          51.81421960194004,
          -22.227776304472663,
          36.39784159149504,
          -45.976172396245005,
          -34.6107580373062,
          52.265402611926035,
          17.46587116693926,
          -32.52040471042511,
          -22.125975515552764,
          -40.75085818645689,
          37.61719054638422,
          5.7783640054608485,
          -39.02498569141774,
          -45.18527560990958,
          -7.17834408696304,
          -30.507846544731994,
          18.35249362973897,
          -61.68646463110812,
          -5.205244394483353,
          99.23276262586447,
          -43.56227076213416,
          100.25463750102934,
          -3.8105387651595937,
          80.3916424575126,
          -9.361959925248991,
          -26.574614789590964,
          -50.80152074544957,
          -67.63979110228286,
          -19.073642443369113,
          -72.55904475378884,
          39.99961442697298,
          11.461449758831511,
          -25.746801354056224,
          -43.28132595445414,
          -41.91166918870928,
          -33.41644177378737,
          32.124072725661904,
          -3.513559459223609,
          -62.37579976191585,
          15.820729506547684,
          16.56387096995715,
          -42.91860617239094,
          -29.903432695327364,
          32.70366849261275,
          -60.551280108178005,
          -11.90191333003939,
          14.058117179194316,
          58.72783878302384,
          -81.307352772878,
          -71.1233681683577,
          -18.412165614502854,
          -1.6465683007714407,
          5.631463556700632,
          56.68781555160725,
          90.20567856083937,
          11.444509483795194,
          24.159330646652496,
          4.023878078917591,
          4.075230581086415,
          -17.986128906321138,
          -52.25476044605657,
          1.3598388895035027,
          0.3653388023830812,
          -5.183292296792529,
          -44.62568456074794,
          22.05253908999609,
          -47.795310271934326,
          -77.35661964787636,
          60.62359240666302,
          -95.49654064738995,
          10.11870064199787,
          -34.032801242304615,
          -13.6370674410734,
          31.438824318680975,
          -10.32155915313232,
          -63.58514353018141,
          16.07224295406744,
          -5.417896442332687,
          57.13082385006479,
          -2.9242306827127695,
          28.927380599610423,
          67.29540217294742,
          -53.8408636497546,
          -42.320852289760595,
          22.07135698262003,
          37.98147987613699,
          -32.465437971935515,
          -5.5508246563278565,
          -39.875094848960885,
          69.15144694916935,
          6.898402835650353,
          -23.367867693229897,
          -5.774529663681077,
          -61.65659253197253,
          29.63506602885999,
          24.102035341461583,
          -89.59728354245333,
          -5.483568274929196,
          68.87776952830517,
          49.60274770620525,
          8.666210942952386,
          6.3982450736238405,
          8.661031924044359,
          74.69790988836627,
          -36.97780577341706,
          26.912328052552645,
          5.297480214567139,
          8.10067865987411,
          -18.687010914194033,
          76.83649447648307,
          92.41150110616718,
          3.8556189103779177,
          13.576030048377357,
          25.45199427394948,
          -74.54989226610772,
          -44.128470712477736,
          -7.108917855078728,
          -35.38102945548376,
          14.30653619219871,
          12.644083156070751,
          15.86855789188405,
          36.20642633862853,
          7.291072056156745,
          2.017926544799036,
          4.488893087047146,
          -38.22746794925978,
          7.345853241058358,
          25.41365868193579,
          18.129176385107137,
          -90.46900355627506,
          -41.50691195649872,
          23.096457827542686,
          -54.97208305856272,
          -19.349913659258544,
          36.79673270403926,
          31.539928330675423,
          44.84071327989902,
          0.3957285217373275,
          75.61149773726552,
          79.91678744919857,
          -25.88586059849741,
          14.574764874801666,
          94.27775274569714,
          -2.8479911558488205,
          24.19332788712736,
          45.11366653694263,
          38.413762865640834,
          -29.550092360283003,
          -82.34684083214486,
          23.584711624215288,
          -59.88262634172047,
          8.50060361934586,
          28.85678609886871,
          7.768161178199362,
          -12.558801771907152,
          -38.350055444314926,
          11.518986449217984,
          32.11697829383913,
          -14.239234868072446,
          -28.166038824729426,
          13.605228752393353,
          54.572090698001304,
          16.06046385401778,
          -100.55340060748658,
          0.29774773873463833,
          21.268560560504962,
          38.420523136665004,
          21.49476728806058,
          -4.4595118302671395,
          51.60702394069446,
          3.441652851287994,
          8.075989072462164,
          11.162265976019249,
          20.358271920798998,
          80.7335694616811,
          -59.59397322924817,
          -18.655295065795013,
          -19.608413824574104,
          36.65975347569158,
          -69.50424332622008,
          -2.0798351617985262,
          -27.44381312799592,
          98.37903521966983,
          -35.703797583095934,
          62.00407875674874,
          -55.810435236438174,
          18.471619816149193,
          23.914680524139204,
          -43.17569977661701,
          -27.686048909743665,
          47.604305647196135,
          46.9610346447184,
          41.83293301212698,
          26.14770025027862,
          25.828587397151264,
          33.2779870757595,
          34.486587297564164,
          -9.334275999087957,
          31.255395525553713,
          33.179342756886896,
          -82.82566853123818,
          38.40580885666094,
          26.35309998532855,
          13.662657825714131,
          27.111690841697655,
          -20.92021216244999,
          15.440672234865795,
          -10.330427520011398,
          -66.87588949444498,
          19.598909007531923,
          -37.28507691658796,
          32.035992304421,
          -0.27345078589763955,
          -35.94102434162664,
          51.822943639837,
          -53.019157764061376,
          -11.216729133999891,
          -18.461840221113388,
          -44.250741769827975,
          55.550912999398584,
          19.827005088974865,
          4.180428737081343,
          52.99362263437873,
          -2.6520664296303544,
          -59.8474063419114,
          -21.191475972974114,
          -40.27703875890654,
          -4.894574663747203,
          2.40351223371399,
          88.45724873914128,
          -61.36996261701676,
          -20.326620483606817,
          -50.536673568341335,
          13.703006401084004,
          -37.200031600576864,
          -22.47150930154597,
          89.4517440316249,
          48.17204219215143,
          -1.322316425112719,
          94.30492225455912,
          10.231219070776525,
          40.61279142606222,
          17.195470196701038,
          16.8426973144024,
          63.61796073592057,
          73.67259310602502,
          24.949208771687427,
          25.89240740325838,
          46.125265913390024,
          35.02778569313284,
          -12.148102160111545,
          20.628853914740247,
          -18.296088186321896,
          -48.89930101055522,
          -11.72741908807698,
          -33.09858998384286,
          102.85975904069723,
          76.90236786933256,
          17.52282617680539,
          1.7426163453808117,
          -29.35168581281806,
          41.05763237688195,
          91.85884442838812,
          3.3250724548223105,
          -41.74455992265264,
          3.5253631990003442,
          22.42135666350899,
          -2.2243364347921446,
          48.05879244207704,
          79.71329251224569,
          12.548777945186279,
          19.676265934305082,
          -28.040407224987884,
          -34.45798671985194,
          -40.92756501260584,
          12.857848673316019,
          -61.56876111627566,
          107.0138124235781,
          33.34517898849655,
          37.16069269149777,
          -3.645572682866026,
          2.129018847319689,
          22.754200122386617,
          11.323454104300167,
          -41.45260694939004,
          28.246082354841484,
          -46.47677306233544,
          73.60273590250712,
          -47.22437765037062,
          -46.36137943974618,
          60.811904591205725,
          70.52731437182611,
          58.81594992519179,
          38.82794760864673,
          -59.37259941605854,
          67.75176044003788,
          -68.39713247849421,
          -7.166980517195355,
          -16.2063882530825,
          48.220551890783305,
          36.27761780983901,
          -15.939164440106154,
          5.8304473455053465,
          41.14367908914787,
          -65.34581253244374,
          18.834016782021152,
          -14.680046970629606,
          -1.9638804356245536,
          11.83408334591397,
          52.244708413229496,
          -18.121319897538346,
          37.23966953264291,
          -22.340676272832212,
          -44.505040985687955,
          34.19474781462954,
          -23.636217512659982,
          58.83095791035574,
          -50.50994088431448,
          68.65166914101835,
          -15.70845317380457,
          -63.7023603096845,
          -26.96431492281954,
          -20.7907762732936,
          -61.68646463110812,
          -5.205244394483353,
          99.23276262586447,
          -43.56227076213416,
          100.25463750102934,
          -3.8105387651595937,
          80.3916424575126,
          -9.361959925248991,
          -26.574614789590964,
          -50.80152074544957,
          -67.63979110228286,
          -19.073642443369113,
          -72.55904475378884,
          39.99961442697298,
          11.461449758831511,
          -25.746801354056224,
          -43.28132595445414,
          -41.91166918870928,
          -33.41644177378737,
          32.124072725661904,
          -3.513559459223609,
          -62.37579976191585,
          15.820729506547684,
          16.56387096995715,
          -42.91860617239094,
          -29.903432695327364,
          32.70366849261275,
          -60.551280108178005,
          -11.90191333003939,
          14.058117179194316,
          58.72783878302384,
          -81.307352772878,
          -71.1233681683577,
          -18.412165614502854,
          -1.6465683007714407,
          5.631463556700632,
          56.68781555160725,
          90.20567856083937,
          11.444509483795194,
          24.159330646652496,
          4.023878078917591,
          4.075230581086415,
          -17.986128906321138,
          -52.25476044605657,
          1.3598388895035027,
          0.3653388023830812,
          -5.183292296792529,
          -44.62568456074794,
          22.05253908999609,
          -47.795310271934326,
          -77.35661964787636,
          60.62359240666302,
          -95.49654064738995,
          10.11870064199787,
          -34.032801242304615,
          -13.6370674410734,
          31.438824318680975,
          -10.32155915313232,
          -63.58514353018141,
          16.07224295406744,
          -5.417896442332687,
          57.13082385006479,
          -2.9242306827127695,
          28.927380599610423,
          67.29540217294742,
          -53.8408636497546,
          -42.320852289760595,
          22.07135698262003,
          37.98147987613699,
          -32.465437971935515,
          -5.5508246563278565,
          -39.875094848960885,
          69.15144694916935,
          6.898402835650353,
          -23.367867693229897,
          -5.774529663681077,
          -61.65659253197253,
          29.63506602885999,
          24.102035341461583,
          -89.59728354245333,
          -5.483568274929196,
          68.87776952830517,
          49.60274770620525,
          8.666210942952386,
          6.3982450736238405,
          8.661031924044359,
          74.69790988836627,
          -36.97780577341706,
          26.912328052552645,
          5.297480214567139,
          8.10067865987411,
          -18.687010914194033,
          76.83649447648307,
          92.41150110616718,
          3.8556189103779177,
          13.576030048377357,
          25.45199427394948,
          -74.54989226610772,
          -44.128470712477736,
          -7.108917855078728,
          -35.38102945548376,
          14.30653619219871,
          12.644083156070751,
          15.86855789188405,
          36.20642633862853,
          7.291072056156745,
          2.017926544799036,
          4.488893087047146,
          -38.22746794925978,
          7.345853241058358,
          25.41365868193579,
          18.129176385107137,
          -90.46900355627506,
          -41.50691195649872,
          23.096457827542686,
          -54.97208305856272,
          -19.349913659258544,
          36.79673270403926,
          31.539928330675423,
          44.84071327989902,
          0.3957285217373275,
          75.61149773726552,
          79.91678744919857,
          -25.88586059849741,
          14.574764874801666,
          94.27775274569714,
          -2.8479911558488205,
          24.19332788712736,
          45.11366653694263,
          38.413762865640834,
          -29.550092360283003,
          -82.34684083214486,
          23.584711624215288,
          -59.88262634172047,
          8.50060361934586,
          28.85678609886871,
          7.768161178199362,
          -12.558801771907152,
          -38.350055444314926,
          11.518986449217984,
          32.11697829383913,
          -14.239234868072446,
          -28.166038824729426,
          13.605228752393353,
          54.572090698001304,
          16.06046385401778,
          -100.55340060748658,
          0.29774773873463833,
          21.268560560504962,
          38.420523136665004,
          21.49476728806058,
          -4.4595118302671395,
          51.60702394069446,
          3.441652851287994,
          8.075989072462164,
          11.162265976019249,
          20.358271920798998,
          80.7335694616811,
          -59.59397322924817,
          -18.655295065795013,
          -19.608413824574104,
          36.65975347569158,
          -69.50424332622008,
          -2.0798351617985262,
          -27.44381312799592,
          98.37903521966983,
          -35.703797583095934,
          62.00407875674874,
          -55.810435236438174,
          18.471619816149193,
          23.914680524139204,
          -43.17569977661701,
          -27.686048909743665,
          47.604305647196135,
          46.9610346447184,
          41.83293301212698,
          26.14770025027862,
          25.828587397151264,
          33.2779870757595,
          34.486587297564164,
          -9.334275999087957,
          31.255395525553713,
          33.179342756886896,
          -82.82566853123818,
          38.40580885666094,
          26.35309998532855,
          13.662657825714131,
          27.111690841697655,
          -20.92021216244999,
          15.440672234865795,
          -10.330427520011398,
          -66.87588949444498,
          19.598909007531923,
          -37.28507691658796,
          32.035992304421,
          -0.27345078589763955,
          -35.94102434162664,
          51.822943639837,
          -53.019157764061376,
          -11.216729133999891,
          -18.461840221113388,
          -44.250741769827975,
          55.550912999398584,
          19.827005088974865,
          4.180428737081343,
          52.99362263437873,
          -2.6520664296303544,
          -59.8474063419114,
          -21.191475972974114,
          -40.27703875890654,
          -4.894574663747203,
          2.40351223371399,
          88.45724873914128,
          -61.36996261701676,
          -20.326620483606817,
          -50.536673568341335,
          13.703006401084004,
          -37.200031600576864,
          -22.47150930154597,
          89.4517440316249,
          48.17204219215143,
          -1.322316425112719,
          94.30492225455912,
          10.231219070776525,
          40.61279142606222,
          17.195470196701038,
          16.8426973144024,
          63.61796073592057,
          73.67259310602502,
          24.949208771687427,
          25.89240740325838,
          46.125265913390024,
          35.02778569313284,
          -12.148102160111545,
          20.628853914740247,
          -18.296088186321896,
          -48.89930101055522,
          -11.72741908807698,
          -33.09858998384286,
          102.85975904069723,
          76.90236786933256,
          17.52282617680539,
          1.7426163453808117,
          -29.35168581281806,
          41.05763237688195,
          91.85884442838812,
          3.3250724548223105,
          -41.74455992265264,
          3.5253631990003442,
          22.42135666350899,
          -2.2243364347921446,
          48.05879244207704,
          79.71329251224569,
          12.548777945186279,
          19.676265934305082,
          -28.040407224987884,
          -34.45798671985194,
          -40.92756501260584,
          12.857848673316019,
          -61.56876111627566,
          107.0138124235781,
          33.34517898849655,
          37.16069269149777,
          -3.645572682866026,
          2.129018847319689,
          22.754200122386617,
          11.323454104300167,
          -41.45260694939004,
          28.246082354841484,
          -46.47677306233544,
          73.60273590250712,
          -47.22437765037062,
          -46.36137943974618,
          60.811904591205725,
          70.52731437182611,
          58.81594992519179,
          38.82794760864673,
          -59.37259941605854,
          67.75176044003788,
          -68.39713247849421,
          -7.166980517195355,
          -16.2063882530825,
          48.220551890783305,
          36.27761780983901,
          -15.939164440106154,
          5.8304473455053465,
          41.14367908914787,
          -65.34581253244374,
          18.834016782021152,
          -14.680046970629606,
          -1.9638804356245536,
          11.83408334591397,
          52.244708413229496,
          -18.121319897538346,
          37.23966953264291,
          -22.340676272832212,
          -44.505040985687955,
          34.19474781462954,
          -23.636217512659982,
          58.83095791035574,
          -50.50994088431448,
          68.65166914101835,
          -15.70845317380457,
          -63.7023603096845,
          -26.96431492281954,
          -20.7907762732936,
          -61.68646463110812,
          -5.205244394483353,
          99.23276262586447,
          -43.56227076213416,
          100.25463750102934,
          -3.8105387651595937,
          80.3916424575126,
          -9.361959925248991,
          -26.574614789590964,
          -50.80152074544957,
          -67.63979110228286,
          -19.073642443369113,
          -72.55904475378884,
          39.99961442697298,
          11.461449758831511,
          -25.746801354056224,
          -43.28132595445414,
          -41.91166918870928,
          -33.41644177378737,
          32.124072725661904,
          -3.513559459223609,
          -62.37579976191585,
          15.820729506547684,
          16.56387096995715,
          -42.91860617239094,
          -29.903432695327364,
          32.70366849261275,
          -60.551280108178005,
          -11.90191333003939,
          14.058117179194316,
          58.72783878302384,
          -81.307352772878,
          -71.1233681683577,
          -18.412165614502854,
          -1.6465683007714407,
          5.631463556700632,
          56.68781555160725,
          90.20567856083937,
          11.444509483795194,
          24.159330646652496,
          4.023878078917591,
          4.075230581086415,
          -17.986128906321138,
          -52.25476044605657,
          1.3598388895035027,
          0.3653388023830812,
          -5.183292296792529,
          -44.62568456074794,
          22.05253908999609,
          -47.795310271934326,
          -77.35661964787636,
          60.62359240666302,
          -95.49654064738995,
          10.11870064199787,
          -34.032801242304615,
          -13.6370674410734,
          31.438824318680975,
          -10.32155915313232,
          -63.58514353018141,
          16.07224295406744,
          -5.417896442332687,
          57.13082385006479,
          -2.9242306827127695,
          28.927380599610423,
          67.29540217294742,
          -53.8408636497546,
          -42.320852289760595,
          22.07135698262003,
          37.98147987613699,
          -32.465437971935515,
          -5.5508246563278565,
          -39.875094848960885,
          69.15144694916935,
          6.898402835650353,
          -23.367867693229897,
          -5.774529663681077,
          -61.65659253197253,
          29.63506602885999,
          24.102035341461583,
          -89.59728354245333,
          -5.483568274929196,
          68.87776952830517,
          49.60274770620525,
          8.666210942952386,
          6.3982450736238405,
          8.661031924044359,
          74.69790988836627,
          -36.97780577341706,
          26.912328052552645,
          5.297480214567139,
          8.10067865987411,
          -18.687010914194033,
          76.83649447648307,
          92.41150110616718,
          3.8556189103779177,
          13.576030048377357,
          25.45199427394948,
          -74.54989226610772,
          -44.128470712477736,
          -7.108917855078728,
          -35.38102945548376,
          14.30653619219871,
          12.644083156070751,
          15.86855789188405,
          36.20642633862853,
          7.291072056156745,
          2.017926544799036,
          4.488893087047146,
          -38.22746794925978,
          7.345853241058358,
          25.41365868193579,
          18.129176385107137,
          -90.46900355627506,
          -41.50691195649872,
          23.096457827542686,
          -54.97208305856272,
          -19.349913659258544,
          36.79673270403926,
          31.539928330675423,
          44.84071327989902,
          0.3957285217373275,
          75.61149773726552,
          79.91678744919857,
          -25.88586059849741,
          14.574764874801666,
          94.27775274569714,
          -2.8479911558488205,
          24.19332788712736,
          45.11366653694263,
          38.413762865640834,
          -29.550092360283003,
          -82.34684083214486,
          23.584711624215288,
          -59.88262634172047,
          8.50060361934586,
          28.85678609886871,
          7.768161178199362,
          -12.558801771907152,
          -38.350055444314926,
          11.518986449217984,
          32.11697829383913,
          -14.239234868072446,
          -28.166038824729426,
          13.605228752393353,
          54.572090698001304,
          16.06046385401778,
          -100.55340060748658,
          0.29774773873463833,
          21.268560560504962,
          38.420523136665004,
          21.49476728806058,
          -4.4595118302671395,
          51.60702394069446,
          3.441652851287994,
          8.075989072462164,
          11.162265976019249,
          20.358271920798998,
          80.7335694616811,
          -59.59397322924817,
          -18.655295065795013,
          -19.608413824574104,
          36.65975347569158,
          -69.50424332622008,
          -2.0798351617985262,
          -27.44381312799592,
          98.37903521966983,
          -35.703797583095934,
          62.00407875674874,
          -55.810435236438174,
          18.471619816149193,
          23.914680524139204,
          -43.17569977661701,
          -27.686048909743665,
          47.604305647196135,
          46.9610346447184,
          41.83293301212698,
          26.14770025027862,
          25.828587397151264,
          33.2779870757595,
          34.486587297564164,
          -9.334275999087957,
          31.255395525553713,
          33.179342756886896,
          -82.82566853123818,
          38.40580885666094,
          26.35309998532855,
          13.662657825714131,
          27.111690841697655,
          -20.92021216244999,
          15.440672234865795,
          -10.330427520011398,
          -66.87588949444498,
          19.598909007531923,
          -37.28507691658796,
          32.035992304421,
          -0.27345078589763955,
          -35.94102434162664,
          51.822943639837,
          -53.019157764061376,
          -11.216729133999891,
          -18.461840221113388,
          -44.250741769827975,
          55.550912999398584,
          19.827005088974865,
          4.180428737081343,
          52.99362263437873,
          -2.6520664296303544,
          -59.8474063419114,
          -21.191475972974114,
          -40.27703875890654,
          -4.894574663747203,
          2.40351223371399,
          88.45724873914128,
          -61.36996261701676,
          -20.326620483606817,
          -50.536673568341335,
          13.703006401084004,
          -37.200031600576864,
          -22.47150930154597,
          89.4517440316249,
          48.17204219215143,
          -1.322316425112719,
          94.30492225455912,
          10.231219070776525,
          40.61279142606222,
          17.195470196701038,
          16.8426973144024,
          63.61796073592057,
          73.67259310602502,
          24.949208771687427,
          25.89240740325838,
          46.125265913390024,
          35.02778569313284,
          -12.148102160111545,
          20.628853914740247,
          -18.296088186321896,
          -48.89930101055522,
          -11.72741908807698,
          -33.09858998384286,
          102.85975904069723,
          76.90236786933256,
          17.52282617680539,
          1.7426163453808117,
          -29.35168581281806,
          41.05763237688195,
          91.85884442838812,
          3.3250724548223105,
          -41.74455992265264,
          3.5253631990003442,
          22.42135666350899,
          -2.2243364347921446,
          48.05879244207704,
          79.71329251224569,
          12.548777945186279,
          19.676265934305082,
          -28.040407224987884,
          -34.45798671985194,
          -40.92756501260584,
          12.857848673316019,
          -61.56876111627566,
          107.0138124235781,
          33.34517898849655,
          37.16069269149777,
          -3.645572682866026,
          2.129018847319689,
          22.754200122386617,
          11.323454104300167,
          -41.45260694939004,
          28.246082354841484,
          -46.47677306233544,
          73.60273590250712,
          -47.22437765037062,
          -46.36137943974618,
          60.811904591205725,
          70.52731437182611,
          58.81594992519179,
          38.82794760864673,
          -59.37259941605854,
          67.75176044003788,
          -68.39713247849421,
          -7.166980517195355,
          -16.2063882530825,
          48.220551890783305,
          36.27761780983901,
          -15.939164440106154,
          5.8304473455053465,
          41.14367908914787,
          -65.34581253244374,
          18.834016782021152,
          -14.680046970629606,
          -1.9638804356245536,
          11.83408334591397,
          52.244708413229496,
          -18.121319897538346,
          37.23966953264291,
          -22.340676272832212,
          -44.505040985687955,
          34.19474781462954,
          -23.636217512659982,
          58.83095791035574,
          -50.50994088431448,
          68.65166914101835,
          -15.70845317380457,
          -63.7023603096845,
          -26.96431492281954,
          -20.7907762732936,
          -61.68646463110812,
          -5.205244394483353,
          99.23276262586447,
          -43.56227076213416,
          100.25463750102934,
          -3.8105387651595937,
          80.3916424575126,
          -9.361959925248991,
          -26.574614789590964,
          -50.80152074544957,
          -67.63979110228286,
          -19.073642443369113,
          -72.55904475378884,
          39.99961442697298,
          11.461449758831511,
          -25.746801354056224,
          -43.28132595445414,
          -41.91166918870928,
          -33.41644177378737,
          32.124072725661904,
          -3.513559459223609,
          -62.37579976191585,
          15.820729506547684,
          16.56387096995715,
          -42.91860617239094,
          -29.903432695327364,
          32.70366849261275,
          -60.551280108178005,
          -11.90191333003939,
          14.058117179194316,
          58.72783878302384,
          -81.307352772878,
          -71.1233681683577,
          -18.412165614502854,
          -1.6465683007714407,
          5.631463556700632,
          56.68781555160725,
          90.20567856083937,
          11.444509483795194,
          24.159330646652496,
          4.023878078917591,
          4.075230581086415,
          -17.986128906321138,
          -52.25476044605657,
          1.3598388895035027,
          0.3653388023830812,
          -5.183292296792529,
          -44.62568456074794,
          22.05253908999609,
          -47.795310271934326,
          -77.35661964787636,
          60.62359240666302,
          -95.49654064738995,
          10.11870064199787,
          -34.032801242304615,
          -13.6370674410734,
          31.438824318680975,
          -10.32155915313232,
          -63.58514353018141,
          16.07224295406744,
          -5.417896442332687,
          57.13082385006479,
          -2.9242306827127695,
          28.927380599610423,
          67.29540217294742,
          -53.8408636497546,
          -42.320852289760595,
          22.07135698262003,
          37.98147987613699,
          -32.465437971935515,
          -5.5508246563278565,
          -39.875094848960885,
          69.15144694916935,
          6.898402835650353,
          -23.367867693229897,
          -5.774529663681077,
          -61.65659253197253,
          29.63506602885999,
          24.102035341461583,
          -89.59728354245333,
          -5.483568274929196,
          68.87776952830517,
          49.60274770620525,
          8.666210942952386,
          6.3982450736238405,
          8.661031924044359,
          74.69790988836627,
          -36.97780577341706,
          26.912328052552645,
          5.297480214567139,
          8.10067865987411,
          -18.687010914194033,
          76.83649447648307,
          92.41150110616718,
          3.8556189103779177,
          13.576030048377357,
          25.45199427394948,
          -74.54989226610772,
          -44.128470712477736,
          -7.108917855078728,
          -35.38102945548376,
          14.30653619219871,
          12.644083156070751,
          15.86855789188405,
          36.20642633862853,
          7.291072056156745,
          2.017926544799036,
          4.488893087047146,
          -38.22746794925978,
          7.345853241058358,
          25.413658681935786,
          18.129176385107137,
          -90.46900355627506,
          -41.50691195649872,
          23.096457827542686,
          -54.97208305856272,
          -19.349913659258544,
          36.79673270403926,
          31.539928330675423,
          44.84071327989902,
          0.3957285217373275,
          75.61149773726552,
          79.91678744919857,
          -25.88586059849741,
          14.574764874801666,
          94.27775274569714,
          -2.8479911558488205,
          24.19332788712736,
          45.11366653694263,
          38.413762865640834,
          -29.550092360283003,
          -82.34684083214486,
          23.584711624215288,
          -59.88262634172047,
          8.50060361934586,
          28.85678609886871,
          7.768161178199362,
          -12.558801771907152,
          -38.350055444314926,
          11.518986449217984,
          32.11697829383913,
          -14.239234868072446,
          -28.166038824729426,
          13.605228752393353,
          54.572090698001304,
          16.06046385401778,
          -100.55340060748658,
          0.29774773873463833,
          21.268560560504962,
          38.420523136665004,
          21.49476728806058,
          -4.4595118302671395,
          51.60702394069446,
          3.441652851287994,
          8.075989072462164,
          11.162265976019249,
          20.358271920798998,
          80.7335694616811,
          -59.59397322924817,
          -18.655295065795013,
          -19.608413824574104,
          36.65975347569158,
          -69.50424332622008,
          -2.0798351617985262,
          -27.44381312799592,
          98.37903521966983,
          -35.703797583095934,
          62.00407875674874,
          -55.810435236438174,
          18.471619816149193,
          23.914680524139204,
          -43.17569977661701,
          -27.686048909743665,
          47.604305647196135,
          46.9610346447184,
          41.83293301212698,
          26.14770025027862,
          25.828587397151264,
          33.2779870757595,
          34.486587297564164,
          -9.334275999087957,
          31.255395525553713,
          33.179342756886896,
          -82.82566853123818,
          38.40580885666094,
          26.35309998532855,
          13.662657825714131,
          27.111690841697655,
          -20.92021216244999,
          15.440672234865795,
          -10.330427520011398,
          -66.87588949444498,
          19.598909007531923,
          -37.28507691658796,
          32.035992304421,
          -0.27345078589763955,
          -35.94102434162664,
          51.822943639837,
          -53.019157764061376,
          -11.216729133999891,
          -18.461840221113388,
          -44.250741769827975,
          55.550912999398584,
          19.827005088974865,
          4.180428737081343,
          52.99362263437873,
          -2.6520664296303544,
          -59.8474063419114,
          -21.191475972974114,
          -40.27703875890654,
          -4.894574663747203,
          2.40351223371399,
          88.45724873914128,
          -61.36996261701676,
          -20.326620483606817,
          -50.536673568341335,
          13.703006401084004,
          -37.200031600576864,
          -22.47150930154597,
          89.4517440316249,
          48.17204219215143,
          -1.322316425112719,
          94.30492225455912,
          10.231219070776525,
          40.61279142606222,
          17.195470196701038,
          16.8426973144024,
          63.61796073592057,
          73.67259310602502,
          24.949208771687427,
          25.89240740325838,
          46.125265913390024,
          35.02778569313284,
          -12.148102160111545,
          20.628853914740247,
          -18.296088186321896,
          -48.89930101055522,
          -11.72741908807698,
          -33.09858998384286,
          102.85975904069723,
          76.90236786933256,
          17.52282617680539,
          1.7426163453808117,
          -29.35168581281806,
          41.05763237688195,
          91.85884442838812,
          3.3250724548223105,
          -41.74455992265264,
          3.5253631990003442,
          22.42135666350899,
          -2.2243364347921446,
          48.05879244207704,
          79.71329251224569,
          12.548777945186279,
          19.676265934305082,
          -28.040407224987884,
          -34.45798671985194,
          -40.92756501260584,
          12.857848673316019,
          -61.56876111627566,
          107.0138124235781,
          33.34517898849655,
          37.16069269149777,
          -3.645572682866026,
          2.129018847319689,
          22.754200122386617,
          11.323454104300167,
          -41.45260694939004,
          28.246082354841484,
          -46.47677306233544,
          73.60273590250712,
          -47.22437765037062,
          -46.36137943974618,
          60.811904591205725,
          70.52731437182611,
          58.81594992519179,
          38.82794760864673,
          -59.37259941605854,
          67.75176044003788,
          -68.39713247849421,
          -7.166980517195355,
          -16.2063882530825,
          48.220551890783305,
          36.27761780983901,
          -15.939164440106154,
          5.8304473455053465,
          41.14367908914787,
          -65.34581253244374,
          18.834016782021152,
          -14.680046970629606,
          -1.9638804356245536,
          11.83408334591397,
          52.244708413229496,
          -18.121319897538346,
          37.23966953264291,
          -22.340676272832212,
          -44.505040985687955,
          34.19474781462954,
          -23.636217512659982,
          58.83095791035574,
          -50.50994088431448,
          68.65166914101835,
          -15.70845317380457,
          -63.702360309684494,
          -26.964314922819533,
          -20.790776273293602
         ],
         "z": [
          -1.0826994553390468,
          11.996136721788584,
          -9.844710530970339,
          11.039976442630833,
          12.088204915017338,
          0.2401942914795531,
          -10.619789150055718,
          -1.7888228163292097,
          0.9475609802925353,
          -12.136353475376493,
          -4.9135771721601,
          0.41887504222023386,
          -9.213921445119533,
          -10.220078987871856,
          -12.160483555729188,
          0.10195866681187835,
          -10.84340254368901,
          -7.010422555179457,
          0.5693756927165823,
          -4.9674836681121635,
          -1.8569029085014506,
          -5.033167073770394,
          -11.793507910276986,
          12.733719130994885,
          12.643448748623417,
          -6.574339302036214,
          12.045020092939811,
          12.982122462417685,
          -1.6381547496737054,
          -10.954465594881878,
          11.897623667137552,
          -4.410913021029976,
          -2.114017571522205,
          -9.899671452622117,
          -6.252869939685169,
          10.719592236841802,
          11.43300362483834,
          11.845563299030816,
          -2.5331297877943735,
          -7.2994012450808485,
          0.9560419939571819,
          -11.069501362593908,
          -11.112715015193352,
          -9.8196075792706,
          11.895696763920853,
          -9.596264299711956,
          10.404399824931847,
          -4.428561895291157,
          11.383782559047521,
          12.324397588039082,
          -1.4585087889806938,
          -4.425446447148981,
          12.030730686007628,
          -2.057775657090949,
          12.080115425758246,
          -6.585153311719996,
          11.217243142039319,
          0.7596568038875648,
          -4.417725545240177,
          -6.929677533377049,
          10.455296739484217,
          -9.93825439371687,
          10.567743781288229,
          12.854018588008785,
          11.905224205489324,
          12.491510832401772,
          -5.334248053783458,
          -6.201540643172491,
          -10.681379019548212,
          -6.003529209279429,
          -6.171121150659477,
          10.621436825688058,
          -9.598044430713779,
          -4.635472481234561,
          -10.347743503294495,
          10.298508057751908,
          -4.906028483631737,
          -6.8024064387960745,
          11.046256461280757,
          9.491982866345692,
          12.25528069197779,
          -7.138405142934699,
          -6.965034025515935,
          12.39883772928257,
          11.972212864166426,
          12.168267287533187,
          -7.507958041560966,
          -5.9903697674913765,
          -4.893419626732982,
          -5.819845258254074,
          -6.42916000379846,
          -4.834856690840806,
          11.92684814370586,
          11.365807581787887,
          -1.7692430252857556,
          12.41898929344477,
          -4.3904417362200565,
          12.177417753017808,
          -4.27674375251108,
          10.52428692766792,
          0.023799474733336035,
          -5.395470247666609,
          -9.76165440899441,
          10.128107619953964,
          -1.2275072716188506,
          -1.0585788318319251,
          -4.755671327031892,
          9.844045348225832,
          0.14573456326232248,
          0.39396529694953203,
          11.958252326816094,
          10.715016046062399,
          -6.715939196442592,
          -4.620203082844347,
          -8.344345128684777,
          -0.3288313027233473,
          10.697342831160432,
          -6.63140419737598,
          12.264544996033534,
          0.14850205268069017,
          -4.812388261879331,
          -4.2200731101189835,
          -1.14873980643395,
          0.8663709031812339,
          -7.558876267647941,
          0.7250369463129089,
          -2.224426534259822,
          12.467249243164163,
          -11.711928902164463,
          -9.499536506527736,
          -4.349590185864995,
          -0.9682308961365712,
          -11.686761381870982,
          -2.618117114520673,
          -1.9587690561524915,
          -11.912293923211383,
          -11.15787144623169,
          0.060388592313383484,
          11.090688688703578,
          10.900380543120605,
          0.6157641844173007,
          -10.876174031639506,
          -9.57674723151086,
          -6.280360205870912,
          10.852723151731666,
          -11.79077832339442,
          -3.9986447801307072,
          10.745552605889442,
          10.820079966132203,
          -5.9474064520482,
          0.8288946909928641,
          -6.198413265251752,
          13.026016900029951,
          -9.738522772328254,
          11.24050869480364,
          -1.7210960566318925,
          12.376116736683576,
          -11.32685959747456,
          -5.405348424788991,
          12.280418472772606,
          12.146668229283527,
          -4.951281466770383,
          0.10949841915932954,
          -9.791026003783232,
          -1.4000479570803162,
          11.77998324080409,
          -9.903602902209926,
          -9.130612106099589,
          -6.722659695423321,
          11.333740479193299,
          -1.3684431140947075,
          10.534988809416745,
          0.4139399883076676,
          12.27311163216543,
          -9.756820769208815,
          -6.61186400963509,
          0.664333319335967,
          -10.14095973675298,
          -0.3152210625597516,
          -4.1161975950750875,
          11.961512915791506,
          -11.670575877275285,
          -4.578380403468735,
          -2.014773862700336,
          12.004456872721534,
          12.090194348542747,
          0.32676852743690477,
          -0.0025749307230800702,
          11.139128317459662,
          -12.44162650926869,
          -9.564160665971702,
          -4.743410306827872,
          -9.035464686937685,
          -6.1672542314434935,
          10.107450897212289,
          -11.316821970498912,
          -2.1216798267404324,
          10.894789354014552,
          -9.214874145849103,
          9.880692388492756,
          -10.96846229851914,
          0.3066329850884306,
          10.417597467374145,
          -11.513954022467273,
          -9.098431547937231,
          -2.069133133748833,
          11.67437999298309,
          -1.5200300694565287,
          -6.675536818320681,
          -4.900883221358039,
          11.812356469992716,
          10.994751660796638,
          -1.794044459725394,
          -8.839819182686437,
          -6.328803288333416,
          0.3415140884417219,
          10.985898564498804,
          -11.641694275193288,
          12.470331808797637,
          12.788739105845707,
          0.46306485950811627,
          -1.4172223498041157,
          -9.858963952345174,
          12.025794007672687,
          -9.46866748480913,
          0.9083234708576312,
          -1.4189046423851095,
          -6.495663490844179,
          -0.9604690484329143,
          0.8367969681100643,
          12.607622156020149,
          9.983884524282052,
          -2.243077206944453,
          10.608524102527724,
          -9.226248890161534,
          -6.859227543774534,
          11.29129592904326,
          11.97994485454347,
          12.228058466751603,
          0.31212599257048795,
          12.827265900510376,
          10.256701715230246,
          12.272943190383037,
          10.729194550541447,
          12.243828042881269,
          10.405468249904754,
          -6.843862840052998,
          0.47949718380752826,
          -1.5384428658795726,
          -6.717781598220192,
          -1.2647731504245447,
          -12.062894063402311,
          9.845972580351798,
          -5.091017253805437,
          9.897983437009222,
          11.50067108608633,
          -1.227512181951602,
          -6.693762962895496,
          -11.59847228328285,
          11.250554682267568,
          12.342278409447891,
          12.668793072614065,
          -6.985783895146182,
          -11.613910597663242,
          12.307396092495635,
          10.56586879401866,
          -11.357951267763465,
          12.36018654195649,
          -9.646844435908442,
          -9.56250513002418,
          -2.3888642196220067,
          -2.6440071628164072,
          0.4757222274236141,
          -4.89041531353354,
          10.96591229552255,
          -11.529934442952305,
          11.019392955753945,
          10.96047919124799,
          -2.0313652813603085,
          -11.37186748044679,
          12.008241790775616,
          10.559606011940847,
          -9.641330162134018,
          -9.962652200885824,
          11.876546506525717,
          -6.73166471595558,
          11.484389467307738,
          10.420216899928722,
          0.812410271083007,
          11.69670630826669,
          10.638929315989966,
          10.576362619842179,
          -11.472477520544917,
          -6.761525211487057,
          10.28080666702962,
          -10.473743498877889,
          -5.75371250031277,
          11.69291698522943,
          -8.75300234787061,
          10.364105756637771,
          -6.286937222449522,
          0.6508007250524088,
          10.339212540469338,
          11.435756079042875,
          12.036090099361017,
          -11.634199450477112,
          10.920647847493788,
          -4.99179139751646,
          -6.250873751883322,
          -1.7633297846480214,
          -10.470894194791352,
          -7.312861429382485,
          -7.331770405556513,
          -2.0915567054601163,
          0.193654971123646,
          0.2658453919136056,
          -9.205743218348944,
          12.292008180526992,
          11.61194746648791,
          11.932661275833171,
          -9.514449065511394,
          11.153434456417893,
          -6.643917734685203,
          12.576564488149732,
          -4.589641501394138,
          11.494801346376223,
          11.753012533660204,
          -12.074381710928302,
          -4.458953044835499,
          11.589849981288575,
          -9.339039694475977,
          1.0107711270352928,
          -1.286492604533608,
          11.672882251822697,
          11.537360961644378,
          12.490638750409106,
          10.028946837899774,
          10.299437493889144,
          12.278082701729279,
          -6.351881200887423,
          -11.37036093082743,
          -9.761668449439927,
          -6.83034103348694,
          11.663153249345136,
          11.46593123470602,
          -4.225719823876932,
          11.329280006602689,
          -1.5184155886473616,
          -4.877215619008466,
          -1.597893560345612,
          -1.9402932263412187,
          -9.458140816560554,
          -6.724757939654394,
          0.797865566235104,
          -9.423023156222111,
          -4.457163740121904,
          -6.41409004229075,
          -4.31898149783481,
          -4.339706390102533,
          12.151372126184746,
          -9.776290479330543,
          -1.5080689574249118,
          -9.029985072874423,
          -6.660676069881308,
          -0.8554413882127214,
          12.256292265625989,
          -4.345122348646101,
          9.952755848646333,
          -9.835087485637416,
          -4.617772226171086,
          -0.17412385663161206,
          -6.176145844553906,
          12.334462306416759,
          11.814548299364812,
          -4.602819548853794,
          -0.8165831779397844,
          -6.666936974832845,
          0.7968143465576314,
          -4.502646126045623,
          10.737625011100523,
          11.163974265150442,
          12.030611806425965,
          -1.083770932546359,
          -6.259652470067523,
          -1.5291963276044263,
          0.405114998911849,
          1.1267994000162043,
          11.252345073382054,
          10.506524527599263,
          -4.914932321361371,
          12.737936740043361,
          -2.1962233772951727,
          12.369124800220135,
          -5.194430754444513,
          -7.299020913242875,
          -6.297332803649878,
          10.874041181673666,
          -2.263126670418056,
          -1.5566087564613442,
          -9.803603858521525,
          11.725620324152828,
          -4.776235227267285,
          -10.450934773676796,
          -10.004577222314152,
          12.087885790673738,
          10.857121626831926,
          11.812452944568653,
          11.334685554964018,
          10.123988664063218,
          -4.891580445501295,
          -5.22302884465187,
          -4.620062480537774,
          0.921467026488069,
          12.201403899660773,
          -9.683259998598347,
          13.012578739302516,
          -4.028447130292223,
          12.251873674395506,
          -9.8102627594186,
          -8.735501757467395,
          -10.052266150674606,
          -9.437566111941445,
          12.716785152888452,
          10.001342098181354,
          -1.9857212504643198,
          9.77816199861721,
          -4.433801771467366,
          11.487821281728039,
          -2.179573687204291,
          -6.471122473421668,
          10.394524537361537,
          0.28647799368224125,
          11.560182064724955,
          -4.238485045426552,
          -9.626687679019769,
          12.333064193888054,
          -11.835747202583907,
          -1.5698858554330075,
          10.841673881778133,
          -6.482985683220538,
          11.436436623048722,
          -1.963247208407997,
          -9.625308698742785,
          -6.501786532319037,
          -9.267732687593938,
          -11.817225957265753,
          12.233096145575095,
          -9.702532821133502,
          -2.630316236924171,
          -12.005674666564522,
          10.838174530282135,
          -11.005536640924108,
          -9.981747172277105,
          12.512160869983045,
          -9.716171370521652,
          12.225516923984,
          11.757722343396834,
          0.3478251007229775,
          -0.10899312265313811,
          -10.752861202508534,
          10.228828267505934,
          -9.384285310439617,
          12.165976240028575,
          -4.341978791618956,
          10.852953158952205,
          -2.5765921606246733,
          11.413000163503265,
          -6.071132761740851,
          -1.6409979266717734,
          -4.580031667604689,
          0.3928237707202615,
          0.29976973500021786,
          -1.0740131905254728,
          -4.682827119125492,
          12.45120464977418,
          -2.1404785327782543,
          0.3990081638556365,
          11.02285790450051,
          10.636208424952933,
          -1.3627498517678516,
          -6.607468257927738,
          -9.936203608102835,
          11.315470720692744,
          10.459879254302047,
          -1.390739922625698,
          9.87819284643962,
          10.879526946589008,
          -11.599675074032904,
          -11.099317688376416,
          0.34167380519525,
          -2.805476130765039,
          10.24288735822375,
          -6.871285344562211,
          -5.477728086013968,
          -1.6539698228036408,
          10.137944902216287,
          -1.2306936337253926,
          10.147846709774683,
          -0.30710994236593625,
          10.286399669464574,
          10.71772967250169,
          10.0110357843953,
          11.468396228611834,
          9.667386139989167,
          -11.912067720511029,
          -10.373149162454254,
          13.163473175871568,
          -5.695243428319548,
          11.512142779835466,
          -1.8419166412409702,
          10.534649278773918,
          -6.645833915641178,
          -1.5225131875172846,
          11.334052250476928,
          -9.259988653551725,
          -6.593623877748867,
          11.195314640159156,
          -7.07726515557751,
          -1.993032590506564,
          -5.259879598502406,
          -9.345720052122196,
          0.9556601399632928,
          0.7412200827701922,
          -1.1462784621661712,
          12.796387644218678,
          0.98660093544791,
          -4.125883200125881,
          -11.868143923215,
          0.7667466343181907,
          12.314613989439776,
          -7.113981865975054,
          -11.609739305776111,
          -9.909809386737098,
          -10.718821813857918,
          -6.148961159729843,
          10.744068769165267,
          -6.572919849124667,
          12.222568127048056,
          -6.064138297671324,
          1.1208492303106832,
          -6.799742021539319,
          -9.69078657373531,
          -2.3905573353485163,
          -9.789876033366506,
          -9.288807386712415,
          -11.86608270654255,
          0.8484826941545793,
          9.805906604500947,
          -1.3309563032731047,
          9.734576536423246,
          0.5057095878509462,
          -9.736349876890976,
          -6.186549686737023,
          10.933632940691089,
          11.425764899070327,
          0.836698413296283,
          0.968637244872618,
          0.14710904917677675,
          -5.610203582463771,
          10.713120066356682,
          -4.929752803934599,
          -1.6007585929762913,
          -5.1231813817646294,
          -9.775625036121872,
          -9.009019977651898,
          11.677829409504977,
          0.3860915958509846,
          0.6854203091064778,
          -9.342790632728999,
          12.557869035120094,
          -0.05176476944154725,
          11.650061250064379,
          -1.1496134395772246,
          11.793409185324796,
          -7.30010037680492,
          10.58787596311814,
          0.8675677227525286,
          -4.249132036575522,
          -12.03611710082575,
          -1.4436098930501928,
          -9.510680844374031,
          -2.063068130609339,
          -4.289488073200143,
          -2.0653380689235084,
          12.443134159954473,
          -4.832815524773704,
          -4.2128857214586475,
          11.9890937194884,
          0.4093863268833046,
          -10.000678950467039,
          -10.44567765131014,
          -4.903367628596944,
          -1.588687805624557,
          -9.344547110214327,
          11.145659402183348,
          0.6249919647088412,
          -6.597190976618965,
          11.264319834233248,
          10.994322692850877,
          0.3374728202405637,
          10.28080666702962,
          -10.473743498877889,
          -5.75371250031277,
          11.69291698522943,
          -8.75300234787061,
          10.364105756637771,
          -6.286937222449522,
          0.6508007250524088,
          10.339212540469338,
          11.435756079042875,
          12.036090099361017,
          -11.634199450477112,
          10.920647847493788,
          -4.99179139751646,
          -6.250873751883322,
          -1.7633297846480214,
          -10.470894194791352,
          -7.312861429382485,
          -7.331770405556513,
          -2.0915567054601163,
          0.193654971123646,
          0.2658453919136056,
          -9.205743218348944,
          12.292008180526992,
          11.61194746648791,
          11.932661275833171,
          -9.514449065511394,
          11.153434456417893,
          -6.643917734685203,
          12.576564488149732,
          -4.589641501394138,
          11.494801346376223,
          11.753012533660204,
          -12.074381710928302,
          -4.458953044835499,
          11.589849981288575,
          -9.339039694475977,
          1.0107711270352928,
          -1.286492604533608,
          11.672882251822697,
          11.537360961644378,
          12.490638750409106,
          10.028946837899774,
          10.299437493889144,
          12.278082701729279,
          -6.351881200887423,
          -11.37036093082743,
          -9.761668449439927,
          -6.83034103348694,
          11.663153249345136,
          11.46593123470602,
          -4.225719823876932,
          11.329280006602689,
          -1.5184155886473616,
          -4.877215619008466,
          -1.597893560345612,
          -1.9402932263412187,
          -9.458140816560554,
          -6.724757939654394,
          0.797865566235104,
          -9.423023156222111,
          -4.457163740121904,
          -6.41409004229075,
          -4.31898149783481,
          -4.339706390102533,
          12.151372126184746,
          -9.776290479330543,
          -1.5080689574249118,
          -9.029985072874423,
          -6.660676069881308,
          -0.8554413882127214,
          12.256292265625989,
          -4.345122348646101,
          9.952755848646333,
          -9.835087485637416,
          -4.617772226171086,
          -0.17412385663161206,
          -6.176145844553906,
          12.334462306416759,
          11.814548299364812,
          -4.602819548853794,
          -0.8165831779397844,
          -6.666936974832845,
          0.7968143465576314,
          -4.502646126045623,
          10.737625011100523,
          11.163974265150442,
          12.030611806425965,
          -1.083770932546359,
          -6.259652470067523,
          -1.5291963276044263,
          0.405114998911849,
          1.1267994000162043,
          11.252345073382054,
          10.506524527599263,
          -4.914932321361371,
          12.737936740043361,
          -2.1962233772951727,
          12.369124800220135,
          -5.194430754444513,
          -7.299020913242875,
          -6.297332803649878,
          10.874041181673666,
          -2.263126670418056,
          -1.5566087564613442,
          -9.803603858521525,
          11.725620324152828,
          -4.776235227267285,
          -10.450934773676796,
          -10.004577222314152,
          12.087885790673738,
          10.857121626831926,
          11.812452944568653,
          11.334685554964018,
          10.123988664063218,
          -4.891580445501295,
          -5.22302884465187,
          -4.620062480537774,
          0.921467026488069,
          12.201403899660773,
          -9.683259998598347,
          13.012578739302516,
          -4.028447130292223,
          12.251873674395506,
          -9.8102627594186,
          -8.735501757467395,
          -10.052266150674606,
          -9.437566111941445,
          12.716785152888452,
          10.001342098181354,
          -1.9857212504643198,
          9.77816199861721,
          -4.433801771467366,
          11.487821281728039,
          -2.179573687204291,
          -6.471122473421668,
          10.394524537361537,
          0.28647799368224125,
          11.560182064724955,
          -4.238485045426552,
          -9.626687679019769,
          12.333064193888054,
          -11.835747202583907,
          -1.5698858554330075,
          10.841673881778133,
          -6.482985683220538,
          11.436436623048722,
          -1.963247208407997,
          -9.625308698742785,
          -6.501786532319037,
          -9.267732687593938,
          -11.817225957265753,
          12.233096145575095,
          -9.702532821133502,
          -2.630316236924171,
          -12.005674666564522,
          10.838174530282135,
          -11.005536640924108,
          -9.981747172277105,
          12.512160869983045,
          -9.716171370521652,
          12.225516923984,
          11.757722343396834,
          0.3478251007229775,
          -0.10899312265313811,
          -10.752861202508534,
          10.228828267505934,
          -9.384285310439617,
          12.165976240028575,
          -4.341978791618956,
          10.852953158952205,
          -2.5765921606246733,
          11.413000163503265,
          -6.071132761740851,
          -1.6409979266717734,
          -4.580031667604689,
          0.3928237707202615,
          0.29976973500021786,
          -1.0740131905254728,
          -4.682827119125492,
          12.45120464977418,
          -2.1404785327782543,
          0.3990081638556365,
          11.02285790450051,
          10.636208424952933,
          -1.3627498517678516,
          -6.607468257927738,
          -9.936203608102835,
          11.315470720692744,
          10.459879254302047,
          -1.390739922625698,
          9.87819284643962,
          10.879526946589008,
          -11.599675074032904,
          -11.099317688376416,
          0.34167380519525,
          -2.805476130765039,
          10.24288735822375,
          -6.871285344562211,
          -5.477728086013968,
          -1.6539698228036408,
          10.137944902216287,
          -1.2306936337253926,
          10.147846709774683,
          -0.30710994236593625,
          10.286399669464574,
          10.71772967250169,
          10.0110357843953,
          11.468396228611834,
          9.667386139989167,
          -11.912067720511029,
          -10.373149162454254,
          13.163473175871568,
          -5.695243428319548,
          11.512142779835466,
          -1.8419166412409702,
          10.534649278773918,
          -6.645833915641178,
          -1.5225131875172846,
          11.334052250476928,
          -9.259988653551725,
          -6.593623877748867,
          11.195314640159156,
          -7.07726515557751,
          -1.993032590506564,
          -5.259879598502406,
          -9.345720052122196,
          0.9556601399632928,
          0.7412200827701922,
          -1.1462784621661712,
          12.796387644218678,
          0.98660093544791,
          -4.125883200125881,
          -11.868143923215,
          0.7667466343181907,
          12.314613989439776,
          -7.113981865975054,
          -11.609739305776111,
          -9.909809386737098,
          -10.718821813857918,
          -6.148961159729843,
          10.744068769165267,
          -6.572919849124667,
          12.222568127048056,
          -6.064138297671324,
          1.1208492303106832,
          -6.799742021539319,
          -9.69078657373531,
          -2.3905573353485163,
          -9.789876033366506,
          -9.288807386712415,
          -11.86608270654255,
          0.8484826941545793,
          9.805906604500947,
          -1.3309563032731047,
          9.734576536423246,
          0.5057095878509462,
          -9.736349876890976,
          -6.186549686737023,
          10.933632940691089,
          11.425764899070327,
          0.836698413296283,
          0.968637244872618,
          0.14710904917677675,
          -5.610203582463771,
          10.713120066356682,
          -4.929752803934599,
          -1.6007585929762913,
          -5.1231813817646294,
          -9.775625036121872,
          -9.009019977651898,
          11.677829409504977,
          0.3860915958509846,
          0.6854203091064778,
          -9.342790632728999,
          12.557869035120094,
          -0.05176476944154725,
          11.650061250064379,
          -1.1496134395772246,
          11.793409185324796,
          -7.30010037680492,
          10.58787596311814,
          0.8675677227525286,
          -4.249132036575522,
          -12.03611710082575,
          -1.4436098930501928,
          -9.510680844374031,
          -2.063068130609339,
          -4.289488073200143,
          -2.0653380689235084,
          12.443134159954473,
          -4.832815524773704,
          -4.2128857214586475,
          11.9890937194884,
          0.4093863268833046,
          -10.000678950467039,
          -10.44567765131014,
          -4.903367628596944,
          -1.588687805624557,
          -9.344547110214327,
          11.145659402183348,
          0.6249919647088412,
          -6.597190976618965,
          11.264319834233248,
          10.994322692850877,
          0.3374728202405637,
          10.28080666702962,
          -10.473743498877889,
          -5.75371250031277,
          11.69291698522943,
          -8.75300234787061,
          10.364105756637771,
          -6.286937222449522,
          0.6508007250524088,
          10.339212540469338,
          11.435756079042875,
          12.036090099361017,
          -11.634199450477112,
          10.920647847493788,
          -4.99179139751646,
          -6.250873751883322,
          -1.7633297846480214,
          -10.470894194791352,
          -7.312861429382485,
          -7.331770405556513,
          -2.0915567054601163,
          0.193654971123646,
          0.2658453919136056,
          -9.205743218348944,
          12.292008180526992,
          11.61194746648791,
          11.932661275833171,
          -9.514449065511394,
          11.153434456417893,
          -6.643917734685203,
          12.576564488149732,
          -4.589641501394138,
          11.494801346376223,
          11.753012533660204,
          -12.074381710928302,
          -4.458953044835499,
          11.589849981288575,
          -9.339039694475977,
          1.0107711270352928,
          -1.286492604533608,
          11.672882251822697,
          11.537360961644378,
          12.490638750409106,
          10.028946837899774,
          10.299437493889144,
          12.278082701729279,
          -6.351881200887423,
          -11.37036093082743,
          -9.761668449439927,
          -6.83034103348694,
          11.663153249345136,
          11.46593123470602,
          -4.225719823876932,
          11.329280006602689,
          -1.5184155886473616,
          -4.877215619008466,
          -1.597893560345612,
          -1.9402932263412187,
          -9.458140816560554,
          -6.724757939654394,
          0.797865566235104,
          -9.423023156222111,
          -4.457163740121904,
          -6.41409004229075,
          -4.31898149783481,
          -4.339706390102533,
          12.151372126184746,
          -9.776290479330543,
          -1.5080689574249118,
          -9.029985072874423,
          -6.660676069881308,
          -0.8554413882127214,
          12.256292265625989,
          -4.345122348646101,
          9.952755848646333,
          -9.835087485637416,
          -4.617772226171086,
          -0.17412385663161206,
          -6.176145844553906,
          12.334462306416759,
          11.814548299364812,
          -4.602819548853794,
          -0.8165831779397844,
          -6.666936974832845,
          0.7968143465576314,
          -4.502646126045623,
          10.737625011100523,
          11.163974265150442,
          12.030611806425965,
          -1.083770932546359,
          -6.259652470067523,
          -1.5291963276044263,
          0.405114998911849,
          1.1267994000162043,
          11.252345073382054,
          10.506524527599263,
          -4.914932321361371,
          12.737936740043361,
          -2.1962233772951727,
          12.369124800220135,
          -5.194430754444513,
          -7.299020913242875,
          -6.297332803649878,
          10.874041181673666,
          -2.263126670418056,
          -1.5566087564613442,
          -9.803603858521525,
          11.725620324152828,
          -4.776235227267285,
          -10.450934773676796,
          -10.004577222314152,
          12.087885790673738,
          10.857121626831926,
          11.812452944568653,
          11.334685554964018,
          10.123988664063218,
          -4.891580445501295,
          -5.22302884465187,
          -4.620062480537774,
          0.921467026488069,
          12.201403899660773,
          -9.683259998598347,
          13.012578739302516,
          -4.028447130292223,
          12.251873674395506,
          -9.8102627594186,
          -8.735501757467395,
          -10.052266150674606,
          -9.437566111941445,
          12.716785152888452,
          10.001342098181354,
          -1.9857212504643198,
          9.77816199861721,
          -4.433801771467366,
          11.487821281728039,
          -2.179573687204291,
          -6.471122473421668,
          10.394524537361537,
          0.28647799368224125,
          11.560182064724955,
          -4.238485045426552,
          -9.626687679019769,
          12.333064193888054,
          -11.835747202583907,
          -1.5698858554330075,
          10.841673881778133,
          -6.482985683220538,
          11.436436623048722,
          -1.963247208407997,
          -9.625308698742785,
          -6.501786532319037,
          -9.267732687593938,
          -11.817225957265753,
          12.233096145575095,
          -9.702532821133502,
          -2.630316236924171,
          -12.005674666564522,
          10.838174530282135,
          -11.005536640924108,
          -9.981747172277105,
          12.512160869983045,
          -9.716171370521652,
          12.225516923984,
          11.757722343396834,
          0.3478251007229775,
          -0.10899312265313811,
          -10.752861202508534,
          10.228828267505934,
          -9.384285310439617,
          12.165976240028575,
          -4.341978791618956,
          10.852953158952205,
          -2.5765921606246733,
          11.413000163503265,
          -6.071132761740851,
          -1.6409979266717734,
          -4.580031667604689,
          0.3928237707202615,
          0.29976973500021786,
          -1.0740131905254728,
          -4.682827119125492,
          12.45120464977418,
          -2.1404785327782543,
          0.3990081638556365,
          11.02285790450051,
          10.636208424952933,
          -1.3627498517678516,
          -6.607468257927738,
          -9.936203608102835,
          11.315470720692744,
          10.459879254302047,
          -1.390739922625698,
          9.87819284643962,
          10.879526946589008,
          -11.599675074032904,
          -11.099317688376416,
          0.34167380519525,
          -2.805476130765039,
          10.24288735822375,
          -6.871285344562211,
          -5.477728086013968,
          -1.6539698228036408,
          10.137944902216287,
          -1.2306936337253926,
          10.147846709774683,
          -0.30710994236593625,
          10.286399669464574,
          10.71772967250169,
          10.0110357843953,
          11.468396228611834,
          9.667386139989167,
          -11.912067720511029,
          -10.373149162454254,
          13.163473175871568,
          -5.695243428319548,
          11.512142779835466,
          -1.8419166412409702,
          10.534649278773918,
          -6.645833915641178,
          -1.5225131875172846,
          11.334052250476928,
          -9.259988653551725,
          -6.593623877748867,
          11.195314640159156,
          -7.07726515557751,
          -1.993032590506564,
          -5.259879598502406,
          -9.345720052122196,
          0.9556601399632928,
          0.7412200827701922,
          -1.1462784621661712,
          12.796387644218678,
          0.98660093544791,
          -4.125883200125881,
          -11.868143923215,
          0.7667466343181907,
          12.314613989439776,
          -7.113981865975054,
          -11.609739305776111,
          -9.909809386737098,
          -10.718821813857918,
          -6.148961159729843,
          10.744068769165267,
          -6.572919849124667,
          12.222568127048056,
          -6.064138297671324,
          1.1208492303106832,
          -6.799742021539319,
          -9.69078657373531,
          -2.3905573353485163,
          -9.789876033366506,
          -9.288807386712415,
          -11.86608270654255,
          0.8484826941545793,
          9.805906604500947,
          -1.3309563032731047,
          9.734576536423246,
          0.5057095878509462,
          -9.736349876890976,
          -6.186549686737023,
          10.933632940691089,
          11.425764899070327,
          0.836698413296283,
          0.968637244872618,
          0.14710904917677675,
          -5.610203582463771,
          10.713120066356682,
          -4.929752803934599,
          -1.6007585929762913,
          -5.1231813817646294,
          -9.775625036121872,
          -9.009019977651898,
          11.677829409504977,
          0.3860915958509846,
          0.6854203091064778,
          -9.342790632728999,
          12.557869035120094,
          -0.05176476944154725,
          11.650061250064379,
          -1.1496134395772246,
          11.793409185324796,
          -7.30010037680492,
          10.58787596311814,
          0.8675677227525286,
          -4.249132036575522,
          -12.03611710082575,
          -1.4436098930501928,
          -9.510680844374031,
          -2.063068130609339,
          -4.289488073200143,
          -2.0653380689235084,
          12.443134159954473,
          -4.832815524773704,
          -4.2128857214586475,
          11.9890937194884,
          0.4093863268833046,
          -10.000678950467039,
          -10.44567765131014,
          -4.903367628596944,
          -1.588687805624557,
          -9.344547110214327,
          11.145659402183348,
          0.6249919647088412,
          -6.597190976618965,
          11.264319834233248,
          10.994322692850877,
          0.3374728202405637,
          10.28080666702962,
          -10.473743498877889,
          -5.75371250031277,
          11.69291698522943,
          -8.75300234787061,
          10.364105756637771,
          -6.286937222449522,
          0.6508007250524088,
          10.339212540469338,
          11.435756079042875,
          12.036090099361017,
          -11.634199450477112,
          10.920647847493788,
          -4.99179139751646,
          -6.250873751883322,
          -1.7633297846480214,
          -10.470894194791352,
          -7.312861429382485,
          -7.331770405556513,
          -2.0915567054601163,
          0.193654971123646,
          0.2658453919136056,
          -9.205743218348944,
          12.292008180526992,
          11.61194746648791,
          11.932661275833171,
          -9.514449065511394,
          11.153434456417893,
          -6.643917734685203,
          12.576564488149732,
          -4.589641501394138,
          11.494801346376223,
          11.753012533660204,
          -12.074381710928302,
          -4.458953044835499,
          11.589849981288575,
          -9.339039694475977,
          1.0107711270352928,
          -1.286492604533608,
          11.672882251822697,
          11.537360961644378,
          12.490638750409106,
          10.028946837899774,
          10.299437493889144,
          12.278082701729279,
          -6.351881200887423,
          -11.37036093082743,
          -9.761668449439927,
          -6.83034103348694,
          11.663153249345136,
          11.46593123470602,
          -4.225719823876932,
          11.329280006602689,
          -1.5184155886473616,
          -4.877215619008466,
          -1.597893560345612,
          -1.9402932263412187,
          -9.458140816560554,
          -6.724757939654394,
          0.797865566235104,
          -9.423023156222111,
          -4.457163740121904,
          -6.41409004229075,
          -4.31898149783481,
          -4.339706390102533,
          12.151372126184746,
          -9.776290479330543,
          -1.5080689574249118,
          -9.029985072874423,
          -6.660676069881308,
          -0.8554413882127214,
          12.256292265625989,
          -4.345122348646101,
          9.952755848646333,
          -9.835087485637416,
          -4.617772226171086,
          -0.17412385663161206,
          -6.176145844553906,
          12.334462306416759,
          11.814548299364812,
          -4.602819548853794,
          -0.8165831779397844,
          -6.666936974832845,
          0.7968143465576314,
          -4.502646126045623,
          10.737625011100523,
          11.163974265150442,
          12.030611806425965,
          -1.083770932546359,
          -6.259652470067523,
          -1.5291963276044263,
          0.405114998911849,
          1.1267994000162043,
          11.252345073382054,
          10.506524527599263,
          -4.914932321361371,
          12.737936740043361,
          -2.1962233772951727,
          12.369124800220135,
          -5.194430754444513,
          -7.299020913242875,
          -6.297332803649878,
          10.874041181673666,
          -2.263126670418056,
          -1.5566087564613442,
          -9.803603858521525,
          11.725620324152828,
          -4.776235227267285,
          -10.450934773676796,
          -10.004577222314152,
          12.087885790673734,
          10.857121626831926,
          11.812452944568653,
          11.334685554964018,
          10.123988664063218,
          -4.891580445501295,
          -5.22302884465187,
          -4.620062480537774,
          0.921467026488069,
          12.201403899660773,
          -9.683259998598347,
          13.012578739302516,
          -4.028447130292223,
          12.251873674395506,
          -9.8102627594186,
          -8.735501757467395,
          -10.052266150674606,
          -9.437566111941445,
          12.716785152888452,
          10.001342098181354,
          -1.9857212504643198,
          9.77816199861721,
          -4.433801771467366,
          11.487821281728039,
          -2.179573687204291,
          -6.471122473421668,
          10.394524537361537,
          0.28647799368224125,
          11.560182064724955,
          -4.238485045426552,
          -9.626687679019769,
          12.333064193888054,
          -11.835747202583907,
          -1.5698858554330075,
          10.841673881778133,
          -6.482985683220538,
          11.436436623048722,
          -1.963247208407997,
          -9.625308698742785,
          -6.501786532319037,
          -9.267732687593938,
          -11.817225957265753,
          12.233096145575095,
          -9.702532821133502,
          -2.630316236924171,
          -12.005674666564522,
          10.838174530282135,
          -11.005536640924108,
          -9.981747172277105,
          12.512160869983045,
          -9.716171370521652,
          12.225516923984,
          11.757722343396834,
          0.3478251007229775,
          -0.10899312265313811,
          -10.752861202508534,
          10.228828267505934,
          -9.384285310439617,
          12.165976240028575,
          -4.341978791618956,
          10.852953158952205,
          -2.5765921606246733,
          11.413000163503265,
          -6.071132761740851,
          -1.6409979266717734,
          -4.580031667604689,
          0.3928237707202615,
          0.29976973500021786,
          -1.0740131905254728,
          -4.682827119125492,
          12.45120464977418,
          -2.1404785327782543,
          0.3990081638556365,
          11.02285790450051,
          10.636208424952933,
          -1.3627498517678516,
          -6.607468257927738,
          -9.936203608102835,
          11.315470720692744,
          10.459879254302047,
          -1.390739922625698,
          9.87819284643962,
          10.879526946589008,
          -11.599675074032904,
          -11.099317688376416,
          0.34167380519525,
          -2.805476130765039,
          10.24288735822375,
          -6.871285344562211,
          -5.477728086013968,
          -1.6539698228036408,
          10.137944902216287,
          -1.2306936337253926,
          10.147846709774683,
          -0.30710994236593625,
          10.286399669464574,
          10.71772967250169,
          10.0110357843953,
          11.468396228611834,
          9.667386139989167,
          -11.912067720511029,
          -10.373149162454254,
          13.163473175871568,
          -5.695243428319548,
          11.512142779835466,
          -1.8419166412409702,
          10.534649278773918,
          -6.645833915641178,
          -1.5225131875172846,
          11.334052250476928,
          -9.259988653551725,
          -6.593623877748867,
          11.195314640159156,
          -7.07726515557751,
          -1.993032590506564,
          -5.259879598502406,
          -9.345720052122196,
          0.9556601399632928,
          0.7412200827701922,
          -1.1462784621661712,
          12.796387644218678,
          0.98660093544791,
          -4.125883200125881,
          -11.868143923215,
          0.7667466343181907,
          12.314613989439776,
          -7.113981865975054,
          -11.609739305776111,
          -9.909809386737098,
          -10.718821813857918,
          -6.148961159729843,
          10.744068769165267,
          -6.572919849124667,
          12.222568127048056,
          -6.064138297671324,
          1.1208492303106832,
          -6.799742021539319,
          -9.69078657373531,
          -2.3905573353485163,
          -9.789876033366506,
          -9.288807386712415,
          -11.86608270654255,
          0.8484826941545793,
          9.805906604500947,
          -1.3309563032731047,
          9.734576536423246,
          0.5057095878509462,
          -9.736349876890976,
          -6.186549686737023,
          10.933632940691089,
          11.425764899070327,
          0.836698413296283,
          0.968637244872618,
          0.14710904917677675,
          -5.610203582463771,
          10.713120066356682,
          -4.929752803934599,
          -1.6007585929762913,
          -5.1231813817646294,
          -9.775625036121872,
          -9.009019977651898,
          11.677829409504977,
          0.3860915958509846,
          0.6854203091064778,
          -9.342790632728999,
          12.557869035120094,
          -0.05176476944154725,
          11.650061250064379,
          -1.1496134395772246,
          11.793409185324796,
          -7.30010037680492,
          10.58787596311814,
          0.8675677227525286,
          -4.249132036575522,
          -12.03611710082575,
          -1.4436098930501928,
          -9.510680844374031,
          -2.063068130609339,
          -4.289488073200143,
          -2.0653380689235084,
          12.443134159954473,
          -4.832815524773704,
          -4.2128857214586475,
          11.9890937194884,
          0.4093863268833046,
          -10.000678950467039,
          -10.44567765131014,
          -4.903367628596944,
          -1.588687805624557,
          -9.344547110214327,
          11.145659402183348,
          0.6249919647088409,
          -6.597190976618965,
          11.264319834233248,
          10.994322692850877,
          0.3374728202405637
         ]
        },
        {
         "marker": {
          "color": "rgba(255, 128, 2, 0.8)"
         },
         "mode": "markers",
         "name": "Cluster 2",
         "type": "scatter3d",
         "x": [
          -1792.0201534758078,
          -136.5768119272237,
          -1500.3185477917905,
          -1240.7353539868798,
          -1678.7932430913388,
          -1891.6649467406562,
          -1157.9605101408972,
          -719.7061501516955,
          -46.66080392679248,
          -644.3897526543814,
          -89.109027869891,
          -255.24218765155535,
          -688.1932288350184,
          -612.4071310111475,
          -1516.974516584032,
          69.18585884330243,
          516.2943607608617,
          -645.3188214140565,
          -2019.7528081724986,
          -1396.670628404036,
          -1170.4229614069352,
          -1926.6676243511715,
          -2057.0052221750407,
          -2109.62700703864,
          -2071.433666123147,
          506.82643429404646,
          -60.3777245658422,
          -147.86119009885994,
          563.4111336792707,
          -624.2382926384242,
          -1847.4988453712824,
          -54.49768591962063,
          -83.6486030363658,
          294.5103732200755,
          -1860.267791482673,
          -1874.500038125608,
          195.16275465864638,
          340.99691743980236,
          -1452.0782358778456,
          -1382.6795634408945,
          -1423.131508153352,
          -117.3513853535335,
          -1438.769254870514,
          -1340.6015606867686,
          -1172.141098071076,
          -1750.9518870689037,
          -2087.5048279680273,
          311.80890525453896,
          -2048.0818082554133,
          -1114.1581749918491,
          68.93054485891838,
          -207.4295799723991,
          -1636.0210937176978,
          52.14089619979036,
          55.88459931212688,
          -1025.912101816763,
          -1591.4430809559606,
          -646.5723678845181,
          -536.8018287416562,
          -805.4127583982465,
          -1649.1590221521105,
          246.24762730992848,
          482.88538238373604,
          -1572.6895405797218,
          -710.8802599687359,
          -1864.3555708317788,
          -1545.2347903832956,
          -853.9672709170087,
          -1612.7558276707039,
          -959.8938021646131,
          -1746.5762265917597,
          -999.7383466421604,
          -918.4163589140361,
          -427.9360562419379,
          -1567.8871072198963,
          13.855223936089228,
          -438.995420612511,
          296.3369940270497,
          -1552.6605552175015,
          -1423.385188688224,
          -1532.5440675411694,
          497.6324483676222,
          -2056.244192924984,
          307.395043088653,
          318.70054191006255,
          -1090.0021654736902,
          -1555.0627396064303,
          -147.52849614759356,
          -2048.0319398825955,
          -1368.3608055809982,
          -1365.6855047802635,
          -1097.6895613654376,
          -1307.3284458939265,
          -1470.9967043262034,
          -1528.5862937191944,
          -795.1823149419756,
          -2133.043369413915,
          -1280.521477602469,
          -264.9179969204042,
          -921.0849658846935,
          -1699.2676188927799,
          -1969.985969018585,
          -831.249062750723,
          -540.729532649822,
          -90.73704690311193,
          443.29666780731105,
          -1329.95433538407,
          -635.4188707041343,
          -1703.4252955786942,
          -264.8885105322762,
          -1200.8748520865863,
          -439.0351082486529,
          535.5732814445727,
          -1337.0617857904724,
          -1971.3114477562756,
          -324.5034064454709,
          -531.9922874250443,
          237.7952281745574,
          -903.8954675631326,
          -425.73552115546926,
          384.0567242008371,
          537.2621731113985,
          606.536360132161,
          -491.0557558761404,
          -1616.0013129652982,
          -112.79424952517397,
          -873.2464819152462,
          -1888.4656705817458,
          -1647.1245326204892,
          -1223.950289349685,
          -2073.5586355804007,
          -2192.866041698152,
          -1243.7067696867243,
          -1994.2433350449521,
          -860.0772496916939,
          -1222.4675535221036,
          -1575.2108105871187,
          -1454.8057615671285,
          103.85717494424152,
          -1.9684607350323968,
          -572.7036400247171,
          -1768.0172743680362,
          -1695.0544763326418,
          -1242.8562275526992,
          -130.23416893015585,
          -1488.6299520296427,
          -532.0053922446865,
          -1907.1422996735191,
          -1454.5836245649118,
          -1916.583701788604,
          -2003.8741320711426,
          -2102.5335125224087,
          405.1597109538616,
          -962.2771178739001,
          -1908.1292459383092,
          -2102.494644589631,
          -1972.6663180442094,
          -1969.9669527252713,
          -1096.5779728778914,
          -240.2807805394698,
          -817.9938474644772,
          -1969.976965343043,
          173.37327152932917,
          -2018.8993304285295,
          -2080.0618394149847,
          -585.1940712421889,
          -1100.9355178579924,
          369.5428473339366,
          -1629.657120777044,
          60.20360550023354,
          -2114.7089230167317,
          -305.33757710539317,
          -159.87012471531537,
          -1993.0419541800397,
          -1596.4336193911631,
          -1258.4129656396165,
          -1698.9234171333253,
          -1926.9633128081016,
          -455.3747227441045,
          -1476.2211161387297,
          -356.5672211816982,
          -2194.2085681311814,
          -1975.6799474734803,
          -2041.2922215450853,
          -546.5980517669608,
          -816.5130464380946,
          -1006.3895366848409,
          -468.67931110138,
          320.5224541019455,
          -1228.9737000085574,
          -1152.877441087623,
          -1926.723476446545,
          283.56477666526007,
          -805.8265243423142,
          -138.08303364086052,
          -305.49052080632487,
          -152.27211146156154,
          -1784.0581364777477,
          -1730.5340789108907,
          -1497.9813452692122,
          -109.46670692862922,
          43.386032236907575,
          -1659.2326470067258,
          33.36260153273841,
          -1936.3837823211618,
          -1676.2373667932227,
          -996.9023320383449,
          -1664.8414983378416,
          -852.9609832150471,
          -364.21060201773383,
          -1309.11829766964,
          -1652.2391004663314,
          -815.5477257071154,
          -1292.1083884891298,
          130.13010932824184,
          -1979.4451424831607,
          -1100.1182494778668,
          544.0045618288245,
          -1359.634163544253,
          -1194.6611052335513,
          -1707.9152877623314,
          155.87715071838826,
          -557.6404646783632,
          -1432.5412453769848,
          -967.1937968232837,
          -1346.6025891028737,
          -1778.9254037233532,
          -1276.5026965519983,
          -277.52282696510287,
          169.48517890185363,
          -1844.8707076521453,
          -1238.404260617405,
          -480.23453163455434,
          -1928.5493364333647,
          -2005.088797670985,
          -178.09918986250835,
          -242.14461572660383,
          573.4940855527165,
          -1695.3229605235076,
          483.3055836562157,
          -1848.9318874892094,
          -1532.1748179765418,
          -297.91070961500736,
          320.88887828787205,
          -365.0201317925054,
          353.3583734769708,
          -979.77241518968,
          -1097.7419839729146,
          461.61744928786527,
          -1333.9822573947513,
          521.9307849602353,
          -1355.9756929779173,
          -1576.1367715409292,
          -2050.1337283419284,
          353.98451099618075,
          -945.858525191996,
          -1003.9196847554405,
          -501.72554714676045,
          -1847.5405575347131,
          -1426.0522159614422,
          -979.1878723515633,
          -770.7011802756978,
          -917.558651874619,
          17.386547204772665,
          -1059.3615216032013,
          -1624.144083849531,
          -996.8847138672693,
          -1757.4809959113475,
          -1517.671432938667,
          346.8745326337206,
          318.7640906253777,
          -1437.7101341701393,
          -1315.6130202511486,
          -557.1277822959327,
          419.09646755344716,
          -1198.1601283832651,
          -1517.7072059610764,
          -1808.531787045085,
          42.60330280995254,
          -2186.732882980929,
          -1545.22792848443,
          -344.2483183580937,
          -728.8289781567304,
          -1520.4413627200274,
          -1711.4691520587685,
          -1405.7029464413095,
          -662.1540284209884,
          171.6767535323899,
          -2151.6052320414174,
          -1387.8830829581718,
          -1942.7438845478084,
          -1437.7345593632404,
          -1386.5665565412655,
          -2196.9605433930037,
          -1644.7905288707937,
          -1861.6600241405913,
          -2077.989535433394,
          -645.2394595062397,
          -1546.981382091245,
          -302.8152962376739,
          -51.883701680803036,
          -1611.08840998743,
          -101.07398318845748,
          -944.8675865400817,
          -2184.721230708585,
          -1444.5913464137332,
          251.05643529202615,
          -1093.7996672296326,
          -418.6820579198446,
          -2035.572519275955,
          -1253.7206657012741,
          448.03304326810945,
          -277.3779492489753,
          -939.4778414675967,
          294.74423209520825,
          -1951.3053200105371,
          -1476.7010208940164,
          -446.6134247080925,
          196.94382326815423,
          -185.6262635081887,
          -292.2934515720072,
          -167.6409832841521,
          428.0437930326112,
          -1086.0736137755239,
          -567.0147560496777,
          -520.1838966886543,
          -1424.4048525755,
          -1041.7223380037287,
          -1377.7017421962641,
          -2067.1716072869735,
          -1175.4598082475968,
          -27.83135057284187,
          -1710.398804567142,
          -121.67720010184922,
          -1291.3194664924752,
          -2159.5798738019253,
          -651.9599388521478,
          -2197.6230844051374,
          -2081.4103857710907,
          -1500.3530515292712,
          -835.1165489381868,
          103.8202183141566,
          116.1947969387161,
          -1180.126481024418,
          -935.6510857618064,
          95.90067676552879,
          -1703.6350744341125,
          -365.60369654765697,
          -1828.061649457811,
          -42.807959164835594,
          -629.7786384760818,
          -221.6900113787611,
          -2138.4847864933354,
          -1457.491340453378,
          169.3458320395041,
          -2015.8964853621453,
          -1506.4284746323085,
          -840.9055905955923,
          -1862.616308071039,
          -1931.9796641025373,
          -1918.8807308644793,
          -1958.9329287625828,
          -1514.6315115082898,
          -1949.8438175578974,
          -1909.483663294437,
          269.79865930327367,
          -273.80206904853463,
          -1862.377791117904,
          -2139.461789654707,
          450.7080219588958,
          -147.8926275819999,
          -21.7340489390596,
          -48.68386479058477,
          -1185.4175077354869,
          485.8797336223083,
          -2178.629106151483,
          -2003.0609242262087,
          -835.5708268697912,
          -703.749397621314,
          -1913.4687225452556,
          -1601.7323210469883,
          -1216.615142017075,
          -140.17518137727487,
          152.9396746036848,
          -1454.8153235009524,
          -539.9996467745661,
          -1898.6626727625408,
          -890.8667150805578,
          -477.3813458892228,
          -596.5659388738933,
          -487.22924875739244,
          -267.0800579559607,
          -1275.5873896358562,
          -2154.3012981868706,
          -995.6509920987381,
          -1913.5276940391745,
          -385.61035337629403,
          -672.7777821961098,
          -136.42300506556086,
          -1595.6187474299436,
          -1675.2668480738648,
          536.5007359827171,
          -1938.7165746764563,
          -2197.6484825821035,
          -967.2020521639248,
          -1882.0659990362908,
          -1116.1268273918358,
          -687.065071667836,
          -1189.0704843352917,
          -1958.8503421278615,
          502.59336396861903,
          -1885.2041302515154,
          -329.067270165336,
          -1568.9446000145101,
          92.13884640226338,
          -130.91990306000136,
          -411.93469760378576,
          -1648.4008039321204,
          -10.760021939559637,
          -1746.515776626278,
          -820.0336279082863,
          -53.396218177185304,
          -666.671309111141,
          -1179.54735973897,
          -566.5233974710366,
          579.049387903014,
          -1745.04258093043,
          -568.9883047554123,
          460.55803762114664,
          -678.971207587637,
          -1691.2795770490002,
          -281.86972872049904,
          -2057.419105024302,
          -1196.9262544899332,
          -1286.2345894445725,
          -949.6112808837333,
          -1750.4976880094903,
          -1300.1045835484358,
          -1700.826740369998,
          -1356.8645286642977,
          -901.1965684493988,
          -1586.723916018018,
          -539.8855588765394,
          -536.9816856332433,
          -594.0339829642385,
          -946.4122049805849,
          100.44811466822013,
          -26.601969134639813,
          -1795.9727012000228,
          135.85831907987136,
          -2131.042251633573,
          173.31244311381684,
          -973.1939918804518,
          -476.39222541221613,
          244.96380439822804,
          -1149.0394822160536,
          -2005.7281180186994,
          -706.5237304685243,
          -242.80311795589242,
          -1365.6815983071792,
          -1004.0660574581107,
          -1293.8525997541662,
          -1066.0467145072632,
          -2121.7415583105785,
          -709.3668938621935,
          -1785.626578018299,
          -1627.6628088841317,
          -908.5171961741373,
          -964.0784583307413,
          -1127.792530461967,
          -700.6942249425705,
          -926.4748350682491,
          -764.1005567368916,
          -995.0306936637585,
          -736.1395788913846,
          -974.5355702763316,
          -2055.5554306235354,
          -1435.4803215111917,
          -746.5578766498188,
          -2111.9608953570455,
          -572.9814787398082,
          -1474.8396772339036,
          -527.1091344868112,
          254.31163037841378,
          583.2783752389083,
          -1470.158301949647,
          -1639.078352435505,
          -937.2723196742087,
          -1085.134602655354,
          522.6530555724797,
          -2137.0893227115344,
          -688.8271591887361,
          -615.3754929795657,
          -1844.8681698565913,
          -1820.2259892006232,
          -2008.8603502294945,
          -965.5950671310285,
          -639.0940608978989,
          -1647.4905944041477,
          -423.581833509299,
          124.89289881453155,
          -2089.5239439812676,
          -1680.2278566495113,
          -453.7260558741738,
          333.3520389769732,
          -1005.4259901462275,
          -1316.877199639735,
          -1490.9596113115992,
          -1516.3419382476588,
          -1348.6863061676045,
          -1195.6443829495179,
          -426.59655679624115,
          431.49266144470084,
          -482.034095706789,
          393.28647432308344,
          -764.0565754589219,
          9.440167195404753,
          -1976.691910583279,
          -1274.3003279367529,
          -1693.4407078731551,
          -192.43882369394177,
          -1239.309584700493,
          -475.695558259342,
          -388.9927876864139,
          -832.2562262508234,
          -1013.7042620950474,
          -1566.474606497964,
          -1172.655825711318,
          -1814.0220339190114,
          -1910.5845432297124,
          -968.9240188603492,
          -1612.8205823992766,
          -1109.0573151768474,
          -1855.6361213957475,
          197.66733715400864,
          -576.5568510688306,
          53.386853716288805,
          -547.0621614589886,
          511.1939632636254,
          -903.3362179589566,
          -1627.4917956913985,
          -1376.7638758864011,
          -459.96834443937047,
          -1638.2819457135397,
          -1794.3271990860808,
          -804.028752673946,
          -477.17049841291004,
          -1267.9405762591223,
          -276.2534609998219,
          -2105.891077998179,
          -1870.0980438044635,
          -451.0991514511609,
          558.691036332531,
          95.19478209882672,
          589.6774607943393,
          -189.67788495531673,
          -1730.1335970915366,
          -1426.4555217210752,
          431.03079254767516,
          354.71931458738095,
          -1125.4159808267339,
          -928.2698598600775,
          -1903.6972163262194,
          -195.86517306835842,
          -366.5503976817431,
          -1333.944583085398,
          613.9439268610399,
          -123.8745166251018,
          -1514.6950654889765,
          -1031.5834534916257,
          -366.78326669419675,
          -1912.4858327891313,
          -378.18825202604756,
          -854.1216776112105,
          -967.2404773241973,
          -2086.1968519116604,
          -2176.5424231507054,
          -877.5456977052555,
          17.355753862676533,
          -2050.830179070291,
          -688.175487114305,
          -2089.5884561925523,
          -828.6678853724471,
          -2056.0810422229306,
          -765.3469566799929,
          -1235.333239522835,
          -1287.2584259734865,
          -2147.3553083427014,
          -1056.4693719318298,
          -1667.2613944256796,
          -95.48825176412979,
          -1685.32771457625,
          459.2582886603806,
          -1644.8519668684796,
          -1255.8208767823924,
          124.19781914434121,
          -1771.8398167190603,
          462.69767862738513,
          -584.3944229214309,
          -2108.5791797291727,
          -219.57864327983168,
          -526.5965241877996,
          -1302.4550101759087,
          -77.15817333678135,
          -954.9253322719388,
          135.53291624303557,
          -1348.6694539054772,
          -1275.8043969365258,
          -1085.3319837292106,
          408.38188458652985,
          -686.5606669813724,
          -1615.9989962521538,
          574.4631156927846,
          30.854753504940348,
          -305.49537485528407,
          -1180.0830963654519,
          -1079.9693040341292,
          -1060.7652761412862,
          -1932.3314506836584,
          -1844.914381992638,
          -1782.7649366769685,
          387.06036973774695,
          -819.2477967475022,
          -668.4278945256482,
          -1191.2297704143764,
          -1504.4145593806115,
          -1703.643057064758,
          -1174.2259376300103,
          -913.9292338271632,
          -506.4186846328565,
          -2090.199327281644,
          -1788.8332958177828,
          -1649.847559087952,
          -379.9603329649812,
          13.352670479077306,
          -2202.382118661735,
          -1787.9600142374882,
          -1575.2375400002643,
          -2011.1364174118692,
          -1508.765732247022,
          -2015.685558460238,
          431.4330107172182,
          -1641.1317012642064,
          77.78898098891676,
          -1337.2610543691926,
          -2035.9275006509242,
          -1783.5040909888671,
          -2184.7190868318094,
          -1619.152388565195,
          -1357.7060546596167,
          219.93197293341808,
          -1979.484028022245,
          463.2676807935872,
          -664.9169731609993,
          -2042.6891537690926,
          -1492.1973114108446,
          -621.0797927613114,
          -1018.5931193216799,
          -1865.0477833780108,
          -1592.3286469303277,
          -2145.2997131874554,
          -1499.9367636890918,
          -1062.0096986484432,
          -1099.2831568501501,
          -682.6209818721732,
          -2120.638465196882,
          -1201.929256589213,
          183.39179123295403,
          -99.89381304462935,
          -752.1600519387227,
          -1251.1554069774866,
          -1486.9357494911649,
          -911.0901034465222,
          -687.0630756946617,
          -1588.1772337348252,
          -435.0590916775734,
          -259.87263161533684,
          -497.80423545896446,
          -370.1154931351315,
          -717.1331985282933,
          -77.99606666904681,
          -2058.330786432962,
          -956.0856406413209,
          -316.7445670189028,
          -1216.550812809791,
          -235.8759317494816,
          -1620.076953539638,
          -1921.3451277725799,
          -2110.6309509081943,
          -1214.8966319161314,
          -1013.2348002900944,
          -1759.8855941143568,
          -725.389615992334,
          -1471.024783967577,
          -955.7723129530284,
          -1847.5780291318656,
          -1011.2314072646853,
          -50.152543263501705,
          -756.0167318129966,
          -815.51107436178,
          -1494.7414517308941,
          -377.06059140992556,
          602.3317448912436,
          -2065.1306536290936,
          -1083.4372443282466,
          -117.70971932411304,
          -349.5342049003131,
          -1530.9995412360124,
          422.5506146287662,
          -1522.7411757212628,
          -541.6866944984729,
          -77.95199894850393,
          329.21098474120026,
          -174.3080099855032,
          -900.0951764463002,
          -1542.9951105006123,
          -745.5658371990705,
          -620.7591044685059,
          -1649.7721774318193,
          -1530.9689473791584,
          -1222.27753122494,
          -1976.7080280213602,
          -1879.868328008831,
          184.49001471928736,
          -170.08973697156085,
          -2086.8788865628976,
          -1404.2418920522207,
          -2087.5479629301853,
          -1036.5289604391862,
          -2147.350617985247,
          -273.8615575059391,
          20.190757959576114,
          -2159.634449191911,
          -43.04556036955177,
          -539.992636941686,
          -1372.871387970796,
          -383.86149139885134,
          -46.62448265964138,
          -1473.5349733574262,
          -782.1847459354445,
          -1274.4670297377138,
          -423.065911187364,
          -1135.6194362608296,
          -423.54982000653047,
          77.80129023740382,
          -903.3105092526877,
          -816.5462676410334,
          112.56442834360328,
          -961.3328527680171,
          -1074.9889195816718,
          -1667.0082789179564,
          -2052.8265367450053,
          -2091.823394362465,
          399.36841147379596,
          470.7046953616922,
          -1283.0272164956377,
          -248.40006381630863,
          -171.85806033875207,
          -1210.5036460318381,
          -1425.8750275896668,
          -1611.707246072362,
          -1143.4279957207266,
          -2017.0748693040032,
          -1744.7987686700671,
          -649.7578448307543,
          -1451.5034025558725,
          -709.3147709117083,
          -1299.5577725718867,
          -1227.5130636782321,
          -467.9274389505938,
          269.80735116334654,
          449.86865639026365,
          -71.29885180400481,
          6.842583117924433,
          -275.2693938871492,
          -784.8635907134926,
          -1871.8239279397087,
          -1527.0557407638637,
          -14.400078409816285,
          -628.3896261948083,
          -1365.6516771461977,
          3.3238555984665608,
          -1529.9855354102206,
          -690.4565646551333,
          -1153.5126934775183,
          -1214.3357816061998,
          -210.60715126835004,
          -1465.4980832145636,
          -750.1862309514819,
          -1641.8384565186902,
          -1109.549774506093,
          -661.4081391445254,
          -93.70774062411053,
          -76.60351349267484,
          -728.1785003611444,
          -2060.083259371731,
          -2112.6263294488353,
          -2022.4264204436731,
          -331.9584679862381,
          452.24847033272096,
          -1939.0455005180563,
          -1093.7402966942752,
          -1223.4979822010807,
          -267.08171162259697,
          165.64738024310375,
          -596.5389259654855,
          -885.3382954965118,
          -640.3801241742359,
          -1972.9639503347241,
          -1429.3971377593843,
          -796.5446554035758,
          -1086.6491565230901,
          -1063.2436073224558,
          42.84715252179677,
          -225.46587150751358,
          -1582.8245566074063,
          -412.71085101921295,
          -1526.0053054068567,
          -789.4159763896608,
          -2079.3906745787917,
          -1725.9082454985203,
          -892.8684687673453,
          -1476.4172148887133,
          -1576.1424306109081,
          -497.0103669298752,
          284.9032541254043,
          -696.5815897772758,
          17.174058446963002,
          17.393485115089863,
          30.871183311929357,
          -1240.7040498583724,
          -1894.5284474847367,
          -1885.251881453548,
          -1438.9146720676847,
          -1929.6193955565952,
          -43.11753108421281,
          210.06963420726348,
          -1869.4554833234824,
          -1442.5224502693693,
          -518.9520354795142,
          -1410.8046753870487,
          -746.526146213267,
          103.87102411647471,
          -1454.2433682693234,
          -627.0749371819599,
          95.17059326151298,
          -2112.6469185405176,
          -662.1235415298568,
          -1069.0764499115462,
          -1056.35258355448,
          -1716.3288726468572,
          -1082.0055445067012,
          -0.13169009452245126,
          396.4441079210413,
          -2069.5315399450824,
          -1664.1488942314663,
          -877.2170277462525,
          -996.0497594869814,
          -2065.9308893584534,
          598.5776418225565,
          390.70347837281287,
          -438.4264553134249,
          -520.2139885750564,
          -930.5072418175731,
          -1316.106157198392,
          -1366.6583800542846,
          -2014.22482730919,
          -615.049398890008,
          -1936.343166284592,
          -1992.8431564736134,
          -2031.8456425396628,
          -1809.4379418425478,
          414.23174456094415,
          269.73800747744895,
          580.2928093048004,
          -1861.9881911482921,
          378.71818198942486,
          -2074.8975195144485,
          -1362.5502496967688,
          -1392.7311899933536,
          -853.5447979428494,
          -1047.8753802343037,
          -693.5517101110908,
          318.74815205166294,
          -615.3487330454006,
          -1405.6728143076898,
          -1067.029835552935,
          -568.9727317205421,
          470.69058584221386,
          -2043.333610969003,
          -689.2875705757813,
          -1768.432401493365,
          -2063.723158124188,
          447.8594000960747,
          138.83271159986438,
          -1139.1858236392977,
          -66.94992110550437,
          -389.36286996159595,
          -348.6459943889774,
          -2085.50701775058,
          -379.90360901189945,
          -1559.1579268689638,
          -2060.3043042370696,
          -1695.0214265424354,
          497.8718263248921,
          -1070.0622973530074,
          -1006.4892042644584,
          -1360.6743178167421,
          -315.9647024907323,
          -1503.731099215432,
          -1441.3928235289573,
          -753.1282361214143,
          -654.0760616768605,
          -1797.009152964127,
          -1952.2827701952785,
          -398.823696662896,
          -1169.0943803799546,
          -2073.50574094413,
          -662.1321553806653,
          -807.3341246917088,
          463.3361879830166,
          -1921.3423412330924,
          -1076.5247241635257,
          -1980.7655640219261,
          -1367.0803354475029,
          -1084.2042733861656,
          534.2254413923521,
          -1890.514577326081,
          312.9500502968273,
          -1106.6299155703996,
          -2167.724607747924,
          -333.36187137398923,
          -1495.9183835154795,
          -820.4560249849528,
          -512.3852366715558,
          -1729.5680701071376,
          -1660.440932780463,
          -1667.2255638289103,
          -1944.4383731977305,
          -490.493891047347,
          305.12785158685034,
          -275.9311066564581,
          -321.6441290828847,
          -580.9809620991583,
          -252.78219913243652,
          -2089.1069175746343,
          148.2114523099133,
          -381.9754532697427,
          -26.660552297350876,
          -211.54435939252684,
          -780.2249798087084,
          -1864.3251112352098,
          -2144.585878869295,
          122.50957703210707,
          229.1187816535782,
          -312.1925437460683,
          -1167.5317331571582,
          -1590.7387747059913,
          194.03234567895427,
          285.0965832616155,
          -1269.1126450914899,
          468.2910290656924,
          -651.74758364001,
          -1759.6794816722802,
          215.86143980067163,
          -1888.4455270743733,
          -378.27943614454534,
          -248.37071116891758,
          -366.8894941838028,
          36.18773428566674,
          283.16944270496913,
          -1276.4467577870462,
          -1082.020252171286,
          198.4003267771622,
          -585.7615560537163,
          -656.7053039373758,
          -1443.2786912072222,
          -1596.4259209492222,
          -487.2404410907901,
          176.9513787597307,
          -245.0220866758612,
          -147.21289551648576,
          -1882.391207227774,
          267.6234465500682,
          -1404.447806962759,
          -876.4900549159229,
          -1200.4012518790876,
          -268.5902035077218,
          -287.57499593630325,
          -755.7666049236076,
          -425.7601841654323,
          -1466.7521963413408,
          114.42913233935055,
          -637.6410728083926,
          259.89931273798953,
          -1438.9433183698145,
          -1556.5277037995024,
          -1306.4469952318054,
          -929.7062626864991,
          535.5557346492918,
          -1275.3343253441074,
          141.8347419925361,
          -1382.5447481472622,
          -2089.5535754562216,
          -1965.3137846967788,
          -1983.9711256223013,
          -1092.219248471729,
          -887.7920305825124,
          -1520.4438172490075,
          -573.5387393115373,
          -579.9915360406693,
          -1390.4866272910967,
          -2086.8031744574005,
          -886.5173727916198,
          -348.77664518991486,
          12.891324297188532,
          -1398.6181840626089,
          -53.886635167912495,
          -741.3398214827998,
          -1347.7165265425538,
          -1797.3658707491725,
          -911.0812824057812,
          -2094.5389069631483,
          414.20926999356533,
          -2085.674093519015,
          -885.6791734664753,
          -1461.6847009417975,
          -2127.3424751925913,
          -1883.0065188928081,
          593.2926149823905,
          100.20352447657184,
          -2118.0903003274925,
          -1442.031163256697,
          -308.7736989186005,
          583.2418012215999,
          -2029.152369222108,
          -19.837934068863063,
          -959.8595808056232,
          -125.68977821326422,
          -641.158985109065,
          392.207843357355,
          -2114.0373338181603,
          -1695.0396564537723,
          -1044.635151173502,
          -2058.737845984902,
          9.453059311007337,
          -1562.9908295268078,
          -2054.855519578736,
          -1745.3429006338224,
          147.15402321675063,
          -2033.2316435541504,
          -1583.4402704084625,
          -2064.1775553127677,
          344.4546855866161,
          394.30675509994916,
          -2011.6581490552692,
          -527.6401726742687,
          -956.4985314382102,
          -463.7502288770287,
          -519.6512018176148,
          -742.3180106642197,
          -989.1799916916351,
          -2139.1637624902137,
          155.89187957066483,
          -1660.5177953649447,
          -1051.0292316855268,
          -1971.3303349730197,
          -892.6461205182954,
          -588.7747972714004,
          -976.3974812007757,
          -1504.903115168779,
          -14.378395775238332,
          -1999.0242179497927,
          -192.1736108944579,
          -590.9920959653948,
          -291.39509848977565,
          318.9841589389234,
          87.57796588337945,
          -1426.4730032324735,
          -903.2638499603504,
          243.22206170890317,
          -1516.3263064620746,
          -627.0688582203909,
          -2156.972048616963,
          -1554.6434274047774,
          -184.00220643777897,
          -1405.7461100937821,
          -1572.527512785566,
          -1005.5673092640917,
          494.1817710009125,
          96.8931985456619,
          -927.7689313275779,
          -1748.0269660765987,
          -2045.35529221902,
          -772.0238801411406,
          -468.3484854245564,
          -2065.0661440593,
          -1788.8508527207239,
          -336.63155452091075,
          -890.8626847633365,
          -60.962308416667625,
          -557.6489381983357,
          569.6284855005533,
          -459.9761495444125,
          -2108.5946998406484,
          -2061.0014776820044,
          -632.2950045934042,
          -98.59314077329287,
          -1862.8346781368687,
          -366.90348961029133,
          -1915.693292782216,
          -1202.4693576471632,
          -423.0348276703303,
          -1133.428577905492,
          -1132.1500783761721,
          463.31643636701153,
          -997.91018835845,
          -2160.2299330986625,
          -1796.4411384526752,
          -14.335945993399436,
          -945.9538725498456,
          -501.7677022327746,
          -339.896629855834,
          -1010.2536245713196,
          229.1881028298147,
          -1191.2801890121025,
          -554.8757014294839,
          169.48400658900746,
          -1263.5179637743515,
          -1956.813652530198,
          -328.61234149536244,
          -1816.0317978044238,
          -446.3115674763299,
          423.54228834072313,
          141.78421565929253,
          -1244.5917154547153,
          -1686.4019579407984,
          -1921.573609350801,
          -1664.1252231301137,
          -1816.1487367715108,
          -697.8145938470664,
          -652.0056732580883,
          -1577.6537465405152,
          33.334324356721694,
          -1516.9521513051084,
          -1743.9329767259717,
          -1182.6684155278463,
          -1970.9239546359743,
          -1607.132434927819,
          -259.5422955004182,
          582.6708042134726,
          -757.0624019515741,
          393.36039851336403,
          -1438.745037842275,
          -2022.4388839753822,
          -1035.0611604175244,
          -2079.3272783103876,
          -696.3533094064297,
          -1871.812174304298,
          -1719.566523756515,
          -2125.7178996895286,
          -1737.499192409859,
          -1744.8198276683777,
          -576.5565536358796,
          -2159.702361066114,
          -1246.4771898700742,
          -1313.862358142403,
          -1091.935269487223,
          524.1943332966159,
          -1722.7397136326258,
          -808.766618186662,
          -1976.079807245781,
          -1153.4850899802293,
          -1210.7410466792771,
          -909.7550625481612,
          -1002.3035358839072,
          -228.43153551707442,
          -1404.4986347177319,
          -1656.8336994700073,
          -955.772031757375,
          -28.461131424628512,
          -1735.8923716956915,
          -1690.334979326802,
          -1242.393233613431,
          -760.8428640461386,
          -176.67310731020478,
          -1443.2853387961688,
          -1585.0185297447315,
          -1156.7455071056665,
          -1120.7856988460371,
          -938.9762175846021,
          -848.3480078054793,
          -364.2278743827659,
          -1240.8917733358758,
          355.17960215957055,
          -1976.7714317305745,
          -121.61931819223908,
          -1567.2252418411297,
          -2105.834223838754,
          -387.665872322083,
          -1250.37772124211,
          -2148.662387339764,
          -1751.7108483573238,
          -1177.1916680054485,
          -741.3557782744607,
          -1346.637219718152,
          256.2326643525247,
          -1671.500219467106,
          -1002.5346458098684,
          -1035.2640045668222,
          -123.46007372770956,
          -175.4375602731929,
          -1042.7458097077026,
          -472.3792063668758,
          402.6938048009424,
          -1444.1770247365077,
          -1400.8408117437043,
          -1419.4828578001063,
          -1120.7919037215552,
          -1366.6061109022191,
          162.49482624024188,
          -233.57346731412667,
          -1766.8109391434145,
          -892.4180141580391,
          -2013.4790458546831,
          -1620.9432915628233,
          -807.2115546147538,
          -696.5417442174349,
          -1295.9230883474115,
          -1830.5762193245546,
          -1261.426380175148,
          173.3584609033785,
          -2019.0889532281924,
          -1076.477042287817,
          -2031.8786470221542,
          111.53427643894433,
          -2125.545197458717,
          -792.9639293514575,
          607.3482498234278,
          -1232.6031201892438,
          -1251.599498719496,
          -836.3701084273944,
          -279.11833536194865,
          -1214.3474688208087,
          -1548.2234274164575,
          515.0239323687225,
          -2124.853041170657,
          376.91502914318863,
          84.65530084267492,
          -145.747508080942,
          -676.1761166067224,
          131.11901772750818,
          11.59280876126803,
          -1508.3058619574995,
          -2088.231240227609,
          -2057.6408954731273,
          -1741.695391581209,
          -1213.0106632878087,
          -2040.9370248708035,
          574.5160979087531,
          -1383.426306764776,
          -1406.4312963106736,
          -1910.5911112754525,
          -1876.1735336717495,
          -1513.6804151098665,
          126.78263958396637,
          502.5828499839817,
          -2034.542474089657,
          -2063.384909761444,
          -2113.3750768326613,
          -1607.1598667539822,
          -443.94458439963984,
          -1766.512389311978,
          -636.6794715094829,
          -1916.5814559377993,
          -255.21147378377051,
          -1004.3620159700664,
          -736.1877694706117,
          -1221.910721472816,
          -828.8842647197879,
          579.0696488893464,
          -1240.3634967179569,
          -1086.4652487054734,
          -1988.7886307720933,
          -2111.3067086266115,
          -767.7205334251652,
          -499.98837007835954,
          -248.39228052686934,
          -1663.2325904695226,
          526.231661933943,
          397.7860429423151,
          -1869.0874838775492,
          -1198.1587555426386,
          -1878.4406134265992,
          -765.1850694463685,
          -1095.7401982008657,
          -2045.3623631699327,
          -1896.1785895489681,
          -1920.5087919795749,
          -472.9710517890434,
          -1360.6713767636277,
          -2120.824912683436,
          -1971.3062778411545,
          -53.486076155488085,
          -1732.2113452357398,
          -381.5805649327729,
          -1590.7572902815496,
          -1216.6115988112683,
          296.3158184681274,
          -616.5159624653284,
          94.33366345002091,
          -904.4087667873872,
          -2022.3198957048132,
          -988.5171363978203,
          -716.5345989050472,
          -548.0029323788173,
          -1939.0428253283578,
          -163.85504426682257,
          -1184.4878617454242,
          -303.52321926433257,
          -453.7127590269176,
          -1916.1741862005247,
          -1209.6806300220965,
          -1762.0111459557565,
          -1545.7810956594008,
          -980.7086026395846,
          -1163.495417378928,
          -650.197948186904,
          -1570.7421437617893,
          -1276.4982575598533,
          603.319843509786,
          -1263.4454617845954,
          -1035.6838358589648,
          -693.2915796959983,
          -52.152956665115475,
          -1433.6666658345637,
          -757.4112011671458,
          -1360.7098919911255,
          -1660.2419970580354,
          -1375.3048839390476,
          -2194.896362342313,
          -1719.2943807467825,
          -98.61333102806435,
          -53.13353212471734,
          18.83633696952909,
          -1489.3196731434905,
          -752.4120945195269,
          -962.2241057688203,
          -2116.08884456148,
          -1513.6628324732676,
          -969.7983046024146,
          -64.87152794737739,
          -1292.9242037507443,
          -336.61984673224634,
          396.4343655694969,
          99.18068103439761,
          -2111.236957098894,
          -245.10745486005138,
          140.56128760596926,
          -627.4849952758573,
          -1276.1197112762331,
          -2035.1758520156898,
          -1036.4681090442539,
          42.700724753711405,
          -1436.0891421262631,
          -1704.9873028776744,
          592.674160479646,
          -788.0119488518751,
          -666.4578905221388,
          -837.2357810239711,
          -1153.4737203765283,
          -1941.7417458183484,
          -1680.1965450495434,
          -1500.34983326098,
          -719.5299215358651,
          108.94408252598194,
          -1383.2227363710856,
          -1808.0277188120779,
          -101.08954480377335,
          -1072.809913908435,
          -2069.477782016921,
          -1022.2790419429431,
          40.92276246470611,
          -1114.6963976048548,
          378.69613660402626,
          -1979.3885965564139,
          478.47175190434706,
          -1787.9020782643781,
          -603.0311222225802,
          -631.0286172755008,
          475.4162213918057,
          -525.8095980748109,
          -831.2650214347909,
          -1270.4665041398368,
          -954.1845573926246,
          -1808.0884781544448,
          -468.6759312512224,
          -532.9807171846744,
          -1503.3374012663398,
          -1928.5244628611083,
          -2041.2759726243446,
          -1025.743744431441,
          -1530.9995412360124,
          422.5506146287662,
          -1522.7411757212628,
          -541.6866944984729,
          -77.95199894850393,
          329.21098474120026,
          -174.3080099855032,
          -900.0951764463002,
          -1542.9951105006123,
          -745.5658371990705,
          -620.7591044685059,
          -1649.7721774318193,
          -1530.9689473791584,
          -1222.27753122494,
          -1976.7080280213602,
          -1879.868328008831,
          184.49001471928736,
          -170.08973697156085,
          -2086.8788865628976,
          -1404.2418920522207,
          -2087.5479629301853,
          -1036.5289604391862,
          -2147.350617985247,
          -273.8615575059391,
          20.190757959576114,
          -2159.634449191911,
          -43.04556036955177,
          -539.992636941686,
          -1372.871387970796,
          -383.86149139885134,
          -46.62448265964138,
          -1473.5349733574262,
          -782.1847459354445,
          -1274.4670297377138,
          -423.065911187364,
          -1135.6194362608296,
          -423.54982000653047,
          77.80129023740382,
          -903.3105092526877,
          -816.5462676410334,
          112.56442834360328,
          -961.3328527680171,
          -1074.9889195816718,
          -1667.0082789179564,
          -2052.8265367450053,
          -2091.823394362465,
          399.36841147379596,
          470.7046953616922,
          -1283.0272164956377,
          -248.40006381630863,
          -171.85806033875207,
          -1210.5036460318381,
          -1425.8750275896668,
          -1611.707246072362,
          -1143.4279957207266,
          -2017.0748693040032,
          -1744.7987686700671,
          -649.7578448307543,
          -1451.5034025558725,
          -709.3147709117083,
          -1299.5577725718867,
          -1227.5130636782321,
          -467.9274389505938,
          269.80735116334654,
          449.86865639026365,
          -71.29885180400481,
          6.842583117924433,
          -275.2693938871492,
          -784.8635907134926,
          -1871.8239279397087,
          -1527.0557407638637,
          -14.400078409816285,
          -628.3896261948083,
          -1365.6516771461977,
          3.3238555984665608,
          -1529.9855354102206,
          -690.4565646551333,
          -1153.5126934775183,
          -1214.3357816061998,
          -210.60715126835004,
          -1465.4980832145636,
          -750.1862309514819,
          -1641.8384565186902,
          -1109.549774506093,
          -661.4081391445254,
          -93.70774062411053,
          -76.60351349267484,
          -728.1785003611444,
          -2060.083259371731,
          -2112.6263294488353,
          -2022.4264204436731,
          -331.9584679862381,
          452.24847033272096,
          -1939.0455005180563,
          -1093.7402966942752,
          -1223.4979822010807,
          -267.08171162259697,
          165.64738024310375,
          -596.5389259654855,
          -885.3382954965118,
          -640.3801241742359,
          -1972.9639503347241,
          -1429.3971377593843,
          -796.5446554035758,
          -1086.6491565230901,
          -1063.2436073224558,
          42.84715252179677,
          -225.46587150751358,
          -1582.8245566074063,
          -412.71085101921295,
          -1526.0053054068567,
          -789.4159763896608,
          -2079.3906745787917,
          -1725.9082454985203,
          -892.8684687673453,
          -1476.4172148887133,
          -1576.1424306109081,
          -497.0103669298752,
          284.9032541254043,
          -696.5815897772758,
          17.174058446963002,
          17.393485115089863,
          30.871183311929357,
          -1240.7040498583724,
          -1894.5284474847367,
          -1885.251881453548,
          -1438.9146720676847,
          -1929.6193955565952,
          -43.11753108421281,
          210.06963420726348,
          -1869.4554833234824,
          -1442.5224502693693,
          -518.9520354795142,
          -1410.8046753870487,
          -746.526146213267,
          103.87102411647471,
          -1454.2433682693234,
          -627.0749371819599,
          95.17059326151298,
          -2112.6469185405176,
          -662.1235415298568,
          -1069.0764499115462,
          -1056.35258355448,
          -1716.3288726468572,
          -1082.0055445067012,
          -0.13169009452245126,
          396.4441079210413,
          -2069.5315399450824,
          -1664.1488942314663,
          -877.2170277462525,
          -996.0497594869814,
          -2065.9308893584534,
          598.5776418225565,
          390.70347837281287,
          -438.4264553134249,
          -520.2139885750564,
          -930.5072418175731,
          -1316.106157198392,
          -1366.6583800542846,
          -2014.22482730919,
          -615.049398890008,
          -1936.343166284592,
          -1992.8431564736134,
          -2031.8456425396628,
          -1809.4379418425478,
          414.23174456094415,
          269.73800747744895,
          580.2928093048004,
          -1861.9881911482921,
          378.71818198942486,
          -2074.8975195144485,
          -1362.5502496967688,
          -1392.7311899933536,
          -853.5447979428494,
          -1047.8753802343037,
          -693.5517101110908,
          318.74815205166294,
          -615.3487330454006,
          -1405.6728143076898,
          -1067.029835552935,
          -568.9727317205421,
          470.69058584221386,
          -2043.333610969003,
          -689.2875705757813,
          -1768.432401493365,
          -2063.723158124188,
          447.8594000960747,
          138.83271159986438,
          -1139.1858236392977,
          -66.94992110550437,
          -389.36286996159595,
          -348.6459943889774,
          -2085.50701775058,
          -379.90360901189945,
          -1559.1579268689638,
          -2060.3043042370696,
          -1695.0214265424354,
          497.8718263248921,
          -1070.0622973530074,
          -1006.4892042644584,
          -1360.6743178167421,
          -315.9647024907323,
          -1503.731099215432,
          -1441.3928235289573,
          -753.1282361214143,
          -654.0760616768605,
          -1797.009152964127,
          -1952.2827701952785,
          -398.823696662896,
          -1169.0943803799546,
          -2073.50574094413,
          -662.1321553806653,
          -807.3341246917088,
          463.3361879830166,
          -1921.3423412330924,
          -1076.5247241635257,
          -1980.7655640219261,
          -1367.0803354475029,
          -1084.2042733861656,
          534.2254413923521,
          -1890.514577326081,
          312.9500502968273,
          -1106.6299155703996,
          -2167.724607747924,
          -333.36187137398923,
          -1495.9183835154795,
          -820.4560249849528,
          -512.3852366715558,
          -1729.5680701071376,
          -1660.440932780463,
          -1667.2255638289103,
          -1944.4383731977305,
          -490.493891047347,
          305.12785158685034,
          -275.9311066564581,
          -321.6441290828847,
          -580.9809620991583,
          -252.78219913243652,
          -2089.1069175746343,
          148.2114523099133,
          -381.9754532697427,
          -26.660552297350876,
          -211.54435939252684,
          -780.2249798087084,
          -1864.3251112352098,
          -2144.585878869295,
          122.50957703210707,
          229.1187816535782,
          -312.1925437460683,
          -1167.5317331571582,
          -1590.7387747059913,
          194.03234567895427,
          285.0965832616155,
          -1269.1126450914899,
          468.2910290656924,
          -651.74758364001,
          -1759.6794816722802,
          215.86143980067163,
          -1888.4455270743733,
          -378.27943614454534,
          -248.37071116891758,
          -366.8894941838028,
          36.18773428566674,
          283.16944270496913,
          -1276.4467577870462,
          -1082.020252171286,
          198.4003267771622,
          -585.7615560537163,
          -656.7053039373758,
          -1443.2786912072222,
          -1596.4259209492222,
          -487.2404410907901,
          176.9513787597307,
          -245.0220866758612,
          -147.21289551648576,
          -1882.391207227774,
          267.6234465500682,
          -1404.447806962759,
          -876.4900549159229,
          -1200.4012518790876,
          -268.5902035077218,
          -287.57499593630325,
          -755.7666049236076,
          -425.7601841654323,
          -1466.7521963413408,
          114.42913233935055,
          -637.6410728083926,
          259.89931273798953,
          -1438.9433183698145,
          -1556.5277037995024,
          -1306.4469952318054,
          -929.7062626864991,
          535.5557346492918,
          -1275.3343253441074,
          141.8347419925361,
          -1382.5447481472622,
          -2089.5535754562216,
          -1965.3137846967788,
          -1983.9711256223013,
          -1092.219248471729,
          -887.7920305825124,
          -1520.4438172490075,
          -573.5387393115373,
          -579.9915360406693,
          -1390.4866272910967,
          -2086.8031744574005,
          -886.5173727916198,
          -348.77664518991486,
          12.891324297188532,
          -1398.6181840626089,
          -53.886635167912495,
          -741.3398214827998,
          -1347.7165265425538,
          -1797.3658707491725,
          -911.0812824057812,
          -2094.5389069631483,
          414.20926999356533,
          -2085.674093519015,
          -885.6791734664753,
          -1461.6847009417975,
          -2127.3424751925913,
          -1883.0065188928081,
          593.2926149823905,
          100.20352447657184,
          -2118.0903003274925,
          -1442.031163256697,
          -308.7736989186005,
          583.2418012215999,
          -2029.152369222108,
          -19.837934068863063,
          -959.8595808056232,
          -125.68977821326422,
          -641.158985109065,
          392.207843357355,
          -2114.0373338181603,
          -1695.0396564537723,
          -1044.635151173502,
          -2058.737845984902,
          9.453059311007337,
          -1562.9908295268078,
          -2054.855519578736,
          -1745.3429006338224,
          147.15402321675063,
          -2033.2316435541504,
          -1583.4402704084625,
          -2064.1775553127677,
          344.4546855866161,
          394.30675509994916,
          -2011.6581490552692,
          -527.6401726742687,
          -956.4985314382102,
          -463.7502288770287,
          -519.6512018176148,
          -742.3180106642197,
          -989.1799916916351,
          -2139.1637624902137,
          155.89187957066483,
          -1660.5177953649447,
          -1051.0292316855268,
          -1971.3303349730197,
          -892.6461205182954,
          -588.7747972714004,
          -976.3974812007757,
          -1504.903115168779,
          -14.378395775238332,
          -1999.0242179497927,
          -192.1736108944579,
          -590.9920959653948,
          -291.39509848977565,
          318.9841589389234,
          87.57796588337945,
          -1426.4730032324735,
          -903.2638499603504,
          243.22206170890317,
          -1516.3263064620746,
          -627.0688582203909,
          -2156.972048616963,
          -1554.6434274047774,
          -184.00220643777897,
          -1405.7461100937821,
          -1572.527512785566,
          -1005.5673092640917,
          494.1817710009125,
          96.8931985456619,
          -927.7689313275779,
          -1748.0269660765987,
          -2045.35529221902,
          -772.0238801411406,
          -468.3484854245564,
          -2065.0661440593,
          -1788.8508527207239,
          -336.63155452091075,
          -890.8626847633365,
          -60.962308416667625,
          -557.6489381983357,
          569.6284855005533,
          -459.9761495444125,
          -2108.5946998406484,
          -2061.0014776820044,
          -632.2950045934042,
          -98.59314077329287,
          -1862.8346781368687,
          -366.90348961029133,
          -1915.693292782216,
          -1202.4693576471632,
          -423.0348276703303,
          -1133.428577905492,
          -1132.1500783761721,
          463.31643636701153,
          -997.91018835845,
          -2160.2299330986625,
          -1796.4411384526752,
          -14.335945993399436,
          -945.9538725498456,
          -501.7677022327746,
          -339.896629855834,
          -1010.2536245713196,
          229.1881028298147,
          -1191.2801890121025,
          -554.8757014294839,
          169.48400658900746,
          -1263.5179637743515,
          -1956.813652530198,
          -328.61234149536244,
          -1816.0317978044238,
          -446.3115674763299,
          423.54228834072313,
          141.78421565929253,
          -1244.5917154547153,
          -1686.4019579407984,
          -1921.573609350801,
          -1664.1252231301137,
          -1816.1487367715108,
          -697.8145938470664,
          -652.0056732580883,
          -1577.6537465405152,
          33.334324356721694,
          -1516.9521513051084,
          -1743.9329767259717,
          -1182.6684155278463,
          -1970.9239546359743,
          -1607.132434927819,
          -259.5422955004182,
          582.6708042134726,
          -757.0624019515741,
          393.36039851336403,
          -1438.745037842275,
          -2022.4388839753822,
          -1035.0611604175244,
          -2079.3272783103876,
          -696.3533094064297,
          -1871.812174304298,
          -1719.566523756515,
          -2125.7178996895286,
          -1737.499192409859,
          -1744.8198276683777,
          -576.5565536358796,
          -2159.702361066114,
          -1246.4771898700742,
          -1313.862358142403,
          -1091.935269487223,
          524.1943332966159,
          -1722.7397136326258,
          -808.766618186662,
          -1976.079807245781,
          -1153.4850899802293,
          -1210.7410466792771,
          -909.7550625481612,
          -1002.3035358839072,
          -228.43153551707442,
          -1404.4986347177319,
          -1656.8336994700073,
          -955.772031757375,
          -28.461131424628512,
          -1735.8923716956915,
          -1690.334979326802,
          -1242.393233613431,
          -760.8428640461386,
          -176.67310731020478,
          -1443.2853387961688,
          -1585.0185297447315,
          -1156.7455071056665,
          -1120.7856988460371,
          -938.9762175846021,
          -848.3480078054793,
          -364.2278743827659,
          -1240.8917733358758,
          355.17960215957055,
          -1976.7714317305745,
          -121.61931819223908,
          -1567.2252418411297,
          -2105.834223838754,
          -387.665872322083,
          -1250.37772124211,
          -2148.662387339764,
          -1751.7108483573238,
          -1177.1916680054485,
          -741.3557782744607,
          -1346.637219718152,
          256.2326643525247,
          -1671.500219467106,
          -1002.5346458098684,
          -1035.2640045668222,
          -123.46007372770956,
          -175.4375602731929,
          -1042.7458097077026,
          -472.3792063668758,
          402.6938048009424,
          -1444.1770247365077,
          -1400.8408117437043,
          -1419.4828578001063,
          -1120.7919037215552,
          -1366.6061109022191,
          162.49482624024188,
          -233.57346731412667,
          -1766.8109391434145,
          -892.4180141580391,
          -2013.4790458546831,
          -1620.9432915628233,
          -807.2115546147538,
          -696.5417442174349,
          -1295.9230883474115,
          -1830.5762193245546,
          -1261.426380175148,
          173.3584609033785,
          -2019.0889532281924,
          -1076.477042287817,
          -2031.8786470221542,
          111.53427643894433,
          -2125.545197458717,
          -792.9639293514575,
          607.3482498234278,
          -1232.6031201892438,
          -1251.599498719496,
          -836.3701084273944,
          -279.11833536194865,
          -1214.3474688208087,
          -1548.2234274164575,
          515.0239323687225,
          -2124.853041170657,
          376.91502914318863,
          84.65530084267492,
          -145.747508080942,
          -676.1761166067224,
          131.11901772750818,
          11.59280876126803,
          -1508.3058619574995,
          -2088.231240227609,
          -2057.6408954731273,
          -1741.695391581209,
          -1213.0106632878087,
          -2040.9370248708035,
          574.5160979087531,
          -1383.426306764776,
          -1406.4312963106736,
          -1910.5911112754525,
          -1876.1735336717495,
          -1513.6804151098665,
          126.78263958396637,
          502.5828499839817,
          -2034.542474089657,
          -2063.384909761444,
          -2113.3750768326613,
          -1607.1598667539822,
          -443.94458439963984,
          -1766.512389311978,
          -636.6794715094829,
          -1916.5814559377993,
          -255.21147378377051,
          -1004.3620159700664,
          -736.1877694706117,
          -1221.910721472816,
          -828.8842647197879,
          579.0696488893464,
          -1240.3634967179569,
          -1086.4652487054734,
          -1988.7886307720933,
          -2111.3067086266115,
          -767.7205334251652,
          -499.98837007835954,
          -248.39228052686934,
          -1663.2325904695226,
          526.231661933943,
          397.7860429423151,
          -1869.0874838775492,
          -1198.1587555426386,
          -1878.4406134265992,
          -765.1850694463685,
          -1095.7401982008657,
          -2045.3623631699327,
          -1896.1785895489681,
          -1920.5087919795749,
          -472.9710517890434,
          -1360.6713767636277,
          -2120.824912683436,
          -1971.3062778411545,
          -53.486076155488085,
          -1732.2113452357398,
          -381.5805649327729,
          -1590.7572902815496,
          -1216.6115988112683,
          296.3158184681274,
          -616.5159624653284,
          94.33366345002091,
          -904.4087667873872,
          -2022.3198957048132,
          -988.5171363978203,
          -716.5345989050472,
          -548.0029323788173,
          -1939.0428253283578,
          -163.85504426682257,
          -1184.4878617454242,
          -303.52321926433257,
          -453.7127590269176,
          -1916.1741862005247,
          -1209.6806300220965,
          -1762.0111459557565,
          -1545.7810956594008,
          -980.7086026395846,
          -1163.495417378928,
          -650.197948186904,
          -1570.7421437617893,
          -1276.4982575598533,
          603.319843509786,
          -1263.4454617845954,
          -1035.6838358589648,
          -693.2915796959983,
          -52.152956665115475,
          -1433.6666658345637,
          -757.4112011671458,
          -1360.7098919911255,
          -1660.2419970580354,
          -1375.3048839390476,
          -2194.896362342313,
          -1719.2943807467825,
          -98.61333102806435,
          -53.13353212471734,
          18.83633696952909,
          -1489.3196731434905,
          -752.4120945195269,
          -962.2241057688203,
          -2116.08884456148,
          -1513.6628324732676,
          -969.7983046024146,
          -64.87152794737739,
          -1292.9242037507443,
          -336.61984673224634,
          396.4343655694969,
          99.18068103439761,
          -2111.236957098894,
          -245.10745486005138,
          140.56128760596926,
          -627.4849952758573,
          -1276.1197112762331,
          -2035.1758520156898,
          -1036.4681090442539,
          42.700724753711405,
          -1436.0891421262631,
          -1704.9873028776744,
          592.674160479646,
          -788.0119488518751,
          -666.4578905221388,
          -837.2357810239711,
          -1153.4737203765283,
          -1941.7417458183484,
          -1680.1965450495434,
          -1500.34983326098,
          -719.5299215358651,
          108.94408252598194,
          -1383.2227363710856,
          -1808.0277188120779,
          -101.08954480377335,
          -1072.809913908435,
          -2069.477782016921,
          -1022.2790419429431,
          40.92276246470611,
          -1114.6963976048548,
          378.69613660402626,
          -1979.3885965564139,
          478.47175190434706,
          -1787.9020782643781,
          -603.0311222225802,
          -631.0286172755008,
          475.4162213918057,
          -525.8095980748109,
          -831.2650214347909,
          -1270.4665041398368,
          -954.1845573926246,
          -1808.0884781544448,
          -468.6759312512224,
          -532.9807171846744,
          -1503.3374012663398,
          -1928.5244628611083,
          -2041.2759726243446,
          -1025.743744431441,
          -1530.9995412360124,
          422.5506146287662,
          -1522.7411757212628,
          -541.6866944984729,
          -77.95199894850393,
          329.21098474120026,
          -174.3080099855032,
          -900.0951764463002,
          -1542.9951105006123,
          -745.5658371990705,
          -620.7591044685059,
          -1649.7721774318193,
          -1530.9689473791584,
          -1222.27753122494,
          -1976.7080280213602,
          -1879.868328008831,
          184.49001471928736,
          -170.08973697156085,
          -2086.8788865628976,
          -1404.2418920522207,
          -2087.5479629301853,
          -1036.5289604391862,
          -2147.350617985247,
          -273.8615575059391,
          20.190757959576114,
          -2159.634449191911,
          -43.04556036955177,
          -539.992636941686,
          -1372.871387970796,
          -383.86149139885134,
          -46.62448265964138,
          -1473.5349733574262,
          -782.1847459354445,
          -1274.4670297377138,
          -423.065911187364,
          -1135.6194362608296,
          -423.54982000653047,
          77.80129023740382,
          -903.3105092526877,
          -816.5462676410334,
          112.56442834360328,
          -961.3328527680171,
          -1074.9889195816718,
          -1667.0082789179564,
          -2052.8265367450053,
          -2091.823394362465,
          399.36841147379596,
          470.7046953616922,
          -1283.0272164956377,
          -248.40006381630863,
          -171.85806033875207,
          -1210.5036460318381,
          -1425.8750275896668,
          -1611.707246072362,
          -1143.4279957207266,
          -2017.0748693040032,
          -1744.7987686700671,
          -649.7578448307543,
          -1451.5034025558725,
          -709.3147709117083,
          -1299.5577725718867,
          -1227.5130636782321,
          -467.9274389505938,
          269.80735116334654,
          449.86865639026365,
          -71.29885180400481,
          6.842583117924433,
          -275.2693938871492,
          -784.8635907134926,
          -1871.8239279397087,
          -1527.0557407638637,
          -14.400078409816285,
          -628.3896261948083,
          -1365.6516771461977,
          3.3238555984665608,
          -1529.9855354102206,
          -690.4565646551333,
          -1153.5126934775183,
          -1214.3357816061998,
          -210.60715126835004,
          -1465.4980832145636,
          -750.1862309514819,
          -1641.8384565186902,
          -1109.549774506093,
          -661.4081391445254,
          -93.70774062411053,
          -76.60351349267484,
          -728.1785003611444,
          -2060.083259371731,
          -2112.6263294488353,
          -2022.4264204436731,
          -331.9584679862381,
          452.24847033272096,
          -1939.0455005180563,
          -1093.7402966942752,
          -1223.4979822010807,
          -267.08171162259697,
          165.64738024310375,
          -596.5389259654855,
          -885.3382954965118,
          -640.3801241742359,
          -1972.9639503347241,
          -1429.3971377593843,
          -796.5446554035758,
          -1086.6491565230901,
          -1063.2436073224558,
          42.84715252179677,
          -225.46587150751358,
          -1582.8245566074063,
          -412.71085101921295,
          -1526.0053054068567,
          -789.4159763896608,
          -2079.3906745787917,
          -1725.9082454985203,
          -892.8684687673453,
          -1476.4172148887133,
          -1576.1424306109081,
          -497.0103669298752,
          284.9032541254043,
          -696.5815897772758,
          17.174058446963002,
          17.393485115089863,
          30.871183311929357,
          -1240.7040498583724,
          -1894.5284474847367,
          -1885.251881453548,
          -1438.9146720676847,
          -1929.6193955565952,
          -43.11753108421281,
          210.06963420726348,
          -1869.4554833234824,
          -1442.5224502693693,
          -518.9520354795142,
          -1410.8046753870487,
          -746.526146213267,
          103.87102411647471,
          -1454.2433682693234,
          -627.0749371819599,
          95.17059326151298,
          -2112.6469185405176,
          -662.1235415298568,
          -1069.0764499115462,
          -1056.35258355448,
          -1716.3288726468572,
          -1082.0055445067012,
          -0.13169009452245126,
          396.4441079210413,
          -2069.5315399450824,
          -1664.1488942314663,
          -877.2170277462525,
          -996.0497594869814,
          -2065.9308893584534,
          598.5776418225565,
          390.70347837281287,
          -438.4264553134249,
          -520.2139885750564,
          -930.5072418175731,
          -1316.106157198392,
          -1366.6583800542846,
          -2014.22482730919,
          -615.049398890008,
          -1936.343166284592,
          -1992.8431564736134,
          -2031.8456425396628,
          -1809.4379418425478,
          414.23174456094415,
          269.73800747744895,
          580.2928093048004,
          -1861.9881911482921,
          378.71818198942486,
          -2074.8975195144485,
          -1362.5502496967688,
          -1392.7311899933536,
          -853.5447979428494,
          -1047.8753802343037,
          -693.5517101110908,
          318.74815205166294,
          -615.3487330454006,
          -1405.6728143076898,
          -1067.029835552935,
          -568.9727317205421,
          470.69058584221386,
          -2043.333610969003,
          -689.2875705757813,
          -1768.432401493365,
          -2063.723158124188,
          447.8594000960747,
          138.83271159986438,
          -1139.1858236392977,
          -66.94992110550437,
          -389.36286996159595,
          -348.6459943889774,
          -2085.50701775058,
          -379.90360901189945,
          -1559.1579268689638,
          -2060.3043042370696,
          -1695.0214265424354,
          497.8718263248921,
          -1070.0622973530074,
          -1006.4892042644584,
          -1360.6743178167421,
          -315.9647024907323,
          -1503.731099215432,
          -1441.3928235289573,
          -753.1282361214143,
          -654.0760616768605,
          -1797.009152964127,
          -1952.2827701952785,
          -398.823696662896,
          -1169.0943803799546,
          -2073.50574094413,
          -662.1321553806653,
          -807.3341246917088,
          463.3361879830166,
          -1921.3423412330924,
          -1076.5247241635257,
          -1980.7655640219261,
          -1367.0803354475029,
          -1084.2042733861656,
          534.2254413923521,
          -1890.514577326081,
          312.9500502968273,
          -1106.6299155703996,
          -2167.724607747924,
          -333.36187137398923,
          -1495.9183835154795,
          -820.4560249849528,
          -512.3852366715558,
          -1729.5680701071376,
          -1660.440932780463,
          -1667.2255638289103,
          -1944.4383731977305,
          -490.493891047347,
          305.12785158685034,
          -275.9311066564581,
          -321.6441290828847,
          -580.9809620991583,
          -252.78219913243652,
          -2089.1069175746343,
          148.2114523099133,
          -381.9754532697427,
          -26.660552297350876,
          -211.54435939252684,
          -780.2249798087084,
          -1864.3251112352098,
          -2144.585878869295,
          122.50957703210707,
          229.1187816535782,
          -312.1925437460683,
          -1167.5317331571582,
          -1590.7387747059913,
          194.03234567895427,
          285.0965832616155,
          -1269.1126450914899,
          468.2910290656924,
          -651.74758364001,
          -1759.6794816722802,
          215.86143980067163,
          -1888.4455270743733,
          -378.27943614454534,
          -248.37071116891758,
          -366.8894941838028,
          36.18773428566674,
          283.16944270496913,
          -1276.4467577870462,
          -1082.020252171286,
          198.4003267771622,
          -585.7615560537163,
          -656.7053039373758,
          -1443.2786912072222,
          -1596.4259209492222,
          -487.2404410907901,
          176.9513787597307,
          -245.0220866758612,
          -147.21289551648576,
          -1882.391207227774,
          267.6234465500682,
          -1404.447806962759,
          -876.4900549159229,
          -1200.4012518790876,
          -268.5902035077218,
          -287.57499593630325,
          -755.7666049236076,
          -425.7601841654323,
          -1466.7521963413408,
          114.42913233935055,
          -637.6410728083926,
          259.89931273798953,
          -1438.9433183698145,
          -1556.5277037995024,
          -1306.4469952318054,
          -929.7062626864991,
          535.5557346492918,
          -1275.3343253441074,
          141.8347419925361,
          -1382.5447481472622,
          -2089.5535754562216,
          -1965.3137846967788,
          -1983.9711256223013,
          -1092.219248471729,
          -887.7920305825124,
          -1520.4438172490075,
          -573.5387393115373,
          -579.9915360406693,
          -1390.4866272910967,
          -2086.8031744574005,
          -886.5173727916198,
          -348.77664518991486,
          12.891324297188532,
          -1398.6181840626089,
          -53.886635167912495,
          -741.3398214827998,
          -1347.7165265425538,
          -1797.3658707491725,
          -911.0812824057812,
          -2094.5389069631483,
          414.20926999356533,
          -2085.674093519015,
          -885.6791734664753,
          -1461.6847009417975,
          -2127.3424751925913,
          -1883.0065188928081,
          593.2926149823905,
          100.20352447657184,
          -2118.0903003274925,
          -1442.031163256697,
          -308.7736989186005,
          583.2418012215999,
          -2029.152369222108,
          -19.837934068863063,
          -959.8595808056232,
          -125.68977821326422,
          -641.158985109065,
          392.207843357355,
          -2114.0373338181603,
          -1695.0396564537723,
          -1044.635151173502,
          -2058.737845984902,
          9.453059311007337,
          -1562.9908295268078,
          -2054.855519578736,
          -1745.3429006338224,
          147.15402321675063,
          -2033.2316435541504,
          -1583.4402704084625,
          -2064.1775553127677,
          344.4546855866161,
          394.30675509994916,
          -2011.6581490552692,
          -527.6401726742687,
          -956.4985314382102,
          -463.7502288770287,
          -519.6512018176148,
          -742.3180106642197,
          -989.1799916916351,
          -2139.1637624902137,
          155.89187957066483,
          -1660.5177953649447,
          -1051.0292316855268,
          -1971.3303349730197,
          -892.6461205182954,
          -588.7747972714004,
          -976.3974812007757,
          -1504.903115168779,
          -14.378395775238332,
          -1999.0242179497927,
          -192.1736108944579,
          -590.9920959653948,
          -291.39509848977565,
          318.9841589389234,
          87.57796588337945,
          -1426.4730032324735,
          -903.2638499603504,
          243.22206170890317,
          -1516.3263064620746,
          -627.0688582203909,
          -2156.972048616963,
          -1554.6434274047774,
          -184.00220643777897,
          -1405.7461100937821,
          -1572.527512785566,
          -1005.5673092640917,
          494.1817710009125,
          96.8931985456619,
          -927.7689313275779,
          -1748.0269660765987,
          -2045.35529221902,
          -772.0238801411406,
          -468.3484854245564,
          -2065.0661440593,
          -1788.8508527207239,
          -336.63155452091075,
          -890.8626847633365,
          -60.962308416667625,
          -557.6489381983357,
          569.6284855005533,
          -459.9761495444125,
          -2108.5946998406484,
          -2061.0014776820044,
          -632.2950045934042,
          -98.59314077329287,
          -1862.8346781368687,
          -366.90348961029133,
          -1915.693292782216,
          -1202.4693576471632,
          -423.0348276703303,
          -1133.428577905492,
          -1132.1500783761721,
          463.31643636701153,
          -997.91018835845,
          -2160.2299330986625,
          -1796.4411384526752,
          -14.335945993399436,
          -945.9538725498456,
          -501.7677022327746,
          -339.896629855834,
          -1010.2536245713196,
          229.1881028298147,
          -1191.2801890121025,
          -554.8757014294839,
          169.48400658900746,
          -1263.5179637743515,
          -1956.813652530198,
          -328.61234149536244,
          -1816.0317978044238,
          -446.3115674763299,
          423.54228834072313,
          141.78421565929253,
          -1244.5917154547153,
          -1686.4019579407984,
          -1921.573609350801,
          -1664.1252231301137,
          -1816.1487367715108,
          -697.8145938470664,
          -652.0056732580883,
          -1577.6537465405152,
          33.334324356721694,
          -1516.9521513051084,
          -1743.9329767259717,
          -1182.6684155278463,
          -1970.9239546359743,
          -1607.132434927819,
          -259.5422955004182,
          582.6708042134726,
          -757.0624019515741,
          393.36039851336403,
          -1438.745037842275,
          -2022.4388839753822,
          -1035.0611604175244,
          -2079.3272783103876,
          -696.3533094064297,
          -1871.812174304298,
          -1719.566523756515,
          -2125.7178996895286,
          -1737.499192409859,
          -1744.8198276683777,
          -576.5565536358796,
          -2159.702361066114,
          -1246.4771898700742,
          -1313.862358142403,
          -1091.935269487223,
          524.1943332966159,
          -1722.7397136326258,
          -808.766618186662,
          -1976.079807245781,
          -1153.4850899802293,
          -1210.7410466792771,
          -909.7550625481612,
          -1002.3035358839072,
          -228.43153551707442,
          -1404.4986347177319,
          -1656.8336994700073,
          -955.772031757375,
          -28.461131424628512,
          -1735.8923716956915,
          -1690.334979326802,
          -1242.393233613431,
          -760.8428640461386,
          -176.67310731020478,
          -1443.2853387961688,
          -1585.0185297447315,
          -1156.7455071056665,
          -1120.7856988460371,
          -938.9762175846021,
          -848.3480078054793,
          -364.2278743827659,
          -1240.8917733358758,
          355.17960215957055,
          -1976.7714317305745,
          -121.61931819223908,
          -1567.2252418411297,
          -2105.834223838754,
          -387.665872322083,
          -1250.37772124211,
          -2148.662387339764,
          -1751.7108483573238,
          -1177.1916680054485,
          -741.3557782744607,
          -1346.637219718152,
          256.2326643525247,
          -1671.500219467106,
          -1002.5346458098684,
          -1035.2640045668222,
          -123.46007372770956,
          -175.4375602731929,
          -1042.7458097077026,
          -472.3792063668758,
          402.6938048009424,
          -1444.1770247365077,
          -1400.8408117437043,
          -1419.4828578001063,
          -1120.7919037215552,
          -1366.6061109022191,
          162.49482624024188,
          -233.57346731412667,
          -1766.8109391434145,
          -892.4180141580391,
          -2013.4790458546831,
          -1620.9432915628233,
          -807.2115546147538,
          -696.5417442174349,
          -1295.9230883474115,
          -1830.5762193245546,
          -1261.426380175148,
          173.3584609033785,
          -2019.0889532281924,
          -1076.477042287817,
          -2031.8786470221542,
          111.53427643894433,
          -2125.545197458717,
          -792.9639293514575,
          607.3482498234278,
          -1232.6031201892438,
          -1251.599498719496,
          -836.3701084273944,
          -279.11833536194865,
          -1214.3474688208087,
          -1548.2234274164575,
          515.0239323687225,
          -2124.853041170657,
          376.91502914318863,
          84.65530084267492,
          -145.747508080942,
          -676.1761166067224,
          131.11901772750818,
          11.59280876126803,
          -1508.3058619574995,
          -2088.231240227609,
          -2057.6408954731273,
          -1741.695391581209,
          -1213.0106632878087,
          -2040.9370248708035,
          574.5160979087531,
          -1383.426306764776,
          -1406.4312963106736,
          -1910.5911112754525,
          -1876.1735336717495,
          -1513.6804151098665,
          126.78263958396637,
          502.5828499839817,
          -2034.542474089657,
          -2063.384909761444,
          -2113.3750768326613,
          -1607.1598667539822,
          -443.94458439963984,
          -1766.512389311978,
          -636.6794715094829,
          -1916.5814559377993,
          -255.21147378377051,
          -1004.3620159700664,
          -736.1877694706117,
          -1221.910721472816,
          -828.8842647197879,
          579.0696488893464,
          -1240.3634967179569,
          -1086.4652487054734,
          -1988.7886307720933,
          -2111.3067086266115,
          -767.7205334251652,
          -499.98837007835954,
          -248.39228052686934,
          -1663.2325904695226,
          526.231661933943,
          397.7860429423151,
          -1869.0874838775492,
          -1198.1587555426386,
          -1878.4406134265992,
          -765.1850694463685,
          -1095.7401982008657,
          -2045.3623631699327,
          -1896.1785895489681,
          -1920.5087919795749,
          -472.9710517890434,
          -1360.6713767636277,
          -2120.824912683436,
          -1971.3062778411545,
          -53.486076155488085,
          -1732.2113452357398,
          -381.5805649327729,
          -1590.7572902815496,
          -1216.6115988112683,
          296.3158184681274,
          -616.5159624653284,
          94.33366345002091,
          -904.4087667873872,
          -2022.3198957048132,
          -988.5171363978203,
          -716.5345989050472,
          -548.0029323788173,
          -1939.0428253283578,
          -163.85504426682257,
          -1184.4878617454242,
          -303.52321926433257,
          -453.7127590269176,
          -1916.1741862005247,
          -1209.6806300220965,
          -1762.0111459557565,
          -1545.7810956594008,
          -980.7086026395846,
          -1163.495417378928,
          -650.197948186904,
          -1570.7421437617893,
          -1276.4982575598533,
          603.319843509786,
          -1263.4454617845954,
          -1035.6838358589648,
          -693.2915796959983,
          -52.152956665115475,
          -1433.6666658345637,
          -757.4112011671458,
          -1360.7098919911255,
          -1660.2419970580354,
          -1375.3048839390476,
          -2194.896362342313,
          -1719.2943807467825,
          -98.61333102806435,
          -53.13353212471734,
          18.83633696952909,
          -1489.3196731434905,
          -752.4120945195269,
          -962.2241057688203,
          -2116.08884456148,
          -1513.6628324732676,
          -969.7983046024146,
          -64.87152794737739,
          -1292.9242037507443,
          -336.61984673224634,
          396.4343655694969,
          99.18068103439761,
          -2111.236957098894,
          -245.10745486005138,
          140.56128760596926,
          -627.4849952758573,
          -1276.1197112762331,
          -2035.1758520156898,
          -1036.4681090442539,
          42.700724753711405,
          -1436.0891421262631,
          -1704.9873028776744,
          592.674160479646,
          -788.0119488518751,
          -666.4578905221388,
          -837.2357810239711,
          -1153.4737203765283,
          -1941.7417458183484,
          -1680.1965450495434,
          -1500.34983326098,
          -719.5299215358651,
          108.94408252598194,
          -1383.2227363710856,
          -1808.0277188120779,
          -101.08954480377335,
          -1072.809913908435,
          -2069.477782016921,
          -1022.2790419429431,
          40.92276246470611,
          -1114.6963976048548,
          378.69613660402626,
          -1979.3885965564139,
          478.47175190434706,
          -1787.9020782643781,
          -603.0311222225802,
          -631.0286172755008,
          475.4162213918057,
          -525.8095980748109,
          -831.2650214347909,
          -1270.4665041398368,
          -954.1845573926246,
          -1808.0884781544448,
          -468.6759312512224,
          -532.9807171846744,
          -1503.3374012663398,
          -1928.5244628611083,
          -2041.2759726243446,
          -1025.743744431441,
          -1530.9995412360124,
          422.5506146287662,
          -1522.7411757212628,
          -541.6866944984729,
          -77.95199894850393,
          329.21098474120026,
          -174.3080099855032,
          -900.0951764463002,
          -1542.9951105006123,
          -745.5658371990705,
          -620.7591044685059,
          -1649.7721774318193,
          -1530.9689473791584,
          -1222.27753122494,
          -1976.7080280213602,
          -1879.868328008831,
          184.49001471928736,
          -170.08973697156085,
          -2086.8788865628976,
          -1404.2418920522207,
          -2087.5479629301853,
          -1036.5289604391862,
          -2147.350617985247,
          -273.8615575059391,
          20.190757959576114,
          -2159.634449191911,
          -43.04556036955177,
          -539.992636941686,
          -1372.871387970796,
          -383.86149139885134,
          -46.62448265964138,
          -1473.5349733574262,
          -782.1847459354445,
          -1274.4670297377138,
          -423.065911187364,
          -1135.6194362608296,
          -423.54982000653047,
          77.80129023740382,
          -903.3105092526877,
          -816.5462676410334,
          112.56442834360328,
          -961.3328527680171,
          -1074.9889195816718,
          -1667.0082789179564,
          -2052.8265367450053,
          -2091.823394362465,
          399.36841147379596,
          470.7046953616922,
          -1283.0272164956377,
          -248.40006381630863,
          -171.85806033875207,
          -1210.5036460318381,
          -1425.8750275896668,
          -1611.707246072362,
          -1143.4279957207266,
          -2017.0748693040032,
          -1744.7987686700671,
          -649.7578448307543,
          -1451.5034025558725,
          -709.3147709117083,
          -1299.5577725718867,
          -1227.5130636782321,
          -467.9274389505938,
          269.80735116334654,
          449.86865639026365,
          -71.29885180400481,
          6.842583117924433,
          -275.2693938871492,
          -784.8635907134926,
          -1871.8239279397087,
          -1527.0557407638637,
          -14.400078409816285,
          -628.3896261948083,
          -1365.6516771461977,
          3.3238555984665608,
          -1529.9855354102206,
          -690.4565646551333,
          -1153.5126934775183,
          -1214.3357816061998,
          -210.60715126835004,
          -1465.4980832145636,
          -750.1862309514819,
          -1641.8384565186902,
          -1109.549774506093,
          -661.4081391445254,
          -93.70774062411053,
          -76.60351349267484,
          -728.1785003611444,
          -2060.083259371731,
          -2112.6263294488353,
          -2022.4264204436731,
          -331.9584679862381,
          452.24847033272096,
          -1939.0455005180563,
          -1093.7402966942752,
          -1223.4979822010807,
          -267.08171162259697,
          165.64738024310375,
          -596.5389259654855,
          -885.3382954965118,
          -640.3801241742359,
          -1972.9639503347241,
          -1429.3971377593843,
          -796.5446554035758,
          -1086.6491565230901,
          -1063.2436073224558,
          42.84715252179677,
          -225.46587150751358,
          -1582.8245566074063,
          -412.71085101921295,
          -1526.0053054068567,
          -789.4159763896608,
          -2079.3906745787917,
          -1725.9082454985203,
          -892.8684687673453,
          -1476.4172148887133,
          -1576.1424306109081,
          -497.0103669298752,
          284.9032541254043,
          -696.5815897772758,
          17.174058446963002,
          17.393485115089863,
          30.871183311929357,
          -1240.7040498583724,
          -1894.5284474847367,
          -1885.251881453548,
          -1438.9146720676847,
          -1929.6193955565952,
          -43.11753108421281,
          210.06963420726348,
          -1869.4554833234824,
          -1442.5224502693693,
          -518.9520354795142,
          -1410.8046753870487,
          -746.526146213267,
          103.87102411647471,
          -1454.2433682693234,
          -627.0749371819599,
          95.17059326151298,
          -2112.6469185405176,
          -662.1235415298568,
          -1069.0764499115462,
          -1056.35258355448,
          -1716.3288726468572,
          -1082.0055445067012,
          -0.13169009452245126,
          396.4441079210413,
          -2069.5315399450824,
          -1664.1488942314663,
          -877.2170277462525,
          -996.0497594869814,
          -2065.9308893584534,
          598.5776418225565,
          390.70347837281287,
          -438.4264553134249,
          -520.2139885750564,
          -930.5072418175731,
          -1316.106157198392,
          -1366.6583800542846,
          -2014.22482730919,
          -615.049398890008,
          -1936.343166284592,
          -1992.8431564736134,
          -2031.8456425396628,
          -1809.4379418425478,
          414.23174456094415,
          269.73800747744895,
          580.2928093048004,
          -1861.9881911482921,
          378.71818198942486,
          -2074.8975195144485,
          -1362.5502496967688,
          -1392.7311899933536,
          -853.5447979428494,
          -1047.8753802343037,
          -693.5517101110908,
          318.74815205166294,
          -615.3487330454006,
          -1405.6728143076898,
          -1067.029835552935,
          -568.9727317205421,
          470.69058584221386,
          -2043.333610969003,
          -689.2875705757813,
          -1768.432401493365,
          -2063.723158124188,
          447.8594000960747,
          138.83271159986438,
          -1139.1858236392977,
          -66.94992110550437,
          -389.36286996159595,
          -348.6459943889774,
          -2085.50701775058,
          -379.90360901189945,
          -1559.1579268689638,
          -2060.3043042370696,
          -1695.0214265424354,
          497.8718263248921,
          -1070.0622973530074,
          -1006.4892042644584,
          -1360.6743178167421,
          -315.9647024907323,
          -1503.731099215432,
          -1441.3928235289573,
          -753.1282361214143,
          -654.0760616768605,
          -1797.009152964127,
          -1952.2827701952785,
          -398.823696662896,
          -1169.0943803799546,
          -2073.50574094413,
          -662.1321553806653,
          -807.3341246917088,
          463.3361879830166,
          -1921.3423412330924,
          -1076.5247241635257,
          -1980.7655640219261,
          -1367.0803354475029,
          -1084.2042733861656,
          534.2254413923521,
          -1890.514577326081,
          312.9500502968273,
          -1106.6299155703996,
          -2167.724607747924,
          -333.36187137398923,
          -1495.9183835154795,
          -820.4560249849528,
          -512.3852366715558,
          -1729.5680701071376,
          -1660.440932780463,
          -1667.2255638289103,
          -1944.4383731977305,
          -490.493891047347,
          305.12785158685034,
          -275.9311066564581,
          -321.6441290828847,
          -580.9809620991583,
          -252.78219913243652,
          -2089.1069175746343,
          148.2114523099133,
          -381.9754532697427,
          -26.660552297350876,
          -211.54435939252684,
          -780.2249798087084,
          -1864.3251112352098,
          -2144.585878869295,
          122.50957703210707,
          229.1187816535782,
          -312.1925437460683,
          -1167.5317331571582,
          -1590.7387747059913,
          194.03234567895427,
          285.0965832616155,
          -1269.1126450914899,
          468.2910290656924,
          -651.74758364001,
          -1759.6794816722802,
          215.86143980067163,
          -1888.4455270743733,
          -378.27943614454534,
          -248.37071116891758,
          -366.8894941838028,
          36.18773428566674,
          283.16944270496913,
          -1276.4467577870462,
          -1082.020252171286,
          198.4003267771622,
          -585.7615560537163,
          -656.7053039373758,
          -1443.2786912072222,
          -1596.4259209492222,
          -487.2404410907901,
          176.9513787597307,
          -245.0220866758612,
          -147.21289551648576,
          -1882.391207227774,
          267.6234465500682,
          -1404.447806962759,
          -876.4900549159229,
          -1200.4012518790876,
          -268.5902035077218,
          -287.57499593630325,
          -755.7666049236076,
          -425.7601841654323,
          -1466.7521963413408,
          114.42913233935055,
          -637.6410728083926,
          259.89931273798953,
          -1438.9433183698145,
          -1556.5277037995024,
          -1306.4469952318054,
          -929.7062626864991,
          535.5557346492918,
          -1275.3343253441074,
          141.8347419925361,
          -1382.5447481472622,
          -2089.5535754562216,
          -1965.3137846967788,
          -1983.9711256223013,
          -1092.219248471729,
          -887.7920305825124,
          -1520.4438172490075,
          -573.5387393115373,
          -579.9915360406693,
          -1390.4866272910967,
          -2086.8031744574005,
          -886.5173727916198,
          -348.77664518991486,
          12.891324297188532,
          -1398.6181840626089,
          -53.886635167912495,
          -741.3398214827998,
          -1347.7165265425538,
          -1797.3658707491725,
          -911.0812824057812,
          -2094.5389069631483,
          414.20926999356533,
          -2085.674093519015,
          -885.6791734664753,
          -1461.6847009417975,
          -2127.3424751925913,
          -1883.0065188928081,
          593.2926149823905,
          100.20352447657184,
          -2118.0903003274925,
          -1442.031163256697,
          -308.7736989186005,
          583.2418012215999,
          -2029.152369222108,
          -19.837934068863063,
          -959.8595808056232,
          -125.68977821326422,
          -641.158985109065,
          392.207843357355,
          -2114.0373338181603,
          -1695.0396564537723,
          -1044.635151173502,
          -2058.737845984902,
          9.453059311007337,
          -1562.9908295268078,
          -2054.855519578736,
          -1745.3429006338224,
          147.15402321675063,
          -2033.2316435541504,
          -1583.4402704084625,
          -2064.1775553127677,
          344.4546855866161,
          394.30675509994916,
          -2011.6581490552692,
          -527.6401726742687,
          -956.4985314382102,
          -463.7502288770287,
          -519.6512018176148,
          -742.3180106642197,
          -989.1799916916351,
          -2139.1637624902137,
          155.89187957066483,
          -1660.5177953649447,
          -1051.0292316855268,
          -1971.3303349730197,
          -892.6461205182954,
          -588.7747972714004,
          -976.3974812007757,
          -1504.903115168779,
          -14.378395775238332,
          -1999.0242179497927,
          -192.1736108944579,
          -590.9920959653948,
          -291.39509848977565,
          318.9841589389234,
          87.57796588337945,
          -1426.4730032324735,
          -903.2638499603504,
          243.22206170890317,
          -1516.3263064620746,
          -627.0688582203909,
          -2156.972048616963,
          -1554.6434274047774,
          -184.00220643777897,
          -1405.7461100937821,
          -1572.527512785566,
          -1005.5673092640917,
          494.1817710009125,
          96.8931985456619,
          -927.7689313275779,
          -1748.0269660765987,
          -2045.35529221902,
          -772.0238801411406,
          -468.3484854245564,
          -2065.0661440593,
          -1788.8508527207239,
          -336.63155452091075,
          -890.8626847633365,
          -60.962308416667625,
          -557.6489381983357,
          569.6284855005533,
          -459.9761495444125,
          -2108.5946998406484,
          -2061.0014776820044,
          -632.2950045934042,
          -98.59314077329287,
          -1862.8346781368687,
          -366.90348961029133,
          -1915.693292782216,
          -1202.4693576471632,
          -423.0348276703303,
          -1133.428577905492,
          -1132.1500783761721,
          463.31643636701153,
          -997.91018835845,
          -2160.2299330986625,
          -1796.4411384526752,
          -14.335945993399436,
          -945.9538725498456,
          -501.7677022327746,
          -339.896629855834,
          -1010.2536245713196,
          229.1881028298147,
          -1191.2801890121025,
          -554.8757014294839,
          169.48400658900746,
          -1263.5179637743515,
          -1956.813652530198,
          -328.61234149536244,
          -1816.0317978044238,
          -446.3115674763299,
          423.54228834072313,
          141.78421565929253,
          -1244.5917154547153,
          -1686.4019579407984,
          -1921.573609350801,
          -1664.1252231301137,
          -1816.1487367715108,
          -697.8145938470664,
          -652.0056732580883,
          -1577.6537465405152,
          33.334324356721694,
          -1516.9521513051084,
          -1743.9329767259717,
          -1182.6684155278463,
          -1970.9239546359743,
          -1607.132434927819,
          -259.5422955004182,
          582.6708042134726,
          -757.0624019515741,
          393.36039851336403,
          -1438.745037842275,
          -2022.4388839753822,
          -1035.0611604175244,
          -2079.3272783103876,
          -696.3533094064297,
          -1871.812174304298,
          -1719.566523756515,
          -2125.7178996895286,
          -1737.499192409859,
          -1744.8198276683777,
          -576.5565536358796,
          -2159.702361066114,
          -1246.4771898700742,
          -1313.862358142403,
          -1091.935269487223,
          524.1943332966159,
          -1722.7397136326258,
          -808.766618186662,
          -1976.079807245781,
          -1153.4850899802293,
          -1210.7410466792771,
          -909.7550625481612,
          -1002.3035358839072,
          -228.43153551707442,
          -1404.4986347177319,
          -1656.8336994700073,
          -955.772031757375,
          -28.461131424628512,
          -1735.8923716956915,
          -1690.334979326802,
          -1242.393233613431,
          -760.8428640461386,
          -176.67310731020478,
          -1443.2853387961688,
          -1585.0185297447315,
          -1156.7455071056665,
          -1120.7856988460371,
          -938.9762175846021,
          -848.3480078054793,
          -364.2278743827659,
          -1240.8917733358758,
          355.17960215957055,
          -1976.7714317305745,
          -121.61931819223908,
          -1567.2252418411297,
          -2105.834223838754,
          -387.665872322083,
          -1250.37772124211,
          -2148.662387339764,
          -1751.7108483573238,
          -1177.1916680054485,
          -741.3557782744607,
          -1346.637219718152,
          256.2326643525247,
          -1671.500219467106,
          -1002.5346458098684,
          -1035.2640045668222,
          -123.46007372770956,
          -175.4375602731929,
          -1042.7458097077026,
          -472.3792063668758,
          402.6938048009424,
          -1444.1770247365077,
          -1400.8408117437043,
          -1419.4828578001063,
          -1120.7919037215552,
          -1366.6061109022191,
          162.49482624024188,
          -233.57346731412667,
          -1766.8109391434145,
          -892.4180141580391,
          -2013.4790458546831,
          -1620.9432915628233,
          -807.2115546147538,
          -696.5417442174349,
          -1295.9230883474115,
          -1830.5762193245546,
          -1261.426380175148,
          173.3584609033785,
          -2019.0889532281924,
          -1076.477042287817,
          -2031.8786470221542,
          111.53427643894433,
          -2125.545197458717,
          -792.9639293514575,
          607.3482498234278,
          -1232.6031201892438,
          -1251.599498719496,
          -836.3701084273944,
          -279.11833536194865,
          -1214.3474688208087,
          -1548.2234274164575,
          515.0239323687225,
          -2124.853041170657,
          376.91502914318863,
          84.65530084267492,
          -145.747508080942,
          -676.1761166067224,
          131.11901772750818,
          11.59280876126803,
          -1508.3058619574995,
          -2088.231240227609,
          -2057.6408954731273,
          -1741.695391581209,
          -1213.0106632878087,
          -2040.9370248708035,
          574.5160979087531,
          -1383.426306764776,
          -1406.4312963106736,
          -1910.5911112754525,
          -1876.1735336717495,
          -1513.6804151098665,
          126.78263958396637,
          502.5828499839817,
          -2034.542474089657,
          -2063.384909761444,
          -2113.3750768326613,
          -1607.1598667539822,
          -443.94458439963984,
          -1766.512389311978,
          -636.6794715094829,
          -1916.5814559377993,
          -255.21147378377051,
          -1004.3620159700664,
          -736.1877694706117,
          -1221.910721472816,
          -828.8842647197879,
          579.0696488893464,
          -1240.3634967179569,
          -1086.4652487054734,
          -1988.7886307720933,
          -2111.3067086266115,
          -767.7205334251652,
          -499.98837007835954,
          -248.39228052686934,
          -1663.2325904695226,
          526.231661933943,
          397.7860429423151,
          -1869.0874838775492,
          -1198.1587555426386,
          -1878.4406134265992,
          -765.1850694463685,
          -1095.7401982008657,
          -2045.3623631699327,
          -1896.1785895489681,
          -1920.5087919795749,
          -472.9710517890434,
          -1360.6713767636277,
          -2120.824912683436,
          -1971.3062778411545,
          -53.486076155488085,
          -1732.2113452357398,
          -381.5805649327729,
          -1590.7572902815496,
          -1216.6115988112683,
          296.3158184681274,
          -616.5159624653284,
          94.33366345002091,
          -904.4087667873872,
          -2022.3198957048132,
          -988.5171363978203,
          -716.5345989050472,
          -548.0029323788173,
          -1939.0428253283578,
          -163.85504426682257,
          -1184.4878617454242,
          -303.52321926433257,
          -453.7127590269176,
          -1916.1741862005247,
          -1209.6806300220965,
          -1762.0111459557565,
          -1545.7810956594008,
          -980.7086026395846,
          -1163.495417378928,
          -650.197948186904,
          -1570.7421437617893,
          -1276.4982575598533,
          603.319843509786,
          -1263.4454617845954,
          -1035.6838358589648,
          -693.2915796959983,
          -52.152956665115475,
          -1433.6666658345637,
          -757.4112011671458,
          -1360.7098919911255,
          -1660.2419970580354,
          -1375.3048839390476,
          -2194.896362342313,
          -1719.2943807467825,
          -98.61333102806435,
          -53.13353212471734,
          18.83633696952909,
          -1489.3196731434905,
          -752.4120945195269,
          -962.2241057688203,
          -2116.08884456148,
          -1513.6628324732676,
          -969.7983046024146,
          -64.87152794737739,
          -1292.9242037507443,
          -336.61984673224634,
          396.4343655694969,
          99.18068103439761,
          -2111.236957098894,
          -245.10745486005138,
          140.56128760596926,
          -627.4849952758573,
          -1276.1197112762331,
          -2035.1758520156898,
          -1036.4681090442539,
          42.700724753711405,
          -1436.0891421262631,
          -1704.9873028776744,
          592.674160479646,
          -788.0119488518751,
          -666.4578905221388,
          -837.2357810239711,
          -1153.4737203765283,
          -1941.7417458183484,
          -1680.1965450495434,
          -1500.34983326098,
          -719.5299215358651,
          108.94408252598194,
          -1383.2227363710856,
          -1808.0277188120779,
          -101.08954480377335,
          -1072.809913908435,
          -2069.477782016921,
          -1022.2790419429431,
          40.92276246470611,
          -1114.6963976048548,
          378.69613660402626,
          -1979.3885965564139,
          478.47175190434706,
          -1787.9020782643781,
          -603.0311222225802,
          -631.0286172755008,
          475.4162213918057,
          -525.8095980748109,
          -831.2650214347909,
          -1270.4665041398368,
          -954.1845573926246,
          -1808.0884781544448,
          -468.6759312512224,
          -532.9807171846744,
          -1503.3374012663398,
          -1928.5244628611083,
          -2041.2759726243446,
          -1025.743744431441
         ],
         "y": [
          -56.36644631866418,
          2.229812419453289,
          71.29338613609347,
          -62.47508355317486,
          -55.610001880263205,
          -45.03747697202612,
          -20.99411524880889,
          -81.6406720001482,
          2.8270186409522102,
          16.736015600301318,
          -20.719328812934616,
          59.47392394946995,
          -71.48603987928598,
          -14.000697981843773,
          -56.10613145932674,
          -30.512430855093402,
          77.5194919161371,
          67.83034441282763,
          7.681444935235356,
          -67.03267374383418,
          -75.38521972777428,
          -62.8491147711729,
          -53.64200704309891,
          -54.494627091770134,
          -43.06067811126831,
          -56.37217806508151,
          -47.82873098048302,
          35.71743419722415,
          -26.091387066387252,
          -6.559599261883624,
          -66.65030566220341,
          -53.59328987251537,
          -14.571576439363248,
          44.503212495444494,
          23.164521935993392,
          75.14930715857001,
          6.984136319816138,
          -88.79978432350512,
          84.99064966823536,
          28.17000525444468,
          4.547342587958058,
          -33.6075851313232,
          -74.0594012575667,
          65.80902541641842,
          -30.31386459369258,
          -67.37618384662058,
          -47.53379000468628,
          106.9757339330333,
          86.10675752323249,
          67.15812055864538,
          21.183431056515122,
          -42.07522687278628,
          -48.833463875520515,
          46.34704958858217,
          -29.41302655902523,
          51.602279788107246,
          -19.01039152990282,
          -23.690055520774777,
          -29.14094284655487,
          54.96523839837186,
          86.84792861419686,
          29.655033975106633,
          8.668620413318848,
          -13.656800648126879,
          -10.07806325496138,
          18.98824579472016,
          -69.96489675812032,
          -69.18776250348863,
          -50.538986221678634,
          -7.547964583206308,
          14.311666099093086,
          124.77209143227344,
          64.85849514989653,
          17.816271358335467,
          -70.70640233935693,
          -1.4356108708594257,
          30.001640654451155,
          -27.124844841660455,
          115.59652916105865,
          -71.10107836047266,
          122.40895141127994,
          -50.22429223849051,
          77.70933137834874,
          -39.63355455289568,
          -8.555752547715077,
          107.75089322653145,
          -62.11534062448324,
          19.9278039738399,
          -6.828298821714385,
          -50.808706630098484,
          -18.560610801049055,
          -36.83709442377063,
          -62.018444186124725,
          40.27610731978287,
          -69.93137976609118,
          34.702774718028664,
          4.152951483505275,
          73.1887138634073,
          -20.657277302712558,
          -62.346286733657,
          -15.767862369187517,
          31.16064561403523,
          29.812804765915338,
          -25.701461379041522,
          -34.73654642577132,
          26.100170180115228,
          -61.29155180800817,
          31.79741915095712,
          71.72708939525498,
          -19.111638573486722,
          -66.67355404511399,
          28.545379626434737,
          44.247858237219916,
          -83.04978218679523,
          31.701597391507413,
          -35.567159214932005,
          9.871792451014478,
          7.257624295793013,
          -68.63507582844048,
          -36.42588274962517,
          -36.05666800709379,
          61.05732356930918,
          61.99122011452527,
          -6.8864568008883085,
          -46.407222405235544,
          24.976157837288955,
          27.415222914520687,
          12.504890721809423,
          88.8581736170053,
          -23.901213328263903,
          -17.33994744942075,
          -54.28138715483009,
          81.99570131642263,
          17.40263433735405,
          -11.482670251245965,
          -16.564466762034638,
          56.43789077243238,
          18.670736826417727,
          35.366859162883024,
          -57.12420834231249,
          -26.28474846816843,
          -55.01324210689327,
          -69.13378232845295,
          -68.15980168509222,
          -76.71115983522917,
          -6.409440546717646,
          9.136262893323114,
          -20.698288343337477,
          -66.04020086545066,
          5.195341308426542,
          -60.55414798507381,
          -65.17487545398798,
          113.10221587827705,
          -25.99864655936947,
          59.299486987361426,
          31.88093760475193,
          30.394799039217716,
          159.15400157766283,
          -78.96147966769813,
          -84.29231368644973,
          -36.70110168454515,
          -63.74150522995895,
          15.601550901441755,
          111.94998648784635,
          53.39834654656696,
          -50.191479731771615,
          -32.74269754812501,
          2.3833351223495693,
          -62.71555720357621,
          49.2914242255294,
          20.75670977367561,
          -42.954903866313806,
          -29.103153098252015,
          -20.62196066940019,
          -66.04349658704432,
          47.62266071623312,
          -31.284182029242146,
          50.08267913091245,
          -20.25650966038075,
          -49.86858596312917,
          -8.884558119198037,
          -54.78232481484152,
          -49.66649217359283,
          -3.2088406073639386,
          -19.858018908395152,
          -29.660820830619492,
          125.33762220903503,
          43.84443320941073,
          46.17463320994339,
          -73.24559881910577,
          -32.94575790271275,
          -65.11671961685019,
          30.40192538126691,
          3.46277784009859,
          120.74445320233424,
          -50.238647520990824,
          -47.629944698945685,
          5.71001024812897,
          144.48530667214024,
          -7.592117406268813,
          -39.05265947598944,
          9.897032830486935,
          82.83536624698684,
          8.232614541228944,
          45.704925746093465,
          -60.761840616871496,
          -25.850479891654636,
          6.217441496323633,
          74.13944546085139,
          8.170225732851332,
          -20.46961817635644,
          -59.693671864053236,
          16.25487446440987,
          -34.863291614394186,
          -45.64961050274698,
          24.410724893774024,
          -25.39287380143499,
          96.96299889976666,
          -15.681889339825814,
          -24.580505079499865,
          -47.28927241490591,
          -56.378364213309716,
          -70.44943844547015,
          0.40710246824198754,
          -6.37134904656766,
          34.01123384768426,
          123.31847609077278,
          -52.83888933880733,
          13.598438805419633,
          -42.58192403105003,
          90.77613193612581,
          48.71497246253801,
          -30.866012450313345,
          -25.55866086837206,
          -23.458627465221998,
          -9.219388980591491,
          -14.217747516816662,
          10.157051536260251,
          -18.625189165040258,
          28.64514441951056,
          87.37139248783114,
          -50.563401097102016,
          -69.63026616931968,
          32.32831970054117,
          -30.478170352032304,
          24.387992888558447,
          -66.42965476589322,
          -39.33381481906922,
          -53.253232566786494,
          64.35073096434756,
          -34.95513221599406,
          -31.92233327683766,
          -51.00606401227532,
          83.26623933875436,
          -40.854499833428385,
          90.23881952318044,
          -11.004845090607278,
          -71.62546978936793,
          90.20847485382201,
          -71.24159820575123,
          56.94417671403053,
          -68.40273318476163,
          -85.1174045781783,
          -23.137073276415727,
          -82.55383926533895,
          -21.964822546543456,
          -24.920020250806218,
          129.72576042904151,
          -57.88685615164386,
          0.9701528197946884,
          -5.72068201846204,
          -23.587934614110985,
          114.18995888728568,
          -45.686088487184776,
          15.527002416988992,
          -64.33224913505381,
          -59.58423823262168,
          -18.2079405002054,
          -27.891154864496162,
          -47.61410773283706,
          -69.67603976581394,
          -24.831337314334938,
          23.188166130734373,
          127.96149212781457,
          69.0873738633833,
          -53.35837440276894,
          27.213415942255292,
          93.8649440502304,
          -55.61251841705271,
          97.93928928198783,
          -3.529567476000786,
          -24.65485729290655,
          -61.64324997656747,
          -58.98819157676816,
          41.36634297784289,
          -11.518631987963163,
          56.95606200964487,
          71.48674243054872,
          5.607257270534048,
          77.59500777104148,
          39.59981014593593,
          -2.8068919721937524,
          -19.62047153482343,
          -21.410442534546334,
          -46.96009709782306,
          -66.12279349089378,
          -90.86501042935545,
          21.79220366565049,
          -49.139906874689906,
          -47.59631111572131,
          80.80277908643879,
          -65.87057126647494,
          -43.24672665285319,
          -82.39373721053428,
          -8.1217525780612,
          -62.73237118947968,
          -72.61386409544,
          -15.52393328768985,
          -34.99791505046379,
          -18.41030949640275,
          39.24248454406882,
          -49.90365974078433,
          -66.07806555522573,
          72.77655435983426,
          54.564574628872045,
          1.180158807133607,
          -55.995727766078794,
          -35.51431449684701,
          -19.93441755709797,
          64.96133082882164,
          33.75444225731794,
          43.42224456016046,
          151.94187951493726,
          -49.72284468094086,
          2.678370862941448,
          -23.051050789548707,
          5.034712172672836,
          -58.84734747008395,
          52.590052857431466,
          133.19725596023792,
          4.160970978507884,
          33.54826869518315,
          51.790445074856535,
          -30.00501282002365,
          5.208139146762916,
          -26.39113631273617,
          156.93783331827066,
          -58.34537334386333,
          -60.20875222186932,
          59.80370990399102,
          15.019669678170647,
          -55.08368631612701,
          -1.5513396946077533,
          81.14933021449772,
          -17.37229073662502,
          -62.179740793155766,
          -61.57260572521155,
          -17.91837012050145,
          -56.653454612693146,
          -62.09897516542296,
          54.695361673364154,
          -45.14543468515091,
          -71.64745734633999,
          39.20309238823472,
          57.98277092200876,
          9.390544359596113,
          -31.695185596962897,
          81.58154166589287,
          -47.88632311069199,
          -1.3974054129821902,
          34.21907153739092,
          80.20934061651933,
          -93.94083128762102,
          -60.17068239252385,
          -7.349440803947417,
          -42.017208483323394,
          -21.591275681485502,
          13.905728123918395,
          -51.00967328787424,
          58.4594329414285,
          -64.8185358810668,
          135.34060289398658,
          -42.29017834049342,
          25.900592392959524,
          -76.98474263851402,
          8.908233129144957,
          65.87894924247149,
          44.795556336751915,
          -53.5006145283227,
          -21.25929136120309,
          -47.21494854795937,
          3.3527781617757313,
          -9.122289045822992,
          -56.90917425917109,
          2.049723384131503,
          55.66720049739837,
          130.84263874902942,
          -34.971139249832454,
          9.640193849695816,
          -27.166049417257714,
          -14.46994661157803,
          -6.9605064112959365,
          -1.814550740115317,
          -60.04229694467678,
          -6.626831141650973,
          -63.453233768657114,
          -26.71935754870284,
          -17.62615114701217,
          -11.997048792091018,
          -9.262095479969156,
          59.39293874391587,
          72.86339924354088,
          -30.96436594546854,
          -25.525835659883654,
          47.902226533826294,
          49.6751010823877,
          18.715428118292884,
          -67.54747226111428,
          -31.721002096799868,
          17.665276151747673,
          -7.420166793526968,
          -64.31145304159386,
          65.66398207150571,
          -2.289111549565621,
          -17.395335696299064,
          21.28047677562453,
          -7.475030787817498,
          -39.54551676927614,
          -8.025454166410027,
          -44.540838203666056,
          -16.042289664750353,
          59.96952579752026,
          -41.86520507801797,
          89.84100467869547,
          -72.39500031486878,
          38.274753988696695,
          -45.66481630546415,
          -35.49334128773005,
          -58.49617187268855,
          -74.37734100522383,
          -3.1938136763109473,
          -15.78482264682517,
          109.81172886738098,
          57.79995626077318,
          -27.13205238198232,
          -63.73618889058359,
          -31.95014969835092,
          6.923688719803181,
          40.518522078861636,
          -26.769546596870622,
          4.308568392058267,
          12.70553667008292,
          -70.10427658926106,
          -38.064585710893354,
          0.03483012154637619,
          -71.85873509936931,
          -53.689423187063014,
          -24.559956007941878,
          17.94034574484072,
          -18.50301960154019,
          -18.19370677933106,
          72.60427179679921,
          74.63543948570539,
          -60.218515563696485,
          125.87842004251812,
          -69.49745002512074,
          -31.324559121326814,
          -3.173328170615719,
          -16.691511384070576,
          -75.30941859976122,
          -32.22342817741131,
          -33.616570110413086,
          -70.80602961595685,
          -31.690009244210557,
          87.68899246023037,
          -7.0492678369998805,
          79.04002383687681,
          -12.360579336994013,
          -28.303106746713713,
          25.055043502888363,
          55.51481207857,
          16.081650928554566,
          -43.207861281233185,
          -30.864581400085214,
          32.21346443001295,
          143.76357114387926,
          91.59440012815466,
          -72.48948833632178,
          -73.15515321562714,
          -0.4610676818991966,
          1.7364811976170458,
          25.348500708850807,
          -28.764320642781044,
          90.86636296316358,
          -67.77096583664692,
          -44.27126250038426,
          38.055809322272935,
          46.94025758980285,
          39.368738313242396,
          -28.484726205290805,
          22.172301125062106,
          -48.11502433145457,
          -28.748491031542052,
          -5.388275456347396,
          22.787814807925667,
          -82.8524389248561,
          -73.21104221880394,
          -54.05285843748995,
          69.32495177742238,
          -65.40659872761401,
          -71.71593945515683,
          -13.572485078979271,
          -28.577617163441,
          42.22042037088191,
          23.160961495785564,
          -5.336110136930972,
          106.03461264576713,
          -34.834492759633825,
          -43.252086349617485,
          71.41562104217789,
          6.028271068879363,
          -57.66460493637268,
          26.70276301787249,
          96.6440121269097,
          -18.64987110251103,
          -33.05226233208681,
          -66.63184518258508,
          -23.119480007103316,
          37.48446487231943,
          5.4675836609331325,
          6.528461111398643,
          -53.64284557899544,
          -7.302439353433224,
          -41.796593085871216,
          -64.21501800048745,
          -19.421769677835208,
          10.00713689860376,
          -10.569523385281078,
          -70.82236331288894,
          -41.99366453922155,
          -54.991918869911636,
          -6.970067209557837,
          14.622345651993312,
          -61.066261920029405,
          -71.14414263064731,
          -69.53168236490819,
          -43.54865545358509,
          -25.808836226382606,
          -21.25624327187246,
          -34.84164182055806,
          -64.22851641180787,
          -39.09995936940283,
          98.25029216666195,
          35.0601766612603,
          20.190646242497888,
          -53.254976083745305,
          -58.74523999216396,
          -58.266103317453,
          -50.61526313900707,
          -5.8154124777209235,
          6.327226628193816,
          39.657045155291755,
          -46.879043663326414,
          33.31418301682673,
          -8.365738366974172,
          66.00560363171004,
          -29.437231360288212,
          36.45862910716251,
          -74.33293974897403,
          -28.56439494632318,
          -51.54494322230307,
          -21.69705366667932,
          -23.270873866451634,
          -45.125411183334016,
          -8.557594152554085,
          46.62712455930687,
          -37.75320199004339,
          -82.42142085119433,
          -25.099460944784152,
          81.81563070969086,
          -70.56180615882859,
          -51.3739348862687,
          -37.66350682499694,
          -9.839476908005818,
          -66.8644907061989,
          132.1437798857949,
          -57.841320398635,
          -11.721382728703379,
          -39.89444090448529,
          81.03440038684853,
          24.23665318597297,
          77.20639025244658,
          56.622592710860864,
          38.18475762305734,
          -19.473554523970645,
          52.7091911212008,
          48.10680341803151,
          -1.4384344796194912,
          -12.007327644182919,
          -36.02668109997577,
          -18.047943780444783,
          -19.03946822054135,
          -20.220428046191888,
          -22.234868018368662,
          -88.632153712022,
          116.98609218197869,
          -64.90800464111511,
          -19.91613074764198,
          -82.67047612092226,
          12.534096268758205,
          -25.37430928843348,
          -46.31242915365992,
          -6.890338474828604,
          -80.0531857346687,
          -50.12418290569227,
          -28.041821077898632,
          -80.9276229060484,
          -54.225927814853485,
          48.422557338910735,
          88.66887315045516,
          -59.826147475929304,
          11.923911468671555,
          30.495367654535542,
          -18.09155912850962,
          -51.28006558339925,
          34.51462924787587,
          156.52929747176393,
          60.82671304161801,
          -39.04008747320611,
          85.9933471071424,
          46.322846339305826,
          -63.192931106544094,
          -72.6092513885093,
          19.24102158873633,
          6.565288643930553,
          -63.219585407952415,
          41.94896734860257,
          55.42230515250737,
          -25.579569015848993,
          -77.53203495660736,
          11.093386167139887,
          -31.802424152427562,
          88.83124671055228,
          -1.2718652443220195,
          66.29490723823146,
          -1.4674888577705623,
          -31.54153770103936,
          -46.86138820468108,
          -6.121679945498686,
          12.291140658899824,
          -18.703358348929015,
          149.64314572237421,
          25.846891841973587,
          -41.495544662768424,
          89.22639513894765,
          -49.56947350526721,
          48.56684407385736,
          -12.152446652629274,
          81.01762854756296,
          -61.23173207270743,
          -8.966140348925821,
          -69.22008829947612,
          76.62329268443831,
          -17.36614151885997,
          67.03256312290493,
          -39.46142930750289,
          -53.88248606673254,
          16.93666288014913,
          36.74348437816569,
          -41.2090044703541,
          -83.08401417347314,
          74.34361707845099,
          -30.43400458315723,
          -17.372783410148454,
          -53.391983391736865,
          -4.315670765875595,
          29.615691283990405,
          -74.76963629652336,
          -19.876212748022443,
          40.85386313353923,
          -62.30430159992693,
          73.74123545029714,
          -16.428361161681643,
          -14.931476882545816,
          11.45524368047809,
          -33.01168797890131,
          -50.35855260585352,
          -62.79685571400359,
          24.955872902057287,
          -68.60074396863676,
          -74.22470114007268,
          14.758384394650818,
          123.94221594859314,
          39.14549005236415,
          62.09103473245694,
          88.70282799991803,
          -10.301908288103736,
          58.893149891750596,
          -2.894133616418633,
          18.080302755889466,
          -75.66406382734178,
          -33.122651782942405,
          -11.495343375498546,
          67.01535774358854,
          7.822003430377156,
          12.45623836851281,
          -54.66944869868358,
          5.519313986910814,
          -10.322372564739048,
          -76.9674793516443,
          23.527295471031238,
          -60.505288785360975,
          47.656461995858585,
          -18.8980622650848,
          -14.062734409199363,
          -58.47285752859299,
          -12.538669291359076,
          -63.46125360032675,
          -69.45416357623762,
          7.038942056948751,
          -39.28031564326576,
          -35.35188278729633,
          73.19251721853318,
          6.142027450144715,
          118.99093154339322,
          45.8835818153518,
          -46.9445058397055,
          45.729369239191065,
          -41.669698028590965,
          -11.234459646846457,
          -34.32606134285463,
          46.593446910949844,
          -57.15067898181661,
          16.236983425140664,
          9.340937481040886,
          -75.54105691036426,
          -40.266804224742714,
          4.660111986635508,
          78.01557924643568,
          19.38387947992447,
          44.1836444124287,
          123.10396935568055,
          -35.24278144918369,
          -27.444533062811207,
          -0.3697484561417123,
          23.26207582647326,
          -31.267377990128598,
          37.45215353742243,
          -76.10779935063823,
          -65.619043943531,
          -65.24545234061668,
          82.14629548094811,
          -62.678115590322705,
          -36.16723463059424,
          94.57319735672002,
          -78.26812078943175,
          5.0129515642551485,
          34.76883499516787,
          -81.36159337649894,
          -62.58790438351083,
          -32.385627608682945,
          100.48178504051793,
          8.357907204881405,
          -59.491025050440186,
          -16.94353364898671,
          -14.640616790051975,
          128.23606841276006,
          117.64879821011908,
          -3.102136166400208,
          16.254318931047028,
          9.484024796780993,
          -41.48776297038562,
          -28.80874420731525,
          -17.965538869442703,
          57.37089499877851,
          -44.69592611045841,
          75.71709359479615,
          -60.43588554873488,
          -46.47984418377525,
          -45.91369163971522,
          -16.96790817341189,
          4.875647208555628,
          -73.22177086539322,
          -52.65464325187196,
          95.5808727939622,
          53.64791970773827,
          -34.711553894982096,
          80.42094355873128,
          84.50635406212135,
          -40.41101344807858,
          -30.746975446213117,
          94.40043740830173,
          -49.340651925749576,
          4.2290056945315175,
          -9.07186028379621,
          -10.15395524180669,
          -38.71474708961415,
          7.202642582059388,
          21.395892247067685,
          72.03666554175003,
          45.54441684073935,
          24.72365309198567,
          -66.2161975778965,
          3.3920145236294865,
          -3.569723305936099,
          -19.65495643807005,
          -72.53804632473759,
          -14.387306069035125,
          -15.591663782171153,
          -39.96369106300923,
          -30.153332232224535,
          45.26851797920248,
          -45.83383992127349,
          -15.788281408733639,
          19.005591315530275,
          106.69441994545247,
          -18.18517410136636,
          -10.210588061571373,
          55.621914239190204,
          53.65288044488124,
          -47.627505646244174,
          -18.672704434207876,
          -59.0627839768834,
          -51.17043748220374,
          -36.845703351230746,
          -32.61955402211018,
          -26.801989438468535,
          30.277785544597855,
          -23.002607029290093,
          -15.473325749354476,
          129.84867511662878,
          8.952739265414184,
          70.25292250594052,
          -49.25697981936739,
          50.835344512213865,
          13.153694140615427,
          -44.38902024903037,
          -65.4817115696627,
          -30.974875950797223,
          59.96096047007989,
          52.48653468512422,
          -26.810620755974302,
          35.93480816793239,
          45.694609606571646,
          48.69365479344406,
          34.13703267270026,
          24.105814571845116,
          28.58779733064524,
          -69.65854764810658,
          29.03240669423004,
          -67.32404450732547,
          44.00284396493357,
          30.56599652112215,
          -48.63830215887231,
          -16.118311633290983,
          -56.16724066133545,
          -66.35095663111417,
          -16.841337878558043,
          -66.69160633694312,
          -31.92517043349922,
          -4.8006367605947435,
          -37.77299998935682,
          -0.5013850226417211,
          -3.5016442683381572,
          -36.389704174156016,
          30.440952737055106,
          -46.268269017147595,
          18.286359691652038,
          47.737142430639764,
          20.92785104801829,
          2.6465326021713067,
          -61.394312296489545,
          37.351795878642505,
          6.6358081600605985,
          80.38556080360458,
          -26.849629666545948,
          -4.712167975753276,
          -17.67843822515938,
          -27.854631967345632,
          -6.229920960865805,
          46.321610056848925,
          -11.338328438591653,
          -9.407706691643728,
          -6.690555240354256,
          -27.304399066535108,
          -51.82611151990416,
          27.750153746002685,
          -38.867528951937004,
          94.15717453557602,
          89.98553353617801,
          130.6841925813191,
          -11.483700314265757,
          70.61663652935813,
          -10.386349933326613,
          -43.46289686182921,
          -78.77861839695923,
          -44.01030138728205,
          -48.18181199263164,
          51.758720677673004,
          47.78464903763034,
          21.786901663013403,
          60.248325554843184,
          74.87654880322971,
          -67.52374527256643,
          -39.21079459262329,
          74.08664014130206,
          -38.33688816297297,
          -65.55591315214564,
          22.325166860253013,
          -28.197351752323122,
          86.42765718464271,
          39.6497132075185,
          -63.94453655683604,
          -40.25466183947182,
          -45.83379743820595,
          8.781323733010383,
          -12.126758501046078,
          -46.57292684099008,
          28.191393724622447,
          -36.895915724443846,
          92.73399169259963,
          -62.56422156311193,
          -43.77622790790273,
          24.980199947115356,
          10.303314258478899,
          -60.65953845583837,
          -20.199060323301865,
          10.08899944611748,
          2.618295758738441,
          -18.524338866358217,
          -61.88383754443376,
          -45.62227146349622,
          -36.372003306328,
          4.7145030990541255,
          23.75428646173203,
          63.48963088832147,
          -69.79465512444526,
          -12.561307187714633,
          42.825293794905555,
          -43.87312243439928,
          106.3992515281034,
          26.02610559294888,
          36.89001031155475,
          -39.735802809332675,
          -13.35266414388542,
          -60.17116033835089,
          54.45581346831056,
          50.08145909934591,
          3.9747377555063985,
          47.54781075277514,
          -13.98139013924734,
          20.213058301911563,
          -6.434377061227113,
          -27.98885263918795,
          -25.178254371110327,
          11.508630171381956,
          -1.347970847195843,
          -48.60624434646502,
          -46.88240826892543,
          103.795941967038,
          -18.398282972300642,
          74.95278348828131,
          15.389970791114576,
          -70.4767544491042,
          -22.277383369464957,
          13.225396589608891,
          99.31828731771493,
          6.262223641086138,
          -24.343701302439563,
          47.74702050691111,
          -83.80954412315592,
          -50.2722481115893,
          43.30401768266901,
          -29.124829761226387,
          17.938253170734306,
          96.3709452166369,
          -66.8130307006769,
          -66.07535033395853,
          -47.25079420734448,
          -3.8715059260305384,
          -24.606595538964516,
          -28.454815667180927,
          16.381455652338563,
          0.905407178294368,
          6.763759545277929,
          -31.570699357117068,
          -44.17394796780717,
          58.43739095866765,
          -21.288729120479285,
          -86.67227686429669,
          -37.33754913511224,
          -74.71315632938446,
          -32.2001897019547,
          -74.34696117576111,
          45.364315770104035,
          -50.52427203672883,
          -68.87702081848514,
          -52.145660381907234,
          -28.819572826749866,
          43.31827456227966,
          2.7146127232254096,
          4.615116677894352,
          -28.93740489334188,
          -49.955858656969895,
          -63.527602201156306,
          -63.97738175228798,
          -29.823762839446395,
          -62.88690025313213,
          127.57316067603986,
          -65.97200520086398,
          -56.11984950421729,
          5.53849397637172,
          49.47561824158378,
          -1.7338004598101358,
          -18.47993362976101,
          16.48218676552322,
          93.7888719572266,
          -55.94710502943525,
          61.549371003222,
          107.85344469014377,
          5.818345927373817,
          -29.747899105064427,
          -65.05508138742145,
          36.53707871517337,
          -23.485480141318895,
          101.85666560029931,
          -55.383590559578046,
          -41.829817628005685,
          -12.875331715843679,
          33.79973951176292,
          51.400465483410855,
          18.299296073061154,
          151.60812970790724,
          79.24794607049732,
          -32.7356823936096,
          4.302483219418828,
          43.22327462886067,
          -5.964765751507726,
          -50.537454801719534,
          -51.521130453877674,
          3.571217805273018,
          21.297703856031756,
          -68.43791269256276,
          48.07107501957343,
          -9.220138087635505,
          106.47794232765351,
          4.253108689679817,
          80.40853561464013,
          136.68350875252273,
          35.90230477395154,
          0.2791417353312425,
          -49.74969150111382,
          -14.572340534718728,
          12.664255457161254,
          -23.816298666993227,
          12.60639376723024,
          -68.38212620969328,
          -36.13034698448225,
          88.49844222169344,
          26.36848360443575,
          -48.44172550095402,
          -6.939687275287675,
          -1.9189591870639113,
          39.654299149541075,
          -73.3607113199257,
          28.91542826999039,
          30.355182178927823,
          -40.064878867541886,
          33.2090113845466,
          -32.358245852764014,
          -20.143951797927105,
          -45.350123490483476,
          -51.61288410253014,
          -77.01197653759637,
          54.401327380564275,
          -44.68685579729185,
          -58.57504921954824,
          20.92365979051897,
          -59.19613193388248,
          25.45000990725116,
          75.97835236386312,
          69.85323965482236,
          48.99781197363714,
          -57.00612625422544,
          116.55207844234323,
          -36.36616910314667,
          -55.18053054941721,
          57.63378716805658,
          -26.243076843436732,
          7.351499485190591,
          20.77147062298446,
          63.70121122638302,
          135.70353312058432,
          89.12176530490369,
          -4.107056356124314,
          28.00189565369349,
          69.8277600567249,
          -64.27331093017018,
          -74.11829469812537,
          45.14896734870558,
          -12.242634345919031,
          -70.84758875911315,
          -47.10852655237948,
          13.909778063210213,
          -36.557792764348456,
          73.14853848819965,
          -73.46376541375388,
          98.48226076457836,
          -67.07252109986219,
          -25.5065091940083,
          -47.18377325392356,
          -15.8670724909578,
          124.46363406893511,
          37.34393477163591,
          -28.595806740059203,
          27.835376601188955,
          53.24868386430483,
          -22.308559112011615,
          113.73042142751234,
          -43.809974880653115,
          -41.57096382006224,
          -41.355176617526254,
          24.175599841597638,
          -59.115107803687586,
          -22.182613549472006,
          -53.82401158403845,
          -1.5844193562439266,
          -42.85109274397748,
          -68.8484627155984,
          -7.606209677497777,
          54.161185360819175,
          -58.258085859767185,
          30.66095427253372,
          36.861273884309135,
          2.218690620384873,
          -55.83732336594845,
          -69.14088585812135,
          53.32747154147505,
          -54.931995885722415,
          -64.25724171635724,
          -85.70635092220022,
          2.9753643802011394,
          -60.075383866972935,
          6.953042842357256,
          -55.29019377560306,
          -49.75333842318419,
          -55.9039833270328,
          -13.411401891772327,
          -68.30708580373536,
          -49.99002305679544,
          3.528194270866278,
          -52.88782204233557,
          26.646883358808175,
          85.92166519945648,
          6.899361009268532,
          28.157658920519516,
          56.937748152824206,
          -16.015708159261735,
          76.48653530938904,
          64.27214051552019,
          -59.402120053469396,
          -60.95367740276358,
          -60.338344460814305,
          -19.429605821771908,
          -60.18116819506077,
          -50.06707864315413,
          70.98860617444628,
          -16.682019435935995,
          -53.84396576544434,
          -55.32239238282972,
          -41.24545587097245,
          153.20308520307813,
          96.87197215388153,
          -61.25177990328216,
          96.9503285370415,
          2.5924419754652916,
          -91.16196728102966,
          -59.24010482531244,
          -24.738743419113067,
          62.08426625303399,
          76.83490462760562,
          142.74159030097502,
          -66.26803502155478,
          49.032371662975294,
          -42.46520945689337,
          90.96715112318479,
          -66.95372108007102,
          -29.744148380157696,
          -58.695454910544946,
          -58.74936410308494,
          37.26540113970869,
          71.95010007264284,
          7.232851100608942,
          25.71116616302996,
          47.51510812262646,
          152.23804211881844,
          -46.60510174393927,
          56.171215725999566,
          31.12642403400393,
          32.79481547979957,
          81.53112039369213,
          -10.519787931397667,
          55.51962096616642,
          -81.00471679593255,
          61.02767568398299,
          32.28688278667147,
          -2.2767531700274546,
          -57.36736172882147,
          55.10523924623353,
          50.43022360755494,
          -39.108149103962944,
          118.04546429614746,
          -84.34103540603519,
          -5.889607014262113,
          -4.557687346011959,
          -46.056659945617966,
          -75.57339421839622,
          -11.718624271678248,
          -58.753909362202315,
          32.79578839768487,
          -26.627766512905296,
          45.15216312491626,
          -61.23822015775387,
          -29.182692175977955,
          116.35951020404309,
          -59.88749166280907,
          32.88893506567435,
          -24.903197966158285,
          -57.987872024571814,
          -53.295879765756375,
          -64.30408078428616,
          15.20619664930375,
          -55.96481701414592,
          -41.46473786663691,
          1.3325441547521237,
          115.83008189746452,
          12.13631269881329,
          -49.884939601944666,
          -26.512472920154,
          8.221110501505365,
          -8.459884577905607,
          -24.23737076401992,
          -62.51964997709868,
          52.87887779571591,
          -53.486037232187456,
          17.005626763240215,
          13.388485714680098,
          36.44573696629875,
          -55.01076506845515,
          9.711764059700627,
          -6.409779316175197,
          1.6472281014226564,
          81.64963898122345,
          71.6026099866751,
          45.16516760813438,
          74.59964014192893,
          -6.996348941352083,
          -73.93225472629216,
          -49.5925892433319,
          -4.553616048038898,
          -70.76317964082908,
          -56.18985564949922,
          5.4739757461892955,
          -68.47122458346936,
          69.2435789713666,
          -14.61317219601462,
          58.44731334150508,
          1.0711229216135272,
          -40.534087612880306,
          20.8661461981628,
          -69.60403979723804,
          16.63624702658322,
          -46.79693840414114,
          -28.443753437196168,
          5.290719452061218,
          61.29014430647703,
          -32.19821722256075,
          84.94261586654561,
          9.745530296524453,
          15.395987787104977,
          22.446055804241457,
          82.56534249041893,
          -41.423821131462525,
          23.445444059540712,
          24.21471163963985,
          -84.69352059127495,
          11.644750818666191,
          5.427311197460958,
          83.01378489264206,
          43.38110512327103,
          15.403697178114584,
          79.19781777227006,
          -64.365052944036,
          14.227705212743253,
          36.24693266755402,
          -7.332621722234994,
          -6.55291677951471,
          -69.75240646717283,
          -23.236098476073447,
          -33.70969913364872,
          -65.17861633334017,
          15.176966679539042,
          31.72778966048409,
          -36.60015429072503,
          -62.61873184091944,
          -58.23197922197837,
          -49.36734895035395,
          8.556272595537761,
          -28.120790248019805,
          -19.408776335659052,
          -38.06356083557345,
          65.97079668654564,
          107.87759951783953,
          56.43651420865595,
          -25.478191946482283,
          8.446480365327869,
          45.92860116696017,
          35.238213078936504,
          143.0569180123023,
          12.248476458540884,
          -4.655645843708683,
          56.49069590129478,
          -42.17854757928186,
          -54.501750758031235,
          62.5450638562007,
          -79.63653381874305,
          96.19406318418035,
          -6.179679977551599,
          111.23262458254592,
          -52.793995426467646,
          35.52780722208794,
          -65.48080051109648,
          -1.469981927476022,
          129.86472868560634,
          27.002235231410296,
          -52.91742880265079,
          121.14832289039514,
          -3.9254814342947904,
          -60.616116023696506,
          -64.38257098450212,
          -55.840244817127136,
          -18.526970252073202,
          97.76069449486374,
          -19.800634516735006,
          -17.65440342473203,
          -71.03845232036038,
          -21.454299699207372,
          -23.363078831258722,
          18.746516414795845,
          69.87665062138983,
          59.619347237825465,
          55.53521004962625,
          -74.16060252819194,
          -10.375880669936599,
          -49.45501839242563,
          3.0569545161441476,
          -35.97961048456882,
          -28.56669095546336,
          70.87870407841758,
          -34.402860836315945,
          -34.56012648212718,
          98.19629915138002,
          -39.219132439112265,
          -22.879313113820697,
          85.67697930450973,
          155.71760948635003,
          -27.543566373065833,
          -4.4240947231323045,
          12.572224402630022,
          29.743066774432087,
          97.64974902702933,
          44.25368145684972,
          -27.392744644390216,
          133.42137902451958,
          -9.487698171409592,
          -39.714223053356804,
          -61.28968936341176,
          37.27600038231445,
          -20.29792856217696,
          -56.92470756208356,
          -45.322455040034505,
          2.259512895007907,
          19.374953811764705,
          -53.884542768325346,
          -5.839131048695261,
          27.109362495261745,
          -43.45270382702576,
          -50.77403688354651,
          -43.26799750386096,
          -13.005672502476624,
          -30.321723755777604,
          114.2414063849148,
          28.993545437071926,
          44.33872011495302,
          -85.04372801606132,
          2.868416285309689,
          43.913940438225794,
          -37.290631874773915,
          -72.6082484377575,
          -24.350527037112858,
          -2.2466626562372816,
          -67.3292639673336,
          5.519313986910814,
          -10.322372564739048,
          -76.9674793516443,
          23.527295471031238,
          -60.505288785360975,
          47.656461995858585,
          -18.8980622650848,
          -14.062734409199363,
          -58.47285752859299,
          -12.538669291359076,
          -63.46125360032675,
          -69.45416357623762,
          7.038942056948751,
          -39.28031564326576,
          -35.35188278729633,
          73.19251721853318,
          6.142027450144715,
          118.99093154339322,
          45.8835818153518,
          -46.9445058397055,
          45.729369239191065,
          -41.669698028590965,
          -11.234459646846457,
          -34.32606134285463,
          46.593446910949844,
          -57.15067898181661,
          16.236983425140664,
          9.340937481040886,
          -75.54105691036426,
          -40.266804224742714,
          4.660111986635508,
          78.01557924643568,
          19.38387947992447,
          44.1836444124287,
          123.10396935568055,
          -35.24278144918369,
          -27.444533062811207,
          -0.3697484561417123,
          23.26207582647326,
          -31.267377990128598,
          37.45215353742243,
          -76.10779935063823,
          -65.619043943531,
          -65.24545234061668,
          82.14629548094811,
          -62.678115590322705,
          -36.16723463059424,
          94.57319735672002,
          -78.26812078943175,
          5.0129515642551485,
          34.76883499516787,
          -81.36159337649894,
          -62.58790438351083,
          -32.385627608682945,
          100.48178504051793,
          8.357907204881405,
          -59.491025050440186,
          -16.94353364898671,
          -14.640616790051975,
          128.23606841276006,
          117.64879821011908,
          -3.102136166400208,
          16.254318931047028,
          9.484024796780993,
          -41.48776297038562,
          -28.80874420731525,
          -17.965538869442703,
          57.37089499877851,
          -44.69592611045841,
          75.71709359479615,
          -60.43588554873488,
          -46.47984418377525,
          -45.91369163971522,
          -16.96790817341189,
          4.875647208555628,
          -73.22177086539322,
          -52.65464325187196,
          95.5808727939622,
          53.64791970773827,
          -34.711553894982096,
          80.42094355873128,
          84.50635406212135,
          -40.41101344807858,
          -30.746975446213117,
          94.40043740830173,
          -49.340651925749576,
          4.2290056945315175,
          -9.07186028379621,
          -10.15395524180669,
          -38.71474708961415,
          7.202642582059388,
          21.395892247067685,
          72.03666554175003,
          45.54441684073935,
          24.72365309198567,
          -66.2161975778965,
          3.3920145236294865,
          -3.569723305936099,
          -19.65495643807005,
          -72.53804632473759,
          -14.387306069035125,
          -15.591663782171153,
          -39.96369106300923,
          -30.153332232224535,
          45.26851797920248,
          -45.83383992127349,
          -15.788281408733639,
          19.005591315530275,
          106.69441994545247,
          -18.18517410136636,
          -10.210588061571373,
          55.621914239190204,
          53.65288044488124,
          -47.627505646244174,
          -18.672704434207876,
          -59.0627839768834,
          -51.17043748220374,
          -36.845703351230746,
          -32.61955402211018,
          -26.801989438468535,
          30.277785544597855,
          -23.002607029290093,
          -15.473325749354476,
          129.84867511662878,
          8.952739265414184,
          70.25292250594052,
          -49.25697981936739,
          50.835344512213865,
          13.153694140615427,
          -44.38902024903037,
          -65.4817115696627,
          -30.974875950797223,
          59.96096047007989,
          52.48653468512422,
          -26.810620755974302,
          35.93480816793239,
          45.694609606571646,
          48.69365479344406,
          34.13703267270026,
          24.105814571845116,
          28.58779733064524,
          -69.65854764810658,
          29.03240669423004,
          -67.32404450732547,
          44.00284396493357,
          30.56599652112215,
          -48.63830215887231,
          -16.118311633290983,
          -56.16724066133545,
          -66.35095663111417,
          -16.841337878558043,
          -66.69160633694312,
          -31.92517043349922,
          -4.8006367605947435,
          -37.77299998935682,
          -0.5013850226417211,
          -3.5016442683381572,
          -36.389704174156016,
          30.440952737055106,
          -46.268269017147595,
          18.286359691652038,
          47.737142430639764,
          20.92785104801829,
          2.6465326021713067,
          -61.394312296489545,
          37.351795878642505,
          6.6358081600605985,
          80.38556080360458,
          -26.849629666545948,
          -4.712167975753276,
          -17.67843822515938,
          -27.854631967345632,
          -6.229920960865805,
          46.321610056848925,
          -11.338328438591653,
          -9.407706691643728,
          -6.690555240354256,
          -27.304399066535108,
          -51.82611151990416,
          27.750153746002685,
          -38.867528951937004,
          94.15717453557602,
          89.98553353617801,
          130.6841925813191,
          -11.483700314265757,
          70.61663652935813,
          -10.386349933326613,
          -43.46289686182921,
          -78.77861839695923,
          -44.01030138728205,
          -48.18181199263164,
          51.758720677673004,
          47.78464903763034,
          21.786901663013403,
          60.248325554843184,
          74.87654880322971,
          -67.52374527256643,
          -39.21079459262329,
          74.08664014130206,
          -38.33688816297297,
          -65.55591315214564,
          22.325166860253013,
          -28.197351752323122,
          86.42765718464271,
          39.6497132075185,
          -63.94453655683604,
          -40.25466183947182,
          -45.83379743820595,
          8.781323733010383,
          -12.126758501046078,
          -46.57292684099008,
          28.191393724622447,
          -36.895915724443846,
          92.73399169259963,
          -62.56422156311193,
          -43.77622790790273,
          24.980199947115356,
          10.303314258478899,
          -60.65953845583837,
          -20.199060323301865,
          10.08899944611748,
          2.618295758738441,
          -18.524338866358217,
          -61.88383754443376,
          -45.62227146349622,
          -36.372003306328,
          4.7145030990541255,
          23.75428646173203,
          63.48963088832147,
          -69.79465512444526,
          -12.561307187714633,
          42.825293794905555,
          -43.87312243439928,
          106.3992515281034,
          26.02610559294888,
          36.89001031155475,
          -39.735802809332675,
          -13.35266414388542,
          -60.17116033835089,
          54.45581346831056,
          50.08145909934591,
          3.9747377555063985,
          47.54781075277514,
          -13.98139013924734,
          20.213058301911563,
          -6.434377061227113,
          -27.98885263918795,
          -25.178254371110327,
          11.508630171381956,
          -1.347970847195843,
          -48.60624434646502,
          -46.88240826892543,
          103.795941967038,
          -18.398282972300642,
          74.95278348828131,
          15.389970791114576,
          -70.4767544491042,
          -22.277383369464957,
          13.225396589608891,
          99.31828731771493,
          6.262223641086138,
          -24.343701302439563,
          47.74702050691111,
          -83.80954412315592,
          -50.2722481115893,
          43.30401768266901,
          -29.124829761226387,
          17.938253170734306,
          96.3709452166369,
          -66.8130307006769,
          -66.07535033395853,
          -47.25079420734448,
          -3.8715059260305384,
          -24.606595538964516,
          -28.454815667180927,
          16.381455652338563,
          0.905407178294368,
          6.763759545277929,
          -31.570699357117068,
          -44.17394796780717,
          58.43739095866765,
          -21.288729120479285,
          -86.67227686429669,
          -37.33754913511224,
          -74.71315632938446,
          -32.2001897019547,
          -74.34696117576111,
          45.364315770104035,
          -50.52427203672883,
          -68.87702081848514,
          -52.145660381907234,
          -28.819572826749866,
          43.31827456227966,
          2.7146127232254096,
          4.615116677894352,
          -28.93740489334188,
          -49.955858656969895,
          -63.527602201156306,
          -63.97738175228798,
          -29.823762839446395,
          -62.88690025313213,
          127.57316067603986,
          -65.97200520086398,
          -56.11984950421729,
          5.53849397637172,
          49.47561824158378,
          -1.7338004598101358,
          -18.47993362976101,
          16.48218676552322,
          93.7888719572266,
          -55.94710502943525,
          61.549371003222,
          107.85344469014377,
          5.818345927373817,
          -29.747899105064427,
          -65.05508138742145,
          36.53707871517337,
          -23.485480141318895,
          101.85666560029931,
          -55.383590559578046,
          -41.829817628005685,
          -12.875331715843679,
          33.79973951176292,
          51.400465483410855,
          18.299296073061154,
          151.60812970790724,
          79.24794607049732,
          -32.7356823936096,
          4.302483219418828,
          43.22327462886067,
          -5.964765751507726,
          -50.537454801719534,
          -51.521130453877674,
          3.571217805273018,
          21.297703856031756,
          -68.43791269256276,
          48.07107501957343,
          -9.220138087635505,
          106.47794232765351,
          4.253108689679817,
          80.40853561464013,
          136.68350875252273,
          35.90230477395154,
          0.2791417353312425,
          -49.74969150111382,
          -14.572340534718728,
          12.664255457161254,
          -23.816298666993227,
          12.60639376723024,
          -68.38212620969328,
          -36.13034698448225,
          88.49844222169344,
          26.36848360443575,
          -48.44172550095402,
          -6.939687275287675,
          -1.9189591870639113,
          39.654299149541075,
          -73.3607113199257,
          28.91542826999039,
          30.355182178927823,
          -40.064878867541886,
          33.2090113845466,
          -32.358245852764014,
          -20.143951797927105,
          -45.350123490483476,
          -51.61288410253014,
          -77.01197653759637,
          54.401327380564275,
          -44.68685579729185,
          -58.57504921954824,
          20.92365979051897,
          -59.19613193388248,
          25.45000990725116,
          75.97835236386312,
          69.85323965482236,
          48.99781197363714,
          -57.00612625422544,
          116.55207844234323,
          -36.36616910314667,
          -55.18053054941721,
          57.63378716805658,
          -26.243076843436732,
          7.351499485190591,
          20.77147062298446,
          63.70121122638302,
          135.70353312058432,
          89.12176530490369,
          -4.107056356124314,
          28.00189565369349,
          69.8277600567249,
          -64.27331093017018,
          -74.11829469812537,
          45.14896734870558,
          -12.242634345919031,
          -70.84758875911315,
          -47.10852655237948,
          13.909778063210213,
          -36.557792764348456,
          73.14853848819965,
          -73.46376541375388,
          98.48226076457836,
          -67.07252109986219,
          -25.5065091940083,
          -47.18377325392356,
          -15.8670724909578,
          124.46363406893511,
          37.34393477163591,
          -28.595806740059203,
          27.835376601188955,
          53.24868386430483,
          -22.308559112011615,
          113.73042142751234,
          -43.809974880653115,
          -41.57096382006224,
          -41.355176617526254,
          24.175599841597638,
          -59.115107803687586,
          -22.182613549472006,
          -53.82401158403845,
          -1.5844193562439266,
          -42.85109274397748,
          -68.8484627155984,
          -7.606209677497777,
          54.161185360819175,
          -58.258085859767185,
          30.66095427253372,
          36.861273884309135,
          2.218690620384873,
          -55.83732336594845,
          -69.14088585812135,
          53.32747154147505,
          -54.931995885722415,
          -64.25724171635724,
          -85.70635092220022,
          2.9753643802011394,
          -60.075383866972935,
          6.953042842357256,
          -55.29019377560306,
          -49.75333842318419,
          -55.9039833270328,
          -13.411401891772327,
          -68.30708580373536,
          -49.99002305679544,
          3.528194270866278,
          -52.88782204233557,
          26.646883358808175,
          85.92166519945648,
          6.899361009268532,
          28.157658920519516,
          56.937748152824206,
          -16.015708159261735,
          76.48653530938904,
          64.27214051552019,
          -59.402120053469396,
          -60.95367740276358,
          -60.338344460814305,
          -19.429605821771908,
          -60.18116819506077,
          -50.06707864315413,
          70.98860617444628,
          -16.682019435935995,
          -53.84396576544434,
          -55.32239238282972,
          -41.24545587097245,
          153.20308520307813,
          96.87197215388153,
          -61.25177990328216,
          96.9503285370415,
          2.5924419754652916,
          -91.16196728102966,
          -59.24010482531244,
          -24.738743419113067,
          62.08426625303399,
          76.83490462760562,
          142.74159030097502,
          -66.26803502155478,
          49.032371662975294,
          -42.46520945689337,
          90.96715112318479,
          -66.95372108007102,
          -29.744148380157696,
          -58.695454910544946,
          -58.74936410308494,
          37.26540113970869,
          71.95010007264284,
          7.232851100608942,
          25.71116616302996,
          47.51510812262646,
          152.23804211881844,
          -46.60510174393927,
          56.171215725999566,
          31.12642403400393,
          32.79481547979957,
          81.53112039369213,
          -10.519787931397667,
          55.51962096616642,
          -81.00471679593255,
          61.02767568398299,
          32.28688278667147,
          -2.2767531700274546,
          -57.36736172882147,
          55.10523924623353,
          50.43022360755494,
          -39.108149103962944,
          118.04546429614746,
          -84.34103540603519,
          -5.889607014262113,
          -4.557687346011959,
          -46.056659945617966,
          -75.57339421839622,
          -11.718624271678248,
          -58.753909362202315,
          32.79578839768487,
          -26.627766512905296,
          45.15216312491626,
          -61.23822015775387,
          -29.182692175977955,
          116.35951020404309,
          -59.88749166280907,
          32.88893506567435,
          -24.903197966158285,
          -57.987872024571814,
          -53.295879765756375,
          -64.30408078428616,
          15.20619664930375,
          -55.96481701414592,
          -41.46473786663691,
          1.3325441547521237,
          115.83008189746452,
          12.13631269881329,
          -49.884939601944666,
          -26.512472920154,
          8.221110501505365,
          -8.459884577905607,
          -24.23737076401992,
          -62.51964997709868,
          52.87887779571591,
          -53.486037232187456,
          17.005626763240215,
          13.388485714680098,
          36.44573696629875,
          -55.01076506845515,
          9.711764059700627,
          -6.409779316175197,
          1.6472281014226564,
          81.64963898122345,
          71.6026099866751,
          45.16516760813438,
          74.59964014192893,
          -6.996348941352083,
          -73.93225472629216,
          -49.5925892433319,
          -4.553616048038898,
          -70.76317964082908,
          -56.18985564949922,
          5.4739757461892955,
          -68.47122458346936,
          69.2435789713666,
          -14.61317219601462,
          58.44731334150508,
          1.0711229216135272,
          -40.534087612880306,
          20.8661461981628,
          -69.60403979723804,
          16.63624702658322,
          -46.79693840414114,
          -28.443753437196168,
          5.290719452061218,
          61.29014430647703,
          -32.19821722256075,
          84.94261586654561,
          9.745530296524453,
          15.395987787104977,
          22.446055804241457,
          82.56534249041893,
          -41.423821131462525,
          23.445444059540712,
          24.21471163963985,
          -84.69352059127495,
          11.644750818666191,
          5.427311197460958,
          83.01378489264206,
          43.38110512327103,
          15.403697178114584,
          79.19781777227006,
          -64.365052944036,
          14.227705212743253,
          36.24693266755402,
          -7.332621722234994,
          -6.55291677951471,
          -69.75240646717283,
          -23.236098476073447,
          -33.70969913364872,
          -65.17861633334017,
          15.176966679539042,
          31.72778966048409,
          -36.60015429072503,
          -62.61873184091944,
          -58.23197922197837,
          -49.36734895035395,
          8.556272595537761,
          -28.120790248019805,
          -19.408776335659052,
          -38.06356083557345,
          65.97079668654564,
          107.87759951783953,
          56.43651420865595,
          -25.478191946482283,
          8.446480365327869,
          45.92860116696017,
          35.238213078936504,
          143.0569180123023,
          12.248476458540884,
          -4.655645843708683,
          56.49069590129478,
          -42.17854757928186,
          -54.501750758031235,
          62.5450638562007,
          -79.63653381874305,
          96.19406318418035,
          -6.179679977551599,
          111.23262458254592,
          -52.793995426467646,
          35.52780722208794,
          -65.48080051109648,
          -1.469981927476022,
          129.86472868560634,
          27.002235231410296,
          -52.91742880265079,
          121.14832289039514,
          -3.9254814342947904,
          -60.616116023696506,
          -64.38257098450212,
          -55.840244817127136,
          -18.526970252073202,
          97.76069449486374,
          -19.800634516735006,
          -17.65440342473203,
          -71.03845232036038,
          -21.454299699207372,
          -23.363078831258722,
          18.746516414795845,
          69.87665062138983,
          59.619347237825465,
          55.53521004962625,
          -74.16060252819194,
          -10.375880669936599,
          -49.45501839242563,
          3.0569545161441476,
          -35.97961048456882,
          -28.56669095546336,
          70.87870407841758,
          -34.402860836315945,
          -34.56012648212718,
          98.19629915138002,
          -39.219132439112265,
          -22.879313113820697,
          85.67697930450973,
          155.71760948635003,
          -27.543566373065833,
          -4.4240947231323045,
          12.572224402630022,
          29.743066774432087,
          97.64974902702933,
          44.25368145684972,
          -27.392744644390216,
          133.42137902451958,
          -9.487698171409592,
          -39.714223053356804,
          -61.28968936341176,
          37.27600038231445,
          -20.29792856217696,
          -56.92470756208356,
          -45.322455040034505,
          2.259512895007907,
          19.374953811764705,
          -53.884542768325346,
          -5.839131048695261,
          27.109362495261745,
          -43.45270382702576,
          -50.77403688354651,
          -43.26799750386096,
          -13.005672502476624,
          -30.321723755777604,
          114.2414063849148,
          28.993545437071926,
          44.33872011495302,
          -85.04372801606132,
          2.868416285309689,
          43.913940438225794,
          -37.290631874773915,
          -72.6082484377575,
          -24.350527037112858,
          -2.2466626562372816,
          -67.3292639673336,
          5.519313986910814,
          -10.322372564739048,
          -76.9674793516443,
          23.527295471031238,
          -60.505288785360975,
          47.656461995858585,
          -18.8980622650848,
          -14.062734409199363,
          -58.47285752859299,
          -12.538669291359076,
          -63.46125360032675,
          -69.45416357623762,
          7.038942056948751,
          -39.28031564326576,
          -35.35188278729633,
          73.19251721853318,
          6.142027450144715,
          118.99093154339322,
          45.8835818153518,
          -46.9445058397055,
          45.729369239191065,
          -41.669698028590965,
          -11.234459646846457,
          -34.32606134285463,
          46.593446910949844,
          -57.15067898181661,
          16.236983425140664,
          9.340937481040886,
          -75.54105691036426,
          -40.266804224742714,
          4.660111986635508,
          78.01557924643568,
          19.38387947992447,
          44.1836444124287,
          123.10396935568055,
          -35.24278144918369,
          -27.444533062811207,
          -0.3697484561417123,
          23.26207582647326,
          -31.267377990128598,
          37.45215353742243,
          -76.10779935063823,
          -65.619043943531,
          -65.24545234061668,
          82.14629548094811,
          -62.678115590322705,
          -36.16723463059424,
          94.57319735672002,
          -78.26812078943175,
          5.0129515642551485,
          34.76883499516787,
          -81.36159337649894,
          -62.58790438351083,
          -32.385627608682945,
          100.48178504051793,
          8.357907204881405,
          -59.491025050440186,
          -16.94353364898671,
          -14.640616790051975,
          128.23606841276006,
          117.64879821011908,
          -3.102136166400208,
          16.254318931047028,
          9.484024796780993,
          -41.48776297038562,
          -28.80874420731525,
          -17.965538869442703,
          57.37089499877851,
          -44.69592611045841,
          75.71709359479615,
          -60.43588554873488,
          -46.47984418377525,
          -45.91369163971522,
          -16.96790817341189,
          4.875647208555628,
          -73.22177086539322,
          -52.65464325187196,
          95.5808727939622,
          53.64791970773827,
          -34.711553894982096,
          80.42094355873128,
          84.50635406212135,
          -40.41101344807858,
          -30.746975446213117,
          94.40043740830173,
          -49.340651925749576,
          4.2290056945315175,
          -9.07186028379621,
          -10.15395524180669,
          -38.71474708961415,
          7.202642582059388,
          21.395892247067685,
          72.03666554175003,
          45.54441684073935,
          24.72365309198567,
          -66.2161975778965,
          3.3920145236294865,
          -3.569723305936099,
          -19.65495643807005,
          -72.53804632473759,
          -14.387306069035125,
          -15.591663782171153,
          -39.96369106300923,
          -30.153332232224535,
          45.26851797920248,
          -45.83383992127349,
          -15.788281408733639,
          19.005591315530275,
          106.69441994545247,
          -18.18517410136636,
          -10.210588061571373,
          55.621914239190204,
          53.65288044488124,
          -47.627505646244174,
          -18.672704434207876,
          -59.0627839768834,
          -51.17043748220374,
          -36.845703351230746,
          -32.61955402211018,
          -26.801989438468535,
          30.277785544597855,
          -23.002607029290093,
          -15.473325749354476,
          129.84867511662878,
          8.952739265414184,
          70.25292250594052,
          -49.25697981936739,
          50.835344512213865,
          13.153694140615427,
          -44.38902024903037,
          -65.4817115696627,
          -30.974875950797223,
          59.96096047007989,
          52.48653468512422,
          -26.810620755974302,
          35.93480816793239,
          45.694609606571646,
          48.69365479344406,
          34.13703267270026,
          24.105814571845116,
          28.58779733064524,
          -69.65854764810658,
          29.03240669423004,
          -67.32404450732547,
          44.00284396493357,
          30.56599652112215,
          -48.63830215887231,
          -16.118311633290983,
          -56.16724066133545,
          -66.35095663111417,
          -16.841337878558043,
          -66.69160633694312,
          -31.92517043349922,
          -4.8006367605947435,
          -37.77299998935682,
          -0.5013850226417211,
          -3.5016442683381572,
          -36.389704174156016,
          30.440952737055106,
          -46.268269017147595,
          18.286359691652038,
          47.737142430639764,
          20.92785104801829,
          2.6465326021713067,
          -61.394312296489545,
          37.351795878642505,
          6.6358081600605985,
          80.38556080360458,
          -26.849629666545948,
          -4.712167975753276,
          -17.67843822515938,
          -27.854631967345632,
          -6.229920960865805,
          46.321610056848925,
          -11.338328438591653,
          -9.407706691643728,
          -6.690555240354256,
          -27.304399066535108,
          -51.82611151990416,
          27.750153746002685,
          -38.867528951937004,
          94.15717453557602,
          89.98553353617801,
          130.6841925813191,
          -11.483700314265757,
          70.61663652935813,
          -10.386349933326613,
          -43.46289686182921,
          -78.77861839695923,
          -44.01030138728205,
          -48.18181199263164,
          51.758720677673004,
          47.78464903763034,
          21.786901663013403,
          60.248325554843184,
          74.87654880322971,
          -67.52374527256643,
          -39.21079459262329,
          74.08664014130206,
          -38.33688816297297,
          -65.55591315214564,
          22.325166860253013,
          -28.197351752323122,
          86.42765718464271,
          39.6497132075185,
          -63.94453655683604,
          -40.25466183947182,
          -45.83379743820595,
          8.781323733010383,
          -12.126758501046078,
          -46.57292684099008,
          28.191393724622447,
          -36.895915724443846,
          92.73399169259963,
          -62.56422156311193,
          -43.77622790790273,
          24.980199947115356,
          10.303314258478899,
          -60.65953845583837,
          -20.199060323301865,
          10.08899944611748,
          2.618295758738441,
          -18.524338866358217,
          -61.88383754443376,
          -45.62227146349622,
          -36.372003306328,
          4.7145030990541255,
          23.75428646173203,
          63.48963088832147,
          -69.79465512444526,
          -12.561307187714633,
          42.825293794905555,
          -43.87312243439928,
          106.3992515281034,
          26.02610559294888,
          36.89001031155475,
          -39.735802809332675,
          -13.35266414388542,
          -60.17116033835089,
          54.45581346831056,
          50.08145909934591,
          3.9747377555063985,
          47.54781075277514,
          -13.98139013924734,
          20.213058301911563,
          -6.434377061227113,
          -27.98885263918795,
          -25.178254371110327,
          11.508630171381956,
          -1.347970847195843,
          -48.60624434646502,
          -46.88240826892543,
          103.795941967038,
          -18.398282972300642,
          74.95278348828131,
          15.389970791114576,
          -70.4767544491042,
          -22.277383369464957,
          13.225396589608891,
          99.31828731771493,
          6.262223641086138,
          -24.343701302439563,
          47.74702050691111,
          -83.80954412315592,
          -50.2722481115893,
          43.30401768266901,
          -29.124829761226387,
          17.938253170734306,
          96.3709452166369,
          -66.8130307006769,
          -66.07535033395853,
          -47.25079420734448,
          -3.8715059260305384,
          -24.606595538964516,
          -28.454815667180927,
          16.381455652338563,
          0.905407178294368,
          6.763759545277929,
          -31.570699357117068,
          -44.17394796780717,
          58.43739095866765,
          -21.288729120479285,
          -86.67227686429669,
          -37.33754913511224,
          -74.71315632938446,
          -32.2001897019547,
          -74.34696117576111,
          45.364315770104035,
          -50.52427203672883,
          -68.87702081848514,
          -52.145660381907234,
          -28.819572826749866,
          43.31827456227966,
          2.7146127232254096,
          4.615116677894352,
          -28.93740489334188,
          -49.955858656969895,
          -63.527602201156306,
          -63.97738175228798,
          -29.823762839446395,
          -62.88690025313213,
          127.57316067603986,
          -65.97200520086398,
          -56.11984950421729,
          5.53849397637172,
          49.47561824158378,
          -1.7338004598101358,
          -18.47993362976101,
          16.48218676552322,
          93.7888719572266,
          -55.94710502943525,
          61.549371003222,
          107.85344469014377,
          5.818345927373817,
          -29.747899105064427,
          -65.05508138742145,
          36.53707871517337,
          -23.485480141318895,
          101.85666560029931,
          -55.383590559578046,
          -41.829817628005685,
          -12.875331715843679,
          33.79973951176292,
          51.400465483410855,
          18.299296073061154,
          151.60812970790724,
          79.24794607049732,
          -32.7356823936096,
          4.302483219418828,
          43.22327462886067,
          -5.964765751507726,
          -50.537454801719534,
          -51.521130453877674,
          3.571217805273018,
          21.297703856031756,
          -68.43791269256276,
          48.07107501957343,
          -9.220138087635505,
          106.47794232765351,
          4.253108689679817,
          80.40853561464013,
          136.68350875252273,
          35.90230477395154,
          0.2791417353312425,
          -49.74969150111382,
          -14.572340534718728,
          12.664255457161254,
          -23.816298666993227,
          12.60639376723024,
          -68.38212620969328,
          -36.13034698448225,
          88.49844222169344,
          26.36848360443575,
          -48.44172550095402,
          -6.939687275287675,
          -1.9189591870639113,
          39.654299149541075,
          -73.3607113199257,
          28.91542826999039,
          30.355182178927823,
          -40.064878867541886,
          33.2090113845466,
          -32.358245852764014,
          -20.143951797927105,
          -45.350123490483476,
          -51.61288410253014,
          -77.01197653759637,
          54.401327380564275,
          -44.68685579729185,
          -58.57504921954824,
          20.92365979051897,
          -59.19613193388248,
          25.45000990725116,
          75.97835236386312,
          69.85323965482236,
          48.99781197363714,
          -57.00612625422544,
          116.55207844234323,
          -36.36616910314667,
          -55.18053054941721,
          57.63378716805658,
          -26.243076843436732,
          7.351499485190591,
          20.77147062298446,
          63.70121122638302,
          135.70353312058432,
          89.12176530490369,
          -4.107056356124314,
          28.00189565369349,
          69.8277600567249,
          -64.27331093017018,
          -74.11829469812537,
          45.14896734870558,
          -12.242634345919031,
          -70.84758875911315,
          -47.10852655237948,
          13.909778063210213,
          -36.557792764348456,
          73.14853848819965,
          -73.46376541375388,
          98.48226076457836,
          -67.07252109986219,
          -25.5065091940083,
          -47.18377325392356,
          -15.8670724909578,
          124.46363406893511,
          37.34393477163591,
          -28.595806740059203,
          27.835376601188955,
          53.24868386430483,
          -22.308559112011615,
          113.73042142751234,
          -43.809974880653115,
          -41.57096382006224,
          -41.355176617526254,
          24.175599841597638,
          -59.115107803687586,
          -22.182613549472006,
          -53.82401158403845,
          -1.5844193562439266,
          -42.85109274397748,
          -68.8484627155984,
          -7.606209677497777,
          54.161185360819175,
          -58.258085859767185,
          30.66095427253372,
          36.861273884309135,
          2.218690620384873,
          -55.83732336594845,
          -69.14088585812135,
          53.32747154147505,
          -54.931995885722415,
          -64.25724171635724,
          -85.70635092220022,
          2.9753643802011394,
          -60.075383866972935,
          6.953042842357256,
          -55.29019377560306,
          -49.75333842318419,
          -55.9039833270328,
          -13.411401891772327,
          -68.30708580373536,
          -49.99002305679544,
          3.528194270866278,
          -52.88782204233557,
          26.646883358808175,
          85.92166519945648,
          6.899361009268532,
          28.157658920519516,
          56.937748152824206,
          -16.015708159261735,
          76.48653530938904,
          64.27214051552019,
          -59.402120053469396,
          -60.95367740276358,
          -60.338344460814305,
          -19.429605821771908,
          -60.18116819506077,
          -50.06707864315413,
          70.98860617444628,
          -16.682019435935995,
          -53.84396576544434,
          -55.32239238282972,
          -41.24545587097245,
          153.20308520307813,
          96.87197215388153,
          -61.25177990328216,
          96.9503285370415,
          2.5924419754652916,
          -91.16196728102966,
          -59.24010482531244,
          -24.738743419113067,
          62.08426625303399,
          76.83490462760562,
          142.74159030097502,
          -66.26803502155478,
          49.032371662975294,
          -42.46520945689337,
          90.96715112318479,
          -66.95372108007102,
          -29.744148380157696,
          -58.695454910544946,
          -58.74936410308494,
          37.26540113970869,
          71.95010007264284,
          7.232851100608942,
          25.71116616302996,
          47.51510812262646,
          152.23804211881844,
          -46.60510174393927,
          56.171215725999566,
          31.12642403400393,
          32.79481547979957,
          81.53112039369213,
          -10.519787931397667,
          55.51962096616642,
          -81.00471679593255,
          61.02767568398299,
          32.28688278667147,
          -2.2767531700274546,
          -57.36736172882147,
          55.10523924623353,
          50.43022360755494,
          -39.108149103962944,
          118.04546429614746,
          -84.34103540603519,
          -5.889607014262113,
          -4.557687346011959,
          -46.056659945617966,
          -75.57339421839622,
          -11.718624271678248,
          -58.753909362202315,
          32.79578839768487,
          -26.627766512905296,
          45.15216312491626,
          -61.23822015775387,
          -29.182692175977955,
          116.35951020404309,
          -59.88749166280907,
          32.88893506567435,
          -24.903197966158285,
          -57.987872024571814,
          -53.295879765756375,
          -64.30408078428616,
          15.20619664930375,
          -55.96481701414592,
          -41.46473786663691,
          1.3325441547521237,
          115.83008189746452,
          12.13631269881329,
          -49.884939601944666,
          -26.512472920154,
          8.221110501505365,
          -8.459884577905607,
          -24.23737076401992,
          -62.51964997709868,
          52.87887779571591,
          -53.486037232187456,
          17.005626763240215,
          13.388485714680098,
          36.44573696629875,
          -55.01076506845515,
          9.711764059700627,
          -6.409779316175197,
          1.6472281014226564,
          81.64963898122345,
          71.6026099866751,
          45.16516760813438,
          74.59964014192893,
          -6.996348941352083,
          -73.93225472629216,
          -49.5925892433319,
          -4.553616048038898,
          -70.76317964082908,
          -56.18985564949922,
          5.4739757461892955,
          -68.47122458346936,
          69.2435789713666,
          -14.61317219601462,
          58.44731334150508,
          1.0711229216135272,
          -40.534087612880306,
          20.8661461981628,
          -69.60403979723804,
          16.63624702658322,
          -46.79693840414114,
          -28.443753437196168,
          5.290719452061218,
          61.29014430647703,
          -32.19821722256075,
          84.94261586654561,
          9.745530296524453,
          15.395987787104977,
          22.446055804241457,
          82.56534249041893,
          -41.423821131462525,
          23.445444059540712,
          24.21471163963985,
          -84.69352059127495,
          11.644750818666191,
          5.427311197460958,
          83.01378489264206,
          43.38110512327103,
          15.403697178114584,
          79.19781777227006,
          -64.365052944036,
          14.227705212743253,
          36.24693266755402,
          -7.332621722234994,
          -6.55291677951471,
          -69.75240646717283,
          -23.236098476073447,
          -33.70969913364872,
          -65.17861633334017,
          15.176966679539042,
          31.72778966048409,
          -36.60015429072503,
          -62.61873184091944,
          -58.23197922197837,
          -49.36734895035395,
          8.556272595537761,
          -28.120790248019805,
          -19.408776335659052,
          -38.06356083557345,
          65.97079668654564,
          107.87759951783953,
          56.43651420865595,
          -25.478191946482283,
          8.446480365327869,
          45.92860116696017,
          35.238213078936504,
          143.0569180123023,
          12.248476458540884,
          -4.655645843708683,
          56.49069590129478,
          -42.17854757928186,
          -54.501750758031235,
          62.5450638562007,
          -79.63653381874305,
          96.19406318418035,
          -6.179679977551599,
          111.23262458254592,
          -52.793995426467646,
          35.52780722208794,
          -65.48080051109648,
          -1.469981927476022,
          129.86472868560634,
          27.002235231410296,
          -52.91742880265079,
          121.14832289039514,
          -3.9254814342947904,
          -60.616116023696506,
          -64.38257098450212,
          -55.840244817127136,
          -18.526970252073202,
          97.76069449486374,
          -19.800634516735006,
          -17.65440342473203,
          -71.03845232036038,
          -21.454299699207372,
          -23.363078831258722,
          18.746516414795845,
          69.87665062138983,
          59.619347237825465,
          55.53521004962625,
          -74.16060252819194,
          -10.375880669936599,
          -49.45501839242563,
          3.0569545161441476,
          -35.97961048456882,
          -28.56669095546336,
          70.87870407841758,
          -34.402860836315945,
          -34.56012648212718,
          98.19629915138002,
          -39.219132439112265,
          -22.879313113820697,
          85.67697930450973,
          155.71760948635003,
          -27.543566373065833,
          -4.4240947231323045,
          12.572224402630022,
          29.743066774432087,
          97.64974902702933,
          44.25368145684972,
          -27.392744644390216,
          133.42137902451958,
          -9.487698171409592,
          -39.714223053356804,
          -61.28968936341176,
          37.27600038231445,
          -20.29792856217696,
          -56.92470756208356,
          -45.322455040034505,
          2.259512895007907,
          19.374953811764705,
          -53.884542768325346,
          -5.839131048695261,
          27.109362495261745,
          -43.45270382702576,
          -50.77403688354651,
          -43.26799750386096,
          -13.005672502476624,
          -30.321723755777604,
          114.2414063849148,
          28.993545437071926,
          44.33872011495302,
          -85.04372801606132,
          2.868416285309689,
          43.913940438225794,
          -37.290631874773915,
          -72.6082484377575,
          -24.350527037112858,
          -2.2466626562372816,
          -67.3292639673336,
          5.519313986910814,
          -10.322372564739048,
          -76.9674793516443,
          23.527295471031238,
          -60.505288785360975,
          47.656461995858585,
          -18.8980622650848,
          -14.062734409199363,
          -58.47285752859299,
          -12.538669291359076,
          -63.46125360032675,
          -69.45416357623762,
          7.038942056948751,
          -39.28031564326576,
          -35.35188278729633,
          73.19251721853318,
          6.142027450144715,
          118.99093154339322,
          45.8835818153518,
          -46.9445058397055,
          45.729369239191065,
          -41.669698028590965,
          -11.234459646846457,
          -34.32606134285463,
          46.593446910949844,
          -57.15067898181661,
          16.236983425140664,
          9.340937481040886,
          -75.54105691036426,
          -40.266804224742714,
          4.660111986635508,
          78.01557924643568,
          19.38387947992447,
          44.1836444124287,
          123.10396935568055,
          -35.24278144918369,
          -27.444533062811207,
          -0.3697484561417123,
          23.26207582647326,
          -31.267377990128598,
          37.45215353742243,
          -76.10779935063823,
          -65.619043943531,
          -65.24545234061668,
          82.14629548094811,
          -62.678115590322705,
          -36.16723463059424,
          94.57319735672002,
          -78.26812078943175,
          5.0129515642551485,
          34.76883499516787,
          -81.36159337649894,
          -62.58790438351083,
          -32.385627608682945,
          100.48178504051793,
          8.357907204881405,
          -59.491025050440186,
          -16.94353364898671,
          -14.640616790051975,
          128.23606841276006,
          117.64879821011908,
          -3.102136166400208,
          16.254318931047028,
          9.484024796780993,
          -41.48776297038562,
          -28.80874420731525,
          -17.965538869442703,
          57.37089499877851,
          -44.69592611045841,
          75.71709359479615,
          -60.43588554873488,
          -46.47984418377525,
          -45.91369163971522,
          -16.96790817341189,
          4.875647208555628,
          -73.22177086539322,
          -52.65464325187196,
          95.5808727939622,
          53.64791970773827,
          -34.711553894982096,
          80.42094355873128,
          84.50635406212135,
          -40.41101344807858,
          -30.746975446213117,
          94.40043740830173,
          -49.340651925749576,
          4.2290056945315175,
          -9.07186028379621,
          -10.15395524180669,
          -38.71474708961415,
          7.202642582059388,
          21.395892247067685,
          72.03666554175003,
          45.54441684073935,
          24.72365309198567,
          -66.2161975778965,
          3.3920145236294865,
          -3.569723305936099,
          -19.65495643807005,
          -72.53804632473759,
          -14.387306069035125,
          -15.591663782171153,
          -39.96369106300923,
          -30.153332232224535,
          45.26851797920248,
          -45.83383992127349,
          -15.788281408733639,
          19.005591315530275,
          106.69441994545247,
          -18.18517410136636,
          -10.210588061571373,
          55.621914239190204,
          53.65288044488124,
          -47.627505646244174,
          -18.672704434207876,
          -59.0627839768834,
          -51.17043748220374,
          -36.845703351230746,
          -32.61955402211018,
          -26.801989438468535,
          30.277785544597855,
          -23.002607029290093,
          -15.473325749354476,
          129.84867511662878,
          8.952739265414184,
          70.25292250594052,
          -49.25697981936739,
          50.835344512213865,
          13.153694140615427,
          -44.38902024903037,
          -65.4817115696627,
          -30.974875950797223,
          59.96096047007989,
          52.48653468512422,
          -26.810620755974302,
          35.93480816793239,
          45.694609606571646,
          48.69365479344406,
          34.13703267270026,
          24.105814571845116,
          28.58779733064524,
          -69.65854764810658,
          29.03240669423004,
          -67.32404450732547,
          44.00284396493357,
          30.56599652112215,
          -48.63830215887231,
          -16.118311633290983,
          -56.16724066133545,
          -66.35095663111417,
          -16.841337878558043,
          -66.69160633694312,
          -31.92517043349922,
          -4.8006367605947435,
          -37.77299998935682,
          -0.5013850226417211,
          -3.5016442683381572,
          -36.389704174156016,
          30.440952737055106,
          -46.268269017147595,
          18.286359691652038,
          47.737142430639764,
          20.92785104801829,
          2.6465326021713067,
          -61.394312296489545,
          37.351795878642505,
          6.6358081600605985,
          80.38556080360458,
          -26.849629666545948,
          -4.712167975753276,
          -17.67843822515938,
          -27.854631967345632,
          -6.229920960865805,
          46.321610056848925,
          -11.338328438591653,
          -9.407706691643728,
          -6.690555240354256,
          -27.304399066535108,
          -51.82611151990416,
          27.750153746002685,
          -38.867528951937004,
          94.15717453557602,
          89.98553353617801,
          130.6841925813191,
          -11.483700314265757,
          70.61663652935813,
          -10.386349933326613,
          -43.46289686182921,
          -78.77861839695923,
          -44.01030138728205,
          -48.18181199263164,
          51.758720677673004,
          47.78464903763034,
          21.786901663013403,
          60.248325554843184,
          74.87654880322971,
          -67.52374527256643,
          -39.21079459262329,
          74.08664014130206,
          -38.33688816297297,
          -65.55591315214564,
          22.325166860253013,
          -28.197351752323122,
          86.42765718464271,
          39.6497132075185,
          -63.94453655683604,
          -40.25466183947182,
          -45.83379743820595,
          8.781323733010383,
          -12.126758501046078,
          -46.57292684099008,
          28.191393724622447,
          -36.895915724443846,
          92.73399169259963,
          -62.56422156311193,
          -43.77622790790273,
          24.980199947115356,
          10.303314258478899,
          -60.65953845583837,
          -20.199060323301865,
          10.08899944611748,
          2.618295758738441,
          -18.524338866358217,
          -61.88383754443376,
          -45.62227146349622,
          -36.372003306328,
          4.7145030990541255,
          23.75428646173203,
          63.48963088832147,
          -69.79465512444526,
          -12.561307187714633,
          42.825293794905555,
          -43.87312243439928,
          106.3992515281034,
          26.02610559294888,
          36.89001031155475,
          -39.735802809332675,
          -13.35266414388542,
          -60.17116033835089,
          54.45581346831056,
          50.08145909934591,
          3.9747377555063985,
          47.54781075277514,
          -13.98139013924734,
          20.213058301911563,
          -6.434377061227113,
          -27.98885263918795,
          -25.178254371110327,
          11.508630171381956,
          -1.347970847195843,
          -48.60624434646502,
          -46.88240826892543,
          103.795941967038,
          -18.398282972300642,
          74.95278348828131,
          15.389970791114576,
          -70.4767544491042,
          -22.277383369464957,
          13.225396589608891,
          99.31828731771493,
          6.262223641086138,
          -24.343701302439563,
          47.74702050691111,
          -83.80954412315592,
          -50.2722481115893,
          43.30401768266901,
          -29.124829761226387,
          17.938253170734306,
          96.3709452166369,
          -66.8130307006769,
          -66.07535033395853,
          -47.25079420734448,
          -3.8715059260305384,
          -24.606595538964516,
          -28.454815667180927,
          16.381455652338563,
          0.905407178294368,
          6.763759545277929,
          -31.570699357117068,
          -44.17394796780717,
          58.43739095866765,
          -21.288729120479285,
          -86.67227686429669,
          -37.33754913511224,
          -74.71315632938446,
          -32.2001897019547,
          -74.34696117576111,
          45.364315770104035,
          -50.52427203672883,
          -68.87702081848514,
          -52.145660381907234,
          -28.819572826749866,
          43.31827456227966,
          2.7146127232254096,
          4.615116677894352,
          -28.93740489334188,
          -49.955858656969895,
          -63.527602201156306,
          -63.97738175228798,
          -29.823762839446395,
          -62.88690025313213,
          127.57316067603986,
          -65.97200520086398,
          -56.11984950421729,
          5.53849397637172,
          49.47561824158378,
          -1.7338004598101358,
          -18.47993362976101,
          16.48218676552322,
          93.7888719572266,
          -55.94710502943525,
          61.549371003222,
          107.85344469014377,
          5.818345927373817,
          -29.747899105064427,
          -65.05508138742145,
          36.53707871517337,
          -23.485480141318895,
          101.85666560029931,
          -55.383590559578046,
          -41.829817628005685,
          -12.875331715843679,
          33.79973951176292,
          51.400465483410855,
          18.299296073061154,
          151.60812970790724,
          79.24794607049732,
          -32.7356823936096,
          4.302483219418828,
          43.22327462886067,
          -5.964765751507726,
          -50.537454801719534,
          -51.521130453877674,
          3.571217805273018,
          21.297703856031756,
          -68.43791269256276,
          48.07107501957343,
          -9.220138087635505,
          106.47794232765351,
          4.253108689679817,
          80.40853561464013,
          136.68350875252273,
          35.90230477395154,
          0.2791417353312425,
          -49.74969150111382,
          -14.572340534718728,
          12.664255457161254,
          -23.816298666993227,
          12.60639376723024,
          -68.38212620969328,
          -36.13034698448225,
          88.49844222169344,
          26.36848360443575,
          -48.44172550095402,
          -6.939687275287675,
          -1.9189591870639113,
          39.654299149541075,
          -73.3607113199257,
          28.91542826999039,
          30.355182178927823,
          -40.064878867541886,
          33.2090113845466,
          -32.358245852764014,
          -20.143951797927105,
          -45.350123490483476,
          -51.61288410253014,
          -77.01197653759637,
          54.401327380564275,
          -44.68685579729185,
          -58.57504921954824,
          20.92365979051897,
          -59.19613193388248,
          25.45000990725116,
          75.97835236386312,
          69.85323965482236,
          48.99781197363714,
          -57.00612625422544,
          116.55207844234323,
          -36.36616910314667,
          -55.18053054941721,
          57.63378716805658,
          -26.243076843436732,
          7.351499485190591,
          20.77147062298446,
          63.70121122638302,
          135.70353312058432,
          89.12176530490369,
          -4.107056356124314,
          28.00189565369349,
          69.8277600567249,
          -64.27331093017018,
          -74.11829469812537,
          45.14896734870558,
          -12.242634345919031,
          -70.84758875911315,
          -47.10852655237948,
          13.909778063210213,
          -36.557792764348456,
          73.14853848819965,
          -73.46376541375388,
          98.48226076457836,
          -67.07252109986219,
          -25.5065091940083,
          -47.18377325392356,
          -15.8670724909578,
          124.46363406893511,
          37.34393477163591,
          -28.595806740059203,
          27.835376601188955,
          53.24868386430483,
          -22.308559112011615,
          113.73042142751234,
          -43.809974880653115,
          -41.57096382006224,
          -41.355176617526254,
          24.175599841597638,
          -59.115107803687586,
          -22.182613549472006,
          -53.82401158403845,
          -1.5844193562439266,
          -42.85109274397748,
          -68.8484627155984,
          -7.606209677497777,
          54.161185360819175,
          -58.258085859767185,
          30.66095427253372,
          36.861273884309135,
          2.218690620384873,
          -55.83732336594845,
          -69.14088585812135,
          53.32747154147505,
          -54.931995885722415,
          -64.25724171635724,
          -85.70635092220022,
          2.9753643802011394,
          -60.075383866972935,
          6.953042842357256,
          -55.29019377560306,
          -49.75333842318419,
          -55.9039833270328,
          -13.411401891772327,
          -68.30708580373536,
          -49.99002305679544,
          3.528194270866278,
          -52.88782204233557,
          26.646883358808175,
          85.92166519945648,
          6.899361009268532,
          28.157658920519516,
          56.937748152824206,
          -16.015708159261735,
          76.48653530938904,
          64.27214051552019,
          -59.402120053469396,
          -60.95367740276358,
          -60.338344460814305,
          -19.429605821771908,
          -60.18116819506077,
          -50.06707864315413,
          70.98860617444628,
          -16.682019435935995,
          -53.84396576544434,
          -55.32239238282972,
          -41.24545587097245,
          153.20308520307813,
          96.87197215388153,
          -61.25177990328216,
          96.9503285370415,
          2.5924419754652916,
          -91.16196728102966,
          -59.24010482531244,
          -24.738743419113067,
          62.08426625303399,
          76.83490462760562,
          142.74159030097502,
          -66.26803502155478,
          49.032371662975294,
          -42.46520945689337,
          90.96715112318479,
          -66.95372108007102,
          -29.744148380157696,
          -58.695454910544946,
          -58.74936410308494,
          37.26540113970869,
          71.95010007264284,
          7.232851100608942,
          25.71116616302996,
          47.51510812262646,
          152.23804211881844,
          -46.60510174393927,
          56.171215725999566,
          31.12642403400393,
          32.79481547979957,
          81.53112039369213,
          -10.519787931397667,
          55.51962096616642,
          -81.00471679593255,
          61.02767568398299,
          32.28688278667147,
          -2.2767531700274546,
          -57.36736172882147,
          55.10523924623353,
          50.43022360755494,
          -39.108149103962944,
          118.04546429614746,
          -84.34103540603519,
          -5.889607014262113,
          -4.557687346011959,
          -46.056659945617966,
          -75.57339421839622,
          -11.718624271678248,
          -58.753909362202315,
          32.79578839768487,
          -26.627766512905296,
          45.15216312491626,
          -61.23822015775387,
          -29.182692175977955,
          116.35951020404309,
          -59.88749166280907,
          32.88893506567435,
          -24.903197966158285,
          -57.987872024571814,
          -53.295879765756375,
          -64.30408078428616,
          15.20619664930375,
          -55.96481701414592,
          -41.46473786663691,
          1.3325441547521237,
          115.83008189746452,
          12.13631269881329,
          -49.884939601944666,
          -26.512472920154,
          8.221110501505365,
          -8.459884577905607,
          -24.23737076401992,
          -62.51964997709868,
          52.87887779571591,
          -53.486037232187456,
          17.005626763240215,
          13.388485714680098,
          36.44573696629875,
          -55.01076506845515,
          9.711764059700627,
          -6.409779316175197,
          1.6472281014226564,
          81.64963898122345,
          71.6026099866751,
          45.16516760813438,
          74.59964014192893,
          -6.996348941352083,
          -73.93225472629216,
          -49.5925892433319,
          -4.553616048038898,
          -70.76317964082908,
          -56.18985564949922,
          5.4739757461892955,
          -68.47122458346936,
          69.2435789713666,
          -14.61317219601462,
          58.44731334150508,
          1.0711229216135272,
          -40.534087612880306,
          20.8661461981628,
          -69.60403979723804,
          16.63624702658322,
          -46.79693840414114,
          -28.443753437196168,
          5.290719452061218,
          61.29014430647703,
          -32.19821722256075,
          84.94261586654561,
          9.745530296524453,
          15.395987787104977,
          22.446055804241457,
          82.56534249041893,
          -41.423821131462525,
          23.445444059540712,
          24.21471163963985,
          -84.69352059127495,
          11.644750818666191,
          5.427311197460958,
          83.01378489264206,
          43.38110512327103,
          15.403697178114584,
          79.19781777227006,
          -64.365052944036,
          14.227705212743253,
          36.24693266755402,
          -7.332621722234994,
          -6.55291677951471,
          -69.75240646717283,
          -23.236098476073447,
          -33.70969913364872,
          -65.17861633334017,
          15.176966679539042,
          31.72778966048409,
          -36.60015429072503,
          -62.61873184091944,
          -58.23197922197837,
          -49.36734895035395,
          8.556272595537761,
          -28.120790248019805,
          -19.408776335659052,
          -38.06356083557345,
          65.97079668654564,
          107.87759951783953,
          56.43651420865595,
          -25.478191946482283,
          8.446480365327869,
          45.92860116696017,
          35.238213078936504,
          143.0569180123023,
          12.248476458540884,
          -4.655645843708683,
          56.49069590129478,
          -42.17854757928186,
          -54.501750758031235,
          62.5450638562007,
          -79.63653381874305,
          96.19406318418035,
          -6.179679977551599,
          111.23262458254592,
          -52.793995426467646,
          35.52780722208794,
          -65.48080051109648,
          -1.469981927476022,
          129.86472868560634,
          27.002235231410296,
          -52.91742880265079,
          121.14832289039514,
          -3.9254814342947904,
          -60.616116023696506,
          -64.38257098450212,
          -55.840244817127136,
          -18.526970252073202,
          97.76069449486374,
          -19.800634516735006,
          -17.65440342473203,
          -71.03845232036038,
          -21.454299699207372,
          -23.363078831258722,
          18.746516414795845,
          69.87665062138983,
          59.619347237825465,
          55.53521004962625,
          -74.16060252819194,
          -10.375880669936599,
          -49.45501839242563,
          3.0569545161441476,
          -35.97961048456882,
          -28.56669095546336,
          70.87870407841758,
          -34.402860836315945,
          -34.56012648212718,
          98.19629915138002,
          -39.219132439112265,
          -22.879313113820697,
          85.67697930450973,
          155.71760948635003,
          -27.543566373065833,
          -4.4240947231323045,
          12.572224402630022,
          29.743066774432087,
          97.64974902702933,
          44.25368145684972,
          -27.392744644390216,
          133.42137902451958,
          -9.487698171409592,
          -39.714223053356804,
          -61.28968936341176,
          37.27600038231445,
          -20.29792856217696,
          -56.92470756208356,
          -45.322455040034505,
          2.259512895007907,
          19.374953811764705,
          -53.884542768325346,
          -5.839131048695261,
          27.109362495261745,
          -43.45270382702576,
          -50.77403688354651,
          -43.26799750386096,
          -13.005672502476624,
          -30.321723755777604,
          114.2414063849148,
          28.993545437071926,
          44.33872011495302,
          -85.04372801606132,
          2.8684162853096913,
          43.913940438225794,
          -37.290631874773915,
          -72.6082484377575,
          -24.350527037112855,
          -2.246662656237282,
          -67.3292639673336
         ],
         "z": [
          -11.062718199561562,
          -1.0092484002373339,
          0.896205733186321,
          10.778870430078378,
          -11.032436122910658,
          11.139805988637665,
          -3.9520532324433533,
          -1.4752723172715165,
          0.9596569900768611,
          -0.8001820162743671,
          0.8030570367712558,
          11.40913720609911,
          0.5266695924000588,
          -11.04030405571533,
          -1.1151207008992898,
          12.625350203529763,
          -5.801084595702475,
          -5.522299075226893,
          13.529301980686729,
          -9.227899419937453,
          -6.417208267283496,
          11.006703167600932,
          0.05350364042424299,
          13.124155765697532,
          0.2974040390557886,
          -11.557129122170766,
          -4.420639772211373,
          1.1969255788332702,
          12.662460883091933,
          -11.025388162976041,
          12.904850355493986,
          12.595079019742508,
          10.783335260446075,
          -0.8979646067074007,
          11.568155349613189,
          0.8713386739517102,
          -4.107705132987784,
          0.20362448980157846,
          13.815955483247782,
          11.44385930749102,
          11.291073114195134,
          -4.420174252703375,
          -1.264335222589634,
          13.605190064268967,
          -4.113164998334266,
          12.87283793559836,
          13.176949727239979,
          13.592535305296416,
          1.1350413347815482,
          -3.406943614088103,
          -4.000707064992606,
          0.5820031281489786,
          11.069231216747939,
          -8.943916373482857,
          0.5885502577471979,
          -0.4841181980723871,
          13.202101753123344,
          -9.073988919746231,
          0.7537237923935327,
          1.4404633047482742,
          13.992557639678973,
          -9.017669852872805,
          -6.343141910152576,
          1.1314225376276905,
          -0.886206919159628,
          0.6719965548495365,
          -1.2000116144376816,
          -4.317287991690455,
          -5.9720288009295075,
          -5.996746336356445,
          13.401249695300638,
          -0.01102335444684999,
          1.500698345226027,
          -3.9340265497386704,
          10.913274507386234,
          10.932137012240522,
          11.188786189947587,
          -4.526497558115906,
          14.040253546255531,
          10.839541525321971,
          2.1196623195307565,
          -9.703472526642235,
          13.895296377601234,
          -6.598252685479904,
          -9.341553593820715,
          -10.089562599801182,
          -9.149983638576765,
          -4.0093409592543585,
          0.5429802778490853,
          -9.129901261122525,
          -5.8535564236266255,
          0.9403383932681599,
          -9.13908228601934,
          11.5319557804934,
          -4.120118245281891,
          1.3232627931583387,
          0.5010427949084999,
          -10.313872371149882,
          0.7239045752208175,
          -4.40939867796158,
          -8.842675008191202,
          0.7527284794440954,
          -5.8058068377903025,
          -9.242748446226017,
          -4.390217458934006,
          -1.0285380144820997,
          -6.198102908697126,
          -5.728511142136586,
          -5.109291405166336,
          -6.30389062297192,
          -9.26008479608797,
          -10.779452906731677,
          -10.954317633741983,
          12.689813480414747,
          -10.427027693914651,
          -9.250038457335686,
          -8.948113939410172,
          10.887793880964908,
          10.705289193945664,
          12.891787710353153,
          0.4377784336809669,
          1.0285615208902368,
          -8.905308225459025,
          -11.022784783667525,
          -10.958707994435978,
          -5.961647421203393,
          11.311293170463903,
          0.5975610865680275,
          1.0411217568773046,
          -4.001415159849409,
          0.3742208391196089,
          13.084053171524928,
          -3.297763250585661,
          13.51574173020204,
          10.97187189560603,
          -10.889320085903202,
          13.671294225044123,
          -0.5704788051987317,
          -3.889978251058966,
          -1.5841281035373809,
          -1.165666357747723,
          -10.926139042976581,
          0.8502078729420887,
          0.8317618475171055,
          12.463968444013481,
          -3.7286277099427614,
          -3.900589609058395,
          0.35069751002177185,
          -1.1386728892797477,
          13.351763749211198,
          0.08122770481567866,
          -6.059467448916055,
          -8.626457775472904,
          -3.997556393646593,
          0.8751678606513721,
          0.6475757139070115,
          0.5936508070872041,
          1.5480460343531035,
          -6.476214760172628,
          -1.718387061469833,
          -9.284356152266733,
          1.0288946522793068,
          10.946065357754275,
          14.14309914787729,
          13.768527014357579,
          -6.395864087120718,
          -4.07048970978101,
          -6.334223636561185,
          0.9031775663489019,
          13.174493008875524,
          13.667493961920172,
          10.68540438252448,
          12.686378755370232,
          13.3215618751368,
          -9.12886684247271,
          -5.513418560406184,
          -0.8811351495607967,
          13.820510628608753,
          -11.05789981144061,
          -1.0976672934802083,
          10.92155645283437,
          13.047648367848007,
          -9.000617785596129,
          11.399511577498416,
          -4.100923603878912,
          -6.211388780232624,
          -8.099120796729208,
          -3.8034444666681355,
          11.153748818419343,
          10.814500073679008,
          10.941983688691634,
          -9.026038608590218,
          11.053266708582438,
          1.0610762963036242,
          11.835460162328769,
          10.567934889930555,
          0.6342425071588541,
          -8.573708530988366,
          1.3124670013340856,
          -10.795470562755982,
          12.627231454890339,
          -9.02548299637021,
          13.874290212213841,
          -6.218083170806771,
          0.8392902135962867,
          -11.03512076844551,
          -1.0647171131827473,
          -3.736391748771308,
          -3.4421155201856224,
          -11.019108339841999,
          -0.9435744031478815,
          -6.1796180724225245,
          1.113178901183825,
          -8.963152572226269,
          0.43339743851637774,
          13.68593413074946,
          -10.89935528968044,
          -8.648231378990516,
          -10.895301807785767,
          0.954997969270325,
          1.0536517655652384,
          0.3583670205622509,
          12.594943269666244,
          11.351126152934196,
          -4.020105422930392,
          -3.649528241084576,
          1.3209540669824633,
          -9.141128012678983,
          -9.030395315624379,
          -1.354109462644119,
          1.0070587660421395,
          11.616998143223675,
          -4.29342427266182,
          11.36971545176314,
          13.318267559223612,
          12.997535179120192,
          -9.169567802935926,
          12.86443253331863,
          11.306793798031126,
          -4.036757050819624,
          14.054144024534349,
          -0.9870888817122672,
          -1.58539467144092,
          -10.932276294526172,
          -11.107662032277684,
          0.8593832895166805,
          -1.3531631688972017,
          0.8907068281703252,
          12.372269939487053,
          -10.306197320908606,
          0.4389106501608953,
          -3.9893226559425643,
          -1.044202830905119,
          14.070879832548137,
          -9.59859791174363,
          -10.13709218920177,
          -8.931218018868156,
          12.597448472799652,
          14.065080970912367,
          10.746308870688274,
          -10.362675592552634,
          10.72140118129797,
          12.666896563835582,
          -11.254875351315583,
          -9.507164014900894,
          -5.833364412495642,
          -6.02407461105936,
          1.312626510162646,
          12.972834224696722,
          0.8643546299687862,
          0.6973074973878591,
          1.172768791936918,
          14.014242744450454,
          -1.3462109932655208,
          -11.1526063784214,
          -4.320774532456922,
          12.914435691359394,
          -3.818327562584022,
          12.741154139584387,
          13.09839252594664,
          0.8051754990357851,
          10.875132341034039,
          1.250590667199953,
          1.1720046849489094,
          1.8896442052177307,
          0.9357835626249698,
          -8.740407267440293,
          -5.635715043765646,
          13.082373493353128,
          -3.208168782890413,
          0.3728513947869645,
          -3.874323897014234,
          -4.259545651625774,
          13.012371676244609,
          -0.3457351277367478,
          13.376302227847908,
          13.752485257617094,
          1.4840299579991836,
          -3.6571988127801087,
          -0.42053617115146513,
          1.1532919276358633,
          -3.6433467193934628,
          -1.2323208508884278,
          -6.084848078468716,
          13.125906885683593,
          10.81173902342512,
          12.309400870862286,
          -5.696694217621004,
          0.7430550708820094,
          -10.909176204483101,
          -3.2159813417625864,
          10.292737441976538,
          0.7391722029417142,
          12.669116066851295,
          10.781148812143293,
          10.974451948480061,
          -9.204224622419904,
          0.8858088611834185,
          -9.551547396129084,
          -6.337522399074567,
          11.247394639187013,
          -9.49183164118839,
          -4.805161439342474,
          -10.314522286127097,
          -3.7401905322561935,
          -0.938975400820716,
          0.8841304323190039,
          0.9365924729503422,
          -5.97439672567768,
          0.982128062260901,
          -3.706755567376048,
          -3.801857831838197,
          1.5246788371911826,
          12.616358887983358,
          -3.748244971969995,
          13.333671752186303,
          1.0541662434745112,
          13.137048359599426,
          13.847032469470896,
          1.249551411283018,
          -5.990683172051969,
          -0.8988706427116389,
          11.275806120623724,
          -6.006592607096234,
          -3.802720098139394,
          -9.391645868123877,
          1.425577874550868,
          -9.42570794257576,
          -11.033159025951438,
          -10.71445619772462,
          -8.935047410148877,
          -6.529732385736712,
          13.496132233548604,
          0.9718905360737806,
          -4.383061758966393,
          -3.955640121299624,
          10.990884312911684,
          -3.99384241726686,
          -10.993542397023862,
          10.949561287131882,
          0.8933136720003045,
          0.11976739301544291,
          10.790252194300907,
          -10.343895713394526,
          13.710790693716769,
          -4.260679228625088,
          10.75546132515752,
          1.0230205672422943,
          0.15282461021631086,
          -9.30782582969997,
          1.177184310650951,
          -5.713182393994507,
          12.35174636682949,
          0.8413088161064679,
          -6.337552980503643,
          0.34045974096333065,
          -8.732604800752373,
          11.190258751677403,
          -6.296632953475087,
          13.886010699607759,
          -1.1528897398414473,
          1.1581145221118285,
          -4.363590808067416,
          -1.0358622513204423,
          -6.295029779847914,
          1.0882884234709493,
          13.854014449547662,
          1.4911742171541489,
          -9.432744101297528,
          12.994236577078082,
          12.687729711630723,
          -4.023442004549641,
          -10.858118427958857,
          0.2249569614275463,
          -0.7284207056621976,
          13.747362047690231,
          -3.286845353413251,
          -1.2400302069497073,
          -4.067297391761118,
          -8.898432597050695,
          -10.68218404544629,
          -4.334224876354896,
          -10.617718732993419,
          13.036498345585233,
          -10.944425530583652,
          1.0154901698185599,
          -6.009963192858705,
          -1.1284001304757223,
          -0.9556693027982474,
          -8.757497213212874,
          -10.859934321330027,
          -3.109934696194999,
          -6.2152020564833865,
          -3.947886523275949,
          11.148445868340197,
          1.3011575802589226,
          -3.98730040258337,
          10.833469861537726,
          -4.316509569128927,
          -10.55155129810299,
          13.185435136096423,
          0.37702903903274143,
          1.5881955102231586,
          -10.684856944800881,
          -0.9967970919026897,
          0.8905704822497787,
          -5.716458275584057,
          -6.358374390620072,
          -9.422250728105254,
          0.6814607971833692,
          -3.7565009526481012,
          11.398015350541337,
          11.191353159670939,
          -3.306846162576223,
          -6.271063125155407,
          -8.698478234578642,
          11.052108105282143,
          11.064656478469121,
          -4.029546690588988,
          -1.2940586320825738,
          -0.7891063586881282,
          -10.817355088923694,
          -5.357958916374578,
          -10.491588833590392,
          -6.2554838218065125,
          12.78716265096078,
          -4.369627645715298,
          -11.107448532379584,
          13.625082499712601,
          10.748042829905016,
          0.5000622642846766,
          10.883623103882455,
          -11.28223784140846,
          -11.134893296401392,
          -1.281938073063502,
          -9.243121609003731,
          0.11444934402271038,
          -4.097512273719755,
          -10.848952956178174,
          1.1237566178170064,
          1.1071052250696214,
          -10.305276527685276,
          11.76997230273121,
          -5.879389923444575,
          -10.070458292233797,
          10.871370856663994,
          11.158263299802632,
          11.031686061787598,
          -0.8714592745099213,
          12.647060782827959,
          -11.207104519098563,
          -1.1401862701881713,
          -9.34685632841983,
          -10.952180496903864,
          -10.399433066819567,
          -9.03750942598704,
          1.0599181719146291,
          -5.916425098069464,
          -1.1234635794764751,
          0.6334945421547242,
          11.479331392241521,
          -3.612177193362686,
          -4.2657248343691,
          12.60468662241581,
          10.938699434812989,
          14.331447494857485,
          -5.100433951002641,
          12.761589905363001,
          -6.274167777303561,
          -1.3392031040173409,
          0.5880404435390935,
          1.1879305528924604,
          0.8040907084089728,
          1.9700401208107046,
          -4.182903182752037,
          0.20188579319326427,
          -0.6225406834366832,
          1.4532297536010275,
          13.642754091246955,
          -11.13402488667157,
          1.0533039584257406,
          -8.87678236070453,
          -10.801128934727968,
          1.0393350163063355,
          12.947292012716725,
          -9.481209681857168,
          12.731401400023325,
          -1.1190349461812283,
          1.837604316998261,
          -4.24279630760921,
          10.792703207605195,
          -4.250670835643521,
          -6.592982176448876,
          -8.722676532260339,
          -6.207978971242796,
          -0.8455501360690244,
          -8.38029186235294,
          13.136917319442391,
          -1.0014335224407007,
          0.8642831246679349,
          -6.01557079287065,
          -6.187212206018543,
          1.2538884627929954,
          -8.40964632824352,
          13.058173587833181,
          -6.194834376525825,
          0.7706862085748992,
          -3.9408216040118376,
          0.7407168500955881,
          11.513494961731606,
          -10.823942970400198,
          -4.1488691054134454,
          1.183074719513669,
          11.099518615253425,
          -1.5292615410027208,
          -4.1882173554738955,
          12.980269934179184,
          12.952338846472614,
          10.201704525390086,
          12.823303811748275,
          13.050293157129298,
          -5.841853219532763,
          -3.9237954553835785,
          -4.135676147862468,
          -10.992817236613956,
          -4.409190614273459,
          -4.334720308041096,
          1.063310684720606,
          -4.250958120229662,
          0.21936305101632375,
          -5.999321334681517,
          10.71035622618621,
          11.474767793925487,
          -0.8306638423202682,
          -9.171830847536114,
          12.57509847639206,
          -4.024120960410451,
          -11.172765391614458,
          -6.718581026535687,
          -9.273184625316341,
          11.306952346342964,
          -3.6830695105129143,
          -4.003829323103096,
          -10.917184888523908,
          -1.0302328108591525,
          -3.355797552262584,
          -6.649029326514096,
          -5.846005434079489,
          -6.302170634304718,
          10.920528532977462,
          12.758954140511996,
          11.347940183725544,
          -11.126441689018062,
          12.831183440095622,
          -6.032864946141322,
          13.84361810756084,
          0.20788655821346583,
          12.580863022769806,
          12.74077105831363,
          14.034824966360254,
          -4.376034605830369,
          0.2456974700157834,
          -6.285513183752605,
          13.459975862414227,
          -1.435820949083791,
          -9.937979139131473,
          0.8846242114274445,
          13.418500790745213,
          -9.190663391544216,
          13.960689362632284,
          11.000569106729152,
          0.9722552976962785,
          11.18859479247056,
          13.537440408823109,
          1.0726637842833406,
          -5.897380324067763,
          13.607278233965545,
          -1.2524279438907515,
          -8.996740504974978,
          0.36422738129662313,
          0.811213555624668,
          10.855235083216652,
          -4.013552452502398,
          -9.307551867968229,
          12.648349510541076,
          -8.518130006147182,
          10.836197881639862,
          11.046324511477863,
          -1.3188242604197196,
          -4.1342832147352295,
          0.8419835642651632,
          -10.870008429788216,
          0.6779201086685648,
          12.396971683180643,
          -6.505118814857607,
          -0.9239526015715184,
          -4.386393618738676,
          -9.23779971718946,
          0.7686234540025975,
          1.1336253252788406,
          -1.0349260384325951,
          0.7706497441982587,
          -5.8338677977519735,
          -1.018690852034734,
          -11.109688866396187,
          11.559712526905477,
          2.3664770410242992,
          -3.4002802978163977,
          12.900160825294181,
          1.5086815720477598,
          13.728637982128337,
          -11.046762678779324,
          -11.03437914577259,
          -8.97671393000884,
          0.9619793354254498,
          0.0764526967575131,
          -8.291060280584041,
          0.7237008017731572,
          -10.609611164947585,
          0.7031527575519503,
          13.565996971980992,
          10.65653171180822,
          1.0065428682483952,
          10.769611207796226,
          13.777001779277372,
          13.414074712497275,
          -0.8919554161438608,
          13.147817656462173,
          -10.65474616748937,
          11.448565338672838,
          0.6549493543085453,
          14.46956996626787,
          -6.052145910122896,
          12.774082321405556,
          1.0593058637181356,
          -1.021612542070687,
          1.3515030906942844,
          -5.879462839535028,
          14.0180561901412,
          10.9488859428623,
          13.42994188125393,
          -6.18303226265025,
          11.685244708615587,
          -8.89669118124977,
          11.639411546080117,
          0.2628741530434533,
          12.845418737961646,
          13.040846770554525,
          -3.9053528802804247,
          -11.136710269744166,
          12.675327711454562,
          0.8947338795308983,
          1.0108344363341215,
          -9.13900626827704,
          -9.096399281770493,
          -3.985047675780688,
          -8.966823938014851,
          -6.543239348091645,
          12.868996468090755,
          11.414822500933758,
          -4.606832392584387,
          0.8902008018237143,
          -9.087281093117433,
          -6.226637386652192,
          -5.836380554801554,
          -1.3189876993851906,
          -4.071818488238676,
          -4.004885062520766,
          0.6718859208625987,
          -1.2108850169560268,
          -6.299812729112609,
          13.463363028111338,
          -8.212173537548528,
          0.6923503619568157,
          -10.462406301624863,
          0.9700631693826368,
          -10.919430017011576,
          -10.744092140324923,
          -6.034829412815203,
          -3.788192956968997,
          0.7844216961078212,
          -6.209816164267491,
          -9.511812337292668,
          1.0121487451857214,
          -5.755076991839059,
          13.120194366466016,
          12.720589828743853,
          -0.7067773706739566,
          -11.227678055763858,
          -6.182552762863892,
          11.225692544588684,
          10.46837741267424,
          11.207510323323168,
          10.763424481036454,
          -6.049709145370242,
          0.9194255159885266,
          -11.035140126811918,
          12.597510802016142,
          10.967183070422085,
          -3.7254003775378353,
          -10.964988390517552,
          0.2331871026142863,
          0.9468511046622327,
          -4.103931873747116,
          1.7445069536416462,
          13.701040540348066,
          -11.077376298529359,
          13.731713586585625,
          -11.13317849047799,
          0.4449038569540055,
          0.7021885289646231,
          13.29677551002344,
          0.06807044873352928,
          11.105229414785896,
          -3.9487865000841564,
          -1.2279974058893892,
          12.837203319474716,
          -4.080585244860276,
          13.711402059082094,
          1.1477011201912977,
          -3.5618696108525447,
          -5.177140828223177,
          -9.137125420250554,
          12.835666710058046,
          -6.10287478385406,
          -10.72574338334977,
          -6.092844401324632,
          11.151567895845512,
          -11.340445922426047,
          -9.288224899859223,
          -11.117913740715823,
          1.0848381959004578,
          0.1381585449017912,
          -6.568617507934175,
          1.429603164717187,
          -4.333212284434687,
          -6.135514705996001,
          -5.843869538875758,
          -4.293289418596826,
          0.8061631699784934,
          -0.8239390044410744,
          -5.143955502078847,
          13.519309557056413,
          -0.9829095921950036,
          -1.1541876118077985,
          11.19637068880363,
          -3.186606021809746,
          14.03647669676231,
          -10.828593118449737,
          -8.866557478144125,
          10.904157814746194,
          -6.6508646703277305,
          -1.2590016250410292,
          -4.325728870592327,
          1.2511884526821708,
          -9.187644539655963,
          0.9977120644846533,
          -4.168801825887793,
          -6.447327117767049,
          -4.235605747149144,
          -3.9604454417844317,
          -9.091759498753033,
          0.7646310614361286,
          12.793028306205555,
          11.892482356256021,
          -8.562641974225965,
          -4.447191739252759,
          0.9366947009265246,
          0.7684589008816509,
          11.0129179514369,
          -1.0453156934977486,
          -0.23559566616288777,
          -6.4726327206906085,
          -9.158336276864228,
          -10.998098178409558,
          13.474054141945164,
          13.13133236990487,
          13.580662862255041,
          11.110837806609144,
          -5.862680684526294,
          13.778208570750321,
          -10.616740569993269,
          12.794657551341057,
          -9.123432395164022,
          12.914365016750923,
          -1.1693566935088633,
          -6.4660871145465375,
          0.895971565894855,
          0.4029698937083814,
          -1.0086127740455895,
          -6.125770558418292,
          -8.487360734064987,
          12.89718519686221,
          -9.332402633403632,
          -9.055033245038588,
          -9.979491178161322,
          -11.085587030153306,
          -8.904927940211527,
          1.5353100373882598,
          13.735491851649941,
          -11.001115793212998,
          -11.019109155592387,
          -9.185588733229148,
          -6.102916266019882,
          -9.238900409962357,
          0.6195600089095961,
          -4.130941693241478,
          -10.975864156199615,
          -1.3043600339432577,
          0.7852398067080215,
          1.9845589570588917,
          13.454049563199774,
          13.932953829497313,
          0.8585096801512985,
          -5.304590994508572,
          -6.013467613924136,
          -1.4933547413516672,
          1.0205692280918421,
          11.106008014086493,
          -0.6310799992236718,
          13.680314786475153,
          -0.9923044029805212,
          1.128701920033445,
          -10.321436865627847,
          -8.713380263405552,
          -10.98442414069397,
          0.5778000188139483,
          -3.866234126729736,
          -1.2245239988888064,
          -0.5745221708658624,
          -4.1679685097824715,
          11.581598533292809,
          -4.072168062019575,
          -4.63988263192949,
          13.435316255257938,
          1.001201610695321,
          -6.3622987115965985,
          -6.065004133831262,
          11.02154399582219,
          -1.476317303233403,
          -4.362077392274541,
          -9.23502251407167,
          11.107779803416244,
          -5.946095844219517,
          11.049224100138806,
          -10.500887872052807,
          11.178860828340502,
          13.26959479108165,
          -3.387768965052136,
          0.5419685458145286,
          13.417872593246376,
          -6.121393996960246,
          1.077436872396295,
          -11.20373322967855,
          11.35733143836058,
          -3.7358999954783485,
          -4.400791855813467,
          0.3936319239978132,
          -4.062640826746276,
          -5.868279707658656,
          -5.580669445121442,
          0.9995432678186013,
          -0.916016184029683,
          10.742504271639897,
          -9.127699087731898,
          -4.081420803370101,
          11.35735958269279,
          -4.209750885681732,
          -10.656622626553826,
          14.059889861531587,
          -9.986513024283921,
          -0.6471260911055562,
          1.0620855209808244,
          -1.2786699158715078,
          -1.494383633538806,
          12.782025933816438,
          12.625713445524507,
          -4.4325420937595545,
          -10.703176938776643,
          13.749944403338347,
          -0.9370861236564189,
          -10.233616473628002,
          1.0482061096347508,
          -1.1195418234171768,
          10.435949453521449,
          -8.274753018982224,
          -6.118018062864594,
          0.8314687963800531,
          -8.933584489559422,
          11.192622360487855,
          13.865614409981502,
          -8.707957539241535,
          -9.462146811406658,
          -9.008325452136212,
          11.151683166250692,
          -3.9689949925770307,
          -0.8283563030164072,
          0.09244695894724161,
          -5.703707116129172,
          10.83380326236897,
          -8.730295479173277,
          -8.992965354966776,
          0.8912589178945899,
          13.562628870262568,
          -10.587287319908324,
          0.7131472039042638,
          -4.399695201412969,
          -0.5499930183811108,
          10.886018857869255,
          -1.0029506037783635,
          0.1571360027615543,
          12.777170414128378,
          -5.939952576290955,
          -10.878338396686388,
          -0.7676858334940454,
          0.7844085656094254,
          -4.128511393146219,
          13.323121146506157,
          -5.433814930937951,
          0.7912588803566125,
          -8.47017946994422,
          -10.834693966962945,
          11.314503408130184,
          -11.163056109452812,
          -11.026947511162852,
          0.19476859718351855,
          1.1667266577033975,
          -3.7515901725311167,
          -4.115744204680522,
          1.1931012110075254,
          -10.94226564027786,
          13.442736150897476,
          0.578634527141266,
          0.7311109768110944,
          -1.3816502126360917,
          -1.0246484516500152,
          11.193876705446238,
          -4.127702425347171,
          -6.585539527646339,
          -3.6095701963429,
          11.190114418797592,
          -8.850540128066166,
          -10.773665521429017,
          0.8393732356833358,
          0.6433525638985321,
          13.437020739599786,
          -3.392599645261183,
          0.9829305650745835,
          -11.098521215756579,
          -8.878778110084097,
          12.258210033232347,
          -4.1221960827483946,
          11.560073104883967,
          -6.445695652724818,
          -0.8791947111302749,
          0.7438094783673324,
          -1.131689216311295,
          10.900644621972083,
          -11.343429537338908,
          -11.213389036070204,
          0.7807119713613673,
          -9.333642572514862,
          0.5253006529100895,
          -4.182593950705559,
          -10.677157243583256,
          -11.073728290955241,
          -4.163757751921087,
          -5.697958868495302,
          -4.181711280841589,
          12.532180004347522,
          0.7965095381076863,
          -1.1164442024373198,
          -1.307729723075413,
          0.5556820680772668,
          -0.8630168194023836,
          -4.194313664233258,
          10.912515440465002,
          11.003204971416064,
          -6.175292391479088,
          -6.0609242458383354,
          1.176453413425493,
          -9.263502565139031,
          11.064357100921415,
          13.129943212436356,
          -6.006650258660089,
          -9.04835325463486,
          -9.086314772011999,
          10.815300221713496,
          14.18009659338974,
          -9.40877908502681,
          -9.291193915562353,
          -5.786569360657705,
          13.84482373162237,
          -5.844223487194281,
          10.964522839409183,
          -6.120348658337801,
          13.845699271764996,
          0.4831551278506587,
          11.429938788008313,
          1.0846828307487728,
          13.447190876199203,
          -11.111553106522091,
          -4.102676548730662,
          -11.021983242535695,
          0.4478888697457159,
          -8.177307379366107,
          0.9879397780217253,
          13.099240563614758,
          -5.671001441950739,
          -9.045032025968977,
          11.165862448927603,
          13.621997017999545,
          -2.7029818462146205,
          1.5052581594504402,
          -6.501122455968136,
          0.5499870145901657,
          11.214156623842396,
          -3.936285887244097,
          12.663684797885008,
          -1.2737511588331016,
          -11.26274603525969,
          0.6554990050877787,
          0.9217161516122688,
          -5.65044905966228,
          0.3492126429732363,
          1.5007505718091219,
          1.2659747918620032,
          13.976803839491232,
          14.240004237356509,
          -5.903746132935262,
          1.5118638103889703,
          -11.06160852508881,
          0.3386725604048927,
          -1.1863629949441201,
          10.520558313579496,
          13.580033451202333,
          -11.475544245895032,
          -9.19679687684739,
          -10.35718929908598,
          11.156299978878414,
          -1.1550222446404241,
          0.9898092300259761,
          0.5773023410833987,
          -0.9029596874345741,
          -9.148267753053775,
          -3.7457593996044993,
          11.578829925019068,
          0.7673716175476207,
          -8.870644716914011,
          -9.061243878849323,
          -8.938594824340392,
          -11.343773456063651,
          1.1660788907481714,
          12.446989217840729,
          -3.692989773800052,
          -4.307171062254604,
          -9.613344632935455,
          11.06055350811617,
          -6.270604506087587,
          -8.78241005145591,
          -10.669610001083187,
          13.759231439258896,
          -10.504819600067192,
          -10.954111591845189,
          1.2049971365405183,
          -1.2937446587184889,
          -11.041005855610113,
          0.7053579443655985,
          -0.9147600099975759,
          0.6829614833943698,
          0.8808006603545785,
          -10.49110286018297,
          14.309208363965553,
          1.0132182958940423,
          -3.9940371329868563,
          -10.869636151488542,
          14.006550890492928,
          0.9535103582373792,
          -6.57537210295313,
          -5.671397124417612,
          -1.1226267523475233,
          12.562300981538392,
          10.369811597848535,
          13.062510293951686,
          -10.660277835483742,
          13.849717802703557,
          0.5556100746361747,
          11.605987825923867,
          -11.053036230391372,
          12.90686389382201,
          -10.86356785027966,
          1.1386443637624073,
          1.7688282031111169,
          -0.6300989137434555,
          -9.002984484519839,
          10.976819023484948,
          -5.5806438380384895,
          13.431253590839829,
          1.2249459513108096,
          12.618476728655489,
          -1.1455652662386215,
          -11.30794617616951,
          -0.8936063635076188,
          -4.255223509518468,
          12.793087375581262,
          -4.202031231103534,
          -11.034219212794342,
          10.497101809922132,
          -6.221382911119212,
          0.5110666783412137,
          1.2525990213528977,
          -6.132449415572596,
          1.10309629860687,
          -4.071518353345712,
          -11.063891891206246,
          10.872850493637316,
          -11.020614558282096,
          0.7574725077513562,
          -4.076718313953364,
          13.054554339651183,
          0.4325599586674506,
          -5.898285065343519,
          10.901856508681218,
          -10.972746867126979,
          10.978224058868648,
          -10.904049005478546,
          -9.161152946209196,
          -8.668352977417628,
          0.7784553431019322,
          -6.52073470736195,
          -4.300374437744269,
          -1.2887395478504258,
          -4.186537414891443,
          -0.06968325463207131,
          0.43900923276824994,
          -0.7283981950319505,
          0.8031556341257344,
          1.015549393166001,
          -10.022979211556992,
          -10.137339191157805,
          0.1905367620396686,
          10.960856249752155,
          -8.994005354013547,
          -4.0557735535100425,
          -10.97312233032951,
          -9.180347998303791,
          -5.249677746055246,
          11.070601339552503,
          -9.758063369579993,
          -11.033008155479004,
          -11.229013728122604,
          14.456013160682113,
          13.876037138362983,
          12.794045891860282,
          -5.2759305802066265,
          -10.753376471707094,
          12.299332085542604,
          -9.175351210978063,
          -5.879436333899216,
          -10.347481675619834,
          1.3556388205281769,
          14.363926115543553,
          -4.211314417801276,
          11.628346718602248,
          -9.213314940532033,
          -3.585360947484033,
          -9.253041414316035,
          -10.871108222303736,
          12.879722512621393,
          12.830981954276597,
          -5.752700029584445,
          -10.338963765659198,
          -6.005110563118159,
          -5.670782209939883,
          11.107299658704125,
          1.4906120496288109,
          -4.451315769806545,
          13.611435559042993,
          13.75099013168913,
          -5.767238019058378,
          -8.198059867132478,
          13.320712716968682,
          0.8842859288667988,
          12.706872173741969,
          -0.5779208345632166,
          0.4455494831331665,
          -11.143333555862975,
          -1.0089458438604526,
          -10.397749682436006,
          -10.421475932038621,
          -4.426262494792411,
          1.6066719976006272,
          0.6201554162199553,
          10.943372256504409,
          -9.271547932605285,
          -4.101330691849187,
          0.8508879072770688,
          -3.7967874564207746,
          -1.1956800630258935,
          -3.5605052478680284,
          0.7075772681669779,
          -5.776253234395733,
          0.9876549727994018,
          0.8324118981340393,
          14.250395380244541,
          -6.080984392075398,
          -8.72570278522122,
          -4.105724885324839,
          -9.175537222863529,
          -0.9908359592884514,
          -9.26245452865582,
          -4.1753355093537925,
          13.152205641646772,
          -1.1006546231106327,
          0.4548159802458657,
          -10.32065838758809,
          13.494277248039273,
          -9.27964043448506,
          -1.4880498366156951,
          -10.715058337655293,
          -10.878032443485539,
          11.012945328657635,
          -9.511949598920147,
          1.5348264316673395,
          -11.09164289671872,
          -11.106225008930027,
          13.491834766939396,
          -9.115950589741017,
          12.525350657966397,
          -10.945714256515087,
          -4.0988966821484585,
          -6.176935803411139,
          -8.533880954769835,
          -5.225059823032652,
          0.7528339698446193,
          13.98875362504165,
          13.235194046152305,
          -1.277217689786359,
          1.033065407656665,
          10.63179189277351,
          -1.1656522966257623,
          -6.1675246688305645,
          -3.648374212361124,
          10.962519737706975,
          0.8931848086535276,
          -6.2401763402511055,
          11.134064099702616,
          13.40807106266701,
          11.146902564883822,
          13.570399806204545,
          -1.0803595711919995,
          -6.000661098153676,
          -8.950605725472133,
          -1.0882169415359175,
          13.429619569890468,
          -5.688804573228635,
          -4.131261182701314,
          11.60287441892821,
          1.3597957140823353,
          1.2224930154638418,
          -9.137542676466099,
          0.8364313591052743,
          -1.0544514315395344,
          13.686626980024162,
          13.695294133624863,
          -6.554650520826815,
          -5.932937688130539,
          -9.030137561239947,
          -5.238524419669631,
          -11.016067397783205,
          -6.104609257554732,
          0.9316067592640113,
          0.7189718097605716,
          0.5367451233375781,
          -5.660510576937007,
          -0.929502866808435,
          0.5496980207696383,
          11.006557061084148,
          13.339950386953292,
          -9.361638213261765,
          -11.130628033725092,
          0.6713306188480054,
          0.6693996693032047,
          -11.358449062555142,
          -1.0049268890087797,
          -1.3612159756980782,
          -10.958206064215556,
          -5.86102361633929,
          -6.372396226362676,
          -11.015303686467428,
          12.605336940539763,
          -0.43947352452685623,
          1.160418610309578,
          1.502435180408814,
          -9.181047535293555,
          -4.0137487302511605,
          0.8502460196113103,
          -0.8966360313782215,
          1.2274640059633268,
          -9.081067289984425,
          -3.9957378702831243,
          13.762371087471719,
          0.8945507955629276,
          -6.044770838511377,
          13.722471354717987,
          12.736325001152506,
          -3.1781379944962733,
          -1.0228973168228173,
          -9.880065259520718,
          -1.0795814460302966,
          -4.125956502708136,
          -1.220162330338529,
          -5.82131694712393,
          11.870353556425142,
          -10.957934756514348,
          -6.18894128082122,
          -3.1446129284649884,
          11.304243041104682,
          11.047174129207434,
          -9.248727353980483,
          13.136045035570428,
          13.301723233069353,
          -0.41389205191302736,
          -11.126906871272709,
          -4.2696216344932845,
          -6.1851274183212634,
          -11.059450946984803,
          -9.019536785000954,
          0.5767456466524891,
          11.702288706541571,
          13.620675216882288,
          -5.788312509435913,
          10.685589083373555,
          10.983999365511814,
          12.416283739063237,
          -11.202897974737215,
          13.18492749853448,
          -4.3788216427351365,
          -5.802790216151606,
          -9.294674645895467,
          -9.076262897906108,
          1.0856016606562842,
          10.933437091894495,
          -4.354470734934961,
          -5.29270633779501,
          14.311216902650948,
          -4.636024323339247,
          -0.9557728593700898,
          -10.902320979901056,
          13.255277159309355,
          1.85494413281662,
          0.8323389705679176,
          -3.8780613999295377,
          -2.84524392919229,
          -10.998263522088306,
          -1.3465394037630314,
          10.890886921021977,
          13.601892037822061,
          -4.296306825664764,
          -11.24328152161884,
          13.23641496879606,
          13.113622428261277,
          -4.042775871330929,
          -1.1879844501072767,
          -1.2788284114697634,
          13.705718382967822,
          12.493061370148759,
          1.00125314080462,
          -11.156653208645865,
          -1.0867479105306215,
          10.575209365106376,
          -10.175503503870177,
          -3.7097901903864696,
          0.5697824568767683,
          12.561259270671988,
          0.42504785478339413,
          1.1974848575783705,
          -9.21160298492972,
          -6.179498998542538,
          11.246776564776512,
          1.4821757655064303,
          -6.389537610622243,
          -0.7067773706739566,
          -11.227678055763858,
          -6.182552762863892,
          11.225692544588684,
          10.46837741267424,
          11.207510323323168,
          10.763424481036454,
          -6.049709145370242,
          0.9194255159885266,
          -11.035140126811918,
          12.597510802016142,
          10.967183070422085,
          -3.7254003775378353,
          -10.964988390517552,
          0.2331871026142863,
          0.9468511046622327,
          -4.103931873747116,
          1.7445069536416462,
          13.701040540348066,
          -11.077376298529359,
          13.731713586585625,
          -11.13317849047799,
          0.4449038569540055,
          0.7021885289646231,
          13.29677551002344,
          0.06807044873352928,
          11.105229414785896,
          -3.9487865000841564,
          -1.2279974058893892,
          12.837203319474716,
          -4.080585244860276,
          13.711402059082094,
          1.1477011201912977,
          -3.5618696108525447,
          -5.177140828223177,
          -9.137125420250554,
          12.835666710058046,
          -6.10287478385406,
          -10.72574338334977,
          -6.092844401324632,
          11.151567895845512,
          -11.340445922426047,
          -9.288224899859223,
          -11.117913740715823,
          1.0848381959004578,
          0.1381585449017912,
          -6.568617507934175,
          1.429603164717187,
          -4.333212284434687,
          -6.135514705996001,
          -5.843869538875758,
          -4.293289418596826,
          0.8061631699784934,
          -0.8239390044410744,
          -5.143955502078847,
          13.519309557056413,
          -0.9829095921950036,
          -1.1541876118077985,
          11.19637068880363,
          -3.186606021809746,
          14.03647669676231,
          -10.828593118449737,
          -8.866557478144125,
          10.904157814746194,
          -6.6508646703277305,
          -1.2590016250410292,
          -4.325728870592327,
          1.2511884526821708,
          -9.187644539655963,
          0.9977120644846533,
          -4.168801825887793,
          -6.447327117767049,
          -4.235605747149144,
          -3.9604454417844317,
          -9.091759498753033,
          0.7646310614361286,
          12.793028306205555,
          11.892482356256021,
          -8.562641974225965,
          -4.447191739252759,
          0.9366947009265246,
          0.7684589008816509,
          11.0129179514369,
          -1.0453156934977486,
          -0.23559566616288777,
          -6.4726327206906085,
          -9.158336276864228,
          -10.998098178409558,
          13.474054141945164,
          13.13133236990487,
          13.580662862255041,
          11.110837806609144,
          -5.862680684526294,
          13.778208570750321,
          -10.616740569993269,
          12.794657551341057,
          -9.123432395164022,
          12.914365016750923,
          -1.1693566935088633,
          -6.4660871145465375,
          0.895971565894855,
          0.4029698937083814,
          -1.0086127740455895,
          -6.125770558418292,
          -8.487360734064987,
          12.89718519686221,
          -9.332402633403632,
          -9.055033245038588,
          -9.979491178161322,
          -11.085587030153306,
          -8.904927940211527,
          1.5353100373882598,
          13.735491851649941,
          -11.001115793212998,
          -11.019109155592387,
          -9.185588733229148,
          -6.102916266019882,
          -9.238900409962357,
          0.6195600089095961,
          -4.130941693241478,
          -10.975864156199615,
          -1.3043600339432577,
          0.7852398067080215,
          1.9845589570588917,
          13.454049563199774,
          13.932953829497313,
          0.8585096801512985,
          -5.304590994508572,
          -6.013467613924136,
          -1.4933547413516672,
          1.0205692280918421,
          11.106008014086493,
          -0.6310799992236718,
          13.680314786475153,
          -0.9923044029805212,
          1.128701920033445,
          -10.321436865627847,
          -8.713380263405552,
          -10.98442414069397,
          0.5778000188139483,
          -3.866234126729736,
          -1.2245239988888064,
          -0.5745221708658624,
          -4.1679685097824715,
          11.581598533292809,
          -4.072168062019575,
          -4.63988263192949,
          13.435316255257938,
          1.001201610695321,
          -6.3622987115965985,
          -6.065004133831262,
          11.02154399582219,
          -1.476317303233403,
          -4.362077392274541,
          -9.23502251407167,
          11.107779803416244,
          -5.946095844219517,
          11.049224100138806,
          -10.500887872052807,
          11.178860828340502,
          13.26959479108165,
          -3.387768965052136,
          0.5419685458145286,
          13.417872593246376,
          -6.121393996960246,
          1.077436872396295,
          -11.20373322967855,
          11.35733143836058,
          -3.7358999954783485,
          -4.400791855813467,
          0.3936319239978132,
          -4.062640826746276,
          -5.868279707658656,
          -5.580669445121442,
          0.9995432678186013,
          -0.916016184029683,
          10.742504271639897,
          -9.127699087731898,
          -4.081420803370101,
          11.35735958269279,
          -4.209750885681732,
          -10.656622626553826,
          14.059889861531587,
          -9.986513024283921,
          -0.6471260911055562,
          1.0620855209808244,
          -1.2786699158715078,
          -1.494383633538806,
          12.782025933816438,
          12.625713445524507,
          -4.4325420937595545,
          -10.703176938776643,
          13.749944403338347,
          -0.9370861236564189,
          -10.233616473628002,
          1.0482061096347508,
          -1.1195418234171768,
          10.435949453521449,
          -8.274753018982224,
          -6.118018062864594,
          0.8314687963800531,
          -8.933584489559422,
          11.192622360487855,
          13.865614409981502,
          -8.707957539241535,
          -9.462146811406658,
          -9.008325452136212,
          11.151683166250692,
          -3.9689949925770307,
          -0.8283563030164072,
          0.09244695894724161,
          -5.703707116129172,
          10.83380326236897,
          -8.730295479173277,
          -8.992965354966776,
          0.8912589178945899,
          13.562628870262568,
          -10.587287319908324,
          0.7131472039042638,
          -4.399695201412969,
          -0.5499930183811108,
          10.886018857869255,
          -1.0029506037783635,
          0.1571360027615543,
          12.777170414128378,
          -5.939952576290955,
          -10.878338396686388,
          -0.7676858334940454,
          0.7844085656094254,
          -4.128511393146219,
          13.323121146506157,
          -5.433814930937951,
          0.7912588803566125,
          -8.47017946994422,
          -10.834693966962945,
          11.314503408130184,
          -11.163056109452812,
          -11.026947511162852,
          0.19476859718351855,
          1.1667266577033975,
          -3.7515901725311167,
          -4.115744204680522,
          1.1931012110075254,
          -10.94226564027786,
          13.442736150897476,
          0.578634527141266,
          0.7311109768110944,
          -1.3816502126360917,
          -1.0246484516500152,
          11.193876705446238,
          -4.127702425347171,
          -6.585539527646339,
          -3.6095701963429,
          11.190114418797592,
          -8.850540128066166,
          -10.773665521429017,
          0.8393732356833358,
          0.6433525638985321,
          13.437020739599786,
          -3.392599645261183,
          0.9829305650745835,
          -11.098521215756579,
          -8.878778110084097,
          12.258210033232347,
          -4.1221960827483946,
          11.560073104883967,
          -6.445695652724818,
          -0.8791947111302749,
          0.7438094783673324,
          -1.131689216311295,
          10.900644621972083,
          -11.343429537338908,
          -11.213389036070204,
          0.7807119713613673,
          -9.333642572514862,
          0.5253006529100895,
          -4.182593950705559,
          -10.677157243583256,
          -11.073728290955241,
          -4.163757751921087,
          -5.697958868495302,
          -4.181711280841589,
          12.532180004347522,
          0.7965095381076863,
          -1.1164442024373198,
          -1.307729723075413,
          0.5556820680772668,
          -0.8630168194023836,
          -4.194313664233258,
          10.912515440465002,
          11.003204971416064,
          -6.175292391479088,
          -6.0609242458383354,
          1.176453413425493,
          -9.263502565139031,
          11.064357100921415,
          13.129943212436356,
          -6.006650258660089,
          -9.04835325463486,
          -9.086314772011999,
          10.815300221713496,
          14.18009659338974,
          -9.40877908502681,
          -9.291193915562353,
          -5.786569360657705,
          13.84482373162237,
          -5.844223487194281,
          10.964522839409183,
          -6.120348658337801,
          13.845699271764996,
          0.4831551278506587,
          11.429938788008313,
          1.0846828307487728,
          13.447190876199203,
          -11.111553106522091,
          -4.102676548730662,
          -11.021983242535695,
          0.4478888697457159,
          -8.177307379366107,
          0.9879397780217253,
          13.099240563614758,
          -5.671001441950739,
          -9.045032025968977,
          11.165862448927603,
          13.621997017999545,
          -2.7029818462146205,
          1.5052581594504402,
          -6.501122455968136,
          0.5499870145901657,
          11.214156623842396,
          -3.936285887244097,
          12.663684797885008,
          -1.2737511588331016,
          -11.26274603525969,
          0.6554990050877787,
          0.9217161516122688,
          -5.65044905966228,
          0.3492126429732363,
          1.5007505718091219,
          1.2659747918620032,
          13.976803839491232,
          14.240004237356509,
          -5.903746132935262,
          1.5118638103889703,
          -11.06160852508881,
          0.3386725604048927,
          -1.1863629949441201,
          10.520558313579496,
          13.580033451202333,
          -11.475544245895032,
          -9.19679687684739,
          -10.35718929908598,
          11.156299978878414,
          -1.1550222446404241,
          0.9898092300259761,
          0.5773023410833987,
          -0.9029596874345741,
          -9.148267753053775,
          -3.7457593996044993,
          11.578829925019068,
          0.7673716175476207,
          -8.870644716914011,
          -9.061243878849323,
          -8.938594824340392,
          -11.343773456063651,
          1.1660788907481714,
          12.446989217840729,
          -3.692989773800052,
          -4.307171062254604,
          -9.613344632935455,
          11.06055350811617,
          -6.270604506087587,
          -8.78241005145591,
          -10.669610001083187,
          13.759231439258896,
          -10.504819600067192,
          -10.954111591845189,
          1.2049971365405183,
          -1.2937446587184889,
          -11.041005855610113,
          0.7053579443655985,
          -0.9147600099975759,
          0.6829614833943698,
          0.8808006603545785,
          -10.49110286018297,
          14.309208363965553,
          1.0132182958940423,
          -3.9940371329868563,
          -10.869636151488542,
          14.006550890492928,
          0.9535103582373792,
          -6.57537210295313,
          -5.671397124417612,
          -1.1226267523475233,
          12.562300981538392,
          10.369811597848535,
          13.062510293951686,
          -10.660277835483742,
          13.849717802703557,
          0.5556100746361747,
          11.605987825923867,
          -11.053036230391372,
          12.90686389382201,
          -10.86356785027966,
          1.1386443637624073,
          1.7688282031111169,
          -0.6300989137434555,
          -9.002984484519839,
          10.976819023484948,
          -5.5806438380384895,
          13.431253590839829,
          1.2249459513108096,
          12.618476728655489,
          -1.1455652662386215,
          -11.30794617616951,
          -0.8936063635076188,
          -4.255223509518468,
          12.793087375581262,
          -4.202031231103534,
          -11.034219212794342,
          10.497101809922132,
          -6.221382911119212,
          0.5110666783412137,
          1.2525990213528977,
          -6.132449415572596,
          1.10309629860687,
          -4.071518353345712,
          -11.063891891206246,
          10.872850493637316,
          -11.020614558282096,
          0.7574725077513562,
          -4.076718313953364,
          13.054554339651183,
          0.4325599586674506,
          -5.898285065343519,
          10.901856508681218,
          -10.972746867126979,
          10.978224058868648,
          -10.904049005478546,
          -9.161152946209196,
          -8.668352977417628,
          0.7784553431019322,
          -6.52073470736195,
          -4.300374437744269,
          -1.2887395478504258,
          -4.186537414891443,
          -0.06968325463207131,
          0.43900923276824994,
          -0.7283981950319505,
          0.8031556341257344,
          1.015549393166001,
          -10.022979211556992,
          -10.137339191157805,
          0.1905367620396686,
          10.960856249752155,
          -8.994005354013547,
          -4.0557735535100425,
          -10.97312233032951,
          -9.180347998303791,
          -5.249677746055246,
          11.070601339552503,
          -9.758063369579993,
          -11.033008155479004,
          -11.229013728122604,
          14.456013160682113,
          13.876037138362983,
          12.794045891860282,
          -5.2759305802066265,
          -10.753376471707094,
          12.299332085542604,
          -9.175351210978063,
          -5.879436333899216,
          -10.347481675619834,
          1.3556388205281769,
          14.363926115543553,
          -4.211314417801276,
          11.628346718602248,
          -9.213314940532033,
          -3.585360947484033,
          -9.253041414316035,
          -10.871108222303736,
          12.879722512621393,
          12.830981954276597,
          -5.752700029584445,
          -10.338963765659198,
          -6.005110563118159,
          -5.670782209939883,
          11.107299658704125,
          1.4906120496288109,
          -4.451315769806545,
          13.611435559042993,
          13.75099013168913,
          -5.767238019058378,
          -8.198059867132478,
          13.320712716968682,
          0.8842859288667988,
          12.706872173741969,
          -0.5779208345632166,
          0.4455494831331665,
          -11.143333555862975,
          -1.0089458438604526,
          -10.397749682436006,
          -10.421475932038621,
          -4.426262494792411,
          1.6066719976006272,
          0.6201554162199553,
          10.943372256504409,
          -9.271547932605285,
          -4.101330691849187,
          0.8508879072770688,
          -3.7967874564207746,
          -1.1956800630258935,
          -3.5605052478680284,
          0.7075772681669779,
          -5.776253234395733,
          0.9876549727994018,
          0.8324118981340393,
          14.250395380244541,
          -6.080984392075398,
          -8.72570278522122,
          -4.105724885324839,
          -9.175537222863529,
          -0.9908359592884514,
          -9.26245452865582,
          -4.1753355093537925,
          13.152205641646772,
          -1.1006546231106327,
          0.4548159802458657,
          -10.32065838758809,
          13.494277248039273,
          -9.27964043448506,
          -1.4880498366156951,
          -10.715058337655293,
          -10.878032443485539,
          11.012945328657635,
          -9.511949598920147,
          1.5348264316673395,
          -11.09164289671872,
          -11.106225008930027,
          13.491834766939396,
          -9.115950589741017,
          12.525350657966397,
          -10.945714256515087,
          -4.0988966821484585,
          -6.176935803411139,
          -8.533880954769835,
          -5.225059823032652,
          0.7528339698446193,
          13.98875362504165,
          13.235194046152305,
          -1.277217689786359,
          1.033065407656665,
          10.63179189277351,
          -1.1656522966257623,
          -6.1675246688305645,
          -3.648374212361124,
          10.962519737706975,
          0.8931848086535276,
          -6.2401763402511055,
          11.134064099702616,
          13.40807106266701,
          11.146902564883822,
          13.570399806204545,
          -1.0803595711919995,
          -6.000661098153676,
          -8.950605725472133,
          -1.0882169415359175,
          13.429619569890468,
          -5.688804573228635,
          -4.131261182701314,
          11.60287441892821,
          1.3597957140823353,
          1.2224930154638418,
          -9.137542676466099,
          0.8364313591052743,
          -1.0544514315395344,
          13.686626980024162,
          13.695294133624863,
          -6.554650520826815,
          -5.932937688130539,
          -9.030137561239947,
          -5.238524419669631,
          -11.016067397783205,
          -6.104609257554732,
          0.9316067592640113,
          0.7189718097605716,
          0.5367451233375781,
          -5.660510576937007,
          -0.929502866808435,
          0.5496980207696383,
          11.006557061084148,
          13.339950386953292,
          -9.361638213261765,
          -11.130628033725092,
          0.6713306188480054,
          0.6693996693032047,
          -11.358449062555142,
          -1.0049268890087797,
          -1.3612159756980782,
          -10.958206064215556,
          -5.86102361633929,
          -6.372396226362676,
          -11.015303686467428,
          12.605336940539763,
          -0.43947352452685623,
          1.160418610309578,
          1.502435180408814,
          -9.181047535293555,
          -4.0137487302511605,
          0.8502460196113103,
          -0.8966360313782215,
          1.2274640059633268,
          -9.081067289984425,
          -3.9957378702831243,
          13.762371087471719,
          0.8945507955629276,
          -6.044770838511377,
          13.722471354717987,
          12.736325001152506,
          -3.1781379944962733,
          -1.0228973168228173,
          -9.880065259520718,
          -1.0795814460302966,
          -4.125956502708136,
          -1.220162330338529,
          -5.82131694712393,
          11.870353556425142,
          -10.957934756514348,
          -6.18894128082122,
          -3.1446129284649884,
          11.304243041104682,
          11.047174129207434,
          -9.248727353980483,
          13.136045035570428,
          13.301723233069353,
          -0.41389205191302736,
          -11.126906871272709,
          -4.2696216344932845,
          -6.1851274183212634,
          -11.059450946984803,
          -9.019536785000954,
          0.5767456466524891,
          11.702288706541571,
          13.620675216882288,
          -5.788312509435913,
          10.685589083373555,
          10.983999365511814,
          12.416283739063237,
          -11.202897974737215,
          13.18492749853448,
          -4.3788216427351365,
          -5.802790216151606,
          -9.294674645895467,
          -9.076262897906108,
          1.0856016606562842,
          10.933437091894495,
          -4.354470734934961,
          -5.29270633779501,
          14.311216902650948,
          -4.636024323339247,
          -0.9557728593700898,
          -10.902320979901056,
          13.255277159309355,
          1.85494413281662,
          0.8323389705679176,
          -3.8780613999295377,
          -2.84524392919229,
          -10.998263522088306,
          -1.3465394037630314,
          10.890886921021977,
          13.601892037822061,
          -4.296306825664764,
          -11.24328152161884,
          13.23641496879606,
          13.113622428261277,
          -4.042775871330929,
          -1.1879844501072767,
          -1.2788284114697634,
          13.705718382967822,
          12.493061370148759,
          1.00125314080462,
          -11.156653208645865,
          -1.0867479105306215,
          10.575209365106376,
          -10.175503503870177,
          -3.7097901903864696,
          0.5697824568767683,
          12.561259270671988,
          0.42504785478339413,
          1.1974848575783705,
          -9.21160298492972,
          -6.179498998542538,
          11.246776564776512,
          1.4821757655064303,
          -6.389537610622243,
          -0.7067773706739566,
          -11.227678055763858,
          -6.182552762863892,
          11.225692544588684,
          10.46837741267424,
          11.207510323323168,
          10.763424481036454,
          -6.049709145370242,
          0.9194255159885266,
          -11.035140126811918,
          12.597510802016142,
          10.967183070422085,
          -3.7254003775378353,
          -10.964988390517552,
          0.2331871026142863,
          0.9468511046622327,
          -4.103931873747116,
          1.7445069536416462,
          13.701040540348066,
          -11.077376298529359,
          13.731713586585625,
          -11.13317849047799,
          0.4449038569540055,
          0.7021885289646231,
          13.29677551002344,
          0.06807044873352928,
          11.105229414785896,
          -3.9487865000841564,
          -1.2279974058893892,
          12.837203319474716,
          -4.080585244860276,
          13.711402059082094,
          1.1477011201912977,
          -3.5618696108525447,
          -5.177140828223177,
          -9.137125420250554,
          12.835666710058046,
          -6.10287478385406,
          -10.72574338334977,
          -6.092844401324632,
          11.151567895845512,
          -11.340445922426047,
          -9.288224899859223,
          -11.117913740715823,
          1.0848381959004578,
          0.1381585449017912,
          -6.568617507934175,
          1.429603164717187,
          -4.333212284434687,
          -6.135514705996001,
          -5.843869538875758,
          -4.293289418596826,
          0.8061631699784934,
          -0.8239390044410744,
          -5.143955502078847,
          13.519309557056413,
          -0.9829095921950036,
          -1.1541876118077985,
          11.19637068880363,
          -3.186606021809746,
          14.03647669676231,
          -10.828593118449737,
          -8.866557478144125,
          10.904157814746194,
          -6.6508646703277305,
          -1.2590016250410292,
          -4.325728870592327,
          1.2511884526821708,
          -9.187644539655963,
          0.9977120644846533,
          -4.168801825887793,
          -6.447327117767049,
          -4.235605747149144,
          -3.9604454417844317,
          -9.091759498753033,
          0.7646310614361286,
          12.793028306205555,
          11.892482356256021,
          -8.562641974225965,
          -4.447191739252759,
          0.9366947009265246,
          0.7684589008816509,
          11.0129179514369,
          -1.0453156934977486,
          -0.23559566616288777,
          -6.4726327206906085,
          -9.158336276864228,
          -10.998098178409558,
          13.474054141945164,
          13.13133236990487,
          13.580662862255041,
          11.110837806609144,
          -5.862680684526294,
          13.778208570750321,
          -10.616740569993269,
          12.794657551341057,
          -9.123432395164022,
          12.914365016750923,
          -1.1693566935088633,
          -6.4660871145465375,
          0.895971565894855,
          0.4029698937083814,
          -1.0086127740455895,
          -6.125770558418292,
          -8.487360734064987,
          12.89718519686221,
          -9.332402633403632,
          -9.055033245038588,
          -9.979491178161322,
          -11.085587030153306,
          -8.904927940211527,
          1.5353100373882598,
          13.735491851649941,
          -11.001115793212998,
          -11.019109155592387,
          -9.185588733229148,
          -6.102916266019882,
          -9.238900409962357,
          0.6195600089095961,
          -4.130941693241478,
          -10.975864156199615,
          -1.3043600339432577,
          0.7852398067080215,
          1.9845589570588917,
          13.454049563199774,
          13.932953829497313,
          0.8585096801512985,
          -5.304590994508572,
          -6.013467613924136,
          -1.4933547413516672,
          1.0205692280918421,
          11.106008014086493,
          -0.6310799992236718,
          13.680314786475153,
          -0.9923044029805212,
          1.128701920033445,
          -10.321436865627847,
          -8.713380263405552,
          -10.98442414069397,
          0.5778000188139483,
          -3.866234126729736,
          -1.2245239988888064,
          -0.5745221708658624,
          -4.1679685097824715,
          11.581598533292809,
          -4.072168062019575,
          -4.63988263192949,
          13.435316255257938,
          1.001201610695321,
          -6.3622987115965985,
          -6.065004133831262,
          11.02154399582219,
          -1.476317303233403,
          -4.362077392274541,
          -9.23502251407167,
          11.107779803416244,
          -5.946095844219517,
          11.049224100138806,
          -10.500887872052807,
          11.178860828340502,
          13.26959479108165,
          -3.387768965052136,
          0.5419685458145286,
          13.417872593246376,
          -6.121393996960246,
          1.077436872396295,
          -11.20373322967855,
          11.35733143836058,
          -3.7358999954783485,
          -4.400791855813467,
          0.3936319239978132,
          -4.062640826746276,
          -5.868279707658656,
          -5.580669445121442,
          0.9995432678186013,
          -0.916016184029683,
          10.742504271639897,
          -9.127699087731898,
          -4.081420803370101,
          11.35735958269279,
          -4.209750885681732,
          -10.656622626553826,
          14.059889861531587,
          -9.986513024283921,
          -0.6471260911055562,
          1.0620855209808244,
          -1.2786699158715078,
          -1.494383633538806,
          12.782025933816438,
          12.625713445524507,
          -4.4325420937595545,
          -10.703176938776643,
          13.749944403338347,
          -0.9370861236564189,
          -10.233616473628002,
          1.0482061096347508,
          -1.1195418234171768,
          10.435949453521449,
          -8.274753018982224,
          -6.118018062864594,
          0.8314687963800531,
          -8.933584489559422,
          11.192622360487855,
          13.865614409981502,
          -8.707957539241535,
          -9.462146811406658,
          -9.008325452136212,
          11.151683166250692,
          -3.9689949925770307,
          -0.8283563030164072,
          0.09244695894724161,
          -5.703707116129172,
          10.83380326236897,
          -8.730295479173277,
          -8.992965354966776,
          0.8912589178945899,
          13.562628870262568,
          -10.587287319908324,
          0.7131472039042638,
          -4.399695201412969,
          -0.5499930183811108,
          10.886018857869255,
          -1.0029506037783635,
          0.1571360027615543,
          12.777170414128378,
          -5.939952576290955,
          -10.878338396686388,
          -0.7676858334940454,
          0.7844085656094254,
          -4.128511393146219,
          13.323121146506157,
          -5.433814930937951,
          0.7912588803566125,
          -8.47017946994422,
          -10.834693966962945,
          11.314503408130184,
          -11.163056109452812,
          -11.026947511162852,
          0.19476859718351855,
          1.1667266577033975,
          -3.7515901725311167,
          -4.115744204680522,
          1.1931012110075254,
          -10.94226564027786,
          13.442736150897476,
          0.578634527141266,
          0.7311109768110944,
          -1.3816502126360917,
          -1.0246484516500152,
          11.193876705446238,
          -4.127702425347171,
          -6.585539527646339,
          -3.6095701963429,
          11.190114418797592,
          -8.850540128066166,
          -10.773665521429017,
          0.8393732356833358,
          0.6433525638985321,
          13.437020739599786,
          -3.392599645261183,
          0.9829305650745835,
          -11.098521215756579,
          -8.878778110084097,
          12.258210033232347,
          -4.1221960827483946,
          11.560073104883967,
          -6.445695652724818,
          -0.8791947111302749,
          0.7438094783673324,
          -1.131689216311295,
          10.900644621972083,
          -11.343429537338908,
          -11.213389036070204,
          0.7807119713613673,
          -9.333642572514862,
          0.5253006529100895,
          -4.182593950705559,
          -10.677157243583256,
          -11.073728290955241,
          -4.163757751921087,
          -5.697958868495302,
          -4.181711280841589,
          12.532180004347522,
          0.7965095381076863,
          -1.1164442024373198,
          -1.307729723075413,
          0.5556820680772668,
          -0.8630168194023836,
          -4.194313664233258,
          10.912515440465002,
          11.003204971416064,
          -6.175292391479088,
          -6.0609242458383354,
          1.176453413425493,
          -9.263502565139031,
          11.064357100921415,
          13.129943212436356,
          -6.006650258660089,
          -9.04835325463486,
          -9.086314772011999,
          10.815300221713496,
          14.18009659338974,
          -9.40877908502681,
          -9.291193915562353,
          -5.786569360657705,
          13.84482373162237,
          -5.844223487194281,
          10.964522839409183,
          -6.120348658337801,
          13.845699271764996,
          0.4831551278506587,
          11.429938788008313,
          1.0846828307487728,
          13.447190876199203,
          -11.111553106522091,
          -4.102676548730662,
          -11.021983242535695,
          0.4478888697457159,
          -8.177307379366107,
          0.9879397780217253,
          13.099240563614758,
          -5.671001441950739,
          -9.045032025968977,
          11.165862448927603,
          13.621997017999545,
          -2.7029818462146205,
          1.5052581594504402,
          -6.501122455968136,
          0.5499870145901657,
          11.214156623842396,
          -3.936285887244097,
          12.663684797885008,
          -1.2737511588331016,
          -11.26274603525969,
          0.6554990050877787,
          0.9217161516122688,
          -5.65044905966228,
          0.3492126429732363,
          1.5007505718091219,
          1.2659747918620032,
          13.976803839491232,
          14.240004237356509,
          -5.903746132935262,
          1.5118638103889703,
          -11.06160852508881,
          0.3386725604048927,
          -1.1863629949441201,
          10.520558313579496,
          13.580033451202333,
          -11.475544245895032,
          -9.19679687684739,
          -10.35718929908598,
          11.156299978878414,
          -1.1550222446404241,
          0.9898092300259761,
          0.5773023410833987,
          -0.9029596874345741,
          -9.148267753053775,
          -3.7457593996044993,
          11.578829925019068,
          0.7673716175476207,
          -8.870644716914011,
          -9.061243878849323,
          -8.938594824340392,
          -11.343773456063651,
          1.1660788907481714,
          12.446989217840729,
          -3.692989773800052,
          -4.307171062254604,
          -9.613344632935455,
          11.06055350811617,
          -6.270604506087587,
          -8.78241005145591,
          -10.669610001083187,
          13.759231439258896,
          -10.504819600067192,
          -10.954111591845189,
          1.2049971365405183,
          -1.2937446587184889,
          -11.041005855610113,
          0.7053579443655985,
          -0.9147600099975759,
          0.6829614833943698,
          0.8808006603545785,
          -10.49110286018297,
          14.309208363965553,
          1.0132182958940423,
          -3.9940371329868563,
          -10.869636151488542,
          14.006550890492928,
          0.9535103582373792,
          -6.57537210295313,
          -5.671397124417612,
          -1.1226267523475233,
          12.562300981538392,
          10.369811597848535,
          13.062510293951686,
          -10.660277835483742,
          13.849717802703557,
          0.5556100746361747,
          11.605987825923867,
          -11.053036230391372,
          12.90686389382201,
          -10.86356785027966,
          1.1386443637624073,
          1.7688282031111169,
          -0.6300989137434555,
          -9.002984484519839,
          10.976819023484948,
          -5.5806438380384895,
          13.431253590839829,
          1.2249459513108096,
          12.618476728655489,
          -1.1455652662386215,
          -11.30794617616951,
          -0.8936063635076188,
          -4.255223509518468,
          12.793087375581262,
          -4.202031231103534,
          -11.034219212794342,
          10.497101809922132,
          -6.221382911119212,
          0.5110666783412137,
          1.2525990213528977,
          -6.132449415572596,
          1.10309629860687,
          -4.071518353345712,
          -11.063891891206246,
          10.872850493637316,
          -11.020614558282096,
          0.7574725077513562,
          -4.076718313953364,
          13.054554339651183,
          0.4325599586674506,
          -5.898285065343519,
          10.901856508681218,
          -10.972746867126979,
          10.978224058868648,
          -10.904049005478546,
          -9.161152946209196,
          -8.668352977417628,
          0.7784553431019322,
          -6.52073470736195,
          -4.300374437744269,
          -1.2887395478504258,
          -4.186537414891443,
          -0.06968325463207131,
          0.43900923276824994,
          -0.7283981950319505,
          0.8031556341257344,
          1.015549393166001,
          -10.022979211556992,
          -10.137339191157805,
          0.1905367620396686,
          10.960856249752155,
          -8.994005354013547,
          -4.0557735535100425,
          -10.97312233032951,
          -9.180347998303791,
          -5.249677746055246,
          11.070601339552503,
          -9.758063369579993,
          -11.033008155479004,
          -11.229013728122604,
          14.456013160682113,
          13.876037138362983,
          12.794045891860282,
          -5.2759305802066265,
          -10.753376471707094,
          12.299332085542604,
          -9.175351210978063,
          -5.879436333899216,
          -10.347481675619834,
          1.3556388205281769,
          14.363926115543553,
          -4.211314417801276,
          11.628346718602248,
          -9.213314940532033,
          -3.585360947484033,
          -9.253041414316035,
          -10.871108222303736,
          12.879722512621393,
          12.830981954276597,
          -5.752700029584445,
          -10.338963765659198,
          -6.005110563118159,
          -5.670782209939883,
          11.107299658704125,
          1.4906120496288109,
          -4.451315769806545,
          13.611435559042993,
          13.75099013168913,
          -5.767238019058378,
          -8.198059867132478,
          13.320712716968682,
          0.8842859288667988,
          12.706872173741969,
          -0.5779208345632166,
          0.4455494831331665,
          -11.143333555862975,
          -1.0089458438604526,
          -10.397749682436006,
          -10.421475932038621,
          -4.426262494792411,
          1.6066719976006272,
          0.6201554162199553,
          10.943372256504409,
          -9.271547932605285,
          -4.101330691849187,
          0.8508879072770688,
          -3.7967874564207746,
          -1.1956800630258935,
          -3.5605052478680284,
          0.7075772681669779,
          -5.776253234395733,
          0.9876549727994018,
          0.8324118981340393,
          14.250395380244541,
          -6.080984392075398,
          -8.72570278522122,
          -4.105724885324839,
          -9.175537222863529,
          -0.9908359592884514,
          -9.26245452865582,
          -4.1753355093537925,
          13.152205641646772,
          -1.1006546231106327,
          0.4548159802458657,
          -10.32065838758809,
          13.494277248039273,
          -9.27964043448506,
          -1.4880498366156951,
          -10.715058337655293,
          -10.878032443485539,
          11.012945328657635,
          -9.511949598920147,
          1.5348264316673395,
          -11.09164289671872,
          -11.106225008930027,
          13.491834766939396,
          -9.115950589741017,
          12.525350657966397,
          -10.945714256515087,
          -4.0988966821484585,
          -6.176935803411139,
          -8.533880954769835,
          -5.225059823032652,
          0.7528339698446193,
          13.98875362504165,
          13.235194046152305,
          -1.277217689786359,
          1.033065407656665,
          10.63179189277351,
          -1.1656522966257623,
          -6.1675246688305645,
          -3.648374212361124,
          10.962519737706975,
          0.8931848086535276,
          -6.2401763402511055,
          11.134064099702616,
          13.40807106266701,
          11.146902564883822,
          13.570399806204545,
          -1.0803595711919995,
          -6.000661098153676,
          -8.950605725472133,
          -1.0882169415359175,
          13.429619569890468,
          -5.688804573228635,
          -4.131261182701314,
          11.60287441892821,
          1.3597957140823353,
          1.2224930154638418,
          -9.137542676466099,
          0.8364313591052743,
          -1.0544514315395344,
          13.686626980024162,
          13.695294133624863,
          -6.554650520826815,
          -5.932937688130539,
          -9.030137561239947,
          -5.238524419669631,
          -11.016067397783205,
          -6.104609257554732,
          0.9316067592640113,
          0.7189718097605716,
          0.5367451233375781,
          -5.660510576937007,
          -0.929502866808435,
          0.5496980207696383,
          11.006557061084148,
          13.339950386953292,
          -9.361638213261765,
          -11.130628033725092,
          0.6713306188480054,
          0.6693996693032047,
          -11.358449062555142,
          -1.0049268890087797,
          -1.3612159756980782,
          -10.958206064215556,
          -5.86102361633929,
          -6.372396226362676,
          -11.015303686467428,
          12.605336940539763,
          -0.43947352452685623,
          1.160418610309578,
          1.502435180408814,
          -9.181047535293555,
          -4.0137487302511605,
          0.8502460196113103,
          -0.8966360313782215,
          1.2274640059633268,
          -9.081067289984425,
          -3.9957378702831243,
          13.762371087471719,
          0.8945507955629276,
          -6.044770838511377,
          13.722471354717987,
          12.736325001152506,
          -3.1781379944962733,
          -1.0228973168228173,
          -9.880065259520718,
          -1.0795814460302966,
          -4.125956502708136,
          -1.220162330338529,
          -5.82131694712393,
          11.870353556425142,
          -10.957934756514348,
          -6.18894128082122,
          -3.1446129284649884,
          11.304243041104682,
          11.047174129207434,
          -9.248727353980483,
          13.136045035570428,
          13.301723233069353,
          -0.41389205191302736,
          -11.126906871272709,
          -4.2696216344932845,
          -6.1851274183212634,
          -11.059450946984803,
          -9.019536785000954,
          0.5767456466524891,
          11.702288706541571,
          13.620675216882288,
          -5.788312509435913,
          10.685589083373555,
          10.983999365511814,
          12.416283739063237,
          -11.202897974737215,
          13.18492749853448,
          -4.3788216427351365,
          -5.802790216151606,
          -9.294674645895467,
          -9.076262897906108,
          1.0856016606562842,
          10.933437091894495,
          -4.354470734934961,
          -5.29270633779501,
          14.311216902650948,
          -4.636024323339247,
          -0.9557728593700898,
          -10.902320979901056,
          13.255277159309355,
          1.85494413281662,
          0.8323389705679176,
          -3.8780613999295377,
          -2.84524392919229,
          -10.998263522088306,
          -1.3465394037630314,
          10.890886921021977,
          13.601892037822061,
          -4.296306825664764,
          -11.24328152161884,
          13.23641496879606,
          13.113622428261277,
          -4.042775871330929,
          -1.1879844501072767,
          -1.2788284114697634,
          13.705718382967822,
          12.493061370148759,
          1.00125314080462,
          -11.156653208645865,
          -1.0867479105306215,
          10.575209365106376,
          -10.175503503870177,
          -3.7097901903864696,
          0.5697824568767683,
          12.561259270671988,
          0.42504785478339413,
          1.1974848575783705,
          -9.21160298492972,
          -6.179498998542538,
          11.246776564776512,
          1.4821757655064303,
          -6.389537610622243,
          -0.7067773706739566,
          -11.227678055763858,
          -6.182552762863892,
          11.225692544588684,
          10.46837741267424,
          11.207510323323168,
          10.763424481036454,
          -6.049709145370242,
          0.9194255159885266,
          -11.035140126811918,
          12.597510802016142,
          10.967183070422085,
          -3.7254003775378353,
          -10.964988390517552,
          0.2331871026142863,
          0.9468511046622327,
          -4.103931873747116,
          1.7445069536416462,
          13.701040540348066,
          -11.077376298529359,
          13.731713586585625,
          -11.13317849047799,
          0.4449038569540055,
          0.7021885289646231,
          13.29677551002344,
          0.06807044873352928,
          11.105229414785896,
          -3.9487865000841564,
          -1.2279974058893892,
          12.837203319474716,
          -4.080585244860276,
          13.711402059082094,
          1.1477011201912977,
          -3.5618696108525447,
          -5.177140828223177,
          -9.137125420250554,
          12.835666710058046,
          -6.10287478385406,
          -10.72574338334977,
          -6.092844401324632,
          11.151567895845512,
          -11.340445922426047,
          -9.288224899859223,
          -11.117913740715823,
          1.0848381959004578,
          0.1381585449017912,
          -6.568617507934175,
          1.429603164717187,
          -4.333212284434687,
          -6.135514705996001,
          -5.843869538875758,
          -4.293289418596826,
          0.8061631699784934,
          -0.8239390044410744,
          -5.143955502078847,
          13.519309557056413,
          -0.9829095921950036,
          -1.1541876118077985,
          11.19637068880363,
          -3.186606021809746,
          14.03647669676231,
          -10.828593118449737,
          -8.866557478144125,
          10.904157814746194,
          -6.6508646703277305,
          -1.2590016250410292,
          -4.325728870592327,
          1.2511884526821708,
          -9.187644539655963,
          0.9977120644846533,
          -4.168801825887793,
          -6.447327117767049,
          -4.235605747149144,
          -3.9604454417844317,
          -9.091759498753033,
          0.7646310614361286,
          12.793028306205555,
          11.892482356256021,
          -8.562641974225965,
          -4.447191739252759,
          0.9366947009265246,
          0.7684589008816509,
          11.0129179514369,
          -1.0453156934977486,
          -0.23559566616288777,
          -6.4726327206906085,
          -9.158336276864228,
          -10.998098178409558,
          13.474054141945164,
          13.13133236990487,
          13.580662862255041,
          11.110837806609144,
          -5.862680684526294,
          13.778208570750321,
          -10.616740569993269,
          12.794657551341057,
          -9.123432395164022,
          12.914365016750923,
          -1.1693566935088633,
          -6.4660871145465375,
          0.895971565894855,
          0.4029698937083814,
          -1.0086127740455895,
          -6.125770558418292,
          -8.487360734064987,
          12.89718519686221,
          -9.332402633403632,
          -9.055033245038588,
          -9.979491178161322,
          -11.085587030153306,
          -8.904927940211527,
          1.5353100373882598,
          13.735491851649941,
          -11.001115793212998,
          -11.019109155592387,
          -9.185588733229148,
          -6.102916266019882,
          -9.238900409962357,
          0.6195600089095961,
          -4.130941693241478,
          -10.975864156199615,
          -1.3043600339432577,
          0.7852398067080215,
          1.9845589570588917,
          13.454049563199774,
          13.932953829497313,
          0.8585096801512985,
          -5.304590994508572,
          -6.013467613924136,
          -1.4933547413516672,
          1.0205692280918421,
          11.106008014086493,
          -0.6310799992236718,
          13.680314786475153,
          -0.9923044029805212,
          1.128701920033445,
          -10.321436865627847,
          -8.713380263405552,
          -10.98442414069397,
          0.5778000188139483,
          -3.866234126729736,
          -1.2245239988888064,
          -0.5745221708658624,
          -4.1679685097824715,
          11.581598533292809,
          -4.072168062019575,
          -4.63988263192949,
          13.435316255257938,
          1.001201610695321,
          -6.3622987115965985,
          -6.065004133831262,
          11.02154399582219,
          -1.476317303233403,
          -4.362077392274541,
          -9.23502251407167,
          11.107779803416244,
          -5.946095844219517,
          11.049224100138806,
          -10.500887872052807,
          11.178860828340502,
          13.26959479108165,
          -3.387768965052136,
          0.5419685458145286,
          13.417872593246376,
          -6.121393996960246,
          1.077436872396295,
          -11.20373322967855,
          11.35733143836058,
          -3.7358999954783485,
          -4.400791855813467,
          0.3936319239978132,
          -4.062640826746276,
          -5.868279707658656,
          -5.580669445121442,
          0.9995432678186013,
          -0.916016184029683,
          10.742504271639897,
          -9.127699087731898,
          -4.081420803370101,
          11.35735958269279,
          -4.209750885681732,
          -10.656622626553826,
          14.059889861531587,
          -9.986513024283921,
          -0.6471260911055562,
          1.0620855209808244,
          -1.2786699158715078,
          -1.494383633538806,
          12.782025933816438,
          12.625713445524507,
          -4.4325420937595545,
          -10.703176938776643,
          13.749944403338347,
          -0.9370861236564189,
          -10.233616473628002,
          1.0482061096347508,
          -1.1195418234171768,
          10.435949453521449,
          -8.274753018982224,
          -6.118018062864594,
          0.8314687963800531,
          -8.933584489559422,
          11.192622360487855,
          13.865614409981502,
          -8.707957539241535,
          -9.462146811406658,
          -9.008325452136212,
          11.151683166250692,
          -3.9689949925770307,
          -0.8283563030164072,
          0.09244695894724161,
          -5.703707116129172,
          10.83380326236897,
          -8.730295479173277,
          -8.992965354966776,
          0.8912589178945899,
          13.562628870262568,
          -10.587287319908324,
          0.7131472039042638,
          -4.399695201412969,
          -0.5499930183811108,
          10.886018857869255,
          -1.0029506037783635,
          0.1571360027615543,
          12.777170414128378,
          -5.939952576290955,
          -10.878338396686388,
          -0.7676858334940454,
          0.7844085656094254,
          -4.128511393146219,
          13.323121146506157,
          -5.433814930937951,
          0.7912588803566125,
          -8.47017946994422,
          -10.834693966962945,
          11.314503408130184,
          -11.163056109452812,
          -11.026947511162852,
          0.19476859718351855,
          1.1667266577033975,
          -3.7515901725311167,
          -4.115744204680522,
          1.1931012110075254,
          -10.94226564027786,
          13.442736150897476,
          0.578634527141266,
          0.7311109768110944,
          -1.3816502126360917,
          -1.0246484516500152,
          11.193876705446238,
          -4.127702425347171,
          -6.585539527646339,
          -3.6095701963429,
          11.190114418797592,
          -8.850540128066166,
          -10.773665521429017,
          0.8393732356833358,
          0.6433525638985321,
          13.437020739599786,
          -3.392599645261183,
          0.9829305650745835,
          -11.098521215756579,
          -8.878778110084097,
          12.258210033232347,
          -4.1221960827483946,
          11.560073104883967,
          -6.445695652724818,
          -0.8791947111302749,
          0.7438094783673324,
          -1.131689216311295,
          10.900644621972083,
          -11.343429537338908,
          -11.213389036070204,
          0.7807119713613673,
          -9.333642572514862,
          0.5253006529100895,
          -4.182593950705559,
          -10.677157243583256,
          -11.073728290955241,
          -4.163757751921087,
          -5.697958868495302,
          -4.181711280841589,
          12.532180004347522,
          0.7965095381076863,
          -1.1164442024373198,
          -1.307729723075413,
          0.5556820680772668,
          -0.8630168194023836,
          -4.194313664233258,
          10.912515440465002,
          11.003204971416064,
          -6.175292391479088,
          -6.0609242458383354,
          1.176453413425493,
          -9.263502565139031,
          11.064357100921415,
          13.129943212436356,
          -6.006650258660089,
          -9.04835325463486,
          -9.086314772011999,
          10.815300221713496,
          14.18009659338974,
          -9.40877908502681,
          -9.291193915562353,
          -5.786569360657705,
          13.84482373162237,
          -5.844223487194281,
          10.964522839409183,
          -6.120348658337801,
          13.845699271764996,
          0.4831551278506587,
          11.429938788008313,
          1.0846828307487728,
          13.447190876199203,
          -11.111553106522091,
          -4.102676548730662,
          -11.021983242535695,
          0.4478888697457159,
          -8.177307379366107,
          0.9879397780217253,
          13.099240563614758,
          -5.671001441950739,
          -9.045032025968977,
          11.165862448927603,
          13.621997017999545,
          -2.7029818462146205,
          1.5052581594504402,
          -6.501122455968136,
          0.5499870145901657,
          11.214156623842396,
          -3.936285887244097,
          12.663684797885008,
          -1.2737511588331016,
          -11.26274603525969,
          0.6554990050877787,
          0.9217161516122688,
          -5.65044905966228,
          0.3492126429732363,
          1.5007505718091219,
          1.2659747918620032,
          13.976803839491232,
          14.240004237356509,
          -5.903746132935262,
          1.5118638103889703,
          -11.06160852508881,
          0.3386725604048927,
          -1.1863629949441201,
          10.520558313579496,
          13.580033451202333,
          -11.475544245895032,
          -9.19679687684739,
          -10.35718929908598,
          11.156299978878414,
          -1.1550222446404241,
          0.9898092300259761,
          0.5773023410833987,
          -0.9029596874345741,
          -9.148267753053775,
          -3.7457593996044993,
          11.578829925019068,
          0.7673716175476207,
          -8.870644716914011,
          -9.061243878849323,
          -8.938594824340392,
          -11.343773456063651,
          1.1660788907481714,
          12.446989217840729,
          -3.692989773800052,
          -4.307171062254604,
          -9.613344632935455,
          11.06055350811617,
          -6.270604506087587,
          -8.78241005145591,
          -10.669610001083187,
          13.759231439258896,
          -10.504819600067192,
          -10.954111591845189,
          1.2049971365405183,
          -1.2937446587184889,
          -11.041005855610113,
          0.7053579443655985,
          -0.9147600099975759,
          0.6829614833943698,
          0.8808006603545785,
          -10.49110286018297,
          14.309208363965553,
          1.0132182958940423,
          -3.9940371329868563,
          -10.869636151488542,
          14.006550890492928,
          0.9535103582373792,
          -6.57537210295313,
          -5.671397124417612,
          -1.1226267523475233,
          12.562300981538392,
          10.369811597848535,
          13.062510293951686,
          -10.660277835483742,
          13.849717802703557,
          0.5556100746361747,
          11.605987825923867,
          -11.053036230391372,
          12.90686389382201,
          -10.86356785027966,
          1.1386443637624073,
          1.7688282031111169,
          -0.6300989137434555,
          -9.002984484519839,
          10.976819023484948,
          -5.5806438380384895,
          13.431253590839829,
          1.2249459513108096,
          12.618476728655489,
          -1.1455652662386215,
          -11.30794617616951,
          -0.8936063635076188,
          -4.255223509518468,
          12.793087375581262,
          -4.202031231103534,
          -11.034219212794342,
          10.497101809922132,
          -6.221382911119212,
          0.5110666783412137,
          1.2525990213528977,
          -6.132449415572596,
          1.10309629860687,
          -4.071518353345712,
          -11.063891891206246,
          10.872850493637316,
          -11.020614558282096,
          0.7574725077513562,
          -4.076718313953364,
          13.054554339651183,
          0.4325599586674506,
          -5.898285065343519,
          10.901856508681218,
          -10.972746867126979,
          10.978224058868648,
          -10.904049005478546,
          -9.161152946209196,
          -8.668352977417628,
          0.7784553431019322,
          -6.52073470736195,
          -4.300374437744269,
          -1.2887395478504258,
          -4.186537414891443,
          -0.06968325463207131,
          0.43900923276824994,
          -0.7283981950319505,
          0.8031556341257344,
          1.015549393166001,
          -10.022979211556992,
          -10.137339191157805,
          0.1905367620396686,
          10.960856249752155,
          -8.994005354013547,
          -4.0557735535100425,
          -10.97312233032951,
          -9.180347998303791,
          -5.249677746055246,
          11.070601339552503,
          -9.758063369579993,
          -11.033008155479004,
          -11.229013728122604,
          14.456013160682113,
          13.876037138362983,
          12.794045891860282,
          -5.2759305802066265,
          -10.753376471707094,
          12.299332085542604,
          -9.175351210978063,
          -5.879436333899216,
          -10.347481675619834,
          1.3556388205281769,
          14.363926115543553,
          -4.211314417801276,
          11.628346718602248,
          -9.213314940532033,
          -3.585360947484033,
          -9.253041414316035,
          -10.871108222303736,
          12.879722512621393,
          12.830981954276597,
          -5.752700029584445,
          -10.338963765659198,
          -6.005110563118159,
          -5.670782209939883,
          11.107299658704125,
          1.4906120496288109,
          -4.451315769806545,
          13.611435559042993,
          13.75099013168913,
          -5.767238019058378,
          -8.198059867132478,
          13.320712716968682,
          0.8842859288667988,
          12.706872173741969,
          -0.5779208345632166,
          0.4455494831331665,
          -11.143333555862975,
          -1.0089458438604526,
          -10.397749682436006,
          -10.421475932038621,
          -4.426262494792411,
          1.6066719976006272,
          0.6201554162199553,
          10.943372256504409,
          -9.271547932605285,
          -4.101330691849187,
          0.8508879072770688,
          -3.7967874564207746,
          -1.1956800630258935,
          -3.5605052478680284,
          0.7075772681669779,
          -5.776253234395733,
          0.9876549727994018,
          0.8324118981340393,
          14.250395380244541,
          -6.080984392075398,
          -8.72570278522122,
          -4.105724885324839,
          -9.175537222863529,
          -0.9908359592884514,
          -9.26245452865582,
          -4.1753355093537925,
          13.152205641646772,
          -1.1006546231106327,
          0.4548159802458657,
          -10.32065838758809,
          13.494277248039273,
          -9.27964043448506,
          -1.4880498366156951,
          -10.715058337655293,
          -10.878032443485539,
          11.012945328657635,
          -9.511949598920147,
          1.5348264316673395,
          -11.09164289671872,
          -11.106225008930027,
          13.491834766939396,
          -9.115950589741017,
          12.525350657966397,
          -10.945714256515087,
          -4.0988966821484585,
          -6.176935803411139,
          -8.533880954769835,
          -5.225059823032652,
          0.7528339698446193,
          13.98875362504165,
          13.235194046152305,
          -1.277217689786359,
          1.033065407656665,
          10.63179189277351,
          -1.1656522966257623,
          -6.1675246688305645,
          -3.648374212361124,
          10.962519737706975,
          0.8931848086535276,
          -6.2401763402511055,
          11.134064099702616,
          13.40807106266701,
          11.146902564883822,
          13.570399806204545,
          -1.0803595711919995,
          -6.000661098153676,
          -8.950605725472133,
          -1.0882169415359175,
          13.429619569890468,
          -5.688804573228635,
          -4.131261182701314,
          11.60287441892821,
          1.3597957140823353,
          1.2224930154638418,
          -9.137542676466099,
          0.8364313591052743,
          -1.0544514315395344,
          13.686626980024162,
          13.695294133624863,
          -6.554650520826815,
          -5.932937688130539,
          -9.030137561239947,
          -5.238524419669631,
          -11.016067397783205,
          -6.104609257554732,
          0.9316067592640113,
          0.7189718097605716,
          0.5367451233375781,
          -5.660510576937007,
          -0.929502866808435,
          0.5496980207696383,
          11.006557061084148,
          13.339950386953292,
          -9.361638213261765,
          -11.130628033725092,
          0.6713306188480054,
          0.6693996693032047,
          -11.358449062555142,
          -1.0049268890087797,
          -1.3612159756980782,
          -10.958206064215556,
          -5.86102361633929,
          -6.372396226362676,
          -11.015303686467428,
          12.605336940539763,
          -0.43947352452685623,
          1.160418610309578,
          1.502435180408814,
          -9.181047535293555,
          -4.0137487302511605,
          0.8502460196113103,
          -0.8966360313782215,
          1.2274640059633268,
          -9.081067289984425,
          -3.9957378702831243,
          13.762371087471719,
          0.8945507955629276,
          -6.044770838511377,
          13.722471354717987,
          12.736325001152506,
          -3.1781379944962733,
          -1.0228973168228173,
          -9.880065259520718,
          -1.0795814460302966,
          -4.125956502708136,
          -1.220162330338529,
          -5.82131694712393,
          11.870353556425142,
          -10.957934756514348,
          -6.18894128082122,
          -3.1446129284649884,
          11.304243041104682,
          11.047174129207434,
          -9.248727353980483,
          13.136045035570428,
          13.301723233069353,
          -0.41389205191302736,
          -11.126906871272709,
          -4.2696216344932845,
          -6.1851274183212634,
          -11.059450946984803,
          -9.019536785000954,
          0.5767456466524891,
          11.702288706541571,
          13.620675216882288,
          -5.788312509435913,
          10.685589083373555,
          10.983999365511814,
          12.416283739063237,
          -11.202897974737215,
          13.18492749853448,
          -4.3788216427351365,
          -5.802790216151606,
          -9.294674645895467,
          -9.076262897906108,
          1.0856016606562842,
          10.933437091894495,
          -4.354470734934961,
          -5.29270633779501,
          14.311216902650948,
          -4.636024323339247,
          -0.9557728593700898,
          -10.902320979901056,
          13.255277159309355,
          1.85494413281662,
          0.8323389705679176,
          -3.8780613999295377,
          -2.84524392919229,
          -10.998263522088306,
          -1.3465394037630314,
          10.890886921021977,
          13.601892037822061,
          -4.296306825664764,
          -11.24328152161884,
          13.23641496879606,
          13.113622428261277,
          -4.042775871330929,
          -1.1879844501072767,
          -1.2788284114697634,
          13.705718382967822,
          12.493061370148759,
          1.00125314080462,
          -11.156653208645865,
          -1.0867479105306215,
          10.575209365106376,
          -10.175503503870177,
          -3.7097901903864696,
          0.5697824568767683,
          12.561259270671988,
          0.4250478547833942,
          1.1974848575783705,
          -9.21160298492972,
          -6.179498998542538,
          11.246776564776512,
          1.4821757655064303,
          -6.389537610622243
         ]
        },
        {
         "marker": {
          "color": "rgba(0, 255, 200, 0.8)"
         },
         "mode": "markers",
         "name": "Cluster 3",
         "type": "scatter3d",
         "x": [],
         "y": [],
         "z": []
        },
        {
         "marker": {
          "color": "rgba(255, 255, 100, 0.8)"
         },
         "mode": "markers",
         "name": "Cluster 4",
         "type": "scatter3d",
         "x": [],
         "y": [],
         "z": []
        }
       ],
       "layout": {
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "Visualizing Clusters in Three Dimensions Using PCA"
        },
        "xaxis": {
         "ticklen": 5,
         "title": {
          "text": "PC1"
         },
         "zeroline": false
        },
        "yaxis": {
         "ticklen": 5,
         "title": {
          "text": "PC2"
         },
         "zeroline": false
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"96aee979-d60b-47de-bad6-dfd60f448df1\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"96aee979-d60b-47de-bad6-dfd60f448df1\")) {                    Plotly.newPlot(                        \"96aee979-d60b-47de-bad6-dfd60f448df1\",                        [{\"marker\": {\"color\": \"rgba(255, 128, 255, 0.8)\"}, \"mode\": \"markers\", \"name\": \"Cluster 1\", \"type\": \"scatter3d\", \"x\": [1503.1986769667374, 1787.7886222421714, 2477.08031682082, 1543.1638532252728, 1829.8297041706478, 1844.2340942640035, 836.3547593020222, 1556.952972391683, 1203.2532694121383, 4536.126594841473, 3583.023069978503, 900.5595161594614, 888.3439608896057, 2580.8259252091884, 4026.0073052281878, 2676.91928611428, 953.3051853494484, 2631.8589265140827, 1201.9863340035038, 2370.7593028698498, 3348.486324555932, 3072.2378295906715, 2460.4411454082046, 858.537688866915, 1051.9201238096211, 1521.8600981529712, 2129.4876681093288, 621.715193586883, 1662.8050970764891, 953.2413130875623, 1862.6337761191733, 918.4797677188959, 3709.6161140115173, 2610.3079505165424, 803.0105945615859, 5733.978816733645, 4743.073538842056, 3028.444845625239, 5137.596441680599, 4068.145521554067, 936.8980758662593, 1357.533738632118, 1083.2625121274534, 3142.3599086113186, 3322.031387208212, 1589.4547438486377, 1736.0248491705458, 777.0312524151803, 3789.6930200171614, 2507.192115323978, 2513.974209095112, 890.9983254580361, 2837.095831646503, 3776.1766995758617, 3127.0377400791003, 1042.0534776603465, 4470.5122324996755, 1887.7992640597245, 1397.4240182294238, 3418.1860843716377, 1456.7351669383734, 1318.1226007969806, 721.7546028666653, 868.078090224917, 2535.1992655490444, 1201.9959488106088, 4562.575284940821, 1015.3969561928436, 4989.425516562624, 992.8718719464066, 1523.150678865974, 1207.5075968573187, 3027.8094061755423, 1545.4978430218669, 2421.2330318434247, 2718.1856784397314, 3126.999473437405, 3597.6433837973395, 5064.17579278964, 5220.352890668274, 1434.0472431446115, 3855.6857551665553, 3326.5096783323124, 1633.4150507082636, 3266.062239358089, 1016.547122753812, 3661.509361005848, 5463.316950600438, 3084.6123644459326, 805.9496849879652, 1615.1810491737856, 1643.5045563552603, 2180.0074375722793, 3213.9261892344584, 2718.140291158611, 1106.6251692584585, 1686.2248168563335, 2044.4620112235689, 2193.707618354068, 7034.391198558759, 1104.6884847173417, 4177.20653091385, 636.1312041212597, 2143.975522458124, 1074.4336543281665, 909.6732099765491, 3262.7439486855997, 3860.598771378694, 1859.0565902541541, 929.8133314249894, 2799.4731926044005, 1377.9217425229301, 2921.1791106419137, 1736.0457729535842, 5528.864627315156, 3481.7104831529864, 1017.5955054210272, 2041.632997663127, 3142.330735924181, 1289.0208070639274, 1681.1264078313066, 1026.6961491423485, 1474.828290876032, 720.7900432890457, 4677.974939158268, 1578.271130506786, 3537.3269268899594, 961.4337622827991, 2077.402887458368, 705.8393790339314, 1026.4853541029668, 1183.2030862044685, 3392.4672409810496, 4454.123678194412, 3409.82104809983, 2710.2348092212005, 902.0341071870622, 2763.9122263640556, 806.2628582187647, 1368.1959778846046, 1194.8999245781915, 1169.951565417769, 913.5637639760944, 664.1311896956388, 6925.178000073955, 2232.477837984509, 1216.9255989861163, 5880.509303586167, 706.9980382490681, 814.618922774782, 1094.7093764995207, 766.0789610192417, 1254.2273024019928, 2029.2506481528287, 4860.9823967899765, 2351.7175027555686, 641.5151904792533, 2148.397658732925, 3028.401777750221, 1038.7635640125582, 3111.70966693349, 1232.7327356924554, 3184.139766614599, 2973.829571882028, 1065.9400670158918, 3501.0300834871628, 2682.8273753546655, 643.322003493507, 2185.3465152971844, 632.0690923209401, 1615.192995249557, 2423.0539376154447, 1583.6695056818262, 970.3962719766248, 1409.290645791917, 708.2356357502871, 652.7714494853017, 3537.3018737594894, 3269.232226687555, 632.3766653388258, 1600.9897345973093, 1326.241429108587, 2761.2598022628777, 1808.0944172939583, 2530.0666082568077, 2853.8907380311052, 2465.2021825586216, 3503.9136213654997, 4958.551667793847, 4378.211653854446, 1012.354720069518, 2439.637431787935, 1543.2062705240764, 834.1306587258379, 1046.866740444289, 1962.166317756535, 3531.547584820676, 5209.313950278293, 824.344916637513, 1343.9500874310133, 1310.2461865403386, 1662.7258786852456, 1226.8961059521428, 636.7124623020613, 953.2605741980597, 2925.7636600545857, 3720.40654260772, 2268.2192318623065, 2084.97205126485, 1221.5910577677525, 2740.090912457576, 5255.059699623917, 719.2779636966138, 840.6060081403791, 1026.495273170743, 695.4295544134737, 933.2876329706286, 1511.0809130065418, 1265.4031109546386, 846.5420677927964, 2881.206545210617, 2322.034338060448, 2128.4856671716434, 2242.2850714563006, 2501.9909370128867, 941.6543524497918, 690.5386952867874, 1201.9947946795814, 5600.1594343794395, 641.462729487301, 2359.7332434893747, 2930.2914694942156, 2964.5106482897436, 772.0928543844757, 1004.0157242428911, 2054.3278401050393, 628.3329810645313, 1129.6862831631104, 861.0922590098269, 2908.711948051764, 1002.5179468037026, 854.2768211876995, 1120.916492440715, 5525.456163216984, 633.9333994445037, 1384.2917058098074, 3011.3515935790906, 1709.5556492314884, 961.5009188017596, 1104.2405691616214, 1853.7708102053566, 2948.958318822234, 3134.056049593111, 3743.796621877292, 3210.1297026295274, 2828.2944332681295, 834.062754818674, 622.6768231260424, 661.6731277296193, 4280.97843242765, 822.6100490173425, 853.0192005155919, 2410.4533572856726, 1179.0142376048816, 708.2052232788853, 1866.1562976515663, 978.4940235515157, 881.4630736554242, 721.7695470530464, 813.1072319342837, 4098.421626679555, 4784.346846905407, 2423.0070007517434, 1868.7375773128852, 866.9729116297304, 916.0501520652301, 5136.246361750746, 722.2060117086571, 2706.5006733990826, 1590.2674137416577, 2327.0858456293763, 657.7959936989711, 2827.928966429146, 3168.1639986122223, 3235.718584026718, 1313.3410756129313, 3808.2591791261807, 2828.962623136758, 654.642669451058, 3284.1959017443833, 6900.154509990204, 748.9392122561393, 7042.964757491351, 2805.243481172539, 8003.281624793706, 4389.699925006591, 908.3261309361628, 3368.6761317412384, 900.3549015866711, 1793.8795699991338, 1976.108450254991, 695.6137919064953, 1427.79804790311, 4117.7138159005135, 1307.067718634981, 1377.33390566295, 4917.724531434136, 3816.6041120664668, 641.4397506839044, 1678.2060257728297, 3478.5533590157243, 3156.265589484801, 3276.9797712353966, 3951.6272216311086, 2610.331790967559, 778.411737223984, 698.13537038814, 2322.4027918865845, 3544.4992846076825, 2939.4272373353288, 2188.2108570382516, 5062.487229659186, 1149.7325390114993, 1182.2503676776785, 3027.8506423970216, 3118.820975055097, 2597.598739268333, 3116.799341930832, 701.1006060330728, 4534.446802253609, 1797.1369276816922, 1468.866283920845, 1194.843099564266, 4640.054632484533, 5239.650651926648, 1513.6825617700426, 2655.9827288643505, 803.9339704725265, 2130.9576748774202, 815.0191607738304, 895.4801946518596, 1251.6014840955152, 2586.2242352050052, 3470.477236600661, 3170.1815029813956, 1485.5587428438157, 3115.8595310649343, 1428.5618389743574, 1594.7876192769218, 1149.6983803824544, 3807.7688564322953, 1023.9010826501526, 747.7501134992996, 664.181436512858, 650.4076821211768, 2612.9328115082144, 1002.0811251207562, 1326.399402869468, 2012.461984767732, 1180.827174364295, 881.3832505558994, 1536.695539810257, 643.3264181564176, 721.7640622752504, 5899.396867352403, 1400.8823897053962, 2114.3906938147557, 3618.130732309616, 1594.3430027288243, 1191.8164391265288, 2029.7393334654598, 781.6693534646886, 2732.7840484742323, 1953.9074986401029, 1093.9283928786554, 693.2574316832158, 3150.8586105020167, 726.6253406828774, 1268.6555996821423, 774.5774131387188, 1132.9091432003654, 2168.1130216557217, 760.3043790650638, 630.6554837796683, 1348.605933635569, 915.1801289309424, 1142.2728020606924, 1126.6208585997952, 1429.7676912134223, 3088.171200478186, 1278.385816850976, 1863.6477823444702, 1139.7425952617275, 3676.4341095743116, 3111.7839425597617, 698.1046412339401, 641.471921904092, 4120.436750686493, 2334.795641184851, 2330.1903671737427, 3933.0216488556634, 2238.233256982998, 3720.397970505518, 3193.257905458927, 3583.890678307056, 754.7976672601471, 1455.76101611069, 4663.984474691621, 2958.5172081820488, 1160.8177489076536, 2967.610296179559, 2268.211965321702, 845.6432772411423, 3465.759336057904, 1429.6862941289146, 1188.868276723798, 1613.1592529909378, 1527.7052148718624, 2337.0023276981647, 788.3507479991478, 3133.1091072275667, 1182.4532419186344, 1468.5922840345188, 3785.9434438112016, 2202.891709436771, 9211.540768590397, 1498.7673860565621, 3653.358933728136, 3722.046563250302, 2014.98555729499, 1681.5771034056468, 1840.9741544250396, 3830.285957956971, 630.1207394087826, 2591.0960421044665, 1977.4634508760494, 2258.8564294043695, 1905.4526209847468, 1346.921491758376, 1615.1494743345793, 2724.8432092509524, 3150.4931810530434, 1735.1271978581267, 1954.5845617307907, 845.4282167700727, 2160.7927675579394, 3290.7570780018996, 1780.0380423018273, 5413.5410249665765, 3393.120813730005, 845.413073577617, 1643.14089458107, 1772.0577444779854, 1134.948868811689, 1521.1680114708, 3245.8256688204438, 2395.1848215637815, 1516.2117294628392, 2689.7433121339322, 860.3577752087466, 1175.878609164262, 1921.7801710250626, 1642.9530633142383, 1321.5187589390255, 868.1297839521867, 3946.053154802807, 4435.188433566443, 863.2915060545757, 3052.9112382376284, 2428.1447955903286, 1988.2932655356342, 2718.1639843424805, 877.6443355188477, 2281.482312441771, 1655.914246180712, 4342.519650839407, 2577.137539700524, 4708.40264267191, 2055.8156270447266, 1278.3983524840792, 1521.8663064460457, 3295.5619042664284, 4840.225433044314, 1628.4622365751632, 898.040438131008, 1887.7877944688894, 822.7551035322725, 1071.9490559034934, 824.3381790459039, 2023.7010155409507, 4897.1759068866995, 3290.760607527237, 1220.7930892996158, 4538.0823072202365, 1165.57988535596, 1326.2032919894746, 1421.5227958835476, 3375.997490501295, 3969.0226792948533, 3304.770160936777, 739.0452811076859, 1676.164302340775, 4882.840905999689, 3092.3758696148047, 2443.810729977765, 4291.965430283287, 1039.965690188588, 4192.070974878381, 4536.56679358027, 1105.638359793505, 1561.8314234694715, 894.8111367324009, 1027.6453927119, 748.301370249451, 1186.9516268771, 1545.5266756112826, 1187.261488321488, 3393.103410266908, 3724.7174095648984, 4172.407221838902, 743.4406653984073, 899.5908116666457, 2216.377476135063, 643.0564091945644, 1314.3563775301682, 893.2310968447591, 909.6451174336972, 2193.9289426098817, 845.4142526736194, 1553.170305866388, 2282.3977310439736, 1395.468376394364, 1904.4702222608457, 940.3653116125755, 1880.1395343472154, 709.5002216939839, 1443.7010364286027, 1608.8780345241553, 713.3163859315016, 1450.2547715141377, 2176.940839078465, 628.3358481131042, 4459.810717950424, 2958.495110808358, 675.7809971033531, 3553.7211089575853, 1944.132080478762, 4382.7554851573195, 1050.5048217027602, 3772.5640127686215, 753.6911248094436, 1326.2650732212091, 641.4692135194903, 5270.240576336503, 654.1049657660403, 845.6807586580051, 633.324066428956, 2208.7629430834004, 4853.35413197402, 1182.4318725154026, 3008.2103637046707, 678.2915372390827, 3743.7693253876023, 749.4387884659346, 1463.1869443722417, 3289.35169753553, 767.4263573040095, 2333.98055632252, 2171.0228944309924, 2587.6693105963195, 3801.264514557555, 2682.419700737412, 1373.1644067418106, 2199.4197659757056, 3881.543289938204, 744.0885898267325, 873.296155045755, 920.3260063429615, 3135.4977657336244, 1215.3693529860996, 2017.9052328568516, 1819.8884493042012, 834.0534801690134, 3116.8818423764833, 1885.820200517981, 2912.3250722695984, 1314.9009617672093, 2530.116856934701, 2800.9807273706324, 2314.2524826816602, 3629.0318076383546, 3099.258139860162, 1329.2946887724686, 1853.7872923927507, 4934.835663090144, 2125.703170766169, 973.8430287769564, 4517.011185538183, 6006.836625972952, 1644.3476283208101, 8003.281624793706, 4389.699925006591, 908.3261309361628, 3368.6761317412384, 900.3549015866711, 1793.8795699991338, 1976.108450254991, 695.6137919064953, 1427.79804790311, 4117.7138159005135, 1307.067718634981, 1377.33390566295, 4917.724531434136, 3816.6041120664668, 641.4397506839044, 1678.2060257728297, 3478.5533590157243, 3156.265589484801, 3276.9797712353966, 3951.6272216311086, 2610.331790967559, 778.411737223984, 698.13537038814, 2322.4027918865845, 3544.4992846076825, 2939.4272373353288, 2188.2108570382516, 5062.487229659186, 1149.7325390114993, 1182.2503676776785, 3027.8506423970216, 3118.820975055097, 2597.598739268333, 3116.799341930832, 701.1006060330728, 4534.446802253609, 1797.1369276816922, 1468.866283920845, 1194.843099564266, 4640.054632484533, 5239.650651926648, 1513.6825617700426, 2655.9827288643505, 803.9339704725265, 2130.9576748774202, 815.0191607738304, 895.4801946518596, 1251.6014840955152, 2586.2242352050052, 3470.477236600661, 3170.1815029813956, 1485.5587428438157, 3115.8595310649343, 1428.5618389743574, 1594.7876192769218, 1149.6983803824544, 3807.7688564322953, 1023.9010826501526, 747.7501134992996, 664.181436512858, 650.4076821211768, 2612.9328115082144, 1002.0811251207562, 1326.399402869468, 2012.461984767732, 1180.827174364295, 881.3832505558994, 1536.695539810257, 643.3264181564176, 721.7640622752504, 5899.396867352403, 1400.8823897053962, 2114.3906938147557, 3618.130732309616, 1594.3430027288243, 1191.8164391265288, 2029.7393334654598, 781.6693534646886, 2732.7840484742323, 1953.9074986401029, 1093.9283928786554, 693.2574316832158, 3150.8586105020167, 726.6253406828774, 1268.6555996821423, 774.5774131387188, 1132.9091432003654, 2168.1130216557217, 760.3043790650638, 630.6554837796683, 1348.605933635569, 915.1801289309424, 1142.2728020606924, 1126.6208585997952, 1429.7676912134223, 3088.171200478186, 1278.385816850976, 1863.6477823444702, 1139.7425952617275, 3676.4341095743116, 3111.7839425597617, 698.1046412339401, 641.471921904092, 4120.436750686493, 2334.795641184851, 2330.1903671737427, 3933.0216488556634, 2238.233256982998, 3720.397970505518, 3193.257905458927, 3583.890678307056, 754.7976672601471, 1455.76101611069, 4663.984474691621, 2958.5172081820488, 1160.8177489076536, 2967.610296179559, 2268.211965321702, 845.6432772411423, 3465.759336057904, 1429.6862941289146, 1188.868276723798, 1613.1592529909378, 1527.7052148718624, 2337.0023276981647, 788.3507479991478, 3133.1091072275667, 1182.4532419186344, 1468.5922840345188, 3785.9434438112016, 2202.891709436771, 9211.540768590397, 1498.7673860565621, 3653.358933728136, 3722.046563250302, 2014.98555729499, 1681.5771034056468, 1840.9741544250396, 3830.285957956971, 630.1207394087826, 2591.0960421044665, 1977.4634508760494, 2258.8564294043695, 1905.4526209847468, 1346.921491758376, 1615.1494743345793, 2724.8432092509524, 3150.4931810530434, 1735.1271978581267, 1954.5845617307907, 845.4282167700727, 2160.7927675579394, 3290.7570780018996, 1780.0380423018273, 5413.5410249665765, 3393.120813730005, 845.413073577617, 1643.14089458107, 1772.0577444779854, 1134.948868811689, 1521.1680114708, 3245.8256688204438, 2395.1848215637815, 1516.2117294628392, 2689.7433121339322, 860.3577752087466, 1175.878609164262, 1921.7801710250626, 1642.9530633142383, 1321.5187589390255, 868.1297839521867, 3946.053154802807, 4435.188433566443, 863.2915060545757, 3052.9112382376284, 2428.1447955903286, 1988.2932655356342, 2718.1639843424805, 877.6443355188477, 2281.482312441771, 1655.914246180712, 4342.519650839407, 2577.137539700524, 4708.40264267191, 2055.8156270447266, 1278.3983524840792, 1521.8663064460457, 3295.5619042664284, 4840.225433044314, 1628.4622365751632, 898.040438131008, 1887.7877944688894, 822.7551035322725, 1071.9490559034934, 824.3381790459039, 2023.7010155409507, 4897.1759068866995, 3290.760607527237, 1220.7930892996158, 4538.0823072202365, 1165.57988535596, 1326.2032919894746, 1421.5227958835476, 3375.997490501295, 3969.0226792948533, 3304.770160936777, 739.0452811076859, 1676.164302340775, 4882.840905999689, 3092.3758696148047, 2443.810729977765, 4291.965430283287, 1039.965690188588, 4192.070974878381, 4536.56679358027, 1105.638359793505, 1561.8314234694715, 894.8111367324009, 1027.6453927119, 748.301370249451, 1186.9516268771, 1545.5266756112826, 1187.261488321488, 3393.103410266908, 3724.7174095648984, 4172.407221838902, 743.4406653984073, 899.5908116666457, 2216.377476135063, 643.0564091945644, 1314.3563775301682, 893.2310968447591, 909.6451174336972, 2193.9289426098817, 845.4142526736194, 1553.170305866388, 2282.3977310439736, 1395.468376394364, 1904.4702222608457, 940.3653116125755, 1880.1395343472154, 709.5002216939839, 1443.7010364286027, 1608.8780345241553, 713.3163859315016, 1450.2547715141377, 2176.940839078465, 628.3358481131042, 4459.810717950424, 2958.495110808358, 675.7809971033531, 3553.7211089575853, 1944.132080478762, 4382.7554851573195, 1050.5048217027602, 3772.5640127686215, 753.6911248094436, 1326.2650732212091, 641.4692135194903, 5270.240576336503, 654.1049657660403, 845.6807586580051, 633.324066428956, 2208.7629430834004, 4853.35413197402, 1182.4318725154026, 3008.2103637046707, 678.2915372390827, 3743.7693253876023, 749.4387884659346, 1463.1869443722417, 3289.35169753553, 767.4263573040095, 2333.98055632252, 2171.0228944309924, 2587.6693105963195, 3801.264514557555, 2682.419700737412, 1373.1644067418106, 2199.4197659757056, 3881.543289938204, 744.0885898267325, 873.296155045755, 920.3260063429615, 3135.4977657336244, 1215.3693529860996, 2017.9052328568516, 1819.8884493042012, 834.0534801690134, 3116.8818423764833, 1885.820200517981, 2912.3250722695984, 1314.9009617672093, 2530.116856934701, 2800.9807273706324, 2314.2524826816602, 3629.0318076383546, 3099.258139860162, 1329.2946887724686, 1853.7872923927507, 4934.835663090144, 2125.703170766169, 973.8430287769564, 4517.011185538183, 6006.836625972952, 1644.3476283208101, 8003.281624793706, 4389.699925006591, 908.3261309361628, 3368.6761317412384, 900.3549015866711, 1793.8795699991338, 1976.108450254991, 695.6137919064953, 1427.79804790311, 4117.7138159005135, 1307.067718634981, 1377.33390566295, 4917.724531434136, 3816.6041120664668, 641.4397506839044, 1678.2060257728297, 3478.5533590157243, 3156.265589484801, 3276.9797712353966, 3951.6272216311086, 2610.331790967559, 778.411737223984, 698.13537038814, 2322.4027918865845, 3544.4992846076825, 2939.4272373353288, 2188.2108570382516, 5062.487229659186, 1149.7325390114993, 1182.2503676776785, 3027.8506423970216, 3118.820975055097, 2597.598739268333, 3116.799341930832, 701.1006060330728, 4534.446802253609, 1797.1369276816922, 1468.866283920845, 1194.843099564266, 4640.054632484533, 5239.650651926648, 1513.6825617700426, 2655.9827288643505, 803.9339704725265, 2130.9576748774202, 815.0191607738304, 895.4801946518596, 1251.6014840955152, 2586.2242352050052, 3470.477236600661, 3170.1815029813956, 1485.5587428438157, 3115.8595310649343, 1428.5618389743574, 1594.7876192769218, 1149.6983803824544, 3807.7688564322953, 1023.9010826501526, 747.7501134992996, 664.181436512858, 650.4076821211768, 2612.9328115082144, 1002.0811251207562, 1326.399402869468, 2012.461984767732, 1180.827174364295, 881.3832505558994, 1536.695539810257, 643.3264181564176, 721.7640622752504, 5899.396867352403, 1400.8823897053962, 2114.3906938147557, 3618.130732309616, 1594.3430027288243, 1191.8164391265288, 2029.7393334654598, 781.6693534646886, 2732.7840484742323, 1953.9074986401029, 1093.9283928786554, 693.2574316832158, 3150.8586105020167, 726.6253406828774, 1268.6555996821423, 774.5774131387188, 1132.9091432003654, 2168.1130216557217, 760.3043790650638, 630.6554837796683, 1348.605933635569, 915.1801289309424, 1142.2728020606924, 1126.6208585997952, 1429.7676912134223, 3088.171200478186, 1278.385816850976, 1863.6477823444702, 1139.7425952617275, 3676.4341095743116, 3111.7839425597617, 698.1046412339401, 641.471921904092, 4120.436750686493, 2334.795641184851, 2330.1903671737427, 3933.0216488556634, 2238.233256982998, 3720.397970505518, 3193.257905458927, 3583.890678307056, 754.7976672601471, 1455.76101611069, 4663.984474691621, 2958.5172081820488, 1160.8177489076536, 2967.610296179559, 2268.211965321702, 845.6432772411423, 3465.759336057904, 1429.6862941289146, 1188.868276723798, 1613.1592529909378, 1527.7052148718624, 2337.0023276981647, 788.3507479991478, 3133.1091072275667, 1182.4532419186344, 1468.5922840345188, 3785.9434438112016, 2202.891709436771, 9211.540768590397, 1498.7673860565621, 3653.358933728136, 3722.046563250302, 2014.98555729499, 1681.5771034056468, 1840.9741544250396, 3830.285957956971, 630.1207394087826, 2591.0960421044665, 1977.4634508760494, 2258.8564294043695, 1905.4526209847468, 1346.921491758376, 1615.1494743345793, 2724.8432092509524, 3150.4931810530434, 1735.1271978581267, 1954.5845617307907, 845.4282167700727, 2160.7927675579394, 3290.7570780018996, 1780.0380423018273, 5413.5410249665765, 3393.120813730005, 845.413073577617, 1643.14089458107, 1772.0577444779854, 1134.948868811689, 1521.1680114708, 3245.8256688204438, 2395.1848215637815, 1516.2117294628392, 2689.7433121339322, 860.3577752087466, 1175.878609164262, 1921.7801710250626, 1642.9530633142383, 1321.5187589390255, 868.1297839521867, 3946.053154802807, 4435.188433566443, 863.2915060545757, 3052.9112382376284, 2428.1447955903286, 1988.2932655356342, 2718.1639843424805, 877.6443355188477, 2281.482312441771, 1655.914246180712, 4342.519650839407, 2577.137539700524, 4708.40264267191, 2055.8156270447266, 1278.3983524840792, 1521.8663064460457, 3295.5619042664284, 4840.225433044314, 1628.4622365751632, 898.040438131008, 1887.7877944688894, 822.7551035322725, 1071.9490559034934, 824.3381790459039, 2023.7010155409507, 4897.1759068866995, 3290.760607527237, 1220.7930892996158, 4538.0823072202365, 1165.57988535596, 1326.2032919894746, 1421.5227958835476, 3375.997490501295, 3969.0226792948533, 3304.770160936777, 739.0452811076859, 1676.164302340775, 4882.840905999689, 3092.3758696148047, 2443.810729977765, 4291.965430283287, 1039.965690188588, 4192.070974878381, 4536.56679358027, 1105.638359793505, 1561.8314234694715, 894.8111367324009, 1027.6453927119, 748.301370249451, 1186.9516268771, 1545.5266756112826, 1187.261488321488, 3393.103410266908, 3724.7174095648984, 4172.407221838902, 743.4406653984073, 899.5908116666457, 2216.377476135063, 643.0564091945644, 1314.3563775301682, 893.2310968447591, 909.6451174336972, 2193.9289426098817, 845.4142526736194, 1553.170305866388, 2282.3977310439736, 1395.468376394364, 1904.4702222608457, 940.3653116125755, 1880.1395343472154, 709.5002216939839, 1443.7010364286027, 1608.8780345241553, 713.3163859315016, 1450.2547715141377, 2176.940839078465, 628.3358481131042, 4459.810717950424, 2958.495110808358, 675.7809971033531, 3553.7211089575853, 1944.132080478762, 4382.7554851573195, 1050.5048217027602, 3772.5640127686215, 753.6911248094436, 1326.2650732212091, 641.4692135194903, 5270.240576336503, 654.1049657660403, 845.6807586580051, 633.324066428956, 2208.7629430834004, 4853.35413197402, 1182.4318725154026, 3008.2103637046707, 678.2915372390827, 3743.7693253876023, 749.4387884659346, 1463.1869443722417, 3289.35169753553, 767.4263573040095, 2333.98055632252, 2171.0228944309924, 2587.6693105963195, 3801.264514557555, 2682.419700737412, 1373.1644067418106, 2199.4197659757056, 3881.543289938204, 744.0885898267325, 873.296155045755, 920.3260063429615, 3135.4977657336244, 1215.3693529860996, 2017.9052328568516, 1819.8884493042012, 834.0534801690134, 3116.8818423764833, 1885.820200517981, 2912.3250722695984, 1314.9009617672093, 2530.116856934701, 2800.9807273706324, 2314.2524826816602, 3629.0318076383546, 3099.258139860162, 1329.2946887724686, 1853.7872923927507, 4934.835663090144, 2125.703170766169, 973.8430287769564, 4517.011185538183, 6006.836625972952, 1644.3476283208101, 8003.281624793706, 4389.699925006591, 908.3261309361628, 3368.6761317412384, 900.3549015866711, 1793.8795699991338, 1976.108450254991, 695.6137919064953, 1427.79804790311, 4117.7138159005135, 1307.067718634981, 1377.33390566295, 4917.724531434136, 3816.6041120664668, 641.4397506839044, 1678.2060257728297, 3478.5533590157243, 3156.265589484801, 3276.9797712353966, 3951.6272216311086, 2610.331790967559, 778.411737223984, 698.13537038814, 2322.4027918865845, 3544.4992846076825, 2939.4272373353288, 2188.2108570382516, 5062.487229659186, 1149.7325390114993, 1182.2503676776785, 3027.8506423970216, 3118.820975055097, 2597.598739268333, 3116.799341930832, 701.1006060330728, 4534.446802253609, 1797.1369276816922, 1468.866283920845, 1194.843099564266, 4640.054632484533, 5239.650651926648, 1513.6825617700426, 2655.9827288643505, 803.9339704725265, 2130.9576748774202, 815.0191607738304, 895.4801946518596, 1251.6014840955152, 2586.2242352050052, 3470.477236600661, 3170.1815029813956, 1485.5587428438157, 3115.8595310649343, 1428.5618389743574, 1594.7876192769218, 1149.6983803824544, 3807.7688564322953, 1023.9010826501526, 747.7501134992996, 664.181436512858, 650.4076821211768, 2612.9328115082144, 1002.0811251207562, 1326.399402869468, 2012.461984767732, 1180.827174364295, 881.3832505558994, 1536.695539810257, 643.3264181564176, 721.7640622752504, 5899.396867352403, 1400.8823897053962, 2114.3906938147557, 3618.130732309616, 1594.3430027288243, 1191.8164391265288, 2029.7393334654598, 781.6693534646886, 2732.7840484742323, 1953.9074986401029, 1093.9283928786554, 693.2574316832158, 3150.8586105020167, 726.6253406828774, 1268.6555996821423, 774.5774131387188, 1132.9091432003654, 2168.1130216557217, 760.3043790650638, 630.6554837796683, 1348.605933635569, 915.1801289309424, 1142.2728020606924, 1126.6208585997952, 1429.7676912134223, 3088.171200478186, 1278.385816850976, 1863.6477823444702, 1139.7425952617275, 3676.4341095743116, 3111.7839425597617, 698.1046412339401, 641.471921904092, 4120.436750686493, 2334.795641184851, 2330.1903671737427, 3933.0216488556634, 2238.233256982998, 3720.397970505518, 3193.257905458927, 3583.890678307056, 754.7976672601471, 1455.76101611069, 4663.984474691621, 2958.5172081820488, 1160.8177489076536, 2967.610296179559, 2268.211965321702, 845.6432772411423, 3465.759336057904, 1429.6862941289146, 1188.868276723798, 1613.1592529909378, 1527.7052148718624, 2337.0023276981647, 788.3507479991478, 3133.1091072275667, 1182.4532419186344, 1468.5922840345188, 3785.9434438112016, 2202.891709436771, 9211.540768590397, 1498.7673860565621, 3653.358933728136, 3722.046563250302, 2014.98555729499, 1681.5771034056468, 1840.9741544250396, 3830.285957956971, 630.1207394087826, 2591.0960421044665, 1977.4634508760494, 2258.8564294043695, 1905.4526209847468, 1346.921491758376, 1615.1494743345793, 2724.8432092509524, 3150.4931810530434, 1735.1271978581267, 1954.5845617307907, 845.4282167700727, 2160.7927675579394, 3290.7570780018996, 1780.0380423018273, 5413.5410249665765, 3393.120813730005, 845.413073577617, 1643.14089458107, 1772.0577444779854, 1134.948868811689, 1521.1680114708, 3245.8256688204438, 2395.1848215637815, 1516.2117294628392, 2689.7433121339322, 860.3577752087466, 1175.878609164262, 1921.7801710250626, 1642.9530633142383, 1321.5187589390255, 868.1297839521867, 3946.053154802807, 4435.188433566443, 863.2915060545757, 3052.9112382376284, 2428.1447955903286, 1988.2932655356342, 2718.1639843424805, 877.6443355188477, 2281.482312441771, 1655.914246180712, 4342.519650839407, 2577.137539700524, 4708.40264267191, 2055.8156270447266, 1278.3983524840792, 1521.8663064460457, 3295.5619042664284, 4840.225433044314, 1628.4622365751632, 898.040438131008, 1887.7877944688894, 822.7551035322725, 1071.9490559034934, 824.3381790459039, 2023.7010155409507, 4897.1759068866995, 3290.760607527237, 1220.7930892996158, 4538.0823072202365, 1165.57988535596, 1326.2032919894746, 1421.5227958835476, 3375.997490501295, 3969.0226792948533, 3304.770160936777, 739.0452811076859, 1676.164302340775, 4882.840905999689, 3092.3758696148047, 2443.810729977765, 4291.965430283287, 1039.965690188588, 4192.070974878381, 4536.56679358027, 1105.638359793505, 1561.8314234694715, 894.8111367324009, 1027.6453927119, 748.301370249451, 1186.9516268771, 1545.5266756112826, 1187.261488321488, 3393.103410266908, 3724.7174095648984, 4172.407221838902, 743.4406653984073, 899.5908116666457, 2216.377476135063, 643.0564091945644, 1314.3563775301682, 893.2310968447591, 909.6451174336972, 2193.9289426098817, 845.4142526736194, 1553.170305866388, 2282.3977310439736, 1395.468376394364, 1904.4702222608457, 940.3653116125755, 1880.1395343472154, 709.5002216939839, 1443.7010364286027, 1608.8780345241553, 713.3163859315016, 1450.2547715141377, 2176.940839078465, 628.3358481131042, 4459.810717950424, 2958.495110808358, 675.7809971033531, 3553.7211089575853, 1944.132080478762, 4382.7554851573195, 1050.5048217027602, 3772.5640127686215, 753.6911248094436, 1326.2650732212091, 641.4692135194903, 5270.240576336503, 654.1049657660403, 845.6807586580051, 633.324066428956, 2208.7629430834004, 4853.35413197402, 1182.4318725154026, 3008.2103637046707, 678.2915372390827, 3743.7693253876023, 749.4387884659346, 1463.1869443722417, 3289.35169753553, 767.4263573040095, 2333.98055632252, 2171.0228944309924, 2587.6693105963195, 3801.264514557555, 2682.419700737412, 1373.1644067418106, 2199.4197659757056, 3881.543289938204, 744.0885898267325, 873.296155045755, 920.3260063429615, 3135.4977657336244, 1215.3693529860996, 2017.9052328568516, 1819.8884493042012, 834.0534801690134, 3116.8818423764833, 1885.820200517981, 2912.3250722695984, 1314.9009617672093, 2530.116856934701, 2800.9807273706324, 2314.2524826816602, 3629.0318076383546, 3099.258139860162, 1329.2946887724686, 1853.7872923927507, 4934.835663090144, 2125.703170766169, 973.8430287769564, 4517.011185538183, 6006.836625972952, 1644.3476283208101], \"y\": [76.08111439269027, -72.06067846013862, -6.281183030835793, 76.22122993497607, -36.144507787999935, -15.884378619762835, 96.97628605597957, -28.1650430580101, 63.17640064768688, 22.694539776168607, 47.929656905527565, -17.246174601367386, 35.58164856534503, -44.8084178112888, 22.50664028535725, -3.841538652519955, 84.7769678749611, -24.79570837699991, 2.7311509021338645, -27.158570433043206, 41.96915540486768, 15.952752165510523, -5.785095591786827, 11.046089573860847, -8.428834493949894, 13.360657250985206, -37.000814588611796, 23.162945194586356, 2.017076500967705, 49.94026515871094, -59.669590732449954, 11.74012631378957, 19.118996599934686, -4.444388235851547, 31.124559035536944, -81.91175446288254, -17.293388353684534, -40.36080631899433, -3.5262868431140575, -0.618445684638991, 64.2991265674188, 52.95419943168606, 57.682862855170946, 25.457957042600363, -13.149432701405068, -2.4267100924386127, 0.1291008712180473, -1.0450042200834433, -68.70132877394276, 31.93814267163003, 69.85019090006195, 3.2595321213552224, -19.202104180022047, 17.481511682439777, 24.773314196383982, -2.154497292171459, -58.0914634851683, 60.9464782282073, 17.8785862967402, 31.347935865368726, -12.198123939669438, -48.10971328039693, -33.28854962200903, 21.39774293842129, -29.814783179879505, 2.9529624448225276, 13.54129846510475, 28.697132527313766, -19.141235758267552, 66.0617605162287, 74.93098396054744, 11.772473632111941, 56.86135988545876, -2.7333605471939397, -65.4001199834901, 26.662456448996867, 23.28555742136614, 46.494739553488714, -75.30445327500493, 4.782358104810501, -46.202694230296906, 30.074404907543517, 10.25794678770086, -2.497316303303838, -14.577861796103694, -75.67572535599916, -51.90208551326694, -31.73656009399853, 34.435620550582485, 76.00638864947787, 17.558079283973488, -29.129586057930958, -41.384301503754166, -87.26416698402663, 24.744144429815154, -35.542862774338694, 39.165646654302236, -26.729380321741083, 72.44712055566104, -58.75695706651875, -64.11069452712404, -8.012299636188203, -51.09371754493112, -12.944405814097912, 17.498102521672596, 36.30455588843458, 49.8749210032368, 9.943012758319181, -39.47485788146865, -19.527374333029417, -34.93345561052318, 40.3024830343894, 53.055948268828345, 1.426966527726607, -81.64049931024356, -19.93711249492615, 6.160377039762861, 29.33935829332576, 23.6068070927503, -38.773095215617026, -13.428891385961299, 27.613137430515394, 56.95801287555089, 16.210120704150977, -9.070488605408116, 35.6975410849313, -3.5434466274602454, -36.267236824292056, -11.473900491593545, -29.658708520331434, 17.567075562705202, 59.76990232876924, 43.50343621628333, -45.40873520257805, 13.40915821535205, -2.7277474708588736, 21.545928638926757, -15.588888902418915, 58.83938201170995, 52.85303054714448, 14.139060162535113, 94.98656017484431, -32.08278522096677, 13.819730558597021, -26.90641785724331, -15.790351425576752, 80.13708385123574, -80.85658449079226, 25.22810628639409, 76.59758341255363, 31.651237087879053, 16.57128301167033, 80.20405518229586, 10.539705957168929, -47.33531256865882, 17.476305782672817, -48.86508758521348, 71.3854386867735, -42.033476901733934, -64.22294543280474, 24.224116962393776, -55.30903318874668, 16.928405595696855, 23.266148320604792, -6.459043328694719, -19.865545483452454, -7.727543315250068, 37.78741069513478, 23.098248922806743, 104.18162431286817, 18.02237815059494, 52.82702668063756, 7.3256622479442655, -53.46390176817321, -19.520357482887658, -42.477376019529395, 11.850562659702147, -4.596942575047689, -21.90764500473431, 23.82446226271518, -87.99557679424267, -42.0164628240465, 48.59595603476537, -56.13721839867796, -20.522611073290864, -12.229354118423021, 30.503063085432487, 22.648363611381782, -62.83477044056456, -13.144748414636751, -21.061279316544475, 18.247974599148638, 78.65556730549586, 22.540649880950138, -58.805029187070915, 50.743640668392175, 6.66729042830879, -77.10607078960318, 32.3271369251363, -87.17822327598361, 84.48764405445988, -1.792397449763198, -16.365911896538204, -23.32496790070581, 50.833224593615455, -14.270918553827158, -38.28150608589467, 37.07198629192532, 0.04973193999508631, -46.74900210360696, -40.306457876069096, -55.08958553238002, -55.85674455147786, 77.36417311920748, 18.078691852592065, -49.91418084777795, 50.685466733342636, -24.24626230470711, -22.05636731444153, 10.628324258478411, 52.14196110051513, 62.81530987525307, -20.818263866315004, -24.944153877217396, 70.18857823142041, 37.022621275309035, -29.060134133409903, 3.27885392456156, -48.19501395492505, 12.41261067443728, 50.103589899895766, -20.90873799268581, -40.217776859658, -14.562193688244745, 25.889639921697263, -0.42864606080961776, 84.7804024067984, -79.0734314987642, -57.695260940200974, 29.98968794880769, 17.514488244637654, -65.0999078050598, -52.68842088714308, -85.7970055099583, -61.08722639117053, -5.277110599146957, 34.15250565799054, 8.37461697979615, -32.77196225389121, -21.80469951115102, 57.873957402267585, -19.485165512150413, -21.60906049586111, 29.544368543963312, -14.181249218397067, -89.60483223988228, 19.211547776965222, -57.63416281374731, -39.80126513740209, -77.43558921371766, -50.898811433240404, 1.9391247174487798, -7.859681642787392, -12.75094889405872, -44.29959949608026, 44.88857283055004, 15.65865709880298, -38.974882507034025, -32.14554031554963, -27.241909510009236, -17.772031844765284, -17.728874649302902, 50.796592661825755, -22.290987797909192, 32.25571397237778, -40.51336309788518, -68.21788049200595, 51.81421960194004, -22.227776304472663, 36.39784159149504, -45.976172396245005, -34.6107580373062, 52.265402611926035, 17.46587116693926, -32.52040471042511, -22.125975515552764, -40.75085818645689, 37.61719054638422, 5.7783640054608485, -39.02498569141774, -45.18527560990958, -7.17834408696304, -30.507846544731994, 18.35249362973897, -61.68646463110812, -5.205244394483353, 99.23276262586447, -43.56227076213416, 100.25463750102934, -3.8105387651595937, 80.3916424575126, -9.361959925248991, -26.574614789590964, -50.80152074544957, -67.63979110228286, -19.073642443369113, -72.55904475378884, 39.99961442697298, 11.461449758831511, -25.746801354056224, -43.28132595445414, -41.91166918870928, -33.41644177378737, 32.124072725661904, -3.513559459223609, -62.37579976191585, 15.820729506547684, 16.56387096995715, -42.91860617239094, -29.903432695327364, 32.70366849261275, -60.551280108178005, -11.90191333003939, 14.058117179194316, 58.72783878302384, -81.307352772878, -71.1233681683577, -18.412165614502854, -1.6465683007714407, 5.631463556700632, 56.68781555160725, 90.20567856083937, 11.444509483795194, 24.159330646652496, 4.023878078917591, 4.075230581086415, -17.986128906321138, -52.25476044605657, 1.3598388895035027, 0.3653388023830812, -5.183292296792529, -44.62568456074794, 22.05253908999609, -47.795310271934326, -77.35661964787636, 60.62359240666302, -95.49654064738995, 10.11870064199787, -34.032801242304615, -13.6370674410734, 31.438824318680975, -10.32155915313232, -63.58514353018141, 16.07224295406744, -5.417896442332687, 57.13082385006479, -2.9242306827127695, 28.927380599610423, 67.29540217294742, -53.8408636497546, -42.320852289760595, 22.07135698262003, 37.98147987613699, -32.465437971935515, -5.5508246563278565, -39.875094848960885, 69.15144694916935, 6.898402835650353, -23.367867693229897, -5.774529663681077, -61.65659253197253, 29.63506602885999, 24.102035341461583, -89.59728354245333, -5.483568274929196, 68.87776952830517, 49.60274770620525, 8.666210942952386, 6.3982450736238405, 8.661031924044359, 74.69790988836627, -36.97780577341706, 26.912328052552645, 5.297480214567139, 8.10067865987411, -18.687010914194033, 76.83649447648307, 92.41150110616718, 3.8556189103779177, 13.576030048377357, 25.45199427394948, -74.54989226610772, -44.128470712477736, -7.108917855078728, -35.38102945548376, 14.30653619219871, 12.644083156070751, 15.86855789188405, 36.20642633862853, 7.291072056156745, 2.017926544799036, 4.488893087047146, -38.22746794925978, 7.345853241058358, 25.41365868193579, 18.129176385107137, -90.46900355627506, -41.50691195649872, 23.096457827542686, -54.97208305856272, -19.349913659258544, 36.79673270403926, 31.539928330675423, 44.84071327989902, 0.3957285217373275, 75.61149773726552, 79.91678744919857, -25.88586059849741, 14.574764874801666, 94.27775274569714, -2.8479911558488205, 24.19332788712736, 45.11366653694263, 38.413762865640834, -29.550092360283003, -82.34684083214486, 23.584711624215288, -59.88262634172047, 8.50060361934586, 28.85678609886871, 7.768161178199362, -12.558801771907152, -38.350055444314926, 11.518986449217984, 32.11697829383913, -14.239234868072446, -28.166038824729426, 13.605228752393353, 54.572090698001304, 16.06046385401778, -100.55340060748658, 0.29774773873463833, 21.268560560504962, 38.420523136665004, 21.49476728806058, -4.4595118302671395, 51.60702394069446, 3.441652851287994, 8.075989072462164, 11.162265976019249, 20.358271920798998, 80.7335694616811, -59.59397322924817, -18.655295065795013, -19.608413824574104, 36.65975347569158, -69.50424332622008, -2.0798351617985262, -27.44381312799592, 98.37903521966983, -35.703797583095934, 62.00407875674874, -55.810435236438174, 18.471619816149193, 23.914680524139204, -43.17569977661701, -27.686048909743665, 47.604305647196135, 46.9610346447184, 41.83293301212698, 26.14770025027862, 25.828587397151264, 33.2779870757595, 34.486587297564164, -9.334275999087957, 31.255395525553713, 33.179342756886896, -82.82566853123818, 38.40580885666094, 26.35309998532855, 13.662657825714131, 27.111690841697655, -20.92021216244999, 15.440672234865795, -10.330427520011398, -66.87588949444498, 19.598909007531923, -37.28507691658796, 32.035992304421, -0.27345078589763955, -35.94102434162664, 51.822943639837, -53.019157764061376, -11.216729133999891, -18.461840221113388, -44.250741769827975, 55.550912999398584, 19.827005088974865, 4.180428737081343, 52.99362263437873, -2.6520664296303544, -59.8474063419114, -21.191475972974114, -40.27703875890654, -4.894574663747203, 2.40351223371399, 88.45724873914128, -61.36996261701676, -20.326620483606817, -50.536673568341335, 13.703006401084004, -37.200031600576864, -22.47150930154597, 89.4517440316249, 48.17204219215143, -1.322316425112719, 94.30492225455912, 10.231219070776525, 40.61279142606222, 17.195470196701038, 16.8426973144024, 63.61796073592057, 73.67259310602502, 24.949208771687427, 25.89240740325838, 46.125265913390024, 35.02778569313284, -12.148102160111545, 20.628853914740247, -18.296088186321896, -48.89930101055522, -11.72741908807698, -33.09858998384286, 102.85975904069723, 76.90236786933256, 17.52282617680539, 1.7426163453808117, -29.35168581281806, 41.05763237688195, 91.85884442838812, 3.3250724548223105, -41.74455992265264, 3.5253631990003442, 22.42135666350899, -2.2243364347921446, 48.05879244207704, 79.71329251224569, 12.548777945186279, 19.676265934305082, -28.040407224987884, -34.45798671985194, -40.92756501260584, 12.857848673316019, -61.56876111627566, 107.0138124235781, 33.34517898849655, 37.16069269149777, -3.645572682866026, 2.129018847319689, 22.754200122386617, 11.323454104300167, -41.45260694939004, 28.246082354841484, -46.47677306233544, 73.60273590250712, -47.22437765037062, -46.36137943974618, 60.811904591205725, 70.52731437182611, 58.81594992519179, 38.82794760864673, -59.37259941605854, 67.75176044003788, -68.39713247849421, -7.166980517195355, -16.2063882530825, 48.220551890783305, 36.27761780983901, -15.939164440106154, 5.8304473455053465, 41.14367908914787, -65.34581253244374, 18.834016782021152, -14.680046970629606, -1.9638804356245536, 11.83408334591397, 52.244708413229496, -18.121319897538346, 37.23966953264291, -22.340676272832212, -44.505040985687955, 34.19474781462954, -23.636217512659982, 58.83095791035574, -50.50994088431448, 68.65166914101835, -15.70845317380457, -63.7023603096845, -26.96431492281954, -20.7907762732936, -61.68646463110812, -5.205244394483353, 99.23276262586447, -43.56227076213416, 100.25463750102934, -3.8105387651595937, 80.3916424575126, -9.361959925248991, -26.574614789590964, -50.80152074544957, -67.63979110228286, -19.073642443369113, -72.55904475378884, 39.99961442697298, 11.461449758831511, -25.746801354056224, -43.28132595445414, -41.91166918870928, -33.41644177378737, 32.124072725661904, -3.513559459223609, -62.37579976191585, 15.820729506547684, 16.56387096995715, -42.91860617239094, -29.903432695327364, 32.70366849261275, -60.551280108178005, -11.90191333003939, 14.058117179194316, 58.72783878302384, -81.307352772878, -71.1233681683577, -18.412165614502854, -1.6465683007714407, 5.631463556700632, 56.68781555160725, 90.20567856083937, 11.444509483795194, 24.159330646652496, 4.023878078917591, 4.075230581086415, -17.986128906321138, -52.25476044605657, 1.3598388895035027, 0.3653388023830812, -5.183292296792529, -44.62568456074794, 22.05253908999609, -47.795310271934326, -77.35661964787636, 60.62359240666302, -95.49654064738995, 10.11870064199787, -34.032801242304615, -13.6370674410734, 31.438824318680975, -10.32155915313232, -63.58514353018141, 16.07224295406744, -5.417896442332687, 57.13082385006479, -2.9242306827127695, 28.927380599610423, 67.29540217294742, -53.8408636497546, -42.320852289760595, 22.07135698262003, 37.98147987613699, -32.465437971935515, -5.5508246563278565, -39.875094848960885, 69.15144694916935, 6.898402835650353, -23.367867693229897, -5.774529663681077, -61.65659253197253, 29.63506602885999, 24.102035341461583, -89.59728354245333, -5.483568274929196, 68.87776952830517, 49.60274770620525, 8.666210942952386, 6.3982450736238405, 8.661031924044359, 74.69790988836627, -36.97780577341706, 26.912328052552645, 5.297480214567139, 8.10067865987411, -18.687010914194033, 76.83649447648307, 92.41150110616718, 3.8556189103779177, 13.576030048377357, 25.45199427394948, -74.54989226610772, -44.128470712477736, -7.108917855078728, -35.38102945548376, 14.30653619219871, 12.644083156070751, 15.86855789188405, 36.20642633862853, 7.291072056156745, 2.017926544799036, 4.488893087047146, -38.22746794925978, 7.345853241058358, 25.41365868193579, 18.129176385107137, -90.46900355627506, -41.50691195649872, 23.096457827542686, -54.97208305856272, -19.349913659258544, 36.79673270403926, 31.539928330675423, 44.84071327989902, 0.3957285217373275, 75.61149773726552, 79.91678744919857, -25.88586059849741, 14.574764874801666, 94.27775274569714, -2.8479911558488205, 24.19332788712736, 45.11366653694263, 38.413762865640834, -29.550092360283003, -82.34684083214486, 23.584711624215288, -59.88262634172047, 8.50060361934586, 28.85678609886871, 7.768161178199362, -12.558801771907152, -38.350055444314926, 11.518986449217984, 32.11697829383913, -14.239234868072446, -28.166038824729426, 13.605228752393353, 54.572090698001304, 16.06046385401778, -100.55340060748658, 0.29774773873463833, 21.268560560504962, 38.420523136665004, 21.49476728806058, -4.4595118302671395, 51.60702394069446, 3.441652851287994, 8.075989072462164, 11.162265976019249, 20.358271920798998, 80.7335694616811, -59.59397322924817, -18.655295065795013, -19.608413824574104, 36.65975347569158, -69.50424332622008, -2.0798351617985262, -27.44381312799592, 98.37903521966983, -35.703797583095934, 62.00407875674874, -55.810435236438174, 18.471619816149193, 23.914680524139204, -43.17569977661701, -27.686048909743665, 47.604305647196135, 46.9610346447184, 41.83293301212698, 26.14770025027862, 25.828587397151264, 33.2779870757595, 34.486587297564164, -9.334275999087957, 31.255395525553713, 33.179342756886896, -82.82566853123818, 38.40580885666094, 26.35309998532855, 13.662657825714131, 27.111690841697655, -20.92021216244999, 15.440672234865795, -10.330427520011398, -66.87588949444498, 19.598909007531923, -37.28507691658796, 32.035992304421, -0.27345078589763955, -35.94102434162664, 51.822943639837, -53.019157764061376, -11.216729133999891, -18.461840221113388, -44.250741769827975, 55.550912999398584, 19.827005088974865, 4.180428737081343, 52.99362263437873, -2.6520664296303544, -59.8474063419114, -21.191475972974114, -40.27703875890654, -4.894574663747203, 2.40351223371399, 88.45724873914128, -61.36996261701676, -20.326620483606817, -50.536673568341335, 13.703006401084004, -37.200031600576864, -22.47150930154597, 89.4517440316249, 48.17204219215143, -1.322316425112719, 94.30492225455912, 10.231219070776525, 40.61279142606222, 17.195470196701038, 16.8426973144024, 63.61796073592057, 73.67259310602502, 24.949208771687427, 25.89240740325838, 46.125265913390024, 35.02778569313284, -12.148102160111545, 20.628853914740247, -18.296088186321896, -48.89930101055522, -11.72741908807698, -33.09858998384286, 102.85975904069723, 76.90236786933256, 17.52282617680539, 1.7426163453808117, -29.35168581281806, 41.05763237688195, 91.85884442838812, 3.3250724548223105, -41.74455992265264, 3.5253631990003442, 22.42135666350899, -2.2243364347921446, 48.05879244207704, 79.71329251224569, 12.548777945186279, 19.676265934305082, -28.040407224987884, -34.45798671985194, -40.92756501260584, 12.857848673316019, -61.56876111627566, 107.0138124235781, 33.34517898849655, 37.16069269149777, -3.645572682866026, 2.129018847319689, 22.754200122386617, 11.323454104300167, -41.45260694939004, 28.246082354841484, -46.47677306233544, 73.60273590250712, -47.22437765037062, -46.36137943974618, 60.811904591205725, 70.52731437182611, 58.81594992519179, 38.82794760864673, -59.37259941605854, 67.75176044003788, -68.39713247849421, -7.166980517195355, -16.2063882530825, 48.220551890783305, 36.27761780983901, -15.939164440106154, 5.8304473455053465, 41.14367908914787, -65.34581253244374, 18.834016782021152, -14.680046970629606, -1.9638804356245536, 11.83408334591397, 52.244708413229496, -18.121319897538346, 37.23966953264291, -22.340676272832212, -44.505040985687955, 34.19474781462954, -23.636217512659982, 58.83095791035574, -50.50994088431448, 68.65166914101835, -15.70845317380457, -63.7023603096845, -26.96431492281954, -20.7907762732936, -61.68646463110812, -5.205244394483353, 99.23276262586447, -43.56227076213416, 100.25463750102934, -3.8105387651595937, 80.3916424575126, -9.361959925248991, -26.574614789590964, -50.80152074544957, -67.63979110228286, -19.073642443369113, -72.55904475378884, 39.99961442697298, 11.461449758831511, -25.746801354056224, -43.28132595445414, -41.91166918870928, -33.41644177378737, 32.124072725661904, -3.513559459223609, -62.37579976191585, 15.820729506547684, 16.56387096995715, -42.91860617239094, -29.903432695327364, 32.70366849261275, -60.551280108178005, -11.90191333003939, 14.058117179194316, 58.72783878302384, -81.307352772878, -71.1233681683577, -18.412165614502854, -1.6465683007714407, 5.631463556700632, 56.68781555160725, 90.20567856083937, 11.444509483795194, 24.159330646652496, 4.023878078917591, 4.075230581086415, -17.986128906321138, -52.25476044605657, 1.3598388895035027, 0.3653388023830812, -5.183292296792529, -44.62568456074794, 22.05253908999609, -47.795310271934326, -77.35661964787636, 60.62359240666302, -95.49654064738995, 10.11870064199787, -34.032801242304615, -13.6370674410734, 31.438824318680975, -10.32155915313232, -63.58514353018141, 16.07224295406744, -5.417896442332687, 57.13082385006479, -2.9242306827127695, 28.927380599610423, 67.29540217294742, -53.8408636497546, -42.320852289760595, 22.07135698262003, 37.98147987613699, -32.465437971935515, -5.5508246563278565, -39.875094848960885, 69.15144694916935, 6.898402835650353, -23.367867693229897, -5.774529663681077, -61.65659253197253, 29.63506602885999, 24.102035341461583, -89.59728354245333, -5.483568274929196, 68.87776952830517, 49.60274770620525, 8.666210942952386, 6.3982450736238405, 8.661031924044359, 74.69790988836627, -36.97780577341706, 26.912328052552645, 5.297480214567139, 8.10067865987411, -18.687010914194033, 76.83649447648307, 92.41150110616718, 3.8556189103779177, 13.576030048377357, 25.45199427394948, -74.54989226610772, -44.128470712477736, -7.108917855078728, -35.38102945548376, 14.30653619219871, 12.644083156070751, 15.86855789188405, 36.20642633862853, 7.291072056156745, 2.017926544799036, 4.488893087047146, -38.22746794925978, 7.345853241058358, 25.41365868193579, 18.129176385107137, -90.46900355627506, -41.50691195649872, 23.096457827542686, -54.97208305856272, -19.349913659258544, 36.79673270403926, 31.539928330675423, 44.84071327989902, 0.3957285217373275, 75.61149773726552, 79.91678744919857, -25.88586059849741, 14.574764874801666, 94.27775274569714, -2.8479911558488205, 24.19332788712736, 45.11366653694263, 38.413762865640834, -29.550092360283003, -82.34684083214486, 23.584711624215288, -59.88262634172047, 8.50060361934586, 28.85678609886871, 7.768161178199362, -12.558801771907152, -38.350055444314926, 11.518986449217984, 32.11697829383913, -14.239234868072446, -28.166038824729426, 13.605228752393353, 54.572090698001304, 16.06046385401778, -100.55340060748658, 0.29774773873463833, 21.268560560504962, 38.420523136665004, 21.49476728806058, -4.4595118302671395, 51.60702394069446, 3.441652851287994, 8.075989072462164, 11.162265976019249, 20.358271920798998, 80.7335694616811, -59.59397322924817, -18.655295065795013, -19.608413824574104, 36.65975347569158, -69.50424332622008, -2.0798351617985262, -27.44381312799592, 98.37903521966983, -35.703797583095934, 62.00407875674874, -55.810435236438174, 18.471619816149193, 23.914680524139204, -43.17569977661701, -27.686048909743665, 47.604305647196135, 46.9610346447184, 41.83293301212698, 26.14770025027862, 25.828587397151264, 33.2779870757595, 34.486587297564164, -9.334275999087957, 31.255395525553713, 33.179342756886896, -82.82566853123818, 38.40580885666094, 26.35309998532855, 13.662657825714131, 27.111690841697655, -20.92021216244999, 15.440672234865795, -10.330427520011398, -66.87588949444498, 19.598909007531923, -37.28507691658796, 32.035992304421, -0.27345078589763955, -35.94102434162664, 51.822943639837, -53.019157764061376, -11.216729133999891, -18.461840221113388, -44.250741769827975, 55.550912999398584, 19.827005088974865, 4.180428737081343, 52.99362263437873, -2.6520664296303544, -59.8474063419114, -21.191475972974114, -40.27703875890654, -4.894574663747203, 2.40351223371399, 88.45724873914128, -61.36996261701676, -20.326620483606817, -50.536673568341335, 13.703006401084004, -37.200031600576864, -22.47150930154597, 89.4517440316249, 48.17204219215143, -1.322316425112719, 94.30492225455912, 10.231219070776525, 40.61279142606222, 17.195470196701038, 16.8426973144024, 63.61796073592057, 73.67259310602502, 24.949208771687427, 25.89240740325838, 46.125265913390024, 35.02778569313284, -12.148102160111545, 20.628853914740247, -18.296088186321896, -48.89930101055522, -11.72741908807698, -33.09858998384286, 102.85975904069723, 76.90236786933256, 17.52282617680539, 1.7426163453808117, -29.35168581281806, 41.05763237688195, 91.85884442838812, 3.3250724548223105, -41.74455992265264, 3.5253631990003442, 22.42135666350899, -2.2243364347921446, 48.05879244207704, 79.71329251224569, 12.548777945186279, 19.676265934305082, -28.040407224987884, -34.45798671985194, -40.92756501260584, 12.857848673316019, -61.56876111627566, 107.0138124235781, 33.34517898849655, 37.16069269149777, -3.645572682866026, 2.129018847319689, 22.754200122386617, 11.323454104300167, -41.45260694939004, 28.246082354841484, -46.47677306233544, 73.60273590250712, -47.22437765037062, -46.36137943974618, 60.811904591205725, 70.52731437182611, 58.81594992519179, 38.82794760864673, -59.37259941605854, 67.75176044003788, -68.39713247849421, -7.166980517195355, -16.2063882530825, 48.220551890783305, 36.27761780983901, -15.939164440106154, 5.8304473455053465, 41.14367908914787, -65.34581253244374, 18.834016782021152, -14.680046970629606, -1.9638804356245536, 11.83408334591397, 52.244708413229496, -18.121319897538346, 37.23966953264291, -22.340676272832212, -44.505040985687955, 34.19474781462954, -23.636217512659982, 58.83095791035574, -50.50994088431448, 68.65166914101835, -15.70845317380457, -63.7023603096845, -26.96431492281954, -20.7907762732936, -61.68646463110812, -5.205244394483353, 99.23276262586447, -43.56227076213416, 100.25463750102934, -3.8105387651595937, 80.3916424575126, -9.361959925248991, -26.574614789590964, -50.80152074544957, -67.63979110228286, -19.073642443369113, -72.55904475378884, 39.99961442697298, 11.461449758831511, -25.746801354056224, -43.28132595445414, -41.91166918870928, -33.41644177378737, 32.124072725661904, -3.513559459223609, -62.37579976191585, 15.820729506547684, 16.56387096995715, -42.91860617239094, -29.903432695327364, 32.70366849261275, -60.551280108178005, -11.90191333003939, 14.058117179194316, 58.72783878302384, -81.307352772878, -71.1233681683577, -18.412165614502854, -1.6465683007714407, 5.631463556700632, 56.68781555160725, 90.20567856083937, 11.444509483795194, 24.159330646652496, 4.023878078917591, 4.075230581086415, -17.986128906321138, -52.25476044605657, 1.3598388895035027, 0.3653388023830812, -5.183292296792529, -44.62568456074794, 22.05253908999609, -47.795310271934326, -77.35661964787636, 60.62359240666302, -95.49654064738995, 10.11870064199787, -34.032801242304615, -13.6370674410734, 31.438824318680975, -10.32155915313232, -63.58514353018141, 16.07224295406744, -5.417896442332687, 57.13082385006479, -2.9242306827127695, 28.927380599610423, 67.29540217294742, -53.8408636497546, -42.320852289760595, 22.07135698262003, 37.98147987613699, -32.465437971935515, -5.5508246563278565, -39.875094848960885, 69.15144694916935, 6.898402835650353, -23.367867693229897, -5.774529663681077, -61.65659253197253, 29.63506602885999, 24.102035341461583, -89.59728354245333, -5.483568274929196, 68.87776952830517, 49.60274770620525, 8.666210942952386, 6.3982450736238405, 8.661031924044359, 74.69790988836627, -36.97780577341706, 26.912328052552645, 5.297480214567139, 8.10067865987411, -18.687010914194033, 76.83649447648307, 92.41150110616718, 3.8556189103779177, 13.576030048377357, 25.45199427394948, -74.54989226610772, -44.128470712477736, -7.108917855078728, -35.38102945548376, 14.30653619219871, 12.644083156070751, 15.86855789188405, 36.20642633862853, 7.291072056156745, 2.017926544799036, 4.488893087047146, -38.22746794925978, 7.345853241058358, 25.413658681935786, 18.129176385107137, -90.46900355627506, -41.50691195649872, 23.096457827542686, -54.97208305856272, -19.349913659258544, 36.79673270403926, 31.539928330675423, 44.84071327989902, 0.3957285217373275, 75.61149773726552, 79.91678744919857, -25.88586059849741, 14.574764874801666, 94.27775274569714, -2.8479911558488205, 24.19332788712736, 45.11366653694263, 38.413762865640834, -29.550092360283003, -82.34684083214486, 23.584711624215288, -59.88262634172047, 8.50060361934586, 28.85678609886871, 7.768161178199362, -12.558801771907152, -38.350055444314926, 11.518986449217984, 32.11697829383913, -14.239234868072446, -28.166038824729426, 13.605228752393353, 54.572090698001304, 16.06046385401778, -100.55340060748658, 0.29774773873463833, 21.268560560504962, 38.420523136665004, 21.49476728806058, -4.4595118302671395, 51.60702394069446, 3.441652851287994, 8.075989072462164, 11.162265976019249, 20.358271920798998, 80.7335694616811, -59.59397322924817, -18.655295065795013, -19.608413824574104, 36.65975347569158, -69.50424332622008, -2.0798351617985262, -27.44381312799592, 98.37903521966983, -35.703797583095934, 62.00407875674874, -55.810435236438174, 18.471619816149193, 23.914680524139204, -43.17569977661701, -27.686048909743665, 47.604305647196135, 46.9610346447184, 41.83293301212698, 26.14770025027862, 25.828587397151264, 33.2779870757595, 34.486587297564164, -9.334275999087957, 31.255395525553713, 33.179342756886896, -82.82566853123818, 38.40580885666094, 26.35309998532855, 13.662657825714131, 27.111690841697655, -20.92021216244999, 15.440672234865795, -10.330427520011398, -66.87588949444498, 19.598909007531923, -37.28507691658796, 32.035992304421, -0.27345078589763955, -35.94102434162664, 51.822943639837, -53.019157764061376, -11.216729133999891, -18.461840221113388, -44.250741769827975, 55.550912999398584, 19.827005088974865, 4.180428737081343, 52.99362263437873, -2.6520664296303544, -59.8474063419114, -21.191475972974114, -40.27703875890654, -4.894574663747203, 2.40351223371399, 88.45724873914128, -61.36996261701676, -20.326620483606817, -50.536673568341335, 13.703006401084004, -37.200031600576864, -22.47150930154597, 89.4517440316249, 48.17204219215143, -1.322316425112719, 94.30492225455912, 10.231219070776525, 40.61279142606222, 17.195470196701038, 16.8426973144024, 63.61796073592057, 73.67259310602502, 24.949208771687427, 25.89240740325838, 46.125265913390024, 35.02778569313284, -12.148102160111545, 20.628853914740247, -18.296088186321896, -48.89930101055522, -11.72741908807698, -33.09858998384286, 102.85975904069723, 76.90236786933256, 17.52282617680539, 1.7426163453808117, -29.35168581281806, 41.05763237688195, 91.85884442838812, 3.3250724548223105, -41.74455992265264, 3.5253631990003442, 22.42135666350899, -2.2243364347921446, 48.05879244207704, 79.71329251224569, 12.548777945186279, 19.676265934305082, -28.040407224987884, -34.45798671985194, -40.92756501260584, 12.857848673316019, -61.56876111627566, 107.0138124235781, 33.34517898849655, 37.16069269149777, -3.645572682866026, 2.129018847319689, 22.754200122386617, 11.323454104300167, -41.45260694939004, 28.246082354841484, -46.47677306233544, 73.60273590250712, -47.22437765037062, -46.36137943974618, 60.811904591205725, 70.52731437182611, 58.81594992519179, 38.82794760864673, -59.37259941605854, 67.75176044003788, -68.39713247849421, -7.166980517195355, -16.2063882530825, 48.220551890783305, 36.27761780983901, -15.939164440106154, 5.8304473455053465, 41.14367908914787, -65.34581253244374, 18.834016782021152, -14.680046970629606, -1.9638804356245536, 11.83408334591397, 52.244708413229496, -18.121319897538346, 37.23966953264291, -22.340676272832212, -44.505040985687955, 34.19474781462954, -23.636217512659982, 58.83095791035574, -50.50994088431448, 68.65166914101835, -15.70845317380457, -63.702360309684494, -26.964314922819533, -20.790776273293602], \"z\": [-1.0826994553390468, 11.996136721788584, -9.844710530970339, 11.039976442630833, 12.088204915017338, 0.2401942914795531, -10.619789150055718, -1.7888228163292097, 0.9475609802925353, -12.136353475376493, -4.9135771721601, 0.41887504222023386, -9.213921445119533, -10.220078987871856, -12.160483555729188, 0.10195866681187835, -10.84340254368901, -7.010422555179457, 0.5693756927165823, -4.9674836681121635, -1.8569029085014506, -5.033167073770394, -11.793507910276986, 12.733719130994885, 12.643448748623417, -6.574339302036214, 12.045020092939811, 12.982122462417685, -1.6381547496737054, -10.954465594881878, 11.897623667137552, -4.410913021029976, -2.114017571522205, -9.899671452622117, -6.252869939685169, 10.719592236841802, 11.43300362483834, 11.845563299030816, -2.5331297877943735, -7.2994012450808485, 0.9560419939571819, -11.069501362593908, -11.112715015193352, -9.8196075792706, 11.895696763920853, -9.596264299711956, 10.404399824931847, -4.428561895291157, 11.383782559047521, 12.324397588039082, -1.4585087889806938, -4.425446447148981, 12.030730686007628, -2.057775657090949, 12.080115425758246, -6.585153311719996, 11.217243142039319, 0.7596568038875648, -4.417725545240177, -6.929677533377049, 10.455296739484217, -9.93825439371687, 10.567743781288229, 12.854018588008785, 11.905224205489324, 12.491510832401772, -5.334248053783458, -6.201540643172491, -10.681379019548212, -6.003529209279429, -6.171121150659477, 10.621436825688058, -9.598044430713779, -4.635472481234561, -10.347743503294495, 10.298508057751908, -4.906028483631737, -6.8024064387960745, 11.046256461280757, 9.491982866345692, 12.25528069197779, -7.138405142934699, -6.965034025515935, 12.39883772928257, 11.972212864166426, 12.168267287533187, -7.507958041560966, -5.9903697674913765, -4.893419626732982, -5.819845258254074, -6.42916000379846, -4.834856690840806, 11.92684814370586, 11.365807581787887, -1.7692430252857556, 12.41898929344477, -4.3904417362200565, 12.177417753017808, -4.27674375251108, 10.52428692766792, 0.023799474733336035, -5.395470247666609, -9.76165440899441, 10.128107619953964, -1.2275072716188506, -1.0585788318319251, -4.755671327031892, 9.844045348225832, 0.14573456326232248, 0.39396529694953203, 11.958252326816094, 10.715016046062399, -6.715939196442592, -4.620203082844347, -8.344345128684777, -0.3288313027233473, 10.697342831160432, -6.63140419737598, 12.264544996033534, 0.14850205268069017, -4.812388261879331, -4.2200731101189835, -1.14873980643395, 0.8663709031812339, -7.558876267647941, 0.7250369463129089, -2.224426534259822, 12.467249243164163, -11.711928902164463, -9.499536506527736, -4.349590185864995, -0.9682308961365712, -11.686761381870982, -2.618117114520673, -1.9587690561524915, -11.912293923211383, -11.15787144623169, 0.060388592313383484, 11.090688688703578, 10.900380543120605, 0.6157641844173007, -10.876174031639506, -9.57674723151086, -6.280360205870912, 10.852723151731666, -11.79077832339442, -3.9986447801307072, 10.745552605889442, 10.820079966132203, -5.9474064520482, 0.8288946909928641, -6.198413265251752, 13.026016900029951, -9.738522772328254, 11.24050869480364, -1.7210960566318925, 12.376116736683576, -11.32685959747456, -5.405348424788991, 12.280418472772606, 12.146668229283527, -4.951281466770383, 0.10949841915932954, -9.791026003783232, -1.4000479570803162, 11.77998324080409, -9.903602902209926, -9.130612106099589, -6.722659695423321, 11.333740479193299, -1.3684431140947075, 10.534988809416745, 0.4139399883076676, 12.27311163216543, -9.756820769208815, -6.61186400963509, 0.664333319335967, -10.14095973675298, -0.3152210625597516, -4.1161975950750875, 11.961512915791506, -11.670575877275285, -4.578380403468735, -2.014773862700336, 12.004456872721534, 12.090194348542747, 0.32676852743690477, -0.0025749307230800702, 11.139128317459662, -12.44162650926869, -9.564160665971702, -4.743410306827872, -9.035464686937685, -6.1672542314434935, 10.107450897212289, -11.316821970498912, -2.1216798267404324, 10.894789354014552, -9.214874145849103, 9.880692388492756, -10.96846229851914, 0.3066329850884306, 10.417597467374145, -11.513954022467273, -9.098431547937231, -2.069133133748833, 11.67437999298309, -1.5200300694565287, -6.675536818320681, -4.900883221358039, 11.812356469992716, 10.994751660796638, -1.794044459725394, -8.839819182686437, -6.328803288333416, 0.3415140884417219, 10.985898564498804, -11.641694275193288, 12.470331808797637, 12.788739105845707, 0.46306485950811627, -1.4172223498041157, -9.858963952345174, 12.025794007672687, -9.46866748480913, 0.9083234708576312, -1.4189046423851095, -6.495663490844179, -0.9604690484329143, 0.8367969681100643, 12.607622156020149, 9.983884524282052, -2.243077206944453, 10.608524102527724, -9.226248890161534, -6.859227543774534, 11.29129592904326, 11.97994485454347, 12.228058466751603, 0.31212599257048795, 12.827265900510376, 10.256701715230246, 12.272943190383037, 10.729194550541447, 12.243828042881269, 10.405468249904754, -6.843862840052998, 0.47949718380752826, -1.5384428658795726, -6.717781598220192, -1.2647731504245447, -12.062894063402311, 9.845972580351798, -5.091017253805437, 9.897983437009222, 11.50067108608633, -1.227512181951602, -6.693762962895496, -11.59847228328285, 11.250554682267568, 12.342278409447891, 12.668793072614065, -6.985783895146182, -11.613910597663242, 12.307396092495635, 10.56586879401866, -11.357951267763465, 12.36018654195649, -9.646844435908442, -9.56250513002418, -2.3888642196220067, -2.6440071628164072, 0.4757222274236141, -4.89041531353354, 10.96591229552255, -11.529934442952305, 11.019392955753945, 10.96047919124799, -2.0313652813603085, -11.37186748044679, 12.008241790775616, 10.559606011940847, -9.641330162134018, -9.962652200885824, 11.876546506525717, -6.73166471595558, 11.484389467307738, 10.420216899928722, 0.812410271083007, 11.69670630826669, 10.638929315989966, 10.576362619842179, -11.472477520544917, -6.761525211487057, 10.28080666702962, -10.473743498877889, -5.75371250031277, 11.69291698522943, -8.75300234787061, 10.364105756637771, -6.286937222449522, 0.6508007250524088, 10.339212540469338, 11.435756079042875, 12.036090099361017, -11.634199450477112, 10.920647847493788, -4.99179139751646, -6.250873751883322, -1.7633297846480214, -10.470894194791352, -7.312861429382485, -7.331770405556513, -2.0915567054601163, 0.193654971123646, 0.2658453919136056, -9.205743218348944, 12.292008180526992, 11.61194746648791, 11.932661275833171, -9.514449065511394, 11.153434456417893, -6.643917734685203, 12.576564488149732, -4.589641501394138, 11.494801346376223, 11.753012533660204, -12.074381710928302, -4.458953044835499, 11.589849981288575, -9.339039694475977, 1.0107711270352928, -1.286492604533608, 11.672882251822697, 11.537360961644378, 12.490638750409106, 10.028946837899774, 10.299437493889144, 12.278082701729279, -6.351881200887423, -11.37036093082743, -9.761668449439927, -6.83034103348694, 11.663153249345136, 11.46593123470602, -4.225719823876932, 11.329280006602689, -1.5184155886473616, -4.877215619008466, -1.597893560345612, -1.9402932263412187, -9.458140816560554, -6.724757939654394, 0.797865566235104, -9.423023156222111, -4.457163740121904, -6.41409004229075, -4.31898149783481, -4.339706390102533, 12.151372126184746, -9.776290479330543, -1.5080689574249118, -9.029985072874423, -6.660676069881308, -0.8554413882127214, 12.256292265625989, -4.345122348646101, 9.952755848646333, -9.835087485637416, -4.617772226171086, -0.17412385663161206, -6.176145844553906, 12.334462306416759, 11.814548299364812, -4.602819548853794, -0.8165831779397844, -6.666936974832845, 0.7968143465576314, -4.502646126045623, 10.737625011100523, 11.163974265150442, 12.030611806425965, -1.083770932546359, -6.259652470067523, -1.5291963276044263, 0.405114998911849, 1.1267994000162043, 11.252345073382054, 10.506524527599263, -4.914932321361371, 12.737936740043361, -2.1962233772951727, 12.369124800220135, -5.194430754444513, -7.299020913242875, -6.297332803649878, 10.874041181673666, -2.263126670418056, -1.5566087564613442, -9.803603858521525, 11.725620324152828, -4.776235227267285, -10.450934773676796, -10.004577222314152, 12.087885790673738, 10.857121626831926, 11.812452944568653, 11.334685554964018, 10.123988664063218, -4.891580445501295, -5.22302884465187, -4.620062480537774, 0.921467026488069, 12.201403899660773, -9.683259998598347, 13.012578739302516, -4.028447130292223, 12.251873674395506, -9.8102627594186, -8.735501757467395, -10.052266150674606, -9.437566111941445, 12.716785152888452, 10.001342098181354, -1.9857212504643198, 9.77816199861721, -4.433801771467366, 11.487821281728039, -2.179573687204291, -6.471122473421668, 10.394524537361537, 0.28647799368224125, 11.560182064724955, -4.238485045426552, -9.626687679019769, 12.333064193888054, -11.835747202583907, -1.5698858554330075, 10.841673881778133, -6.482985683220538, 11.436436623048722, -1.963247208407997, -9.625308698742785, -6.501786532319037, -9.267732687593938, -11.817225957265753, 12.233096145575095, -9.702532821133502, -2.630316236924171, -12.005674666564522, 10.838174530282135, -11.005536640924108, -9.981747172277105, 12.512160869983045, -9.716171370521652, 12.225516923984, 11.757722343396834, 0.3478251007229775, -0.10899312265313811, -10.752861202508534, 10.228828267505934, -9.384285310439617, 12.165976240028575, -4.341978791618956, 10.852953158952205, -2.5765921606246733, 11.413000163503265, -6.071132761740851, -1.6409979266717734, -4.580031667604689, 0.3928237707202615, 0.29976973500021786, -1.0740131905254728, -4.682827119125492, 12.45120464977418, -2.1404785327782543, 0.3990081638556365, 11.02285790450051, 10.636208424952933, -1.3627498517678516, -6.607468257927738, -9.936203608102835, 11.315470720692744, 10.459879254302047, -1.390739922625698, 9.87819284643962, 10.879526946589008, -11.599675074032904, -11.099317688376416, 0.34167380519525, -2.805476130765039, 10.24288735822375, -6.871285344562211, -5.477728086013968, -1.6539698228036408, 10.137944902216287, -1.2306936337253926, 10.147846709774683, -0.30710994236593625, 10.286399669464574, 10.71772967250169, 10.0110357843953, 11.468396228611834, 9.667386139989167, -11.912067720511029, -10.373149162454254, 13.163473175871568, -5.695243428319548, 11.512142779835466, -1.8419166412409702, 10.534649278773918, -6.645833915641178, -1.5225131875172846, 11.334052250476928, -9.259988653551725, -6.593623877748867, 11.195314640159156, -7.07726515557751, -1.993032590506564, -5.259879598502406, -9.345720052122196, 0.9556601399632928, 0.7412200827701922, -1.1462784621661712, 12.796387644218678, 0.98660093544791, -4.125883200125881, -11.868143923215, 0.7667466343181907, 12.314613989439776, -7.113981865975054, -11.609739305776111, -9.909809386737098, -10.718821813857918, -6.148961159729843, 10.744068769165267, -6.572919849124667, 12.222568127048056, -6.064138297671324, 1.1208492303106832, -6.799742021539319, -9.69078657373531, -2.3905573353485163, -9.789876033366506, -9.288807386712415, -11.86608270654255, 0.8484826941545793, 9.805906604500947, -1.3309563032731047, 9.734576536423246, 0.5057095878509462, -9.736349876890976, -6.186549686737023, 10.933632940691089, 11.425764899070327, 0.836698413296283, 0.968637244872618, 0.14710904917677675, -5.610203582463771, 10.713120066356682, -4.929752803934599, -1.6007585929762913, -5.1231813817646294, -9.775625036121872, -9.009019977651898, 11.677829409504977, 0.3860915958509846, 0.6854203091064778, -9.342790632728999, 12.557869035120094, -0.05176476944154725, 11.650061250064379, -1.1496134395772246, 11.793409185324796, -7.30010037680492, 10.58787596311814, 0.8675677227525286, -4.249132036575522, -12.03611710082575, -1.4436098930501928, -9.510680844374031, -2.063068130609339, -4.289488073200143, -2.0653380689235084, 12.443134159954473, -4.832815524773704, -4.2128857214586475, 11.9890937194884, 0.4093863268833046, -10.000678950467039, -10.44567765131014, -4.903367628596944, -1.588687805624557, -9.344547110214327, 11.145659402183348, 0.6249919647088412, -6.597190976618965, 11.264319834233248, 10.994322692850877, 0.3374728202405637, 10.28080666702962, -10.473743498877889, -5.75371250031277, 11.69291698522943, -8.75300234787061, 10.364105756637771, -6.286937222449522, 0.6508007250524088, 10.339212540469338, 11.435756079042875, 12.036090099361017, -11.634199450477112, 10.920647847493788, -4.99179139751646, -6.250873751883322, -1.7633297846480214, -10.470894194791352, -7.312861429382485, -7.331770405556513, -2.0915567054601163, 0.193654971123646, 0.2658453919136056, -9.205743218348944, 12.292008180526992, 11.61194746648791, 11.932661275833171, -9.514449065511394, 11.153434456417893, -6.643917734685203, 12.576564488149732, -4.589641501394138, 11.494801346376223, 11.753012533660204, -12.074381710928302, -4.458953044835499, 11.589849981288575, -9.339039694475977, 1.0107711270352928, -1.286492604533608, 11.672882251822697, 11.537360961644378, 12.490638750409106, 10.028946837899774, 10.299437493889144, 12.278082701729279, -6.351881200887423, -11.37036093082743, -9.761668449439927, -6.83034103348694, 11.663153249345136, 11.46593123470602, -4.225719823876932, 11.329280006602689, -1.5184155886473616, -4.877215619008466, -1.597893560345612, -1.9402932263412187, -9.458140816560554, -6.724757939654394, 0.797865566235104, -9.423023156222111, -4.457163740121904, -6.41409004229075, -4.31898149783481, -4.339706390102533, 12.151372126184746, -9.776290479330543, -1.5080689574249118, -9.029985072874423, -6.660676069881308, -0.8554413882127214, 12.256292265625989, -4.345122348646101, 9.952755848646333, -9.835087485637416, -4.617772226171086, -0.17412385663161206, -6.176145844553906, 12.334462306416759, 11.814548299364812, -4.602819548853794, -0.8165831779397844, -6.666936974832845, 0.7968143465576314, -4.502646126045623, 10.737625011100523, 11.163974265150442, 12.030611806425965, -1.083770932546359, -6.259652470067523, -1.5291963276044263, 0.405114998911849, 1.1267994000162043, 11.252345073382054, 10.506524527599263, -4.914932321361371, 12.737936740043361, -2.1962233772951727, 12.369124800220135, -5.194430754444513, -7.299020913242875, -6.297332803649878, 10.874041181673666, -2.263126670418056, -1.5566087564613442, -9.803603858521525, 11.725620324152828, -4.776235227267285, -10.450934773676796, -10.004577222314152, 12.087885790673738, 10.857121626831926, 11.812452944568653, 11.334685554964018, 10.123988664063218, -4.891580445501295, -5.22302884465187, -4.620062480537774, 0.921467026488069, 12.201403899660773, -9.683259998598347, 13.012578739302516, -4.028447130292223, 12.251873674395506, -9.8102627594186, -8.735501757467395, -10.052266150674606, -9.437566111941445, 12.716785152888452, 10.001342098181354, -1.9857212504643198, 9.77816199861721, -4.433801771467366, 11.487821281728039, -2.179573687204291, -6.471122473421668, 10.394524537361537, 0.28647799368224125, 11.560182064724955, -4.238485045426552, -9.626687679019769, 12.333064193888054, -11.835747202583907, -1.5698858554330075, 10.841673881778133, -6.482985683220538, 11.436436623048722, -1.963247208407997, -9.625308698742785, -6.501786532319037, -9.267732687593938, -11.817225957265753, 12.233096145575095, -9.702532821133502, -2.630316236924171, -12.005674666564522, 10.838174530282135, -11.005536640924108, -9.981747172277105, 12.512160869983045, -9.716171370521652, 12.225516923984, 11.757722343396834, 0.3478251007229775, -0.10899312265313811, -10.752861202508534, 10.228828267505934, -9.384285310439617, 12.165976240028575, -4.341978791618956, 10.852953158952205, -2.5765921606246733, 11.413000163503265, -6.071132761740851, -1.6409979266717734, -4.580031667604689, 0.3928237707202615, 0.29976973500021786, -1.0740131905254728, -4.682827119125492, 12.45120464977418, -2.1404785327782543, 0.3990081638556365, 11.02285790450051, 10.636208424952933, -1.3627498517678516, -6.607468257927738, -9.936203608102835, 11.315470720692744, 10.459879254302047, -1.390739922625698, 9.87819284643962, 10.879526946589008, -11.599675074032904, -11.099317688376416, 0.34167380519525, -2.805476130765039, 10.24288735822375, -6.871285344562211, -5.477728086013968, -1.6539698228036408, 10.137944902216287, -1.2306936337253926, 10.147846709774683, -0.30710994236593625, 10.286399669464574, 10.71772967250169, 10.0110357843953, 11.468396228611834, 9.667386139989167, -11.912067720511029, -10.373149162454254, 13.163473175871568, -5.695243428319548, 11.512142779835466, -1.8419166412409702, 10.534649278773918, -6.645833915641178, -1.5225131875172846, 11.334052250476928, -9.259988653551725, -6.593623877748867, 11.195314640159156, -7.07726515557751, -1.993032590506564, -5.259879598502406, -9.345720052122196, 0.9556601399632928, 0.7412200827701922, -1.1462784621661712, 12.796387644218678, 0.98660093544791, -4.125883200125881, -11.868143923215, 0.7667466343181907, 12.314613989439776, -7.113981865975054, -11.609739305776111, -9.909809386737098, -10.718821813857918, -6.148961159729843, 10.744068769165267, -6.572919849124667, 12.222568127048056, -6.064138297671324, 1.1208492303106832, -6.799742021539319, -9.69078657373531, -2.3905573353485163, -9.789876033366506, -9.288807386712415, -11.86608270654255, 0.8484826941545793, 9.805906604500947, -1.3309563032731047, 9.734576536423246, 0.5057095878509462, -9.736349876890976, -6.186549686737023, 10.933632940691089, 11.425764899070327, 0.836698413296283, 0.968637244872618, 0.14710904917677675, -5.610203582463771, 10.713120066356682, -4.929752803934599, -1.6007585929762913, -5.1231813817646294, -9.775625036121872, -9.009019977651898, 11.677829409504977, 0.3860915958509846, 0.6854203091064778, -9.342790632728999, 12.557869035120094, -0.05176476944154725, 11.650061250064379, -1.1496134395772246, 11.793409185324796, -7.30010037680492, 10.58787596311814, 0.8675677227525286, -4.249132036575522, -12.03611710082575, -1.4436098930501928, -9.510680844374031, -2.063068130609339, -4.289488073200143, -2.0653380689235084, 12.443134159954473, -4.832815524773704, -4.2128857214586475, 11.9890937194884, 0.4093863268833046, -10.000678950467039, -10.44567765131014, -4.903367628596944, -1.588687805624557, -9.344547110214327, 11.145659402183348, 0.6249919647088412, -6.597190976618965, 11.264319834233248, 10.994322692850877, 0.3374728202405637, 10.28080666702962, -10.473743498877889, -5.75371250031277, 11.69291698522943, -8.75300234787061, 10.364105756637771, -6.286937222449522, 0.6508007250524088, 10.339212540469338, 11.435756079042875, 12.036090099361017, -11.634199450477112, 10.920647847493788, -4.99179139751646, -6.250873751883322, -1.7633297846480214, -10.470894194791352, -7.312861429382485, -7.331770405556513, -2.0915567054601163, 0.193654971123646, 0.2658453919136056, -9.205743218348944, 12.292008180526992, 11.61194746648791, 11.932661275833171, -9.514449065511394, 11.153434456417893, -6.643917734685203, 12.576564488149732, -4.589641501394138, 11.494801346376223, 11.753012533660204, -12.074381710928302, -4.458953044835499, 11.589849981288575, -9.339039694475977, 1.0107711270352928, -1.286492604533608, 11.672882251822697, 11.537360961644378, 12.490638750409106, 10.028946837899774, 10.299437493889144, 12.278082701729279, -6.351881200887423, -11.37036093082743, -9.761668449439927, -6.83034103348694, 11.663153249345136, 11.46593123470602, -4.225719823876932, 11.329280006602689, -1.5184155886473616, -4.877215619008466, -1.597893560345612, -1.9402932263412187, -9.458140816560554, -6.724757939654394, 0.797865566235104, -9.423023156222111, -4.457163740121904, -6.41409004229075, -4.31898149783481, -4.339706390102533, 12.151372126184746, -9.776290479330543, -1.5080689574249118, -9.029985072874423, -6.660676069881308, -0.8554413882127214, 12.256292265625989, -4.345122348646101, 9.952755848646333, -9.835087485637416, -4.617772226171086, -0.17412385663161206, -6.176145844553906, 12.334462306416759, 11.814548299364812, -4.602819548853794, -0.8165831779397844, -6.666936974832845, 0.7968143465576314, -4.502646126045623, 10.737625011100523, 11.163974265150442, 12.030611806425965, -1.083770932546359, -6.259652470067523, -1.5291963276044263, 0.405114998911849, 1.1267994000162043, 11.252345073382054, 10.506524527599263, -4.914932321361371, 12.737936740043361, -2.1962233772951727, 12.369124800220135, -5.194430754444513, -7.299020913242875, -6.297332803649878, 10.874041181673666, -2.263126670418056, -1.5566087564613442, -9.803603858521525, 11.725620324152828, -4.776235227267285, -10.450934773676796, -10.004577222314152, 12.087885790673738, 10.857121626831926, 11.812452944568653, 11.334685554964018, 10.123988664063218, -4.891580445501295, -5.22302884465187, -4.620062480537774, 0.921467026488069, 12.201403899660773, -9.683259998598347, 13.012578739302516, -4.028447130292223, 12.251873674395506, -9.8102627594186, -8.735501757467395, -10.052266150674606, -9.437566111941445, 12.716785152888452, 10.001342098181354, -1.9857212504643198, 9.77816199861721, -4.433801771467366, 11.487821281728039, -2.179573687204291, -6.471122473421668, 10.394524537361537, 0.28647799368224125, 11.560182064724955, -4.238485045426552, -9.626687679019769, 12.333064193888054, -11.835747202583907, -1.5698858554330075, 10.841673881778133, -6.482985683220538, 11.436436623048722, -1.963247208407997, -9.625308698742785, -6.501786532319037, -9.267732687593938, -11.817225957265753, 12.233096145575095, -9.702532821133502, -2.630316236924171, -12.005674666564522, 10.838174530282135, -11.005536640924108, -9.981747172277105, 12.512160869983045, -9.716171370521652, 12.225516923984, 11.757722343396834, 0.3478251007229775, -0.10899312265313811, -10.752861202508534, 10.228828267505934, -9.384285310439617, 12.165976240028575, -4.341978791618956, 10.852953158952205, -2.5765921606246733, 11.413000163503265, -6.071132761740851, -1.6409979266717734, -4.580031667604689, 0.3928237707202615, 0.29976973500021786, -1.0740131905254728, -4.682827119125492, 12.45120464977418, -2.1404785327782543, 0.3990081638556365, 11.02285790450051, 10.636208424952933, -1.3627498517678516, -6.607468257927738, -9.936203608102835, 11.315470720692744, 10.459879254302047, -1.390739922625698, 9.87819284643962, 10.879526946589008, -11.599675074032904, -11.099317688376416, 0.34167380519525, -2.805476130765039, 10.24288735822375, -6.871285344562211, -5.477728086013968, -1.6539698228036408, 10.137944902216287, -1.2306936337253926, 10.147846709774683, -0.30710994236593625, 10.286399669464574, 10.71772967250169, 10.0110357843953, 11.468396228611834, 9.667386139989167, -11.912067720511029, -10.373149162454254, 13.163473175871568, -5.695243428319548, 11.512142779835466, -1.8419166412409702, 10.534649278773918, -6.645833915641178, -1.5225131875172846, 11.334052250476928, -9.259988653551725, -6.593623877748867, 11.195314640159156, -7.07726515557751, -1.993032590506564, -5.259879598502406, -9.345720052122196, 0.9556601399632928, 0.7412200827701922, -1.1462784621661712, 12.796387644218678, 0.98660093544791, -4.125883200125881, -11.868143923215, 0.7667466343181907, 12.314613989439776, -7.113981865975054, -11.609739305776111, -9.909809386737098, -10.718821813857918, -6.148961159729843, 10.744068769165267, -6.572919849124667, 12.222568127048056, -6.064138297671324, 1.1208492303106832, -6.799742021539319, -9.69078657373531, -2.3905573353485163, -9.789876033366506, -9.288807386712415, -11.86608270654255, 0.8484826941545793, 9.805906604500947, -1.3309563032731047, 9.734576536423246, 0.5057095878509462, -9.736349876890976, -6.186549686737023, 10.933632940691089, 11.425764899070327, 0.836698413296283, 0.968637244872618, 0.14710904917677675, -5.610203582463771, 10.713120066356682, -4.929752803934599, -1.6007585929762913, -5.1231813817646294, -9.775625036121872, -9.009019977651898, 11.677829409504977, 0.3860915958509846, 0.6854203091064778, -9.342790632728999, 12.557869035120094, -0.05176476944154725, 11.650061250064379, -1.1496134395772246, 11.793409185324796, -7.30010037680492, 10.58787596311814, 0.8675677227525286, -4.249132036575522, -12.03611710082575, -1.4436098930501928, -9.510680844374031, -2.063068130609339, -4.289488073200143, -2.0653380689235084, 12.443134159954473, -4.832815524773704, -4.2128857214586475, 11.9890937194884, 0.4093863268833046, -10.000678950467039, -10.44567765131014, -4.903367628596944, -1.588687805624557, -9.344547110214327, 11.145659402183348, 0.6249919647088412, -6.597190976618965, 11.264319834233248, 10.994322692850877, 0.3374728202405637, 10.28080666702962, -10.473743498877889, -5.75371250031277, 11.69291698522943, -8.75300234787061, 10.364105756637771, -6.286937222449522, 0.6508007250524088, 10.339212540469338, 11.435756079042875, 12.036090099361017, -11.634199450477112, 10.920647847493788, -4.99179139751646, -6.250873751883322, -1.7633297846480214, -10.470894194791352, -7.312861429382485, -7.331770405556513, -2.0915567054601163, 0.193654971123646, 0.2658453919136056, -9.205743218348944, 12.292008180526992, 11.61194746648791, 11.932661275833171, -9.514449065511394, 11.153434456417893, -6.643917734685203, 12.576564488149732, -4.589641501394138, 11.494801346376223, 11.753012533660204, -12.074381710928302, -4.458953044835499, 11.589849981288575, -9.339039694475977, 1.0107711270352928, -1.286492604533608, 11.672882251822697, 11.537360961644378, 12.490638750409106, 10.028946837899774, 10.299437493889144, 12.278082701729279, -6.351881200887423, -11.37036093082743, -9.761668449439927, -6.83034103348694, 11.663153249345136, 11.46593123470602, -4.225719823876932, 11.329280006602689, -1.5184155886473616, -4.877215619008466, -1.597893560345612, -1.9402932263412187, -9.458140816560554, -6.724757939654394, 0.797865566235104, -9.423023156222111, -4.457163740121904, -6.41409004229075, -4.31898149783481, -4.339706390102533, 12.151372126184746, -9.776290479330543, -1.5080689574249118, -9.029985072874423, -6.660676069881308, -0.8554413882127214, 12.256292265625989, -4.345122348646101, 9.952755848646333, -9.835087485637416, -4.617772226171086, -0.17412385663161206, -6.176145844553906, 12.334462306416759, 11.814548299364812, -4.602819548853794, -0.8165831779397844, -6.666936974832845, 0.7968143465576314, -4.502646126045623, 10.737625011100523, 11.163974265150442, 12.030611806425965, -1.083770932546359, -6.259652470067523, -1.5291963276044263, 0.405114998911849, 1.1267994000162043, 11.252345073382054, 10.506524527599263, -4.914932321361371, 12.737936740043361, -2.1962233772951727, 12.369124800220135, -5.194430754444513, -7.299020913242875, -6.297332803649878, 10.874041181673666, -2.263126670418056, -1.5566087564613442, -9.803603858521525, 11.725620324152828, -4.776235227267285, -10.450934773676796, -10.004577222314152, 12.087885790673734, 10.857121626831926, 11.812452944568653, 11.334685554964018, 10.123988664063218, -4.891580445501295, -5.22302884465187, -4.620062480537774, 0.921467026488069, 12.201403899660773, -9.683259998598347, 13.012578739302516, -4.028447130292223, 12.251873674395506, -9.8102627594186, -8.735501757467395, -10.052266150674606, -9.437566111941445, 12.716785152888452, 10.001342098181354, -1.9857212504643198, 9.77816199861721, -4.433801771467366, 11.487821281728039, -2.179573687204291, -6.471122473421668, 10.394524537361537, 0.28647799368224125, 11.560182064724955, -4.238485045426552, -9.626687679019769, 12.333064193888054, -11.835747202583907, -1.5698858554330075, 10.841673881778133, -6.482985683220538, 11.436436623048722, -1.963247208407997, -9.625308698742785, -6.501786532319037, -9.267732687593938, -11.817225957265753, 12.233096145575095, -9.702532821133502, -2.630316236924171, -12.005674666564522, 10.838174530282135, -11.005536640924108, -9.981747172277105, 12.512160869983045, -9.716171370521652, 12.225516923984, 11.757722343396834, 0.3478251007229775, -0.10899312265313811, -10.752861202508534, 10.228828267505934, -9.384285310439617, 12.165976240028575, -4.341978791618956, 10.852953158952205, -2.5765921606246733, 11.413000163503265, -6.071132761740851, -1.6409979266717734, -4.580031667604689, 0.3928237707202615, 0.29976973500021786, -1.0740131905254728, -4.682827119125492, 12.45120464977418, -2.1404785327782543, 0.3990081638556365, 11.02285790450051, 10.636208424952933, -1.3627498517678516, -6.607468257927738, -9.936203608102835, 11.315470720692744, 10.459879254302047, -1.390739922625698, 9.87819284643962, 10.879526946589008, -11.599675074032904, -11.099317688376416, 0.34167380519525, -2.805476130765039, 10.24288735822375, -6.871285344562211, -5.477728086013968, -1.6539698228036408, 10.137944902216287, -1.2306936337253926, 10.147846709774683, -0.30710994236593625, 10.286399669464574, 10.71772967250169, 10.0110357843953, 11.468396228611834, 9.667386139989167, -11.912067720511029, -10.373149162454254, 13.163473175871568, -5.695243428319548, 11.512142779835466, -1.8419166412409702, 10.534649278773918, -6.645833915641178, -1.5225131875172846, 11.334052250476928, -9.259988653551725, -6.593623877748867, 11.195314640159156, -7.07726515557751, -1.993032590506564, -5.259879598502406, -9.345720052122196, 0.9556601399632928, 0.7412200827701922, -1.1462784621661712, 12.796387644218678, 0.98660093544791, -4.125883200125881, -11.868143923215, 0.7667466343181907, 12.314613989439776, -7.113981865975054, -11.609739305776111, -9.909809386737098, -10.718821813857918, -6.148961159729843, 10.744068769165267, -6.572919849124667, 12.222568127048056, -6.064138297671324, 1.1208492303106832, -6.799742021539319, -9.69078657373531, -2.3905573353485163, -9.789876033366506, -9.288807386712415, -11.86608270654255, 0.8484826941545793, 9.805906604500947, -1.3309563032731047, 9.734576536423246, 0.5057095878509462, -9.736349876890976, -6.186549686737023, 10.933632940691089, 11.425764899070327, 0.836698413296283, 0.968637244872618, 0.14710904917677675, -5.610203582463771, 10.713120066356682, -4.929752803934599, -1.6007585929762913, -5.1231813817646294, -9.775625036121872, -9.009019977651898, 11.677829409504977, 0.3860915958509846, 0.6854203091064778, -9.342790632728999, 12.557869035120094, -0.05176476944154725, 11.650061250064379, -1.1496134395772246, 11.793409185324796, -7.30010037680492, 10.58787596311814, 0.8675677227525286, -4.249132036575522, -12.03611710082575, -1.4436098930501928, -9.510680844374031, -2.063068130609339, -4.289488073200143, -2.0653380689235084, 12.443134159954473, -4.832815524773704, -4.2128857214586475, 11.9890937194884, 0.4093863268833046, -10.000678950467039, -10.44567765131014, -4.903367628596944, -1.588687805624557, -9.344547110214327, 11.145659402183348, 0.6249919647088409, -6.597190976618965, 11.264319834233248, 10.994322692850877, 0.3374728202405637]}, {\"marker\": {\"color\": \"rgba(255, 128, 2, 0.8)\"}, \"mode\": \"markers\", \"name\": \"Cluster 2\", \"type\": \"scatter3d\", \"x\": [-1792.0201534758078, -136.5768119272237, -1500.3185477917905, -1240.7353539868798, -1678.7932430913388, -1891.6649467406562, -1157.9605101408972, -719.7061501516955, -46.66080392679248, -644.3897526543814, -89.109027869891, -255.24218765155535, -688.1932288350184, -612.4071310111475, -1516.974516584032, 69.18585884330243, 516.2943607608617, -645.3188214140565, -2019.7528081724986, -1396.670628404036, -1170.4229614069352, -1926.6676243511715, -2057.0052221750407, -2109.62700703864, -2071.433666123147, 506.82643429404646, -60.3777245658422, -147.86119009885994, 563.4111336792707, -624.2382926384242, -1847.4988453712824, -54.49768591962063, -83.6486030363658, 294.5103732200755, -1860.267791482673, -1874.500038125608, 195.16275465864638, 340.99691743980236, -1452.0782358778456, -1382.6795634408945, -1423.131508153352, -117.3513853535335, -1438.769254870514, -1340.6015606867686, -1172.141098071076, -1750.9518870689037, -2087.5048279680273, 311.80890525453896, -2048.0818082554133, -1114.1581749918491, 68.93054485891838, -207.4295799723991, -1636.0210937176978, 52.14089619979036, 55.88459931212688, -1025.912101816763, -1591.4430809559606, -646.5723678845181, -536.8018287416562, -805.4127583982465, -1649.1590221521105, 246.24762730992848, 482.88538238373604, -1572.6895405797218, -710.8802599687359, -1864.3555708317788, -1545.2347903832956, -853.9672709170087, -1612.7558276707039, -959.8938021646131, -1746.5762265917597, -999.7383466421604, -918.4163589140361, -427.9360562419379, -1567.8871072198963, 13.855223936089228, -438.995420612511, 296.3369940270497, -1552.6605552175015, -1423.385188688224, -1532.5440675411694, 497.6324483676222, -2056.244192924984, 307.395043088653, 318.70054191006255, -1090.0021654736902, -1555.0627396064303, -147.52849614759356, -2048.0319398825955, -1368.3608055809982, -1365.6855047802635, -1097.6895613654376, -1307.3284458939265, -1470.9967043262034, -1528.5862937191944, -795.1823149419756, -2133.043369413915, -1280.521477602469, -264.9179969204042, -921.0849658846935, -1699.2676188927799, -1969.985969018585, -831.249062750723, -540.729532649822, -90.73704690311193, 443.29666780731105, -1329.95433538407, -635.4188707041343, -1703.4252955786942, -264.8885105322762, -1200.8748520865863, -439.0351082486529, 535.5732814445727, -1337.0617857904724, -1971.3114477562756, -324.5034064454709, -531.9922874250443, 237.7952281745574, -903.8954675631326, -425.73552115546926, 384.0567242008371, 537.2621731113985, 606.536360132161, -491.0557558761404, -1616.0013129652982, -112.79424952517397, -873.2464819152462, -1888.4656705817458, -1647.1245326204892, -1223.950289349685, -2073.5586355804007, -2192.866041698152, -1243.7067696867243, -1994.2433350449521, -860.0772496916939, -1222.4675535221036, -1575.2108105871187, -1454.8057615671285, 103.85717494424152, -1.9684607350323968, -572.7036400247171, -1768.0172743680362, -1695.0544763326418, -1242.8562275526992, -130.23416893015585, -1488.6299520296427, -532.0053922446865, -1907.1422996735191, -1454.5836245649118, -1916.583701788604, -2003.8741320711426, -2102.5335125224087, 405.1597109538616, -962.2771178739001, -1908.1292459383092, -2102.494644589631, -1972.6663180442094, -1969.9669527252713, -1096.5779728778914, -240.2807805394698, -817.9938474644772, -1969.976965343043, 173.37327152932917, -2018.8993304285295, -2080.0618394149847, -585.1940712421889, -1100.9355178579924, 369.5428473339366, -1629.657120777044, 60.20360550023354, -2114.7089230167317, -305.33757710539317, -159.87012471531537, -1993.0419541800397, -1596.4336193911631, -1258.4129656396165, -1698.9234171333253, -1926.9633128081016, -455.3747227441045, -1476.2211161387297, -356.5672211816982, -2194.2085681311814, -1975.6799474734803, -2041.2922215450853, -546.5980517669608, -816.5130464380946, -1006.3895366848409, -468.67931110138, 320.5224541019455, -1228.9737000085574, -1152.877441087623, -1926.723476446545, 283.56477666526007, -805.8265243423142, -138.08303364086052, -305.49052080632487, -152.27211146156154, -1784.0581364777477, -1730.5340789108907, -1497.9813452692122, -109.46670692862922, 43.386032236907575, -1659.2326470067258, 33.36260153273841, -1936.3837823211618, -1676.2373667932227, -996.9023320383449, -1664.8414983378416, -852.9609832150471, -364.21060201773383, -1309.11829766964, -1652.2391004663314, -815.5477257071154, -1292.1083884891298, 130.13010932824184, -1979.4451424831607, -1100.1182494778668, 544.0045618288245, -1359.634163544253, -1194.6611052335513, -1707.9152877623314, 155.87715071838826, -557.6404646783632, -1432.5412453769848, -967.1937968232837, -1346.6025891028737, -1778.9254037233532, -1276.5026965519983, -277.52282696510287, 169.48517890185363, -1844.8707076521453, -1238.404260617405, -480.23453163455434, -1928.5493364333647, -2005.088797670985, -178.09918986250835, -242.14461572660383, 573.4940855527165, -1695.3229605235076, 483.3055836562157, -1848.9318874892094, -1532.1748179765418, -297.91070961500736, 320.88887828787205, -365.0201317925054, 353.3583734769708, -979.77241518968, -1097.7419839729146, 461.61744928786527, -1333.9822573947513, 521.9307849602353, -1355.9756929779173, -1576.1367715409292, -2050.1337283419284, 353.98451099618075, -945.858525191996, -1003.9196847554405, -501.72554714676045, -1847.5405575347131, -1426.0522159614422, -979.1878723515633, -770.7011802756978, -917.558651874619, 17.386547204772665, -1059.3615216032013, -1624.144083849531, -996.8847138672693, -1757.4809959113475, -1517.671432938667, 346.8745326337206, 318.7640906253777, -1437.7101341701393, -1315.6130202511486, -557.1277822959327, 419.09646755344716, -1198.1601283832651, -1517.7072059610764, -1808.531787045085, 42.60330280995254, -2186.732882980929, -1545.22792848443, -344.2483183580937, -728.8289781567304, -1520.4413627200274, -1711.4691520587685, -1405.7029464413095, -662.1540284209884, 171.6767535323899, -2151.6052320414174, -1387.8830829581718, -1942.7438845478084, -1437.7345593632404, -1386.5665565412655, -2196.9605433930037, -1644.7905288707937, -1861.6600241405913, -2077.989535433394, -645.2394595062397, -1546.981382091245, -302.8152962376739, -51.883701680803036, -1611.08840998743, -101.07398318845748, -944.8675865400817, -2184.721230708585, -1444.5913464137332, 251.05643529202615, -1093.7996672296326, -418.6820579198446, -2035.572519275955, -1253.7206657012741, 448.03304326810945, -277.3779492489753, -939.4778414675967, 294.74423209520825, -1951.3053200105371, -1476.7010208940164, -446.6134247080925, 196.94382326815423, -185.6262635081887, -292.2934515720072, -167.6409832841521, 428.0437930326112, -1086.0736137755239, -567.0147560496777, -520.1838966886543, -1424.4048525755, -1041.7223380037287, -1377.7017421962641, -2067.1716072869735, -1175.4598082475968, -27.83135057284187, -1710.398804567142, -121.67720010184922, -1291.3194664924752, -2159.5798738019253, -651.9599388521478, -2197.6230844051374, -2081.4103857710907, -1500.3530515292712, -835.1165489381868, 103.8202183141566, 116.1947969387161, -1180.126481024418, -935.6510857618064, 95.90067676552879, -1703.6350744341125, -365.60369654765697, -1828.061649457811, -42.807959164835594, -629.7786384760818, -221.6900113787611, -2138.4847864933354, -1457.491340453378, 169.3458320395041, -2015.8964853621453, -1506.4284746323085, -840.9055905955923, -1862.616308071039, -1931.9796641025373, -1918.8807308644793, -1958.9329287625828, -1514.6315115082898, -1949.8438175578974, -1909.483663294437, 269.79865930327367, -273.80206904853463, -1862.377791117904, -2139.461789654707, 450.7080219588958, -147.8926275819999, -21.7340489390596, -48.68386479058477, -1185.4175077354869, 485.8797336223083, -2178.629106151483, -2003.0609242262087, -835.5708268697912, -703.749397621314, -1913.4687225452556, -1601.7323210469883, -1216.615142017075, -140.17518137727487, 152.9396746036848, -1454.8153235009524, -539.9996467745661, -1898.6626727625408, -890.8667150805578, -477.3813458892228, -596.5659388738933, -487.22924875739244, -267.0800579559607, -1275.5873896358562, -2154.3012981868706, -995.6509920987381, -1913.5276940391745, -385.61035337629403, -672.7777821961098, -136.42300506556086, -1595.6187474299436, -1675.2668480738648, 536.5007359827171, -1938.7165746764563, -2197.6484825821035, -967.2020521639248, -1882.0659990362908, -1116.1268273918358, -687.065071667836, -1189.0704843352917, -1958.8503421278615, 502.59336396861903, -1885.2041302515154, -329.067270165336, -1568.9446000145101, 92.13884640226338, -130.91990306000136, -411.93469760378576, -1648.4008039321204, -10.760021939559637, -1746.515776626278, -820.0336279082863, -53.396218177185304, -666.671309111141, -1179.54735973897, -566.5233974710366, 579.049387903014, -1745.04258093043, -568.9883047554123, 460.55803762114664, -678.971207587637, -1691.2795770490002, -281.86972872049904, -2057.419105024302, -1196.9262544899332, -1286.2345894445725, -949.6112808837333, -1750.4976880094903, -1300.1045835484358, -1700.826740369998, -1356.8645286642977, -901.1965684493988, -1586.723916018018, -539.8855588765394, -536.9816856332433, -594.0339829642385, -946.4122049805849, 100.44811466822013, -26.601969134639813, -1795.9727012000228, 135.85831907987136, -2131.042251633573, 173.31244311381684, -973.1939918804518, -476.39222541221613, 244.96380439822804, -1149.0394822160536, -2005.7281180186994, -706.5237304685243, -242.80311795589242, -1365.6815983071792, -1004.0660574581107, -1293.8525997541662, -1066.0467145072632, -2121.7415583105785, -709.3668938621935, -1785.626578018299, -1627.6628088841317, -908.5171961741373, -964.0784583307413, -1127.792530461967, -700.6942249425705, -926.4748350682491, -764.1005567368916, -995.0306936637585, -736.1395788913846, -974.5355702763316, -2055.5554306235354, -1435.4803215111917, -746.5578766498188, -2111.9608953570455, -572.9814787398082, -1474.8396772339036, -527.1091344868112, 254.31163037841378, 583.2783752389083, -1470.158301949647, -1639.078352435505, -937.2723196742087, -1085.134602655354, 522.6530555724797, -2137.0893227115344, -688.8271591887361, -615.3754929795657, -1844.8681698565913, -1820.2259892006232, -2008.8603502294945, -965.5950671310285, -639.0940608978989, -1647.4905944041477, -423.581833509299, 124.89289881453155, -2089.5239439812676, -1680.2278566495113, -453.7260558741738, 333.3520389769732, -1005.4259901462275, -1316.877199639735, -1490.9596113115992, -1516.3419382476588, -1348.6863061676045, -1195.6443829495179, -426.59655679624115, 431.49266144470084, -482.034095706789, 393.28647432308344, -764.0565754589219, 9.440167195404753, -1976.691910583279, -1274.3003279367529, -1693.4407078731551, -192.43882369394177, -1239.309584700493, -475.695558259342, -388.9927876864139, -832.2562262508234, -1013.7042620950474, -1566.474606497964, -1172.655825711318, -1814.0220339190114, -1910.5845432297124, -968.9240188603492, -1612.8205823992766, -1109.0573151768474, -1855.6361213957475, 197.66733715400864, -576.5568510688306, 53.386853716288805, -547.0621614589886, 511.1939632636254, -903.3362179589566, -1627.4917956913985, -1376.7638758864011, -459.96834443937047, -1638.2819457135397, -1794.3271990860808, -804.028752673946, -477.17049841291004, -1267.9405762591223, -276.2534609998219, -2105.891077998179, -1870.0980438044635, -451.0991514511609, 558.691036332531, 95.19478209882672, 589.6774607943393, -189.67788495531673, -1730.1335970915366, -1426.4555217210752, 431.03079254767516, 354.71931458738095, -1125.4159808267339, -928.2698598600775, -1903.6972163262194, -195.86517306835842, -366.5503976817431, -1333.944583085398, 613.9439268610399, -123.8745166251018, -1514.6950654889765, -1031.5834534916257, -366.78326669419675, -1912.4858327891313, -378.18825202604756, -854.1216776112105, -967.2404773241973, -2086.1968519116604, -2176.5424231507054, -877.5456977052555, 17.355753862676533, -2050.830179070291, -688.175487114305, -2089.5884561925523, -828.6678853724471, -2056.0810422229306, -765.3469566799929, -1235.333239522835, -1287.2584259734865, -2147.3553083427014, -1056.4693719318298, -1667.2613944256796, -95.48825176412979, -1685.32771457625, 459.2582886603806, -1644.8519668684796, -1255.8208767823924, 124.19781914434121, -1771.8398167190603, 462.69767862738513, -584.3944229214309, -2108.5791797291727, -219.57864327983168, -526.5965241877996, -1302.4550101759087, -77.15817333678135, -954.9253322719388, 135.53291624303557, -1348.6694539054772, -1275.8043969365258, -1085.3319837292106, 408.38188458652985, -686.5606669813724, -1615.9989962521538, 574.4631156927846, 30.854753504940348, -305.49537485528407, -1180.0830963654519, -1079.9693040341292, -1060.7652761412862, -1932.3314506836584, -1844.914381992638, -1782.7649366769685, 387.06036973774695, -819.2477967475022, -668.4278945256482, -1191.2297704143764, -1504.4145593806115, -1703.643057064758, -1174.2259376300103, -913.9292338271632, -506.4186846328565, -2090.199327281644, -1788.8332958177828, -1649.847559087952, -379.9603329649812, 13.352670479077306, -2202.382118661735, -1787.9600142374882, -1575.2375400002643, -2011.1364174118692, -1508.765732247022, -2015.685558460238, 431.4330107172182, -1641.1317012642064, 77.78898098891676, -1337.2610543691926, -2035.9275006509242, -1783.5040909888671, -2184.7190868318094, -1619.152388565195, -1357.7060546596167, 219.93197293341808, -1979.484028022245, 463.2676807935872, -664.9169731609993, -2042.6891537690926, -1492.1973114108446, -621.0797927613114, -1018.5931193216799, -1865.0477833780108, -1592.3286469303277, -2145.2997131874554, -1499.9367636890918, -1062.0096986484432, -1099.2831568501501, -682.6209818721732, -2120.638465196882, -1201.929256589213, 183.39179123295403, -99.89381304462935, -752.1600519387227, -1251.1554069774866, -1486.9357494911649, -911.0901034465222, -687.0630756946617, -1588.1772337348252, -435.0590916775734, -259.87263161533684, -497.80423545896446, -370.1154931351315, -717.1331985282933, -77.99606666904681, -2058.330786432962, -956.0856406413209, -316.7445670189028, -1216.550812809791, -235.8759317494816, -1620.076953539638, -1921.3451277725799, -2110.6309509081943, -1214.8966319161314, -1013.2348002900944, -1759.8855941143568, -725.389615992334, -1471.024783967577, -955.7723129530284, -1847.5780291318656, -1011.2314072646853, -50.152543263501705, -756.0167318129966, -815.51107436178, -1494.7414517308941, -377.06059140992556, 602.3317448912436, -2065.1306536290936, -1083.4372443282466, -117.70971932411304, -349.5342049003131, -1530.9995412360124, 422.5506146287662, -1522.7411757212628, -541.6866944984729, -77.95199894850393, 329.21098474120026, -174.3080099855032, -900.0951764463002, -1542.9951105006123, -745.5658371990705, -620.7591044685059, -1649.7721774318193, -1530.9689473791584, -1222.27753122494, -1976.7080280213602, -1879.868328008831, 184.49001471928736, -170.08973697156085, -2086.8788865628976, -1404.2418920522207, -2087.5479629301853, -1036.5289604391862, -2147.350617985247, -273.8615575059391, 20.190757959576114, -2159.634449191911, -43.04556036955177, -539.992636941686, -1372.871387970796, -383.86149139885134, -46.62448265964138, -1473.5349733574262, -782.1847459354445, -1274.4670297377138, -423.065911187364, -1135.6194362608296, -423.54982000653047, 77.80129023740382, -903.3105092526877, -816.5462676410334, 112.56442834360328, -961.3328527680171, -1074.9889195816718, -1667.0082789179564, -2052.8265367450053, -2091.823394362465, 399.36841147379596, 470.7046953616922, -1283.0272164956377, -248.40006381630863, -171.85806033875207, -1210.5036460318381, -1425.8750275896668, -1611.707246072362, -1143.4279957207266, -2017.0748693040032, -1744.7987686700671, -649.7578448307543, -1451.5034025558725, -709.3147709117083, -1299.5577725718867, -1227.5130636782321, -467.9274389505938, 269.80735116334654, 449.86865639026365, -71.29885180400481, 6.842583117924433, -275.2693938871492, -784.8635907134926, -1871.8239279397087, -1527.0557407638637, -14.400078409816285, -628.3896261948083, -1365.6516771461977, 3.3238555984665608, -1529.9855354102206, -690.4565646551333, -1153.5126934775183, -1214.3357816061998, -210.60715126835004, -1465.4980832145636, -750.1862309514819, -1641.8384565186902, -1109.549774506093, -661.4081391445254, -93.70774062411053, -76.60351349267484, -728.1785003611444, -2060.083259371731, -2112.6263294488353, -2022.4264204436731, -331.9584679862381, 452.24847033272096, -1939.0455005180563, -1093.7402966942752, -1223.4979822010807, -267.08171162259697, 165.64738024310375, -596.5389259654855, -885.3382954965118, -640.3801241742359, -1972.9639503347241, -1429.3971377593843, -796.5446554035758, -1086.6491565230901, -1063.2436073224558, 42.84715252179677, -225.46587150751358, -1582.8245566074063, -412.71085101921295, -1526.0053054068567, -789.4159763896608, -2079.3906745787917, -1725.9082454985203, -892.8684687673453, -1476.4172148887133, -1576.1424306109081, -497.0103669298752, 284.9032541254043, -696.5815897772758, 17.174058446963002, 17.393485115089863, 30.871183311929357, -1240.7040498583724, -1894.5284474847367, -1885.251881453548, -1438.9146720676847, -1929.6193955565952, -43.11753108421281, 210.06963420726348, -1869.4554833234824, -1442.5224502693693, -518.9520354795142, -1410.8046753870487, -746.526146213267, 103.87102411647471, -1454.2433682693234, -627.0749371819599, 95.17059326151298, -2112.6469185405176, -662.1235415298568, -1069.0764499115462, -1056.35258355448, -1716.3288726468572, -1082.0055445067012, -0.13169009452245126, 396.4441079210413, -2069.5315399450824, -1664.1488942314663, -877.2170277462525, -996.0497594869814, -2065.9308893584534, 598.5776418225565, 390.70347837281287, -438.4264553134249, -520.2139885750564, -930.5072418175731, -1316.106157198392, -1366.6583800542846, -2014.22482730919, -615.049398890008, -1936.343166284592, -1992.8431564736134, -2031.8456425396628, -1809.4379418425478, 414.23174456094415, 269.73800747744895, 580.2928093048004, -1861.9881911482921, 378.71818198942486, -2074.8975195144485, -1362.5502496967688, -1392.7311899933536, -853.5447979428494, -1047.8753802343037, -693.5517101110908, 318.74815205166294, -615.3487330454006, -1405.6728143076898, -1067.029835552935, -568.9727317205421, 470.69058584221386, -2043.333610969003, -689.2875705757813, -1768.432401493365, -2063.723158124188, 447.8594000960747, 138.83271159986438, -1139.1858236392977, -66.94992110550437, -389.36286996159595, -348.6459943889774, -2085.50701775058, -379.90360901189945, -1559.1579268689638, -2060.3043042370696, -1695.0214265424354, 497.8718263248921, -1070.0622973530074, -1006.4892042644584, -1360.6743178167421, -315.9647024907323, -1503.731099215432, -1441.3928235289573, -753.1282361214143, -654.0760616768605, -1797.009152964127, -1952.2827701952785, -398.823696662896, -1169.0943803799546, -2073.50574094413, -662.1321553806653, -807.3341246917088, 463.3361879830166, -1921.3423412330924, -1076.5247241635257, -1980.7655640219261, -1367.0803354475029, -1084.2042733861656, 534.2254413923521, -1890.514577326081, 312.9500502968273, -1106.6299155703996, -2167.724607747924, -333.36187137398923, -1495.9183835154795, -820.4560249849528, -512.3852366715558, -1729.5680701071376, -1660.440932780463, -1667.2255638289103, -1944.4383731977305, -490.493891047347, 305.12785158685034, -275.9311066564581, -321.6441290828847, -580.9809620991583, -252.78219913243652, -2089.1069175746343, 148.2114523099133, -381.9754532697427, -26.660552297350876, -211.54435939252684, -780.2249798087084, -1864.3251112352098, -2144.585878869295, 122.50957703210707, 229.1187816535782, -312.1925437460683, -1167.5317331571582, -1590.7387747059913, 194.03234567895427, 285.0965832616155, -1269.1126450914899, 468.2910290656924, -651.74758364001, -1759.6794816722802, 215.86143980067163, -1888.4455270743733, -378.27943614454534, -248.37071116891758, -366.8894941838028, 36.18773428566674, 283.16944270496913, -1276.4467577870462, -1082.020252171286, 198.4003267771622, -585.7615560537163, -656.7053039373758, -1443.2786912072222, -1596.4259209492222, -487.2404410907901, 176.9513787597307, -245.0220866758612, -147.21289551648576, -1882.391207227774, 267.6234465500682, -1404.447806962759, -876.4900549159229, -1200.4012518790876, -268.5902035077218, -287.57499593630325, -755.7666049236076, -425.7601841654323, -1466.7521963413408, 114.42913233935055, -637.6410728083926, 259.89931273798953, -1438.9433183698145, -1556.5277037995024, -1306.4469952318054, -929.7062626864991, 535.5557346492918, -1275.3343253441074, 141.8347419925361, -1382.5447481472622, -2089.5535754562216, -1965.3137846967788, -1983.9711256223013, -1092.219248471729, -887.7920305825124, -1520.4438172490075, -573.5387393115373, -579.9915360406693, -1390.4866272910967, -2086.8031744574005, -886.5173727916198, -348.77664518991486, 12.891324297188532, -1398.6181840626089, -53.886635167912495, -741.3398214827998, -1347.7165265425538, -1797.3658707491725, -911.0812824057812, -2094.5389069631483, 414.20926999356533, -2085.674093519015, -885.6791734664753, -1461.6847009417975, -2127.3424751925913, -1883.0065188928081, 593.2926149823905, 100.20352447657184, -2118.0903003274925, -1442.031163256697, -308.7736989186005, 583.2418012215999, -2029.152369222108, -19.837934068863063, -959.8595808056232, -125.68977821326422, -641.158985109065, 392.207843357355, -2114.0373338181603, -1695.0396564537723, -1044.635151173502, -2058.737845984902, 9.453059311007337, -1562.9908295268078, -2054.855519578736, -1745.3429006338224, 147.15402321675063, -2033.2316435541504, -1583.4402704084625, -2064.1775553127677, 344.4546855866161, 394.30675509994916, -2011.6581490552692, -527.6401726742687, -956.4985314382102, -463.7502288770287, -519.6512018176148, -742.3180106642197, -989.1799916916351, -2139.1637624902137, 155.89187957066483, -1660.5177953649447, -1051.0292316855268, -1971.3303349730197, -892.6461205182954, -588.7747972714004, -976.3974812007757, -1504.903115168779, -14.378395775238332, -1999.0242179497927, -192.1736108944579, -590.9920959653948, -291.39509848977565, 318.9841589389234, 87.57796588337945, -1426.4730032324735, -903.2638499603504, 243.22206170890317, -1516.3263064620746, -627.0688582203909, -2156.972048616963, -1554.6434274047774, -184.00220643777897, -1405.7461100937821, -1572.527512785566, -1005.5673092640917, 494.1817710009125, 96.8931985456619, -927.7689313275779, -1748.0269660765987, -2045.35529221902, -772.0238801411406, -468.3484854245564, -2065.0661440593, -1788.8508527207239, -336.63155452091075, -890.8626847633365, -60.962308416667625, -557.6489381983357, 569.6284855005533, -459.9761495444125, -2108.5946998406484, -2061.0014776820044, -632.2950045934042, -98.59314077329287, -1862.8346781368687, -366.90348961029133, -1915.693292782216, -1202.4693576471632, -423.0348276703303, -1133.428577905492, -1132.1500783761721, 463.31643636701153, -997.91018835845, -2160.2299330986625, -1796.4411384526752, -14.335945993399436, -945.9538725498456, -501.7677022327746, -339.896629855834, -1010.2536245713196, 229.1881028298147, -1191.2801890121025, -554.8757014294839, 169.48400658900746, -1263.5179637743515, -1956.813652530198, -328.61234149536244, -1816.0317978044238, -446.3115674763299, 423.54228834072313, 141.78421565929253, -1244.5917154547153, -1686.4019579407984, -1921.573609350801, -1664.1252231301137, -1816.1487367715108, -697.8145938470664, -652.0056732580883, -1577.6537465405152, 33.334324356721694, -1516.9521513051084, -1743.9329767259717, -1182.6684155278463, -1970.9239546359743, -1607.132434927819, -259.5422955004182, 582.6708042134726, -757.0624019515741, 393.36039851336403, -1438.745037842275, -2022.4388839753822, -1035.0611604175244, -2079.3272783103876, -696.3533094064297, -1871.812174304298, -1719.566523756515, -2125.7178996895286, -1737.499192409859, -1744.8198276683777, -576.5565536358796, -2159.702361066114, -1246.4771898700742, -1313.862358142403, -1091.935269487223, 524.1943332966159, -1722.7397136326258, -808.766618186662, -1976.079807245781, -1153.4850899802293, -1210.7410466792771, -909.7550625481612, -1002.3035358839072, -228.43153551707442, -1404.4986347177319, -1656.8336994700073, -955.772031757375, -28.461131424628512, -1735.8923716956915, -1690.334979326802, -1242.393233613431, -760.8428640461386, -176.67310731020478, -1443.2853387961688, -1585.0185297447315, -1156.7455071056665, -1120.7856988460371, -938.9762175846021, -848.3480078054793, -364.2278743827659, -1240.8917733358758, 355.17960215957055, -1976.7714317305745, -121.61931819223908, -1567.2252418411297, -2105.834223838754, -387.665872322083, -1250.37772124211, -2148.662387339764, -1751.7108483573238, -1177.1916680054485, -741.3557782744607, -1346.637219718152, 256.2326643525247, -1671.500219467106, -1002.5346458098684, -1035.2640045668222, -123.46007372770956, -175.4375602731929, -1042.7458097077026, -472.3792063668758, 402.6938048009424, -1444.1770247365077, -1400.8408117437043, -1419.4828578001063, -1120.7919037215552, -1366.6061109022191, 162.49482624024188, -233.57346731412667, -1766.8109391434145, -892.4180141580391, -2013.4790458546831, -1620.9432915628233, -807.2115546147538, -696.5417442174349, -1295.9230883474115, -1830.5762193245546, -1261.426380175148, 173.3584609033785, -2019.0889532281924, -1076.477042287817, -2031.8786470221542, 111.53427643894433, -2125.545197458717, -792.9639293514575, 607.3482498234278, -1232.6031201892438, -1251.599498719496, -836.3701084273944, -279.11833536194865, -1214.3474688208087, -1548.2234274164575, 515.0239323687225, -2124.853041170657, 376.91502914318863, 84.65530084267492, -145.747508080942, -676.1761166067224, 131.11901772750818, 11.59280876126803, -1508.3058619574995, -2088.231240227609, -2057.6408954731273, -1741.695391581209, -1213.0106632878087, -2040.9370248708035, 574.5160979087531, -1383.426306764776, -1406.4312963106736, -1910.5911112754525, -1876.1735336717495, -1513.6804151098665, 126.78263958396637, 502.5828499839817, -2034.542474089657, -2063.384909761444, -2113.3750768326613, -1607.1598667539822, -443.94458439963984, -1766.512389311978, -636.6794715094829, -1916.5814559377993, -255.21147378377051, -1004.3620159700664, -736.1877694706117, -1221.910721472816, -828.8842647197879, 579.0696488893464, -1240.3634967179569, -1086.4652487054734, -1988.7886307720933, -2111.3067086266115, -767.7205334251652, -499.98837007835954, -248.39228052686934, -1663.2325904695226, 526.231661933943, 397.7860429423151, -1869.0874838775492, -1198.1587555426386, -1878.4406134265992, -765.1850694463685, -1095.7401982008657, -2045.3623631699327, -1896.1785895489681, -1920.5087919795749, -472.9710517890434, -1360.6713767636277, -2120.824912683436, -1971.3062778411545, -53.486076155488085, -1732.2113452357398, -381.5805649327729, -1590.7572902815496, -1216.6115988112683, 296.3158184681274, -616.5159624653284, 94.33366345002091, -904.4087667873872, -2022.3198957048132, -988.5171363978203, -716.5345989050472, -548.0029323788173, -1939.0428253283578, -163.85504426682257, -1184.4878617454242, -303.52321926433257, -453.7127590269176, -1916.1741862005247, -1209.6806300220965, -1762.0111459557565, -1545.7810956594008, -980.7086026395846, -1163.495417378928, -650.197948186904, -1570.7421437617893, -1276.4982575598533, 603.319843509786, -1263.4454617845954, -1035.6838358589648, -693.2915796959983, -52.152956665115475, -1433.6666658345637, -757.4112011671458, -1360.7098919911255, -1660.2419970580354, -1375.3048839390476, -2194.896362342313, -1719.2943807467825, -98.61333102806435, -53.13353212471734, 18.83633696952909, -1489.3196731434905, -752.4120945195269, -962.2241057688203, -2116.08884456148, -1513.6628324732676, -969.7983046024146, -64.87152794737739, -1292.9242037507443, -336.61984673224634, 396.4343655694969, 99.18068103439761, -2111.236957098894, -245.10745486005138, 140.56128760596926, -627.4849952758573, -1276.1197112762331, -2035.1758520156898, -1036.4681090442539, 42.700724753711405, -1436.0891421262631, -1704.9873028776744, 592.674160479646, -788.0119488518751, -666.4578905221388, -837.2357810239711, -1153.4737203765283, -1941.7417458183484, -1680.1965450495434, -1500.34983326098, -719.5299215358651, 108.94408252598194, -1383.2227363710856, -1808.0277188120779, -101.08954480377335, -1072.809913908435, -2069.477782016921, -1022.2790419429431, 40.92276246470611, -1114.6963976048548, 378.69613660402626, -1979.3885965564139, 478.47175190434706, -1787.9020782643781, -603.0311222225802, -631.0286172755008, 475.4162213918057, -525.8095980748109, -831.2650214347909, -1270.4665041398368, -954.1845573926246, -1808.0884781544448, -468.6759312512224, -532.9807171846744, -1503.3374012663398, -1928.5244628611083, -2041.2759726243446, -1025.743744431441, -1530.9995412360124, 422.5506146287662, -1522.7411757212628, -541.6866944984729, -77.95199894850393, 329.21098474120026, -174.3080099855032, -900.0951764463002, -1542.9951105006123, -745.5658371990705, -620.7591044685059, -1649.7721774318193, -1530.9689473791584, -1222.27753122494, -1976.7080280213602, -1879.868328008831, 184.49001471928736, -170.08973697156085, -2086.8788865628976, -1404.2418920522207, -2087.5479629301853, -1036.5289604391862, -2147.350617985247, -273.8615575059391, 20.190757959576114, -2159.634449191911, -43.04556036955177, -539.992636941686, -1372.871387970796, -383.86149139885134, -46.62448265964138, -1473.5349733574262, -782.1847459354445, -1274.4670297377138, -423.065911187364, -1135.6194362608296, -423.54982000653047, 77.80129023740382, -903.3105092526877, -816.5462676410334, 112.56442834360328, -961.3328527680171, -1074.9889195816718, -1667.0082789179564, -2052.8265367450053, -2091.823394362465, 399.36841147379596, 470.7046953616922, -1283.0272164956377, -248.40006381630863, -171.85806033875207, -1210.5036460318381, -1425.8750275896668, -1611.707246072362, -1143.4279957207266, -2017.0748693040032, -1744.7987686700671, -649.7578448307543, -1451.5034025558725, -709.3147709117083, -1299.5577725718867, -1227.5130636782321, -467.9274389505938, 269.80735116334654, 449.86865639026365, -71.29885180400481, 6.842583117924433, -275.2693938871492, -784.8635907134926, -1871.8239279397087, -1527.0557407638637, -14.400078409816285, -628.3896261948083, -1365.6516771461977, 3.3238555984665608, -1529.9855354102206, -690.4565646551333, -1153.5126934775183, -1214.3357816061998, -210.60715126835004, -1465.4980832145636, -750.1862309514819, -1641.8384565186902, -1109.549774506093, -661.4081391445254, -93.70774062411053, -76.60351349267484, -728.1785003611444, -2060.083259371731, -2112.6263294488353, -2022.4264204436731, -331.9584679862381, 452.24847033272096, -1939.0455005180563, -1093.7402966942752, -1223.4979822010807, -267.08171162259697, 165.64738024310375, -596.5389259654855, -885.3382954965118, -640.3801241742359, -1972.9639503347241, -1429.3971377593843, -796.5446554035758, -1086.6491565230901, -1063.2436073224558, 42.84715252179677, -225.46587150751358, -1582.8245566074063, -412.71085101921295, -1526.0053054068567, -789.4159763896608, -2079.3906745787917, -1725.9082454985203, -892.8684687673453, -1476.4172148887133, -1576.1424306109081, -497.0103669298752, 284.9032541254043, -696.5815897772758, 17.174058446963002, 17.393485115089863, 30.871183311929357, -1240.7040498583724, -1894.5284474847367, -1885.251881453548, -1438.9146720676847, -1929.6193955565952, -43.11753108421281, 210.06963420726348, -1869.4554833234824, -1442.5224502693693, -518.9520354795142, -1410.8046753870487, -746.526146213267, 103.87102411647471, -1454.2433682693234, -627.0749371819599, 95.17059326151298, -2112.6469185405176, -662.1235415298568, -1069.0764499115462, -1056.35258355448, -1716.3288726468572, -1082.0055445067012, -0.13169009452245126, 396.4441079210413, -2069.5315399450824, -1664.1488942314663, -877.2170277462525, -996.0497594869814, -2065.9308893584534, 598.5776418225565, 390.70347837281287, -438.4264553134249, -520.2139885750564, -930.5072418175731, -1316.106157198392, -1366.6583800542846, -2014.22482730919, -615.049398890008, -1936.343166284592, -1992.8431564736134, -2031.8456425396628, -1809.4379418425478, 414.23174456094415, 269.73800747744895, 580.2928093048004, -1861.9881911482921, 378.71818198942486, -2074.8975195144485, -1362.5502496967688, -1392.7311899933536, -853.5447979428494, -1047.8753802343037, -693.5517101110908, 318.74815205166294, -615.3487330454006, -1405.6728143076898, -1067.029835552935, -568.9727317205421, 470.69058584221386, -2043.333610969003, -689.2875705757813, -1768.432401493365, -2063.723158124188, 447.8594000960747, 138.83271159986438, -1139.1858236392977, -66.94992110550437, -389.36286996159595, -348.6459943889774, -2085.50701775058, -379.90360901189945, -1559.1579268689638, -2060.3043042370696, -1695.0214265424354, 497.8718263248921, -1070.0622973530074, -1006.4892042644584, -1360.6743178167421, -315.9647024907323, -1503.731099215432, -1441.3928235289573, -753.1282361214143, -654.0760616768605, -1797.009152964127, -1952.2827701952785, -398.823696662896, -1169.0943803799546, -2073.50574094413, -662.1321553806653, -807.3341246917088, 463.3361879830166, -1921.3423412330924, -1076.5247241635257, -1980.7655640219261, -1367.0803354475029, -1084.2042733861656, 534.2254413923521, -1890.514577326081, 312.9500502968273, -1106.6299155703996, -2167.724607747924, -333.36187137398923, -1495.9183835154795, -820.4560249849528, -512.3852366715558, -1729.5680701071376, -1660.440932780463, -1667.2255638289103, -1944.4383731977305, -490.493891047347, 305.12785158685034, -275.9311066564581, -321.6441290828847, -580.9809620991583, -252.78219913243652, -2089.1069175746343, 148.2114523099133, -381.9754532697427, -26.660552297350876, -211.54435939252684, -780.2249798087084, -1864.3251112352098, -2144.585878869295, 122.50957703210707, 229.1187816535782, -312.1925437460683, -1167.5317331571582, -1590.7387747059913, 194.03234567895427, 285.0965832616155, -1269.1126450914899, 468.2910290656924, -651.74758364001, -1759.6794816722802, 215.86143980067163, -1888.4455270743733, -378.27943614454534, -248.37071116891758, -366.8894941838028, 36.18773428566674, 283.16944270496913, -1276.4467577870462, -1082.020252171286, 198.4003267771622, -585.7615560537163, -656.7053039373758, -1443.2786912072222, -1596.4259209492222, -487.2404410907901, 176.9513787597307, -245.0220866758612, -147.21289551648576, -1882.391207227774, 267.6234465500682, -1404.447806962759, -876.4900549159229, -1200.4012518790876, -268.5902035077218, -287.57499593630325, -755.7666049236076, -425.7601841654323, -1466.7521963413408, 114.42913233935055, -637.6410728083926, 259.89931273798953, -1438.9433183698145, -1556.5277037995024, -1306.4469952318054, -929.7062626864991, 535.5557346492918, -1275.3343253441074, 141.8347419925361, -1382.5447481472622, -2089.5535754562216, -1965.3137846967788, -1983.9711256223013, -1092.219248471729, -887.7920305825124, -1520.4438172490075, -573.5387393115373, -579.9915360406693, -1390.4866272910967, -2086.8031744574005, -886.5173727916198, -348.77664518991486, 12.891324297188532, -1398.6181840626089, -53.886635167912495, -741.3398214827998, -1347.7165265425538, -1797.3658707491725, -911.0812824057812, -2094.5389069631483, 414.20926999356533, -2085.674093519015, -885.6791734664753, -1461.6847009417975, -2127.3424751925913, -1883.0065188928081, 593.2926149823905, 100.20352447657184, -2118.0903003274925, -1442.031163256697, -308.7736989186005, 583.2418012215999, -2029.152369222108, -19.837934068863063, -959.8595808056232, -125.68977821326422, -641.158985109065, 392.207843357355, -2114.0373338181603, -1695.0396564537723, -1044.635151173502, -2058.737845984902, 9.453059311007337, -1562.9908295268078, -2054.855519578736, -1745.3429006338224, 147.15402321675063, -2033.2316435541504, -1583.4402704084625, -2064.1775553127677, 344.4546855866161, 394.30675509994916, -2011.6581490552692, -527.6401726742687, -956.4985314382102, -463.7502288770287, -519.6512018176148, -742.3180106642197, -989.1799916916351, -2139.1637624902137, 155.89187957066483, -1660.5177953649447, -1051.0292316855268, -1971.3303349730197, -892.6461205182954, -588.7747972714004, -976.3974812007757, -1504.903115168779, -14.378395775238332, -1999.0242179497927, -192.1736108944579, -590.9920959653948, -291.39509848977565, 318.9841589389234, 87.57796588337945, -1426.4730032324735, -903.2638499603504, 243.22206170890317, -1516.3263064620746, -627.0688582203909, -2156.972048616963, -1554.6434274047774, -184.00220643777897, -1405.7461100937821, -1572.527512785566, -1005.5673092640917, 494.1817710009125, 96.8931985456619, -927.7689313275779, -1748.0269660765987, -2045.35529221902, -772.0238801411406, -468.3484854245564, -2065.0661440593, -1788.8508527207239, -336.63155452091075, -890.8626847633365, -60.962308416667625, -557.6489381983357, 569.6284855005533, -459.9761495444125, -2108.5946998406484, -2061.0014776820044, -632.2950045934042, -98.59314077329287, -1862.8346781368687, -366.90348961029133, -1915.693292782216, -1202.4693576471632, -423.0348276703303, -1133.428577905492, -1132.1500783761721, 463.31643636701153, -997.91018835845, -2160.2299330986625, -1796.4411384526752, -14.335945993399436, -945.9538725498456, -501.7677022327746, -339.896629855834, -1010.2536245713196, 229.1881028298147, -1191.2801890121025, -554.8757014294839, 169.48400658900746, -1263.5179637743515, -1956.813652530198, -328.61234149536244, -1816.0317978044238, -446.3115674763299, 423.54228834072313, 141.78421565929253, -1244.5917154547153, -1686.4019579407984, -1921.573609350801, -1664.1252231301137, -1816.1487367715108, -697.8145938470664, -652.0056732580883, -1577.6537465405152, 33.334324356721694, -1516.9521513051084, -1743.9329767259717, -1182.6684155278463, -1970.9239546359743, -1607.132434927819, -259.5422955004182, 582.6708042134726, -757.0624019515741, 393.36039851336403, -1438.745037842275, -2022.4388839753822, -1035.0611604175244, -2079.3272783103876, -696.3533094064297, -1871.812174304298, -1719.566523756515, -2125.7178996895286, -1737.499192409859, -1744.8198276683777, -576.5565536358796, -2159.702361066114, -1246.4771898700742, -1313.862358142403, -1091.935269487223, 524.1943332966159, -1722.7397136326258, -808.766618186662, -1976.079807245781, -1153.4850899802293, -1210.7410466792771, -909.7550625481612, -1002.3035358839072, -228.43153551707442, -1404.4986347177319, -1656.8336994700073, -955.772031757375, -28.461131424628512, -1735.8923716956915, -1690.334979326802, -1242.393233613431, -760.8428640461386, -176.67310731020478, -1443.2853387961688, -1585.0185297447315, -1156.7455071056665, -1120.7856988460371, -938.9762175846021, -848.3480078054793, -364.2278743827659, -1240.8917733358758, 355.17960215957055, -1976.7714317305745, -121.61931819223908, -1567.2252418411297, -2105.834223838754, -387.665872322083, -1250.37772124211, -2148.662387339764, -1751.7108483573238, -1177.1916680054485, -741.3557782744607, -1346.637219718152, 256.2326643525247, -1671.500219467106, -1002.5346458098684, -1035.2640045668222, -123.46007372770956, -175.4375602731929, -1042.7458097077026, -472.3792063668758, 402.6938048009424, -1444.1770247365077, -1400.8408117437043, -1419.4828578001063, -1120.7919037215552, -1366.6061109022191, 162.49482624024188, -233.57346731412667, -1766.8109391434145, -892.4180141580391, -2013.4790458546831, -1620.9432915628233, -807.2115546147538, -696.5417442174349, -1295.9230883474115, -1830.5762193245546, -1261.426380175148, 173.3584609033785, -2019.0889532281924, -1076.477042287817, -2031.8786470221542, 111.53427643894433, -2125.545197458717, -792.9639293514575, 607.3482498234278, -1232.6031201892438, -1251.599498719496, -836.3701084273944, -279.11833536194865, -1214.3474688208087, -1548.2234274164575, 515.0239323687225, -2124.853041170657, 376.91502914318863, 84.65530084267492, -145.747508080942, -676.1761166067224, 131.11901772750818, 11.59280876126803, -1508.3058619574995, -2088.231240227609, -2057.6408954731273, -1741.695391581209, -1213.0106632878087, -2040.9370248708035, 574.5160979087531, -1383.426306764776, -1406.4312963106736, -1910.5911112754525, -1876.1735336717495, -1513.6804151098665, 126.78263958396637, 502.5828499839817, -2034.542474089657, -2063.384909761444, -2113.3750768326613, -1607.1598667539822, -443.94458439963984, -1766.512389311978, -636.6794715094829, -1916.5814559377993, -255.21147378377051, -1004.3620159700664, -736.1877694706117, -1221.910721472816, -828.8842647197879, 579.0696488893464, -1240.3634967179569, -1086.4652487054734, -1988.7886307720933, -2111.3067086266115, -767.7205334251652, -499.98837007835954, -248.39228052686934, -1663.2325904695226, 526.231661933943, 397.7860429423151, -1869.0874838775492, -1198.1587555426386, -1878.4406134265992, -765.1850694463685, -1095.7401982008657, -2045.3623631699327, -1896.1785895489681, -1920.5087919795749, -472.9710517890434, -1360.6713767636277, -2120.824912683436, -1971.3062778411545, -53.486076155488085, -1732.2113452357398, -381.5805649327729, -1590.7572902815496, -1216.6115988112683, 296.3158184681274, -616.5159624653284, 94.33366345002091, -904.4087667873872, -2022.3198957048132, -988.5171363978203, -716.5345989050472, -548.0029323788173, -1939.0428253283578, -163.85504426682257, -1184.4878617454242, -303.52321926433257, -453.7127590269176, -1916.1741862005247, -1209.6806300220965, -1762.0111459557565, -1545.7810956594008, -980.7086026395846, -1163.495417378928, -650.197948186904, -1570.7421437617893, -1276.4982575598533, 603.319843509786, -1263.4454617845954, -1035.6838358589648, -693.2915796959983, -52.152956665115475, -1433.6666658345637, -757.4112011671458, -1360.7098919911255, -1660.2419970580354, -1375.3048839390476, -2194.896362342313, -1719.2943807467825, -98.61333102806435, -53.13353212471734, 18.83633696952909, -1489.3196731434905, -752.4120945195269, -962.2241057688203, -2116.08884456148, -1513.6628324732676, -969.7983046024146, -64.87152794737739, -1292.9242037507443, -336.61984673224634, 396.4343655694969, 99.18068103439761, -2111.236957098894, -245.10745486005138, 140.56128760596926, -627.4849952758573, -1276.1197112762331, -2035.1758520156898, -1036.4681090442539, 42.700724753711405, -1436.0891421262631, -1704.9873028776744, 592.674160479646, -788.0119488518751, -666.4578905221388, -837.2357810239711, -1153.4737203765283, -1941.7417458183484, -1680.1965450495434, -1500.34983326098, -719.5299215358651, 108.94408252598194, -1383.2227363710856, -1808.0277188120779, -101.08954480377335, -1072.809913908435, -2069.477782016921, -1022.2790419429431, 40.92276246470611, -1114.6963976048548, 378.69613660402626, -1979.3885965564139, 478.47175190434706, -1787.9020782643781, -603.0311222225802, -631.0286172755008, 475.4162213918057, -525.8095980748109, -831.2650214347909, -1270.4665041398368, -954.1845573926246, -1808.0884781544448, -468.6759312512224, -532.9807171846744, -1503.3374012663398, -1928.5244628611083, -2041.2759726243446, -1025.743744431441, -1530.9995412360124, 422.5506146287662, -1522.7411757212628, -541.6866944984729, -77.95199894850393, 329.21098474120026, -174.3080099855032, -900.0951764463002, -1542.9951105006123, -745.5658371990705, -620.7591044685059, -1649.7721774318193, -1530.9689473791584, -1222.27753122494, -1976.7080280213602, -1879.868328008831, 184.49001471928736, -170.08973697156085, -2086.8788865628976, -1404.2418920522207, -2087.5479629301853, -1036.5289604391862, -2147.350617985247, -273.8615575059391, 20.190757959576114, -2159.634449191911, -43.04556036955177, -539.992636941686, -1372.871387970796, -383.86149139885134, -46.62448265964138, -1473.5349733574262, -782.1847459354445, -1274.4670297377138, -423.065911187364, -1135.6194362608296, -423.54982000653047, 77.80129023740382, -903.3105092526877, -816.5462676410334, 112.56442834360328, -961.3328527680171, -1074.9889195816718, -1667.0082789179564, -2052.8265367450053, -2091.823394362465, 399.36841147379596, 470.7046953616922, -1283.0272164956377, -248.40006381630863, -171.85806033875207, -1210.5036460318381, -1425.8750275896668, -1611.707246072362, -1143.4279957207266, -2017.0748693040032, -1744.7987686700671, -649.7578448307543, -1451.5034025558725, -709.3147709117083, -1299.5577725718867, -1227.5130636782321, -467.9274389505938, 269.80735116334654, 449.86865639026365, -71.29885180400481, 6.842583117924433, -275.2693938871492, -784.8635907134926, -1871.8239279397087, -1527.0557407638637, -14.400078409816285, -628.3896261948083, -1365.6516771461977, 3.3238555984665608, -1529.9855354102206, -690.4565646551333, -1153.5126934775183, -1214.3357816061998, -210.60715126835004, -1465.4980832145636, -750.1862309514819, -1641.8384565186902, -1109.549774506093, -661.4081391445254, -93.70774062411053, -76.60351349267484, -728.1785003611444, -2060.083259371731, -2112.6263294488353, -2022.4264204436731, -331.9584679862381, 452.24847033272096, -1939.0455005180563, -1093.7402966942752, -1223.4979822010807, -267.08171162259697, 165.64738024310375, -596.5389259654855, -885.3382954965118, -640.3801241742359, -1972.9639503347241, -1429.3971377593843, -796.5446554035758, -1086.6491565230901, -1063.2436073224558, 42.84715252179677, -225.46587150751358, -1582.8245566074063, -412.71085101921295, -1526.0053054068567, -789.4159763896608, -2079.3906745787917, -1725.9082454985203, -892.8684687673453, -1476.4172148887133, -1576.1424306109081, -497.0103669298752, 284.9032541254043, -696.5815897772758, 17.174058446963002, 17.393485115089863, 30.871183311929357, -1240.7040498583724, -1894.5284474847367, -1885.251881453548, -1438.9146720676847, -1929.6193955565952, -43.11753108421281, 210.06963420726348, -1869.4554833234824, -1442.5224502693693, -518.9520354795142, -1410.8046753870487, -746.526146213267, 103.87102411647471, -1454.2433682693234, -627.0749371819599, 95.17059326151298, -2112.6469185405176, -662.1235415298568, -1069.0764499115462, -1056.35258355448, -1716.3288726468572, -1082.0055445067012, -0.13169009452245126, 396.4441079210413, -2069.5315399450824, -1664.1488942314663, -877.2170277462525, -996.0497594869814, -2065.9308893584534, 598.5776418225565, 390.70347837281287, -438.4264553134249, -520.2139885750564, -930.5072418175731, -1316.106157198392, -1366.6583800542846, -2014.22482730919, -615.049398890008, -1936.343166284592, -1992.8431564736134, -2031.8456425396628, -1809.4379418425478, 414.23174456094415, 269.73800747744895, 580.2928093048004, -1861.9881911482921, 378.71818198942486, -2074.8975195144485, -1362.5502496967688, -1392.7311899933536, -853.5447979428494, -1047.8753802343037, -693.5517101110908, 318.74815205166294, -615.3487330454006, -1405.6728143076898, -1067.029835552935, -568.9727317205421, 470.69058584221386, -2043.333610969003, -689.2875705757813, -1768.432401493365, -2063.723158124188, 447.8594000960747, 138.83271159986438, -1139.1858236392977, -66.94992110550437, -389.36286996159595, -348.6459943889774, -2085.50701775058, -379.90360901189945, -1559.1579268689638, -2060.3043042370696, -1695.0214265424354, 497.8718263248921, -1070.0622973530074, -1006.4892042644584, -1360.6743178167421, -315.9647024907323, -1503.731099215432, -1441.3928235289573, -753.1282361214143, -654.0760616768605, -1797.009152964127, -1952.2827701952785, -398.823696662896, -1169.0943803799546, -2073.50574094413, -662.1321553806653, -807.3341246917088, 463.3361879830166, -1921.3423412330924, -1076.5247241635257, -1980.7655640219261, -1367.0803354475029, -1084.2042733861656, 534.2254413923521, -1890.514577326081, 312.9500502968273, -1106.6299155703996, -2167.724607747924, -333.36187137398923, -1495.9183835154795, -820.4560249849528, -512.3852366715558, -1729.5680701071376, -1660.440932780463, -1667.2255638289103, -1944.4383731977305, -490.493891047347, 305.12785158685034, -275.9311066564581, -321.6441290828847, -580.9809620991583, -252.78219913243652, -2089.1069175746343, 148.2114523099133, -381.9754532697427, -26.660552297350876, -211.54435939252684, -780.2249798087084, -1864.3251112352098, -2144.585878869295, 122.50957703210707, 229.1187816535782, -312.1925437460683, -1167.5317331571582, -1590.7387747059913, 194.03234567895427, 285.0965832616155, -1269.1126450914899, 468.2910290656924, -651.74758364001, -1759.6794816722802, 215.86143980067163, -1888.4455270743733, -378.27943614454534, -248.37071116891758, -366.8894941838028, 36.18773428566674, 283.16944270496913, -1276.4467577870462, -1082.020252171286, 198.4003267771622, -585.7615560537163, -656.7053039373758, -1443.2786912072222, -1596.4259209492222, -487.2404410907901, 176.9513787597307, -245.0220866758612, -147.21289551648576, -1882.391207227774, 267.6234465500682, -1404.447806962759, -876.4900549159229, -1200.4012518790876, -268.5902035077218, -287.57499593630325, -755.7666049236076, -425.7601841654323, -1466.7521963413408, 114.42913233935055, -637.6410728083926, 259.89931273798953, -1438.9433183698145, -1556.5277037995024, -1306.4469952318054, -929.7062626864991, 535.5557346492918, -1275.3343253441074, 141.8347419925361, -1382.5447481472622, -2089.5535754562216, -1965.3137846967788, -1983.9711256223013, -1092.219248471729, -887.7920305825124, -1520.4438172490075, -573.5387393115373, -579.9915360406693, -1390.4866272910967, -2086.8031744574005, -886.5173727916198, -348.77664518991486, 12.891324297188532, -1398.6181840626089, -53.886635167912495, -741.3398214827998, -1347.7165265425538, -1797.3658707491725, -911.0812824057812, -2094.5389069631483, 414.20926999356533, -2085.674093519015, -885.6791734664753, -1461.6847009417975, -2127.3424751925913, -1883.0065188928081, 593.2926149823905, 100.20352447657184, -2118.0903003274925, -1442.031163256697, -308.7736989186005, 583.2418012215999, -2029.152369222108, -19.837934068863063, -959.8595808056232, -125.68977821326422, -641.158985109065, 392.207843357355, -2114.0373338181603, -1695.0396564537723, -1044.635151173502, -2058.737845984902, 9.453059311007337, -1562.9908295268078, -2054.855519578736, -1745.3429006338224, 147.15402321675063, -2033.2316435541504, -1583.4402704084625, -2064.1775553127677, 344.4546855866161, 394.30675509994916, -2011.6581490552692, -527.6401726742687, -956.4985314382102, -463.7502288770287, -519.6512018176148, -742.3180106642197, -989.1799916916351, -2139.1637624902137, 155.89187957066483, -1660.5177953649447, -1051.0292316855268, -1971.3303349730197, -892.6461205182954, -588.7747972714004, -976.3974812007757, -1504.903115168779, -14.378395775238332, -1999.0242179497927, -192.1736108944579, -590.9920959653948, -291.39509848977565, 318.9841589389234, 87.57796588337945, -1426.4730032324735, -903.2638499603504, 243.22206170890317, -1516.3263064620746, -627.0688582203909, -2156.972048616963, -1554.6434274047774, -184.00220643777897, -1405.7461100937821, -1572.527512785566, -1005.5673092640917, 494.1817710009125, 96.8931985456619, -927.7689313275779, -1748.0269660765987, -2045.35529221902, -772.0238801411406, -468.3484854245564, -2065.0661440593, -1788.8508527207239, -336.63155452091075, -890.8626847633365, -60.962308416667625, -557.6489381983357, 569.6284855005533, -459.9761495444125, -2108.5946998406484, -2061.0014776820044, -632.2950045934042, -98.59314077329287, -1862.8346781368687, -366.90348961029133, -1915.693292782216, -1202.4693576471632, -423.0348276703303, -1133.428577905492, -1132.1500783761721, 463.31643636701153, -997.91018835845, -2160.2299330986625, -1796.4411384526752, -14.335945993399436, -945.9538725498456, -501.7677022327746, -339.896629855834, -1010.2536245713196, 229.1881028298147, -1191.2801890121025, -554.8757014294839, 169.48400658900746, -1263.5179637743515, -1956.813652530198, -328.61234149536244, -1816.0317978044238, -446.3115674763299, 423.54228834072313, 141.78421565929253, -1244.5917154547153, -1686.4019579407984, -1921.573609350801, -1664.1252231301137, -1816.1487367715108, -697.8145938470664, -652.0056732580883, -1577.6537465405152, 33.334324356721694, -1516.9521513051084, -1743.9329767259717, -1182.6684155278463, -1970.9239546359743, -1607.132434927819, -259.5422955004182, 582.6708042134726, -757.0624019515741, 393.36039851336403, -1438.745037842275, -2022.4388839753822, -1035.0611604175244, -2079.3272783103876, -696.3533094064297, -1871.812174304298, -1719.566523756515, -2125.7178996895286, -1737.499192409859, -1744.8198276683777, -576.5565536358796, -2159.702361066114, -1246.4771898700742, -1313.862358142403, -1091.935269487223, 524.1943332966159, -1722.7397136326258, -808.766618186662, -1976.079807245781, -1153.4850899802293, -1210.7410466792771, -909.7550625481612, -1002.3035358839072, -228.43153551707442, -1404.4986347177319, -1656.8336994700073, -955.772031757375, -28.461131424628512, -1735.8923716956915, -1690.334979326802, -1242.393233613431, -760.8428640461386, -176.67310731020478, -1443.2853387961688, -1585.0185297447315, -1156.7455071056665, -1120.7856988460371, -938.9762175846021, -848.3480078054793, -364.2278743827659, -1240.8917733358758, 355.17960215957055, -1976.7714317305745, -121.61931819223908, -1567.2252418411297, -2105.834223838754, -387.665872322083, -1250.37772124211, -2148.662387339764, -1751.7108483573238, -1177.1916680054485, -741.3557782744607, -1346.637219718152, 256.2326643525247, -1671.500219467106, -1002.5346458098684, -1035.2640045668222, -123.46007372770956, -175.4375602731929, -1042.7458097077026, -472.3792063668758, 402.6938048009424, -1444.1770247365077, -1400.8408117437043, -1419.4828578001063, -1120.7919037215552, -1366.6061109022191, 162.49482624024188, -233.57346731412667, -1766.8109391434145, -892.4180141580391, -2013.4790458546831, -1620.9432915628233, -807.2115546147538, -696.5417442174349, -1295.9230883474115, -1830.5762193245546, -1261.426380175148, 173.3584609033785, -2019.0889532281924, -1076.477042287817, -2031.8786470221542, 111.53427643894433, -2125.545197458717, -792.9639293514575, 607.3482498234278, -1232.6031201892438, -1251.599498719496, -836.3701084273944, -279.11833536194865, -1214.3474688208087, -1548.2234274164575, 515.0239323687225, -2124.853041170657, 376.91502914318863, 84.65530084267492, -145.747508080942, -676.1761166067224, 131.11901772750818, 11.59280876126803, -1508.3058619574995, -2088.231240227609, -2057.6408954731273, -1741.695391581209, -1213.0106632878087, -2040.9370248708035, 574.5160979087531, -1383.426306764776, -1406.4312963106736, -1910.5911112754525, -1876.1735336717495, -1513.6804151098665, 126.78263958396637, 502.5828499839817, -2034.542474089657, -2063.384909761444, -2113.3750768326613, -1607.1598667539822, -443.94458439963984, -1766.512389311978, -636.6794715094829, -1916.5814559377993, -255.21147378377051, -1004.3620159700664, -736.1877694706117, -1221.910721472816, -828.8842647197879, 579.0696488893464, -1240.3634967179569, -1086.4652487054734, -1988.7886307720933, -2111.3067086266115, -767.7205334251652, -499.98837007835954, -248.39228052686934, -1663.2325904695226, 526.231661933943, 397.7860429423151, -1869.0874838775492, -1198.1587555426386, -1878.4406134265992, -765.1850694463685, -1095.7401982008657, -2045.3623631699327, -1896.1785895489681, -1920.5087919795749, -472.9710517890434, -1360.6713767636277, -2120.824912683436, -1971.3062778411545, -53.486076155488085, -1732.2113452357398, -381.5805649327729, -1590.7572902815496, -1216.6115988112683, 296.3158184681274, -616.5159624653284, 94.33366345002091, -904.4087667873872, -2022.3198957048132, -988.5171363978203, -716.5345989050472, -548.0029323788173, -1939.0428253283578, -163.85504426682257, -1184.4878617454242, -303.52321926433257, -453.7127590269176, -1916.1741862005247, -1209.6806300220965, -1762.0111459557565, -1545.7810956594008, -980.7086026395846, -1163.495417378928, -650.197948186904, -1570.7421437617893, -1276.4982575598533, 603.319843509786, -1263.4454617845954, -1035.6838358589648, -693.2915796959983, -52.152956665115475, -1433.6666658345637, -757.4112011671458, -1360.7098919911255, -1660.2419970580354, -1375.3048839390476, -2194.896362342313, -1719.2943807467825, -98.61333102806435, -53.13353212471734, 18.83633696952909, -1489.3196731434905, -752.4120945195269, -962.2241057688203, -2116.08884456148, -1513.6628324732676, -969.7983046024146, -64.87152794737739, -1292.9242037507443, -336.61984673224634, 396.4343655694969, 99.18068103439761, -2111.236957098894, -245.10745486005138, 140.56128760596926, -627.4849952758573, -1276.1197112762331, -2035.1758520156898, -1036.4681090442539, 42.700724753711405, -1436.0891421262631, -1704.9873028776744, 592.674160479646, -788.0119488518751, -666.4578905221388, -837.2357810239711, -1153.4737203765283, -1941.7417458183484, -1680.1965450495434, -1500.34983326098, -719.5299215358651, 108.94408252598194, -1383.2227363710856, -1808.0277188120779, -101.08954480377335, -1072.809913908435, -2069.477782016921, -1022.2790419429431, 40.92276246470611, -1114.6963976048548, 378.69613660402626, -1979.3885965564139, 478.47175190434706, -1787.9020782643781, -603.0311222225802, -631.0286172755008, 475.4162213918057, -525.8095980748109, -831.2650214347909, -1270.4665041398368, -954.1845573926246, -1808.0884781544448, -468.6759312512224, -532.9807171846744, -1503.3374012663398, -1928.5244628611083, -2041.2759726243446, -1025.743744431441, -1530.9995412360124, 422.5506146287662, -1522.7411757212628, -541.6866944984729, -77.95199894850393, 329.21098474120026, -174.3080099855032, -900.0951764463002, -1542.9951105006123, -745.5658371990705, -620.7591044685059, -1649.7721774318193, -1530.9689473791584, -1222.27753122494, -1976.7080280213602, -1879.868328008831, 184.49001471928736, -170.08973697156085, -2086.8788865628976, -1404.2418920522207, -2087.5479629301853, -1036.5289604391862, -2147.350617985247, -273.8615575059391, 20.190757959576114, -2159.634449191911, -43.04556036955177, -539.992636941686, -1372.871387970796, -383.86149139885134, -46.62448265964138, -1473.5349733574262, -782.1847459354445, -1274.4670297377138, -423.065911187364, -1135.6194362608296, -423.54982000653047, 77.80129023740382, -903.3105092526877, -816.5462676410334, 112.56442834360328, -961.3328527680171, -1074.9889195816718, -1667.0082789179564, -2052.8265367450053, -2091.823394362465, 399.36841147379596, 470.7046953616922, -1283.0272164956377, -248.40006381630863, -171.85806033875207, -1210.5036460318381, -1425.8750275896668, -1611.707246072362, -1143.4279957207266, -2017.0748693040032, -1744.7987686700671, -649.7578448307543, -1451.5034025558725, -709.3147709117083, -1299.5577725718867, -1227.5130636782321, -467.9274389505938, 269.80735116334654, 449.86865639026365, -71.29885180400481, 6.842583117924433, -275.2693938871492, -784.8635907134926, -1871.8239279397087, -1527.0557407638637, -14.400078409816285, -628.3896261948083, -1365.6516771461977, 3.3238555984665608, -1529.9855354102206, -690.4565646551333, -1153.5126934775183, -1214.3357816061998, -210.60715126835004, -1465.4980832145636, -750.1862309514819, -1641.8384565186902, -1109.549774506093, -661.4081391445254, -93.70774062411053, -76.60351349267484, -728.1785003611444, -2060.083259371731, -2112.6263294488353, -2022.4264204436731, -331.9584679862381, 452.24847033272096, -1939.0455005180563, -1093.7402966942752, -1223.4979822010807, -267.08171162259697, 165.64738024310375, -596.5389259654855, -885.3382954965118, -640.3801241742359, -1972.9639503347241, -1429.3971377593843, -796.5446554035758, -1086.6491565230901, -1063.2436073224558, 42.84715252179677, -225.46587150751358, -1582.8245566074063, -412.71085101921295, -1526.0053054068567, -789.4159763896608, -2079.3906745787917, -1725.9082454985203, -892.8684687673453, -1476.4172148887133, -1576.1424306109081, -497.0103669298752, 284.9032541254043, -696.5815897772758, 17.174058446963002, 17.393485115089863, 30.871183311929357, -1240.7040498583724, -1894.5284474847367, -1885.251881453548, -1438.9146720676847, -1929.6193955565952, -43.11753108421281, 210.06963420726348, -1869.4554833234824, -1442.5224502693693, -518.9520354795142, -1410.8046753870487, -746.526146213267, 103.87102411647471, -1454.2433682693234, -627.0749371819599, 95.17059326151298, -2112.6469185405176, -662.1235415298568, -1069.0764499115462, -1056.35258355448, -1716.3288726468572, -1082.0055445067012, -0.13169009452245126, 396.4441079210413, -2069.5315399450824, -1664.1488942314663, -877.2170277462525, -996.0497594869814, -2065.9308893584534, 598.5776418225565, 390.70347837281287, -438.4264553134249, -520.2139885750564, -930.5072418175731, -1316.106157198392, -1366.6583800542846, -2014.22482730919, -615.049398890008, -1936.343166284592, -1992.8431564736134, -2031.8456425396628, -1809.4379418425478, 414.23174456094415, 269.73800747744895, 580.2928093048004, -1861.9881911482921, 378.71818198942486, -2074.8975195144485, -1362.5502496967688, -1392.7311899933536, -853.5447979428494, -1047.8753802343037, -693.5517101110908, 318.74815205166294, -615.3487330454006, -1405.6728143076898, -1067.029835552935, -568.9727317205421, 470.69058584221386, -2043.333610969003, -689.2875705757813, -1768.432401493365, -2063.723158124188, 447.8594000960747, 138.83271159986438, -1139.1858236392977, -66.94992110550437, -389.36286996159595, -348.6459943889774, -2085.50701775058, -379.90360901189945, -1559.1579268689638, -2060.3043042370696, -1695.0214265424354, 497.8718263248921, -1070.0622973530074, -1006.4892042644584, -1360.6743178167421, -315.9647024907323, -1503.731099215432, -1441.3928235289573, -753.1282361214143, -654.0760616768605, -1797.009152964127, -1952.2827701952785, -398.823696662896, -1169.0943803799546, -2073.50574094413, -662.1321553806653, -807.3341246917088, 463.3361879830166, -1921.3423412330924, -1076.5247241635257, -1980.7655640219261, -1367.0803354475029, -1084.2042733861656, 534.2254413923521, -1890.514577326081, 312.9500502968273, -1106.6299155703996, -2167.724607747924, -333.36187137398923, -1495.9183835154795, -820.4560249849528, -512.3852366715558, -1729.5680701071376, -1660.440932780463, -1667.2255638289103, -1944.4383731977305, -490.493891047347, 305.12785158685034, -275.9311066564581, -321.6441290828847, -580.9809620991583, -252.78219913243652, -2089.1069175746343, 148.2114523099133, -381.9754532697427, -26.660552297350876, -211.54435939252684, -780.2249798087084, -1864.3251112352098, -2144.585878869295, 122.50957703210707, 229.1187816535782, -312.1925437460683, -1167.5317331571582, -1590.7387747059913, 194.03234567895427, 285.0965832616155, -1269.1126450914899, 468.2910290656924, -651.74758364001, -1759.6794816722802, 215.86143980067163, -1888.4455270743733, -378.27943614454534, -248.37071116891758, -366.8894941838028, 36.18773428566674, 283.16944270496913, -1276.4467577870462, -1082.020252171286, 198.4003267771622, -585.7615560537163, -656.7053039373758, -1443.2786912072222, -1596.4259209492222, -487.2404410907901, 176.9513787597307, -245.0220866758612, -147.21289551648576, -1882.391207227774, 267.6234465500682, -1404.447806962759, -876.4900549159229, -1200.4012518790876, -268.5902035077218, -287.57499593630325, -755.7666049236076, -425.7601841654323, -1466.7521963413408, 114.42913233935055, -637.6410728083926, 259.89931273798953, -1438.9433183698145, -1556.5277037995024, -1306.4469952318054, -929.7062626864991, 535.5557346492918, -1275.3343253441074, 141.8347419925361, -1382.5447481472622, -2089.5535754562216, -1965.3137846967788, -1983.9711256223013, -1092.219248471729, -887.7920305825124, -1520.4438172490075, -573.5387393115373, -579.9915360406693, -1390.4866272910967, -2086.8031744574005, -886.5173727916198, -348.77664518991486, 12.891324297188532, -1398.6181840626089, -53.886635167912495, -741.3398214827998, -1347.7165265425538, -1797.3658707491725, -911.0812824057812, -2094.5389069631483, 414.20926999356533, -2085.674093519015, -885.6791734664753, -1461.6847009417975, -2127.3424751925913, -1883.0065188928081, 593.2926149823905, 100.20352447657184, -2118.0903003274925, -1442.031163256697, -308.7736989186005, 583.2418012215999, -2029.152369222108, -19.837934068863063, -959.8595808056232, -125.68977821326422, -641.158985109065, 392.207843357355, -2114.0373338181603, -1695.0396564537723, -1044.635151173502, -2058.737845984902, 9.453059311007337, -1562.9908295268078, -2054.855519578736, -1745.3429006338224, 147.15402321675063, -2033.2316435541504, -1583.4402704084625, -2064.1775553127677, 344.4546855866161, 394.30675509994916, -2011.6581490552692, -527.6401726742687, -956.4985314382102, -463.7502288770287, -519.6512018176148, -742.3180106642197, -989.1799916916351, -2139.1637624902137, 155.89187957066483, -1660.5177953649447, -1051.0292316855268, -1971.3303349730197, -892.6461205182954, -588.7747972714004, -976.3974812007757, -1504.903115168779, -14.378395775238332, -1999.0242179497927, -192.1736108944579, -590.9920959653948, -291.39509848977565, 318.9841589389234, 87.57796588337945, -1426.4730032324735, -903.2638499603504, 243.22206170890317, -1516.3263064620746, -627.0688582203909, -2156.972048616963, -1554.6434274047774, -184.00220643777897, -1405.7461100937821, -1572.527512785566, -1005.5673092640917, 494.1817710009125, 96.8931985456619, -927.7689313275779, -1748.0269660765987, -2045.35529221902, -772.0238801411406, -468.3484854245564, -2065.0661440593, -1788.8508527207239, -336.63155452091075, -890.8626847633365, -60.962308416667625, -557.6489381983357, 569.6284855005533, -459.9761495444125, -2108.5946998406484, -2061.0014776820044, -632.2950045934042, -98.59314077329287, -1862.8346781368687, -366.90348961029133, -1915.693292782216, -1202.4693576471632, -423.0348276703303, -1133.428577905492, -1132.1500783761721, 463.31643636701153, -997.91018835845, -2160.2299330986625, -1796.4411384526752, -14.335945993399436, -945.9538725498456, -501.7677022327746, -339.896629855834, -1010.2536245713196, 229.1881028298147, -1191.2801890121025, -554.8757014294839, 169.48400658900746, -1263.5179637743515, -1956.813652530198, -328.61234149536244, -1816.0317978044238, -446.3115674763299, 423.54228834072313, 141.78421565929253, -1244.5917154547153, -1686.4019579407984, -1921.573609350801, -1664.1252231301137, -1816.1487367715108, -697.8145938470664, -652.0056732580883, -1577.6537465405152, 33.334324356721694, -1516.9521513051084, -1743.9329767259717, -1182.6684155278463, -1970.9239546359743, -1607.132434927819, -259.5422955004182, 582.6708042134726, -757.0624019515741, 393.36039851336403, -1438.745037842275, -2022.4388839753822, -1035.0611604175244, -2079.3272783103876, -696.3533094064297, -1871.812174304298, -1719.566523756515, -2125.7178996895286, -1737.499192409859, -1744.8198276683777, -576.5565536358796, -2159.702361066114, -1246.4771898700742, -1313.862358142403, -1091.935269487223, 524.1943332966159, -1722.7397136326258, -808.766618186662, -1976.079807245781, -1153.4850899802293, -1210.7410466792771, -909.7550625481612, -1002.3035358839072, -228.43153551707442, -1404.4986347177319, -1656.8336994700073, -955.772031757375, -28.461131424628512, -1735.8923716956915, -1690.334979326802, -1242.393233613431, -760.8428640461386, -176.67310731020478, -1443.2853387961688, -1585.0185297447315, -1156.7455071056665, -1120.7856988460371, -938.9762175846021, -848.3480078054793, -364.2278743827659, -1240.8917733358758, 355.17960215957055, -1976.7714317305745, -121.61931819223908, -1567.2252418411297, -2105.834223838754, -387.665872322083, -1250.37772124211, -2148.662387339764, -1751.7108483573238, -1177.1916680054485, -741.3557782744607, -1346.637219718152, 256.2326643525247, -1671.500219467106, -1002.5346458098684, -1035.2640045668222, -123.46007372770956, -175.4375602731929, -1042.7458097077026, -472.3792063668758, 402.6938048009424, -1444.1770247365077, -1400.8408117437043, -1419.4828578001063, -1120.7919037215552, -1366.6061109022191, 162.49482624024188, -233.57346731412667, -1766.8109391434145, -892.4180141580391, -2013.4790458546831, -1620.9432915628233, -807.2115546147538, -696.5417442174349, -1295.9230883474115, -1830.5762193245546, -1261.426380175148, 173.3584609033785, -2019.0889532281924, -1076.477042287817, -2031.8786470221542, 111.53427643894433, -2125.545197458717, -792.9639293514575, 607.3482498234278, -1232.6031201892438, -1251.599498719496, -836.3701084273944, -279.11833536194865, -1214.3474688208087, -1548.2234274164575, 515.0239323687225, -2124.853041170657, 376.91502914318863, 84.65530084267492, -145.747508080942, -676.1761166067224, 131.11901772750818, 11.59280876126803, -1508.3058619574995, -2088.231240227609, -2057.6408954731273, -1741.695391581209, -1213.0106632878087, -2040.9370248708035, 574.5160979087531, -1383.426306764776, -1406.4312963106736, -1910.5911112754525, -1876.1735336717495, -1513.6804151098665, 126.78263958396637, 502.5828499839817, -2034.542474089657, -2063.384909761444, -2113.3750768326613, -1607.1598667539822, -443.94458439963984, -1766.512389311978, -636.6794715094829, -1916.5814559377993, -255.21147378377051, -1004.3620159700664, -736.1877694706117, -1221.910721472816, -828.8842647197879, 579.0696488893464, -1240.3634967179569, -1086.4652487054734, -1988.7886307720933, -2111.3067086266115, -767.7205334251652, -499.98837007835954, -248.39228052686934, -1663.2325904695226, 526.231661933943, 397.7860429423151, -1869.0874838775492, -1198.1587555426386, -1878.4406134265992, -765.1850694463685, -1095.7401982008657, -2045.3623631699327, -1896.1785895489681, -1920.5087919795749, -472.9710517890434, -1360.6713767636277, -2120.824912683436, -1971.3062778411545, -53.486076155488085, -1732.2113452357398, -381.5805649327729, -1590.7572902815496, -1216.6115988112683, 296.3158184681274, -616.5159624653284, 94.33366345002091, -904.4087667873872, -2022.3198957048132, -988.5171363978203, -716.5345989050472, -548.0029323788173, -1939.0428253283578, -163.85504426682257, -1184.4878617454242, -303.52321926433257, -453.7127590269176, -1916.1741862005247, -1209.6806300220965, -1762.0111459557565, -1545.7810956594008, -980.7086026395846, -1163.495417378928, -650.197948186904, -1570.7421437617893, -1276.4982575598533, 603.319843509786, -1263.4454617845954, -1035.6838358589648, -693.2915796959983, -52.152956665115475, -1433.6666658345637, -757.4112011671458, -1360.7098919911255, -1660.2419970580354, -1375.3048839390476, -2194.896362342313, -1719.2943807467825, -98.61333102806435, -53.13353212471734, 18.83633696952909, -1489.3196731434905, -752.4120945195269, -962.2241057688203, -2116.08884456148, -1513.6628324732676, -969.7983046024146, -64.87152794737739, -1292.9242037507443, -336.61984673224634, 396.4343655694969, 99.18068103439761, -2111.236957098894, -245.10745486005138, 140.56128760596926, -627.4849952758573, -1276.1197112762331, -2035.1758520156898, -1036.4681090442539, 42.700724753711405, -1436.0891421262631, -1704.9873028776744, 592.674160479646, -788.0119488518751, -666.4578905221388, -837.2357810239711, -1153.4737203765283, -1941.7417458183484, -1680.1965450495434, -1500.34983326098, -719.5299215358651, 108.94408252598194, -1383.2227363710856, -1808.0277188120779, -101.08954480377335, -1072.809913908435, -2069.477782016921, -1022.2790419429431, 40.92276246470611, -1114.6963976048548, 378.69613660402626, -1979.3885965564139, 478.47175190434706, -1787.9020782643781, -603.0311222225802, -631.0286172755008, 475.4162213918057, -525.8095980748109, -831.2650214347909, -1270.4665041398368, -954.1845573926246, -1808.0884781544448, -468.6759312512224, -532.9807171846744, -1503.3374012663398, -1928.5244628611083, -2041.2759726243446, -1025.743744431441], \"y\": [-56.36644631866418, 2.229812419453289, 71.29338613609347, -62.47508355317486, -55.610001880263205, -45.03747697202612, -20.99411524880889, -81.6406720001482, 2.8270186409522102, 16.736015600301318, -20.719328812934616, 59.47392394946995, -71.48603987928598, -14.000697981843773, -56.10613145932674, -30.512430855093402, 77.5194919161371, 67.83034441282763, 7.681444935235356, -67.03267374383418, -75.38521972777428, -62.8491147711729, -53.64200704309891, -54.494627091770134, -43.06067811126831, -56.37217806508151, -47.82873098048302, 35.71743419722415, -26.091387066387252, -6.559599261883624, -66.65030566220341, -53.59328987251537, -14.571576439363248, 44.503212495444494, 23.164521935993392, 75.14930715857001, 6.984136319816138, -88.79978432350512, 84.99064966823536, 28.17000525444468, 4.547342587958058, -33.6075851313232, -74.0594012575667, 65.80902541641842, -30.31386459369258, -67.37618384662058, -47.53379000468628, 106.9757339330333, 86.10675752323249, 67.15812055864538, 21.183431056515122, -42.07522687278628, -48.833463875520515, 46.34704958858217, -29.41302655902523, 51.602279788107246, -19.01039152990282, -23.690055520774777, -29.14094284655487, 54.96523839837186, 86.84792861419686, 29.655033975106633, 8.668620413318848, -13.656800648126879, -10.07806325496138, 18.98824579472016, -69.96489675812032, -69.18776250348863, -50.538986221678634, -7.547964583206308, 14.311666099093086, 124.77209143227344, 64.85849514989653, 17.816271358335467, -70.70640233935693, -1.4356108708594257, 30.001640654451155, -27.124844841660455, 115.59652916105865, -71.10107836047266, 122.40895141127994, -50.22429223849051, 77.70933137834874, -39.63355455289568, -8.555752547715077, 107.75089322653145, -62.11534062448324, 19.9278039738399, -6.828298821714385, -50.808706630098484, -18.560610801049055, -36.83709442377063, -62.018444186124725, 40.27610731978287, -69.93137976609118, 34.702774718028664, 4.152951483505275, 73.1887138634073, -20.657277302712558, -62.346286733657, -15.767862369187517, 31.16064561403523, 29.812804765915338, -25.701461379041522, -34.73654642577132, 26.100170180115228, -61.29155180800817, 31.79741915095712, 71.72708939525498, -19.111638573486722, -66.67355404511399, 28.545379626434737, 44.247858237219916, -83.04978218679523, 31.701597391507413, -35.567159214932005, 9.871792451014478, 7.257624295793013, -68.63507582844048, -36.42588274962517, -36.05666800709379, 61.05732356930918, 61.99122011452527, -6.8864568008883085, -46.407222405235544, 24.976157837288955, 27.415222914520687, 12.504890721809423, 88.8581736170053, -23.901213328263903, -17.33994744942075, -54.28138715483009, 81.99570131642263, 17.40263433735405, -11.482670251245965, -16.564466762034638, 56.43789077243238, 18.670736826417727, 35.366859162883024, -57.12420834231249, -26.28474846816843, -55.01324210689327, -69.13378232845295, -68.15980168509222, -76.71115983522917, -6.409440546717646, 9.136262893323114, -20.698288343337477, -66.04020086545066, 5.195341308426542, -60.55414798507381, -65.17487545398798, 113.10221587827705, -25.99864655936947, 59.299486987361426, 31.88093760475193, 30.394799039217716, 159.15400157766283, -78.96147966769813, -84.29231368644973, -36.70110168454515, -63.74150522995895, 15.601550901441755, 111.94998648784635, 53.39834654656696, -50.191479731771615, -32.74269754812501, 2.3833351223495693, -62.71555720357621, 49.2914242255294, 20.75670977367561, -42.954903866313806, -29.103153098252015, -20.62196066940019, -66.04349658704432, 47.62266071623312, -31.284182029242146, 50.08267913091245, -20.25650966038075, -49.86858596312917, -8.884558119198037, -54.78232481484152, -49.66649217359283, -3.2088406073639386, -19.858018908395152, -29.660820830619492, 125.33762220903503, 43.84443320941073, 46.17463320994339, -73.24559881910577, -32.94575790271275, -65.11671961685019, 30.40192538126691, 3.46277784009859, 120.74445320233424, -50.238647520990824, -47.629944698945685, 5.71001024812897, 144.48530667214024, -7.592117406268813, -39.05265947598944, 9.897032830486935, 82.83536624698684, 8.232614541228944, 45.704925746093465, -60.761840616871496, -25.850479891654636, 6.217441496323633, 74.13944546085139, 8.170225732851332, -20.46961817635644, -59.693671864053236, 16.25487446440987, -34.863291614394186, -45.64961050274698, 24.410724893774024, -25.39287380143499, 96.96299889976666, -15.681889339825814, -24.580505079499865, -47.28927241490591, -56.378364213309716, -70.44943844547015, 0.40710246824198754, -6.37134904656766, 34.01123384768426, 123.31847609077278, -52.83888933880733, 13.598438805419633, -42.58192403105003, 90.77613193612581, 48.71497246253801, -30.866012450313345, -25.55866086837206, -23.458627465221998, -9.219388980591491, -14.217747516816662, 10.157051536260251, -18.625189165040258, 28.64514441951056, 87.37139248783114, -50.563401097102016, -69.63026616931968, 32.32831970054117, -30.478170352032304, 24.387992888558447, -66.42965476589322, -39.33381481906922, -53.253232566786494, 64.35073096434756, -34.95513221599406, -31.92233327683766, -51.00606401227532, 83.26623933875436, -40.854499833428385, 90.23881952318044, -11.004845090607278, -71.62546978936793, 90.20847485382201, -71.24159820575123, 56.94417671403053, -68.40273318476163, -85.1174045781783, -23.137073276415727, -82.55383926533895, -21.964822546543456, -24.920020250806218, 129.72576042904151, -57.88685615164386, 0.9701528197946884, -5.72068201846204, -23.587934614110985, 114.18995888728568, -45.686088487184776, 15.527002416988992, -64.33224913505381, -59.58423823262168, -18.2079405002054, -27.891154864496162, -47.61410773283706, -69.67603976581394, -24.831337314334938, 23.188166130734373, 127.96149212781457, 69.0873738633833, -53.35837440276894, 27.213415942255292, 93.8649440502304, -55.61251841705271, 97.93928928198783, -3.529567476000786, -24.65485729290655, -61.64324997656747, -58.98819157676816, 41.36634297784289, -11.518631987963163, 56.95606200964487, 71.48674243054872, 5.607257270534048, 77.59500777104148, 39.59981014593593, -2.8068919721937524, -19.62047153482343, -21.410442534546334, -46.96009709782306, -66.12279349089378, -90.86501042935545, 21.79220366565049, -49.139906874689906, -47.59631111572131, 80.80277908643879, -65.87057126647494, -43.24672665285319, -82.39373721053428, -8.1217525780612, -62.73237118947968, -72.61386409544, -15.52393328768985, -34.99791505046379, -18.41030949640275, 39.24248454406882, -49.90365974078433, -66.07806555522573, 72.77655435983426, 54.564574628872045, 1.180158807133607, -55.995727766078794, -35.51431449684701, -19.93441755709797, 64.96133082882164, 33.75444225731794, 43.42224456016046, 151.94187951493726, -49.72284468094086, 2.678370862941448, -23.051050789548707, 5.034712172672836, -58.84734747008395, 52.590052857431466, 133.19725596023792, 4.160970978507884, 33.54826869518315, 51.790445074856535, -30.00501282002365, 5.208139146762916, -26.39113631273617, 156.93783331827066, -58.34537334386333, -60.20875222186932, 59.80370990399102, 15.019669678170647, -55.08368631612701, -1.5513396946077533, 81.14933021449772, -17.37229073662502, -62.179740793155766, -61.57260572521155, -17.91837012050145, -56.653454612693146, -62.09897516542296, 54.695361673364154, -45.14543468515091, -71.64745734633999, 39.20309238823472, 57.98277092200876, 9.390544359596113, -31.695185596962897, 81.58154166589287, -47.88632311069199, -1.3974054129821902, 34.21907153739092, 80.20934061651933, -93.94083128762102, -60.17068239252385, -7.349440803947417, -42.017208483323394, -21.591275681485502, 13.905728123918395, -51.00967328787424, 58.4594329414285, -64.8185358810668, 135.34060289398658, -42.29017834049342, 25.900592392959524, -76.98474263851402, 8.908233129144957, 65.87894924247149, 44.795556336751915, -53.5006145283227, -21.25929136120309, -47.21494854795937, 3.3527781617757313, -9.122289045822992, -56.90917425917109, 2.049723384131503, 55.66720049739837, 130.84263874902942, -34.971139249832454, 9.640193849695816, -27.166049417257714, -14.46994661157803, -6.9605064112959365, -1.814550740115317, -60.04229694467678, -6.626831141650973, -63.453233768657114, -26.71935754870284, -17.62615114701217, -11.997048792091018, -9.262095479969156, 59.39293874391587, 72.86339924354088, -30.96436594546854, -25.525835659883654, 47.902226533826294, 49.6751010823877, 18.715428118292884, -67.54747226111428, -31.721002096799868, 17.665276151747673, -7.420166793526968, -64.31145304159386, 65.66398207150571, -2.289111549565621, -17.395335696299064, 21.28047677562453, -7.475030787817498, -39.54551676927614, -8.025454166410027, -44.540838203666056, -16.042289664750353, 59.96952579752026, -41.86520507801797, 89.84100467869547, -72.39500031486878, 38.274753988696695, -45.66481630546415, -35.49334128773005, -58.49617187268855, -74.37734100522383, -3.1938136763109473, -15.78482264682517, 109.81172886738098, 57.79995626077318, -27.13205238198232, -63.73618889058359, -31.95014969835092, 6.923688719803181, 40.518522078861636, -26.769546596870622, 4.308568392058267, 12.70553667008292, -70.10427658926106, -38.064585710893354, 0.03483012154637619, -71.85873509936931, -53.689423187063014, -24.559956007941878, 17.94034574484072, -18.50301960154019, -18.19370677933106, 72.60427179679921, 74.63543948570539, -60.218515563696485, 125.87842004251812, -69.49745002512074, -31.324559121326814, -3.173328170615719, -16.691511384070576, -75.30941859976122, -32.22342817741131, -33.616570110413086, -70.80602961595685, -31.690009244210557, 87.68899246023037, -7.0492678369998805, 79.04002383687681, -12.360579336994013, -28.303106746713713, 25.055043502888363, 55.51481207857, 16.081650928554566, -43.207861281233185, -30.864581400085214, 32.21346443001295, 143.76357114387926, 91.59440012815466, -72.48948833632178, -73.15515321562714, -0.4610676818991966, 1.7364811976170458, 25.348500708850807, -28.764320642781044, 90.86636296316358, -67.77096583664692, -44.27126250038426, 38.055809322272935, 46.94025758980285, 39.368738313242396, -28.484726205290805, 22.172301125062106, -48.11502433145457, -28.748491031542052, -5.388275456347396, 22.787814807925667, -82.8524389248561, -73.21104221880394, -54.05285843748995, 69.32495177742238, -65.40659872761401, -71.71593945515683, -13.572485078979271, -28.577617163441, 42.22042037088191, 23.160961495785564, -5.336110136930972, 106.03461264576713, -34.834492759633825, -43.252086349617485, 71.41562104217789, 6.028271068879363, -57.66460493637268, 26.70276301787249, 96.6440121269097, -18.64987110251103, -33.05226233208681, -66.63184518258508, -23.119480007103316, 37.48446487231943, 5.4675836609331325, 6.528461111398643, -53.64284557899544, -7.302439353433224, -41.796593085871216, -64.21501800048745, -19.421769677835208, 10.00713689860376, -10.569523385281078, -70.82236331288894, -41.99366453922155, -54.991918869911636, -6.970067209557837, 14.622345651993312, -61.066261920029405, -71.14414263064731, -69.53168236490819, -43.54865545358509, -25.808836226382606, -21.25624327187246, -34.84164182055806, -64.22851641180787, -39.09995936940283, 98.25029216666195, 35.0601766612603, 20.190646242497888, -53.254976083745305, -58.74523999216396, -58.266103317453, -50.61526313900707, -5.8154124777209235, 6.327226628193816, 39.657045155291755, -46.879043663326414, 33.31418301682673, -8.365738366974172, 66.00560363171004, -29.437231360288212, 36.45862910716251, -74.33293974897403, -28.56439494632318, -51.54494322230307, -21.69705366667932, -23.270873866451634, -45.125411183334016, -8.557594152554085, 46.62712455930687, -37.75320199004339, -82.42142085119433, -25.099460944784152, 81.81563070969086, -70.56180615882859, -51.3739348862687, -37.66350682499694, -9.839476908005818, -66.8644907061989, 132.1437798857949, -57.841320398635, -11.721382728703379, -39.89444090448529, 81.03440038684853, 24.23665318597297, 77.20639025244658, 56.622592710860864, 38.18475762305734, -19.473554523970645, 52.7091911212008, 48.10680341803151, -1.4384344796194912, -12.007327644182919, -36.02668109997577, -18.047943780444783, -19.03946822054135, -20.220428046191888, -22.234868018368662, -88.632153712022, 116.98609218197869, -64.90800464111511, -19.91613074764198, -82.67047612092226, 12.534096268758205, -25.37430928843348, -46.31242915365992, -6.890338474828604, -80.0531857346687, -50.12418290569227, -28.041821077898632, -80.9276229060484, -54.225927814853485, 48.422557338910735, 88.66887315045516, -59.826147475929304, 11.923911468671555, 30.495367654535542, -18.09155912850962, -51.28006558339925, 34.51462924787587, 156.52929747176393, 60.82671304161801, -39.04008747320611, 85.9933471071424, 46.322846339305826, -63.192931106544094, -72.6092513885093, 19.24102158873633, 6.565288643930553, -63.219585407952415, 41.94896734860257, 55.42230515250737, -25.579569015848993, -77.53203495660736, 11.093386167139887, -31.802424152427562, 88.83124671055228, -1.2718652443220195, 66.29490723823146, -1.4674888577705623, -31.54153770103936, -46.86138820468108, -6.121679945498686, 12.291140658899824, -18.703358348929015, 149.64314572237421, 25.846891841973587, -41.495544662768424, 89.22639513894765, -49.56947350526721, 48.56684407385736, -12.152446652629274, 81.01762854756296, -61.23173207270743, -8.966140348925821, -69.22008829947612, 76.62329268443831, -17.36614151885997, 67.03256312290493, -39.46142930750289, -53.88248606673254, 16.93666288014913, 36.74348437816569, -41.2090044703541, -83.08401417347314, 74.34361707845099, -30.43400458315723, -17.372783410148454, -53.391983391736865, -4.315670765875595, 29.615691283990405, -74.76963629652336, -19.876212748022443, 40.85386313353923, -62.30430159992693, 73.74123545029714, -16.428361161681643, -14.931476882545816, 11.45524368047809, -33.01168797890131, -50.35855260585352, -62.79685571400359, 24.955872902057287, -68.60074396863676, -74.22470114007268, 14.758384394650818, 123.94221594859314, 39.14549005236415, 62.09103473245694, 88.70282799991803, -10.301908288103736, 58.893149891750596, -2.894133616418633, 18.080302755889466, -75.66406382734178, -33.122651782942405, -11.495343375498546, 67.01535774358854, 7.822003430377156, 12.45623836851281, -54.66944869868358, 5.519313986910814, -10.322372564739048, -76.9674793516443, 23.527295471031238, -60.505288785360975, 47.656461995858585, -18.8980622650848, -14.062734409199363, -58.47285752859299, -12.538669291359076, -63.46125360032675, -69.45416357623762, 7.038942056948751, -39.28031564326576, -35.35188278729633, 73.19251721853318, 6.142027450144715, 118.99093154339322, 45.8835818153518, -46.9445058397055, 45.729369239191065, -41.669698028590965, -11.234459646846457, -34.32606134285463, 46.593446910949844, -57.15067898181661, 16.236983425140664, 9.340937481040886, -75.54105691036426, -40.266804224742714, 4.660111986635508, 78.01557924643568, 19.38387947992447, 44.1836444124287, 123.10396935568055, -35.24278144918369, -27.444533062811207, -0.3697484561417123, 23.26207582647326, -31.267377990128598, 37.45215353742243, -76.10779935063823, -65.619043943531, -65.24545234061668, 82.14629548094811, -62.678115590322705, -36.16723463059424, 94.57319735672002, -78.26812078943175, 5.0129515642551485, 34.76883499516787, -81.36159337649894, -62.58790438351083, -32.385627608682945, 100.48178504051793, 8.357907204881405, -59.491025050440186, -16.94353364898671, -14.640616790051975, 128.23606841276006, 117.64879821011908, -3.102136166400208, 16.254318931047028, 9.484024796780993, -41.48776297038562, -28.80874420731525, -17.965538869442703, 57.37089499877851, -44.69592611045841, 75.71709359479615, -60.43588554873488, -46.47984418377525, -45.91369163971522, -16.96790817341189, 4.875647208555628, -73.22177086539322, -52.65464325187196, 95.5808727939622, 53.64791970773827, -34.711553894982096, 80.42094355873128, 84.50635406212135, -40.41101344807858, -30.746975446213117, 94.40043740830173, -49.340651925749576, 4.2290056945315175, -9.07186028379621, -10.15395524180669, -38.71474708961415, 7.202642582059388, 21.395892247067685, 72.03666554175003, 45.54441684073935, 24.72365309198567, -66.2161975778965, 3.3920145236294865, -3.569723305936099, -19.65495643807005, -72.53804632473759, -14.387306069035125, -15.591663782171153, -39.96369106300923, -30.153332232224535, 45.26851797920248, -45.83383992127349, -15.788281408733639, 19.005591315530275, 106.69441994545247, -18.18517410136636, -10.210588061571373, 55.621914239190204, 53.65288044488124, -47.627505646244174, -18.672704434207876, -59.0627839768834, -51.17043748220374, -36.845703351230746, -32.61955402211018, -26.801989438468535, 30.277785544597855, -23.002607029290093, -15.473325749354476, 129.84867511662878, 8.952739265414184, 70.25292250594052, -49.25697981936739, 50.835344512213865, 13.153694140615427, -44.38902024903037, -65.4817115696627, -30.974875950797223, 59.96096047007989, 52.48653468512422, -26.810620755974302, 35.93480816793239, 45.694609606571646, 48.69365479344406, 34.13703267270026, 24.105814571845116, 28.58779733064524, -69.65854764810658, 29.03240669423004, -67.32404450732547, 44.00284396493357, 30.56599652112215, -48.63830215887231, -16.118311633290983, -56.16724066133545, -66.35095663111417, -16.841337878558043, -66.69160633694312, -31.92517043349922, -4.8006367605947435, -37.77299998935682, -0.5013850226417211, -3.5016442683381572, -36.389704174156016, 30.440952737055106, -46.268269017147595, 18.286359691652038, 47.737142430639764, 20.92785104801829, 2.6465326021713067, -61.394312296489545, 37.351795878642505, 6.6358081600605985, 80.38556080360458, -26.849629666545948, -4.712167975753276, -17.67843822515938, -27.854631967345632, -6.229920960865805, 46.321610056848925, -11.338328438591653, -9.407706691643728, -6.690555240354256, -27.304399066535108, -51.82611151990416, 27.750153746002685, -38.867528951937004, 94.15717453557602, 89.98553353617801, 130.6841925813191, -11.483700314265757, 70.61663652935813, -10.386349933326613, -43.46289686182921, -78.77861839695923, -44.01030138728205, -48.18181199263164, 51.758720677673004, 47.78464903763034, 21.786901663013403, 60.248325554843184, 74.87654880322971, -67.52374527256643, -39.21079459262329, 74.08664014130206, -38.33688816297297, -65.55591315214564, 22.325166860253013, -28.197351752323122, 86.42765718464271, 39.6497132075185, -63.94453655683604, -40.25466183947182, -45.83379743820595, 8.781323733010383, -12.126758501046078, -46.57292684099008, 28.191393724622447, -36.895915724443846, 92.73399169259963, -62.56422156311193, -43.77622790790273, 24.980199947115356, 10.303314258478899, -60.65953845583837, -20.199060323301865, 10.08899944611748, 2.618295758738441, -18.524338866358217, -61.88383754443376, -45.62227146349622, -36.372003306328, 4.7145030990541255, 23.75428646173203, 63.48963088832147, -69.79465512444526, -12.561307187714633, 42.825293794905555, -43.87312243439928, 106.3992515281034, 26.02610559294888, 36.89001031155475, -39.735802809332675, -13.35266414388542, -60.17116033835089, 54.45581346831056, 50.08145909934591, 3.9747377555063985, 47.54781075277514, -13.98139013924734, 20.213058301911563, -6.434377061227113, -27.98885263918795, -25.178254371110327, 11.508630171381956, -1.347970847195843, -48.60624434646502, -46.88240826892543, 103.795941967038, -18.398282972300642, 74.95278348828131, 15.389970791114576, -70.4767544491042, -22.277383369464957, 13.225396589608891, 99.31828731771493, 6.262223641086138, -24.343701302439563, 47.74702050691111, -83.80954412315592, -50.2722481115893, 43.30401768266901, -29.124829761226387, 17.938253170734306, 96.3709452166369, -66.8130307006769, -66.07535033395853, -47.25079420734448, -3.8715059260305384, -24.606595538964516, -28.454815667180927, 16.381455652338563, 0.905407178294368, 6.763759545277929, -31.570699357117068, -44.17394796780717, 58.43739095866765, -21.288729120479285, -86.67227686429669, -37.33754913511224, -74.71315632938446, -32.2001897019547, -74.34696117576111, 45.364315770104035, -50.52427203672883, -68.87702081848514, -52.145660381907234, -28.819572826749866, 43.31827456227966, 2.7146127232254096, 4.615116677894352, -28.93740489334188, -49.955858656969895, -63.527602201156306, -63.97738175228798, -29.823762839446395, -62.88690025313213, 127.57316067603986, -65.97200520086398, -56.11984950421729, 5.53849397637172, 49.47561824158378, -1.7338004598101358, -18.47993362976101, 16.48218676552322, 93.7888719572266, -55.94710502943525, 61.549371003222, 107.85344469014377, 5.818345927373817, -29.747899105064427, -65.05508138742145, 36.53707871517337, -23.485480141318895, 101.85666560029931, -55.383590559578046, -41.829817628005685, -12.875331715843679, 33.79973951176292, 51.400465483410855, 18.299296073061154, 151.60812970790724, 79.24794607049732, -32.7356823936096, 4.302483219418828, 43.22327462886067, -5.964765751507726, -50.537454801719534, -51.521130453877674, 3.571217805273018, 21.297703856031756, -68.43791269256276, 48.07107501957343, -9.220138087635505, 106.47794232765351, 4.253108689679817, 80.40853561464013, 136.68350875252273, 35.90230477395154, 0.2791417353312425, -49.74969150111382, -14.572340534718728, 12.664255457161254, -23.816298666993227, 12.60639376723024, -68.38212620969328, -36.13034698448225, 88.49844222169344, 26.36848360443575, -48.44172550095402, -6.939687275287675, -1.9189591870639113, 39.654299149541075, -73.3607113199257, 28.91542826999039, 30.355182178927823, -40.064878867541886, 33.2090113845466, -32.358245852764014, -20.143951797927105, -45.350123490483476, -51.61288410253014, -77.01197653759637, 54.401327380564275, -44.68685579729185, -58.57504921954824, 20.92365979051897, -59.19613193388248, 25.45000990725116, 75.97835236386312, 69.85323965482236, 48.99781197363714, -57.00612625422544, 116.55207844234323, -36.36616910314667, -55.18053054941721, 57.63378716805658, -26.243076843436732, 7.351499485190591, 20.77147062298446, 63.70121122638302, 135.70353312058432, 89.12176530490369, -4.107056356124314, 28.00189565369349, 69.8277600567249, -64.27331093017018, -74.11829469812537, 45.14896734870558, -12.242634345919031, -70.84758875911315, -47.10852655237948, 13.909778063210213, -36.557792764348456, 73.14853848819965, -73.46376541375388, 98.48226076457836, -67.07252109986219, -25.5065091940083, -47.18377325392356, -15.8670724909578, 124.46363406893511, 37.34393477163591, -28.595806740059203, 27.835376601188955, 53.24868386430483, -22.308559112011615, 113.73042142751234, -43.809974880653115, -41.57096382006224, -41.355176617526254, 24.175599841597638, -59.115107803687586, -22.182613549472006, -53.82401158403845, -1.5844193562439266, -42.85109274397748, -68.8484627155984, -7.606209677497777, 54.161185360819175, -58.258085859767185, 30.66095427253372, 36.861273884309135, 2.218690620384873, -55.83732336594845, -69.14088585812135, 53.32747154147505, -54.931995885722415, -64.25724171635724, -85.70635092220022, 2.9753643802011394, -60.075383866972935, 6.953042842357256, -55.29019377560306, -49.75333842318419, -55.9039833270328, -13.411401891772327, -68.30708580373536, -49.99002305679544, 3.528194270866278, -52.88782204233557, 26.646883358808175, 85.92166519945648, 6.899361009268532, 28.157658920519516, 56.937748152824206, -16.015708159261735, 76.48653530938904, 64.27214051552019, -59.402120053469396, -60.95367740276358, -60.338344460814305, -19.429605821771908, -60.18116819506077, -50.06707864315413, 70.98860617444628, -16.682019435935995, -53.84396576544434, -55.32239238282972, -41.24545587097245, 153.20308520307813, 96.87197215388153, -61.25177990328216, 96.9503285370415, 2.5924419754652916, -91.16196728102966, -59.24010482531244, -24.738743419113067, 62.08426625303399, 76.83490462760562, 142.74159030097502, -66.26803502155478, 49.032371662975294, -42.46520945689337, 90.96715112318479, -66.95372108007102, -29.744148380157696, -58.695454910544946, -58.74936410308494, 37.26540113970869, 71.95010007264284, 7.232851100608942, 25.71116616302996, 47.51510812262646, 152.23804211881844, -46.60510174393927, 56.171215725999566, 31.12642403400393, 32.79481547979957, 81.53112039369213, -10.519787931397667, 55.51962096616642, -81.00471679593255, 61.02767568398299, 32.28688278667147, -2.2767531700274546, -57.36736172882147, 55.10523924623353, 50.43022360755494, -39.108149103962944, 118.04546429614746, -84.34103540603519, -5.889607014262113, -4.557687346011959, -46.056659945617966, -75.57339421839622, -11.718624271678248, -58.753909362202315, 32.79578839768487, -26.627766512905296, 45.15216312491626, -61.23822015775387, -29.182692175977955, 116.35951020404309, -59.88749166280907, 32.88893506567435, -24.903197966158285, -57.987872024571814, -53.295879765756375, -64.30408078428616, 15.20619664930375, -55.96481701414592, -41.46473786663691, 1.3325441547521237, 115.83008189746452, 12.13631269881329, -49.884939601944666, -26.512472920154, 8.221110501505365, -8.459884577905607, -24.23737076401992, -62.51964997709868, 52.87887779571591, -53.486037232187456, 17.005626763240215, 13.388485714680098, 36.44573696629875, -55.01076506845515, 9.711764059700627, -6.409779316175197, 1.6472281014226564, 81.64963898122345, 71.6026099866751, 45.16516760813438, 74.59964014192893, -6.996348941352083, -73.93225472629216, -49.5925892433319, -4.553616048038898, -70.76317964082908, -56.18985564949922, 5.4739757461892955, -68.47122458346936, 69.2435789713666, -14.61317219601462, 58.44731334150508, 1.0711229216135272, -40.534087612880306, 20.8661461981628, -69.60403979723804, 16.63624702658322, -46.79693840414114, -28.443753437196168, 5.290719452061218, 61.29014430647703, -32.19821722256075, 84.94261586654561, 9.745530296524453, 15.395987787104977, 22.446055804241457, 82.56534249041893, -41.423821131462525, 23.445444059540712, 24.21471163963985, -84.69352059127495, 11.644750818666191, 5.427311197460958, 83.01378489264206, 43.38110512327103, 15.403697178114584, 79.19781777227006, -64.365052944036, 14.227705212743253, 36.24693266755402, -7.332621722234994, -6.55291677951471, -69.75240646717283, -23.236098476073447, -33.70969913364872, -65.17861633334017, 15.176966679539042, 31.72778966048409, -36.60015429072503, -62.61873184091944, -58.23197922197837, -49.36734895035395, 8.556272595537761, -28.120790248019805, -19.408776335659052, -38.06356083557345, 65.97079668654564, 107.87759951783953, 56.43651420865595, -25.478191946482283, 8.446480365327869, 45.92860116696017, 35.238213078936504, 143.0569180123023, 12.248476458540884, -4.655645843708683, 56.49069590129478, -42.17854757928186, -54.501750758031235, 62.5450638562007, -79.63653381874305, 96.19406318418035, -6.179679977551599, 111.23262458254592, -52.793995426467646, 35.52780722208794, -65.48080051109648, -1.469981927476022, 129.86472868560634, 27.002235231410296, -52.91742880265079, 121.14832289039514, -3.9254814342947904, -60.616116023696506, -64.38257098450212, -55.840244817127136, -18.526970252073202, 97.76069449486374, -19.800634516735006, -17.65440342473203, -71.03845232036038, -21.454299699207372, -23.363078831258722, 18.746516414795845, 69.87665062138983, 59.619347237825465, 55.53521004962625, -74.16060252819194, -10.375880669936599, -49.45501839242563, 3.0569545161441476, -35.97961048456882, -28.56669095546336, 70.87870407841758, -34.402860836315945, -34.56012648212718, 98.19629915138002, -39.219132439112265, -22.879313113820697, 85.67697930450973, 155.71760948635003, -27.543566373065833, -4.4240947231323045, 12.572224402630022, 29.743066774432087, 97.64974902702933, 44.25368145684972, -27.392744644390216, 133.42137902451958, -9.487698171409592, -39.714223053356804, -61.28968936341176, 37.27600038231445, -20.29792856217696, -56.92470756208356, -45.322455040034505, 2.259512895007907, 19.374953811764705, -53.884542768325346, -5.839131048695261, 27.109362495261745, -43.45270382702576, -50.77403688354651, -43.26799750386096, -13.005672502476624, -30.321723755777604, 114.2414063849148, 28.993545437071926, 44.33872011495302, -85.04372801606132, 2.868416285309689, 43.913940438225794, -37.290631874773915, -72.6082484377575, -24.350527037112858, -2.2466626562372816, -67.3292639673336, 5.519313986910814, -10.322372564739048, -76.9674793516443, 23.527295471031238, -60.505288785360975, 47.656461995858585, -18.8980622650848, -14.062734409199363, -58.47285752859299, -12.538669291359076, -63.46125360032675, -69.45416357623762, 7.038942056948751, -39.28031564326576, -35.35188278729633, 73.19251721853318, 6.142027450144715, 118.99093154339322, 45.8835818153518, -46.9445058397055, 45.729369239191065, -41.669698028590965, -11.234459646846457, -34.32606134285463, 46.593446910949844, -57.15067898181661, 16.236983425140664, 9.340937481040886, -75.54105691036426, -40.266804224742714, 4.660111986635508, 78.01557924643568, 19.38387947992447, 44.1836444124287, 123.10396935568055, -35.24278144918369, -27.444533062811207, -0.3697484561417123, 23.26207582647326, -31.267377990128598, 37.45215353742243, -76.10779935063823, -65.619043943531, -65.24545234061668, 82.14629548094811, -62.678115590322705, -36.16723463059424, 94.57319735672002, -78.26812078943175, 5.0129515642551485, 34.76883499516787, -81.36159337649894, -62.58790438351083, -32.385627608682945, 100.48178504051793, 8.357907204881405, -59.491025050440186, -16.94353364898671, -14.640616790051975, 128.23606841276006, 117.64879821011908, -3.102136166400208, 16.254318931047028, 9.484024796780993, -41.48776297038562, -28.80874420731525, -17.965538869442703, 57.37089499877851, -44.69592611045841, 75.71709359479615, -60.43588554873488, -46.47984418377525, -45.91369163971522, -16.96790817341189, 4.875647208555628, -73.22177086539322, -52.65464325187196, 95.5808727939622, 53.64791970773827, -34.711553894982096, 80.42094355873128, 84.50635406212135, -40.41101344807858, -30.746975446213117, 94.40043740830173, -49.340651925749576, 4.2290056945315175, -9.07186028379621, -10.15395524180669, -38.71474708961415, 7.202642582059388, 21.395892247067685, 72.03666554175003, 45.54441684073935, 24.72365309198567, -66.2161975778965, 3.3920145236294865, -3.569723305936099, -19.65495643807005, -72.53804632473759, -14.387306069035125, -15.591663782171153, -39.96369106300923, -30.153332232224535, 45.26851797920248, -45.83383992127349, -15.788281408733639, 19.005591315530275, 106.69441994545247, -18.18517410136636, -10.210588061571373, 55.621914239190204, 53.65288044488124, -47.627505646244174, -18.672704434207876, -59.0627839768834, -51.17043748220374, -36.845703351230746, -32.61955402211018, -26.801989438468535, 30.277785544597855, -23.002607029290093, -15.473325749354476, 129.84867511662878, 8.952739265414184, 70.25292250594052, -49.25697981936739, 50.835344512213865, 13.153694140615427, -44.38902024903037, -65.4817115696627, -30.974875950797223, 59.96096047007989, 52.48653468512422, -26.810620755974302, 35.93480816793239, 45.694609606571646, 48.69365479344406, 34.13703267270026, 24.105814571845116, 28.58779733064524, -69.65854764810658, 29.03240669423004, -67.32404450732547, 44.00284396493357, 30.56599652112215, -48.63830215887231, -16.118311633290983, -56.16724066133545, -66.35095663111417, -16.841337878558043, -66.69160633694312, -31.92517043349922, -4.8006367605947435, -37.77299998935682, -0.5013850226417211, -3.5016442683381572, -36.389704174156016, 30.440952737055106, -46.268269017147595, 18.286359691652038, 47.737142430639764, 20.92785104801829, 2.6465326021713067, -61.394312296489545, 37.351795878642505, 6.6358081600605985, 80.38556080360458, -26.849629666545948, -4.712167975753276, -17.67843822515938, -27.854631967345632, -6.229920960865805, 46.321610056848925, -11.338328438591653, -9.407706691643728, -6.690555240354256, -27.304399066535108, -51.82611151990416, 27.750153746002685, -38.867528951937004, 94.15717453557602, 89.98553353617801, 130.6841925813191, -11.483700314265757, 70.61663652935813, -10.386349933326613, -43.46289686182921, -78.77861839695923, -44.01030138728205, -48.18181199263164, 51.758720677673004, 47.78464903763034, 21.786901663013403, 60.248325554843184, 74.87654880322971, -67.52374527256643, -39.21079459262329, 74.08664014130206, -38.33688816297297, -65.55591315214564, 22.325166860253013, -28.197351752323122, 86.42765718464271, 39.6497132075185, -63.94453655683604, -40.25466183947182, -45.83379743820595, 8.781323733010383, -12.126758501046078, -46.57292684099008, 28.191393724622447, -36.895915724443846, 92.73399169259963, -62.56422156311193, -43.77622790790273, 24.980199947115356, 10.303314258478899, -60.65953845583837, -20.199060323301865, 10.08899944611748, 2.618295758738441, -18.524338866358217, -61.88383754443376, -45.62227146349622, -36.372003306328, 4.7145030990541255, 23.75428646173203, 63.48963088832147, -69.79465512444526, -12.561307187714633, 42.825293794905555, -43.87312243439928, 106.3992515281034, 26.02610559294888, 36.89001031155475, -39.735802809332675, -13.35266414388542, -60.17116033835089, 54.45581346831056, 50.08145909934591, 3.9747377555063985, 47.54781075277514, -13.98139013924734, 20.213058301911563, -6.434377061227113, -27.98885263918795, -25.178254371110327, 11.508630171381956, -1.347970847195843, -48.60624434646502, -46.88240826892543, 103.795941967038, -18.398282972300642, 74.95278348828131, 15.389970791114576, -70.4767544491042, -22.277383369464957, 13.225396589608891, 99.31828731771493, 6.262223641086138, -24.343701302439563, 47.74702050691111, -83.80954412315592, -50.2722481115893, 43.30401768266901, -29.124829761226387, 17.938253170734306, 96.3709452166369, -66.8130307006769, -66.07535033395853, -47.25079420734448, -3.8715059260305384, -24.606595538964516, -28.454815667180927, 16.381455652338563, 0.905407178294368, 6.763759545277929, -31.570699357117068, -44.17394796780717, 58.43739095866765, -21.288729120479285, -86.67227686429669, -37.33754913511224, -74.71315632938446, -32.2001897019547, -74.34696117576111, 45.364315770104035, -50.52427203672883, -68.87702081848514, -52.145660381907234, -28.819572826749866, 43.31827456227966, 2.7146127232254096, 4.615116677894352, -28.93740489334188, -49.955858656969895, -63.527602201156306, -63.97738175228798, -29.823762839446395, -62.88690025313213, 127.57316067603986, -65.97200520086398, -56.11984950421729, 5.53849397637172, 49.47561824158378, -1.7338004598101358, -18.47993362976101, 16.48218676552322, 93.7888719572266, -55.94710502943525, 61.549371003222, 107.85344469014377, 5.818345927373817, -29.747899105064427, -65.05508138742145, 36.53707871517337, -23.485480141318895, 101.85666560029931, -55.383590559578046, -41.829817628005685, -12.875331715843679, 33.79973951176292, 51.400465483410855, 18.299296073061154, 151.60812970790724, 79.24794607049732, -32.7356823936096, 4.302483219418828, 43.22327462886067, -5.964765751507726, -50.537454801719534, -51.521130453877674, 3.571217805273018, 21.297703856031756, -68.43791269256276, 48.07107501957343, -9.220138087635505, 106.47794232765351, 4.253108689679817, 80.40853561464013, 136.68350875252273, 35.90230477395154, 0.2791417353312425, -49.74969150111382, -14.572340534718728, 12.664255457161254, -23.816298666993227, 12.60639376723024, -68.38212620969328, -36.13034698448225, 88.49844222169344, 26.36848360443575, -48.44172550095402, -6.939687275287675, -1.9189591870639113, 39.654299149541075, -73.3607113199257, 28.91542826999039, 30.355182178927823, -40.064878867541886, 33.2090113845466, -32.358245852764014, -20.143951797927105, -45.350123490483476, -51.61288410253014, -77.01197653759637, 54.401327380564275, -44.68685579729185, -58.57504921954824, 20.92365979051897, -59.19613193388248, 25.45000990725116, 75.97835236386312, 69.85323965482236, 48.99781197363714, -57.00612625422544, 116.55207844234323, -36.36616910314667, -55.18053054941721, 57.63378716805658, -26.243076843436732, 7.351499485190591, 20.77147062298446, 63.70121122638302, 135.70353312058432, 89.12176530490369, -4.107056356124314, 28.00189565369349, 69.8277600567249, -64.27331093017018, -74.11829469812537, 45.14896734870558, -12.242634345919031, -70.84758875911315, -47.10852655237948, 13.909778063210213, -36.557792764348456, 73.14853848819965, -73.46376541375388, 98.48226076457836, -67.07252109986219, -25.5065091940083, -47.18377325392356, -15.8670724909578, 124.46363406893511, 37.34393477163591, -28.595806740059203, 27.835376601188955, 53.24868386430483, -22.308559112011615, 113.73042142751234, -43.809974880653115, -41.57096382006224, -41.355176617526254, 24.175599841597638, -59.115107803687586, -22.182613549472006, -53.82401158403845, -1.5844193562439266, -42.85109274397748, -68.8484627155984, -7.606209677497777, 54.161185360819175, -58.258085859767185, 30.66095427253372, 36.861273884309135, 2.218690620384873, -55.83732336594845, -69.14088585812135, 53.32747154147505, -54.931995885722415, -64.25724171635724, -85.70635092220022, 2.9753643802011394, -60.075383866972935, 6.953042842357256, -55.29019377560306, -49.75333842318419, -55.9039833270328, -13.411401891772327, -68.30708580373536, -49.99002305679544, 3.528194270866278, -52.88782204233557, 26.646883358808175, 85.92166519945648, 6.899361009268532, 28.157658920519516, 56.937748152824206, -16.015708159261735, 76.48653530938904, 64.27214051552019, -59.402120053469396, -60.95367740276358, -60.338344460814305, -19.429605821771908, -60.18116819506077, -50.06707864315413, 70.98860617444628, -16.682019435935995, -53.84396576544434, -55.32239238282972, -41.24545587097245, 153.20308520307813, 96.87197215388153, -61.25177990328216, 96.9503285370415, 2.5924419754652916, -91.16196728102966, -59.24010482531244, -24.738743419113067, 62.08426625303399, 76.83490462760562, 142.74159030097502, -66.26803502155478, 49.032371662975294, -42.46520945689337, 90.96715112318479, -66.95372108007102, -29.744148380157696, -58.695454910544946, -58.74936410308494, 37.26540113970869, 71.95010007264284, 7.232851100608942, 25.71116616302996, 47.51510812262646, 152.23804211881844, -46.60510174393927, 56.171215725999566, 31.12642403400393, 32.79481547979957, 81.53112039369213, -10.519787931397667, 55.51962096616642, -81.00471679593255, 61.02767568398299, 32.28688278667147, -2.2767531700274546, -57.36736172882147, 55.10523924623353, 50.43022360755494, -39.108149103962944, 118.04546429614746, -84.34103540603519, -5.889607014262113, -4.557687346011959, -46.056659945617966, -75.57339421839622, -11.718624271678248, -58.753909362202315, 32.79578839768487, -26.627766512905296, 45.15216312491626, -61.23822015775387, -29.182692175977955, 116.35951020404309, -59.88749166280907, 32.88893506567435, -24.903197966158285, -57.987872024571814, -53.295879765756375, -64.30408078428616, 15.20619664930375, -55.96481701414592, -41.46473786663691, 1.3325441547521237, 115.83008189746452, 12.13631269881329, -49.884939601944666, -26.512472920154, 8.221110501505365, -8.459884577905607, -24.23737076401992, -62.51964997709868, 52.87887779571591, -53.486037232187456, 17.005626763240215, 13.388485714680098, 36.44573696629875, -55.01076506845515, 9.711764059700627, -6.409779316175197, 1.6472281014226564, 81.64963898122345, 71.6026099866751, 45.16516760813438, 74.59964014192893, -6.996348941352083, -73.93225472629216, -49.5925892433319, -4.553616048038898, -70.76317964082908, -56.18985564949922, 5.4739757461892955, -68.47122458346936, 69.2435789713666, -14.61317219601462, 58.44731334150508, 1.0711229216135272, -40.534087612880306, 20.8661461981628, -69.60403979723804, 16.63624702658322, -46.79693840414114, -28.443753437196168, 5.290719452061218, 61.29014430647703, -32.19821722256075, 84.94261586654561, 9.745530296524453, 15.395987787104977, 22.446055804241457, 82.56534249041893, -41.423821131462525, 23.445444059540712, 24.21471163963985, -84.69352059127495, 11.644750818666191, 5.427311197460958, 83.01378489264206, 43.38110512327103, 15.403697178114584, 79.19781777227006, -64.365052944036, 14.227705212743253, 36.24693266755402, -7.332621722234994, -6.55291677951471, -69.75240646717283, -23.236098476073447, -33.70969913364872, -65.17861633334017, 15.176966679539042, 31.72778966048409, -36.60015429072503, -62.61873184091944, -58.23197922197837, -49.36734895035395, 8.556272595537761, -28.120790248019805, -19.408776335659052, -38.06356083557345, 65.97079668654564, 107.87759951783953, 56.43651420865595, -25.478191946482283, 8.446480365327869, 45.92860116696017, 35.238213078936504, 143.0569180123023, 12.248476458540884, -4.655645843708683, 56.49069590129478, -42.17854757928186, -54.501750758031235, 62.5450638562007, -79.63653381874305, 96.19406318418035, -6.179679977551599, 111.23262458254592, -52.793995426467646, 35.52780722208794, -65.48080051109648, -1.469981927476022, 129.86472868560634, 27.002235231410296, -52.91742880265079, 121.14832289039514, -3.9254814342947904, -60.616116023696506, -64.38257098450212, -55.840244817127136, -18.526970252073202, 97.76069449486374, -19.800634516735006, -17.65440342473203, -71.03845232036038, -21.454299699207372, -23.363078831258722, 18.746516414795845, 69.87665062138983, 59.619347237825465, 55.53521004962625, -74.16060252819194, -10.375880669936599, -49.45501839242563, 3.0569545161441476, -35.97961048456882, -28.56669095546336, 70.87870407841758, -34.402860836315945, -34.56012648212718, 98.19629915138002, -39.219132439112265, -22.879313113820697, 85.67697930450973, 155.71760948635003, -27.543566373065833, -4.4240947231323045, 12.572224402630022, 29.743066774432087, 97.64974902702933, 44.25368145684972, -27.392744644390216, 133.42137902451958, -9.487698171409592, -39.714223053356804, -61.28968936341176, 37.27600038231445, -20.29792856217696, -56.92470756208356, -45.322455040034505, 2.259512895007907, 19.374953811764705, -53.884542768325346, -5.839131048695261, 27.109362495261745, -43.45270382702576, -50.77403688354651, -43.26799750386096, -13.005672502476624, -30.321723755777604, 114.2414063849148, 28.993545437071926, 44.33872011495302, -85.04372801606132, 2.868416285309689, 43.913940438225794, -37.290631874773915, -72.6082484377575, -24.350527037112858, -2.2466626562372816, -67.3292639673336, 5.519313986910814, -10.322372564739048, -76.9674793516443, 23.527295471031238, -60.505288785360975, 47.656461995858585, -18.8980622650848, -14.062734409199363, -58.47285752859299, -12.538669291359076, -63.46125360032675, -69.45416357623762, 7.038942056948751, -39.28031564326576, -35.35188278729633, 73.19251721853318, 6.142027450144715, 118.99093154339322, 45.8835818153518, -46.9445058397055, 45.729369239191065, -41.669698028590965, -11.234459646846457, -34.32606134285463, 46.593446910949844, -57.15067898181661, 16.236983425140664, 9.340937481040886, -75.54105691036426, -40.266804224742714, 4.660111986635508, 78.01557924643568, 19.38387947992447, 44.1836444124287, 123.10396935568055, -35.24278144918369, -27.444533062811207, -0.3697484561417123, 23.26207582647326, -31.267377990128598, 37.45215353742243, -76.10779935063823, -65.619043943531, -65.24545234061668, 82.14629548094811, -62.678115590322705, -36.16723463059424, 94.57319735672002, -78.26812078943175, 5.0129515642551485, 34.76883499516787, -81.36159337649894, -62.58790438351083, -32.385627608682945, 100.48178504051793, 8.357907204881405, -59.491025050440186, -16.94353364898671, -14.640616790051975, 128.23606841276006, 117.64879821011908, -3.102136166400208, 16.254318931047028, 9.484024796780993, -41.48776297038562, -28.80874420731525, -17.965538869442703, 57.37089499877851, -44.69592611045841, 75.71709359479615, -60.43588554873488, -46.47984418377525, -45.91369163971522, -16.96790817341189, 4.875647208555628, -73.22177086539322, -52.65464325187196, 95.5808727939622, 53.64791970773827, -34.711553894982096, 80.42094355873128, 84.50635406212135, -40.41101344807858, -30.746975446213117, 94.40043740830173, -49.340651925749576, 4.2290056945315175, -9.07186028379621, -10.15395524180669, -38.71474708961415, 7.202642582059388, 21.395892247067685, 72.03666554175003, 45.54441684073935, 24.72365309198567, -66.2161975778965, 3.3920145236294865, -3.569723305936099, -19.65495643807005, -72.53804632473759, -14.387306069035125, -15.591663782171153, -39.96369106300923, -30.153332232224535, 45.26851797920248, -45.83383992127349, -15.788281408733639, 19.005591315530275, 106.69441994545247, -18.18517410136636, -10.210588061571373, 55.621914239190204, 53.65288044488124, -47.627505646244174, -18.672704434207876, -59.0627839768834, -51.17043748220374, -36.845703351230746, -32.61955402211018, -26.801989438468535, 30.277785544597855, -23.002607029290093, -15.473325749354476, 129.84867511662878, 8.952739265414184, 70.25292250594052, -49.25697981936739, 50.835344512213865, 13.153694140615427, -44.38902024903037, -65.4817115696627, -30.974875950797223, 59.96096047007989, 52.48653468512422, -26.810620755974302, 35.93480816793239, 45.694609606571646, 48.69365479344406, 34.13703267270026, 24.105814571845116, 28.58779733064524, -69.65854764810658, 29.03240669423004, -67.32404450732547, 44.00284396493357, 30.56599652112215, -48.63830215887231, -16.118311633290983, -56.16724066133545, -66.35095663111417, -16.841337878558043, -66.69160633694312, -31.92517043349922, -4.8006367605947435, -37.77299998935682, -0.5013850226417211, -3.5016442683381572, -36.389704174156016, 30.440952737055106, -46.268269017147595, 18.286359691652038, 47.737142430639764, 20.92785104801829, 2.6465326021713067, -61.394312296489545, 37.351795878642505, 6.6358081600605985, 80.38556080360458, -26.849629666545948, -4.712167975753276, -17.67843822515938, -27.854631967345632, -6.229920960865805, 46.321610056848925, -11.338328438591653, -9.407706691643728, -6.690555240354256, -27.304399066535108, -51.82611151990416, 27.750153746002685, -38.867528951937004, 94.15717453557602, 89.98553353617801, 130.6841925813191, -11.483700314265757, 70.61663652935813, -10.386349933326613, -43.46289686182921, -78.77861839695923, -44.01030138728205, -48.18181199263164, 51.758720677673004, 47.78464903763034, 21.786901663013403, 60.248325554843184, 74.87654880322971, -67.52374527256643, -39.21079459262329, 74.08664014130206, -38.33688816297297, -65.55591315214564, 22.325166860253013, -28.197351752323122, 86.42765718464271, 39.6497132075185, -63.94453655683604, -40.25466183947182, -45.83379743820595, 8.781323733010383, -12.126758501046078, -46.57292684099008, 28.191393724622447, -36.895915724443846, 92.73399169259963, -62.56422156311193, -43.77622790790273, 24.980199947115356, 10.303314258478899, -60.65953845583837, -20.199060323301865, 10.08899944611748, 2.618295758738441, -18.524338866358217, -61.88383754443376, -45.62227146349622, -36.372003306328, 4.7145030990541255, 23.75428646173203, 63.48963088832147, -69.79465512444526, -12.561307187714633, 42.825293794905555, -43.87312243439928, 106.3992515281034, 26.02610559294888, 36.89001031155475, -39.735802809332675, -13.35266414388542, -60.17116033835089, 54.45581346831056, 50.08145909934591, 3.9747377555063985, 47.54781075277514, -13.98139013924734, 20.213058301911563, -6.434377061227113, -27.98885263918795, -25.178254371110327, 11.508630171381956, -1.347970847195843, -48.60624434646502, -46.88240826892543, 103.795941967038, -18.398282972300642, 74.95278348828131, 15.389970791114576, -70.4767544491042, -22.277383369464957, 13.225396589608891, 99.31828731771493, 6.262223641086138, -24.343701302439563, 47.74702050691111, -83.80954412315592, -50.2722481115893, 43.30401768266901, -29.124829761226387, 17.938253170734306, 96.3709452166369, -66.8130307006769, -66.07535033395853, -47.25079420734448, -3.8715059260305384, -24.606595538964516, -28.454815667180927, 16.381455652338563, 0.905407178294368, 6.763759545277929, -31.570699357117068, -44.17394796780717, 58.43739095866765, -21.288729120479285, -86.67227686429669, -37.33754913511224, -74.71315632938446, -32.2001897019547, -74.34696117576111, 45.364315770104035, -50.52427203672883, -68.87702081848514, -52.145660381907234, -28.819572826749866, 43.31827456227966, 2.7146127232254096, 4.615116677894352, -28.93740489334188, -49.955858656969895, -63.527602201156306, -63.97738175228798, -29.823762839446395, -62.88690025313213, 127.57316067603986, -65.97200520086398, -56.11984950421729, 5.53849397637172, 49.47561824158378, -1.7338004598101358, -18.47993362976101, 16.48218676552322, 93.7888719572266, -55.94710502943525, 61.549371003222, 107.85344469014377, 5.818345927373817, -29.747899105064427, -65.05508138742145, 36.53707871517337, -23.485480141318895, 101.85666560029931, -55.383590559578046, -41.829817628005685, -12.875331715843679, 33.79973951176292, 51.400465483410855, 18.299296073061154, 151.60812970790724, 79.24794607049732, -32.7356823936096, 4.302483219418828, 43.22327462886067, -5.964765751507726, -50.537454801719534, -51.521130453877674, 3.571217805273018, 21.297703856031756, -68.43791269256276, 48.07107501957343, -9.220138087635505, 106.47794232765351, 4.253108689679817, 80.40853561464013, 136.68350875252273, 35.90230477395154, 0.2791417353312425, -49.74969150111382, -14.572340534718728, 12.664255457161254, -23.816298666993227, 12.60639376723024, -68.38212620969328, -36.13034698448225, 88.49844222169344, 26.36848360443575, -48.44172550095402, -6.939687275287675, -1.9189591870639113, 39.654299149541075, -73.3607113199257, 28.91542826999039, 30.355182178927823, -40.064878867541886, 33.2090113845466, -32.358245852764014, -20.143951797927105, -45.350123490483476, -51.61288410253014, -77.01197653759637, 54.401327380564275, -44.68685579729185, -58.57504921954824, 20.92365979051897, -59.19613193388248, 25.45000990725116, 75.97835236386312, 69.85323965482236, 48.99781197363714, -57.00612625422544, 116.55207844234323, -36.36616910314667, -55.18053054941721, 57.63378716805658, -26.243076843436732, 7.351499485190591, 20.77147062298446, 63.70121122638302, 135.70353312058432, 89.12176530490369, -4.107056356124314, 28.00189565369349, 69.8277600567249, -64.27331093017018, -74.11829469812537, 45.14896734870558, -12.242634345919031, -70.84758875911315, -47.10852655237948, 13.909778063210213, -36.557792764348456, 73.14853848819965, -73.46376541375388, 98.48226076457836, -67.07252109986219, -25.5065091940083, -47.18377325392356, -15.8670724909578, 124.46363406893511, 37.34393477163591, -28.595806740059203, 27.835376601188955, 53.24868386430483, -22.308559112011615, 113.73042142751234, -43.809974880653115, -41.57096382006224, -41.355176617526254, 24.175599841597638, -59.115107803687586, -22.182613549472006, -53.82401158403845, -1.5844193562439266, -42.85109274397748, -68.8484627155984, -7.606209677497777, 54.161185360819175, -58.258085859767185, 30.66095427253372, 36.861273884309135, 2.218690620384873, -55.83732336594845, -69.14088585812135, 53.32747154147505, -54.931995885722415, -64.25724171635724, -85.70635092220022, 2.9753643802011394, -60.075383866972935, 6.953042842357256, -55.29019377560306, -49.75333842318419, -55.9039833270328, -13.411401891772327, -68.30708580373536, -49.99002305679544, 3.528194270866278, -52.88782204233557, 26.646883358808175, 85.92166519945648, 6.899361009268532, 28.157658920519516, 56.937748152824206, -16.015708159261735, 76.48653530938904, 64.27214051552019, -59.402120053469396, -60.95367740276358, -60.338344460814305, -19.429605821771908, -60.18116819506077, -50.06707864315413, 70.98860617444628, -16.682019435935995, -53.84396576544434, -55.32239238282972, -41.24545587097245, 153.20308520307813, 96.87197215388153, -61.25177990328216, 96.9503285370415, 2.5924419754652916, -91.16196728102966, -59.24010482531244, -24.738743419113067, 62.08426625303399, 76.83490462760562, 142.74159030097502, -66.26803502155478, 49.032371662975294, -42.46520945689337, 90.96715112318479, -66.95372108007102, -29.744148380157696, -58.695454910544946, -58.74936410308494, 37.26540113970869, 71.95010007264284, 7.232851100608942, 25.71116616302996, 47.51510812262646, 152.23804211881844, -46.60510174393927, 56.171215725999566, 31.12642403400393, 32.79481547979957, 81.53112039369213, -10.519787931397667, 55.51962096616642, -81.00471679593255, 61.02767568398299, 32.28688278667147, -2.2767531700274546, -57.36736172882147, 55.10523924623353, 50.43022360755494, -39.108149103962944, 118.04546429614746, -84.34103540603519, -5.889607014262113, -4.557687346011959, -46.056659945617966, -75.57339421839622, -11.718624271678248, -58.753909362202315, 32.79578839768487, -26.627766512905296, 45.15216312491626, -61.23822015775387, -29.182692175977955, 116.35951020404309, -59.88749166280907, 32.88893506567435, -24.903197966158285, -57.987872024571814, -53.295879765756375, -64.30408078428616, 15.20619664930375, -55.96481701414592, -41.46473786663691, 1.3325441547521237, 115.83008189746452, 12.13631269881329, -49.884939601944666, -26.512472920154, 8.221110501505365, -8.459884577905607, -24.23737076401992, -62.51964997709868, 52.87887779571591, -53.486037232187456, 17.005626763240215, 13.388485714680098, 36.44573696629875, -55.01076506845515, 9.711764059700627, -6.409779316175197, 1.6472281014226564, 81.64963898122345, 71.6026099866751, 45.16516760813438, 74.59964014192893, -6.996348941352083, -73.93225472629216, -49.5925892433319, -4.553616048038898, -70.76317964082908, -56.18985564949922, 5.4739757461892955, -68.47122458346936, 69.2435789713666, -14.61317219601462, 58.44731334150508, 1.0711229216135272, -40.534087612880306, 20.8661461981628, -69.60403979723804, 16.63624702658322, -46.79693840414114, -28.443753437196168, 5.290719452061218, 61.29014430647703, -32.19821722256075, 84.94261586654561, 9.745530296524453, 15.395987787104977, 22.446055804241457, 82.56534249041893, -41.423821131462525, 23.445444059540712, 24.21471163963985, -84.69352059127495, 11.644750818666191, 5.427311197460958, 83.01378489264206, 43.38110512327103, 15.403697178114584, 79.19781777227006, -64.365052944036, 14.227705212743253, 36.24693266755402, -7.332621722234994, -6.55291677951471, -69.75240646717283, -23.236098476073447, -33.70969913364872, -65.17861633334017, 15.176966679539042, 31.72778966048409, -36.60015429072503, -62.61873184091944, -58.23197922197837, -49.36734895035395, 8.556272595537761, -28.120790248019805, -19.408776335659052, -38.06356083557345, 65.97079668654564, 107.87759951783953, 56.43651420865595, -25.478191946482283, 8.446480365327869, 45.92860116696017, 35.238213078936504, 143.0569180123023, 12.248476458540884, -4.655645843708683, 56.49069590129478, -42.17854757928186, -54.501750758031235, 62.5450638562007, -79.63653381874305, 96.19406318418035, -6.179679977551599, 111.23262458254592, -52.793995426467646, 35.52780722208794, -65.48080051109648, -1.469981927476022, 129.86472868560634, 27.002235231410296, -52.91742880265079, 121.14832289039514, -3.9254814342947904, -60.616116023696506, -64.38257098450212, -55.840244817127136, -18.526970252073202, 97.76069449486374, -19.800634516735006, -17.65440342473203, -71.03845232036038, -21.454299699207372, -23.363078831258722, 18.746516414795845, 69.87665062138983, 59.619347237825465, 55.53521004962625, -74.16060252819194, -10.375880669936599, -49.45501839242563, 3.0569545161441476, -35.97961048456882, -28.56669095546336, 70.87870407841758, -34.402860836315945, -34.56012648212718, 98.19629915138002, -39.219132439112265, -22.879313113820697, 85.67697930450973, 155.71760948635003, -27.543566373065833, -4.4240947231323045, 12.572224402630022, 29.743066774432087, 97.64974902702933, 44.25368145684972, -27.392744644390216, 133.42137902451958, -9.487698171409592, -39.714223053356804, -61.28968936341176, 37.27600038231445, -20.29792856217696, -56.92470756208356, -45.322455040034505, 2.259512895007907, 19.374953811764705, -53.884542768325346, -5.839131048695261, 27.109362495261745, -43.45270382702576, -50.77403688354651, -43.26799750386096, -13.005672502476624, -30.321723755777604, 114.2414063849148, 28.993545437071926, 44.33872011495302, -85.04372801606132, 2.868416285309689, 43.913940438225794, -37.290631874773915, -72.6082484377575, -24.350527037112858, -2.2466626562372816, -67.3292639673336, 5.519313986910814, -10.322372564739048, -76.9674793516443, 23.527295471031238, -60.505288785360975, 47.656461995858585, -18.8980622650848, -14.062734409199363, -58.47285752859299, -12.538669291359076, -63.46125360032675, -69.45416357623762, 7.038942056948751, -39.28031564326576, -35.35188278729633, 73.19251721853318, 6.142027450144715, 118.99093154339322, 45.8835818153518, -46.9445058397055, 45.729369239191065, -41.669698028590965, -11.234459646846457, -34.32606134285463, 46.593446910949844, -57.15067898181661, 16.236983425140664, 9.340937481040886, -75.54105691036426, -40.266804224742714, 4.660111986635508, 78.01557924643568, 19.38387947992447, 44.1836444124287, 123.10396935568055, -35.24278144918369, -27.444533062811207, -0.3697484561417123, 23.26207582647326, -31.267377990128598, 37.45215353742243, -76.10779935063823, -65.619043943531, -65.24545234061668, 82.14629548094811, -62.678115590322705, -36.16723463059424, 94.57319735672002, -78.26812078943175, 5.0129515642551485, 34.76883499516787, -81.36159337649894, -62.58790438351083, -32.385627608682945, 100.48178504051793, 8.357907204881405, -59.491025050440186, -16.94353364898671, -14.640616790051975, 128.23606841276006, 117.64879821011908, -3.102136166400208, 16.254318931047028, 9.484024796780993, -41.48776297038562, -28.80874420731525, -17.965538869442703, 57.37089499877851, -44.69592611045841, 75.71709359479615, -60.43588554873488, -46.47984418377525, -45.91369163971522, -16.96790817341189, 4.875647208555628, -73.22177086539322, -52.65464325187196, 95.5808727939622, 53.64791970773827, -34.711553894982096, 80.42094355873128, 84.50635406212135, -40.41101344807858, -30.746975446213117, 94.40043740830173, -49.340651925749576, 4.2290056945315175, -9.07186028379621, -10.15395524180669, -38.71474708961415, 7.202642582059388, 21.395892247067685, 72.03666554175003, 45.54441684073935, 24.72365309198567, -66.2161975778965, 3.3920145236294865, -3.569723305936099, -19.65495643807005, -72.53804632473759, -14.387306069035125, -15.591663782171153, -39.96369106300923, -30.153332232224535, 45.26851797920248, -45.83383992127349, -15.788281408733639, 19.005591315530275, 106.69441994545247, -18.18517410136636, -10.210588061571373, 55.621914239190204, 53.65288044488124, -47.627505646244174, -18.672704434207876, -59.0627839768834, -51.17043748220374, -36.845703351230746, -32.61955402211018, -26.801989438468535, 30.277785544597855, -23.002607029290093, -15.473325749354476, 129.84867511662878, 8.952739265414184, 70.25292250594052, -49.25697981936739, 50.835344512213865, 13.153694140615427, -44.38902024903037, -65.4817115696627, -30.974875950797223, 59.96096047007989, 52.48653468512422, -26.810620755974302, 35.93480816793239, 45.694609606571646, 48.69365479344406, 34.13703267270026, 24.105814571845116, 28.58779733064524, -69.65854764810658, 29.03240669423004, -67.32404450732547, 44.00284396493357, 30.56599652112215, -48.63830215887231, -16.118311633290983, -56.16724066133545, -66.35095663111417, -16.841337878558043, -66.69160633694312, -31.92517043349922, -4.8006367605947435, -37.77299998935682, -0.5013850226417211, -3.5016442683381572, -36.389704174156016, 30.440952737055106, -46.268269017147595, 18.286359691652038, 47.737142430639764, 20.92785104801829, 2.6465326021713067, -61.394312296489545, 37.351795878642505, 6.6358081600605985, 80.38556080360458, -26.849629666545948, -4.712167975753276, -17.67843822515938, -27.854631967345632, -6.229920960865805, 46.321610056848925, -11.338328438591653, -9.407706691643728, -6.690555240354256, -27.304399066535108, -51.82611151990416, 27.750153746002685, -38.867528951937004, 94.15717453557602, 89.98553353617801, 130.6841925813191, -11.483700314265757, 70.61663652935813, -10.386349933326613, -43.46289686182921, -78.77861839695923, -44.01030138728205, -48.18181199263164, 51.758720677673004, 47.78464903763034, 21.786901663013403, 60.248325554843184, 74.87654880322971, -67.52374527256643, -39.21079459262329, 74.08664014130206, -38.33688816297297, -65.55591315214564, 22.325166860253013, -28.197351752323122, 86.42765718464271, 39.6497132075185, -63.94453655683604, -40.25466183947182, -45.83379743820595, 8.781323733010383, -12.126758501046078, -46.57292684099008, 28.191393724622447, -36.895915724443846, 92.73399169259963, -62.56422156311193, -43.77622790790273, 24.980199947115356, 10.303314258478899, -60.65953845583837, -20.199060323301865, 10.08899944611748, 2.618295758738441, -18.524338866358217, -61.88383754443376, -45.62227146349622, -36.372003306328, 4.7145030990541255, 23.75428646173203, 63.48963088832147, -69.79465512444526, -12.561307187714633, 42.825293794905555, -43.87312243439928, 106.3992515281034, 26.02610559294888, 36.89001031155475, -39.735802809332675, -13.35266414388542, -60.17116033835089, 54.45581346831056, 50.08145909934591, 3.9747377555063985, 47.54781075277514, -13.98139013924734, 20.213058301911563, -6.434377061227113, -27.98885263918795, -25.178254371110327, 11.508630171381956, -1.347970847195843, -48.60624434646502, -46.88240826892543, 103.795941967038, -18.398282972300642, 74.95278348828131, 15.389970791114576, -70.4767544491042, -22.277383369464957, 13.225396589608891, 99.31828731771493, 6.262223641086138, -24.343701302439563, 47.74702050691111, -83.80954412315592, -50.2722481115893, 43.30401768266901, -29.124829761226387, 17.938253170734306, 96.3709452166369, -66.8130307006769, -66.07535033395853, -47.25079420734448, -3.8715059260305384, -24.606595538964516, -28.454815667180927, 16.381455652338563, 0.905407178294368, 6.763759545277929, -31.570699357117068, -44.17394796780717, 58.43739095866765, -21.288729120479285, -86.67227686429669, -37.33754913511224, -74.71315632938446, -32.2001897019547, -74.34696117576111, 45.364315770104035, -50.52427203672883, -68.87702081848514, -52.145660381907234, -28.819572826749866, 43.31827456227966, 2.7146127232254096, 4.615116677894352, -28.93740489334188, -49.955858656969895, -63.527602201156306, -63.97738175228798, -29.823762839446395, -62.88690025313213, 127.57316067603986, -65.97200520086398, -56.11984950421729, 5.53849397637172, 49.47561824158378, -1.7338004598101358, -18.47993362976101, 16.48218676552322, 93.7888719572266, -55.94710502943525, 61.549371003222, 107.85344469014377, 5.818345927373817, -29.747899105064427, -65.05508138742145, 36.53707871517337, -23.485480141318895, 101.85666560029931, -55.383590559578046, -41.829817628005685, -12.875331715843679, 33.79973951176292, 51.400465483410855, 18.299296073061154, 151.60812970790724, 79.24794607049732, -32.7356823936096, 4.302483219418828, 43.22327462886067, -5.964765751507726, -50.537454801719534, -51.521130453877674, 3.571217805273018, 21.297703856031756, -68.43791269256276, 48.07107501957343, -9.220138087635505, 106.47794232765351, 4.253108689679817, 80.40853561464013, 136.68350875252273, 35.90230477395154, 0.2791417353312425, -49.74969150111382, -14.572340534718728, 12.664255457161254, -23.816298666993227, 12.60639376723024, -68.38212620969328, -36.13034698448225, 88.49844222169344, 26.36848360443575, -48.44172550095402, -6.939687275287675, -1.9189591870639113, 39.654299149541075, -73.3607113199257, 28.91542826999039, 30.355182178927823, -40.064878867541886, 33.2090113845466, -32.358245852764014, -20.143951797927105, -45.350123490483476, -51.61288410253014, -77.01197653759637, 54.401327380564275, -44.68685579729185, -58.57504921954824, 20.92365979051897, -59.19613193388248, 25.45000990725116, 75.97835236386312, 69.85323965482236, 48.99781197363714, -57.00612625422544, 116.55207844234323, -36.36616910314667, -55.18053054941721, 57.63378716805658, -26.243076843436732, 7.351499485190591, 20.77147062298446, 63.70121122638302, 135.70353312058432, 89.12176530490369, -4.107056356124314, 28.00189565369349, 69.8277600567249, -64.27331093017018, -74.11829469812537, 45.14896734870558, -12.242634345919031, -70.84758875911315, -47.10852655237948, 13.909778063210213, -36.557792764348456, 73.14853848819965, -73.46376541375388, 98.48226076457836, -67.07252109986219, -25.5065091940083, -47.18377325392356, -15.8670724909578, 124.46363406893511, 37.34393477163591, -28.595806740059203, 27.835376601188955, 53.24868386430483, -22.308559112011615, 113.73042142751234, -43.809974880653115, -41.57096382006224, -41.355176617526254, 24.175599841597638, -59.115107803687586, -22.182613549472006, -53.82401158403845, -1.5844193562439266, -42.85109274397748, -68.8484627155984, -7.606209677497777, 54.161185360819175, -58.258085859767185, 30.66095427253372, 36.861273884309135, 2.218690620384873, -55.83732336594845, -69.14088585812135, 53.32747154147505, -54.931995885722415, -64.25724171635724, -85.70635092220022, 2.9753643802011394, -60.075383866972935, 6.953042842357256, -55.29019377560306, -49.75333842318419, -55.9039833270328, -13.411401891772327, -68.30708580373536, -49.99002305679544, 3.528194270866278, -52.88782204233557, 26.646883358808175, 85.92166519945648, 6.899361009268532, 28.157658920519516, 56.937748152824206, -16.015708159261735, 76.48653530938904, 64.27214051552019, -59.402120053469396, -60.95367740276358, -60.338344460814305, -19.429605821771908, -60.18116819506077, -50.06707864315413, 70.98860617444628, -16.682019435935995, -53.84396576544434, -55.32239238282972, -41.24545587097245, 153.20308520307813, 96.87197215388153, -61.25177990328216, 96.9503285370415, 2.5924419754652916, -91.16196728102966, -59.24010482531244, -24.738743419113067, 62.08426625303399, 76.83490462760562, 142.74159030097502, -66.26803502155478, 49.032371662975294, -42.46520945689337, 90.96715112318479, -66.95372108007102, -29.744148380157696, -58.695454910544946, -58.74936410308494, 37.26540113970869, 71.95010007264284, 7.232851100608942, 25.71116616302996, 47.51510812262646, 152.23804211881844, -46.60510174393927, 56.171215725999566, 31.12642403400393, 32.79481547979957, 81.53112039369213, -10.519787931397667, 55.51962096616642, -81.00471679593255, 61.02767568398299, 32.28688278667147, -2.2767531700274546, -57.36736172882147, 55.10523924623353, 50.43022360755494, -39.108149103962944, 118.04546429614746, -84.34103540603519, -5.889607014262113, -4.557687346011959, -46.056659945617966, -75.57339421839622, -11.718624271678248, -58.753909362202315, 32.79578839768487, -26.627766512905296, 45.15216312491626, -61.23822015775387, -29.182692175977955, 116.35951020404309, -59.88749166280907, 32.88893506567435, -24.903197966158285, -57.987872024571814, -53.295879765756375, -64.30408078428616, 15.20619664930375, -55.96481701414592, -41.46473786663691, 1.3325441547521237, 115.83008189746452, 12.13631269881329, -49.884939601944666, -26.512472920154, 8.221110501505365, -8.459884577905607, -24.23737076401992, -62.51964997709868, 52.87887779571591, -53.486037232187456, 17.005626763240215, 13.388485714680098, 36.44573696629875, -55.01076506845515, 9.711764059700627, -6.409779316175197, 1.6472281014226564, 81.64963898122345, 71.6026099866751, 45.16516760813438, 74.59964014192893, -6.996348941352083, -73.93225472629216, -49.5925892433319, -4.553616048038898, -70.76317964082908, -56.18985564949922, 5.4739757461892955, -68.47122458346936, 69.2435789713666, -14.61317219601462, 58.44731334150508, 1.0711229216135272, -40.534087612880306, 20.8661461981628, -69.60403979723804, 16.63624702658322, -46.79693840414114, -28.443753437196168, 5.290719452061218, 61.29014430647703, -32.19821722256075, 84.94261586654561, 9.745530296524453, 15.395987787104977, 22.446055804241457, 82.56534249041893, -41.423821131462525, 23.445444059540712, 24.21471163963985, -84.69352059127495, 11.644750818666191, 5.427311197460958, 83.01378489264206, 43.38110512327103, 15.403697178114584, 79.19781777227006, -64.365052944036, 14.227705212743253, 36.24693266755402, -7.332621722234994, -6.55291677951471, -69.75240646717283, -23.236098476073447, -33.70969913364872, -65.17861633334017, 15.176966679539042, 31.72778966048409, -36.60015429072503, -62.61873184091944, -58.23197922197837, -49.36734895035395, 8.556272595537761, -28.120790248019805, -19.408776335659052, -38.06356083557345, 65.97079668654564, 107.87759951783953, 56.43651420865595, -25.478191946482283, 8.446480365327869, 45.92860116696017, 35.238213078936504, 143.0569180123023, 12.248476458540884, -4.655645843708683, 56.49069590129478, -42.17854757928186, -54.501750758031235, 62.5450638562007, -79.63653381874305, 96.19406318418035, -6.179679977551599, 111.23262458254592, -52.793995426467646, 35.52780722208794, -65.48080051109648, -1.469981927476022, 129.86472868560634, 27.002235231410296, -52.91742880265079, 121.14832289039514, -3.9254814342947904, -60.616116023696506, -64.38257098450212, -55.840244817127136, -18.526970252073202, 97.76069449486374, -19.800634516735006, -17.65440342473203, -71.03845232036038, -21.454299699207372, -23.363078831258722, 18.746516414795845, 69.87665062138983, 59.619347237825465, 55.53521004962625, -74.16060252819194, -10.375880669936599, -49.45501839242563, 3.0569545161441476, -35.97961048456882, -28.56669095546336, 70.87870407841758, -34.402860836315945, -34.56012648212718, 98.19629915138002, -39.219132439112265, -22.879313113820697, 85.67697930450973, 155.71760948635003, -27.543566373065833, -4.4240947231323045, 12.572224402630022, 29.743066774432087, 97.64974902702933, 44.25368145684972, -27.392744644390216, 133.42137902451958, -9.487698171409592, -39.714223053356804, -61.28968936341176, 37.27600038231445, -20.29792856217696, -56.92470756208356, -45.322455040034505, 2.259512895007907, 19.374953811764705, -53.884542768325346, -5.839131048695261, 27.109362495261745, -43.45270382702576, -50.77403688354651, -43.26799750386096, -13.005672502476624, -30.321723755777604, 114.2414063849148, 28.993545437071926, 44.33872011495302, -85.04372801606132, 2.8684162853096913, 43.913940438225794, -37.290631874773915, -72.6082484377575, -24.350527037112855, -2.246662656237282, -67.3292639673336], \"z\": [-11.062718199561562, -1.0092484002373339, 0.896205733186321, 10.778870430078378, -11.032436122910658, 11.139805988637665, -3.9520532324433533, -1.4752723172715165, 0.9596569900768611, -0.8001820162743671, 0.8030570367712558, 11.40913720609911, 0.5266695924000588, -11.04030405571533, -1.1151207008992898, 12.625350203529763, -5.801084595702475, -5.522299075226893, 13.529301980686729, -9.227899419937453, -6.417208267283496, 11.006703167600932, 0.05350364042424299, 13.124155765697532, 0.2974040390557886, -11.557129122170766, -4.420639772211373, 1.1969255788332702, 12.662460883091933, -11.025388162976041, 12.904850355493986, 12.595079019742508, 10.783335260446075, -0.8979646067074007, 11.568155349613189, 0.8713386739517102, -4.107705132987784, 0.20362448980157846, 13.815955483247782, 11.44385930749102, 11.291073114195134, -4.420174252703375, -1.264335222589634, 13.605190064268967, -4.113164998334266, 12.87283793559836, 13.176949727239979, 13.592535305296416, 1.1350413347815482, -3.406943614088103, -4.000707064992606, 0.5820031281489786, 11.069231216747939, -8.943916373482857, 0.5885502577471979, -0.4841181980723871, 13.202101753123344, -9.073988919746231, 0.7537237923935327, 1.4404633047482742, 13.992557639678973, -9.017669852872805, -6.343141910152576, 1.1314225376276905, -0.886206919159628, 0.6719965548495365, -1.2000116144376816, -4.317287991690455, -5.9720288009295075, -5.996746336356445, 13.401249695300638, -0.01102335444684999, 1.500698345226027, -3.9340265497386704, 10.913274507386234, 10.932137012240522, 11.188786189947587, -4.526497558115906, 14.040253546255531, 10.839541525321971, 2.1196623195307565, -9.703472526642235, 13.895296377601234, -6.598252685479904, -9.341553593820715, -10.089562599801182, -9.149983638576765, -4.0093409592543585, 0.5429802778490853, -9.129901261122525, -5.8535564236266255, 0.9403383932681599, -9.13908228601934, 11.5319557804934, -4.120118245281891, 1.3232627931583387, 0.5010427949084999, -10.313872371149882, 0.7239045752208175, -4.40939867796158, -8.842675008191202, 0.7527284794440954, -5.8058068377903025, -9.242748446226017, -4.390217458934006, -1.0285380144820997, -6.198102908697126, -5.728511142136586, -5.109291405166336, -6.30389062297192, -9.26008479608797, -10.779452906731677, -10.954317633741983, 12.689813480414747, -10.427027693914651, -9.250038457335686, -8.948113939410172, 10.887793880964908, 10.705289193945664, 12.891787710353153, 0.4377784336809669, 1.0285615208902368, -8.905308225459025, -11.022784783667525, -10.958707994435978, -5.961647421203393, 11.311293170463903, 0.5975610865680275, 1.0411217568773046, -4.001415159849409, 0.3742208391196089, 13.084053171524928, -3.297763250585661, 13.51574173020204, 10.97187189560603, -10.889320085903202, 13.671294225044123, -0.5704788051987317, -3.889978251058966, -1.5841281035373809, -1.165666357747723, -10.926139042976581, 0.8502078729420887, 0.8317618475171055, 12.463968444013481, -3.7286277099427614, -3.900589609058395, 0.35069751002177185, -1.1386728892797477, 13.351763749211198, 0.08122770481567866, -6.059467448916055, -8.626457775472904, -3.997556393646593, 0.8751678606513721, 0.6475757139070115, 0.5936508070872041, 1.5480460343531035, -6.476214760172628, -1.718387061469833, -9.284356152266733, 1.0288946522793068, 10.946065357754275, 14.14309914787729, 13.768527014357579, -6.395864087120718, -4.07048970978101, -6.334223636561185, 0.9031775663489019, 13.174493008875524, 13.667493961920172, 10.68540438252448, 12.686378755370232, 13.3215618751368, -9.12886684247271, -5.513418560406184, -0.8811351495607967, 13.820510628608753, -11.05789981144061, -1.0976672934802083, 10.92155645283437, 13.047648367848007, -9.000617785596129, 11.399511577498416, -4.100923603878912, -6.211388780232624, -8.099120796729208, -3.8034444666681355, 11.153748818419343, 10.814500073679008, 10.941983688691634, -9.026038608590218, 11.053266708582438, 1.0610762963036242, 11.835460162328769, 10.567934889930555, 0.6342425071588541, -8.573708530988366, 1.3124670013340856, -10.795470562755982, 12.627231454890339, -9.02548299637021, 13.874290212213841, -6.218083170806771, 0.8392902135962867, -11.03512076844551, -1.0647171131827473, -3.736391748771308, -3.4421155201856224, -11.019108339841999, -0.9435744031478815, -6.1796180724225245, 1.113178901183825, -8.963152572226269, 0.43339743851637774, 13.68593413074946, -10.89935528968044, -8.648231378990516, -10.895301807785767, 0.954997969270325, 1.0536517655652384, 0.3583670205622509, 12.594943269666244, 11.351126152934196, -4.020105422930392, -3.649528241084576, 1.3209540669824633, -9.141128012678983, -9.030395315624379, -1.354109462644119, 1.0070587660421395, 11.616998143223675, -4.29342427266182, 11.36971545176314, 13.318267559223612, 12.997535179120192, -9.169567802935926, 12.86443253331863, 11.306793798031126, -4.036757050819624, 14.054144024534349, -0.9870888817122672, -1.58539467144092, -10.932276294526172, -11.107662032277684, 0.8593832895166805, -1.3531631688972017, 0.8907068281703252, 12.372269939487053, -10.306197320908606, 0.4389106501608953, -3.9893226559425643, -1.044202830905119, 14.070879832548137, -9.59859791174363, -10.13709218920177, -8.931218018868156, 12.597448472799652, 14.065080970912367, 10.746308870688274, -10.362675592552634, 10.72140118129797, 12.666896563835582, -11.254875351315583, -9.507164014900894, -5.833364412495642, -6.02407461105936, 1.312626510162646, 12.972834224696722, 0.8643546299687862, 0.6973074973878591, 1.172768791936918, 14.014242744450454, -1.3462109932655208, -11.1526063784214, -4.320774532456922, 12.914435691359394, -3.818327562584022, 12.741154139584387, 13.09839252594664, 0.8051754990357851, 10.875132341034039, 1.250590667199953, 1.1720046849489094, 1.8896442052177307, 0.9357835626249698, -8.740407267440293, -5.635715043765646, 13.082373493353128, -3.208168782890413, 0.3728513947869645, -3.874323897014234, -4.259545651625774, 13.012371676244609, -0.3457351277367478, 13.376302227847908, 13.752485257617094, 1.4840299579991836, -3.6571988127801087, -0.42053617115146513, 1.1532919276358633, -3.6433467193934628, -1.2323208508884278, -6.084848078468716, 13.125906885683593, 10.81173902342512, 12.309400870862286, -5.696694217621004, 0.7430550708820094, -10.909176204483101, -3.2159813417625864, 10.292737441976538, 0.7391722029417142, 12.669116066851295, 10.781148812143293, 10.974451948480061, -9.204224622419904, 0.8858088611834185, -9.551547396129084, -6.337522399074567, 11.247394639187013, -9.49183164118839, -4.805161439342474, -10.314522286127097, -3.7401905322561935, -0.938975400820716, 0.8841304323190039, 0.9365924729503422, -5.97439672567768, 0.982128062260901, -3.706755567376048, -3.801857831838197, 1.5246788371911826, 12.616358887983358, -3.748244971969995, 13.333671752186303, 1.0541662434745112, 13.137048359599426, 13.847032469470896, 1.249551411283018, -5.990683172051969, -0.8988706427116389, 11.275806120623724, -6.006592607096234, -3.802720098139394, -9.391645868123877, 1.425577874550868, -9.42570794257576, -11.033159025951438, -10.71445619772462, -8.935047410148877, -6.529732385736712, 13.496132233548604, 0.9718905360737806, -4.383061758966393, -3.955640121299624, 10.990884312911684, -3.99384241726686, -10.993542397023862, 10.949561287131882, 0.8933136720003045, 0.11976739301544291, 10.790252194300907, -10.343895713394526, 13.710790693716769, -4.260679228625088, 10.75546132515752, 1.0230205672422943, 0.15282461021631086, -9.30782582969997, 1.177184310650951, -5.713182393994507, 12.35174636682949, 0.8413088161064679, -6.337552980503643, 0.34045974096333065, -8.732604800752373, 11.190258751677403, -6.296632953475087, 13.886010699607759, -1.1528897398414473, 1.1581145221118285, -4.363590808067416, -1.0358622513204423, -6.295029779847914, 1.0882884234709493, 13.854014449547662, 1.4911742171541489, -9.432744101297528, 12.994236577078082, 12.687729711630723, -4.023442004549641, -10.858118427958857, 0.2249569614275463, -0.7284207056621976, 13.747362047690231, -3.286845353413251, -1.2400302069497073, -4.067297391761118, -8.898432597050695, -10.68218404544629, -4.334224876354896, -10.617718732993419, 13.036498345585233, -10.944425530583652, 1.0154901698185599, -6.009963192858705, -1.1284001304757223, -0.9556693027982474, -8.757497213212874, -10.859934321330027, -3.109934696194999, -6.2152020564833865, -3.947886523275949, 11.148445868340197, 1.3011575802589226, -3.98730040258337, 10.833469861537726, -4.316509569128927, -10.55155129810299, 13.185435136096423, 0.37702903903274143, 1.5881955102231586, -10.684856944800881, -0.9967970919026897, 0.8905704822497787, -5.716458275584057, -6.358374390620072, -9.422250728105254, 0.6814607971833692, -3.7565009526481012, 11.398015350541337, 11.191353159670939, -3.306846162576223, -6.271063125155407, -8.698478234578642, 11.052108105282143, 11.064656478469121, -4.029546690588988, -1.2940586320825738, -0.7891063586881282, -10.817355088923694, -5.357958916374578, -10.491588833590392, -6.2554838218065125, 12.78716265096078, -4.369627645715298, -11.107448532379584, 13.625082499712601, 10.748042829905016, 0.5000622642846766, 10.883623103882455, -11.28223784140846, -11.134893296401392, -1.281938073063502, -9.243121609003731, 0.11444934402271038, -4.097512273719755, -10.848952956178174, 1.1237566178170064, 1.1071052250696214, -10.305276527685276, 11.76997230273121, -5.879389923444575, -10.070458292233797, 10.871370856663994, 11.158263299802632, 11.031686061787598, -0.8714592745099213, 12.647060782827959, -11.207104519098563, -1.1401862701881713, -9.34685632841983, -10.952180496903864, -10.399433066819567, -9.03750942598704, 1.0599181719146291, -5.916425098069464, -1.1234635794764751, 0.6334945421547242, 11.479331392241521, -3.612177193362686, -4.2657248343691, 12.60468662241581, 10.938699434812989, 14.331447494857485, -5.100433951002641, 12.761589905363001, -6.274167777303561, -1.3392031040173409, 0.5880404435390935, 1.1879305528924604, 0.8040907084089728, 1.9700401208107046, -4.182903182752037, 0.20188579319326427, -0.6225406834366832, 1.4532297536010275, 13.642754091246955, -11.13402488667157, 1.0533039584257406, -8.87678236070453, -10.801128934727968, 1.0393350163063355, 12.947292012716725, -9.481209681857168, 12.731401400023325, -1.1190349461812283, 1.837604316998261, -4.24279630760921, 10.792703207605195, -4.250670835643521, -6.592982176448876, -8.722676532260339, -6.207978971242796, -0.8455501360690244, -8.38029186235294, 13.136917319442391, -1.0014335224407007, 0.8642831246679349, -6.01557079287065, -6.187212206018543, 1.2538884627929954, -8.40964632824352, 13.058173587833181, -6.194834376525825, 0.7706862085748992, -3.9408216040118376, 0.7407168500955881, 11.513494961731606, -10.823942970400198, -4.1488691054134454, 1.183074719513669, 11.099518615253425, -1.5292615410027208, -4.1882173554738955, 12.980269934179184, 12.952338846472614, 10.201704525390086, 12.823303811748275, 13.050293157129298, -5.841853219532763, -3.9237954553835785, -4.135676147862468, -10.992817236613956, -4.409190614273459, -4.334720308041096, 1.063310684720606, -4.250958120229662, 0.21936305101632375, -5.999321334681517, 10.71035622618621, 11.474767793925487, -0.8306638423202682, -9.171830847536114, 12.57509847639206, -4.024120960410451, -11.172765391614458, -6.718581026535687, -9.273184625316341, 11.306952346342964, -3.6830695105129143, -4.003829323103096, -10.917184888523908, -1.0302328108591525, -3.355797552262584, -6.649029326514096, -5.846005434079489, -6.302170634304718, 10.920528532977462, 12.758954140511996, 11.347940183725544, -11.126441689018062, 12.831183440095622, -6.032864946141322, 13.84361810756084, 0.20788655821346583, 12.580863022769806, 12.74077105831363, 14.034824966360254, -4.376034605830369, 0.2456974700157834, -6.285513183752605, 13.459975862414227, -1.435820949083791, -9.937979139131473, 0.8846242114274445, 13.418500790745213, -9.190663391544216, 13.960689362632284, 11.000569106729152, 0.9722552976962785, 11.18859479247056, 13.537440408823109, 1.0726637842833406, -5.897380324067763, 13.607278233965545, -1.2524279438907515, -8.996740504974978, 0.36422738129662313, 0.811213555624668, 10.855235083216652, -4.013552452502398, -9.307551867968229, 12.648349510541076, -8.518130006147182, 10.836197881639862, 11.046324511477863, -1.3188242604197196, -4.1342832147352295, 0.8419835642651632, -10.870008429788216, 0.6779201086685648, 12.396971683180643, -6.505118814857607, -0.9239526015715184, -4.386393618738676, -9.23779971718946, 0.7686234540025975, 1.1336253252788406, -1.0349260384325951, 0.7706497441982587, -5.8338677977519735, -1.018690852034734, -11.109688866396187, 11.559712526905477, 2.3664770410242992, -3.4002802978163977, 12.900160825294181, 1.5086815720477598, 13.728637982128337, -11.046762678779324, -11.03437914577259, -8.97671393000884, 0.9619793354254498, 0.0764526967575131, -8.291060280584041, 0.7237008017731572, -10.609611164947585, 0.7031527575519503, 13.565996971980992, 10.65653171180822, 1.0065428682483952, 10.769611207796226, 13.777001779277372, 13.414074712497275, -0.8919554161438608, 13.147817656462173, -10.65474616748937, 11.448565338672838, 0.6549493543085453, 14.46956996626787, -6.052145910122896, 12.774082321405556, 1.0593058637181356, -1.021612542070687, 1.3515030906942844, -5.879462839535028, 14.0180561901412, 10.9488859428623, 13.42994188125393, -6.18303226265025, 11.685244708615587, -8.89669118124977, 11.639411546080117, 0.2628741530434533, 12.845418737961646, 13.040846770554525, -3.9053528802804247, -11.136710269744166, 12.675327711454562, 0.8947338795308983, 1.0108344363341215, -9.13900626827704, -9.096399281770493, -3.985047675780688, -8.966823938014851, -6.543239348091645, 12.868996468090755, 11.414822500933758, -4.606832392584387, 0.8902008018237143, -9.087281093117433, -6.226637386652192, -5.836380554801554, -1.3189876993851906, -4.071818488238676, -4.004885062520766, 0.6718859208625987, -1.2108850169560268, -6.299812729112609, 13.463363028111338, -8.212173537548528, 0.6923503619568157, -10.462406301624863, 0.9700631693826368, -10.919430017011576, -10.744092140324923, -6.034829412815203, -3.788192956968997, 0.7844216961078212, -6.209816164267491, -9.511812337292668, 1.0121487451857214, -5.755076991839059, 13.120194366466016, 12.720589828743853, -0.7067773706739566, -11.227678055763858, -6.182552762863892, 11.225692544588684, 10.46837741267424, 11.207510323323168, 10.763424481036454, -6.049709145370242, 0.9194255159885266, -11.035140126811918, 12.597510802016142, 10.967183070422085, -3.7254003775378353, -10.964988390517552, 0.2331871026142863, 0.9468511046622327, -4.103931873747116, 1.7445069536416462, 13.701040540348066, -11.077376298529359, 13.731713586585625, -11.13317849047799, 0.4449038569540055, 0.7021885289646231, 13.29677551002344, 0.06807044873352928, 11.105229414785896, -3.9487865000841564, -1.2279974058893892, 12.837203319474716, -4.080585244860276, 13.711402059082094, 1.1477011201912977, -3.5618696108525447, -5.177140828223177, -9.137125420250554, 12.835666710058046, -6.10287478385406, -10.72574338334977, -6.092844401324632, 11.151567895845512, -11.340445922426047, -9.288224899859223, -11.117913740715823, 1.0848381959004578, 0.1381585449017912, -6.568617507934175, 1.429603164717187, -4.333212284434687, -6.135514705996001, -5.843869538875758, -4.293289418596826, 0.8061631699784934, -0.8239390044410744, -5.143955502078847, 13.519309557056413, -0.9829095921950036, -1.1541876118077985, 11.19637068880363, -3.186606021809746, 14.03647669676231, -10.828593118449737, -8.866557478144125, 10.904157814746194, -6.6508646703277305, -1.2590016250410292, -4.325728870592327, 1.2511884526821708, -9.187644539655963, 0.9977120644846533, -4.168801825887793, -6.447327117767049, -4.235605747149144, -3.9604454417844317, -9.091759498753033, 0.7646310614361286, 12.793028306205555, 11.892482356256021, -8.562641974225965, -4.447191739252759, 0.9366947009265246, 0.7684589008816509, 11.0129179514369, -1.0453156934977486, -0.23559566616288777, -6.4726327206906085, -9.158336276864228, -10.998098178409558, 13.474054141945164, 13.13133236990487, 13.580662862255041, 11.110837806609144, -5.862680684526294, 13.778208570750321, -10.616740569993269, 12.794657551341057, -9.123432395164022, 12.914365016750923, -1.1693566935088633, -6.4660871145465375, 0.895971565894855, 0.4029698937083814, -1.0086127740455895, -6.125770558418292, -8.487360734064987, 12.89718519686221, -9.332402633403632, -9.055033245038588, -9.979491178161322, -11.085587030153306, -8.904927940211527, 1.5353100373882598, 13.735491851649941, -11.001115793212998, -11.019109155592387, -9.185588733229148, -6.102916266019882, -9.238900409962357, 0.6195600089095961, -4.130941693241478, -10.975864156199615, -1.3043600339432577, 0.7852398067080215, 1.9845589570588917, 13.454049563199774, 13.932953829497313, 0.8585096801512985, -5.304590994508572, -6.013467613924136, -1.4933547413516672, 1.0205692280918421, 11.106008014086493, -0.6310799992236718, 13.680314786475153, -0.9923044029805212, 1.128701920033445, -10.321436865627847, -8.713380263405552, -10.98442414069397, 0.5778000188139483, -3.866234126729736, -1.2245239988888064, -0.5745221708658624, -4.1679685097824715, 11.581598533292809, -4.072168062019575, -4.63988263192949, 13.435316255257938, 1.001201610695321, -6.3622987115965985, -6.065004133831262, 11.02154399582219, -1.476317303233403, -4.362077392274541, -9.23502251407167, 11.107779803416244, -5.946095844219517, 11.049224100138806, -10.500887872052807, 11.178860828340502, 13.26959479108165, -3.387768965052136, 0.5419685458145286, 13.417872593246376, -6.121393996960246, 1.077436872396295, -11.20373322967855, 11.35733143836058, -3.7358999954783485, -4.400791855813467, 0.3936319239978132, -4.062640826746276, -5.868279707658656, -5.580669445121442, 0.9995432678186013, -0.916016184029683, 10.742504271639897, -9.127699087731898, -4.081420803370101, 11.35735958269279, -4.209750885681732, -10.656622626553826, 14.059889861531587, -9.986513024283921, -0.6471260911055562, 1.0620855209808244, -1.2786699158715078, -1.494383633538806, 12.782025933816438, 12.625713445524507, -4.4325420937595545, -10.703176938776643, 13.749944403338347, -0.9370861236564189, -10.233616473628002, 1.0482061096347508, -1.1195418234171768, 10.435949453521449, -8.274753018982224, -6.118018062864594, 0.8314687963800531, -8.933584489559422, 11.192622360487855, 13.865614409981502, -8.707957539241535, -9.462146811406658, -9.008325452136212, 11.151683166250692, -3.9689949925770307, -0.8283563030164072, 0.09244695894724161, -5.703707116129172, 10.83380326236897, -8.730295479173277, -8.992965354966776, 0.8912589178945899, 13.562628870262568, -10.587287319908324, 0.7131472039042638, -4.399695201412969, -0.5499930183811108, 10.886018857869255, -1.0029506037783635, 0.1571360027615543, 12.777170414128378, -5.939952576290955, -10.878338396686388, -0.7676858334940454, 0.7844085656094254, -4.128511393146219, 13.323121146506157, -5.433814930937951, 0.7912588803566125, -8.47017946994422, -10.834693966962945, 11.314503408130184, -11.163056109452812, -11.026947511162852, 0.19476859718351855, 1.1667266577033975, -3.7515901725311167, -4.115744204680522, 1.1931012110075254, -10.94226564027786, 13.442736150897476, 0.578634527141266, 0.7311109768110944, -1.3816502126360917, -1.0246484516500152, 11.193876705446238, -4.127702425347171, -6.585539527646339, -3.6095701963429, 11.190114418797592, -8.850540128066166, -10.773665521429017, 0.8393732356833358, 0.6433525638985321, 13.437020739599786, -3.392599645261183, 0.9829305650745835, -11.098521215756579, -8.878778110084097, 12.258210033232347, -4.1221960827483946, 11.560073104883967, -6.445695652724818, -0.8791947111302749, 0.7438094783673324, -1.131689216311295, 10.900644621972083, -11.343429537338908, -11.213389036070204, 0.7807119713613673, -9.333642572514862, 0.5253006529100895, -4.182593950705559, -10.677157243583256, -11.073728290955241, -4.163757751921087, -5.697958868495302, -4.181711280841589, 12.532180004347522, 0.7965095381076863, -1.1164442024373198, -1.307729723075413, 0.5556820680772668, -0.8630168194023836, -4.194313664233258, 10.912515440465002, 11.003204971416064, -6.175292391479088, -6.0609242458383354, 1.176453413425493, -9.263502565139031, 11.064357100921415, 13.129943212436356, -6.006650258660089, -9.04835325463486, -9.086314772011999, 10.815300221713496, 14.18009659338974, -9.40877908502681, -9.291193915562353, -5.786569360657705, 13.84482373162237, -5.844223487194281, 10.964522839409183, -6.120348658337801, 13.845699271764996, 0.4831551278506587, 11.429938788008313, 1.0846828307487728, 13.447190876199203, -11.111553106522091, -4.102676548730662, -11.021983242535695, 0.4478888697457159, -8.177307379366107, 0.9879397780217253, 13.099240563614758, -5.671001441950739, -9.045032025968977, 11.165862448927603, 13.621997017999545, -2.7029818462146205, 1.5052581594504402, -6.501122455968136, 0.5499870145901657, 11.214156623842396, -3.936285887244097, 12.663684797885008, -1.2737511588331016, -11.26274603525969, 0.6554990050877787, 0.9217161516122688, -5.65044905966228, 0.3492126429732363, 1.5007505718091219, 1.2659747918620032, 13.976803839491232, 14.240004237356509, -5.903746132935262, 1.5118638103889703, -11.06160852508881, 0.3386725604048927, -1.1863629949441201, 10.520558313579496, 13.580033451202333, -11.475544245895032, -9.19679687684739, -10.35718929908598, 11.156299978878414, -1.1550222446404241, 0.9898092300259761, 0.5773023410833987, -0.9029596874345741, -9.148267753053775, -3.7457593996044993, 11.578829925019068, 0.7673716175476207, -8.870644716914011, -9.061243878849323, -8.938594824340392, -11.343773456063651, 1.1660788907481714, 12.446989217840729, -3.692989773800052, -4.307171062254604, -9.613344632935455, 11.06055350811617, -6.270604506087587, -8.78241005145591, -10.669610001083187, 13.759231439258896, -10.504819600067192, -10.954111591845189, 1.2049971365405183, -1.2937446587184889, -11.041005855610113, 0.7053579443655985, -0.9147600099975759, 0.6829614833943698, 0.8808006603545785, -10.49110286018297, 14.309208363965553, 1.0132182958940423, -3.9940371329868563, -10.869636151488542, 14.006550890492928, 0.9535103582373792, -6.57537210295313, -5.671397124417612, -1.1226267523475233, 12.562300981538392, 10.369811597848535, 13.062510293951686, -10.660277835483742, 13.849717802703557, 0.5556100746361747, 11.605987825923867, -11.053036230391372, 12.90686389382201, -10.86356785027966, 1.1386443637624073, 1.7688282031111169, -0.6300989137434555, -9.002984484519839, 10.976819023484948, -5.5806438380384895, 13.431253590839829, 1.2249459513108096, 12.618476728655489, -1.1455652662386215, -11.30794617616951, -0.8936063635076188, -4.255223509518468, 12.793087375581262, -4.202031231103534, -11.034219212794342, 10.497101809922132, -6.221382911119212, 0.5110666783412137, 1.2525990213528977, -6.132449415572596, 1.10309629860687, -4.071518353345712, -11.063891891206246, 10.872850493637316, -11.020614558282096, 0.7574725077513562, -4.076718313953364, 13.054554339651183, 0.4325599586674506, -5.898285065343519, 10.901856508681218, -10.972746867126979, 10.978224058868648, -10.904049005478546, -9.161152946209196, -8.668352977417628, 0.7784553431019322, -6.52073470736195, -4.300374437744269, -1.2887395478504258, -4.186537414891443, -0.06968325463207131, 0.43900923276824994, -0.7283981950319505, 0.8031556341257344, 1.015549393166001, -10.022979211556992, -10.137339191157805, 0.1905367620396686, 10.960856249752155, -8.994005354013547, -4.0557735535100425, -10.97312233032951, -9.180347998303791, -5.249677746055246, 11.070601339552503, -9.758063369579993, -11.033008155479004, -11.229013728122604, 14.456013160682113, 13.876037138362983, 12.794045891860282, -5.2759305802066265, -10.753376471707094, 12.299332085542604, -9.175351210978063, -5.879436333899216, -10.347481675619834, 1.3556388205281769, 14.363926115543553, -4.211314417801276, 11.628346718602248, -9.213314940532033, -3.585360947484033, -9.253041414316035, -10.871108222303736, 12.879722512621393, 12.830981954276597, -5.752700029584445, -10.338963765659198, -6.005110563118159, -5.670782209939883, 11.107299658704125, 1.4906120496288109, -4.451315769806545, 13.611435559042993, 13.75099013168913, -5.767238019058378, -8.198059867132478, 13.320712716968682, 0.8842859288667988, 12.706872173741969, -0.5779208345632166, 0.4455494831331665, -11.143333555862975, -1.0089458438604526, -10.397749682436006, -10.421475932038621, -4.426262494792411, 1.6066719976006272, 0.6201554162199553, 10.943372256504409, -9.271547932605285, -4.101330691849187, 0.8508879072770688, -3.7967874564207746, -1.1956800630258935, -3.5605052478680284, 0.7075772681669779, -5.776253234395733, 0.9876549727994018, 0.8324118981340393, 14.250395380244541, -6.080984392075398, -8.72570278522122, -4.105724885324839, -9.175537222863529, -0.9908359592884514, -9.26245452865582, -4.1753355093537925, 13.152205641646772, -1.1006546231106327, 0.4548159802458657, -10.32065838758809, 13.494277248039273, -9.27964043448506, -1.4880498366156951, -10.715058337655293, -10.878032443485539, 11.012945328657635, -9.511949598920147, 1.5348264316673395, -11.09164289671872, -11.106225008930027, 13.491834766939396, -9.115950589741017, 12.525350657966397, -10.945714256515087, -4.0988966821484585, -6.176935803411139, -8.533880954769835, -5.225059823032652, 0.7528339698446193, 13.98875362504165, 13.235194046152305, -1.277217689786359, 1.033065407656665, 10.63179189277351, -1.1656522966257623, -6.1675246688305645, -3.648374212361124, 10.962519737706975, 0.8931848086535276, -6.2401763402511055, 11.134064099702616, 13.40807106266701, 11.146902564883822, 13.570399806204545, -1.0803595711919995, -6.000661098153676, -8.950605725472133, -1.0882169415359175, 13.429619569890468, -5.688804573228635, -4.131261182701314, 11.60287441892821, 1.3597957140823353, 1.2224930154638418, -9.137542676466099, 0.8364313591052743, -1.0544514315395344, 13.686626980024162, 13.695294133624863, -6.554650520826815, -5.932937688130539, -9.030137561239947, -5.238524419669631, -11.016067397783205, -6.104609257554732, 0.9316067592640113, 0.7189718097605716, 0.5367451233375781, -5.660510576937007, -0.929502866808435, 0.5496980207696383, 11.006557061084148, 13.339950386953292, -9.361638213261765, -11.130628033725092, 0.6713306188480054, 0.6693996693032047, -11.358449062555142, -1.0049268890087797, -1.3612159756980782, -10.958206064215556, -5.86102361633929, -6.372396226362676, -11.015303686467428, 12.605336940539763, -0.43947352452685623, 1.160418610309578, 1.502435180408814, -9.181047535293555, -4.0137487302511605, 0.8502460196113103, -0.8966360313782215, 1.2274640059633268, -9.081067289984425, -3.9957378702831243, 13.762371087471719, 0.8945507955629276, -6.044770838511377, 13.722471354717987, 12.736325001152506, -3.1781379944962733, -1.0228973168228173, -9.880065259520718, -1.0795814460302966, -4.125956502708136, -1.220162330338529, -5.82131694712393, 11.870353556425142, -10.957934756514348, -6.18894128082122, -3.1446129284649884, 11.304243041104682, 11.047174129207434, -9.248727353980483, 13.136045035570428, 13.301723233069353, -0.41389205191302736, -11.126906871272709, -4.2696216344932845, -6.1851274183212634, -11.059450946984803, -9.019536785000954, 0.5767456466524891, 11.702288706541571, 13.620675216882288, -5.788312509435913, 10.685589083373555, 10.983999365511814, 12.416283739063237, -11.202897974737215, 13.18492749853448, -4.3788216427351365, -5.802790216151606, -9.294674645895467, -9.076262897906108, 1.0856016606562842, 10.933437091894495, -4.354470734934961, -5.29270633779501, 14.311216902650948, -4.636024323339247, -0.9557728593700898, -10.902320979901056, 13.255277159309355, 1.85494413281662, 0.8323389705679176, -3.8780613999295377, -2.84524392919229, -10.998263522088306, -1.3465394037630314, 10.890886921021977, 13.601892037822061, -4.296306825664764, -11.24328152161884, 13.23641496879606, 13.113622428261277, -4.042775871330929, -1.1879844501072767, -1.2788284114697634, 13.705718382967822, 12.493061370148759, 1.00125314080462, -11.156653208645865, -1.0867479105306215, 10.575209365106376, -10.175503503870177, -3.7097901903864696, 0.5697824568767683, 12.561259270671988, 0.42504785478339413, 1.1974848575783705, -9.21160298492972, -6.179498998542538, 11.246776564776512, 1.4821757655064303, -6.389537610622243, -0.7067773706739566, -11.227678055763858, -6.182552762863892, 11.225692544588684, 10.46837741267424, 11.207510323323168, 10.763424481036454, -6.049709145370242, 0.9194255159885266, -11.035140126811918, 12.597510802016142, 10.967183070422085, -3.7254003775378353, -10.964988390517552, 0.2331871026142863, 0.9468511046622327, -4.103931873747116, 1.7445069536416462, 13.701040540348066, -11.077376298529359, 13.731713586585625, -11.13317849047799, 0.4449038569540055, 0.7021885289646231, 13.29677551002344, 0.06807044873352928, 11.105229414785896, -3.9487865000841564, -1.2279974058893892, 12.837203319474716, -4.080585244860276, 13.711402059082094, 1.1477011201912977, -3.5618696108525447, -5.177140828223177, -9.137125420250554, 12.835666710058046, -6.10287478385406, -10.72574338334977, -6.092844401324632, 11.151567895845512, -11.340445922426047, -9.288224899859223, -11.117913740715823, 1.0848381959004578, 0.1381585449017912, -6.568617507934175, 1.429603164717187, -4.333212284434687, -6.135514705996001, -5.843869538875758, -4.293289418596826, 0.8061631699784934, -0.8239390044410744, -5.143955502078847, 13.519309557056413, -0.9829095921950036, -1.1541876118077985, 11.19637068880363, -3.186606021809746, 14.03647669676231, -10.828593118449737, -8.866557478144125, 10.904157814746194, -6.6508646703277305, -1.2590016250410292, -4.325728870592327, 1.2511884526821708, -9.187644539655963, 0.9977120644846533, -4.168801825887793, -6.447327117767049, -4.235605747149144, -3.9604454417844317, -9.091759498753033, 0.7646310614361286, 12.793028306205555, 11.892482356256021, -8.562641974225965, -4.447191739252759, 0.9366947009265246, 0.7684589008816509, 11.0129179514369, -1.0453156934977486, -0.23559566616288777, -6.4726327206906085, -9.158336276864228, -10.998098178409558, 13.474054141945164, 13.13133236990487, 13.580662862255041, 11.110837806609144, -5.862680684526294, 13.778208570750321, -10.616740569993269, 12.794657551341057, -9.123432395164022, 12.914365016750923, -1.1693566935088633, -6.4660871145465375, 0.895971565894855, 0.4029698937083814, -1.0086127740455895, -6.125770558418292, -8.487360734064987, 12.89718519686221, -9.332402633403632, -9.055033245038588, -9.979491178161322, -11.085587030153306, -8.904927940211527, 1.5353100373882598, 13.735491851649941, -11.001115793212998, -11.019109155592387, -9.185588733229148, -6.102916266019882, -9.238900409962357, 0.6195600089095961, -4.130941693241478, -10.975864156199615, -1.3043600339432577, 0.7852398067080215, 1.9845589570588917, 13.454049563199774, 13.932953829497313, 0.8585096801512985, -5.304590994508572, -6.013467613924136, -1.4933547413516672, 1.0205692280918421, 11.106008014086493, -0.6310799992236718, 13.680314786475153, -0.9923044029805212, 1.128701920033445, -10.321436865627847, -8.713380263405552, -10.98442414069397, 0.5778000188139483, -3.866234126729736, -1.2245239988888064, -0.5745221708658624, -4.1679685097824715, 11.581598533292809, -4.072168062019575, -4.63988263192949, 13.435316255257938, 1.001201610695321, -6.3622987115965985, -6.065004133831262, 11.02154399582219, -1.476317303233403, -4.362077392274541, -9.23502251407167, 11.107779803416244, -5.946095844219517, 11.049224100138806, -10.500887872052807, 11.178860828340502, 13.26959479108165, -3.387768965052136, 0.5419685458145286, 13.417872593246376, -6.121393996960246, 1.077436872396295, -11.20373322967855, 11.35733143836058, -3.7358999954783485, -4.400791855813467, 0.3936319239978132, -4.062640826746276, -5.868279707658656, -5.580669445121442, 0.9995432678186013, -0.916016184029683, 10.742504271639897, -9.127699087731898, -4.081420803370101, 11.35735958269279, -4.209750885681732, -10.656622626553826, 14.059889861531587, -9.986513024283921, -0.6471260911055562, 1.0620855209808244, -1.2786699158715078, -1.494383633538806, 12.782025933816438, 12.625713445524507, -4.4325420937595545, -10.703176938776643, 13.749944403338347, -0.9370861236564189, -10.233616473628002, 1.0482061096347508, -1.1195418234171768, 10.435949453521449, -8.274753018982224, -6.118018062864594, 0.8314687963800531, -8.933584489559422, 11.192622360487855, 13.865614409981502, -8.707957539241535, -9.462146811406658, -9.008325452136212, 11.151683166250692, -3.9689949925770307, -0.8283563030164072, 0.09244695894724161, -5.703707116129172, 10.83380326236897, -8.730295479173277, -8.992965354966776, 0.8912589178945899, 13.562628870262568, -10.587287319908324, 0.7131472039042638, -4.399695201412969, -0.5499930183811108, 10.886018857869255, -1.0029506037783635, 0.1571360027615543, 12.777170414128378, -5.939952576290955, -10.878338396686388, -0.7676858334940454, 0.7844085656094254, -4.128511393146219, 13.323121146506157, -5.433814930937951, 0.7912588803566125, -8.47017946994422, -10.834693966962945, 11.314503408130184, -11.163056109452812, -11.026947511162852, 0.19476859718351855, 1.1667266577033975, -3.7515901725311167, -4.115744204680522, 1.1931012110075254, -10.94226564027786, 13.442736150897476, 0.578634527141266, 0.7311109768110944, -1.3816502126360917, -1.0246484516500152, 11.193876705446238, -4.127702425347171, -6.585539527646339, -3.6095701963429, 11.190114418797592, -8.850540128066166, -10.773665521429017, 0.8393732356833358, 0.6433525638985321, 13.437020739599786, -3.392599645261183, 0.9829305650745835, -11.098521215756579, -8.878778110084097, 12.258210033232347, -4.1221960827483946, 11.560073104883967, -6.445695652724818, -0.8791947111302749, 0.7438094783673324, -1.131689216311295, 10.900644621972083, -11.343429537338908, -11.213389036070204, 0.7807119713613673, -9.333642572514862, 0.5253006529100895, -4.182593950705559, -10.677157243583256, -11.073728290955241, -4.163757751921087, -5.697958868495302, -4.181711280841589, 12.532180004347522, 0.7965095381076863, -1.1164442024373198, -1.307729723075413, 0.5556820680772668, -0.8630168194023836, -4.194313664233258, 10.912515440465002, 11.003204971416064, -6.175292391479088, -6.0609242458383354, 1.176453413425493, -9.263502565139031, 11.064357100921415, 13.129943212436356, -6.006650258660089, -9.04835325463486, -9.086314772011999, 10.815300221713496, 14.18009659338974, -9.40877908502681, -9.291193915562353, -5.786569360657705, 13.84482373162237, -5.844223487194281, 10.964522839409183, -6.120348658337801, 13.845699271764996, 0.4831551278506587, 11.429938788008313, 1.0846828307487728, 13.447190876199203, -11.111553106522091, -4.102676548730662, -11.021983242535695, 0.4478888697457159, -8.177307379366107, 0.9879397780217253, 13.099240563614758, -5.671001441950739, -9.045032025968977, 11.165862448927603, 13.621997017999545, -2.7029818462146205, 1.5052581594504402, -6.501122455968136, 0.5499870145901657, 11.214156623842396, -3.936285887244097, 12.663684797885008, -1.2737511588331016, -11.26274603525969, 0.6554990050877787, 0.9217161516122688, -5.65044905966228, 0.3492126429732363, 1.5007505718091219, 1.2659747918620032, 13.976803839491232, 14.240004237356509, -5.903746132935262, 1.5118638103889703, -11.06160852508881, 0.3386725604048927, -1.1863629949441201, 10.520558313579496, 13.580033451202333, -11.475544245895032, -9.19679687684739, -10.35718929908598, 11.156299978878414, -1.1550222446404241, 0.9898092300259761, 0.5773023410833987, -0.9029596874345741, -9.148267753053775, -3.7457593996044993, 11.578829925019068, 0.7673716175476207, -8.870644716914011, -9.061243878849323, -8.938594824340392, -11.343773456063651, 1.1660788907481714, 12.446989217840729, -3.692989773800052, -4.307171062254604, -9.613344632935455, 11.06055350811617, -6.270604506087587, -8.78241005145591, -10.669610001083187, 13.759231439258896, -10.504819600067192, -10.954111591845189, 1.2049971365405183, -1.2937446587184889, -11.041005855610113, 0.7053579443655985, -0.9147600099975759, 0.6829614833943698, 0.8808006603545785, -10.49110286018297, 14.309208363965553, 1.0132182958940423, -3.9940371329868563, -10.869636151488542, 14.006550890492928, 0.9535103582373792, -6.57537210295313, -5.671397124417612, -1.1226267523475233, 12.562300981538392, 10.369811597848535, 13.062510293951686, -10.660277835483742, 13.849717802703557, 0.5556100746361747, 11.605987825923867, -11.053036230391372, 12.90686389382201, -10.86356785027966, 1.1386443637624073, 1.7688282031111169, -0.6300989137434555, -9.002984484519839, 10.976819023484948, -5.5806438380384895, 13.431253590839829, 1.2249459513108096, 12.618476728655489, -1.1455652662386215, -11.30794617616951, -0.8936063635076188, -4.255223509518468, 12.793087375581262, -4.202031231103534, -11.034219212794342, 10.497101809922132, -6.221382911119212, 0.5110666783412137, 1.2525990213528977, -6.132449415572596, 1.10309629860687, -4.071518353345712, -11.063891891206246, 10.872850493637316, -11.020614558282096, 0.7574725077513562, -4.076718313953364, 13.054554339651183, 0.4325599586674506, -5.898285065343519, 10.901856508681218, -10.972746867126979, 10.978224058868648, -10.904049005478546, -9.161152946209196, -8.668352977417628, 0.7784553431019322, -6.52073470736195, -4.300374437744269, -1.2887395478504258, -4.186537414891443, -0.06968325463207131, 0.43900923276824994, -0.7283981950319505, 0.8031556341257344, 1.015549393166001, -10.022979211556992, -10.137339191157805, 0.1905367620396686, 10.960856249752155, -8.994005354013547, -4.0557735535100425, -10.97312233032951, -9.180347998303791, -5.249677746055246, 11.070601339552503, -9.758063369579993, -11.033008155479004, -11.229013728122604, 14.456013160682113, 13.876037138362983, 12.794045891860282, -5.2759305802066265, -10.753376471707094, 12.299332085542604, -9.175351210978063, -5.879436333899216, -10.347481675619834, 1.3556388205281769, 14.363926115543553, -4.211314417801276, 11.628346718602248, -9.213314940532033, -3.585360947484033, -9.253041414316035, -10.871108222303736, 12.879722512621393, 12.830981954276597, -5.752700029584445, -10.338963765659198, -6.005110563118159, -5.670782209939883, 11.107299658704125, 1.4906120496288109, -4.451315769806545, 13.611435559042993, 13.75099013168913, -5.767238019058378, -8.198059867132478, 13.320712716968682, 0.8842859288667988, 12.706872173741969, -0.5779208345632166, 0.4455494831331665, -11.143333555862975, -1.0089458438604526, -10.397749682436006, -10.421475932038621, -4.426262494792411, 1.6066719976006272, 0.6201554162199553, 10.943372256504409, -9.271547932605285, -4.101330691849187, 0.8508879072770688, -3.7967874564207746, -1.1956800630258935, -3.5605052478680284, 0.7075772681669779, -5.776253234395733, 0.9876549727994018, 0.8324118981340393, 14.250395380244541, -6.080984392075398, -8.72570278522122, -4.105724885324839, -9.175537222863529, -0.9908359592884514, -9.26245452865582, -4.1753355093537925, 13.152205641646772, -1.1006546231106327, 0.4548159802458657, -10.32065838758809, 13.494277248039273, -9.27964043448506, -1.4880498366156951, -10.715058337655293, -10.878032443485539, 11.012945328657635, -9.511949598920147, 1.5348264316673395, -11.09164289671872, -11.106225008930027, 13.491834766939396, -9.115950589741017, 12.525350657966397, -10.945714256515087, -4.0988966821484585, -6.176935803411139, -8.533880954769835, -5.225059823032652, 0.7528339698446193, 13.98875362504165, 13.235194046152305, -1.277217689786359, 1.033065407656665, 10.63179189277351, -1.1656522966257623, -6.1675246688305645, -3.648374212361124, 10.962519737706975, 0.8931848086535276, -6.2401763402511055, 11.134064099702616, 13.40807106266701, 11.146902564883822, 13.570399806204545, -1.0803595711919995, -6.000661098153676, -8.950605725472133, -1.0882169415359175, 13.429619569890468, -5.688804573228635, -4.131261182701314, 11.60287441892821, 1.3597957140823353, 1.2224930154638418, -9.137542676466099, 0.8364313591052743, -1.0544514315395344, 13.686626980024162, 13.695294133624863, -6.554650520826815, -5.932937688130539, -9.030137561239947, -5.238524419669631, -11.016067397783205, -6.104609257554732, 0.9316067592640113, 0.7189718097605716, 0.5367451233375781, -5.660510576937007, -0.929502866808435, 0.5496980207696383, 11.006557061084148, 13.339950386953292, -9.361638213261765, -11.130628033725092, 0.6713306188480054, 0.6693996693032047, -11.358449062555142, -1.0049268890087797, -1.3612159756980782, -10.958206064215556, -5.86102361633929, -6.372396226362676, -11.015303686467428, 12.605336940539763, -0.43947352452685623, 1.160418610309578, 1.502435180408814, -9.181047535293555, -4.0137487302511605, 0.8502460196113103, -0.8966360313782215, 1.2274640059633268, -9.081067289984425, -3.9957378702831243, 13.762371087471719, 0.8945507955629276, -6.044770838511377, 13.722471354717987, 12.736325001152506, -3.1781379944962733, -1.0228973168228173, -9.880065259520718, -1.0795814460302966, -4.125956502708136, -1.220162330338529, -5.82131694712393, 11.870353556425142, -10.957934756514348, -6.18894128082122, -3.1446129284649884, 11.304243041104682, 11.047174129207434, -9.248727353980483, 13.136045035570428, 13.301723233069353, -0.41389205191302736, -11.126906871272709, -4.2696216344932845, -6.1851274183212634, -11.059450946984803, -9.019536785000954, 0.5767456466524891, 11.702288706541571, 13.620675216882288, -5.788312509435913, 10.685589083373555, 10.983999365511814, 12.416283739063237, -11.202897974737215, 13.18492749853448, -4.3788216427351365, -5.802790216151606, -9.294674645895467, -9.076262897906108, 1.0856016606562842, 10.933437091894495, -4.354470734934961, -5.29270633779501, 14.311216902650948, -4.636024323339247, -0.9557728593700898, -10.902320979901056, 13.255277159309355, 1.85494413281662, 0.8323389705679176, -3.8780613999295377, -2.84524392919229, -10.998263522088306, -1.3465394037630314, 10.890886921021977, 13.601892037822061, -4.296306825664764, -11.24328152161884, 13.23641496879606, 13.113622428261277, -4.042775871330929, -1.1879844501072767, -1.2788284114697634, 13.705718382967822, 12.493061370148759, 1.00125314080462, -11.156653208645865, -1.0867479105306215, 10.575209365106376, -10.175503503870177, -3.7097901903864696, 0.5697824568767683, 12.561259270671988, 0.42504785478339413, 1.1974848575783705, -9.21160298492972, -6.179498998542538, 11.246776564776512, 1.4821757655064303, -6.389537610622243, -0.7067773706739566, -11.227678055763858, -6.182552762863892, 11.225692544588684, 10.46837741267424, 11.207510323323168, 10.763424481036454, -6.049709145370242, 0.9194255159885266, -11.035140126811918, 12.597510802016142, 10.967183070422085, -3.7254003775378353, -10.964988390517552, 0.2331871026142863, 0.9468511046622327, -4.103931873747116, 1.7445069536416462, 13.701040540348066, -11.077376298529359, 13.731713586585625, -11.13317849047799, 0.4449038569540055, 0.7021885289646231, 13.29677551002344, 0.06807044873352928, 11.105229414785896, -3.9487865000841564, -1.2279974058893892, 12.837203319474716, -4.080585244860276, 13.711402059082094, 1.1477011201912977, -3.5618696108525447, -5.177140828223177, -9.137125420250554, 12.835666710058046, -6.10287478385406, -10.72574338334977, -6.092844401324632, 11.151567895845512, -11.340445922426047, -9.288224899859223, -11.117913740715823, 1.0848381959004578, 0.1381585449017912, -6.568617507934175, 1.429603164717187, -4.333212284434687, -6.135514705996001, -5.843869538875758, -4.293289418596826, 0.8061631699784934, -0.8239390044410744, -5.143955502078847, 13.519309557056413, -0.9829095921950036, -1.1541876118077985, 11.19637068880363, -3.186606021809746, 14.03647669676231, -10.828593118449737, -8.866557478144125, 10.904157814746194, -6.6508646703277305, -1.2590016250410292, -4.325728870592327, 1.2511884526821708, -9.187644539655963, 0.9977120644846533, -4.168801825887793, -6.447327117767049, -4.235605747149144, -3.9604454417844317, -9.091759498753033, 0.7646310614361286, 12.793028306205555, 11.892482356256021, -8.562641974225965, -4.447191739252759, 0.9366947009265246, 0.7684589008816509, 11.0129179514369, -1.0453156934977486, -0.23559566616288777, -6.4726327206906085, -9.158336276864228, -10.998098178409558, 13.474054141945164, 13.13133236990487, 13.580662862255041, 11.110837806609144, -5.862680684526294, 13.778208570750321, -10.616740569993269, 12.794657551341057, -9.123432395164022, 12.914365016750923, -1.1693566935088633, -6.4660871145465375, 0.895971565894855, 0.4029698937083814, -1.0086127740455895, -6.125770558418292, -8.487360734064987, 12.89718519686221, -9.332402633403632, -9.055033245038588, -9.979491178161322, -11.085587030153306, -8.904927940211527, 1.5353100373882598, 13.735491851649941, -11.001115793212998, -11.019109155592387, -9.185588733229148, -6.102916266019882, -9.238900409962357, 0.6195600089095961, -4.130941693241478, -10.975864156199615, -1.3043600339432577, 0.7852398067080215, 1.9845589570588917, 13.454049563199774, 13.932953829497313, 0.8585096801512985, -5.304590994508572, -6.013467613924136, -1.4933547413516672, 1.0205692280918421, 11.106008014086493, -0.6310799992236718, 13.680314786475153, -0.9923044029805212, 1.128701920033445, -10.321436865627847, -8.713380263405552, -10.98442414069397, 0.5778000188139483, -3.866234126729736, -1.2245239988888064, -0.5745221708658624, -4.1679685097824715, 11.581598533292809, -4.072168062019575, -4.63988263192949, 13.435316255257938, 1.001201610695321, -6.3622987115965985, -6.065004133831262, 11.02154399582219, -1.476317303233403, -4.362077392274541, -9.23502251407167, 11.107779803416244, -5.946095844219517, 11.049224100138806, -10.500887872052807, 11.178860828340502, 13.26959479108165, -3.387768965052136, 0.5419685458145286, 13.417872593246376, -6.121393996960246, 1.077436872396295, -11.20373322967855, 11.35733143836058, -3.7358999954783485, -4.400791855813467, 0.3936319239978132, -4.062640826746276, -5.868279707658656, -5.580669445121442, 0.9995432678186013, -0.916016184029683, 10.742504271639897, -9.127699087731898, -4.081420803370101, 11.35735958269279, -4.209750885681732, -10.656622626553826, 14.059889861531587, -9.986513024283921, -0.6471260911055562, 1.0620855209808244, -1.2786699158715078, -1.494383633538806, 12.782025933816438, 12.625713445524507, -4.4325420937595545, -10.703176938776643, 13.749944403338347, -0.9370861236564189, -10.233616473628002, 1.0482061096347508, -1.1195418234171768, 10.435949453521449, -8.274753018982224, -6.118018062864594, 0.8314687963800531, -8.933584489559422, 11.192622360487855, 13.865614409981502, -8.707957539241535, -9.462146811406658, -9.008325452136212, 11.151683166250692, -3.9689949925770307, -0.8283563030164072, 0.09244695894724161, -5.703707116129172, 10.83380326236897, -8.730295479173277, -8.992965354966776, 0.8912589178945899, 13.562628870262568, -10.587287319908324, 0.7131472039042638, -4.399695201412969, -0.5499930183811108, 10.886018857869255, -1.0029506037783635, 0.1571360027615543, 12.777170414128378, -5.939952576290955, -10.878338396686388, -0.7676858334940454, 0.7844085656094254, -4.128511393146219, 13.323121146506157, -5.433814930937951, 0.7912588803566125, -8.47017946994422, -10.834693966962945, 11.314503408130184, -11.163056109452812, -11.026947511162852, 0.19476859718351855, 1.1667266577033975, -3.7515901725311167, -4.115744204680522, 1.1931012110075254, -10.94226564027786, 13.442736150897476, 0.578634527141266, 0.7311109768110944, -1.3816502126360917, -1.0246484516500152, 11.193876705446238, -4.127702425347171, -6.585539527646339, -3.6095701963429, 11.190114418797592, -8.850540128066166, -10.773665521429017, 0.8393732356833358, 0.6433525638985321, 13.437020739599786, -3.392599645261183, 0.9829305650745835, -11.098521215756579, -8.878778110084097, 12.258210033232347, -4.1221960827483946, 11.560073104883967, -6.445695652724818, -0.8791947111302749, 0.7438094783673324, -1.131689216311295, 10.900644621972083, -11.343429537338908, -11.213389036070204, 0.7807119713613673, -9.333642572514862, 0.5253006529100895, -4.182593950705559, -10.677157243583256, -11.073728290955241, -4.163757751921087, -5.697958868495302, -4.181711280841589, 12.532180004347522, 0.7965095381076863, -1.1164442024373198, -1.307729723075413, 0.5556820680772668, -0.8630168194023836, -4.194313664233258, 10.912515440465002, 11.003204971416064, -6.175292391479088, -6.0609242458383354, 1.176453413425493, -9.263502565139031, 11.064357100921415, 13.129943212436356, -6.006650258660089, -9.04835325463486, -9.086314772011999, 10.815300221713496, 14.18009659338974, -9.40877908502681, -9.291193915562353, -5.786569360657705, 13.84482373162237, -5.844223487194281, 10.964522839409183, -6.120348658337801, 13.845699271764996, 0.4831551278506587, 11.429938788008313, 1.0846828307487728, 13.447190876199203, -11.111553106522091, -4.102676548730662, -11.021983242535695, 0.4478888697457159, -8.177307379366107, 0.9879397780217253, 13.099240563614758, -5.671001441950739, -9.045032025968977, 11.165862448927603, 13.621997017999545, -2.7029818462146205, 1.5052581594504402, -6.501122455968136, 0.5499870145901657, 11.214156623842396, -3.936285887244097, 12.663684797885008, -1.2737511588331016, -11.26274603525969, 0.6554990050877787, 0.9217161516122688, -5.65044905966228, 0.3492126429732363, 1.5007505718091219, 1.2659747918620032, 13.976803839491232, 14.240004237356509, -5.903746132935262, 1.5118638103889703, -11.06160852508881, 0.3386725604048927, -1.1863629949441201, 10.520558313579496, 13.580033451202333, -11.475544245895032, -9.19679687684739, -10.35718929908598, 11.156299978878414, -1.1550222446404241, 0.9898092300259761, 0.5773023410833987, -0.9029596874345741, -9.148267753053775, -3.7457593996044993, 11.578829925019068, 0.7673716175476207, -8.870644716914011, -9.061243878849323, -8.938594824340392, -11.343773456063651, 1.1660788907481714, 12.446989217840729, -3.692989773800052, -4.307171062254604, -9.613344632935455, 11.06055350811617, -6.270604506087587, -8.78241005145591, -10.669610001083187, 13.759231439258896, -10.504819600067192, -10.954111591845189, 1.2049971365405183, -1.2937446587184889, -11.041005855610113, 0.7053579443655985, -0.9147600099975759, 0.6829614833943698, 0.8808006603545785, -10.49110286018297, 14.309208363965553, 1.0132182958940423, -3.9940371329868563, -10.869636151488542, 14.006550890492928, 0.9535103582373792, -6.57537210295313, -5.671397124417612, -1.1226267523475233, 12.562300981538392, 10.369811597848535, 13.062510293951686, -10.660277835483742, 13.849717802703557, 0.5556100746361747, 11.605987825923867, -11.053036230391372, 12.90686389382201, -10.86356785027966, 1.1386443637624073, 1.7688282031111169, -0.6300989137434555, -9.002984484519839, 10.976819023484948, -5.5806438380384895, 13.431253590839829, 1.2249459513108096, 12.618476728655489, -1.1455652662386215, -11.30794617616951, -0.8936063635076188, -4.255223509518468, 12.793087375581262, -4.202031231103534, -11.034219212794342, 10.497101809922132, -6.221382911119212, 0.5110666783412137, 1.2525990213528977, -6.132449415572596, 1.10309629860687, -4.071518353345712, -11.063891891206246, 10.872850493637316, -11.020614558282096, 0.7574725077513562, -4.076718313953364, 13.054554339651183, 0.4325599586674506, -5.898285065343519, 10.901856508681218, -10.972746867126979, 10.978224058868648, -10.904049005478546, -9.161152946209196, -8.668352977417628, 0.7784553431019322, -6.52073470736195, -4.300374437744269, -1.2887395478504258, -4.186537414891443, -0.06968325463207131, 0.43900923276824994, -0.7283981950319505, 0.8031556341257344, 1.015549393166001, -10.022979211556992, -10.137339191157805, 0.1905367620396686, 10.960856249752155, -8.994005354013547, -4.0557735535100425, -10.97312233032951, -9.180347998303791, -5.249677746055246, 11.070601339552503, -9.758063369579993, -11.033008155479004, -11.229013728122604, 14.456013160682113, 13.876037138362983, 12.794045891860282, -5.2759305802066265, -10.753376471707094, 12.299332085542604, -9.175351210978063, -5.879436333899216, -10.347481675619834, 1.3556388205281769, 14.363926115543553, -4.211314417801276, 11.628346718602248, -9.213314940532033, -3.585360947484033, -9.253041414316035, -10.871108222303736, 12.879722512621393, 12.830981954276597, -5.752700029584445, -10.338963765659198, -6.005110563118159, -5.670782209939883, 11.107299658704125, 1.4906120496288109, -4.451315769806545, 13.611435559042993, 13.75099013168913, -5.767238019058378, -8.198059867132478, 13.320712716968682, 0.8842859288667988, 12.706872173741969, -0.5779208345632166, 0.4455494831331665, -11.143333555862975, -1.0089458438604526, -10.397749682436006, -10.421475932038621, -4.426262494792411, 1.6066719976006272, 0.6201554162199553, 10.943372256504409, -9.271547932605285, -4.101330691849187, 0.8508879072770688, -3.7967874564207746, -1.1956800630258935, -3.5605052478680284, 0.7075772681669779, -5.776253234395733, 0.9876549727994018, 0.8324118981340393, 14.250395380244541, -6.080984392075398, -8.72570278522122, -4.105724885324839, -9.175537222863529, -0.9908359592884514, -9.26245452865582, -4.1753355093537925, 13.152205641646772, -1.1006546231106327, 0.4548159802458657, -10.32065838758809, 13.494277248039273, -9.27964043448506, -1.4880498366156951, -10.715058337655293, -10.878032443485539, 11.012945328657635, -9.511949598920147, 1.5348264316673395, -11.09164289671872, -11.106225008930027, 13.491834766939396, -9.115950589741017, 12.525350657966397, -10.945714256515087, -4.0988966821484585, -6.176935803411139, -8.533880954769835, -5.225059823032652, 0.7528339698446193, 13.98875362504165, 13.235194046152305, -1.277217689786359, 1.033065407656665, 10.63179189277351, -1.1656522966257623, -6.1675246688305645, -3.648374212361124, 10.962519737706975, 0.8931848086535276, -6.2401763402511055, 11.134064099702616, 13.40807106266701, 11.146902564883822, 13.570399806204545, -1.0803595711919995, -6.000661098153676, -8.950605725472133, -1.0882169415359175, 13.429619569890468, -5.688804573228635, -4.131261182701314, 11.60287441892821, 1.3597957140823353, 1.2224930154638418, -9.137542676466099, 0.8364313591052743, -1.0544514315395344, 13.686626980024162, 13.695294133624863, -6.554650520826815, -5.932937688130539, -9.030137561239947, -5.238524419669631, -11.016067397783205, -6.104609257554732, 0.9316067592640113, 0.7189718097605716, 0.5367451233375781, -5.660510576937007, -0.929502866808435, 0.5496980207696383, 11.006557061084148, 13.339950386953292, -9.361638213261765, -11.130628033725092, 0.6713306188480054, 0.6693996693032047, -11.358449062555142, -1.0049268890087797, -1.3612159756980782, -10.958206064215556, -5.86102361633929, -6.372396226362676, -11.015303686467428, 12.605336940539763, -0.43947352452685623, 1.160418610309578, 1.502435180408814, -9.181047535293555, -4.0137487302511605, 0.8502460196113103, -0.8966360313782215, 1.2274640059633268, -9.081067289984425, -3.9957378702831243, 13.762371087471719, 0.8945507955629276, -6.044770838511377, 13.722471354717987, 12.736325001152506, -3.1781379944962733, -1.0228973168228173, -9.880065259520718, -1.0795814460302966, -4.125956502708136, -1.220162330338529, -5.82131694712393, 11.870353556425142, -10.957934756514348, -6.18894128082122, -3.1446129284649884, 11.304243041104682, 11.047174129207434, -9.248727353980483, 13.136045035570428, 13.301723233069353, -0.41389205191302736, -11.126906871272709, -4.2696216344932845, -6.1851274183212634, -11.059450946984803, -9.019536785000954, 0.5767456466524891, 11.702288706541571, 13.620675216882288, -5.788312509435913, 10.685589083373555, 10.983999365511814, 12.416283739063237, -11.202897974737215, 13.18492749853448, -4.3788216427351365, -5.802790216151606, -9.294674645895467, -9.076262897906108, 1.0856016606562842, 10.933437091894495, -4.354470734934961, -5.29270633779501, 14.311216902650948, -4.636024323339247, -0.9557728593700898, -10.902320979901056, 13.255277159309355, 1.85494413281662, 0.8323389705679176, -3.8780613999295377, -2.84524392919229, -10.998263522088306, -1.3465394037630314, 10.890886921021977, 13.601892037822061, -4.296306825664764, -11.24328152161884, 13.23641496879606, 13.113622428261277, -4.042775871330929, -1.1879844501072767, -1.2788284114697634, 13.705718382967822, 12.493061370148759, 1.00125314080462, -11.156653208645865, -1.0867479105306215, 10.575209365106376, -10.175503503870177, -3.7097901903864696, 0.5697824568767683, 12.561259270671988, 0.42504785478339413, 1.1974848575783705, -9.21160298492972, -6.179498998542538, 11.246776564776512, 1.4821757655064303, -6.389537610622243, -0.7067773706739566, -11.227678055763858, -6.182552762863892, 11.225692544588684, 10.46837741267424, 11.207510323323168, 10.763424481036454, -6.049709145370242, 0.9194255159885266, -11.035140126811918, 12.597510802016142, 10.967183070422085, -3.7254003775378353, -10.964988390517552, 0.2331871026142863, 0.9468511046622327, -4.103931873747116, 1.7445069536416462, 13.701040540348066, -11.077376298529359, 13.731713586585625, -11.13317849047799, 0.4449038569540055, 0.7021885289646231, 13.29677551002344, 0.06807044873352928, 11.105229414785896, -3.9487865000841564, -1.2279974058893892, 12.837203319474716, -4.080585244860276, 13.711402059082094, 1.1477011201912977, -3.5618696108525447, -5.177140828223177, -9.137125420250554, 12.835666710058046, -6.10287478385406, -10.72574338334977, -6.092844401324632, 11.151567895845512, -11.340445922426047, -9.288224899859223, -11.117913740715823, 1.0848381959004578, 0.1381585449017912, -6.568617507934175, 1.429603164717187, -4.333212284434687, -6.135514705996001, -5.843869538875758, -4.293289418596826, 0.8061631699784934, -0.8239390044410744, -5.143955502078847, 13.519309557056413, -0.9829095921950036, -1.1541876118077985, 11.19637068880363, -3.186606021809746, 14.03647669676231, -10.828593118449737, -8.866557478144125, 10.904157814746194, -6.6508646703277305, -1.2590016250410292, -4.325728870592327, 1.2511884526821708, -9.187644539655963, 0.9977120644846533, -4.168801825887793, -6.447327117767049, -4.235605747149144, -3.9604454417844317, -9.091759498753033, 0.7646310614361286, 12.793028306205555, 11.892482356256021, -8.562641974225965, -4.447191739252759, 0.9366947009265246, 0.7684589008816509, 11.0129179514369, -1.0453156934977486, -0.23559566616288777, -6.4726327206906085, -9.158336276864228, -10.998098178409558, 13.474054141945164, 13.13133236990487, 13.580662862255041, 11.110837806609144, -5.862680684526294, 13.778208570750321, -10.616740569993269, 12.794657551341057, -9.123432395164022, 12.914365016750923, -1.1693566935088633, -6.4660871145465375, 0.895971565894855, 0.4029698937083814, -1.0086127740455895, -6.125770558418292, -8.487360734064987, 12.89718519686221, -9.332402633403632, -9.055033245038588, -9.979491178161322, -11.085587030153306, -8.904927940211527, 1.5353100373882598, 13.735491851649941, -11.001115793212998, -11.019109155592387, -9.185588733229148, -6.102916266019882, -9.238900409962357, 0.6195600089095961, -4.130941693241478, -10.975864156199615, -1.3043600339432577, 0.7852398067080215, 1.9845589570588917, 13.454049563199774, 13.932953829497313, 0.8585096801512985, -5.304590994508572, -6.013467613924136, -1.4933547413516672, 1.0205692280918421, 11.106008014086493, -0.6310799992236718, 13.680314786475153, -0.9923044029805212, 1.128701920033445, -10.321436865627847, -8.713380263405552, -10.98442414069397, 0.5778000188139483, -3.866234126729736, -1.2245239988888064, -0.5745221708658624, -4.1679685097824715, 11.581598533292809, -4.072168062019575, -4.63988263192949, 13.435316255257938, 1.001201610695321, -6.3622987115965985, -6.065004133831262, 11.02154399582219, -1.476317303233403, -4.362077392274541, -9.23502251407167, 11.107779803416244, -5.946095844219517, 11.049224100138806, -10.500887872052807, 11.178860828340502, 13.26959479108165, -3.387768965052136, 0.5419685458145286, 13.417872593246376, -6.121393996960246, 1.077436872396295, -11.20373322967855, 11.35733143836058, -3.7358999954783485, -4.400791855813467, 0.3936319239978132, -4.062640826746276, -5.868279707658656, -5.580669445121442, 0.9995432678186013, -0.916016184029683, 10.742504271639897, -9.127699087731898, -4.081420803370101, 11.35735958269279, -4.209750885681732, -10.656622626553826, 14.059889861531587, -9.986513024283921, -0.6471260911055562, 1.0620855209808244, -1.2786699158715078, -1.494383633538806, 12.782025933816438, 12.625713445524507, -4.4325420937595545, -10.703176938776643, 13.749944403338347, -0.9370861236564189, -10.233616473628002, 1.0482061096347508, -1.1195418234171768, 10.435949453521449, -8.274753018982224, -6.118018062864594, 0.8314687963800531, -8.933584489559422, 11.192622360487855, 13.865614409981502, -8.707957539241535, -9.462146811406658, -9.008325452136212, 11.151683166250692, -3.9689949925770307, -0.8283563030164072, 0.09244695894724161, -5.703707116129172, 10.83380326236897, -8.730295479173277, -8.992965354966776, 0.8912589178945899, 13.562628870262568, -10.587287319908324, 0.7131472039042638, -4.399695201412969, -0.5499930183811108, 10.886018857869255, -1.0029506037783635, 0.1571360027615543, 12.777170414128378, -5.939952576290955, -10.878338396686388, -0.7676858334940454, 0.7844085656094254, -4.128511393146219, 13.323121146506157, -5.433814930937951, 0.7912588803566125, -8.47017946994422, -10.834693966962945, 11.314503408130184, -11.163056109452812, -11.026947511162852, 0.19476859718351855, 1.1667266577033975, -3.7515901725311167, -4.115744204680522, 1.1931012110075254, -10.94226564027786, 13.442736150897476, 0.578634527141266, 0.7311109768110944, -1.3816502126360917, -1.0246484516500152, 11.193876705446238, -4.127702425347171, -6.585539527646339, -3.6095701963429, 11.190114418797592, -8.850540128066166, -10.773665521429017, 0.8393732356833358, 0.6433525638985321, 13.437020739599786, -3.392599645261183, 0.9829305650745835, -11.098521215756579, -8.878778110084097, 12.258210033232347, -4.1221960827483946, 11.560073104883967, -6.445695652724818, -0.8791947111302749, 0.7438094783673324, -1.131689216311295, 10.900644621972083, -11.343429537338908, -11.213389036070204, 0.7807119713613673, -9.333642572514862, 0.5253006529100895, -4.182593950705559, -10.677157243583256, -11.073728290955241, -4.163757751921087, -5.697958868495302, -4.181711280841589, 12.532180004347522, 0.7965095381076863, -1.1164442024373198, -1.307729723075413, 0.5556820680772668, -0.8630168194023836, -4.194313664233258, 10.912515440465002, 11.003204971416064, -6.175292391479088, -6.0609242458383354, 1.176453413425493, -9.263502565139031, 11.064357100921415, 13.129943212436356, -6.006650258660089, -9.04835325463486, -9.086314772011999, 10.815300221713496, 14.18009659338974, -9.40877908502681, -9.291193915562353, -5.786569360657705, 13.84482373162237, -5.844223487194281, 10.964522839409183, -6.120348658337801, 13.845699271764996, 0.4831551278506587, 11.429938788008313, 1.0846828307487728, 13.447190876199203, -11.111553106522091, -4.102676548730662, -11.021983242535695, 0.4478888697457159, -8.177307379366107, 0.9879397780217253, 13.099240563614758, -5.671001441950739, -9.045032025968977, 11.165862448927603, 13.621997017999545, -2.7029818462146205, 1.5052581594504402, -6.501122455968136, 0.5499870145901657, 11.214156623842396, -3.936285887244097, 12.663684797885008, -1.2737511588331016, -11.26274603525969, 0.6554990050877787, 0.9217161516122688, -5.65044905966228, 0.3492126429732363, 1.5007505718091219, 1.2659747918620032, 13.976803839491232, 14.240004237356509, -5.903746132935262, 1.5118638103889703, -11.06160852508881, 0.3386725604048927, -1.1863629949441201, 10.520558313579496, 13.580033451202333, -11.475544245895032, -9.19679687684739, -10.35718929908598, 11.156299978878414, -1.1550222446404241, 0.9898092300259761, 0.5773023410833987, -0.9029596874345741, -9.148267753053775, -3.7457593996044993, 11.578829925019068, 0.7673716175476207, -8.870644716914011, -9.061243878849323, -8.938594824340392, -11.343773456063651, 1.1660788907481714, 12.446989217840729, -3.692989773800052, -4.307171062254604, -9.613344632935455, 11.06055350811617, -6.270604506087587, -8.78241005145591, -10.669610001083187, 13.759231439258896, -10.504819600067192, -10.954111591845189, 1.2049971365405183, -1.2937446587184889, -11.041005855610113, 0.7053579443655985, -0.9147600099975759, 0.6829614833943698, 0.8808006603545785, -10.49110286018297, 14.309208363965553, 1.0132182958940423, -3.9940371329868563, -10.869636151488542, 14.006550890492928, 0.9535103582373792, -6.57537210295313, -5.671397124417612, -1.1226267523475233, 12.562300981538392, 10.369811597848535, 13.062510293951686, -10.660277835483742, 13.849717802703557, 0.5556100746361747, 11.605987825923867, -11.053036230391372, 12.90686389382201, -10.86356785027966, 1.1386443637624073, 1.7688282031111169, -0.6300989137434555, -9.002984484519839, 10.976819023484948, -5.5806438380384895, 13.431253590839829, 1.2249459513108096, 12.618476728655489, -1.1455652662386215, -11.30794617616951, -0.8936063635076188, -4.255223509518468, 12.793087375581262, -4.202031231103534, -11.034219212794342, 10.497101809922132, -6.221382911119212, 0.5110666783412137, 1.2525990213528977, -6.132449415572596, 1.10309629860687, -4.071518353345712, -11.063891891206246, 10.872850493637316, -11.020614558282096, 0.7574725077513562, -4.076718313953364, 13.054554339651183, 0.4325599586674506, -5.898285065343519, 10.901856508681218, -10.972746867126979, 10.978224058868648, -10.904049005478546, -9.161152946209196, -8.668352977417628, 0.7784553431019322, -6.52073470736195, -4.300374437744269, -1.2887395478504258, -4.186537414891443, -0.06968325463207131, 0.43900923276824994, -0.7283981950319505, 0.8031556341257344, 1.015549393166001, -10.022979211556992, -10.137339191157805, 0.1905367620396686, 10.960856249752155, -8.994005354013547, -4.0557735535100425, -10.97312233032951, -9.180347998303791, -5.249677746055246, 11.070601339552503, -9.758063369579993, -11.033008155479004, -11.229013728122604, 14.456013160682113, 13.876037138362983, 12.794045891860282, -5.2759305802066265, -10.753376471707094, 12.299332085542604, -9.175351210978063, -5.879436333899216, -10.347481675619834, 1.3556388205281769, 14.363926115543553, -4.211314417801276, 11.628346718602248, -9.213314940532033, -3.585360947484033, -9.253041414316035, -10.871108222303736, 12.879722512621393, 12.830981954276597, -5.752700029584445, -10.338963765659198, -6.005110563118159, -5.670782209939883, 11.107299658704125, 1.4906120496288109, -4.451315769806545, 13.611435559042993, 13.75099013168913, -5.767238019058378, -8.198059867132478, 13.320712716968682, 0.8842859288667988, 12.706872173741969, -0.5779208345632166, 0.4455494831331665, -11.143333555862975, -1.0089458438604526, -10.397749682436006, -10.421475932038621, -4.426262494792411, 1.6066719976006272, 0.6201554162199553, 10.943372256504409, -9.271547932605285, -4.101330691849187, 0.8508879072770688, -3.7967874564207746, -1.1956800630258935, -3.5605052478680284, 0.7075772681669779, -5.776253234395733, 0.9876549727994018, 0.8324118981340393, 14.250395380244541, -6.080984392075398, -8.72570278522122, -4.105724885324839, -9.175537222863529, -0.9908359592884514, -9.26245452865582, -4.1753355093537925, 13.152205641646772, -1.1006546231106327, 0.4548159802458657, -10.32065838758809, 13.494277248039273, -9.27964043448506, -1.4880498366156951, -10.715058337655293, -10.878032443485539, 11.012945328657635, -9.511949598920147, 1.5348264316673395, -11.09164289671872, -11.106225008930027, 13.491834766939396, -9.115950589741017, 12.525350657966397, -10.945714256515087, -4.0988966821484585, -6.176935803411139, -8.533880954769835, -5.225059823032652, 0.7528339698446193, 13.98875362504165, 13.235194046152305, -1.277217689786359, 1.033065407656665, 10.63179189277351, -1.1656522966257623, -6.1675246688305645, -3.648374212361124, 10.962519737706975, 0.8931848086535276, -6.2401763402511055, 11.134064099702616, 13.40807106266701, 11.146902564883822, 13.570399806204545, -1.0803595711919995, -6.000661098153676, -8.950605725472133, -1.0882169415359175, 13.429619569890468, -5.688804573228635, -4.131261182701314, 11.60287441892821, 1.3597957140823353, 1.2224930154638418, -9.137542676466099, 0.8364313591052743, -1.0544514315395344, 13.686626980024162, 13.695294133624863, -6.554650520826815, -5.932937688130539, -9.030137561239947, -5.238524419669631, -11.016067397783205, -6.104609257554732, 0.9316067592640113, 0.7189718097605716, 0.5367451233375781, -5.660510576937007, -0.929502866808435, 0.5496980207696383, 11.006557061084148, 13.339950386953292, -9.361638213261765, -11.130628033725092, 0.6713306188480054, 0.6693996693032047, -11.358449062555142, -1.0049268890087797, -1.3612159756980782, -10.958206064215556, -5.86102361633929, -6.372396226362676, -11.015303686467428, 12.605336940539763, -0.43947352452685623, 1.160418610309578, 1.502435180408814, -9.181047535293555, -4.0137487302511605, 0.8502460196113103, -0.8966360313782215, 1.2274640059633268, -9.081067289984425, -3.9957378702831243, 13.762371087471719, 0.8945507955629276, -6.044770838511377, 13.722471354717987, 12.736325001152506, -3.1781379944962733, -1.0228973168228173, -9.880065259520718, -1.0795814460302966, -4.125956502708136, -1.220162330338529, -5.82131694712393, 11.870353556425142, -10.957934756514348, -6.18894128082122, -3.1446129284649884, 11.304243041104682, 11.047174129207434, -9.248727353980483, 13.136045035570428, 13.301723233069353, -0.41389205191302736, -11.126906871272709, -4.2696216344932845, -6.1851274183212634, -11.059450946984803, -9.019536785000954, 0.5767456466524891, 11.702288706541571, 13.620675216882288, -5.788312509435913, 10.685589083373555, 10.983999365511814, 12.416283739063237, -11.202897974737215, 13.18492749853448, -4.3788216427351365, -5.802790216151606, -9.294674645895467, -9.076262897906108, 1.0856016606562842, 10.933437091894495, -4.354470734934961, -5.29270633779501, 14.311216902650948, -4.636024323339247, -0.9557728593700898, -10.902320979901056, 13.255277159309355, 1.85494413281662, 0.8323389705679176, -3.8780613999295377, -2.84524392919229, -10.998263522088306, -1.3465394037630314, 10.890886921021977, 13.601892037822061, -4.296306825664764, -11.24328152161884, 13.23641496879606, 13.113622428261277, -4.042775871330929, -1.1879844501072767, -1.2788284114697634, 13.705718382967822, 12.493061370148759, 1.00125314080462, -11.156653208645865, -1.0867479105306215, 10.575209365106376, -10.175503503870177, -3.7097901903864696, 0.5697824568767683, 12.561259270671988, 0.4250478547833942, 1.1974848575783705, -9.21160298492972, -6.179498998542538, 11.246776564776512, 1.4821757655064303, -6.389537610622243]}, {\"marker\": {\"color\": \"rgba(0, 255, 200, 0.8)\"}, \"mode\": \"markers\", \"name\": \"Cluster 3\", \"type\": \"scatter3d\", \"x\": [], \"y\": [], \"z\": []}, {\"marker\": {\"color\": \"rgba(255, 255, 100, 0.8)\"}, \"mode\": \"markers\", \"name\": \"Cluster 4\", \"type\": \"scatter3d\", \"x\": [], \"y\": [], \"z\": []}],                        {\"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"Visualizing Clusters in Three Dimensions Using PCA\"}, \"xaxis\": {\"ticklen\": 5, \"title\": {\"text\": \"PC1\"}, \"zeroline\": false}, \"yaxis\": {\"ticklen\": 5, \"title\": {\"text\": \"PC2\"}, \"zeroline\": false}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('96aee979-d60b-47de-bad6-dfd60f448df1');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_k_means_3D(df,2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Model After Clustering"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:31.482128Z",
     "start_time": "2021-02-16T07:36:31.439154Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Item_Weight</th>\n",
       "      <th>Item_Visibility</th>\n",
       "      <th>Item_MRP</th>\n",
       "      <th>Item_Outlet_Sales</th>\n",
       "      <th>Outlet_Years</th>\n",
       "      <th>Item_Fat_Content_0</th>\n",
       "      <th>Item_Fat_Content_1</th>\n",
       "      <th>Outlet_Location_Type_0</th>\n",
       "      <th>Outlet_Location_Type_1</th>\n",
       "      <th>Outlet_Location_Type_2</th>\n",
       "      <th>...</th>\n",
       "      <th>Outlet_1</th>\n",
       "      <th>Outlet_2</th>\n",
       "      <th>Outlet_3</th>\n",
       "      <th>Outlet_4</th>\n",
       "      <th>Outlet_5</th>\n",
       "      <th>Outlet_6</th>\n",
       "      <th>Outlet_7</th>\n",
       "      <th>Outlet_8</th>\n",
       "      <th>Outlet_9</th>\n",
       "      <th>cluster_label</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>9.30</td>\n",
       "      <td>0.016047</td>\n",
       "      <td>249.8092</td>\n",
       "      <td>3735.1380</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>5.92</td>\n",
       "      <td>0.019278</td>\n",
       "      <td>48.2692</td>\n",
       "      <td>443.4228</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>17.50</td>\n",
       "      <td>0.016760</td>\n",
       "      <td>141.6180</td>\n",
       "      <td>2097.2700</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>19.20</td>\n",
       "      <td>0.017834</td>\n",
       "      <td>182.0950</td>\n",
       "      <td>732.3800</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>8.93</td>\n",
       "      <td>0.009780</td>\n",
       "      <td>53.8614</td>\n",
       "      <td>994.7052</td>\n",
       "      <td>22</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 32 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   Item_Weight  Item_Visibility  Item_MRP  Item_Outlet_Sales  Outlet_Years  \\\n",
       "0         9.30         0.016047  249.8092          3735.1380            10   \n",
       "1         5.92         0.019278   48.2692           443.4228             0   \n",
       "2        17.50         0.016760  141.6180          2097.2700            10   \n",
       "3        19.20         0.017834  182.0950           732.3800            11   \n",
       "4         8.93         0.009780   53.8614           994.7052            22   \n",
       "\n",
       "   Item_Fat_Content_0  Item_Fat_Content_1  Outlet_Location_Type_0  \\\n",
       "0                   1                   0                       1   \n",
       "1                   0                   1                       0   \n",
       "2                   1                   0                       1   \n",
       "3                   0                   1                       0   \n",
       "4                   1                   0                       0   \n",
       "\n",
       "   Outlet_Location_Type_1  Outlet_Location_Type_2  ...  Outlet_1  Outlet_2  \\\n",
       "0                       0                       0  ...         0         0   \n",
       "1                       0                       1  ...         0         0   \n",
       "2                       0                       0  ...         0         0   \n",
       "3                       0                       1  ...         0         0   \n",
       "4                       0                       1  ...         1         0   \n",
       "\n",
       "   Outlet_3  Outlet_4  Outlet_5  Outlet_6  Outlet_7  Outlet_8  Outlet_9  \\\n",
       "0         0         0         0         0         0         0         1   \n",
       "1         1         0         0         0         0         0         0   \n",
       "2         0         0         0         0         0         0         1   \n",
       "3         0         0         0         0         0         0         0   \n",
       "4         0         0         0         0         0         0         0   \n",
       "\n",
       "   cluster_label  \n",
       "0              1  \n",
       "1              0  \n",
       "2              0  \n",
       "3              0  \n",
       "4              0  \n",
       "\n",
       "[5 rows x 32 columns]"
      ]
     },
     "execution_count": 89,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:31.590067Z",
     "start_time": "2021-02-16T07:36:31.484129Z"
    }
   },
   "outputs": [],
   "source": [
    "list_of_clusters = df['cluster_label'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.318357Z",
     "start_time": "2021-02-16T07:36:31.593069Z"
    }
   },
   "outputs": [],
   "source": [
    " from sklearn.ensemble import RandomForestRegressor\n",
    "dict_={}\n",
    "for i in list_of_clusters:\n",
    "                # get data for each\n",
    "    cluster_data = df[df['cluster_label'] == i]\n",
    "\n",
    "                # step 4.1 get cluster features & labels\n",
    "    cluster_features =df.drop(['Item_Outlet_Sales', 'cluster_label'], axis=1)\n",
    "    cluster_label = df['Item_Outlet_Sales']\n",
    "\n",
    "                # step 4.2 split data into test & train\n",
    "    x_train, x_test, y_train, y_test = sklearn.model_selection.train_test_split(cluster_features,\n",
    "                                                                                            cluster_label,\n",
    "                                                                                            test_size=1 / 3,\n",
    "                                                                                            random_state=0)\n",
    "      \n",
    "    scores = []\n",
    "\n",
    "   \n",
    "    estimator = RandomForestRegressor()\n",
    "    estimator.fit(x_train,y_train)\n",
    "    scores.append(\n",
    "        {'train_score': estimator.score(x_train,y_train),\n",
    "         'test_score' :estimator.score(x_test,y_test)\n",
    "        })    \n",
    "    dict_[i]=scores"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.334346Z",
     "start_time": "2021-02-16T07:36:36.321355Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{1: [{'train_score': 0.9814861935839829, 'test_score': 0.8511212879187413}],\n",
       " 0: [{'train_score': 0.980229323362237, 'test_score': 0.8490949806204267}]}"
      ]
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dict_"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:37:40.080736Z",
     "start_time": "2021-02-16T07:37:40.060749Z"
    }
   },
   "outputs": [],
   "source": [
    "final_models={}\n",
    "for i in dict_.keys():\n",
    "    inner_list=dict_[i]\n",
    "    final_models['cluster'+str(i)]=(inner_list[0])\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:37:42.290573Z",
     "start_time": "2021-02-16T07:37:42.251580Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>train_score</th>\n",
       "      <th>test_score</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>cluster1</th>\n",
       "      <td>0.981486</td>\n",
       "      <td>0.851121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cluster0</th>\n",
       "      <td>0.980229</td>\n",
       "      <td>0.849095</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          train_score  test_score\n",
       "cluster1     0.981486    0.851121\n",
       "cluster0     0.980229    0.849095"
      ]
     },
     "execution_count": 96,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.DataFrame(final_models).T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:37:44.053173Z",
     "start_time": "2021-02-16T07:37:44.037182Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Item_Weight', 'Item_Visibility', 'Item_MRP', 'Item_Outlet_Sales',\n",
       "       'Outlet_Years', 'Item_Fat_Content_0', 'Item_Fat_Content_1',\n",
       "       'Outlet_Location_Type_0', 'Outlet_Location_Type_1',\n",
       "       'Outlet_Location_Type_2', 'Outlet_Size_0', 'Outlet_Size_1',\n",
       "       'Outlet_Size_2', 'Outlet_Size_3', 'Outlet_Type_0', 'Outlet_Type_1',\n",
       "       'Outlet_Type_2', 'Outlet_Type_3', 'Item_Type_Combined_0',\n",
       "       'Item_Type_Combined_1', 'Item_Type_Combined_2', 'Outlet_0', 'Outlet_1',\n",
       "       'Outlet_2', 'Outlet_3', 'Outlet_4', 'Outlet_5', 'Outlet_6', 'Outlet_7',\n",
       "       'Outlet_8', 'Outlet_9', 'cluster_label'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 97,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:37:46.521841Z",
     "start_time": "2021-02-16T07:37:46.331951Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead tr th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe thead tr:last-of-type th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th>Item_Weight</th>\n",
       "      <th>Item_Visibility</th>\n",
       "      <th>Item_MRP</th>\n",
       "      <th>Item_Outlet_Sales</th>\n",
       "      <th>Outlet_Years</th>\n",
       "      <th>Item_Fat_Content_0</th>\n",
       "      <th>Item_Fat_Content_1</th>\n",
       "      <th>Outlet_Location_Type_0</th>\n",
       "      <th>Outlet_Location_Type_1</th>\n",
       "      <th>Outlet_Location_Type_2</th>\n",
       "      <th>...</th>\n",
       "      <th>Outlet_0</th>\n",
       "      <th>Outlet_1</th>\n",
       "      <th>Outlet_2</th>\n",
       "      <th>Outlet_3</th>\n",
       "      <th>Outlet_4</th>\n",
       "      <th>Outlet_5</th>\n",
       "      <th>Outlet_6</th>\n",
       "      <th>Outlet_7</th>\n",
       "      <th>Outlet_8</th>\n",
       "      <th>Outlet_9</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>...</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "      <th>mean</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cluster_label</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>12.977314</td>\n",
       "      <td>0.074199</td>\n",
       "      <td>120.980642</td>\n",
       "      <td>1282.858552</td>\n",
       "      <td>10.677947</td>\n",
       "      <td>0.665328</td>\n",
       "      <td>0.334672</td>\n",
       "      <td>0.297677</td>\n",
       "      <td>0.330370</td>\n",
       "      <td>0.371953</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0846</td>\n",
       "      <td>0.106108</td>\n",
       "      <td>0.101233</td>\n",
       "      <td>0.124176</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.057069</td>\n",
       "      <td>0.112704</td>\n",
       "      <td>0.116432</td>\n",
       "      <td>0.106395</td>\n",
       "      <td>0.100373</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>13.094114</td>\n",
       "      <td>0.064434</td>\n",
       "      <td>191.118047</td>\n",
       "      <td>4418.417662</td>\n",
       "      <td>12.179842</td>\n",
       "      <td>0.630435</td>\n",
       "      <td>0.369565</td>\n",
       "      <td>0.241107</td>\n",
       "      <td>0.359025</td>\n",
       "      <td>0.399868</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.121871</td>\n",
       "      <td>0.134387</td>\n",
       "      <td>0.059947</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.218050</td>\n",
       "      <td>0.110013</td>\n",
       "      <td>0.114625</td>\n",
       "      <td>0.116601</td>\n",
       "      <td>0.124506</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              Item_Weight Item_Visibility    Item_MRP Item_Outlet_Sales  \\\n",
       "                     mean            mean        mean              mean   \n",
       "cluster_label                                                             \n",
       "0               12.977314        0.074199  120.980642       1282.858552   \n",
       "1               13.094114        0.064434  191.118047       4418.417662   \n",
       "\n",
       "              Outlet_Years Item_Fat_Content_0 Item_Fat_Content_1  \\\n",
       "                      mean               mean               mean   \n",
       "cluster_label                                                      \n",
       "0                10.677947           0.665328           0.334672   \n",
       "1                12.179842           0.630435           0.369565   \n",
       "\n",
       "              Outlet_Location_Type_0 Outlet_Location_Type_1  \\\n",
       "                                mean                   mean   \n",
       "cluster_label                                                 \n",
       "0                           0.297677               0.330370   \n",
       "1                           0.241107               0.359025   \n",
       "\n",
       "              Outlet_Location_Type_2  ... Outlet_0  Outlet_1  Outlet_2  \\\n",
       "                                mean  ...     mean      mean      mean   \n",
       "cluster_label                         ...                                \n",
       "0                           0.371953  ...   0.0846  0.106108  0.101233   \n",
       "1                           0.399868  ...   0.0000  0.121871  0.134387   \n",
       "\n",
       "               Outlet_3  Outlet_4  Outlet_5  Outlet_6  Outlet_7  Outlet_8  \\\n",
       "                   mean      mean      mean      mean      mean      mean   \n",
       "cluster_label                                                               \n",
       "0              0.124176  0.090909  0.057069  0.112704  0.116432  0.106395   \n",
       "1              0.059947  0.000000  0.218050  0.110013  0.114625  0.116601   \n",
       "\n",
       "               Outlet_9  \n",
       "                   mean  \n",
       "cluster_label            \n",
       "0              0.100373  \n",
       "1              0.124506  \n",
       "\n",
       "[2 rows x 31 columns]"
      ]
     },
     "execution_count": 98,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "df.groupby(['cluster_label']).agg({\n",
    "    'mean'\n",
    "})\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<b> INSIGHTS </b>\n",
    "- There are no intrinsic clusters in data , since the mean is very close for the two  clusters . Also the model & scores donot change when fitted to data before or after clustering"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Compare multiple regression models using  pycaret"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:37:52.853872Z",
     "start_time": "2021-02-16T07:37:52.828886Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'2.2.3'"
      ]
     },
     "execution_count": 99,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from pycaret.utils import version\n",
    "version()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:37:53.665158Z",
     "start_time": "2021-02-16T07:37:53.645178Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Item_Weight', 'Item_Visibility', 'Item_MRP', 'Item_Outlet_Sales',\n",
       "       'Outlet_Years', 'Item_Fat_Content_0', 'Item_Fat_Content_1',\n",
       "       'Outlet_Location_Type_0', 'Outlet_Location_Type_1',\n",
       "       'Outlet_Location_Type_2', 'Outlet_Size_0', 'Outlet_Size_1',\n",
       "       'Outlet_Size_2', 'Outlet_Size_3', 'Outlet_Type_0', 'Outlet_Type_1',\n",
       "       'Outlet_Type_2', 'Outlet_Type_3', 'Item_Type_Combined_0',\n",
       "       'Item_Type_Combined_1', 'Item_Type_Combined_2', 'Outlet_0', 'Outlet_1',\n",
       "       'Outlet_2', 'Outlet_3', 'Outlet_4', 'Outlet_5', 'Outlet_6', 'Outlet_7',\n",
       "       'Outlet_8', 'Outlet_9', 'cluster_label'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 100,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:37:54.400899Z",
     "start_time": "2021-02-16T07:37:54.379917Z"
    }
   },
   "outputs": [],
   "source": [
    "features =list(df.drop(columns=['Item_Outlet_Sales']).columns)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:38:07.979953Z",
     "start_time": "2021-02-16T07:37:55.779842Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style  type=\"text/css\" >\n",
       "</style><table id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58c\" ><thead>    <tr>        <th class=\"blank level0\" ></th>        <th class=\"col_heading level0 col0\" >Description</th>        <th class=\"col_heading level0 col1\" >Value</th>    </tr></thead><tbody>\n",
       "                <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row0\" class=\"row_heading level0 row0\" >0</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow0_col0\" class=\"data row0 col0\" >session_id</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow0_col1\" class=\"data row0 col1\" >786</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row1\" class=\"row_heading level0 row1\" >1</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow1_col0\" class=\"data row1 col0\" >Target</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow1_col1\" class=\"data row1 col1\" >Item_Outlet_Sales</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row2\" class=\"row_heading level0 row2\" >2</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow2_col0\" class=\"data row2 col0\" >Original Data</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow2_col1\" class=\"data row2 col1\" >(5005, 32)</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row3\" class=\"row_heading level0 row3\" >3</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow3_col0\" class=\"data row3 col0\" >Missing Values</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow3_col1\" class=\"data row3 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row4\" class=\"row_heading level0 row4\" >4</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow4_col0\" class=\"data row4 col0\" >Numeric Features</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow4_col1\" class=\"data row4 col1\" >31</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row5\" class=\"row_heading level0 row5\" >5</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow5_col0\" class=\"data row5 col0\" >Categorical Features</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow5_col1\" class=\"data row5 col1\" >0</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row6\" class=\"row_heading level0 row6\" >6</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow6_col0\" class=\"data row6 col0\" >Ordinal Features</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow6_col1\" class=\"data row6 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row7\" class=\"row_heading level0 row7\" >7</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow7_col0\" class=\"data row7 col0\" >High Cardinality Features</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow7_col1\" class=\"data row7 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row8\" class=\"row_heading level0 row8\" >8</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow8_col0\" class=\"data row8 col0\" >High Cardinality Method</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow8_col1\" class=\"data row8 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row9\" class=\"row_heading level0 row9\" >9</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow9_col0\" class=\"data row9 col0\" >Transformed Train Set</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow9_col1\" class=\"data row9 col1\" >(3503, 26)</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row10\" class=\"row_heading level0 row10\" >10</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow10_col0\" class=\"data row10 col0\" >Transformed Test Set</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow10_col1\" class=\"data row10 col1\" >(1502, 26)</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row11\" class=\"row_heading level0 row11\" >11</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow11_col0\" class=\"data row11 col0\" >Shuffle Train-Test</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow11_col1\" class=\"data row11 col1\" >True</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row12\" class=\"row_heading level0 row12\" >12</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow12_col0\" class=\"data row12 col0\" >Stratify Train-Test</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow12_col1\" class=\"data row12 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row13\" class=\"row_heading level0 row13\" >13</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow13_col0\" class=\"data row13 col0\" >Fold Generator</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow13_col1\" class=\"data row13 col1\" >KFold</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row14\" class=\"row_heading level0 row14\" >14</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow14_col0\" class=\"data row14 col0\" >Fold Number</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow14_col1\" class=\"data row14 col1\" >10</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row15\" class=\"row_heading level0 row15\" >15</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow15_col0\" class=\"data row15 col0\" >CPU Jobs</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow15_col1\" class=\"data row15 col1\" >-1</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row16\" class=\"row_heading level0 row16\" >16</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow16_col0\" class=\"data row16 col0\" >Use GPU</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow16_col1\" class=\"data row16 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row17\" class=\"row_heading level0 row17\" >17</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow17_col0\" class=\"data row17 col0\" >Log Experiment</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow17_col1\" class=\"data row17 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row18\" class=\"row_heading level0 row18\" >18</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow18_col0\" class=\"data row18 col0\" >Experiment Name</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow18_col1\" class=\"data row18 col1\" >reg-default-name</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row19\" class=\"row_heading level0 row19\" >19</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow19_col0\" class=\"data row19 col0\" >USI</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow19_col1\" class=\"data row19 col1\" >c1d1</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row20\" class=\"row_heading level0 row20\" >20</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow20_col0\" class=\"data row20 col0\" >Imputation Type</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow20_col1\" class=\"data row20 col1\" >simple</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row21\" class=\"row_heading level0 row21\" >21</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow21_col0\" class=\"data row21 col0\" >Iterative Imputation Iteration</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow21_col1\" class=\"data row21 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row22\" class=\"row_heading level0 row22\" >22</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow22_col0\" class=\"data row22 col0\" >Numeric Imputer</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow22_col1\" class=\"data row22 col1\" >mean</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row23\" class=\"row_heading level0 row23\" >23</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow23_col0\" class=\"data row23 col0\" >Iterative Imputation Numeric Model</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow23_col1\" class=\"data row23 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row24\" class=\"row_heading level0 row24\" >24</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow24_col0\" class=\"data row24 col0\" >Categorical Imputer</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow24_col1\" class=\"data row24 col1\" >constant</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row25\" class=\"row_heading level0 row25\" >25</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow25_col0\" class=\"data row25 col0\" >Iterative Imputation Categorical Model</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow25_col1\" class=\"data row25 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row26\" class=\"row_heading level0 row26\" >26</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow26_col0\" class=\"data row26 col0\" >Unknown Categoricals Handling</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow26_col1\" class=\"data row26 col1\" >least_frequent</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row27\" class=\"row_heading level0 row27\" >27</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow27_col0\" class=\"data row27 col0\" >Normalize</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow27_col1\" class=\"data row27 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row28\" class=\"row_heading level0 row28\" >28</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow28_col0\" class=\"data row28 col0\" >Normalize Method</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow28_col1\" class=\"data row28 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row29\" class=\"row_heading level0 row29\" >29</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow29_col0\" class=\"data row29 col0\" >Transformation</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow29_col1\" class=\"data row29 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row30\" class=\"row_heading level0 row30\" >30</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow30_col0\" class=\"data row30 col0\" >Transformation Method</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow30_col1\" class=\"data row30 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row31\" class=\"row_heading level0 row31\" >31</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow31_col0\" class=\"data row31 col0\" >PCA</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow31_col1\" class=\"data row31 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row32\" class=\"row_heading level0 row32\" >32</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow32_col0\" class=\"data row32 col0\" >PCA Method</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow32_col1\" class=\"data row32 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row33\" class=\"row_heading level0 row33\" >33</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow33_col0\" class=\"data row33 col0\" >PCA Components</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow33_col1\" class=\"data row33 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row34\" class=\"row_heading level0 row34\" >34</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow34_col0\" class=\"data row34 col0\" >Ignore Low Variance</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow34_col1\" class=\"data row34 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row35\" class=\"row_heading level0 row35\" >35</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow35_col0\" class=\"data row35 col0\" >Combine Rare Levels</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow35_col1\" class=\"data row35 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row36\" class=\"row_heading level0 row36\" >36</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow36_col0\" class=\"data row36 col0\" >Rare Level Threshold</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow36_col1\" class=\"data row36 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row37\" class=\"row_heading level0 row37\" >37</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow37_col0\" class=\"data row37 col0\" >Numeric Binning</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow37_col1\" class=\"data row37 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row38\" class=\"row_heading level0 row38\" >38</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow38_col0\" class=\"data row38 col0\" >Remove Outliers</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow38_col1\" class=\"data row38 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row39\" class=\"row_heading level0 row39\" >39</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow39_col0\" class=\"data row39 col0\" >Outliers Threshold</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow39_col1\" class=\"data row39 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row40\" class=\"row_heading level0 row40\" >40</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow40_col0\" class=\"data row40 col0\" >Remove Multicollinearity</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow40_col1\" class=\"data row40 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row41\" class=\"row_heading level0 row41\" >41</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow41_col0\" class=\"data row41 col0\" >Multicollinearity Threshold</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow41_col1\" class=\"data row41 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row42\" class=\"row_heading level0 row42\" >42</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow42_col0\" class=\"data row42 col0\" >Clustering</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow42_col1\" class=\"data row42 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row43\" class=\"row_heading level0 row43\" >43</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow43_col0\" class=\"data row43 col0\" >Clustering Iteration</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow43_col1\" class=\"data row43 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row44\" class=\"row_heading level0 row44\" >44</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow44_col0\" class=\"data row44 col0\" >Polynomial Features</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow44_col1\" class=\"data row44 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row45\" class=\"row_heading level0 row45\" >45</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow45_col0\" class=\"data row45 col0\" >Polynomial Degree</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow45_col1\" class=\"data row45 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row46\" class=\"row_heading level0 row46\" >46</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow46_col0\" class=\"data row46 col0\" >Trignometry Features</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow46_col1\" class=\"data row46 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row47\" class=\"row_heading level0 row47\" >47</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow47_col0\" class=\"data row47 col0\" >Polynomial Threshold</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow47_col1\" class=\"data row47 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row48\" class=\"row_heading level0 row48\" >48</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow48_col0\" class=\"data row48 col0\" >Group Features</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow48_col1\" class=\"data row48 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row49\" class=\"row_heading level0 row49\" >49</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow49_col0\" class=\"data row49 col0\" >Feature Selection</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow49_col1\" class=\"data row49 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row50\" class=\"row_heading level0 row50\" >50</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow50_col0\" class=\"data row50 col0\" >Features Selection Threshold</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow50_col1\" class=\"data row50 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row51\" class=\"row_heading level0 row51\" >51</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow51_col0\" class=\"data row51 col0\" >Feature Interaction</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow51_col1\" class=\"data row51 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row52\" class=\"row_heading level0 row52\" >52</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow52_col0\" class=\"data row52 col0\" >Feature Ratio</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow52_col1\" class=\"data row52 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row53\" class=\"row_heading level0 row53\" >53</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow53_col0\" class=\"data row53 col0\" >Interaction Threshold</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow53_col1\" class=\"data row53 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row54\" class=\"row_heading level0 row54\" >54</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow54_col0\" class=\"data row54 col0\" >Transform Target</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow54_col1\" class=\"data row54 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58clevel0_row55\" class=\"row_heading level0 row55\" >55</th>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow55_col0\" class=\"data row55 col0\" >Transform Target Method</td>\n",
       "                        <td id=\"T_e97b9734_7029_11eb_8d7a_b8868754b58crow55_col1\" class=\"data row55 col1\" >box-cox</td>\n",
       "            </tr>\n",
       "    </tbody></table>"
      ],
      "text/plain": [
       "<pandas.io.formats.style.Styler at 0x156e19bb888>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pycaret\n",
    "from pycaret.regression import *\n",
    "reg = setup(df, target = 'Item_Outlet_Sales',numeric_features=features, session_id=786)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:39:40.299549Z",
     "start_time": "2021-02-16T07:38:07.982955Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style  type=\"text/css\" >\n",
       "    #T_20980e36_702a_11eb_90c8_b8868754b58c th {\n",
       "          text-align: left;\n",
       "    }    #T_20980e36_702a_11eb_90c8_b8868754b58crow0_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow0_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            background-color:  yellow;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow0_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            background-color:  yellow;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow0_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            background-color:  yellow;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow0_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            background-color:  yellow;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow0_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            background-color:  yellow;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow0_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            background-color:  yellow;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow0_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow1_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow1_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow1_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow1_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow1_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow1_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow1_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow1_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow2_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow2_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow2_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow2_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow2_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow2_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow2_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow2_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow3_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow3_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow3_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow3_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow3_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow3_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow3_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow3_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow4_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow4_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow4_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow4_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow4_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow4_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow4_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow4_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow5_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow5_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow5_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow5_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow5_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow5_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow5_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow5_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow6_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow6_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow6_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow6_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow6_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow6_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow6_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow6_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow7_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow7_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow7_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow7_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow7_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow7_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow7_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow7_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            background-color:  yellow;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow8_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow8_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow8_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow8_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow8_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow8_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow8_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow8_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow9_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow9_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow9_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow9_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow9_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow9_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow9_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow9_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            background-color:  yellow;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow10_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow10_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow10_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow10_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow10_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow10_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow10_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow10_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow11_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow11_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow11_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow11_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow11_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow11_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow11_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow11_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow12_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow12_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow12_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow12_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow12_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow12_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow12_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow12_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow13_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow13_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow13_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow13_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow13_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow13_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow13_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow13_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow14_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow14_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow14_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow14_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow14_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow14_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow14_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow14_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "            background-color:  lightgrey;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow15_col0 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow15_col1 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow15_col2 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow15_col3 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow15_col4 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow15_col5 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow15_col6 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "        }    #T_20980e36_702a_11eb_90c8_b8868754b58crow15_col7 {\n",
       "            text-align:  left;\n",
       "            text-align:  left;\n",
       "            : ;\n",
       "            background-color:  lightgrey;\n",
       "        }</style><table id=\"T_20980e36_702a_11eb_90c8_b8868754b58c\" ><thead>    <tr>        <th class=\"blank level0\" ></th>        <th class=\"col_heading level0 col0\" >Model</th>        <th class=\"col_heading level0 col1\" >MAE</th>        <th class=\"col_heading level0 col2\" >MSE</th>        <th class=\"col_heading level0 col3\" >RMSE</th>        <th class=\"col_heading level0 col4\" >R2</th>        <th class=\"col_heading level0 col5\" >RMSLE</th>        <th class=\"col_heading level0 col6\" >MAPE</th>        <th class=\"col_heading level0 col7\" >TT (Sec)</th>    </tr></thead><tbody>\n",
       "                <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row0\" class=\"row_heading level0 row0\" >et</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow0_col0\" class=\"data row0 col0\" >Extra Trees Regressor</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow0_col1\" class=\"data row0 col1\" >145.5</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow0_col2\" class=\"data row0 col2\" >1.805e+05</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow0_col3\" class=\"data row0 col3\" >418.1</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow0_col4\" class=\"data row0 col4\" >0.9423</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow0_col5\" class=\"data row0 col5\" >0.235</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow0_col6\" class=\"data row0 col6\" >0.1091</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow0_col7\" class=\"data row0 col7\" >0.652</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row1\" class=\"row_heading level0 row1\" >rf</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow1_col0\" class=\"data row1 col0\" >Random Forest Regressor</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow1_col1\" class=\"data row1 col1\" >231.7</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow1_col2\" class=\"data row1 col2\" >2.081e+05</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow1_col3\" class=\"data row1 col3\" >450.4</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow1_col4\" class=\"data row1 col4\" >0.9332</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow1_col5\" class=\"data row1 col5\" >0.2631</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow1_col6\" class=\"data row1 col6\" >0.1719</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow1_col7\" class=\"data row1 col7\" >0.811</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row2\" class=\"row_heading level0 row2\" >dt</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow2_col0\" class=\"data row2 col0\" >Decision Tree Regressor</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow2_col1\" class=\"data row2 col1\" >180.3</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow2_col2\" class=\"data row2 col2\" >2.771e+05</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow2_col3\" class=\"data row2 col3\" >519.7</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow2_col4\" class=\"data row2 col4\" >0.9108</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow2_col5\" class=\"data row2 col5\" >0.3179</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow2_col6\" class=\"data row2 col6\" >0.1304</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow2_col7\" class=\"data row2 col7\" >0.023</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row3\" class=\"row_heading level0 row3\" >catboost</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow3_col0\" class=\"data row3 col0\" >CatBoost Regressor</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow3_col1\" class=\"data row3 col1\" >364.1</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow3_col2\" class=\"data row3 col2\" >2.889e+05</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow3_col3\" class=\"data row3 col3\" >535.2</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow3_col4\" class=\"data row3 col4\" >0.9068</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow3_col5\" class=\"data row3 col5\" >0.392</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow3_col6\" class=\"data row3 col6\" >0.3172</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow3_col7\" class=\"data row3 col7\" >5.826</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row4\" class=\"row_heading level0 row4\" >lightgbm</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow4_col0\" class=\"data row4 col0\" >Light Gradient Boosting Machine</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow4_col1\" class=\"data row4 col1\" >380.1</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow4_col2\" class=\"data row4 col2\" >3.124e+05</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow4_col3\" class=\"data row4 col3\" >556.8</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow4_col4\" class=\"data row4 col4\" >0.8993</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow4_col5\" class=\"data row4 col5\" >0.3977</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow4_col6\" class=\"data row4 col6\" >0.3365</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow4_col7\" class=\"data row4 col7\" >0.084</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row5\" class=\"row_heading level0 row5\" >gbr</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow5_col0\" class=\"data row5 col0\" >Gradient Boosting Regressor</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow5_col1\" class=\"data row5 col1\" >506.3</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow5_col2\" class=\"data row5 col2\" >4.967e+05</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow5_col3\" class=\"data row5 col3\" >703.6</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow5_col4\" class=\"data row5 col4\" >0.8398</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow5_col5\" class=\"data row5 col5\" >0.4484</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow5_col6\" class=\"data row5 col6\" >0.4204</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow5_col7\" class=\"data row5 col7\" >0.251</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row6\" class=\"row_heading level0 row6\" >lr</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow6_col0\" class=\"data row6 col0\" >Linear Regression</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow6_col1\" class=\"data row6 col1\" >600.5</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow6_col2\" class=\"data row6 col2\" >6.478e+05</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow6_col3\" class=\"data row6 col3\" >802.7</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow6_col4\" class=\"data row6 col4\" >0.792</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow6_col5\" class=\"data row6 col5\" >0.5751</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow6_col6\" class=\"data row6 col6\" >0.5725</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow6_col7\" class=\"data row6 col7\" >0.565</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row7\" class=\"row_heading level0 row7\" >lasso</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow7_col0\" class=\"data row7 col0\" >Lasso Regression</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow7_col1\" class=\"data row7 col1\" >600.2</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow7_col2\" class=\"data row7 col2\" >6.478e+05</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow7_col3\" class=\"data row7 col3\" >802.7</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow7_col4\" class=\"data row7 col4\" >0.792</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow7_col5\" class=\"data row7 col5\" >0.5759</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow7_col6\" class=\"data row7 col6\" >0.572</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow7_col7\" class=\"data row7 col7\" >0.017</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row8\" class=\"row_heading level0 row8\" >ridge</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow8_col0\" class=\"data row8 col0\" >Ridge Regression</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow8_col1\" class=\"data row8 col1\" >600.4</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow8_col2\" class=\"data row8 col2\" >6.477e+05</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow8_col3\" class=\"data row8 col3\" >802.7</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow8_col4\" class=\"data row8 col4\" >0.792</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow8_col5\" class=\"data row8 col5\" >0.5733</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow8_col6\" class=\"data row8 col6\" >0.5728</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow8_col7\" class=\"data row8 col7\" >0.027</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row9\" class=\"row_heading level0 row9\" >br</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow9_col0\" class=\"data row9 col0\" >Bayesian Ridge</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow9_col1\" class=\"data row9 col1\" >600.3</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow9_col2\" class=\"data row9 col2\" >6.477e+05</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow9_col3\" class=\"data row9 col3\" >802.7</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow9_col4\" class=\"data row9 col4\" >0.792</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow9_col5\" class=\"data row9 col5\" >0.5739</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow9_col6\" class=\"data row9 col6\" >0.573</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow9_col7\" class=\"data row9 col7\" >0.017</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row10\" class=\"row_heading level0 row10\" >huber</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow10_col0\" class=\"data row10 col0\" >Huber Regressor</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow10_col1\" class=\"data row10 col1\" >593.4</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow10_col2\" class=\"data row10 col2\" >6.683e+05</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow10_col3\" class=\"data row10 col3\" >815</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow10_col4\" class=\"data row10 col4\" >0.7857</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow10_col5\" class=\"data row10 col5\" >0.5749</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow10_col6\" class=\"data row10 col6\" >0.5628</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow10_col7\" class=\"data row10 col7\" >0.079</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row11\" class=\"row_heading level0 row11\" >ada</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow11_col0\" class=\"data row11 col0\" >AdaBoost Regressor</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow11_col1\" class=\"data row11 col1\" >649.5</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow11_col2\" class=\"data row11 col2\" >6.95e+05</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow11_col3\" class=\"data row11 col3\" >832.6</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow11_col4\" class=\"data row11 col4\" >0.7754</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow11_col5\" class=\"data row11 col5\" >0.5725</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow11_col6\" class=\"data row11 col6\" >0.6639</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow11_col7\" class=\"data row11 col7\" >0.141</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row12\" class=\"row_heading level0 row12\" >omp</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow12_col0\" class=\"data row12 col0\" >Orthogonal Matching Pursuit</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow12_col1\" class=\"data row12 col1\" >707.3</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow12_col2\" class=\"data row12 col2\" >8.675e+05</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow12_col3\" class=\"data row12 col3\" >928.8</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow12_col4\" class=\"data row12 col4\" >0.7214</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow12_col5\" class=\"data row12 col5\" >0.5886</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow12_col6\" class=\"data row12 col6\" >0.6524</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow12_col7\" class=\"data row12 col7\" >0.063</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row13\" class=\"row_heading level0 row13\" >en</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow13_col0\" class=\"data row13 col0\" >Elastic Net</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow13_col1\" class=\"data row13 col1\" >824.9</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow13_col2\" class=\"data row13 col2\" >1.284e+06</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow13_col3\" class=\"data row13 col3\" >1132</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow13_col4\" class=\"data row13 col4\" >0.5863</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow13_col5\" class=\"data row13 col5\" >0.7571</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow13_col6\" class=\"data row13 col6\" >0.9942</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow13_col7\" class=\"data row13 col7\" >0.018</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row14\" class=\"row_heading level0 row14\" >knn</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow14_col0\" class=\"data row14 col0\" >K Neighbors Regressor</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow14_col1\" class=\"data row14 col1\" >801.4</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow14_col2\" class=\"data row14 col2\" >1.406e+06</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow14_col3\" class=\"data row14 col3\" >1181</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow14_col4\" class=\"data row14 col4\" >0.5479</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow14_col5\" class=\"data row14 col5\" >0.7108</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow14_col6\" class=\"data row14 col6\" >0.9009</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow14_col7\" class=\"data row14 col7\" >0.056</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_20980e36_702a_11eb_90c8_b8868754b58clevel0_row15\" class=\"row_heading level0 row15\" >par</th>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow15_col0\" class=\"data row15 col0\" >Passive Aggressive Regressor</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow15_col1\" class=\"data row15 col1\" >925.1</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow15_col2\" class=\"data row15 col2\" >1.532e+06</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow15_col3\" class=\"data row15 col3\" >1227</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow15_col4\" class=\"data row15 col4\" >0.5067</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow15_col5\" class=\"data row15 col5\" >0.7682</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow15_col6\" class=\"data row15 col6\" >1.052</td>\n",
       "                        <td id=\"T_20980e36_702a_11eb_90c8_b8868754b58crow15_col7\" class=\"data row15 col7\" >0.024</td>\n",
       "            </tr>\n",
       "    </tbody></table>"
      ],
      "text/plain": [
       "<pandas.io.formats.style.Styler at 0x156e1b64448>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "ExtraTreesRegressor(bootstrap=False, ccp_alpha=0.0, criterion='mse',\n",
       "                    max_depth=None, max_features='auto', max_leaf_nodes=None,\n",
       "                    max_samples=None, min_impurity_decrease=0.0,\n",
       "                    min_impurity_split=None, min_samples_leaf=1,\n",
       "                    min_samples_split=2, min_weight_fraction_leaf=0.0,\n",
       "                    n_estimators=100, n_jobs=-1, oob_score=False,\n",
       "                    random_state=786, verbose=0, warm_start=False)"
      ]
     },
     "execution_count": 103,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "compare_models()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:40:41.537174Z",
     "start_time": "2021-02-16T07:39:40.303525Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style  type=\"text/css\" >\n",
       "    #T_45040aa8_702a_11eb_afba_b8868754b58crow10_col0 {\n",
       "            background:  yellow;\n",
       "        }    #T_45040aa8_702a_11eb_afba_b8868754b58crow10_col1 {\n",
       "            background:  yellow;\n",
       "        }    #T_45040aa8_702a_11eb_afba_b8868754b58crow10_col2 {\n",
       "            background:  yellow;\n",
       "        }    #T_45040aa8_702a_11eb_afba_b8868754b58crow10_col3 {\n",
       "            background:  yellow;\n",
       "        }    #T_45040aa8_702a_11eb_afba_b8868754b58crow10_col4 {\n",
       "            background:  yellow;\n",
       "        }    #T_45040aa8_702a_11eb_afba_b8868754b58crow10_col5 {\n",
       "            background:  yellow;\n",
       "        }</style><table id=\"T_45040aa8_702a_11eb_afba_b8868754b58c\" ><thead>    <tr>        <th class=\"blank level0\" ></th>        <th class=\"col_heading level0 col0\" >MAE</th>        <th class=\"col_heading level0 col1\" >MSE</th>        <th class=\"col_heading level0 col2\" >RMSE</th>        <th class=\"col_heading level0 col3\" >R2</th>        <th class=\"col_heading level0 col4\" >RMSLE</th>        <th class=\"col_heading level0 col5\" >MAPE</th>    </tr></thead><tbody>\n",
       "                <tr>\n",
       "                        <th id=\"T_45040aa8_702a_11eb_afba_b8868754b58clevel0_row0\" class=\"row_heading level0 row0\" >0</th>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow0_col0\" class=\"data row0 col0\" >355.8</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow0_col1\" class=\"data row0 col1\" >2.886e+05</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow0_col2\" class=\"data row0 col2\" >537.2</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow0_col3\" class=\"data row0 col3\" >0.916</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow0_col4\" class=\"data row0 col4\" >0.3973</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow0_col5\" class=\"data row0 col5\" >0.3113</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_45040aa8_702a_11eb_afba_b8868754b58clevel0_row1\" class=\"row_heading level0 row1\" >1</th>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow1_col0\" class=\"data row1 col0\" >349.9</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow1_col1\" class=\"data row1 col1\" >2.756e+05</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow1_col2\" class=\"data row1 col2\" >525</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow1_col3\" class=\"data row1 col3\" >0.9103</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow1_col4\" class=\"data row1 col4\" >0.3803</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow1_col5\" class=\"data row1 col5\" >0.3243</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_45040aa8_702a_11eb_afba_b8868754b58clevel0_row2\" class=\"row_heading level0 row2\" >2</th>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow2_col0\" class=\"data row2 col0\" >362.5</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow2_col1\" class=\"data row2 col1\" >2.625e+05</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow2_col2\" class=\"data row2 col2\" >512.4</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow2_col3\" class=\"data row2 col3\" >0.9106</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow2_col4\" class=\"data row2 col4\" >0.4676</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow2_col5\" class=\"data row2 col5\" >0.3562</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_45040aa8_702a_11eb_afba_b8868754b58clevel0_row3\" class=\"row_heading level0 row3\" >3</th>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow3_col0\" class=\"data row3 col0\" >357.3</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow3_col1\" class=\"data row3 col1\" >2.873e+05</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow3_col2\" class=\"data row3 col2\" >536</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow3_col3\" class=\"data row3 col3\" >0.9055</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow3_col4\" class=\"data row3 col4\" >0.4251</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow3_col5\" class=\"data row3 col5\" >0.3307</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_45040aa8_702a_11eb_afba_b8868754b58clevel0_row4\" class=\"row_heading level0 row4\" >4</th>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow4_col0\" class=\"data row4 col0\" >340.8</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow4_col1\" class=\"data row4 col1\" >2.327e+05</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow4_col2\" class=\"data row4 col2\" >482.4</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow4_col3\" class=\"data row4 col3\" >0.9188</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow4_col4\" class=\"data row4 col4\" >0.3479</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow4_col5\" class=\"data row4 col5\" >0.2828</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_45040aa8_702a_11eb_afba_b8868754b58clevel0_row5\" class=\"row_heading level0 row5\" >5</th>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow5_col0\" class=\"data row5 col0\" >403.2</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow5_col1\" class=\"data row5 col1\" >4.53e+05</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow5_col2\" class=\"data row5 col2\" >673</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow5_col3\" class=\"data row5 col3\" >0.8619</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow5_col4\" class=\"data row5 col4\" >0.361</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow5_col5\" class=\"data row5 col5\" >0.2922</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_45040aa8_702a_11eb_afba_b8868754b58clevel0_row6\" class=\"row_heading level0 row6\" >6</th>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow6_col0\" class=\"data row6 col0\" >364.3</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow6_col1\" class=\"data row6 col1\" >2.502e+05</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow6_col2\" class=\"data row6 col2\" >500.2</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow6_col3\" class=\"data row6 col3\" >0.9096</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow6_col4\" class=\"data row6 col4\" >0.403</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow6_col5\" class=\"data row6 col5\" >0.3264</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_45040aa8_702a_11eb_afba_b8868754b58clevel0_row7\" class=\"row_heading level0 row7\" >7</th>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow7_col0\" class=\"data row7 col0\" >390.3</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow7_col1\" class=\"data row7 col1\" >2.972e+05</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow7_col2\" class=\"data row7 col2\" >545.1</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow7_col3\" class=\"data row7 col3\" >0.8939</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow7_col4\" class=\"data row7 col4\" >0.4444</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow7_col5\" class=\"data row7 col5\" >0.3991</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_45040aa8_702a_11eb_afba_b8868754b58clevel0_row8\" class=\"row_heading level0 row8\" >8</th>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow8_col0\" class=\"data row8 col0\" >349.6</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow8_col1\" class=\"data row8 col1\" >2.573e+05</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow8_col2\" class=\"data row8 col2\" >507.2</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow8_col3\" class=\"data row8 col3\" >0.9287</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow8_col4\" class=\"data row8 col4\" >0.3504</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow8_col5\" class=\"data row8 col5\" >0.2942</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_45040aa8_702a_11eb_afba_b8868754b58clevel0_row9\" class=\"row_heading level0 row9\" >9</th>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow9_col0\" class=\"data row9 col0\" >367.8</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow9_col1\" class=\"data row9 col1\" >2.844e+05</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow9_col2\" class=\"data row9 col2\" >533.3</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow9_col3\" class=\"data row9 col3\" >0.9125</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow9_col4\" class=\"data row9 col4\" >0.3432</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow9_col5\" class=\"data row9 col5\" >0.2551</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_45040aa8_702a_11eb_afba_b8868754b58clevel0_row10\" class=\"row_heading level0 row10\" >Mean</th>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow10_col0\" class=\"data row10 col0\" >364.1</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow10_col1\" class=\"data row10 col1\" >2.889e+05</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow10_col2\" class=\"data row10 col2\" >535.2</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow10_col3\" class=\"data row10 col3\" >0.9068</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow10_col4\" class=\"data row10 col4\" >0.392</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow10_col5\" class=\"data row10 col5\" >0.3172</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_45040aa8_702a_11eb_afba_b8868754b58clevel0_row11\" class=\"row_heading level0 row11\" >SD</th>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow11_col0\" class=\"data row11 col0\" >18.18</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow11_col1\" class=\"data row11 col1\" >5.792e+04</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow11_col2\" class=\"data row11 col2\" >49.53</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow11_col3\" class=\"data row11 col3\" >0.0172</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow11_col4\" class=\"data row11 col4\" >0.0411</td>\n",
       "                        <td id=\"T_45040aa8_702a_11eb_afba_b8868754b58crow11_col5\" class=\"data row11 col5\" >0.0385</td>\n",
       "            </tr>\n",
       "    </tbody></table>"
      ],
      "text/plain": [
       "<pandas.io.formats.style.Styler at 0x156e1ddfcc8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<catboost.core.CatBoostRegressor at 0x156e1aa43c8>"
      ]
     },
     "execution_count": 104,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "create_model('catboost')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:41:38.058600Z",
     "start_time": "2021-02-16T07:40:41.539177Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "dt=create_model('et')\n",
    "plot_model(estimator = dt, plot = 'learning')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## References\n",
    "- Application of Factor Analysis to k-means Clustering Algorithm on Transportation Data.\n",
    "<a href=\"http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.673.5439&rep=rep1&type=pdf\">Read the\n",
    "    paper </a>\n",
    "- <a href=\"https://medium.com/@masarudheena/4-best-ways-to-find-optimal-number-of-clusters-for-clustering-with-python-code-706199fa957c\">Find Optimal Number of Clusters </a>\n",
    "- <a href=\"https://towardsdatascience.com/silhouette-coefficient-validating-clustering-techniques-e976bb81d10c\"> Silhouette coefficient </a>\n",
    "- <a href=\"https://github.com/milesgranger/gap_statistic/blob/master/Example.ipynb\">Gap Statistics</a>\n",
    "- <a href=\"https://www.datacamp.com/community/tutorials/principal-component-analysis-in-python\">PCA</a>\n",
    "- <a href=\"https://medium.com/@dmitriy.kavyazin/principal-component-analysis-and-k-means-clustering-to-visualize-a-high-dimensional-dataset-577b2a7a5fe2\">principal-component-analysis-and-k-means-clustering</a>\n",
    "- <a href=\"https://365datascience.com/pca-k-means/\" >PCA & Kmeans </a>\n",
    "\n",
    "- <a href=\"https://towardsdatascience.com/ways-to-detect-and-remove-the-outliers-404d16608dba\">Outlier detection & removal </a>\n",
    "\n",
    "- <a href=\"https://dzone.com/articles/kmeans-silhouette-score-explained-with-python-exam#:~:text=The%20value%20of%202%20and,is%20above%20average%20silhouette%20scores.\">Silhouette </a>\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## FUNCTIONS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.749993Z",
     "start_time": "2021-02-16T07:32:10.554Z"
    }
   },
   "outputs": [],
   "source": [
    "from sklearn import metrics\n",
    "from sklearn.metrics import pairwise_distances"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "heading_collapsed": true
   },
   "source": [
    "### normalize_df()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.751992Z",
     "start_time": "2021-02-16T07:32:10.565Z"
    },
    "hidden": true
   },
   "outputs": [],
   "source": [
    "def normalize_df(df):\n",
    "#normalizing before VIF\n",
    "    min_max_scaler = preprocessing.MinMaxScaler()\n",
    "    df_scaled = min_max_scaler.fit_transform(df)\n",
    "    Scaled_df_used=pd.DataFrame(df_scaled,columns=df.columns.tolist(),index=df.index)\n",
    "    return df_scaled,Scaled_df_used"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### calculate_vif_(X, thresh)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.753990Z",
     "start_time": "2021-02-16T07:32:10.571Z"
    }
   },
   "outputs": [],
   "source": [
    "#VIF Treatment \n",
    "from joblib import Parallel, delayed\n",
    "\n",
    "# Defining the function that you will run later\n",
    "import time \n",
    "from joblib import Parallel, delayed\n",
    "\n",
    "# Defining the function that you will run later\n",
    "def calculate_vif_(X, thresh=5):\n",
    "#     for thresh in thresh:\n",
    "#         print('running for threshold= ',thresh)\n",
    "        variables = [X.columns[i] for i in range(X.shape[1])]\n",
    "        dropped=True\n",
    "        while dropped:\n",
    "            dropped=False\n",
    "            print(len(variables))\n",
    "            vif = Parallel(n_jobs=-1,verbose=5)(delayed(variance_inflation_factor)(X[variables].values, ix) \n",
    "                                                for ix in range(len(variables)))\n",
    "\n",
    "            maxloc = vif.index(max(vif))\n",
    "            if max(vif) > thresh:\n",
    "                print(time.ctime() + ' dropping \\'' + X[variables].columns[maxloc] + '\\' at index: ' + str(maxloc))\n",
    "                variables.pop(maxloc)\n",
    "                dropped=True\n",
    "\n",
    "        print('Remaining variables:')\n",
    "        print([variables])\n",
    "        #return X[[i for i in variables]]\n",
    "        return (variables)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "heading_collapsed": true
   },
   "source": [
    "### PCA_components(df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.757988Z",
     "start_time": "2021-02-16T07:32:10.582Z"
    },
    "hidden": true
   },
   "outputs": [],
   "source": [
    "import plotly.express as px\n",
    "from sklearn.decomposition import PCA\n",
    "\n",
    "def PCA_components(df):\n",
    "    \"\"\"\n",
    "    input to this function is scaled array of dataframe to be used\n",
    "    \"\"\"\n",
    "    pca = PCA()\n",
    "    pca.fit(df)\n",
    "    exp_var_cumul = np.cumsum(pca.explained_variance_ratio_)\n",
    "\n",
    "    return (px.area(\n",
    "        x=range(1, exp_var_cumul.shape[0] + 1),\n",
    "        y=exp_var_cumul,\n",
    "        labels={\"x\": \"# Components\", \"y\": \"Explained Variance\"}\n",
    "    ))\n",
    "    "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "heading_collapsed": true
   },
   "source": [
    "### elbow_kmeans(Cluster_data_used)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.760987Z",
     "start_time": "2021-02-16T07:32:10.589Z"
    },
    "hidden": true
   },
   "outputs": [],
   "source": [
    "#!pip install yellowbrick\n",
    "from sklearn.cluster import KMeans\n",
    "from scipy.spatial.distance import cdist\n",
    "from yellowbrick.cluster import KElbowVisualizer\n",
    "\n",
    "def elbow_kmeans(Cluster_data_used):\n",
    "#within cluster sunm of squares=WCSS\n",
    "    WCSS = []\n",
    "    #distortions = []\n",
    "    for i in range(1,31):\n",
    "        kmeans = KMeans(n_clusters=i,init = 'k-means++',max_iter=500, n_init = 10, random_state = 0)\n",
    "        kmeans.fit(Cluster_data_used)\n",
    "        WCSS.append(kmeans.inertia_)\n",
    "        #using scipy\n",
    "        #distortions.append(sum(np.min(cdist(Cluster_data_used, kmeans.cluster_centers_, 'euclidean'), axis=1)) / Cluster_data_used.shape[0])\n",
    "\n",
    "    plt.plot(range(1,31),WCSS,marker='o', color='c')\n",
    "    plt.title('The Elbow Method showing the optimal k')\n",
    "    plt.xlabel('# of clusters')\n",
    "    plt.ylabel('WCSS')\n",
    "\n",
    "    plt.show()\n",
    "    # Elbow Method for K means\n",
    "    # Import ElbowVisualizer\n",
    "    \n",
    "    model = KMeans()\n",
    "    # k is range of number of clusters.\n",
    "    visualizer = KElbowVisualizer(model, k=(2,30), timings= True)\n",
    "    visualizer.fit(Cluster_data_used)        # Fit data to visualizer\n",
    "    visualizer.show()   \n",
    "    return "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### avg_silhouette(Cluster_data_used,range_n_clusters)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.763985Z",
     "start_time": "2021-02-16T07:32:10.595Z"
    }
   },
   "outputs": [],
   "source": [
    "from sklearn.metrics import silhouette_samples, silhouette_score\n",
    "import matplotlib.cm as cm\n",
    "from yellowbrick.cluster import KElbowVisualizer\n",
    "\n",
    "def avg_silhouette(Cluster_data_used,range_n_clusters):\n",
    "    for n_clusters in range_n_clusters:\n",
    "        # Create a subplot with 1 row and 2 columns\n",
    "#         fig, ax1 = plt.subplots(1, 1)\n",
    "#         fig.set_size_inches(18, 7)\n",
    "\n",
    "        # The 1st subplot is the silhouette plot\n",
    "        # The silhouette coefficient can range from -1, 1 but in this example all\n",
    "        # lie within [-0.1, 1]\n",
    "#         ax1.set_xlim([-0.1, 1])\n",
    "#         # The (n_clusters+1)*10 is for inserting blank space between silhouette\n",
    "#         # plots of individual clusters, to demarcate them clearly.\n",
    "#         ax1.set_ylim([0, Cluster_data_used.shape[0] + (n_clusters + 1) * 10])\n",
    "\n",
    "        # Initialize the clusterer with n_clusters value and a random generator\n",
    "        # seed of 10 for reproducibility.\n",
    "        clusterer = KMeans(n_clusters=n_clusters, random_state=10)\n",
    "        cluster_labels = clusterer.fit_predict(Cluster_data_used)\n",
    "\n",
    "        # The silhouette_score gives the average value for all the samples.\n",
    "        # This gives a perspective into the density and separation of the formed\n",
    "        # clusters\n",
    "        silhouette_avg = silhouette_score(Cluster_data_used, cluster_labels)\n",
    "        print(\"For n_clusters =\", n_clusters,\n",
    "              \"The average silhouette_score is :\", silhouette_avg)\n",
    "                 \n",
    "    plt.show()\n",
    "    \n",
    "    # Silhouette Score for K means\n",
    "    # Import ElbowVisualizer\n",
    "    model = KMeans()\n",
    "    # k is range of number of clusters.\n",
    "    visualizer = KElbowVisualizer(model, k=(2,30),metric='silhouette', timings= True)\n",
    "    visualizer.fit(Cluster_data_used)        # Fit the data to the visualizer\n",
    "    visualizer.show() \n",
    "    return "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### gap_statistics(Cluster_data_used)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.765984Z",
     "start_time": "2021-02-16T07:32:10.602Z"
    }
   },
   "outputs": [],
   "source": [
    "# !pip install gap-stat==2.0.1\n",
    "# !pip install gapstat-rs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.768983Z",
     "start_time": "2021-02-16T07:32:10.607Z"
    }
   },
   "outputs": [],
   "source": [
    "# !pip install gap-stat==2.0.1\n",
    "# !pip install gapstat-rs\n",
    "\n",
    "from gap_statistic import OptimalK\n",
    "\n",
    "def gap_statistics(Cluster_data_used):\n",
    "    optimalK = OptimalK(parallel_backend='rust')\n",
    "    n_clusters = optimalK(Cluster_data_used, cluster_array=np.arange(1, 8))\n",
    "    print('Optimal clusters: ', n_clusters)\n",
    "    #print(optimalK.gap_df)\n",
    "    plt.plot(optimalK.gap_df.n_clusters, optimalK.gap_df.gap_value, linewidth=3)\n",
    "    plt.scatter(optimalK.gap_df[optimalK.gap_df.n_clusters == n_clusters].n_clusters,\n",
    "                optimalK.gap_df[optimalK.gap_df.n_clusters == n_clusters].gap_value, s=250, c='r')\n",
    "    plt.grid(True)\n",
    "    plt.xlabel('Cluster Count')\n",
    "    plt.ylabel('Gap Value')\n",
    "    plt.title('Gap Values by Cluster Count')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "heading_collapsed": true
   },
   "source": [
    "### dunn(k_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.770981Z",
     "start_time": "2021-02-16T07:32:10.614Z"
    },
    "hidden": true
   },
   "outputs": [],
   "source": [
    "#function for dun index\n",
    "#couldnot import jqmcvi so copying the relevant three functions to calculating dunn index\n",
    "\n",
    "import numpy as np\n",
    "from sklearn.metrics.pairwise import euclidean_distances\n",
    "\n",
    "def delta(ck, cl):\n",
    "    values = np.ones([len(ck), len(cl)])*10000\n",
    "    \n",
    "    for i in range(0, len(ck)):\n",
    "        for j in range(0, len(cl)):\n",
    "            values[i, j] = np.linalg.norm(ck[i]-cl[j])\n",
    "            \n",
    "    return np.min(values)\n",
    "    \n",
    "def big_delta(ci):\n",
    "    values = np.zeros([len(ci), len(ci)])\n",
    "    \n",
    "    for i in range(0, len(ci)):\n",
    "        for j in range(0, len(ci)):\n",
    "            values[i, j] = np.linalg.norm(ci[i]-ci[j])\n",
    "            \n",
    "    return np.max(values)\n",
    "    \n",
    "def dunn(k_list):\n",
    "    \"\"\" Dunn index [CVI]\n",
    "    \n",
    "    Parameters\n",
    "    ----------\n",
    "    k_list : list of np.arrays\n",
    "        A list containing a numpy array for each cluster |c| = number of clusters\n",
    "        c[K] is np.array([N, p]) (N : number of samples in cluster K, p : sample dimension)\n",
    "    \"\"\"\n",
    "    deltas = np.ones([len(k_list), len(k_list)])*1000000\n",
    "    big_deltas = np.zeros([len(k_list), 1])\n",
    "    l_range = list(range(0, len(k_list)))\n",
    "    \n",
    "    for k in l_range:\n",
    "        for l in (l_range[0:k]+l_range[k+1:]):\n",
    "            deltas[k, l] = delta(k_list[k], k_list[l])\n",
    "        \n",
    "        big_deltas[k] = big_delta(k_list[k])\n",
    "\n",
    "    di = np.min(deltas)/np.max(big_deltas)\n",
    "    return di\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### get_scores(data,data_with_labels,model,label_column,algorithm_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.773980Z",
     "start_time": "2021-02-16T07:32:10.619Z"
    }
   },
   "outputs": [],
   "source": [
    "def get_scores(data,data_with_labels,model,label_column,algorithm_name):\n",
    "    \"\"\"\n",
    "    data is array version of data fit into the model,model is clustering model,\n",
    "    label_colun is the column that has labels predicted, name of algorithm\n",
    "    \"\"\"\n",
    "    silhouette_score=metrics.silhouette_score(data, model.labels_, metric='euclidean')\n",
    "    calinski_harabasz_score=metrics.calinski_harabasz_score(data, model.labels_)\n",
    "    davies_bouldin_score=metrics.davies_bouldin_score(data, model.labels_)\n",
    "    te=data_with_labels.copy()\n",
    "    klist=[]\n",
    "    clus={}\n",
    "    for i in np.unique(te[label_column]):\n",
    "        clus[i]=te.loc[te[label_column]==i]\n",
    "    for (key,values) in clus.items():\n",
    "        klist.append(clus[key].values)\n",
    "    dun_val=dunn(klist)\n",
    "    metrics_=[\"silhouette_score\",\"calinski_harabasz_score\",\"davies_bouldin_score\",\"dunn index\"]\n",
    "    algorithms_=[algorithm_name]\n",
    "    score=pd.DataFrame([silhouette_score,calinski_harabasz_score,davies_bouldin_score,dun_val],columns=algorithms_,index=metrics_)\n",
    "    return score "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### K_means(Cluster_data_used,k)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.777979Z",
     "start_time": "2021-02-16T07:32:10.625Z"
    }
   },
   "outputs": [],
   "source": [
    "from sklearn import metrics\n",
    "from time import time\n",
    "from sklearn.cluster import KMeans\n",
    "from sklearn.decomposition import PCA\n",
    "\n",
    "def K_means(Cluster_data_used,k):\n",
    "    X=np.array(Cluster_data_used)\n",
    "    #KMeans++ removes the drawback of K means which is it is dependent on initialization of centroid\n",
    "    kmodel=KMeans(init='k-means++', n_clusters=k, n_init=10,max_iter=500)\n",
    "    kmodel.fit(X)\n",
    "    clusters = kmodel.predict(Cluster_data_used)\n",
    "    Cluster_data_used_copy=Cluster_data_used.copy()\n",
    "    Cluster_data_used_copy[\"Cluster_Kmeans\"]=clusters\n",
    "    score=get_scores(X,Cluster_data_used_copy,kmodel,\"Cluster_Kmeans\",\"K-means\")\n",
    "    return score "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### plot_k_means_2D()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.779976Z",
     "start_time": "2021-02-16T07:32:10.631Z"
    }
   },
   "outputs": [],
   "source": [
    "import plotly as py\n",
    "import plotly.graph_objs as go\n",
    "from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot\n",
    "\n",
    "def plot_k_means_2D(df,n_clusters):\n",
    "    Cluster_data_used=df\n",
    "    X=np.array(Cluster_data_used)\n",
    "    #KMeans++ removes the drawback of K means which is it is dependent on initialization of centroid\n",
    "    kmodel=KMeans(init='k-means++', n_clusters=n_clusters, n_init=10,max_iter=500)\n",
    "    kmodel.fit(X)\n",
    "    clusters = kmodel.predict(Cluster_data_used)\n",
    "    Cluster_data_used_copy=Cluster_data_used.copy()\n",
    "    Cluster_data_used_copy[\"Cluster_Kmeans\"]=clusters\n",
    "    ############################################################\n",
    "    #plotX is a DataFrame containing 5000 values sampled randomly from X\n",
    "    plotX = pd.DataFrame(np.array(Cluster_data_used_copy))\n",
    "\n",
    "    #Rename plotX's columns since it was briefly converted to an np.array above\n",
    "    plotX.columns = Cluster_data_used_copy.columns\n",
    "\n",
    "    #PCA with one principal component\n",
    "    pca_1d = PCA(n_components=1)\n",
    "\n",
    "    #PCA with two principal components\n",
    "    pca_2d = PCA(n_components=2)\n",
    "\n",
    "    #PCA with three principal components\n",
    "    pca_3d = PCA(n_components=3)\n",
    "\n",
    "    #This DataFrame holds that single principal component mentioned above\n",
    "    PCs_1d = pd.DataFrame(pca_1d.fit_transform(plotX.drop([\"Cluster_Kmeans\"], axis=1)))\n",
    "\n",
    "    #This DataFrame contains the two principal components that will be used\n",
    "    #for the 2-D visualization mentioned above\n",
    "    PCs_2d = pd.DataFrame(pca_2d.fit_transform(plotX.drop([\"Cluster_Kmeans\"], axis=1)))\n",
    "\n",
    "    #And this DataFrame contains three principal components that will aid us\n",
    "    #in visualizing our clusters in 3-D\n",
    "    PCs_3d = pd.DataFrame(pca_3d.fit_transform(plotX.drop([\"Cluster_Kmeans\"], axis=1)))\n",
    "\n",
    "    PCs_1d.columns = [\"PC1_1d\"]\n",
    "\n",
    "    #\"PC1_2d\" means: 'The first principal component of the components created for 2-D visualization, by PCA.'\n",
    "    #And \"PC2_2d\" means: 'The second principal component of the components created for 2-D visualization, by PCA.'\n",
    "    PCs_2d.columns = [\"PC1_2d\", \"PC2_2d\"]\n",
    "\n",
    "    PCs_3d.columns = [\"PC1_3d\", \"PC2_3d\", \"PC3_3d\"]\n",
    "    #We concatenate these newly created DataFrames to plotX so that they can be used by plotX as columns.\n",
    "    plotX = pd.concat([plotX,PCs_1d,PCs_2d,PCs_3d], axis=1, join='inner')\n",
    "\n",
    "    cluster0 = plotX[plotX[\"Cluster_Kmeans\"] == 0]\n",
    "    cluster1 = plotX[plotX[\"Cluster_Kmeans\"] == 1]\n",
    "    cluster2 = plotX[plotX[\"Cluster_Kmeans\"] == 2]\n",
    "    cluster3 = plotX[plotX[\"Cluster_Kmeans\"] == 3]\n",
    "    #cluster4 = plotX[plotX[\"Cluster_Kmeans\"] == 4]\n",
    "\n",
    "#####################################################################\n",
    "    trace1 = go.Scatter(\n",
    "                        x = cluster0[\"PC1_2d\"],\n",
    "                        y = cluster0[\"PC2_2d\"],\n",
    "                        mode = \"markers\",\n",
    "                        name = \"Cluster 1\",\n",
    "                        marker = dict(color = 'rgba(255, 128, 255, 0.8)'),\n",
    "                        text = None)\n",
    "\n",
    "    #trace2 is for 'Cluster 1'\n",
    "    trace2 = go.Scatter(\n",
    "                        x = cluster1[\"PC1_2d\"],\n",
    "                        y = cluster1[\"PC2_2d\"],\n",
    "                        mode = \"markers\",\n",
    "                        name = \"Cluster 2\",\n",
    "                        marker = dict(color = 'rgba(255, 128, 2, 0.8)'),\n",
    "                        text = None)\n",
    "\n",
    "    #trace3 is for 'Cluster 3'\n",
    "    trace3 = go.Scatter(\n",
    "                        x = cluster2[\"PC1_2d\"],\n",
    "                        y = cluster2[\"PC2_2d\"],\n",
    "                        mode = \"markers\",\n",
    "                        name = \"Cluster 3\",\n",
    "                        marker = dict(color = 'rgba(0, 255, 200, 0.8)'),\n",
    "                        text = None)\n",
    "\n",
    "    #trace4 is for 'Cluster 4'\n",
    "    trace4 = go.Scatter(\n",
    "                        x = cluster3[\"PC1_2d\"],\n",
    "                        y = cluster3[\"PC2_2d\"],\n",
    "                        mode = \"markers\",\n",
    "                        name = \"Cluster 4\",\n",
    "                        marker = dict(color = 'rgba(255, 255, 100, 0.8)'),\n",
    "                        text = None)\n",
    "\n",
    "    # #trace5 is for 'Cluster 5'\n",
    "    # trace5 = go.Scatter(\n",
    "    #                     x = cluster4[\"PC1_2d\"],\n",
    "    #                     y = cluster4[\"PC2_2d\"],\n",
    "    #                     mode = \"markers\",\n",
    "    #                     name = \"Cluster 5\",\n",
    "    #                     marker = dict(color = 'rgba(255, 255, 2, 0.8)'),\n",
    "    #                     text = None)\n",
    "\n",
    "    data = [trace1, trace2, trace3,trace4]#,trace5]\n",
    "\n",
    "    title = \"Visualizing Clusters in Two Dimensions Using PCA\"\n",
    "\n",
    "    layout = dict(title = title,\n",
    "                  xaxis= dict(title= 'PC1',ticklen= 5,zeroline= False),\n",
    "                  yaxis= dict(title= 'PC2',ticklen= 5,zeroline= False)\n",
    "                 )\n",
    "\n",
    "    fig = dict(data = data, layout = layout)\n",
    "\n",
    "    iplot(fig)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### plot_k_means_3D()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-02-16T07:36:36.782975Z",
     "start_time": "2021-02-16T07:32:10.637Z"
    }
   },
   "outputs": [],
   "source": [
    "import plotly as py\n",
    "import plotly.graph_objs as go\n",
    "from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot\n",
    "\n",
    "def plot_k_means_3D(df,n_clusters):\n",
    "    Cluster_data_used=df\n",
    "    X=np.array(Cluster_data_used)\n",
    "    #KMeans++ removes the drawback of K means which is it is dependent on initialization of centroid\n",
    "    kmodel=KMeans(init='k-means++', n_clusters=n_clusters, n_init=10,max_iter=500)\n",
    "    kmodel.fit(X)\n",
    "    clusters = kmodel.predict(Cluster_data_used)\n",
    "    Cluster_data_used_copy=Cluster_data_used.copy()\n",
    "    Cluster_data_used_copy[\"Cluster_Kmeans\"]=clusters\n",
    "    ############################################################\n",
    "    #plotX is a DataFrame containing 5000 values sampled randomly from X\n",
    "    plotX = pd.DataFrame(np.array(Cluster_data_used_copy))\n",
    "\n",
    "    #Rename plotX's columns since it was briefly converted to an np.array above\n",
    "    plotX.columns = Cluster_data_used_copy.columns\n",
    "\n",
    "    #PCA with one principal component\n",
    "    pca_1d = PCA(n_components=1)\n",
    "\n",
    "    #PCA with two principal components\n",
    "    pca_2d = PCA(n_components=2)\n",
    "\n",
    "    #PCA with three principal components\n",
    "    pca_3d = PCA(n_components=3)\n",
    "\n",
    "    #This DataFrame holds that single principal component mentioned above\n",
    "    PCs_1d = pd.DataFrame(pca_1d.fit_transform(plotX.drop([\"Cluster_Kmeans\"], axis=1)))\n",
    "\n",
    "    #This DataFrame contains the two principal components that will be used\n",
    "    #for the 2-D visualization mentioned above\n",
    "    PCs_2d = pd.DataFrame(pca_2d.fit_transform(plotX.drop([\"Cluster_Kmeans\"], axis=1)))\n",
    "\n",
    "    #And this DataFrame contains three principal components that will aid us\n",
    "    #in visualizing our clusters in 3-D\n",
    "    PCs_3d = pd.DataFrame(pca_3d.fit_transform(plotX.drop([\"Cluster_Kmeans\"], axis=1)))\n",
    "\n",
    "    PCs_1d.columns = [\"PC1_1d\"]\n",
    "\n",
    "    #\"PC1_2d\" means: 'The first principal component of the components created for 2-D visualization, by PCA.'\n",
    "    #And \"PC2_2d\" means: 'The second principal component of the components created for 2-D visualization, by PCA.'\n",
    "    PCs_2d.columns = [\"PC1_2d\", \"PC2_2d\"]\n",
    "\n",
    "    PCs_3d.columns = [\"PC1_3d\", \"PC2_3d\", \"PC3_3d\"]\n",
    "    #We concatenate these newly created DataFrames to plotX so that they can be used by plotX as columns.\n",
    "    plotX = pd.concat([plotX,PCs_1d,PCs_2d,PCs_3d], axis=1, join='inner')\n",
    "\n",
    "    cluster0 = plotX[plotX[\"Cluster_Kmeans\"] == 0]\n",
    "    cluster1 = plotX[plotX[\"Cluster_Kmeans\"] == 1]\n",
    "    cluster2 = plotX[plotX[\"Cluster_Kmeans\"] == 2]\n",
    "    cluster3 = plotX[plotX[\"Cluster_Kmeans\"] == 3]\n",
    "    #cluster4 = plotX[plotX[\"Cluster_Kmeans\"] == 4]\n",
    "\n",
    "#####################################################################\n",
    "    trace1 = go.Scatter3d(\n",
    "                    x = cluster0[\"PC1_3d\"],\n",
    "                    y = cluster0[\"PC2_3d\"],\n",
    "                    z = cluster0[\"PC3_3d\"],\n",
    "                    mode = \"markers\",\n",
    "                    name = \"Cluster 1\",\n",
    "                    marker = dict(color = 'rgba(255, 128, 255, 0.8)'),\n",
    "                    text = None)\n",
    "\n",
    "    #trace2 is for 'Cluster 1'\n",
    "    trace2 = go.Scatter3d(\n",
    "                        x = cluster1[\"PC1_3d\"],\n",
    "                        y = cluster1[\"PC2_3d\"],\n",
    "                        z = cluster1[\"PC3_3d\"],\n",
    "                        mode = \"markers\",\n",
    "                        name = \"Cluster 2\",\n",
    "                        marker = dict(color = 'rgba(255, 128, 2, 0.8)'),\n",
    "                        text = None)\n",
    "\n",
    "    #trace3 is for 'Cluster 3'\n",
    "    trace3 = go.Scatter3d(\n",
    "                        x = cluster2[\"PC1_3d\"],\n",
    "                        y = cluster2[\"PC2_3d\"],\n",
    "                        z = cluster2[\"PC3_3d\"],\n",
    "                        mode = \"markers\",\n",
    "                        name = \"Cluster 3\",\n",
    "                        marker = dict(color = 'rgba(0, 255, 200, 0.8)'),\n",
    "                        text = None)\n",
    "\n",
    "    #trace4 is for 'Cluster 4'\n",
    "    trace4 = go.Scatter3d(\n",
    "                        x = cluster3[\"PC1_3d\"],\n",
    "                        y = cluster3[\"PC2_3d\"],\n",
    "                        z = cluster3[\"PC3_3d\"],\n",
    "                        mode = \"markers\",\n",
    "                        name = \"Cluster 4\",\n",
    "                        marker = dict(color = 'rgba(255, 255, 100, 0.8)'),\n",
    "                        text = None)\n",
    "\n",
    "    # #trace5 is for 'Cluster 5'\n",
    "    # trace5 = go.Scatter3d(\n",
    "    #                     x = cluster4[\"PC1_3d\"],\n",
    "    #                     y = cluster4[\"PC2_3d\"],\n",
    "    #                     z = cluster4[\"PC3_3d\"],\n",
    "    #                     mode = \"markers\",\n",
    "    #                     name = \"Cluster 5\",\n",
    "    #                     marker = dict(color = 'rgba(255, 255, 2, 0.8)'),\n",
    "    #                     text = None)\n",
    "\n",
    "    data = [trace1, trace2, trace3,trace4]#,trace5]\n",
    "\n",
    "    title = \"Visualizing Clusters in Three Dimensions Using PCA\"\n",
    "\n",
    "    layout = dict(title = title,\n",
    "                  xaxis= dict(title= 'PC1',ticklen= 5,zeroline= False),\n",
    "                  yaxis= dict(title= 'PC2',ticklen= 5,zeroline= False)\n",
    "                 )\n",
    "\n",
    "    fig = dict(data = data, layout = layout)\n",
    "\n",
    "    iplot(fig)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.4"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {
    "height": "calc(100% - 180px)",
    "left": "10px",
    "top": "150px",
    "width": "299.497px"
   },
   "toc_section_display": true,
   "toc_window_display": true
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}