{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Xns11 - Basic reading and plotting of cross sections"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Opening files and finding cross sections."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<mikeio1d.Xns11 (103)>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import mikeio1d\n",
    "\n",
    "xns = mikeio1d.open(\"../tests/testdata/mikep_cs_demo.xns11\")\n",
    "xns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "103"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# How many cross sections in the file?\n",
    "len(xns)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<CrossSection: basin_left1, 122.042, 1>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# You can index specific cross sections using their location id, chainage, and topo id.\n",
    "# For example, to access the cross section at location 'basin_left1', chainage '122.042', and topo id '1':\n",
    "xns[\"basin_left1\", \"122.042\", \"1\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<CrossSection: basin_left1, 122.042, 1>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Alternatively, you can use 'sel()' method to be more explicit (however without autocompletion):\n",
    "xns.sel(location_id=\"basin_left1\", chainage=\"122.042\", topo_id=\"1\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<CrossSection: basin_left1, 2.004, 1>,\n",
       " <CrossSection: basin_left1, 33.774, 1>,\n",
       " <CrossSection: basin_left1, 80.945, 1>,\n",
       " <CrossSection: basin_left1, 122.042, 1>,\n",
       " <CrossSection: basin_left1, 166.107, 1>,\n",
       " <CrossSection: basin_left1, 184.886, 1>,\n",
       " <CrossSection: basin_left1, 210.212, 1>,\n",
       " <CrossSection: basin_left1, 264.614, 1>,\n",
       " <CrossSection: basin_left1, 284.638, 1>,\n",
       " <CrossSection: basin_left1, 341.152, 1>,\n",
       " <CrossSection: basin_left1, 413.617, 1>,\n",
       " <CrossSection: basin_left1, 481.451, 1>]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Use ':' or '...' as a wildcard to get a list of CrossSection objects matching the specified criteria.\n",
    "xns[\"basin_left1\", :, \"1\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<CrossSection: basin_left1, 2.004, 1>,\n",
       " <CrossSection: basin_left1, 33.774, 1>,\n",
       " <CrossSection: basin_left1, 80.945, 1>,\n",
       " <CrossSection: basin_left1, 122.042, 1>,\n",
       " <CrossSection: basin_left1, 166.107, 1>,\n",
       " <CrossSection: basin_left1, 184.886, 1>,\n",
       " <CrossSection: basin_left1, 210.212, 1>,\n",
       " <CrossSection: basin_left1, 264.614, 1>,\n",
       " <CrossSection: basin_left1, 284.638, 1>,\n",
       " <CrossSection: basin_left1, 341.152, 1>,\n",
       " <CrossSection: basin_left1, 413.617, 1>,\n",
       " <CrossSection: basin_left1, 481.451, 1>]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# You can also provide fewer arguments and the remaining ones will automatically use '...'.\n",
    "# For example, xns['basin_left1', ..., ...] can be more concisely expressed as:\n",
    "xns[\"basin_left1\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<CrossSection: basin_left1, 2.004, 1>,\n",
       " <CrossSection: basin_left1, 33.774, 1>,\n",
       " <CrossSection: basin_left1, 80.945, 1>,\n",
       " <CrossSection: basin_left1, 122.042, 1>,\n",
       " <CrossSection: basin_left1, 166.107, 1>,\n",
       " <CrossSection: basin_left1, 184.886, 1>,\n",
       " <CrossSection: basin_left1, 210.212, 1>,\n",
       " <CrossSection: basin_left1, 264.614, 1>,\n",
       " <CrossSection: basin_left1, 284.638, 1>,\n",
       " <CrossSection: basin_left1, 341.152, 1>,\n",
       " <CrossSection: basin_left1, 413.617, 1>,\n",
       " <CrossSection: basin_left1, 481.451, 1>]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Or with the 'sel()' method:\n",
    "xns.sel(location_id=\"basin_left1\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "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></th>\n",
       "      <th></th>\n",
       "      <th>cross_section</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>location_id</th>\n",
       "      <th>chainage</th>\n",
       "      <th>topo_id</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">basin_left1</th>\n",
       "      <th>2.004</th>\n",
       "      <th>1</th>\n",
       "      <td>&lt;CrossSection: basin_left1, 2.004, 1&gt;</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33.774</th>\n",
       "      <th>1</th>\n",
       "      <td>&lt;CrossSection: basin_left1, 33.774, 1&gt;</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80.945</th>\n",
       "      <th>1</th>\n",
       "      <td>&lt;CrossSection: basin_left1, 80.945, 1&gt;</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122.042</th>\n",
       "      <th>1</th>\n",
       "      <td>&lt;CrossSection: basin_left1, 122.042, 1&gt;</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166.107</th>\n",
       "      <th>1</th>\n",
       "      <td>&lt;CrossSection: basin_left1, 166.107, 1&gt;</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">tributary</th>\n",
       "      <th>250.000</th>\n",
       "      <th>tributary</th>\n",
       "      <td>&lt;CrossSection: tributary, 250.000, tributary&gt;</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300.000</th>\n",
       "      <th>tributary</th>\n",
       "      <td>&lt;CrossSection: tributary, 300.000, tributary&gt;</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>400.000</th>\n",
       "      <th>tributary</th>\n",
       "      <td>&lt;CrossSection: tributary, 400.000, tributary&gt;</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>450.000</th>\n",
       "      <th>tributary</th>\n",
       "      <td>&lt;CrossSection: tributary, 450.000, tributary&gt;</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>500.000</th>\n",
       "      <th>tributary</th>\n",
       "      <td>&lt;CrossSection: tributary, 500.000, tributary&gt;</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>103 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                cross_section\n",
       "location_id chainage topo_id                                                 \n",
       "basin_left1 2.004    1                  <CrossSection: basin_left1, 2.004, 1>\n",
       "            33.774   1                 <CrossSection: basin_left1, 33.774, 1>\n",
       "            80.945   1                 <CrossSection: basin_left1, 80.945, 1>\n",
       "            122.042  1                <CrossSection: basin_left1, 122.042, 1>\n",
       "            166.107  1                <CrossSection: basin_left1, 166.107, 1>\n",
       "...                                                                       ...\n",
       "tributary   250.000  tributary  <CrossSection: tributary, 250.000, tributary>\n",
       "            300.000  tributary  <CrossSection: tributary, 300.000, tributary>\n",
       "            400.000  tributary  <CrossSection: tributary, 400.000, tributary>\n",
       "            450.000  tributary  <CrossSection: tributary, 450.000, tributary>\n",
       "            500.000  tributary  <CrossSection: tributary, 500.000, tributary>\n",
       "\n",
       "[103 rows x 1 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get a nice overview of the collection as a pandas DataFrame.\n",
    "xns.to_dataframe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'basin_left1', 'link_basin_left', 'basin_left2', 'tributary', 'river', 'basin_right', 'link_basin_right'}\n",
      "{'400.000', '281.473', '520.410', '53200.000', '70.870', '53126.750', '53900.000', '29.194', '46.000', '563.294', '481.451', '53745.338', '436.489', '54350.000', '450.000', '54850.000', '54000.000', '54812.900', '403.762', '210.212', '130.000', '166.107', '54900.000', '64.000', '53150.000', '54100.000', '264.614', '182.271', '80.945', '300.000', '200.000', '53798.128', '54800.000', '238.800', '94.137', '53550.000', '54550.000', '53713.410', '30.000', '434.188', '53350.000', '54999.995', '50.000', '54500.000', '53840.195', '53876.974', '53589.588', '662.699', '0.000', '54750.000', '53950.000', '54950.000', '122.513', '33.774', '53450.000', '341.152', '712.468', '2.004', '341.557', '122.042', '159.062', '54400.000', '53763.578', '53128.000', '54150.000', '284.638', '53250.000', '100.000', '53300.001', '55050.000', '54715.000', '343.386', '53631.749', '54600.001', '54200.000', '53100.000', '54450.000', '54299.996', '41.930', '69.014', '250.000', '567.166', '54050.000', '90.000', '150.000', '80.400', '53400.000', '500.000', '53500.000', '54250.000', '18.000', '53693.640', '54650.000', '28.000', '413.617', '55100.000', '184.886', '636.389', '398.991', '214.431', '120.000'}\n",
      "{'1', 'tributary', 'river'}\n"
     ]
    }
   ],
   "source": [
    "# You can access some basic properties of the collection:\n",
    "print(xns.location_ids)\n",
    "print(xns.chainages)\n",
    "print(xns.topo_ids)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Reading and plotting cross sections"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "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>markers</th>\n",
       "      <th>marker_labels</th>\n",
       "      <th>x</th>\n",
       "      <th>z</th>\n",
       "      <th>resistance</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Left Levee Bank (1)</td>\n",
       "      <td>0.000</td>\n",
       "      <td>60.049</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>0.999</td>\n",
       "      <td>59.997</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>1.998</td>\n",
       "      <td>59.957</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>2.997</td>\n",
       "      <td>59.918</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>3.996</td>\n",
       "      <td>59.862</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  markers        marker_labels      x       z  resistance\n",
       "0       1  Left Levee Bank (1)  0.000  60.049        25.0\n",
       "1                               0.999  59.997        25.0\n",
       "2                               1.998  59.957        25.0\n",
       "3                               2.997  59.918        25.0\n",
       "4                               3.996  59.862        25.0"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Access the raw data of a cross section using the 'raw' attribute, which returns a Pandas DataFrame.\n",
    "df = xns[\"basin_left1\", \"481.451\", \"1\"].raw\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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wdnaukF+IJpOJnJwcXF1d76lYX1Ul/au+rNk3RVHIy8vj0qVLABaDK9Zm04QpMjKSrl27MmvWLIYPH86uXbtYunQpS5cuBcxDbZMnT2bmzJk0btxYLSvg7+/PkCFDAPNj/s899xxvv/02AQEBBAYGMn/+fACGDRsGQP/+/WnRogV/+ctfmDdvHikpKUyfPp2JEyeWOookhBAVxWg0qslS7dq1K+w+JpOJoqIiHB0da9wvXJD+VWfW7puTkxOAOihyu+m5e2HThKlTp06sXr2aqKgooqOjCQ4OZtGiRYwePVq9Ztq0aeTm5jJhwgQyMjLo1q0bGzZsUGswAcyfPx97e3v+8pe/kJ+fT2hoKL/++qtaz8nOzo4ffviB559/ni5duuDi4kJERATR0dGV3mchxP2t5Imdinh4RIj7VcmfJ4PBUDMTJoBBgwYxaNCgW57XaDRER0ffNrnR6XS8//77vP/++7e8JjAwkJ9++umeYhVCCGupaetShLClyvjzZPOESdyeyWTi7NmzZGdn4+bmRoMGDWrc8KwQQghR1clv3irs6NGjfPDBB3zxxRd8//33fPHFF3zwwQccPXrU1qEJIQRBQUEsWrSowtrfsmULGo3Gak8Tjh07Vl3/WlY7duygdevW6HS6cr9W1CySMFVRR48e5dtvv72pfkRWVhbffvutJE1CiEo3duxYZsyYUWn369q1KxcvXsTDw6PS7vlnU6ZMoV27diQmJvL5558zY8YM9antGy1dupRevXrh7u5+yyRPo9GQlJR0x3vm5OSwcOFCBgwYgL+/P/Xq1aNPnz58/PHHFBcX3/H1hw8fZujQoQQFBaHRaEpNamfPnk2nTp1wc3PDx8eHIUOGWDy1fvXqVV566SWaNm2Kk5MTDRo0YNKkSWRmZt723oqi8NZbb+Hn54eTkxN9+/blxIkTpV5bWFhIu3bt0Gg07N+/Xz2+ZcsWBg8ejJ+fHy4uLrRr147//ve/d+x3RZOEqQoymUxs2LBB/VlRwKBYflQbNmxQi3YKIURN5ODgcMvaOpXl1KlT9OnTh/r161OrVq1bXpeXl8eAAQN4/fXX7+l+e/fupUWLFvzvf/8jIiKCNWvW8MMPPxAREcHnn39Op06d1EfobxdLSEgIc+bMuWWtwa1btzJx4kR27txJTEwMBoOB/v37k5ubC8CFCxe4cOEC77//PocOHeLzzz9nw4YNFnu2lmbevHksXryYJUuWEB8fj4uLC+Hh4RQUFNx07auvvoq/v/9Nx2NjY2nTpg2rVq3iwIEDjBs3jqeffpoffvjhtveuaJIwVUFnz55VR5YUBTYXhfB1QTtSjK7qNVlZWWphTiGEsJXs7GyeeuopXFxcqFevHv/85z8tzi9cuJDWrVvj4uJCQEAAL7zwAjk5Oer5M2fO8Oijj+Lp6YmLiwstW7ZUH9D585Tc559/Tq1atfj5559p2bIl9evXZ+DAgVy8ePGuYjeZTMyePZvg4GCcnJxo27Yt3333HQBJSUloNBquXLnCM888g0aj4fPPP+edd97hjz/+QKPRqMcAJk+ezGuvvUbnzp3vKpaS9+Lhhx/mzTffZOvWrTz11FM8+OCDtG/fnoiICGJjY3n00UcZOHDgbfdH69SpE/Pnz2fkyJG3LJ2zYcMGxo4dS8uWLWnbti2ff/45Z8+eZe/evQC0atWKVatW8eijj9KwYUP69OnDe++9x7p16245yqUoCosWLWL69OkMHjyYNm3asHz5ci5cuMCaNWssro2JiSEmJqbUh7Vef/113n33Xbp27UrDhg15+eWXGTBgAN9//30Z38mKIQkT5j8YTz75ZJmu7du3L2PGjGHNmjWlZvljx47l0KFD9xRPdna2+v0RY13OmLwwomW7IYhiRWNxXa9evejevTs9evRg1KhRGI3Gct1rxowZt83aL126pBYJXbx4MUFBQRbv1TfffMPKlSvLdU8hhCVFUcgrKrb6V36R8Y7X3Ou2LPPnz6dt27b8/vvvvPbaa7z88ssWe4RptVoWL17M4cOH+eKLL/j111+ZNm2aen7ixIkUFhaybds2Dh48yNy5c3F1dS3tVoB59OT999/niy++4Mcff+TcuXNMnTr1rmKfPXs2y5cvZ8mSJRw+fJjIyEjGjBnD1q1bCQgI4OLFi7i7u7No0SIuXrzIiBEj+Nvf/kbLli25ePGiesxaXnvtNcaNG8f48eM5f/48I0aMwNfXl/DwcN59912ef/55oqOjcXFx4csvv7TafQF1qs3Ly+u217i7u99yO5PExERSUlLo27eveszDw4PQ0FDi4uLUY6mpqUyePJkvvviizOU1MjMzbxtbZZCn5Mrp8ccfJyoqirFjx9KoUSO1crg1ubm5AZBmcmaPoR4AdhjJVhz5vdifTrpki+vWr1+Pq6srEyZMIC4uTq14bg1LlixhzJgxAIwcOZJHHnmEV199VT0/dOhQHn/8cbVIqBCi/PINRlq89bNN7n0kOhxnh7L9KigZTblRWFgYr732GgBNmjRhx44d/P3vf6dfv36AeeSlRFBQEDNnzuS5557jX//6F2AeUR86dCitW7cGICQk5LYxGAwGlixZQnBwMFlZWUycOJF33323TPHfqLCwkFmzZvHLL7/QpUsX9d7bt2/n448/pmfPnup0oIeHhzq15erqir29/S2num7ndslpTk4OP/74I4mJiQCMGzcOvV7PTz/9xPHjx3nuuefU/VIjIiL4+eefGTduXLljKI3JZGLy5MmEhYXRqlWrUq9JS0vj3XffZcKECbdsp2Qz+9I2uy85pygK48aNY9y4cXTs2LFMMyXffvstu3fv5uOPPy5rlyqEJEy3sGfPHl555RWKi4sZPHiwOqry6aefUlRUxIYNGzh8+DC9e/dm3rx5t2xHURQmTZrEoUOHsLOz4/PPP2fnzp2cOnWKV199lZycHN58800efvhhPv/8c/79739jNBpp2aY9Oz37kH/xFPlbluKoFFDYsDeHQx8n2C6dkFr2NGjQwOJe2dnZ6sbAo0aNIjk5GaPRyFdffUWDBg3o0KEDXbt2Zffu3TzxxBMWic+ZM2eYMGECS5cuVbeUAfjll1+YPn06AD4+Pjft+mxvb4+zszOpqak3/SERQtR8JcnGjT/fuMj4l19+Yfbs2Rw7doysrCyKi4spKCggLy8PZ2dnJk2axPPPP8/GjRvp27cvQ4cOpU2bNre8n7OzMw0bNlTXcPr6+t5xTU9pTp48SV5enprYlSgqKqJ9+/blbu9eJSQkEBQURO3atcnNzeXXX3/lyJEjNG3alI4dO7JlyxZ1Gs7Pz4/09HSr3XvixIkcOnSI7du3l3o+KyuLRx55hBYtWtzzov9//OMf5OTkEBkZWabrN2/ezLhx4/jkk09o2bLlPd37XknCdAuvvfYa33//PZ6enjz66KPq46TPP/88U6dOJTExkalTp94yGy/x448/4unpyebNm4mPj2fOnDnMnz+fAQMG8Oqrr7Ju3To6derElStXWLFiBdu2bSM3N5dGD3TD8fGHyd76GeNHPk4tZwf+8eUailv1ZrsmiAn9W6r1mAYOHKjuy9O8eXPAnNg5OzuzevVqPv74Y9577z0yMjJ45ZVXqF+/Pm3btlUTppMnT/KPf/yDZcuW3bQAr6Cg4I51n4KDgzly5IgkTELcJSedHUeiw63apslkIjsrGzd3t9v+GXbSVUxVZDAvdxg0aBDPP/887733Hl5eXmzfvp3/+7//o6ioCGdnZ/76178SHh7Ojz/+yMaNG5k9ezYLFizgpZdeKrXNP2+kqtFo7mpasWQd1Y8//ki9evUsztliy6zi4mJ1i4/SqsG7urqqSdK+ffto1KiRVe774osv8sMPP7Bt2zbq169/0/ns7GwGDBiAm5sbq1evvu1GtiWjbqmpqRZ7uqWmpqpPFv7666/ExcXd9PuiY8eOjB49mi+++EI9tnXrVh599FH+/ve/8/TTT99LN61CEqZbOHDgAI8//jgA6enpnD9//q7aOXLkCKtXr2bbtm0oikJAQID6iGZCQgLff/89gwcP5vTp0+qI1eXsQq5eSae+Bkxpiaz+xvw4pbagELvsVNJdmrE1VUfra8l2yZTc4sWLWbBgAa+88grTpk3jwIED5Ofnq0mdp6enOnr0561lFi5cWOrTCkKIiqfRaMo8LVZWJpOJYgc7nB3sK7TY7c6dO2/6ueQfbnv37sVkMrFgwQI1hm+//famNgICAnjuued47rnniIqK4pNPPrllwmQtLVq0QK/Xc/bsWXr27Fnm1zk4OJR7rWhZhISEkJCQgMFgoFatWrRs2ZIFCxYwf/58EhMTWbFiBf369ePHH3/kn//8J7/++us93U9RFF566SVWr17Nli1bCA4OvumarKwswsPD0ev1rF271uL3RmmCg4Px9fVl06ZNaoKUlZVFfHy8xVrY6Oho9R/5KSkphIeH88033xAaGqq2tWXLFgYNGsTcuXNvOw1YmSRhuoWSpyU8PDwwGo0WT3WA+V85ZflD06xZM4YPH86bb74JXP+Xw4gRI1i6dCn5+fl4eXkRHBxMmzZtWPTZ1wz+Zyx++YVM6deENbtDWbhwofkvVGdn9mfo+NvKgyzedJIBrSx3Zfb09CQpKYn9+/eTkZHBtm3bWLVqFevWrQNuXTp+4cKFLFu2jAYNGtw0vO7o6IjJZLrtX7iJiYnqX5BCiPvLjh07mDdvHkOGDCEmJoaVK1fy448/AtCoUSMMBgP/+Mc/ePTRR9mxYwdLliyxeP3kyZMZOHAgTZo0IT09nc2bN1fK3ydubm5MnTqVyMhITCYT3bp1IzMzkx07duDu7k5ERESprwsKCiIxMZH9+/dTv3593Nzc0Ov1pKSkkJKSwsmTJwE4ePCgujtDWRYr16lThzZt2vDll18ybtw4/v3vf/PEE0/wr3/9C19fXx577DE++eQTDh8+zLfffnvb96ioqIgjR46o3ycnJ7N//35cXV3VkamJEyfy1Vdf8b///Q83Nzd1jZGHhwdOTk5kZWXRv39/8vLy+PLLL8nKylKf3vb29lb3a2vWrBmzZ8/m8ccfR6PRMHnyZGbOnEnjxo0JDg7mzTffxN/fX52ladCgAfXr1ycrKwt3d3d1GUnDhg3VEa7NmzczaNAgXn75ZYYOHarG5uDgYNuF34pQEhMTFR8fH+Whhx5SHnroIWX27NnKnj17lD59+ii9evVSwsPDlZSUFAVQ5s+fryiKoqxatUrp1auXMnPmTIu2IiIilM6dO6ttnT9/Xnn55ZeVXr16Kb1791Y+/fRTRVEUpaioSPH29lY+/PBDZc2aNUpRUZGy5JPPFI/g1oq+QWulSZ9hSrHRdFMcubm5ytjP4pXAV39Qhn0Uq/Ts2VPp1q2b0rNnT6V79+7K6dOnlZycHKVbt25K3759lRdffFGJiIhQFEVRHnjgATXOku/ffvttZd26dUpmZqbSt29fZd++fRb9mTFjhrJ9+3ZFURTl66+/VsLCwtT3ymg0KgaDQXnkkUdu+d4WFRWp/auJanL/anLfFMV2/cvPz1eOHDmi5OfnV+h9jEajkp6erhiNxgq7R2BgoPLOO+8ow4YNU5ydnRVfX1/lgw8+sLhm4cKFip+fn+Lk5KSEh4cry5cvVwAlPT1dURRFefHFF5WGDRsqer1e8fb2Vv7yl78oaWlpiqIoyubNmy2uXbZsmeLh4WHRv1WrVill/VUWERGhDB48WP3ZZDIpixYtUpo2barodDrF29tbCQ8PV7Zu3ape4+HhoSxbtkz9uaCgQBk6dKhSq1YtBVDPvf322wpw09eNr72THTt2KF5eXsrevXsVo9GoXL16VTl37pxiMBiU7Oxs9X24k8TExFJj6dmzp3pNaedvjLfkvS/tKzEx0aKdG/toMpmUN998U6lbt66i1+uVhx56SDl+/LhFfDf+v1kS6++//66ej4iIuGP8f3a7P1eZmZkKoGRmZpbp/bsVSZjKyFpv+J+V/KWdl1+gjPl0pxL46g9K19mblLTsglu+Jjk9T2k6/Scl8NUflF+OpFg1nj9LTU1VnnvuuVueX7FihfLNN9/c8rz80q2+anLfFEUSpuqupvbv888/Vzw8PJTp06cre/fuVYqLixWDwaDs2LFDGTRokLJw4UJbh3jPKuKzq4yESeowVRFzf07gtxNpOOns+OTpjtR2vfWiQ/9aToztap5vnv/zcUyme6ujcjs+Pj589NFHtzw/YsQIhg8fXmH3F0KI+0lERATbtm3jyJEjdO/eHUdHR/R6PWPGjKFbt25MnDjR1iHet2QNUxWw85KGr0+Za1EsHN6WFv7ud3zNcz1D+G/8GY6lZLPuwAUGt6t3x9cIIURNdruCl+vXr6d79+6VGM3da9OmDStXruTq1avk5+fj5OREnTp1bB3WfU8SJhvbeyadb0+bB/om923MwNZ+d3iFWS1nB57tEcL7GxNYGJPAw6390NnJgKEQ4v514wauf/bn0gHVgb29PfXq1avQpxxF2UnCZEMXMvKZ+PUfGBUN4S18mNSncblePy4smM9jkzhzJY+Ve84zKrTBnV8khBA1lLVqEwlRGklbbcjdSUf7AA/8nRXmPtEKrbZ8O3K76O2Z2Nv8F8QHmxIoMFi/NogQQgghJGGyKVe9Pf98qh0TWxhx0d/dYN+o0AbUq+VEalYh/4k7Y+UIhRAVpWRrDyHEvauMP08yJWdjWq0G11tXmr8jvb0dL/dtzLTvDvCvLScZ+WAAbo730KAQokI5ODig1Wq5cOEC3t7eODg43LKo7L0wmUwUFRWVaXuj6kj6V31Zs2+KolBUVMTly5fRarU4ODhYKcqbScJUAzzRvh4fbz3Fqcu5fPpbIpH9mtg6JCHELWi1WoKDg7l48SIXLlyosPsoiqI+YVURCZmtSf+qr4rom7OzMw0aNKjQ5FISphrA3k7L3/o35YX/7uPT304T0TUIL5eKy7KFEPfGwcGBBg0aUFxcXCH7koF5G6Zt27bRo0eP226YWl1J/6ova/fNzs4Oe3v7Ck8sJWGqIQa28qV1PQ8OJmfyr80nmT6oha1DEkLchkajQafTVdgvQzs7O4qLi3F0dKxxv3BB+ledVde+1ayJ0fuYRqNhanhTAJbvPMPFzHwbRySEEELUHJIw1SA9GtfhwWAviopNLN50wtbhCCGEEDWGJEw1iEajYdq1UaZv95wnMS3XxhEJIYQQNYMkTDVMxyAv+jTzwWhSWBiTYOtwhBBCiBpBEqYaaGp/8yjTuj8ucORClo2jEUIIIao/SZhqoBb+7jza1h+A9zcet3E0QgghRPUnCVMNNaVfE+y0Gn49dok9SVdtHY4QQghRrUnCVEMF13FheMf6AMz7+TiKotg4IiGEEKL6koSpBpv0UGMc7LXsSrzKthNptg5HCCGEqLYkYarB/DyceLpzIADzfz4mo0xCCCHEXZKEqYZ7oXcjXBzsOJScxfpDKbYORwghhKiWJGGq4bxcHPhr9xAAFmw8TrHRZOOIhBBCiOpHEqb7wF+7B+PprOPU5Vy+/z3Z1uEIIYQQ1Y4kTPcBN0cdL/RqBMAHv5ygsNho44iEEEKI6sXmCVNycjJjxoyhdu3aODk50bp1a/bs2aOeVxSFt956Cz8/P5ycnOjbty8nTlhuLBsUFIRGo7H4mjNnjsU13377Le3atcPZ2ZnAwEDmz59fKf2rKv7SJRBfd0eSM/L5Kv6srcMRQgghqhWbJkzp6emEhYWh0+lYv349R44cYcGCBXh6eqrXzJs3j8WLF7NkyRLi4+NxcXEhPDycgoICi7aio6O5ePGi+vXSSy+p59avX8/o0aN57rnnOHToEP/617/4+9//zocfflhpfbU1R50dkx5qDMA/N58kt7DYxhEJIYQQ1Ye9LW8+d+5cAgICWLZsmXosODhY/V5RFBYtWsT06dMZPHgwAMuXL6du3bqsWbOGkSNHqte6ubnh6+tb6n3+85//MGTIEJ577jkAQkJCiIqKYu7cuUycOBGNRlMR3atyhnWsz9Jtp0i6kseyHYm82KexrUMSQgghqgWbJkxr164lPDycYcOGsXXrVurVq8cLL7zA+PHjAUhMTCQlJYW+ffuqr/Hw8CA0NJS4uDiLhGnOnDm8++67NGjQgFGjRhEZGYm9vbl7hYWFODs7W9zbycmJ8+fPc+bMGYKCgm6KrbCwkMLCQvXnrCzzJrYGgwGDwWC196CkLWu2eTuT+jRkysqDfLztNCMeqEctZ12F3q+y+1fZanL/anLfQPpX3Un/qq/K7pu17qNRbFjN0NHREYApU6YwbNgwdu/ezcsvv8ySJUuIiIggNjaWsLAwLly4gJ+fn/q64cOHo9Fo+OabbwBYuHAhHTp0wMvLi9jYWKKiohg3bhwLFy4EYOnSpURGRrJ27Vp69+7NyZMnGTx4MMeOHSM2NpYuXbrcFNuMGTN45513bjr+1Vdf3ZR8VScmBeYfsONCnoa+/iYeDZQyA0IIIWquvLw8Ro0aRWZmJu7u7nfdjk0TJgcHBzp27EhsbKx6bNKkSezevZu4uLgyJ0x/9tlnn/Hss8+Sk5ODXq9HURRee+01Fi9ejMFgwN3dnZdffpkZM2awc+dOQkNDb2qjtBGmgIAA0tLS7ukN/zODwUBMTAz9+vVDp6vY0Z4Svx6/zLNf/o6jTsumyO74uOkr7F626F9lqsn9q8l9A+lfdSf9q74qu29ZWVnUqVPnnhMmm07J+fn50aJFC4tjzZs3Z9WqVQDqmqTU1FSLhCk1NZV27drdst3Q0FCKi4tJSkqiadOmaDQa5s6dy6xZs0hJScHb25tNmzYB5vVMpdHr9ej1NycSOp2uQj7gimq3NP1b+tGhQSL7zmbw8W9JRA9uVeH3rMz+2UJN7l9N7htI/6o76V/1VVl9s9Y9bPqUXFhYGMePH7c4lpCQQGCgef+z4OBgfH191eQGzJlifHx8qdNoJfbv349Wq8XHx8fiuJ2dHfXq1cPBwYGvv/6aLl264O3tbcUeVQ8ajYZpA5oB8PWus5y7mmfjiIQQQoiqzaYjTJGRkXTt2pVZs2YxfPhwdu3axdKlS1m6dClg/sU+efJkZs6cSePGjQkODubNN9/E39+fIUOGABAXF0d8fDy9e/fGzc2NuLg4IiMjGTNmjFqeIC0tje+++45evXpRUFDAsmXLWLlyJVu3brVV122uc0htujeuw28n0vj7LwksHN7O1iEJIYQQVZZNR5g6derE6tWr+frrr2nVqhXvvvsuixYtYvTo0eo106ZN46WXXmLChAl06tSJnJwcNmzYoC4Y1+v1rFixgp49e9KyZUvee+89IiMj1aSrxBdffEHHjh0JCwvj8OHDbNmyhQcffLBS+1vVTAs3jzKt/j2ZU5dzbByNEEIIUXXZdIQJYNCgQQwaNOiW5zUaDdHR0URHR5d6vkOHDuzcufO296hTpw5xcXH3FGdN1Lq+B51DvNh5+ip7kq7S0NvV1iEJIYQQVZLNt0YRttXIx5wknbuab+NIhBBCiKpLEqb7XH1Pc02pc+my8FsIIYS4FUmY7nMBJQmTPCknhBBC3JIkTPe5AC8nAM6ly5ScEEIIcSuSMN3nSkaYLmcXUmAw2jgaIYQQomqShOk+V8tZh6ve/LDkeVnHJIQQQpRKEqb7nEajob6nTMsJIYQQtyMJkyDAyzwtd14WfgshhBClkoRJyAiTEEIIcQeSMAkpLSCEEELcgSRMQp2Sk+KVQgghROkkYRLXazHJ9ihCCCFEqSRhEuqUXGa+gawCg42jEUIIIaoeSZgELnp7vFwcAFnHJIQQQpRGEiYBQICnTMsJIYQQtyIJkwCgfkktJln4LYQQQtxEEiYBXK/FdF5qMQkhhBA3kYRJAFKLSQghhLgdSZgEILWYhBBCiNuRhEkAlou+FUWxcTRCCCFE1SIJkwCgnqcTGg3kG4xcyS2ydThCCCFElSIJkwBAb29HXTdHQNYxCSGEEH8mCZNQqVukyJNyQgghhAVJmISqvqfUYhJCCCFKIwmTUEm1byGEEKJ0kjAJlVT7FkIIIUonCZNQSfFKIYQQonSSMAlVyaLv5Ix8jCapxSSEEEKUkIRJqPw8nLDXajAYFVKzCmwdjhBCCFFlSMIkVHZaDf61ShZ+y7ScEEIIUUISJmFBajEJIYQQN5OESVioX0sWfgshhBB/JgmTsFAywnReRpiEEEIIlSRMwkLAtVpM56QWkxBCCKGShElYULdHkSk5IYQQQiUJk7BQsj1KSlYBBqPJxtEIIYQQVYMkTMJCHVc9DnZaTApSi0kIIYS4xuYJU3JyMmPGjKF27do4OTnRunVr9uzZo55XFIW33noLPz8/nJyc6Nu3LydOnLBoIygoCI1GY/E1Z84ci2t+/vlnOnfujJubG97e3gwdOpSkpKTK6GK1otVq8KvlCMCFDEmYhBBClI3JZCIpKYmDBw+SlJSEyVSzZinsbXnz9PR0wsLC6N27N+vXr8fb25sTJ07g6empXjNv3jwWL17MF198QXBwMG+++Sbh4eEcOXIER0dH9bro6GjGjx+v/uzm5qZ+n5iYyODBg5kyZQr//e9/yczMJDIykieeeIJ9+/ZVTmerEX8PJ85cySM5Iw/wsnU4QgghqrijR4+yYcMGsrKy1GPu7u4MGDCA5s2b2zAy67FpwjR37lwCAgJYtmyZeiw4OFj9XlEUFi1axPTp0xk8eDAAy5cvp27duqxZs4aRI0eq17q5ueHr61vqffbu3YvRaGTmzJloteZBtalTpzJ48GAMBgM6na4iuldtlVT7lhEmIYQQd3L06FG+/fbbm45nZWXx7bffMnz48BqRNNl0Sm7t2rV07NiRYcOG4ePjQ/v27fnkk0/U84mJiaSkpNC3b1/1mIeHB6GhocTFxVm0NWfOHGrXrk379u2ZP38+xcXF6rkHHngArVbLsmXLMBqNZGZm8p///Ie+fftKslSKep7XN+EVQgghbsVkMrFhw4bbXrNhw4YaMT1n0xGm06dP89FHHzFlyhRef/11du/ezaRJk3BwcCAiIoKUlBQA6tata/G6unXrqucAJk2aRIcOHfDy8iI2NpaoqCguXrzIwoULAfOo1caNGxk+fDjPPvssRqORLl268NNPP90ytsLCQgoLC9WfS4YZDQYDBoPBau9BSVvWbPNe+bqZk8jzV3PvOa6q2D9rqsn9q8l9A+lfdSf9qxrOnj1LTk4ORRod543unCv2IF/RUVubh7ddHt7aXDTZOSQmJtKgQQOg8vtmrftoFEVRrNLSXXBwcKBjx47ExsaqxyZNmsTu3buJi4sjNjaWsLAwLly4gJ+fn3rN8OHD0Wg0fPPNN6W2+9lnn/Hss8+Sk5ODXq8nJSWFHj16MGTIEJ566imys7N56623sLe3JyYmBo1Gc1MbM2bM4J133rnp+FdffYWzs7MVel91HcvQ8NFRO3ydFKLaGW0djhBC3NdSU1N55ZVXCAgIoLCwkFGjRtGhQwf27dtHUVERnTt3LvV1H3zwAUOGDCEwMNCirQsXLtC+fXuLaw8ePMiePXsYN25cmWIyKnAuBxIyNRzJ0JKUDQo3/y4FcLFXCK9voqff9XRj06ZNfPfdd3h5eVFcXMzzzz9PUFBQme5d0o/PP/+cV1999ZbXfPjhh4wdO5Zz584RFRVFWFgYnp6erFixAmdnZ0aOHMmKFStKzQFKY9MRJj8/P1q0aGFxrHnz5qxatQpAXZOUmppqkTClpqbSrl27W7YbGhpKcXExSUlJNG3alH/+8594eHgwb9489Zovv/ySgIAA4uPjS/2fLSoqiilTpqg/Z2VlERAQQP/+/XF3d7+r/pbGYDAQExNDv379qsz0YPO0XD46uoNsoz0DB/Yv8/9MpamK/bOmmty/mtw3kP5Vd/dT/5KTk3nooYf45ptvOH/+PMOGDWP69Ok8/PDDt21j1apVdO/enVatWqnHtm7dyrFjx256rYuLC1evXr1lm0aTwtGL2cQlXiE+MZ09Z9LJLbT8B7WXNo8AuyzcNYWkmZy4bHLhqsmJ3GItGy/oeG9sH+zttBgMBjZt2sTUqVN56aWXiIuL4/PPP+eFF14o8/uTlJTEhg0bbhlvUlISQUFBDB8+nCtXrhAVFcVPP/3EwoULWb16NWPGjKFr165s3LiR8PDwMt3TpglTWFgYx48ftziWkJCgZsPBwcH4+vqyadMmNUHKysoiPj6e559//pbt7t+/H61Wi4+PDwB5eXnqYu8SdnZ2ALecV9Xr9ej1+puO63S6CvnDWVHt3o0GdcxPGOYWGckrhlrO9x5XVepfRajJ/avJfQPpX3V3v/RPq9Wi0+nIzc1Vj3/++efk5OTw4osvMmvWLNatW0enTp3Yvn07+/btQ6vV8vHHH3Pq1ClcXFxYvXo1n3zyCbGxsezbt4/vv/8eLy/zk9D29vbqPUos+2Y1c2bPIjO3CIe2D6MJ7kzq11H4jpkPQOb6v9N35LMoaafZu+bfXDUWoffzo8OAAQSaDKz9YS2m7BzS7OtgGvQKh1Ny6Rh0/clrOzs7dDodeXl51KpVC51Ox3/+8x/+/e9/k5WVRWRkJH/5y1+YMWMGp06d4sqVK+Tm5rJhwwb1PbGzs2PixIl06dKFp59+Wm17/fr1ajJ946xQfn4+TZs2BaBfv3784x//KHPCZNNF35GRkezcuZNZs2Zx8uRJvvrqK5YuXcrEiRMB0Gg0TJ48mZkzZ7J27VoOHjzI008/jb+/P0OGDAEgLi6ORYsW8ccff3D69Gn++9//EhkZyZgxY9TyBI888gi7d+8mOjqaEydOsG/fPsaNG0dgYOBNw5ICHHV21HZxAGThtxBCVAVbt26lW7dudO7cmVmzZlmcS0lJ4eeffyY2NpYXX3yR9PR09VzXrl2JiYlBr9dz8OBBnn/+eUaMGMGWLVvUZKk0H/56guf/9gYF/d5A//i7XNr5P9wcdQQ2bExEU1g1viOtPIpYGTWMnMObeWzQQMaNG0dxcTHJycns27eP4OBgxo2NoEPPAWTv38DWhMuW9/jwQ3r06MHYsWMZNWoUAEOHDmXLli3s2LGDv//97+q1jRs35qeffqJz587ExMQAYDQa+etf/0qvXr0skiWAY8eOERISYnGsW7dubNmyhUaNGgEQEhLCkSNHyvoR2DZh6tSpE6tXr+brr7+mVatWvPvuuyxatIjRo0er10ybNo2XXnqJCRMm0KlTJ3JyctiwYYNag0mv17NixQp69uxJy5Ytee+994iMjGTp0qVqG3369OGrr75izZo1tG/fngEDBqDX69mwYQNOTk6V3u/qoORJOSktIIQQttezZ0+2b9/OJ598wubNmy3OJSUl0aZNGzQaDU2aNMHV1VU9VzIoEBAQYJFI3U5qVgEL1+3BcDWZ/P9F47DxPeo5m9jwXDv++eZLGE7s4OyBWB65Nh124cIF4uLi+M9//kNycjJZWVlcvnyZ33//nR9//JFLu9djys9iy3HLhOnFF19k27Zt/PHHH0yYMAEwF5nu1asXAwYM4OTJk7ftR3x8PCkpKYwYMaJM/dq+fTtDhw7l448/LtP1f2bTKTmAQYMGMWjQoFue12g0REdHEx0dXer5Dh06sHPnzjveZ+TIkRZ1m8Tt+Xs4ceB8JhdkhEkIIaqMp556ioULFzJ16lT1WFBQEIcOHUJRFE6ePElOTo567sY1qIqioNPpMBpv/zDPvzafxOjgiqd/EOcOxqHX69WahX6+dXnrrbdITExk9uzZADRt2pT333+fgIAAzpw5Q0ZGBmvWrCEkJISIiAguZRfQKfpnDiZncjm7kFqOlmM1bm5uXL16FYCZM2eybds2NBqNxQjRn/sB5tGz7t2787e//Y0FCxZYtNm0aVNOnz5Nx44dLZ549/DwUH8+ffp0uepD2XxrFFE1lRSvlCk5IYSoWsaNG2dRs9DX15d+/frRpUsXFi1adNupttatW7N3716GDRtGRkaGxbmVK1fSvVcf5k/+C7mHfuWNN96gf//+9O7dW535sbOzo0OHDpw7d059qm3u3Lk899xzPPTQQ4wfP57atWsTFRXFpk2b6NOnDyMHP4xPlnm98rYbpuU+/PBDevXqRc+ePdWn0p944gm6d+/OpEmTLHb9uJWXX36Z2rVr89Zbb1kcf+yxx9i0aRMAv/zyC2BenrNx40b+7//+D4CYmBi1KHaZKKJMMjMzFUDJzMy0artFRUXKmjVrlKKiIqu2e68+2XZKCXz1B+WF/+69p3aqav+spSb3ryb3TVGkf9Wd9O/m6xVFUY4fP64MHDjwru/7xuoDSuCrPyjDl8QqJpPprtv5s3kbjiqBr/6gvPTVvkr77J555hklPT291N/fJpNJGT58uGI0Gsvcns2n5ETVVF9dwyQjTEIIUdW9/fbb7Nixg/z8fP71r3/dVRvJGfl8s/scAJH9mtxTSZk/69XUh39uPsW2E5cxmiqn/OO///1vAIv97UrcrpbjrUjCJEqlTsmlS8IkhBBV3Z+fnLsbH/56EoNRoWvD2nQOqW2FqK5rH1ALN0d7MvIMHEjOtGrblUXWMIlSlSRMl7ILKSyWat9CCFGTnbuax8o910eXrM3eTkv3xnUA2JaQZvX2K4MkTKJUtV0c0Nub//dIzSy8w9VCCCGqsw9/PUmxSaF74zp0Crr1ovF70auJuZj0tpOSMIkaRKPRUE+elBNCiBrvfHoe3+07D8DkvtYfXSrRs6k3AAeTs8ip2nsKl0oSJnFLUlpACCFqvh0n0zCaFB4I9OSBwDs/yn+36ro70tzPHUUxb/Je3UjCJG6pZIRJnpQTQoiaa/858yLsipqKu1HPJuZRpiOSMImaxF8SJiGEqPH+OJcBQLsAjwq/V69r03LHMjSYKqm8gLVIwiRuyb+Web8+mZITQoiaKb/IyPHUbADaBtSq8Ps9EOiJi96O3GINhy7cXB+pKpOESdxSyQa8kjAJIUTNdPhCJkaTQl13PX4eFb8Zvc5OS9drNZ52nLpS4fezJkmYxC3duIZJUarX0KkQQog7239tOq5t/VqVds8Hg80Ly/eezai0e1qDJEzilnw9zFNyBQYTV3OLbByNEEIIa1MTpkqYjivxQAPzvX4/m1Gt1jFJwiRuSW9vh4+bHoALGQU2jkYIIYS1/XE+A4B2lZgwNfd1w0GrkFVQzIlLOZV233slCZO4LanFJIQQNdOVnELOXTX/3d66fsU/IVfC3k5LkJt5ZGl30tVKu++9koRJ3JbUYhJCiJrpwHlz/aWG3i64O+oq9d7Bbub/7pGESdQU8qScEELUTL/bYP1SiRB1hCm90u99tyRhErflf23ht4wwCSFEzVJSsLK9DRKmIDcFrcb8j/GLmdXj94skTOK2pNq3EELUPIqiqAu+bTHC5GgHzf3M83J7qskokyRM4rZkSk4IIWqes1fzyMgz4GCnpZmvu01i6NDAXI+puqxjkoRJ3FbJou+0nCIKDEYbRyOEEMIaSuovtfB3x8HeNqlAx2v1mPackREmUQN4OOlwdrAD4GKm1GISQoia4I9z5ifkKrP+0p91CDTf++jFLLILDDaLo6wkYRK3pdFo1FGm5HSZlhNCiJpg/znzqE7bgMqrv/Rnvu6OBHg5YVLMVb+rOkmYxB3Jwm8hhKg5DEYThy5kAZW7h1xpOgZ6AdVjHZMkTOKOShKm8+l5No5ECCHEvTqekk1RsQl3R3uC67jYNJaOQdcWfleDdUySMIk7CqrtDEDiFUmYhBCiurtxw12NRmPTWDoFmUeYfj+bgcFosmksdyIJk7ijEG9XAE5frj6bJAohhChdScFKWy74LtHI2xV3R3vyDUaOXJsmrKokYRJ3FOJtHrJNTMtFURQbRyOEEOJelOwh18bG65cAtFoNHa+NMlX1jXglYRJ31MDLGXuthrwiIylZUlpACCGqK4PRxOk082xBC3/bFKz8s5J1THur+DomSZjEHenstDS4to7p9OVcG0cjhBDibp27mofBqOCks8PP3dHW4QDX1zHtTkqv0rMYkjCJMgmpY17HdErWMQkhRLV16to/ekO8XdBqbbvgu0Treh442GlJyynkfBWu92dv6wBE9dDQ24VfjsoIkxBCVGcl/+hteO1hnqrAUWfHl38NpbGPK54uDrYO55YkYRJlUrLwW0aYhBCi+jp1qeolTAAPBnvZOoQ7kik5USYN1dICMsIkhBDVlTrC5GPbgpXVkSRMokxKajElZ+STX2S0cTRCCCHKS1GU62uY6lStEabqQBImUSZeLg7UctYB5npMQgghqperuUVk5hvQaLD5lijVkSRMosxCrv0BK6nhIYQQovooGV2qV8sJJwc7G0dT/dg8YUpOTmbMmDHUrl0bJycnWrduzZ49e9TziqLw1ltv4efnh5OTE3379uXEiRMWbQQFBaHRaCy+5syZo56fMWPGTec1Gg0uLpJhl0eIrGMSQohqqyo+IVed2DRhSk9PJywsDJ1Ox/r16zly5AgLFizA09NTvWbevHksXryYJUuWEB8fj4uLC+Hh4RQUWFacjo6O5uLFi+rXSy+9pJ6bOnWqxbmLFy/SokULhg0bVml9rQlK/pDJk3JCCFH9VNUn5KoLm5YVmDt3LgEBASxbtkw9FhwcrH6vKAqLFi1i+vTpDB48GIDly5dTt25d1qxZw8iRI9Vr3dzc8PX1LfU+rq6uuLpe/x/kjz/+4MiRIyxZssTaXarRSkoLyAiTEEJUP/KE3L2xacK0du1awsPDGTZsGFu3bqVevXq88MILjB8/HoDExERSUlLo27ev+hoPDw9CQ0OJi4uzSJjmzJnDu+++S4MGDRg1ahSRkZHY25fevU8//ZQmTZrQvXv3W8ZWWFhIYWGh+nNWlnkXZYPBgMFguKd+36ikLWu2WVEa1NIDcPpyDkVFRWg0d64SW536dzdqcv9qct9A+lfdSf/K7+S1EaZAT0ebvm+V/dlZ6z4axYYbtzg6mvexmTJlCsOGDWP37t28/PLLLFmyhIiICGJjYwkLC+PChQv4+fmprxs+fDgajYZvvvkGgIULF9KhQwe8vLyIjY0lKiqKcePGsXDhwpvuWVBQgL+/P6+99hrTpk27ZWwzZszgnXfeuen4V199hbOz8712vVoqNsEr8XaY0BD9QDEeVbcgqxBCiBsYrv39raDh3QeKcb+P/v7Oy8tj1KhRZGZm4u5+9xsOlylhWrx4cbkbHjduHG5ubre9xsHBgY4dOxIbG6semzRpErt37yYuLq7MCdOfffbZZzz77LPk5OSg1+stzn399dc8/fTTnD9/nrp1694yttJGmAICAkhLS7unN/zPDAYDMTEx9OvXD51OZ7V2K0q/RdtJupLH8nEP0CWk9h2vr279K6+a3L+a3DeQ/lV30r/yOZ6SzaB/xuHuaM+e13uXaYagolT2Z5eVlUWdOnXuOWEq05Tc5MmTqV+/PnZ2ZXsM8dy5cwwaNOiOCZOfnx8tWrSwONa8eXNWrVoFoK5JSk1NtUiYUlNTadeu3S3bDQ0Npbi4mKSkJJo2bWpx7tNPP2XQoEG3TZYA9Hr9TckWgE6nq5APuKLatbaG3q4kXcnjTHohPcoRb3Xp392qyf2ryX0D6V91J/0rmzPp5gGAhj6uODhUjeGlyvrsrHWPMq9h2rNnDz4+PmW69k6JUomwsDCOHz9ucSwhIYHAwEDAvADc19eXTZs2qQlSVlYW8fHxPP/887dsd//+/Wi12pviTUxMZPPmzaxdu7ZM8YmbhXi7sOmYeR2TEEKI6kFKCty7MiVMb7/9tsVTZnfy+uuv4+V15430IiMj6dq1K7NmzWL48OHs2rWLpUuXsnTpUgA0Gg2TJ09m5syZNG7cmODgYN588038/f0ZMmQIAHFxccTHx9O7d2/c3NyIi4sjMjKSMWPGWJQnAPNUnZ+fHwMHDixzX4QlqcUkhBDVjyRM967MCVN5REVFlem6Tp06sXr1aqKiooiOjiY4OJhFixYxevRo9Zpp06aRm5vLhAkTyMjIoFu3bmzYsEFdMK7X61mxYgUzZsygsLCQ4OBgIiMjmTJlisW9TCYTn3/+OWPHji3z1KK4WUm1b6nFJIQQ1cf1hElKCtytcpcVyM/PR1EU9UmxM2fOsHr1alq0aEH//v3LHcCgQYMYNGjQLc9rNBqio6OJjo4u9XyHDh3YuXPnHe+j1Wo5d+5cueMTlhr6XN+Et8BgxFEnyacQQlRlJpPCqUvmWYGSv8NF+ZW70vfgwYNZvnw5ABkZGYSGhrJgwQIGDx7MRx99ZPUARdVS28UBd0d7FAWSrsi0nBBCVHUpWQXkG4zYazU08Lo/y+JYQ7kTpn379qkFH7/77jvq1q3LmTNnWL58+V2VHxDVi0ajkXVMQghRjZRMxzWo7YzOzuZbyFZb5X7n8vLy1KfgNm7cyBNPPIFWq6Vz586cOXPG6gGKquf6FimyjkkIIao62UPOOsqdMDVq1Ig1a9Zw7tw5fv75Z3Xd0qVLl6xa0FFUXdc34ZURJiGEqOpOp11bvyQJ0z0pd8L01ltvMXXqVIKCgggNDaVLly6AebSpffv2Vg9QVD0NZYRJCCGqDXlCzjrK/ZTck08+Sbdu3bh48SJt27ZVjz/00EM8/vjjVg1OVE03rmFSFMWmJfaFEELcnjwhZx3lGmEyGAzY29uTlpZG+/bt0Wqvv/zBBx+kWbNmVg9QVD2BtZ3RaiC7sJjL2YV3foEQQgibyCksJiWrAICGdSRhuhflSph0Oh0NGjTAaDRWVDyiGtDb2xFw7dHUkzItJ4QQVVbJ0ok6rno8nGvunnuVodxrmN544w1ef/11rl69WhHxiGqiUcnC70uSMAkhRFUl65esp9xrmD788ENOnjyJv78/gYGBuLhYfgj79u2zWnCi6mrk48qmY5c4KQmTEEJUWYeTswBoXFem4+5VuROmkk1vxf2tZPGgTMkJIUTVtftMOgAdA71sHEn1V+6Eqbwb8YqaqVFJwiQjTEIIUSXlFRVzODkTgI5BnjaOpvq7qxrpGRkZfPrpp0RFRalrmfbt20dycrJVgxNVV0nClJpVSFaBwcbRCCGE+LPfz2ZQbFLw93CkvqfsIXevyj3CdODAAfr27YuHhwdJSUmMHz8eLy8vvv/+e86ePatuzCtqNndHHT5uei5lF3LqUg7tG8i/XoQQoirZnWQe0OgYJNNx1lDuEaYpU6YwduxYTpw4gaOjo3r84YcfZtu2bVYNTlRtskWKEEJUXSUJU6dgSZisodwJ0+7du3n22WdvOl6vXj1SUlKsEpSoHmQdkxBCVE0Go4nfz2YA0EnWL1lFuRMmvV5PVlbWTccTEhLw9va2SlCiepCESQghqqYjF7LIKzLi4aSjiY+brcOpEcqdMD322GNER0djMJgX+mo0Gs6ePcurr77K0KFDrR6gqLpKEqZTUlpACCGqFHX9UqAnWq3s92kN5U6YFixYQE5ODj4+PuTn59OzZ08aNWqEm5sb7733XkXEKKqokoTpzJVcCotluxwhhKgqZMG39ZX7KTkPDw9iYmLYsWMHf/zxBzk5OXTo0IG+fftWRHyiCvNx0+Omtye7sJiktDya+sqwrxBC2JqiKOxJMhesfDBY1i9ZS7kTpuXLlzNixAjCwsIICwtTjxcVFbFixQqefvppqwYoqi6NRkNDH1f2n8vg5KUcSZiEEKIKOJ2Wy5XcIhzstbSq52HrcGqMck/JjRs3jszMzJuOZ2dnM27cOKsEJaoPWfgthBBVy+5E83Rcu4Ba6O3tbBxNzVHuhElRFDSamxeQnT9/Hg8PyWTvNyW1mGRPOSGEqBp2l0zHyfolqyrzlFz79u3RaDRoNBoeeugh7O2vv9RoNJKYmMiAAQMqJEhRdalPyskIkxBCVAnXF3zL+iVrKnPCNGTIEAD2799PeHg4rq6u6jkHBweCgoKkrMB9qCRhOp2Wg8mkyOOrQghhQ6lZBZy9modWAw8ESsJkTWVOmN5++20AgoKCGDFihMW2KOL+FeDphIOdlgKDieSMfAK8ZINHIYSwlZLRpWa+7rg56mwcTc1S7jVMERERFBQU8OmnnxIVFcXVq+YPZ9++fSQnJ1s9QFG12dtpCa7jAsjCbyGEsLXr5QRk/ZK1lTthOnDgAE2aNGHu3Lm8//77ZGRkAPD9998TFRVl7fhENSBPygkhRNWwK1HWL1WUcidMkZGRjB07lhMnTlhMyz388MNs27bNqsGJ6qGhJExCCGFzWQUGjqaY93qVJ+Ssr9yFK/fs2cPSpUtvOl6vXj1SUlKsEpSoXtQRJiktIIQQNrPvTDqKAoG1nfFxl3XG1lbuESa9Xk9WVtZNxxMSEvD29rZKUKJ6aeR9fYRJURQbRyOEEPen6xvuyuhSRSh3wvTYY48RHR2NwWAAzNtjnD17lldffVXKCtynQrxd0GggM99AWk6RrcMRQoj70m7ZP65ClTthWrBgATk5Ofj4+JCfn0/Pnj1p1KgRbm5uvPfeexURo6jiHHV21Pd0AuCUTMsJIUSlKyw2sv9cBgAdZf1ShSj3GiYPDw9iYmLYvn07Bw4cICcnhw4dOtC3b9+KiE9UE428XTl3NZ+Tl3LoHFLb1uEIIcR95VByJkXFJuq4OhByrdSLsK5yJ0wlunXrRrdu3awZi6jGGvm4svn4ZXlSTgghbGBXonk6rmOgV6n7vYp7d1cJ0+7du9m8eTOXLl3CZDJZnFu4cKFVAhPVi7qnnEzJCSFEpZP94ypeuROmWbNmMX36dJo2bUrdunUtMlnJau9fsgmvEELYhsmksOdawiQVvitOuRd9f/DBB3z22WccPXqULVu2sHnzZvXr119/LXcAycnJjBkzhtq1a+Pk5ETr1q3Zs2ePel5RFN566y38/PxwcnKib9++nDhxwqKNoKAgNBqNxdecOXMsrlEUhffff58mTZqg1+upV6+eLFK3oobXSgtcyCwgt7DYxtEIIcT9I+FSNlkFxTg72NHCz93W4dRY5R5h0mq1hIWFWeXm6enphIWF0bt3b9avX4+3tzcnTpzA0/P6kOK8efNYvHgxX3zxBcHBwbz55puEh4dz5MgRi0rj0dHRjB8/Xv3Zzc3N4l4vv/wyGzdu5P3336d169ZcvXpV3QdP3Ltazg7UcXUgLaeIU5dzaFO/lq1DEkKI+0JJOYEODTyxtyv3OIgoo3InTJGRkfzzn/9k0aJF93zzuXPnEhAQwLJly9RjwcHB6veKorBo0SKmT5/O4MGDAVi+fDl169ZlzZo1jBw5Ur3Wzc0NX1/fUu9z9OhRPvroIw4dOkTTpk1vuo+wjhBvV9JyrkrCJIQQlWjn6SsAdJJyAhWq3AnT1KlTeeSRR2jYsCEtWrRAp9NZnP/+++/L3NbatWsJDw9n2LBhbN26lXr16vHCCy+oI0WJiYmkpKRYlCzw8PAgNDSUuLg4i4Rpzpw5vPvuuzRo0IBRo0YRGRmJvb25e+vWrSMkJIQffviBAQMGoCgKffv2Zd68eXh5lf4/WGFhIYWFherPJdXNDQaDWrTTGkrasmabthJSx5ldiVdJuJiFoZVlv2pC/0pTk/tXk/sG0r/qTvpnpigKO09dS5gCParF+1HZn5217lPuhGnSpEls3ryZ3r17U7t27Xta6H369Gk++ugjpkyZwuuvv87u3buZNGkSDg4OREREqHvT1a1b1+J1devWtdi3btKkSXTo0AEvLy9iY2OJiori4sWL6hN7p0+f5syZM6xcuZLly5djNBqJjIzkySefvOW6q9mzZ/POO+/cdHzjxo04OzvfdZ9vJSYmxuptVrbCyxrAjh2HTtHMYLnOrCb073Zqcv9qct9A+lfd3e/9S8mDK7n26DQKFw/F8dORSgrMCirrs8vLy7NKOxqlnJt/ubm5sWLFCh555JF7vrmDgwMdO3YkNjZWPTZp0iR2795NXFwcsbGxhIWFceHCBfz8/NRrhg8fjkaj4Ztvvim13c8++4xnn32WnJwc9Ho9EyZM4JNPPuH48eM0adIEgH379vHAAw9w7NgxdZruRqWNMAUEBJCWloa7u/UW1RkMBmJiYujXr99No3XVzW8n0nhm+T4aeruwYZJ5nVtN6l9panL/anLfQPpX3Un/zP676xwz1h2lS4gXy8d1rMQI715lf3ZZWVnUqVOHzMzMe/r9Xe4RJi8vLxo2bHjXN7yRn58fLVq0sDjWvHlzVq1aBaCuSUpNTbVImFJTU2nXrt0t2w0NDaW4uJikpCSaNm2Kn58f9vb2arJUch+As2fPlpow6fV69Hr9Tcd1Ol2FfMAV1W5laupfC4CzV/NAa4fuhsWHNaF/t1OT+1eT+wbSv+rufu/f7qQMALo2rFPt3ofK+uysdY9yL6efMWMGb7/9tlWGuMLCwjh+/LjFsYSEBAIDAwHzwmxfX182bdqkns/KyiI+Pp4uXbrcst39+/ej1Wrx8fFR71NcXMypU6cs7gOo9xL3zs/dESedHQajYk6ahBBCVBhFUdQF350bypZUFa3cI0yLFy/m1KlT1K1bl6CgoJsyt3379pW5rcjISLp27cqsWbMYPnw4u3btYunSpSxduhQwF8KcPHkyM2fOpHHjxmpZAX9/f4YMGQJAXFwc8fHx9O7dGzc3N+Li4oiMjGTMmDFqeYK+ffvSoUMHnnnmGRYtWoTJZGLixIn069fPYtRJ3ButVkNDHxcOJWdx6lKOWptJCCGE9Z28lMOV3CIcdVra1PewdTg1XrkTppJExRo6derE6tWriYqKIjo6muDgYBYtWsTo0aPVa6ZNm0Zubi4TJkwgIyODbt26sWHDBrUGk16vZ8WKFcyYMYPCwkKCg4OJjIxkypQpahtarZZ169bx0ksv0aNHD1xcXBg4cCALFiywWl+EWUNvVw4lZ3Hycg79bR2MEELUYCWjSw8EeqK3t7NxNDVfuROmt99+26oBDBo0iEGDBt3yvEajITo6mujo6FLPd+jQgZ07d97xPv7+/uraKFFxGl0bVZJNeIUQomLFXUuYuoTIdFxlkJKgwqoaqpvw5to4EiGEqLnM65fMu1V0loSpUpQpYfLy8iItLa3MjTZo0IAzZ87cdVCi+rpxE95yVqwQQghRRicu5XBVXb9Uy9bh3BfKNCWXkZHB+vXr8fAo26KyK1euYDQa7ykwUT0F1nZGq4GcwmIuZRfi5STz6kIIYW0l65c6BnrhYC+TRZWhzGuYIiIiKjIOUUPo7e0IrO1CYlouJy/l8GCgPLkhhBDWFndtO5QuUk6g0pQpYTKZTBUdh6hBGnq7kpiWy6nLkjAJIYS1mUwK8Ykl65dkw93KIuN4wuoa+rgA8qScEEJUhJL1S046O1rXq2XrcO4bkjAJqyspLXDqsiRMQghhbXGnzA9hdQzylPVLlUjeaWF1JaUFZIRJCCGsT8oJ2IYkTMLqSrZESc0qJLug2MbRCCFEzWFev3Rt/zhJmCqVJEzC6jycdHi76QE4nSYFLIUQwloSLmWTnmfASWcn+8dVsnInTH369OGdd9656Xh6ejp9+vSxSlCi+pN1TEIIYX0l5QQ6Bnmis5Mxj8pU7nd7y5YtfPjhhwwZMoTc3OujB0VFRWzdutWqwYnqq+RJudOX82wciRBC1BwlBSul/lLlu6v09JdffiElJYXOnTuTlJRk5ZBETSAjTEIIYV2W9ZckYapsd5Uw+fn5sXXrVlq3bk2nTp3YsmWLlcMS1V3Jk3KyhkkIIazjeGo2GXkGnB3saF1P1i9VtnInTBqNBgC9Xs9XX33Fyy+/zIABA/jXv/5l9eBE9VWyCe+Zq/kUS6F4IYS4Z9fXL3nJ+iUbKPNeciX+vAP99OnTad68uew1Jyz4ujvi4mBHbpGRtAJbRyOEENWfun5JpuNsotwJU2JiIt7e3hbHhg4dSrNmzdizZ4/VAhPVm0ajoaGPKwfOZ5Kar7F1OEIIUa3J/nG2V+6EKTAwsNTjLVu2pGXLlvcckKg5GnmXJEy2jkQIIaq3YynZZOYbcHGwo5WsX7IJmQQVFaZk4XeKjDAJIcQ9iTst65dsTd51UWFKFn7LlJwQQtwbqb9ke5IwiQpTkjBdyjfPvwshhCg/k0lhl9RfsjlJmESFCfRyRmenocik4WKWPConhBB348jFrOvrl/zdbR3OfUsSJlFh7O20BHo5A3DqshSwFEKIu1EyHdcp2At7Wb9kM/LOiwrV0Nu8p5wkTEIIcXd2npbpuKpAEiZRoRrKnnJCCHHXjCaFXYlSsLIqkIRJVCgZYRJCiLt3LCWbrIJiXPX2tJT1SzYlCZOoUJIwCSHE3TuYnAVAu4Basn7JxuTdFxUqpI4LGhTS8wxcySm0dThCCFGtHL5oTpikurftScIkKpSTgx2eevP3Jy/JOiYhhCiPwxfMCVNrSZhsThImUeHqOpmLVp6Uhd9CCFFmRpN5DRNAq3qyfsnWJGESFa6uk/m/J1IlYRJCiLJKyQeDUcHN0Z4G12raCduRhElUON9rI0xSWkAIIcruXK55H86W/u5oNLInp61JwiQqnDolJ2uYhBCizM5fS5ha+cv6papAEiZR4Uqm5C5mFpBTWGzbYIQQoppQEyZZ8F0lSMIkKpyLDmq7OABwSkaZhBDijowmheRr5eskYaoaJGESlaKkgKVMywkhxJ2dTsulyKTB2cGO4Doutg5HIAmTqCRqwiQLv4UQ4o6OXKu/1NzXDTutLPiuCmyeMCUnJzNmzBhq166Nk5MTrVu3Zs+ePep5RVF466238PPzw8nJib59+3LixAmLNoKCgtBoNBZfc+bMUc8nJSXddF6j0bBz585K6+f9TkaYhBCi7A5fNNdfaiH7x1UZ9ra8eXp6OmFhYfTu3Zv169fj7e3NiRMn8PT0VK+ZN28eixcv5osvviA4OJg333yT8PBwjhw5gqOjo3pddHQ048ePV392c3O76X6//PILLVu2VH+uXVt2fq4sDb1dAVnDJIQQZVFS4bul382/y4Rt2DRhmjt3LgEBASxbtkw9FhwcrH6vKAqLFi1i+vTpDB48GIDly5dTt25d1qxZw8iRI9Vr3dzc8PX1ve39ateufcdrRMUoGWE6czWPomITDvY2H9wUQogqyWRSOHJthKmljDBVGTb9rbV27Vo6duzIsGHD8PHxoX379nzyySfq+cTERFJSUujbt696zMPDg9DQUOLi4izamjNnDrVr16Z9+/bMnz+f4uKbH19/7LHH8PHxoVu3bqxdu7biOiZu4uuux1Vvj9GkkHQl19bhCCFElXX2ah45hcXYaxT1H5vC9mw6wnT69Gk++ugjpkyZwuuvv87u3buZNGkSDg4OREREkJKSAkDdunUtXle3bl31HMCkSZPo0KEDXl5exMbGEhUVxcWLF1m4cCEArq6uLFiwgLCwMLRaLatWrWLIkCGsWbOGxx57rNTYCgsLKSwsVH/OyjIPjxoMBgwGg9Xeg5K2rNlmVVLSr+LiYkLqOHMgOYtjFzII9nK8wyurh5r8+dXkvoH0r7qryf374+xVAOq5ACZjjetjZX921rqPRlEUxSot3QUHBwc6duxIbGysemzSpEns3r2buLg4YmNjCQsL48KFC/j5+anXDB8+HI1GwzfffFNqu5999hnPPvssOTk56PX6Uq95+umnSUxM5Lfffiv1/IwZM3jnnXduOv7VV1/h7Cx7+tyNL09q2X1Zy8MBRsLr2+x/OyGEqNLWntGy6YKWsLomhoeYbB1OtZeXl8eoUaPIzMzE3f3upzhtOsLk5+dHixYtLI41b96cVatWAajrjVJTUy0SptTUVNq1a3fLdkNDQykuLiYpKYmmTZve8pqYmJhbthEVFcWUKVPUn7OysggICKB///739Ib/mcFgICYmhn79+qHT6azWblVxY//OuZ5nd8wJtLXq8fDDbWwdmlXU5M+vJvcNpH/VXU3u3zef7wGuUt9FqZH9q+zPrmSG6F7ZNGEKCwvj+PHjFscSEhIIDAwEzAvAfX192bRpk5ogZWVlER8fz/PPP3/Ldvfv349Wq8XHx+e219yYhP2ZXq8vdXRKp9NVyAdcUe1WFTqdjqZ+5mq1p9Pyalxfa/LnV5P7BtK/6q6m9U9Rri/4DnBRalz/blRZfbPWPWyaMEVGRtK1a1dmzZrF8OHD2bVrF0uXLmXp0qUAaDQaJk+ezMyZM2ncuLFaVsDf358hQ4YAEBcXR3x8PL1798bNzY24uDgiIyMZM2aMWp7giy++wMHBgfbt2wPw/fff89lnn/Hpp5/apN/3q0Y+5tICp9NyMJkUtFKMTQghLCRn5JORZ8Beq8FPVn9UKTZNmDp16sTq1auJiooiOjqa4OBgFi1axOjRo9Vrpk2bRm5uLhMmTCAjI4Nu3bqxYcMGtQaTXq9nxYoVzJgxg8LCQoKDg4mMjLSYTgN49913OXPmDPb29jRr1oxvvvmGJ598slL7e78L8HTCwU5LgcFEckY+AV7yt4EQQtzoULJ5+qixjyv22nQbRyNuZNOECWDQoEEMGjToluc1Gg3R0dFER0eXer5Dhw53rNgdERFBRETEPcUp7p29nZagOs4kpOZw6nKOJExCCPEnhy9kAtCqnjsgCVNVItUDRaVSK35fllpMQgjxZ4eSzQmTVPiueiRhEpWqJGGSPeWEEMKSoigcvDYlJ3vIVT2SMIlKVbLw+9RlSZiEEOJGl7ILScspRKuBZnVlhKmqkYRJVKqSEabTkjAJIYSFkum4Rj6uODnY2Tga8WeSMIlKFXJtX6S0nCIy8opsHI0QQlQdJU/ItfL3sHEkojSSMIlK5aK3x9/DXBJCpuWEEOK6Q+oTcpIwVUWSMIlK19BHFn4LIcSfHU6WhKkqk4RJVDopLSCEEJau5BRyIbMAkCfkqipJmESlKxlhOiUjTEIIAcChC+b1SyF1XHDV27ymtCiFJEyi0jW8tvD7pKxhEkII4IaClTIdV2VJwiQqXaNrU3LnruZRYDDaOBohhLA9dUsUmY6rsiRhEpXO202Pm6M9JgXOXMmzdThCCGFzakkBGWGqsiRhEpVOo9HIFilCCHFNZp6Bs1fN/3iUGkxVlyRMwiZkixQhhDA7fNE8HRfg5YSHs87G0YhbkYRJ2MT10gKSMAkh7m+HpcJ3tSAJk7AJ9Uk5mZITQtzn9p1NB2T9UlUnCZOwiZIpudOXczGZFBtHI4QQtlFsNLH9ZBoAXRrWtnE04nYkYRI2EeDljM5OQ77ByMWsAluHI4QQNrH/XAbZBcXUctbRtn4tW4cjbkMSJmETOjstgbVlWk4IcX/bcvwyAN0be2On1dg4GnE7kjAJmykpYClbpAgh7ldbE8wJU68m3jaORNyJJEzCZhr6mEeY5Ek5IcT9KC2nkIPXtkTp3qSOjaMRdyIJk7AZKV4phLifbbs2utTS3x0fN0cbRyPuRBImYTPXi1fm2jgSIYSofOp0XFOZjqsOJGESNhNybYQpLaeQzDyDjaMRQojKYzQp6ghTzyY+No5GlIUkTMJmXPX2+Lqbh6FPyjomIcR95GByJul5Btwc7enQoJatwxFlIAmTsCnZU04IcT/aeq2cQLdGdbC3k1/F1YF8SsKmSrZIkdICQoj7yZaESwD0lHIC1YYkTMKmGsrCbyHEfSY9t4g/zmUA0FMWfFcbkjAJmwqpc21PuTQZYRJC3B9+O5mGSYGmdd3w83CydTiijCRhEjYVcm1K7uyVPAxGk42jEUKIileyfklGl6oXSZiETfm6O+LsYEexSeHs1TxbhyOEEBXKZFJkO5RqShImYVNarYbgOuZRptOyjkkIUcMduZhFWk4hzg52PBDkaetwRDlIwiRsrqSApZQWEELUdCWjS10b1kFvb2fjaER5SMIkbK6ktMBpSZiEEDWcrF+qviRhEjZXMsIkU3JCiJosq8DA3rPpgKxfqo4kYRI2F3JtDZNMyQkharLYk2kYTQoh3i4EeDnbOhxRTpIwCZsrKS2QnmcgPbfIxtEIIUTF2FIyHSejS9WSJEzC5pwd7PH3MG/CKwUshRA1kaLcUE6gqY+NoxF3w+YJU3JyMmPGjKF27do4OTnRunVr9uzZo55XFIW33noLPz8/nJyc6Nu3LydOnLBoIygoCI1GY/E1Z86cUu938uRJ3NzcqFWrVkV2S5ST+qTcJVnHJISoeRJSc7iYWYDeXktosJetwxF3waYJU3p6OmFhYeh0OtavX8+RI0dYsGABnp7Xa1PMmzePxYsXs2TJEuLj43FxcSE8PJyCggKLtqKjo7l48aL69dJLL910P4PBwFNPPUX37t0rvG+ifNRNeGWESQhRA229ttlu55DaOOqknEB1ZG/Lm8+dO5eAgACWLVumHgsODla/VxSFRYsWMX36dAYPHgzA8uXLqVu3LmvWrGHkyJHqtW5ubvj6+t72ftOnT6dZs2Y89NBDxMbGWrk34l7Ik3JCiJrs+nScrF+qrmyaMK1du5bw8HCGDRvG1q1bqVevHi+88ALjx48HIDExkZSUFPr27au+xsPDg9DQUOLi4iwSpjlz5vDuu+/SoEEDRo0aRWRkJPb217v366+/snLlSvbv38/3339/x9gKCwspLCxUf87KygLMo1QGg+Ge+16ipC1rtlmVlLV/DTzNa5hOXcquVu9FTf78anLfQPpX3VWn/uUWFrMr8SoAYSGeZYq5OvWvvCq7b9a6j00TptOnT/PRRx8xZcoUXn/9dXbv3s2kSZNwcHAgIiKClJQUAOrWrWvxurp166rnACZNmkSHDh3w8vIiNjaWqKgoLl68yMKFCwG4cuUKY8eO5csvv8Td3b1Msc2ePZt33nnnpuMbN27E2dn6j4PGxMRYvc2q5E79Sy8EsCfpSi7rfvgJO5uvriufmvz51eS+gfSvuqsO/Tt0VYPBaEdtvcKR+K0c1ZT9tdWhf3ersvqWl2edfUptmjCZTCY6duzIrFmzAGjfvj2HDh1iyZIlRERElLmdKVOmqN+3adMGBwcHnn32WWbPno1er2f8+PGMGjWKHj16lLnNqKgoi3azsrIICAigf//+ZU66ysJgMBATE0O/fv3Q6XRWa7eqKGv/TCaFuQc3kW8w0apzT3V/uaquJn9+NblvIP2r7qpT/3atOwqcY0DbBjzySPMyvaY69a+8KrtvJTNE98qmCZOfnx8tWrSwONa8eXNWrVoFoK5JSk1Nxc/PT70mNTWVdu3a3bLd0NBQiouLSUpKomnTpvz666+sXbuW999/HzCvjTKZTNjb27N06VKeeeaZm9rQ6/Xo9fqbjut0ugr5gCuq3aqiLP0LruPKkYtZnEkvpIlfrcoJzEpq8udXk/sG0r/qrqr3T1EUtp1MA6B3s7rljrWq9+9eVFbfrHUPm058hIWFcfz4cYtjCQkJBAYGAuYF4L6+vmzatEk9n5WVRXx8PF26dLllu/v370er1eLjY651ERcXx/79+9Wv6Oho3Nzc2L9/P48//ngF9EzcjYY+JQu/5Uk5IUTNkJiWy7mr+TjYaenSsLatwxH3wKYjTJGRkXTt2pVZs2YxfPhwdu3axdKlS1m6dCkAGo2GyZMnM3PmTBo3bkxwcDBvvvkm/v7+DBkyBDAnQ/Hx8fTu3Rs3Nzfi4uKIjIxkzJgxanmC5s0th0D37NmDVqulVatWldpfcXslW6TIk3JCiJqipLp3p2BPXPQ2/ZUr7pFNP71OnTqxevVqoqKiiI6OJjg4mEWLFjF69Gj1mmnTppGbm8uECRPIyMigW7dubNiwAUdH81NVer2eFStWMGPGDAoLCwkODiYyMtJi/ZGoHkq2SJE95YQQNUVJOQHZDqX6s3m6O2jQIAYNGnTL8xqNhujoaKKjo0s936FDB3bu3Fmue44dO5axY8eW6zWi4jUsqcWUJiNMQojqr8BgZOfpK4Bsh1ITVLOHt0VNVjLCdDW3SDbhFUJUeztPX6Gw2ISfhyONr63RFNWXJEyiynB2sMdPNuEVQtQQN07HaTTlKL4kqiRJmESVUjItd0oWfgshqrmtx2U7lJpEEiZRpZRMy8mTckKI6uzslTxOp+Vir9XQtVEdW4cjrEASJlGllJQWkCflhBDV2dYT5tGlDoGeuDvWzMKT9xtJmESVIsUrhRA1wdbjlwApJ1CTSMIkqpSQa2uYzlzJw2A02TgaIYQov8JiI7GnzOUEJGGqOSRhElWKn7sjrnp7ik0Ke5LSbR2OEEKU256kdPKKjHi76Wnpb73N2oVtScIkqhStVsPgdv4A/Hv7aRtHI4QQ5VdSTqBHYyknUJPYvNK3EH/2f92C+WrXWX45eolTl3PUUgPWpigK6XkGkq7kkplvIKegmNzCYnJKvgqKyS0qJvva8cJiEwajCYNRodhkni5sW88D5ywNvYqK8aihO4oLIcpHygnUTJIwiSonxNuVh5rV5Zejqfx7eyKzHm9tlXZTMgv4+XAK+89lkJiWS2KaOVG6F4eSswA7Pp+1mdDg2rQN8EBvb4e9nQYHOy32Wg12Wg1arQatRoOdxvyzXqdFb2+H3l6L3l5LC3933ORJGiGqvQsZ+RxPzUargW5STqBGkYRJVEnjuwfzy9FUVu09z9/6NaG2q/6u2jl3NY8Nh1L46dBFfj+bUeo1fh6O1HZ1wMXBHle9Pa6O9rjo7XHTm//reu1Lr9OakyA7LTo7DflFRn47cYkNf5zjaiFsP5nG9pNpdxWnl4sDS8Y8wIPBXnf1eiFE1bDt2nRc24BaeLo42DgaYU2SMIkq6cFgL9rU9+DA+Uy+3HmWl/s2LvNrU7MKWPfHBdYduMgf5zIsznUM9KRnE28a+bgS7O1CoJcLTg52dx1n32Z1eFCbRPMHe7L9dDpnruSap+yMJopNCkVGEyaTgtGkYFLM/y02KRQVmyi89nU5u5C0nEJGf7qTmUNaMaJTg7uORwhhW1tKpuOayGa7NY0kTKJK0mg0/F+3YF5esZ//7Ezi2Z4hOOpundhcySnk58OprP0jmfjEqyiK+bhWA6HBtRnY2pfwlr7UdXesgFjNFcqb+te6q9fnFxmZuvIPfjx4kVdXHSQhNYeogc2wt5NnMoSoTgxGEzuujTL3lPVLNY4kTKLKeri1H3PXH+NCZgFrfk9m5IOWIy/puUX8fDiFHw9eJPbUFYwmRT33QKAnj7X1Z2BrX3zcrJ8kWZOTgx0fjmpP402uLPrlBP/ensjJSzl8OKq9rGsSohr5/WwG2YXFeDrraF3Pw9bhCCuThElUWTo7LePCgnnvp6N8uj2REZ0CyCksZuPhVNYduMD2E2kU35AktarnziOt/RnUxo8AL2cbRl5+Go2GyX2b0NjHjb+t3M/WhMv87ds/+PgvD8hjyUJUE1uuVffu0cQbO638ua1pJGESVdqIBwP4YNMJTl7K4alPdvL72QwKi69XAG/h584jbfx4pLUfQdf2oavOHmnjh6+HIyOXxrHxSCor95xneKcAW4clhCiDkvpLUt27ZpKESVRp7o46RnYK4NPtiew8fRUwrxd6rK0/j7b1r7AaTbb0QKAnU/o1Ze6GY7yz7jCdQ2rToHb1GjET4n5zKbuAwxeyAPMIk6h5JGESVd7E3o24nFOIr4cjj7X1p4Wfe42fpprQI4TNxy6xK+kqkd/u55sJnav8IvBio/mpP0ed3V1NRyiKoj45WFhspKjYRLFRUYuFGk0KjjotTg52OOnscHawx1GnrfH/L4jqYVuCebF363oe1LnLMiiiapOESVR5ni4OfDCyva3DqFR2Wg0Lhrdl4Ae/sfdMOku2nuLFPmUvrXC3TCYTZ8+eJTs7G2fn66Na20+ksfr3ZLIKDGoF9JL/5hcZyTcYMRivrydz0tmZa1k52uNgpzWXVFAUTCYFk2JOrgwmczJUkhTdONVaVjo7Dd6uerzdrn+5Oepw1Nnh7GD+8nDS0dzPnYberne9ruRKTiFLtp7iwPlMmvm60TagFm0DahFc2wWtrFURyHTc/UASJiGqqAAvZ6IHt2TKt3+w6JcT9GjiTZv6tSrsfkePHmXDhg1kZZmnFbRaLS1ateGVr+JYczS7XG3lG8xJVFpO4V3H42BfUihUg85Oi51GQ0Gxkfwio5pcGYwKFzILuJBZcMf2nHR2tPB3p3U9Dxp6u+DlbE9iNpxLz8Pf07XUshXZBQY++S2Rf/92mtwiIwDxiVch7gwAbo72tK1fi9BgLyLCgnC/T55qNJkUPt52mouZ+RbFXc3fm5NllxuPOdjjorer8qOkd8toUvjthGyHUtNJwiREFfZ4+3psOnqJHw9eZPI3+/nhpW44O1j/j+3Ro0f59ttvLY5lmvT8/ZAd53PNydLwjvVpG1DrT78c7W+YIrNDb29HvsFITsH1PfmKik1otajbwmg0GnR2Guy15orpumtJkaOuZKsYO3R2mttOtRlNCvkGI5n5Bi5nF1p85RYVk1dUTF6RkQKDkcvZhRy5kEVukZG9Z9LZeyb9hpbsWXRoOwBBtZ1pVc+D1te+jlzM4p+bT5KeZ94+p3U9D0Z0CiAxLZc/zmVwMDmT7IJitcL7F3FJvDqgGUM71K/xo05bEi4xd8Oxcr/OUadV/98pqazvor8+GuniYJlouejtLP5fu/F7O5Q737CS/HE+g4w8A+6O9rQLqGXrcEQFkYRJiCpMo9Hw3uOt2HPmKqcv5/L2/w4zf1hbq97DZDKxYcMG9WdFgZPG2uw0NKAYDXqK6e+RypwnBqLV3nmEwMnBDq8K3hLCTqtRf4HWq+V0x+uNJoXEtFwOJmdwKDmL8+l5XMoq4OylDHKMdhQWm0i6kkfSlTx+OHDR4rUh3i5M7d+Uga18LZI4g9FEQmo2v5/N4LPtiZxOy+WV7w7w1a6zvDu4Fa1qcB2edX+Y36MHg71o6e9+w6bVRnILr29ibf7eSJHRPCJYYDBRYCgiLafonmOw02pw0Ngx+/BW3Bx1NyRadpajW6WMfjX0dsW/DP/flFXJZrvdG3vX2FE0IQmTEFVeLWcHFo1oz+hPd7Jy73nCGtVhSPt6Vmv/7Nmz6jQcwP5iP/YXm9tv5G6io+EoTkWFnD17lqCgIKvdtzLZaTU08nGlkY8rj19bDmcwGPjpp58YOLA/OQY4fCGTA+czOZScycHkTBzstDzbM4ShHeqX+ktQZ6elpb8HLf09GN4xgGU7Elm86QS/n81gxMdxbH6lV5Uvmno3CgxGYo6kAvDqgKY8EHjn/Q8Li43kXkumciwSKuMNyVbxn85fS76Krp0vuJaAXZsaNZoU8tGQn1VISlb5pn6dHezYGNmD+p7Wefp0i6xfui9IwiSElSQlJdGpUydatmxJbm4u7777LgMGDGDDhg3k5+fz+OOPl/q6sWPHMnXqVFq1amXRVkJCAv379wegS8PavNSnMXOXreL/XviMtuuWE3yHulP5RUa2HL+Eu5OOrg1rW4yOmEwmYmNjeeyxx2jQoAEZGRn07NmTzMxM4vPOoe/wOG11KYxtUYdDBw2YTJCdXbZ1TFu2bOEvf/kLDRs2JD8/nzlz5tC7d+8yvbZEx44d2bNnzy3PR0VF8cwzz6DT6dT3HGDlypXUqVOHkSNHsmLFijI9QafRaPBy0dG9sTfdG9/dLzwHey3P9mzIkPb1iPhsF8dSslm9L5lneza8q/aqsi3HL5FTWEy9Wk60D/As02v09ubpWmuMPJpMCnkGIxk5+fwU8ysdO4dRYOT6wwi3GOXKvvb9mSu5pOUU8f7Px1lkhYdJruYWceB8BiDlBGo6SZiEsKKePXvy3Xffcf78eR5//HEGDBjAgAEDyt1OUlISGzduVBMmgEkPNWbtenf2nVR46et9rHq+K3p7y4XKiqJwMDmTFbvPsW7/BbILiwFoUteVv3YLYXB7f06fSGDDhg2cOXMGX19fi0Tu999/x6DYoQea2V9Gq6mjnnNzcytz/CNGjOD999/nwoULPP300+VOmG4nNzeX48eP07hxY5KSktT3/EZdu3Zl48aNhIeHW+2+ZVHX3ZGxXYN47fuDfLvnHBN6hNS4sgfrrk1ZDmrjZ5O1Wtpr07F6rSN1ncxry3S6si+2P3g+k0c/3M6a/Rf4v24htK5/b1Onv524jKJAM183fD1q3oiiuE4mW4WoABkZGSjXdgD+/PPP+fDDDwGYNWsWXbp0YdKkSXTo0EG9/sMPP6Rfv34MGTIERVH46KOP+Oabb+jVqxdXr5oLdtppNbzUpzF6nZZDyVnM/sm86HbZ8i9p0fYBApu3o9PzCxn0900smvoM2YXF5G38gLyd35CQmsPTQx+m83sxvPHf37iUmVtq3MVoMWH+Jfh73FZeffVVPv30U7KysigoKGDChAkA9OjRg+XLl1NYWHjbhDArKwt3d3cAYmJi6NmzJ506dWLOnDnqezN06FAeffRROnXqxMWLluuHZs6cyXvvvWdxbNOmTXTu3Fn9eceOHXTv3p3XX39dfc/79evHmjVrbhlXRXqkjR9OOjtOXc5l39kMm8RQUXILi9l01DwdN6iNv42juTut63swuJ059lk/HVX/n7lbJeuXZLPdmk8SJiGsaOvWrXTr1o3OnTsza9Ysi3MpKSn8/PPPxMbG8uKLL5Kefv1pra5duxITE4Ner+fgwYM8//zzjBgxgi1btuDldX2NiJerg/rY8uexSfRfsJnnpr5Jbr/pKAPe4OD/luDo5ExtJw3/GdeRXo086VYnn+c7euBW25f0fCP7iuuxsqANvxvqkXTmDMuWLWPZsmXk5eVRpJhHrLQ5l0k4dpTZs2czdOhQ4uLiaNasGQkJCRQWFuLp6cmOHTvYvXs3nTp1uul9KEn2evbsybhx4wAICwtj69atxMfHs2rVKvLz8wHw8PBg3bp1PPPMM6xcuVJt44033sDJyYk33njDou1jx44REhICgJ+fHydPnmTbtm1cunSJ77//HoCQkBCOHDlydx/iPXJz1PFwaz8AVu45V+o1l7IL+PDXE+b9EI3lrz9lK78cTaXAYLr2RKG7rcO5a1P7N8XBTkvc6Stsvrb/290wmRS2nZD1S/cLSZiEsKKePXuyfft2PvnkEzZv3mxxLikpiTZt2qDRaGjSpAmurte3dWnf3ryWIiAgwCKRKk0DLxf+2i0YgKOJydi5e9PAx4OhnRvToI4bsdN6MmJADy4f3kFwcBCODjr88k4z+ck+9NCdxkuTRzF2nDLVxjGgFePGjWPcuHE4Oztj4FrClHURX19ftFotzzzzDAaD+dF6b29vfvjhBwYMGMDVq1fZtm0bPXr0uCnGkmTv9OnTvPHGGxQUFLB371769u1L7969SUpK4tKlS7fs+5kzZ/j555+ZNGnSbd8LvV6Pi4sLGo2GJ554gj/++OO211eW4R3rA7DujwvkFRVbnCsqNvHXL/bw/sYExvw7ns6zN/HmmkPEn76CyVR1HpUvzQ/qdJx/tZ5qDPByZmxYEACzfzp210nr4QtZpOUU4eJgR8cyLH4X1ZusYRLiHiQlJTF37lwefvhhi+NPPfUUCxcuZOrUqYB5im7ixIkkJyfTp08f/Pz8yMnJUa/XaDSMHTsWMK9D0ul0GI3GW9731YHNaOTjirNOy2tb5hIzqStFRUVsm6ehjrsz58+fZ/To0TRq1IjCwkKOHz9OYWEhjz32GCH6q5wx1SIGN4oUO0wKlCxFKRlhCgpuSOZRIyaTCb1eT61atQBzIvP000/TvHlzLl++TFJS0m2TGicnJwoLCyksLGTevHn069cPJycnMjMz1akQi0f1DQZGjx5NYGAgUVFRREREcOXKFVq3bs37779PfHy8xchRdna2urbqt99+o3nz5gCcPn1a/d4WHgz2Iqi2M0lX8vjpYApPPlBfPTf/52McOJ+Jm94eezsNaTlF/GfnGf6z8wx13fU83NqPJx+oT0v/qlWWIDPfoE4/Pdq2ek7H3Whir0Z8s/scJy7lsHLveZ56sEG529iaYE76uzaqg4O9jD/UdPIJC1FBxo0bxyeffALAyZMnGTNmDJMmTWLChAksWrTIYqrtz1q3bs3evXsZNmwYGRkZFudWrlzJwPD+fPr6M1z94xemvx5Fjx496N+/PzNnzgSgQYMGFBUV8dtvv/Gf//yH8+fPqyNaGg000GagxYSChmzl+r5XJSNMTZs04sknn+S1117j6aefVtcc1a1bF51Ox+7du+nSpQtXr161GCkrUTIl17lzZ8aNG4eHhwdDhw7lH//4B8uXL7/lAvLDhw+ryefQoUNp1KgRhw8fVpOr0NBQUlJSiI2NBWD79u088MADdO/eneTkZEaNGgWY10sNHjz4Np9OxdJoNAzrGADAtzdMy20+dolPfksEYMHwtux6oy9fPPMgwx6oj7ujPalZhSzbkcQji7fz2Ifb+W/8GbILDDbpw5/FHEmlyGiiSV1XmvqW/QGAqsrDWcdLfRoBsDAm4aaRwLLYclyqe99PJGESwkqCgoL47rvv2LNnD7179+brr7/G3t6exx57jJ07d/Kvf/2LgoIC7OzsOHz4sDr99Pnnn6slBaZOnUqvXr1wd3dn8+bN6PV6Bg8ezCOPPEJ6ejoJCQnMnj2bdevW8dtvv9GnTx/q1avHwIED2blzJwMHDgTA2dmZ//3vf9SqVYvQ0FBSU1NxdHTE3d2dgoICVnz9Fek/LgStHWnFOn755RfOnj1L7YatydiyDE+9hjp16hAeHs62bdt44IEHAKhduzbbt29Ho9EQFBTE3//+dwCmTJlCz549efDBB6lVqxbnzpmThG7duvHTTz/x4osvMnbsWGbOnMnYsWNZu3YtL7zwAu3atePFF18EYNCgQWg0Gvr166eWFDh+/DhLliyxGIVq06YN7u7unDhxgoEDB7J3715+++03li9fjr29PYqiEBsbW+lPyP3ZEx3qodXArsSrJKblkppVwN9WmqcMx3YNon9LX3R2Wno28Wb+sLbsmd6Pf0d05JE2fjjYaTlwPpM3Vh/iwfc28crKP9h75uo9L1C+F+v+uABU38XepflLl0ACvJy4nF3IJ9sSy/XazDwD+86a/wz3uMtyFKJ6kYRJCCt77bXX+P777/ntt9/YunUrBoOB1157jZdffpni4uv/iv3zViR/tnr1aurXr8/WrVsZOXIk//jHP+jevTu//fYb8fHx9OnTh99++43ffvut1HVEUVFR9OrVi2nTpqnH+vbty969e2ncuDGd/zINXZ0GHDp4mMDAQM6ePUt+5lX0Aa3JTT7Ojh07aNGixU3tjhs3jtDQUNasWUOvXr0A89NsW7du5eOPP2b+/PnqtUOGDGHbtm3s3buXzMxMAC5fvsxTTz3F/PnzadeunUXb58+fx8fHB4Bt27bRtm3bm0awQkJC6N27N40bl74ZsUaj4ZtvvilTVfKK5OfhpNblWbH7LJNX7OdqbhEt/Nx5bWCzm653sNfyUPO6/HNUB3a+/hDTH2lOIx9X8g1GVu49z9CP4uj/9218+ttprubee6Xs8riaW8SOk2mAuZxATaG3t2NauPmz+HjbKS5l33lPwhI7TqVhUqChtwsBXtYpgCmqNkmYhLCyAwcO8Pjjj9OrVy/Onj2rjraAuazAgAED+Prrr+nYseNt2zl58qT6BFqnTp04ceIEzZo14+jRo2zbto3XX3+d7du3s3PnTrp06XLT62fPns2WLVuYN2+eeqxZs2Z4enrSpEkTPLX56P2akHblKi1atMBoNHLx9DE8Oj/JxeO/c/r0afz8bv7luGzZMuLj45k3b56ajM2fP5/u3bszadIkLly4oF5bsqC7Xr166tTip59+Su/evdVik7fywQcfqKNP1dXwa9Nyn2w7TdzpKzg72PGPUe1L3ej3Rl4uDvy1ewgxkT1Y9XwXhj1QHyedHScu5TDzx6N0nrWJF7/ax/YTaZWyUHzDoRSKTQot/d0J8b55CrY6G9TGj7YBtcgrMrLolxNlft2Wa0/X9WrqU1GhiSpGFn0LYWVt27blu+++w8PDA6PRiFar5dChQ+r5Oy3oLtGoUSN27drF0KFD2b17N40bNzZXpfbyYseOHbz11lssXLiQwsJCnJ3L/i/cTp064eTkRPd2Pdi4ZTbu/o157bXXiImJIScrC/2DLTi2ZS5Ng+vfth1PT08uXbrElStXiImJYfv27ezdu5e//e1v6jU3TqWVTCdNmzaNnTt3snr16puqn9evX59Lly7h4+PDyZMnGT58OFevXuXy5cv07NmTRx99lNOnT/PEE0+Uub+29FBzHzyddeoGvu8ObkXDciQcGo2GBwK9eCDQizcfbcG6Py6wYtc5DiZn8sOBi/xw4CIBXk6M6BjA4Hb1cNHbU2w0YTApFBQWkZoPCanZKBo7jCaFYpMJg1HBaFIwGE0UG83Hik0KxUbzMaNJwWBSKFbPK6z5PRmoGYu9/0yj0fDGw80Z/nEc3+w+xzNhQTTyuf0aLUVR2Crbodx3JGES4h4dOXKEAQMGoNFo6Nu3L3PmzOGJJ55QnzBbvXq1xfUDBw5k8uTJ9O3b96YaQ+PHj8fFxbzlyWeffcb3339Pjx49cHV15csvvwTM64K2b98OgK+vb7kqcJfcY/To0aR//Q2GNIWizk+SW2SkdevWHN93AY3WDhcXJ7p161bq68eNG4eLiwuFhYV8+OGHeHp64uXlpS7yvhM7OzuWL1/OiBEjcHJysih8OXjwYGJiYhg9erRaImDLli388MMPPProo4B5Yfjs2bPL1Wdb0dvbMbxjAB9vO80T7esx9IHbJ6G34+6oY3RoIKNDAzmUnMk3u8+xZn8y567m8/7GBN7fmFDKq+xhf9zdd+BPHmldc6bjbvRgsBf9WtQl5kgqc9Yf49OIm2uL3ehYSjapWYU46rQ8GCzlBO4XGsWWqwirkaysLDw8PMjMzFQrF1tDyQagDz/8cLnK+1cX0r+qrfOsTaRkFbDq+S50aOBJ0+kbKDKa2P5qb+q66iq9b4WFhYwbN46vvvqq1PPx8fFs27aNV1555Z7vVVmfXWGxkd2J6XQO8bL6Tvb5RUbWH7rIil3n2JVkrgiv1YC9nRZ7rQbFWIyTowP2Wi06Oy32dhrstRrstde+v3advVaDzk6LnVaDzu6G81rzNTo7DZ2CvHiiw90nfNZm7c/v1OUc+v99G0aTwooJnekcUvuW1y7Zeoo564/Ru6k3y8Y9eM/3Lk11/7vldiq7b9b6/W3zEabk5GReffVV1q9fT15eHo0aNWLZsmXq+g5FUXj77bf55JNPyMjIICwsjI8++shiwWdQUBBnzpyxaHf27Nm89tprgPlJm+eee44jR46QmZmJv78/o0aN4u23365x/yMKUR7N/NxIySrg6MVsGnm7UXStgF8dVz1Q+RWo9Xr9LZMlMJcVCA0NrcSI7p3e3o5ujevc+cK74ORgxxMd6vNEh/oUG01oNRp1f7frv5R6y99zZdDQ25WnHgzgy51nmfXTUda8EHbLvfLU7VBkOu6+YtNF3+np6YSFhaHT6Vi/fj1HjhxhwYIFeHpe3wF73rx5LF68mCVLlhAfH4+Liwvh4eEUFFg+zRAdHc3FixfVr5deekk9p9PpePrpp9m4cSPHjx9n0aJFfPLJJ7z99tuV1lchqqJmvuZ/bR1LyeJyTiEAbnr7Oy5KFlWPvZ3WJpvh1iQvP9QEFwc7DpzPZN2BC6Vek1NYzJ4z5tE8WfB9f7HpCNPcuXMJCAhg2bJl6rHg4GD1e0VRWLRoEdOnT1eL0C1fvpy6deuyZs0aRo4cqV7r5uaGr69vqfcJCQlR954CCAwMZMuWLfz222/W7pIQ1UpzP/P6p2MXs0m7ljB5u+lv9xIhaixvNz3P9WzIgpgE5v98nAGtfNHbW/7jIfZkGgajQmBtZ4LquNgoUmELNk2Y1q5dS3h4OMOGDWPr1q3Uq1ePF154gfHjxwOQmJhISkoKffv2VV/j4eFBaGgocXFxFgnTnDlzePfdd2nQoAGjRo0iMjISe/vSu3fy5Ek2bNhw2ydtSrZzKJGVlQWYh7lL9tWyhpK2rNlmVSL9q9oa1XEC4GhKFikZeQB4uegs/j+vrn27E+lf9VZR/YvoHMCXO89wPj2fZdtP83/X9pwrsflYKgDdG9Wu0Pe2Jn9+ld03a93Hpou+HR0dAXOV4GHDhrF7925efvlllixZQkREBLGxsYSFhXHhwgWLejDDhw9Xi9MBLFy4kA4dOuDl5UVsbCxRUVGMGzeOhQsXWtyva9eu7Nu3j8LCQiZMmMBHH310y+J2M2bM4J133rnp+FdffVWuR7iFqMqMJnhllx1GRUMvPxNbLmpp52ViXNPKX78kRFWx85KGr0/Z4WSn8GZ7Iy7XloApCkT/bsfVQg0Tmhlp6SnPTFUHeXl5jBo16p4Xfds0YXJwcKBjx47qvlAAkyZNYvfu3cTFxZU5Yfqzzz77jGeffZacnBz0+uvTC+fOnSM7O5s//viDV155hUmTJllUQb5RaSNMAQEBpKWlWf0puZiYGPr161cjF2ZK/6q+R/8Zx7GUbJr4uJJwKYcxoQG8Pah5jejb7Uj/qreK7J/RpDD4X3EcT83h/8ICeW1AUwBOXc5lwOId6Ow07Hm9N84OFTdJU5M/v8ruW1ZWFnXq1KneT8n5+fndtPVC8+bNWbVqFYC6Jik1NdUiYUpNTb1pS4UbhYaGUlxcTFJSEk2bNlWPBwSYq+6WVDWeMGECf/vb37Czu3mBq16vt0i2Suh0ugr5gCuq3apC+ld1tfB351hKNgmXcgCo6+5k0Zfq3LeykP5VbxXRPx0Q9XBzxi7bzX92nmNsWAgBXs5sP2Ve7N05pDYeLk5WvectY6nBn19l9c1a97DpU3JhYWEcP37c4lhCQgKBgYGAeQG4r68vmzZtUs9nZWURHx9f6lYQJfbv349Wq1X3pCqNyWTCYDBgMsnUg7i/Nfe1/BdXHVn0LQQ9m3jTrVEdiowm5v9s/j0l1b3vbzYdYYqMjKRr167MmjWL4cOHs2vXLpYuXcrSpUsBc8n6yZMnM3PmTBo3bkxwcDBvvvkm/v7+DBkyBIC4uDji4+Pp3bs3bm5uxMXFERkZyZgxY9TyBP/973/R6XS0bt0avV7Pnj17iIqKYsSIETU2cxeirJr5WVYKN9dgEuL+ptFoiHq4GYP+sZ21f1xgdGgD4hPNI0ySMN2fbJowderUidWrVxMVFUV0dDTBwcEsWrSI0aNHq9dMmzaN3NxcJkyYQEZGBt26dWPDhg3qgnG9Xs+KFSuYMWMGhYWFBAcHExkZyZQpU9Q27O3tmTt3LgkJCSiKQmBgIC+++CKRkZGV3mchqppmfxphMmRfwWSSXwhCtPT34PH29fh+XzIv/HcfRcUm6tVyopFPzdqAWJSNzSt9Dxo0iEGDBt3yvEajITo6mujo6FLPd+jQgZ07d972HiNGjGDEiBH3FKcQNVXa+dM4aYvJN5n/Ovj1p/9xPPZn+vXrZ+PIhLC9qf2b8uOBi1zJLQKgRxNvi02lxf3DpmuYhBC2dfToUb799ls8yVOPOWkMZGVl3bRpsBD3I/9aTjzT7XpBZZmOu39JwiTEfcpkMrFhwwYAPLXmhElHMfYa5abrhLifPd+rIf4ejtRxdSCs0a035RU1m82n5IQQtnH27Fm1gr2nJh8AJ03xTdedP3+ehg0bVmpsQlQl7o461k/ugcmk4OYoDwrdr2SESYgqICkpiSeffLLC75ORkcG3334LQHZ2tnrcLTuJ84uf4sJXr7N06VKSk5PVczk5Oer3+/fv56OPPrpl+1u2bCEhIaHUc3/961/JyMhg3bp1hIaG0q1bN15++WUAcnNziYiIuKe+CVGRPJx0eLo42DoMYUOSMAlxH7kxYXJzu15OQE8xTYLq89Izo3j4/9u796Co7isO4N9d4iIg7Mobirx8ECpIFCvBDJQIUQyNRGJ8hERRY6KRahp1KG0Ra0ckmprUTqr5Q9GY1CSmoqltk4KIT0IEIZqkMkLAR3lVUx6KK489/SPDbTYgC4osa76fGWbce3/37jl7dvce797H448bXfts2LD/nxH00EMPYdmyZbdd/+0apqqqKlhZWUGn0yEkJAQnT57EiRMnUF9fj6KiItjZ2cHR0RHnz5/vjzSJiPodGyaiQerIkSN4+OGH8fDDD+Ptt98GAERFRQEA0tLSsHjxYgDA9OnTodfrUVRUhEcffRQRERF47bXXAADbt2/HpEmTMGXKFGRnZ2Pbtm04evQooqKicP369W5vE+Du7o6mpibo9Xps2LABSUlJmDt3LlpbW5Gfn4/Vq1cD+PYM1eTkZISFheHVV1/FzZs3sWvXLqSmpmL+/PlG6/zoo48QHR0NAPD29lZujK3RaJT7OT722GM4ePBgP7+KRET9g8cwEQ1SqampOHToELRaLcLDw/H000/Dzc0NdXV1KC8vR3t7u3K1+qFDh+KXv/wl9u/fj+HDh+OJJ57Ac889hw8++AC5ublwcHCAwWDA+PHjUVFRgQ8//BAAYGVlpexx6lRVVQVnZ2cUFRUhNDQUW7duRWZmJt577z14e3sr4xoaGrBmzRp4eXkhJCQEKSkpSEpKwsSJE7tcKuT8+fOYPHmy0bTTp0+jvr4eEyZMAAD4+/vf9v6QRETmxoaJaJDq6OiAs7MzAGDUqFGorq5GREQEcnNzYW1tDRcXF3z00UeYOHEiAODs2bOYOXMmAOC///0vLl++jMzMTKxcuRIigtTU1C73RwwMDMTs2bPx5z//GRcvXkRWVhY0Gg1mzZqF8vJyjBo1CsC3F5k9efKkUcM0fPhw5TZGnReS7a0rV67g5Zdf5qULiMhisGEiGqTUajWuXr0KrVaLCxcuwNPTExEREVi0aBEWLlwINzc3ZGRkYMOGDQCAkJAQfPjhh9Bqtejo6IBarYZer0dWVhZOnTqFV199Fb/73e/Q0dFh9DyBgYFYuHAhioqKsGnTJtjb28Pb2xubN2/GhQsXAHy7N2j06NFGy3V38b4hQ4Z0WT8ABAQE4Ouvv8bEiRPR3NyMuXPn4q233jK63+PXX3+NwMDAu37diIjuBR7DRDRIHD9+HDExMYiJiUFmZiYyMjIQFxeHiIgIJCcnw8bGBsHBwaioqEBkZCQiIyPx+eef45FHHgEAZGZmIiEhAY8++iji4uKg1+uxbNkyREVFYdWqVXj22Wfh4eGBmzdvYtasWUozBHzbnNnZ2SE4OBi+vr5Qq9VYvHgxiouLER0djXPnzmHu3Lkmc5gyZQp+//vfK2e/dZoxY4ZyIPkbb7yByspKJCcnIyoqCkePHgUA5OTkID4+vr9eTiKifsU9TESDgK+vL+rq6rpMLywsNHqsVqvR0NCgPG5v//91k0JDQ43ObgOAXbt2dVln58Uqv//8ncc1ddJqtfjNb36Dxx9/XLlJdVRUlHLgeVFRkTK289/h4eE4duxYl/X7+fmhvb0dDQ0NSEtLQ1pamtH8Gzdu4Nq1a9zDRESDFhsmIhoQO3bsuO08Ozs75UxAIqLBiD/JEREREZnAhomIiIjIBDZMRERERCawYSIiIiIygQ0TERERkQlsmIiIiIhMYMNEREREZAKvw9RLIgIAaGpq6tf1trW1oaWlBU1NTcrFAe8nzM9y3c+5AczP0jE/yzXQuXVutzu343eKDVMvNTc3AwBGjBhh5kiIiIior5qbm6HVau94eZXcbcv1A2EwGFBdXQ17e/tubzp6p5qamjBixAhcvnwZDg4O/bbewYL5Wa77OTeA+Vk65me5Bjo3EUFzczM8PT2hVt/5kUjcw9RLarUaXl5e92z9Dg4O992H4ruYn+W6n3MDmJ+lY36WayBzu5s9S5140DcRERGRCWyYiIiIiExgw2Rm1tbWSE9Ph7W1tblDuSeYn+W6n3MDmJ+lY36Wy1Jz40HfRERERCZwDxMRERGRCWyYiIiIiExgw0RERERkAhsmIiIiIhPYMJnZm2++CV9fXwwdOhRhYWH47LPPzB1Sn23cuBE/+clPYG9vD1dXVzz55JMoKyszGhMVFQWVSmX0t3TpUjNF3Dfr1q3rEvuDDz6ozNfr9Vi+fDmcnJwwbNgwPPXUU6irqzNjxH3j6+vbJT+VSoXly5cDsLzaHTt2DE888QQ8PT2hUqlw4MABo/kigrVr18LDwwM2NjaIiYnBhQsXjMZ88803SExMhIODA3Q6HRYvXozr168PYBbd6ym3trY2pKSkIDg4GHZ2dvD09MT8+fNRXV1ttI7u6p2ZmTnAmXTPVO2SkpK6xB4bG2s0ZrDWDjCdX3efQ5VKhc2bNytjBmv9erMd6M135aVLlxAXFwdbW1u4urpizZo1aG9vH8hUbosNkxm9//77eOWVV5Ceno4zZ84gJCQE06ZNQ319vblD65OjR49i+fLl+PTTT5GTk4O2tjZMnToVN27cMBq3ZMkS1NTUKH+bNm0yU8R9N3bsWKPYT5w4ocz7xS9+gb/+9a/Yt28fjh49iurqaiQkJJgx2r45ffq0UW45OTkAgKeffloZY0m1u3HjBkJCQvDmm292O3/Tpk3YunUrtm/fjsLCQtjZ2WHatGnQ6/XKmMTERHz55ZfIycnBoUOHcOzYMbzwwgsDlcJt9ZRbS0sLzpw5g7S0NJw5cwb79+9HWVkZZsyY0WXs+vXrjer585//fCDCN8lU7QAgNjbWKPa9e/cazR+stQNM5/fdvGpqarBz506oVCo89dRTRuMGY/16sx0w9V3Z0dGBuLg4tLa24tSpU9i9ezd27dqFtWvXmiOlroTMZtKkSbJ8+XLlcUdHh3h6esrGjRvNGNXdq6+vFwBy9OhRZdpPf/pTWblypfmCugvp6ekSEhLS7byGhgYZMmSI7Nu3T5n2r3/9SwBIQUHBAEXYv1auXCkjR44Ug8EgIpZdOwCSnZ2tPDYYDOLu7i6bN29WpjU0NIi1tbXs3btXRES++uorASCnT59WxvzjH/8QlUol//73vwcsdlO+n1t3PvvsMwEgFy9eVKb5+PjI66+/fm+D6wfd5bdgwQKJj4+/7TKWUjuR3tUvPj5epkyZYjTNUur3/e1Ab74r//73v4tarZba2lplzLZt28TBwUFu3bo1sAl0g3uYzKS1tRXFxcWIiYlRpqnVasTExKCgoMCMkd29xsZGAICjo6PR9HfffRfOzs4ICgpCamoqWlpazBHeHblw4QI8PT3h7++PxMREXLp0CQBQXFyMtrY2ozo++OCD8Pb2tsg6tra24p133sGiRYuMbjJtybX7rsrKStTW1hrVS6vVIiwsTKlXQUEBdDodJk6cqIyJiYmBWq1GYWHhgMd8NxobG6FSqaDT6YymZ2ZmwsnJCePHj8fmzZsHzU8evZGfnw9XV1cEBARg2bJluHbtmjLvfqpdXV0d/va3v2Hx4sVd5llC/b6/HejNd2VBQQGCg4Ph5uamjJk2bRqamprw5ZdfDmD03ePNd83k6tWr6OjoMHpjAICbmxvOnz9vpqjunsFgwMsvv4xHHnkEQUFByvRnnnkGPj4+8PT0xNmzZ5GSkoKysjLs37/fjNH2TlhYGHbt2oWAgADU1NTgt7/9LSIiIvDFF1+gtrYWGo2mywbJzc0NtbW15gn4Lhw4cAANDQ1ISkpSplly7b6vsybdfe4659XW1sLV1dVo/gMPPABHR0eLqqler0dKSgrmzZtndIPTFStWYMKECXB0dMSpU6eQmpqKmpoabNmyxYzR9k5sbCwSEhLg5+eHiooK/OpXv8L06dNRUFAAKyur+6Z2ALB7927Y29t3+XnfEurX3XagN9+VtbW13X42O+eZGxsm6lfLly/HF198YXSMDwCjYwiCg4Ph4eGB6OhoVFRUYOTIkQMdZp9Mnz5d+fe4ceMQFhYGHx8ffPDBB7CxsTFjZP1vx44dmD59Ojw9PZVplly7H6q2tjbMnj0bIoJt27YZzXvllVeUf48bNw4ajQYvvvgiNm7cOOhvVTF37lzl38HBwRg3bhxGjhyJ/Px8REdHmzGy/rdz504kJiZi6NChRtMtoX632w5YOv4kZybOzs6wsrLqcoZAXV0d3N3dzRTV3UlOTsahQ4dw5MgReHl59Tg2LCwMAFBeXj4QofUrnU6HMWPGoLy8HO7u7mhtbUVDQ4PRGEus48WLF5Gbm4vnn3++x3GWXLvOmvT0uXN3d+9y4kV7ezu++eYbi6hpZ7N08eJF5OTkGO1d6k5YWBja29tRVVU1MAH2I39/fzg7OyvvRUuvXafjx4+jrKzM5GcRGHz1u912oDffle7u7t1+NjvnmRsbJjPRaDQIDQ3F4cOHlWkGgwGHDx9GeHi4GSPrOxFBcnIysrOzkZeXBz8/P5PLlJaWAgA8PDzucXT97/r166ioqICHhwdCQ0MxZMgQozqWlZXh0qVLFlfHrKwsuLq6Ii4ursdxllw7Pz8/uLu7G9WrqakJhYWFSr3Cw8PR0NCA4uJiZUxeXh4MBoPSLA5Wnc3ShQsXkJubCycnJ5PLlJaWQq1Wd/kpyxJcuXIF165dU96Llly779qxYwdCQ0MREhJicuxgqZ+p7UBvvivDw8Nx7tw5o6a3s+n/8Y9/PDCJ9MTMB53/oL333ntibW0tu3btkq+++kpeeOEF0el0RmcIWIJly5aJVquV/Px8qampUf5aWlpERKS8vFzWr18vRUVFUllZKQcPHhR/f3+JjIw0c+S9s2rVKsnPz5fKyko5efKkxMTEiLOzs9TX14uIyNKlS8Xb21vy8vKkqKhIwsPDJTw83MxR901HR4d4e3tLSkqK0XRLrF1zc7OUlJRISUmJAJAtW7ZISUmJcqZYZmam6HQ6OXjwoJw9e1bi4+PFz89Pbt68qawjNjZWxo8fL4WFhXLixAkZPXq0zJs3z1wpKXrKrbW1VWbMmCFeXl5SWlpq9FnsPMPo1KlT8vrrr0tpaalUVFTIO++8Iy4uLjJ//nwzZ/atnvJrbm6W1atXS0FBgVRWVkpubq5MmDBBRo8eLXq9XlnHYK2diOn3pohIY2Oj2NrayrZt27osP5jrZ2o7IGL6u7K9vV2CgoJk6tSpUlpaKh9//LG4uLhIamqqOVLqgg2Tmf3xj38Ub29v0Wg0MmnSJPn000/NHVKfAej2LysrS0RELl26JJGRkeLo6CjW1tYyatQoWbNmjTQ2Npo38F6aM2eOeHh4iEajkR/96EcyZ84cKS8vV+bfvHlTXnrpJRk+fLjY2trKzJkzpaamxowR990nn3wiAKSsrMxouiXW7siRI92+HxcsWCAi315aIC0tTdzc3MTa2lqio6O75H3t2jWZN2+eDBs2TBwcHGThwoXS3NxshmyM9ZRbZWXlbT+LR44cERGR4uJiCQsLE61WK0OHDpXAwEDJyMgwajjMqaf8WlpaZOrUqeLi4iJDhgwRHx8fWbJkSZf/YA7W2omYfm+KiLz11ltiY2MjDQ0NXZYfzPUztR0Q6d13ZVVVlUyfPl1sbGzE2dlZVq1aJW1tbQOcTfdUIiL3aOcVERER0X2BxzARERERmcCGiYiIiMgENkxEREREJrBhIiIiIjKBDRMRERGRCWyYiIiIiExgw0RERERkAhsmIrIIVVVVUKlUUKlUeOihh8wdTr9KSkpScjtw4IC5wyGibrBhIiKLkpuba3Q/qnslKSkJTz755D1/HgD4wx/+gJqamgF5LiK6Mw+YOwAior5wcnLq1U1lB4vW1lZoNJoex2i1Wmi12gGKiIjuBPcwEdGA+89//gN3d3dkZGQo006dOgWNRtPnvUede4IyMjLg5uYGnU6H9evXo729HWvWrIGjoyO8vLyQlZVltNzly5cxe/Zs6HQ6ODo6Ij4+HlVVVQCAdevWYffu3Th48KDyU1l+fr7J5b4bz4YNG+Dp6YmAgAAAwJ/+9CeMHj0aQ4cOhZubG2bNmtX3F46IzIYNExENOBcXF+zcuRPr1q1DUVERmpub8dxzzyE5ORnR0dF9Xl9eXh6qq6tx7NgxbNmyBenp6fjZz36G4cOHo7CwEEuXLsWLL76IK1euAADa2towbdo02Nvb4/jx4zh58iSGDRuG2NhYtLa2YvXq1Zg9ezZiY2NRU1ODmpoaTJ482eRynQ4fPoyysjLk5OTg0KFDKCoqwooVK7B+/XqUlZXh448/RmRkZL+9nkQ0AMx9918i+uF66aWXZMyYMfLMM89IcHBwj3ddr6ysFABSUlJiNH3BggXi4+MjHR0dyrSAgACJiIhQHre3t4udnZ3s3btXRET27NkjAQEBYjAYlDG3bt0SGxsb+eSTT5T1xsfHGz1Xb5dzc3OTW7duKWP+8pe/iIODgzQ1NfX4egCQ7OzsHscQkXnwGCYiMpvXXnsNQUFB2LdvH4qLi2FtbX1H6xk7dizU6v/vMHdzc0NQUJDy2MrKCk5OTqivrwcAfP755ygvL4e9vb3RevR6PSoqKm77PL1dLjg42Oi4pcceeww+Pj7w9/dHbGwsYmNjMXPmTNja2t5RvkQ08NgwEZHZVFRUoLq6GgaDAVVVVQgODr6j9QwZMsTosUql6naawWAAAFy/fh2hoaF49913u6zLxcXlts/T2+Xs7OyM5tnb2+PMmTPIz8/HP//5T6xduxbr1q3D6dOnodPpTOZHRObHhomIzKK1tRXPPvss5syZg4CAADz//PM4d+4cXF1d7/lzT5gwAe+//z5cXV3h4ODQ7RiNRoOOjo4+L3c7DzzwAGJiYhATE4P09HTodDrk5eUhISHhjvMgooHDg76JyCx+/etfo7GxEVu3bkVKSgrGjBmDRYsWDchzJyYmwtnZGfHx8Th+/DgqKyuRn5+PFStWKAeG+/r64uzZsygrK8PVq1fR1tbWq+W6c+jQIWzduhWlpaW4ePEi3n77bRgMBuUMOiIa/NgwEdGAy8/PxxtvvIE9e/bAwcEBarUae/bswfHjx7Ft27Z7/vy2trY4duwYvL29kZCQgMDAQCxevBh6vV7Zc7RkyRIEBARg4sSJcHFxwcmTJ3u1XHd0Oh3279+PKVOmIDAwENu3b8fevXsxduzYe54rEfUPlYiIuYMgIjKlqqoKfn5+KCkpue9ujdJJpVIhOzt7wK4wTkS9xz1MRGRRJk+ejMmTJ5s7jH61dOlSDBs2zNxhEFEPuIeJiCxCe3u7ckVta2trjBgxwrwB9aP6+no0NTUBADw8PLqcZUdE5seGiYiIiMgE/iRHREREZAIbJiIiIiIT2DARERERmcCGiYiIiMgENkxEREREJrBhIiIiIjKBDRMRERGRCWyYiIiIiExgw0RERERkwv8A0a5J6gcqW20AAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the cross section.\n",
    "ax = xns[\"basin_left1\", \"122.042\", \"1\"].plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Plot another cross section on the same axis.\n",
    "ax = xns[\"basin_left1\", \"166.107\", \"1\"].plot(ax=ax, linestyle=\"--\")\n",
    "ax.figure"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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jUCggSVKXPw96+/NB1k/joYcewvbt27F06VIUFBRg1apVePvtt3HfffcBcDTYgw8+iGeeeQb/+9//sG/fPtxyyy1ISkrC1VdfLWfoLocOHcLq1as7ZY5GoxGrV6/GgQMHZIqMiMjh1ltvRU5OjteuN2XKFFRUVCAiIsJr1/yphx9+GGeddRaKiorwzjvvICcnp8ue/LfffhsXXHABDAYDJEnqcmq9JEkoLi4+4zWbmprw0ksvYdq0aUhISMDgwYNx0UUX4S9/+UunYZOu5OfnY968eUhLS4MkSVi+fHmXx5WVleHnP/85oqOjERoaijFjxmDHjh0djjlw4ACuuuoqREREICwsDOeeey5KSkoGfO3XX38daWlp0Gq1mDRpEr7//nvXc8XFxZAkqcvbBx98cMb331+yJjLnnnsuPv74Y7z33nvIzs7GH/7wByxfvhw33XST65jHHnsMv/rVr3DnnXfi3HPPRVNTE9auXeszXbvr1693/d8uHLfTrV27NqAKs4iIzkStVg94bZCBKiwsxEUXXYQhQ4b02CtkMpkwZ84c/OY3vxnQ9Xbu3InRo0fjk08+wR133IH//e9/+Oyzz7Bw4UK88847OPfcc11TjXuKZdiwYXjuuedcpRU/5Vx/TaVSYc2aNdi/fz9eeumlDuuvFRYWYtq0acjIyMDGjRuxd+9ePPXUUz3+3uzNtf/973/j4YcfxuLFi7Fr1y6MGzcOs2fPdr2v5ORkVFRUdLgtWbIE4eHhuPTSS8/0EfafCHANDQ0CgGhoaHDreS0Wi/jkk0/E008/LXJycsTixTliwhP/FtlPfCh+t3iJyMnJcd2Kiorcem06M2f7WCwWuUOhn/DXtmlpaRH79+8XLS0tcofSZwsXLhSLFy923U9NTRVPP/20uOGGG4ROpxNJSUnitddeEzabTdTV1QmbzSZeeuklkZ2dLXQ6nRgyZIi45557RGNjo+scxcXF4oorrhCRkZFCp9OJ0aNHi88//1wIIcTXX38tAIi6ujohhBArVqwQERERYu3atSIjI0OEhYWJ2bNni/Ly8l7HP3fuXNd9m80mli5dKtLS0oRWqxVjx44VH3zwgRBCiKKiIgGgw23FihVdPna6n8Z8OgA9/hwvLi4WcXFx4u233+7yebvdLp566ikxfvz4Xn/dp6amij/96U8d3nNdXZ147LHHxLRp03p87fXXXy9+/vOf9+o6vbm208SJE8V9993XIaakpCSxbNmybs911llniV/84hfdPt/T91Vvf38HzkCbzBqEFjUiDI1Cixp7WIfnAq3KnIgchBAwWdpkuQkhzhxgD/74xz9i3Lhx2L17N5544gn8+te/7jCTTKFQ4NVXX0V+fj7effddbNiwAY899pjr+fvuuw9msxmbN2/Gvn378PzzzyM8PLzb65lMJrz44ov4xz/+gc2bN6OkpASLFi3qV+zLli3DypUr8dZbbyE/Px8PPfQQfv7zn2PTpk2uXgGDwYDly5ejoqIC119/PR555BFkZWW5egquv/76fl27K0888QRuu+023HHHHSgtLcUVV1yBuLg4zJ49G3/4wx9wzz334Omnn0ZYWBj++c9/Duhan376Kc455xxcd911iIuLw9lnn43/+7//cz1vt9vx+eefY9SoUZg9ezbi4uIwadKkAdcIWSwW7Ny5s8O6bgqFAjNnzsS3337b5Wt27tyJPXv24Pbbbx/Qtc9E9r2WAkWlXe/6/wl7OBKUTa77er2+q5cQkZ9rsdow+vdfynLt/U/Phk7dux/h77zzTqfHpk6diieeeAIAMGrUKGzduhXLly/He++9BwAdCoHT0tLwzDPP4O6778Ybb7wBACgpKcG8efMwZswYAMCwYcN6jMFqteKtt97C8OHDAQD3338/nn766V7Ffzqz2YylS5di/fr1mDx5suvaW7ZswV/+8hecf/75rmGtiIgI1zBJeHi4awp9X/WUNDY1NeHzzz9HUVERAGDhwoUIDw/H2rVrceDAAdx9992YN2+e67kvv/wSt912W59jcDrT+mvV1dVoamrCc889h2eeeQbPP/881q5di2uvvRZff/01zj///H5dt6amBjabrct13Q4ePNjla/72t78hMzMTU6ZM6dc1e4uJzADp9Xo0NDSgyn7qL5Hq03pkDAYDUlJS5AiNiKhbziTg9PunF3iuX78ey5Ytw8GDB2E0GtHW1obW1laYTCbodDo88MADuOeee7Bu3TrMnDkT8+bNw9ixY7u9nk6ncyUxgGP5jTPVjHSloKAAJpMJl1xySYfHLRYLzj777D6fb6AOHz6MtLQ0REdHo7m5GRs2bEBZWRmSkpIwfvx4bNy40bXuUGJiIurq6gZ0vTOtv+asyZw7dy4eeughAMBZZ52Fbdu24a233up3ItNXLS0tWLVqFZ566imPX4uJzADNnDkTH3740U96ZMIgBCBJwJw5cwJqqhwRnRKqUmL/07Nlu7anFBcX44orrsA999yDZ599FlFRUdiyZQtuv/12WCwW6HQ6/PKXv8Ts2bPx+eefY926dVi2bBleeukl/OpXv+rynD+dSitJUr+Gx5qaHL3dn3/+OQYPHtzhua6W3vC0trY211L7zoQlLOzUH7Ph4eGu5GXXrl0YMWLEgK53pvXXYmJiEBIS0uUxW7Zs6fd1Y2JioFQqUVVV1eHxqqqqLnu5PvzwQ5hMJtxyyy39vmZv8TfsAKWnp+OCy6+BSaghwQ4JdrRADSk8CvPnz+c6MkQBTJIk6NQhstwGOiNo+/btne5nZGQAcNQ22O12vPTSSzjvvPMwatQolJeXdzpHcnIy7r77bvznP//BI4880qFWw1NGjx4NjUaDkpISjBgxosMtOTm529ep1WrYbDa3xzNs2DAcPnwYVqsVkZGRyMrKwrPPPgur1YqDBw/i/fffd9WtvP7667j//vsHdL0pU6b0uP6aWq3Gueee2+Mx/aFWqzFhwgR89dVXrsfsdju++uqrTr17gGNY6aqrrkJsbGy/r9lb7JFxg1pFFIDjyIgLg7XNhoKTFpw981pkZg4+42uJiOSwdetWvPDCC7j66quRm5uLDz74AJ9++ikAYMSIEbBarfjzn/+MK6+8Elu3bsVbb73V4fUPPvggLr30UowaNQp1dXX4+uuvvfKHm16vx6JFi/DQQw/Bbrdj2rRpaGhowNatW2EwGLrd3iYtLQ1FRUXYs2cPhgwZAr1eD41Gg8rKSlRWVqKgoAAAsG/fPuj1eqSkpCAqKuqM8cTExGDs2LH45z//idtuuw0rVqzAtddei5dffhkJCQm46qqr8H//93/Iz8/H6tWre/yMLBYL9u/f7/p/WVkZ9uzZg/DwcFcN0oMPPohp06Zh6dKlmD9/Pr7//nu8/fbbePvtt13nefTRR3H99ddjxowZuPDCC7F27Vp8+umn2Lhxo+uYW265BYMHD8ayZcvOeG1nL9LDDz+MhQsX4pxzzsHEiROxfPlyNDc3d6r5KSgowObNm/HFF1+c8fNzix7nNAUAT0+/tlgs4vEPfxSpj38mln6+X/z+k30i9fHPxJL/5bv1etQ3/jrFNxj4a9v48/Trn0pNTRVLliwR1113ndDpdCIhIUG88sorHaZfv/zyyyIxMVGEhoaK2bNni5UrV3aYnnz//feL4cOHC41GI2JjY8XNN98sampqhBDdT78+3ccffyx6+yvop9Ov7Xa7WL58uUhPTxcqlUrExsaK2bNni02bNrmOiYiI6DDFurW1VcybN09ERkZ2mH69ePHiTlOz0cX07J5s3bpVREVFiZ07d7riKysrE1arVTQ2NnY5pbsrXU0dByDOP//8Dm3z6aefiuzsbKHRaERGRkaX077/9re/iREjRgitVivGjRsnPvnkkw7Pn3/++WLhwoW9uvbp/vznP4uUlBShVqvFxIkTxfbt2ztd+8knnxTJycnCZrOd8T27Y/q1JMQA5/D5OKPRiIiICDQ0NLh9r6UvvvgCl112GWa/shVHa5rx11vOQZO5DQ/+ew/OTonEx/dOddv1qG9Obx9/WgY/GPhr27S2tqKoqAhDhw71mQU53c1ut8NoNMJgMLC2r4/effdd/PrXv8YDDzyAW265BcOHD4fNZsP333+PZcuW4aKLLnIV3/ZHoLZNT99Xvf39HTifhkxqmsw4WtMMSQLOTYvC2SmRAID8MiPMbe4fjyUiIt+zcOFCbN68Gfv378e4ceOgVquh0Wjw85//HNOmTXNtvUPuxxqZAfqh2FGNnh6vR4ROBUNoCKLC1DjZbEF+uRHjUwad4QxERMGtp4X01qxZg+nTp3sxmv4bO3YsPvzwQ7S1taGqqgoajQYxMTFyhxXwmMgM0I5j9QCAiUMdRWGSJGF8SiTWH6jG7pJ6JjJERGewZ8+ebp/76RRrfxASEuKXcfsrJjID5OyROTftVHX72SmD2hOZOgBDZYqMiMg/DHRtFQpurJEZgJY24GCVYx8lZ48MAJydHAkA2F1SL0NUREREwYOJzAAcbZQgBJAarUO84VS19djkSEgSUFbfgipjq4wREpG7OZeAJ6KBc8f3E4eWBuCo0bGy5sS0josmhWtCkB6vx8HKRuwuqcec7L5vUkZEvkWtVkOhUKC8vByxsbFQq9UDXl3X19jtdlgsFrS2tgbUFN9AEGhtI4SAxWLBiRMnoFAooFar+30uJjIDUNjo+CF27tDOqz+enTLIkcgcr2MiQxQAFAoFhg4dioqKii6X6w8EQgi0tLQgNDQ04JI0fxeobaPT6ZCSkjKg5IyJTD+1Wm0ocexdhkldJjKReO/7Euxun9VERP5PrVYjJSUFbW1tHtm3R25WqxWbN2/GjBkz/GqxwmAQiG2jVCoREjLwfcOYyPTTj6UNsAkJcXoNUqJ0nZ4f374w3t6yelhtdqiU/t8VSESOJRZUKlXA/DI5nVKpRFtbG7RabUC+P3/Gtukef7v2k2vadeqgLrPJYTHh0GtD0Gq141Blo7fDIyIiCgpMZPrpYHtyck5aZJfPKxQSznJNw67zUlRERETBhYlMP/35hnH4zVltuLSHQl7nqr67uJ4MERGRRzCR6SdJkhAfCkSHdT9lbFxyBABgX1mDt8IiIiIKKkxkPCg7yZHIFJ5ogsnSJnM0REREgYeJjAfFGbSI02sgBHCgwih3OERERAGHiYyHZQ929MrklTGRISIicjcmMh6WnWQAAOSxToaIiMjtmMh4WJazR6acPTJERETuxkTGw5xDS0eqGtFqDbwlzYmIiOTERMbDkiK0GKRToc0ucLiKK/wSERG5ExMZD5MkiQW/REREHsJExguykpx1Miz4JSIicicmMl6QPdgxcymfM5eIiIjciomMFzhX+D1Q2QirzS5zNERERIGDiYwXpETpoNeEwNJmR0F1k9zhEBERBQwmMl6gUEjIGsyF8YiIiNxN1kQmJycHkiR1uGVkZLieLywsxDXXXIPY2FgYDAbMnz8fVVVVMkbcf87hpXwujEdEROQ2svfIZGVloaKiwnXbsmULAKC5uRmzZs2CJEnYsGEDtm7dCovFgiuvvBJ2u//VmZyags0eGSIiIncJkT2AkBAkJCR0enzr1q0oLi7G7t27YTA4hmXeffddDBo0CBs2bMDMmTO9HeqAOGcu7a8wwmYXUCokmSMiIiLyf7L3yBw5cgRJSUkYNmwYbrrpJpSUlAAAzGYzJEmCRqNxHavVaqFQKFy9Nv5kaEw4QlVKmCw2FNU0yx0OERFRQJC1R2bSpEl45513kJ6ejoqKCixZsgTTp09HXl4ezjvvPISFheHxxx/H0qVLIYTAE088AZvNhoqKim7PaTabYTabXfeNRkdNitVqhdVqdVvsznP15ZyZiXrsKqnHjyUnkTpIc+YXUL/1p33IO9g2vott47uCsW16+14lIYTwcCy9Vl9fj9TUVLz88su4/fbbsW7dOtxzzz0oKiqCQqHAggULsH//fkycOBFvvvlml+fIycnBkiVLOj2+atUq6HQ6T7+FHn1YpMA3lQpcmGjH1Wn+V+dDRETkLSaTCTfeeCMaGhpcJSZdkb1G5nSRkZEYNWoUCgoKAACzZs1CYWEhampqEBISgsjISCQkJGDYsGHdnuPJJ5/Eww8/7LpvNBqRnJyMWbNm9fhB9JXVakVubi4uueQSqFSqXr3GtKsM33ycjxZtNC677Fy3xUKd9ad9yDvYNr6LbeO7grFtnCMqZ+JTiUxTUxMKCwtx8803d3g8JiYGALBhwwZUV1fjqquu6vYcGo2mQ12Nk0ql8kjj9+W845KjAAD5FY0ICQmBJLHg19M81e40cGwb38W28V3B1Da9fZ+yFvsuWrQImzZtQnFxMbZt24ZrrrkGSqUSCxYsAACsWLEC27dvR2FhIf75z3/iuuuuw0MPPYT09HQ5w+63kfHhUCsVaGxtw/GTLXKHQ0RE5Pdk7ZEpLS3FggULUFtbi9jYWEybNg3bt29HbGwsAODQoUN48skncfLkSaSlpeG3v/0tHnroITlDHhCVUoGMRD32ljZgX1kDUqLlrdkhIiLyd7ImMu+//36Pzz/33HN47rnnvBSNd2QlRWBvaQPyyxtw+dhEucMhIiLya7KvIxNsnAvj5XGrAiIiogFjIuNlWc49l8oa4EMz34mIiPwSExkvy0jQQ6mQUNtsQZXRfOYXEBERUbeYyHiZVqXEyLhwANxAkoiIaKCYyMhgdJKjTiafdTJEREQDwkRGBtntdTJ55eyRISIiGggmMjLIHnyq4JeIiIj6j4mMDDIT9QCA8oZWnGy2yBwNERGR/2IiIwO9VoWhMWEAgHwOLxEREfUbExmZZLUX/OaVseCXiIiov5jIyMS1MB57ZIiIiPqNiYxMnFsVcAo2ERFR/zGRkYmzR6aophmNrVaZoyEiIvJPTGRkEhWmRlKEFgBwoKJR5miIiIj8ExMZGWW1ryfDrQqIiIj6h4mMjLjCLxER0cAwkZGRcwr2fhb8EhER9QsTGRk5tyo4Ut2EVqtN5miIiIj8DxMZGcUbNIgJV8NmFzhYyYJfIiKivmIiIyNJkjCaC+MRERH1GxMZmWVzqwIiIqJ+YyIjM2edDHtkiIiI+o6JjMycM5cOVjbCarPLHA0REZF/YSIjs5QoHfTaEFja7CiobpI7HCIiIr/CREZmkiS5emW4wi8REVHfMJHxAVmumUss+CUiIuoLJjI+IHuwo0eGBb9ERER9w0TGBzj3XNpfboTdLmSOhoiIyH8wkfEBw2LDoVUp0Gyxobi2We5wiIiI/AYTGR+gVEjITGwv+GWdDBER+QG73Y7i4mLs27cPxcXFsNvlWUIkRJarUifZSRHYXVKP/LIGXDUuSe5wiIiIunXgwAGsXbsWRuOpP74NBgPmzJmDzMxMr8bCHhkf4ZyCzZlLRETkyw4cOIDVq1d3SGIAwGg0YvXq1Thw4IBX42Ei4yOcWxXklTdACBb8EhGR77Hb7Vi7dm2Px6xdu9arw0xMZHzEyPhwqJQS6k1WlNW3yB0OERFRJyUlJTAajRACqLdrkWeNx1rzKJy0h7qOMRqNKCkp8VpMrJHxEZoQJUbG6bG/woj8ciOGDNLJHRIREZGLpc2OjYeqsd2SjFJ7BBqF1vVcqS0CUYpTf4Q3NjZ6LS4mMj4ke7DBkciUNWB2VoLc4RARUZCztNmxpeAEPt9bidz9lTC2tgGIBwAoYEeCohFDlA1IUdR3eJ1er/dajLIOLeXk5ECSpA63jIwM1/OVlZW4+eabkZCQgLCwMIwfPx4fffSRjBF71qk6GRb8EhGRvP76zVFMeCYXv3hnBz7aVQpjaxtiwtXIDq3HReoC3Kjdg9maI8gKqYZeYXG9zmAwICUlxWtxyt4jk5WVhfXr17vuh4ScCumWW25BfX09/ve//yEmJgarVq3C/PnzsWPHDpx99tlyhOtRp2YucasCIiKSj90u8Kfcw2i22BCn1+CyMYm4NDsB56RF4fChg1i9enW3r50zZw4UCu/1k8ieyISEhCAhoethlG3btuHNN9/ExIkTAQC/+93v8Kc//Qk7d+4MyEQmM9EASQKqjGZUN7YiTq8984uIiIjcrOSkCc0WG9QhCmx94iKolKcSk8zMTMyfP99n1pGRPZE5cuQIkpKSoNVqMXnyZCxbtszVJTVlyhT8+9//xuWXX47IyEisXr0ara2tuOCCC7o9n9lshtlsdt13fshWqxVWq9VtcTvP5c5zqiRgWEwYCk80Y2/JSZw/KtZt5w42nmgfcg+2je9i2/gub7fNvtI6AMCouHDAboPVbuvw/IgRI3DvvfeitLQUTU1NCA8Px5AhQ6BQKNwWY2/PIwkZFy1Zs2YNmpqakJ6ejoqKCixZsgRlZWXIy8uDXq9HfX09rr/+eqxbtw4hISHQ6XT44IMPMGvWrG7PmZOTgyVLlnR6fNWqVdDpfH8m0MojCuysUeDyZBtmDeF6MkRE5H1flCjwZZkCk2LtuHGEPFsPmEwm3HjjjWhoaIDBYOj2OFkTmZ+qr69HamoqXn75Zdx+++341a9+he+//x5Lly5FTEwMPvnkE/zpT3/CN998gzFjxnR5jq56ZJKTk1FTU9PjB9FXVqsVubm5uOSSS6BSqdx23r9tLcZzaw9j9ug4vLbgLLedN9h4qn1o4Ng2vott47u83TZ3/XM3Nhw6gd9dlo6Fk1M9fr2uGI1GxMTEnDGRkX1o6XSRkZEYNWoUCgoKUFhYiNdeew15eXnIysoCAIwbNw7ffPMNXn/9dbz11ltdnkOj0UCj0XR6XKVSeaTx3X3escmDAAD7Kxv5g8QNPNXuNHBsG9/FtvFd3mqbQ1VNAIAxQwbJ9rXQ2+v61Mq+TU1NKCwsRGJiIkwmEwB0qnxWKpWy7bDpDVmJjinYx0+2oMHEcWoiIvKuhtNWmM9IdN9IhqfImsgsWrQImzZtQnFxMbZt24ZrrrkGSqUSCxYsQEZGBkaMGIG77roL33//PQoLC/HSSy8hNzcXV199tZxhe1SEToXkKMdSz/kVnIZNRETedaDSMUlmcGQoIkJ9v2dO1kSmtLQUCxYsQHp6OubPn4/o6Ghs374dsbGxUKlU+OKLLxAbG4srr7wSY8eOxcqVK/Huu+/isssukzNsj8tOal8Yr4yJDBERedf+9kVZM/2gNwaQuUbm/fff7/H5kSNHBvRKvt3JSjJgTV4l8rnCLxERedmBCsfvntFJ/pHI+FSNDDlktW9VwESGiIi8zTm0NDrRe/slDQQTGR/kHFoqPNEEk6VN5miIiChYWG12HG6fseQvQ0tMZHxQrF6DOL0GQpzq4iMiIvK0oyeaYWmzI0ytRPIg319EFmAi47OyObxERERe5vzjOTPRAIVCkjma3mEi46Oy24usOHOJiIi85fRExl8wkfFRo11TsNkjQ0RE3rGfiQy5S/ZgxxfRkepGmNtsZziaiIho4A5UNAIAMv1kxhLARMZnOVdUtNoEjrRXkBMREXlKdWMraprMUEhARgJ7ZGiAJEly9cqwToaIiDzN2RuTFhOGULVS5mh6j4mMD3OuJ8OZS0RE5Gn+WOgLMJHxac7lofPK2SNDRESe5dqagIkMuYtzLZkDFUbY7ELmaIiIKJA5N4tkIkNuMzQ6DGFqJVqtdhw9wYJfIiLyjFarDUdrmgFwaIncSKGQXF9QHF4iIiJPOVLVBJtdYJBOhXiDRu5w+oSJjI9zDi9xYTwiIvKU0wt9Jck/tiZwYiLj45wFv/nskSEiIg/ZfbwewKk/nv0JExkf55qCXWaEnQW/RETkATuKTwIAzkkdJHMkfcdExseNjA+HWqlAo7kNx+tMcodDREQBpq7ZgiPVjgkl56RFyRxN3zGR8XEqpQLpCY49L7gwHhERuduOY3UAgBFx4YgKU8scTd8xkfED3KqAiIg85Yf2YaVz0/xvWAlgIuMXstrrZPLYI0NERG52KpHxv2ElgImMX8hyzlwqa4AQLPglIiL3aLHYsK/U0dvPRIY8JjPRAKVCQm2zBVVGs9zhEBFRgNhzvB5tdoEEgxZDBoXKHU6/MJHxA1qVEsNjwwBwPRkiInIf17DS0Ci/WwjPiYmMn3CuJ8MVfomIyF38vdAXYCLjN7KcWxWwR4aIiNygzWbHrvap1/5aHwMwkfEbzoLf/Zy5REREbnCgohHNFhv02hCMitfLHU6/MZHxE849l8rqW1DXbJE5GiIi8nc/nLYtgVLhn/UxABMZv2HQqpAarQPAFX6JiGjgXImMHw8rAUxk/Iqr4Jd1MkRENABCCPxQ7KiPmTiUiQx5iXN4iT0yREQ0EMW1JtQ0maFWKjCmfTKJv2Ii40ey27/Y8rnnEhERDYBzWGlccgS0KqXM0QwMExk/4py5dLSmGU3mNpmjISIif/VDUWDUxwBMZPxKTLgGCQYtAOBABYeXiIiof3a0rx8zkYkMeVv2YEevTB6Hl4iIqB+OnzShqKYZkgSMT/XfFX2dZE1kcnJyIElSh1tGRgYAoLi4uNNzztsHH3wgZ9iyGt0+c4kFv0RE1B+rvi8BAEwbEYOIUJXM0QxciNwBZGVlYf369a77ISGOkJKTk1FRUdHh2Lfffht//OMfcemll3o1Rl+SncQeGSIi6h9zmw2rfzgOALhpUqrM0biH7IlMSEgIEhISOj2uVCo7Pf7xxx9j/vz5CA8P91Z4Psc5c+lIdRNarTa/rzYnIiLv+TK/CrXNFsQbNJiZGSd3OG4heyJz5MgRJCUlQavVYvLkyVi2bBlSUlI6Hbdz507s2bMHr7/+eo/nM5vNMJvNrvtGo2MIxmq1wmq1ui1u57ncec7eiNEpMUinQp3Jiv1ldX4//99T5GofOjO2je9i2/gud7XNP74tBgDMnzAYwm6D1W4baGge09v3KgkhhIdj6daaNWvQ1NSE9PR0VFRUYMmSJSgrK0NeXh70+o4bWN17773YuHEj9u/f3+M5c3JysGTJkk6Pr1q1Cjqdzq3xy+WN/QocalDg+mE2TImXrfmIiMiPVJiA534MgQICi8fbEKmRO6KemUwm3HjjjWhoaIDBYOj2OFkTmZ+qr69HamoqXn75Zdx+++2ux1taWpCYmIinnnoKjzzySI/n6KpHJjk5GTU1NT1+EH1ltVqRm5uLSy65BCqVd4ulXvjyMP5vSzEWnDsET1812qvX9hdytg/1jG3ju9g2vssdbfP05wfxj+0luCQzDm/ceJZ7A/QAo9GImJiYMyYyvRpaevXVV/scwG233dapV+VMIiMjMWrUKBQUFHR4/MMPP4TJZMItt9xyxnNoNBpoNJ3TTJVK5ZFvTE+dtydjkwcBKMb+yib+sDkDOdqHeodt47vYNr6rv21jsrThk93lAICbJ6f5Rfv2NsZeJTIPPvgghgwZAqWyd4Wlx48fxxVXXNHnRKapqQmFhYW4+eabOzz+t7/9DVdddRViY2P7dL5A5Vzh92CFEW02O0KUXA6IiIi697895Wg0tyE1WodpI2LkDsetel3su2PHDsTF9a7CubcJzKJFi3DllVciNTUV5eXlWLx4MZRKJRYsWOA6pqCgAJs3b8YXX3zR21ADXlp0GMLUSjRbbCg80Yz0hL4ljEREFFz+9Z1j7ZibJqVAoZBkjsa9evWn/OLFi/s05fk3v/kNoqLOvOxxaWkpFixYgPT0dMyfPx/R0dHYvn17h56Xv//97xgyZAhmzZrV6+sHOoVCQlb7wnhcT4aIiHry4/F67CtrgDpEgZ9NSJY7HLfrVY/M4sWL+3TSJ598slfHvf/++2c8ZunSpVi6dGmfrh8MRicZ8H3xSeSXGzFvgtzREBGRr/r3DscCeJePSURUmFrmaNyvz8UVLS0tMJlMrvvHjh3D8uXLsW7dOrcGRj1zLoyXV84eGSIi6t6Px+sBAHOyOy8+Gwj6nMjMnTsXK1euBOCYLj1p0iS89NJLmDt3Lt588023B0hdcxb8Hig3wm73mRn0RETkQ+x2gaMnmgEAI+MCc1X8Picyu3btwvTp0wE4pkXHx8fj2LFjWLlyZb+maVP/jIgLhzpEgUZzG0pOms78AiIiCjoVxla0WG1QKSWkRAXGorA/1edExmQyuWYlrVu3Dtdeey0UCgXOO+88HDt2zO0BUtdUSgUy22crcXiJiIi6UlDdBMAx2zVQl+ro87saMWIEPvnkExw/fhxffvmlazZRdXW1W1fOpTMb3T5zKb/cKHMkRETkiwrbE5nhsYE5rAT0I5H5/e9/j0WLFiEtLQ2TJk3C5MmTATh6Z84++2y3B0jdyx7sSBw5BZuIiLpScKI9kYkLkzkSz+nz7tc/+9nPMG3aNFRUVGDcuHGuxy+++GJcc801bg2Oepbd3iOzv9wIIQQkKbAWOSIiooFx9siMCNBCX6CPPTJWqxUhISGoqanB2WefDYXi1MsnTpyIjIwMtwdI3UtP0EOpkFDbbEGlsVXucIiIyMcUnuDQUgcqlQopKSmw2Wyeiof6QKtSuqbT5ZWxToaIiE6pN1lQ02QBwESmg9/+9rf4zW9+g5MnT3oiHuqjLFfBL+tkiIjolML29WMSI7QI0/S5ksRv9PmdvfbaaygoKEBSUhJSU1MRFtaxgGjXrl1uC47OLCvJgI92sUeGiIg6Cob6GKAficzVV1/tgTCov5xbFbBHhoiIThcM9TFAPxKZvm4gSZ41un2rgoqGVtQ2mREdrpE5IiIi8gXOxfCGB3iPTL+W+auvr8df//pXPPnkk65amV27dqGsrMytwdGZhWtCMDTGMbzHhfGIiMjpVI9M4K4hA/Qjkdm7dy9GjRqF559/Hi+++CLq6+sBAP/5z3/w5JNPujs+6gXnBpLcqoCIiACg1Wpz7cM3IsCHlvqcyDz88MO49dZbceTIEWi1Wtfjl112GTZv3uzW4Kh3TtXJsEeGiIiAY7Um2AWg14YgVh/YJQd9TmR++OEH3HXXXZ0eHzx4MCorK90SFPWNs0cmn1sVEBEROhb6Bvqq731OZDQaDYzGzn/5Hz58GLGxsW4JivrGuZZMca0Jja1WmaMhIiK5FQTJ1GugH4nMVVddhaeffhpWq+MXpiRJKCkpweOPP4558+a5PUA6s6gwNQZHhgJw7LtERETBLVimXgP9SGReeuklNDU1IS4uDi0tLTj//PMxYsQI6PV6PPvss56IkXphtKvgl4kMEVGwC6YemT6vIxMREYHc3Fxs3boVP/74I5qamjB+/HjMnDnTE/FRL2UnRSB3fxUXxiMiCnJ2u8DR9u0JAn3qNdCPRGblypW4/vrrMXXqVEydOtX1uMViwfvvv49bbrnFrQFS72QPdhb8skeGiCiYlTe0oMVqg0opISVKJ3c4HtfnoaXbbrsNDQ2d/+pvbGzEbbfd5pagqO+cBb8FJ5rQauXu5EREwcq5WWRadBhClP1a99av9PkdCiG6nMpVWlqKiIgItwRFfRdv0CAmXA2bXeBABXtliIiClWtrgiAo9AX6MLR09tlnQ5IkSJKEiy++GCEhp15qs9lQVFSEOXPmeCRIOjNJkpCVFIFNh08gv9yIs1MGyR0SERHJwDljKRgKfYE+JDLOXa/37NmD2bNnIzz81AekVquRlpbG6dcyy0oytCcyLPglIgpWha7NIgO/0BfoQyLj3PU6LS0N119/fYftCcg3cKsCIiJy9cjE6mWOxDv6XCOzcOFCtLa2cvdrH5TdXvB7sKIRVptd5miIiMjb6k0W1DRZAADDgmDqNdCP6dd79+7FzJkzERERgeLiYtxxxx2IiorCf/7zH5SUlGDlypWeiJN6ITkqFHptCBpb23Ckqsm1SB4REQUHZ29MUoQWYZo+/4r3S33ukXnooYe4+7WPchT8tq8nwzoZIqKgc6zWBABIjQ6O3higH4nMjh07uPu1D3MOL7FOhogo+JTVtQAAhgwKlTkS7+Hu1wEmazB7ZIiIglWpK5EJ/BV9nbj7dYA5vUfGbhcyR0NERN5UVu9IZAazR6Z73P3atw2LDYdWpYDJYkNRbbPc4RARkReV1jlqZIJpaKnfu19v2bIFe/fu5e7XPkapkJCZaMDuknrklxuDZolqIqJgZ7cLlNe3AgAGRwZPItPv3aSmTZuGe++9F4899li/k5icnBzXtgfOW0ZGRodjvv32W1x00UUICwuDwWDAjBkz0NLS0t+wg4JreKmMdTJERMHiRJMZFpsdSoWExIjgWbS2X5PMf/jhB3z99deorq6G3d5x4bWXX365T+fKysrC+vXrTwV02h5O3377LebMmYMnn3wSf/7znxESEoIff/wRCkXg7+Y5ENntBb95LPglIgoazkLfBIM2KHa9dupzIrN06VL87ne/Q3p6OuLj4zvshN3VrthnDCAkBAkJCV0+99BDD+GBBx7AE0884XosPT29z9cINlmnFfx2t1s5EREFFmd9TDAV+gL9SGReeeUV/P3vf8ett97qlgCOHDmCpKQkaLVaTJ48GcuWLUNKSgqqq6vx3Xff4aabbsKUKVNQWFiIjIwMPPvss5g2bVq35zObzTCbza77zqniVqvVNdPKHZzncuc53SUtSguVUkK9yYpjNY1BNVbq5MvtE+zYNr6LbeO7etM2x9sneCQZNAHRhr19D5IQok9zdBMTE7F582aMHDmyX4Gdbs2aNWhqakJ6ejoqKiqwZMkSlJWVIS8vD/n5+Zg8eTKioqLw4osv4qyzzsLKlSvxxhtvIC8vr9vr5+TkYMmSJZ0eX7VqFXS64JlX/8e9SpQ2S/jFKBvGRXMaNhFRoPv3UQW2VSkwe7Adl6X4/357JpMJN954IxoaGmAwdL/lTp8TmRdeeAHl5eVYvnz5QGPspL6+HqmpqXj55ZeRmZmJqVOn4sknn8TSpUtdx4wdOxaXX345li1b1uU5uuqRSU5ORk1NTY8fRF9ZrVbk5ubikksugUqlctt53eU3n+Tjg51luO+CYXjw4hFyh+N1vt4+wYxt47vYNr6rN21z+8qd2HykFkuvHo3rJgzxcoTuZzQaERMTc8ZEps9DS4sWLcLll1+O4cOHY/To0Z0+0P/85z99j7ZdZGQkRo0ahYKCAlx00UUAgNGjR3c4JjMzEyUlJd2eQ6PRQKPRdHpcpVJ55BvTU+cdqDFDIvHBzjIcqGzyyfi8xVfbh9g2voxt47t6apvyBscf8akx+oBov96+hz6XNT/wwAP4+uuvMWrUKERHRyMiIqLDbSCamppQWFiIxMREpKWlISkpCYcOHepwzOHDh5Gamjqg6wQDZ8FvHqdgExEFPCHEqWLfIKuL7HOPzLvvvouPPvoIl19++YAvvmjRIlx55ZVITU1FeXk5Fi9eDKVSiQULFkCSJDz66KNYvHgxxo0bh7POOgvvvvsuDh48iA8//HDA1w50mYl6KCSgutGM6sZWxOmDZ00BIqJgc7LZglaroy4mMTK4ft73OZGJiorC8OHD3XLx0tJSLFiwALW1tYiNjcW0adOwfft21+aTDz74IFpbW/HQQw/h5MmTGDduHHJzc912/UCmU4dgWGw4CqqbkF9uRFx6cH1hExEFE+caMvEGDTQhSpmj8a4+JzI5OTlYvHgxVqxYMeBZQO+///4Zj3niiSc6rCNDvZedZHAkMmUNuDA9Tu5wiIjIQ1ybRQbZsBLQj0Tm1VdfRWFhIeLj45GWltapGGfXrl1uC44GJntwBD7ZU478cqPcoRARkQed2iwyeJYZcepzInP11Vd7IAzyhNFJjulq+1jwS0QU0Mrah5aCbVVfoB+JzOLFiz0RB3mAc+ZSaV0LGkxWROj8fzoeERF15qyRGRKEiUzw7CoVhCJCVUiJcnQz5nMDSSKigBXMNTK9SmSioqJQU1PT65OmpKTg2LFj/Q6K3CerfXiJdTJERIHJsYaMs0eGNTJdqq+vx5o1a3q94F1tbS1sNtuAAiP3yB4cgTV5lchjjwwRUUAytrShydwGIDh7ZHpdI7Nw4UJPxkEe4iz45Qq/RESB6Xj7jKWYcDVC1cG1hgzQy0TGbvf/XTSDVXZ7we/RmmaYLG3Qqftc301ERD4smOtjABb7BrxYvQbxBg2EAA5UsE6GiCjQBHN9DMBEJiic2kCSiQwRUaAJ5jVkACYyQSHbNXOJdTJERIHm1Kq+TGQoQGUNZo8MEVGgYo0MBTznWjKHqxphbuO0eCKiQMIamT666KKLsGTJkk6P19XV4aKLLnJLUORegyNDEalToc0ucKSqSe5wiIjITRpbrWhosQJgjUyvbdy4Ea+99hquvvpqNDc3ux63WCzYtGmTW4Mj95AkyTUNm+vJEBEFDuewUkSoCuGa4Fxeo19DS+vXr0dlZSXOO+88FBcXuzkk8gTn8BJX+CUiChxlQbxZpFO/EpnExERs2rQJY8aMwbnnnouNGze6OSxyN2fBL/dcIiIKHM76mGAt9AX6kchIkgQA0Gg0WLVqFX79619jzpw5eOONN9weHLmPcwr2gQoj2mxcqZmIKBA4h5aCtdAX6MNeS05CiA73f/e73yEzM5N7Mfm4tOgwhKmVaLbYcLSmGaPi9XKHREREA+RcQyZYC32BfiQyRUVFiI2N7fDYvHnzkJGRgR07drgtMHIvhULC6CQDfiiuQ15ZAxMZIqIAwBqZfgwtpaamuoaXTpeVlcVeGR/n3KqAdTJERP7P3GZDQbVjSY2UqOAdWuKCeEHENXOJU7CJiPzetoJaNFtsiNNrkB7EvexMZIJIdvvMpf3lRtjt4gxHExGRL1ubVwkAmJ2VAIWi80hJsGAiE0RGxIVDHaJAo7kNx9sLxIiIyP+02ezIPVAFAJiTnSBzNPJiIhNEVEoFMhIc3Y/cQJKIyH/tOFaHk80WROpUmDg0Su5wZMVEJsg462TyucIvEZHfcg4rXZwRD5UyuH+VB/e7D0IZCad2wiYiIv8jhMCX+Y5EJtiHlQAmMkEnvX1o6WAlExkiIn+0t7QBFQ2t0KmVmD4yRu5wZMdEJsg4p+iV1rWgydwmczRERNRXzt6YC9PjoFUpZY5GfkxkgsygMDXi9BoAHF4iIvI3QohT0645rASAiUxQcg4vHebwEhGRXyk40YyjNc1QKxW4MD32zC8IAkxkgpBzeIl1MkRE/mXd/moAwNQR0dBrVTJH4xuYyAShUc4eGQ4tERH5FS6C1xkTmSDkXBTvEHtkiIj8Rm0rkF/eCIUEzMyMlzscn8FEJgiNjNNDkoDaZgtqmsxyh0NERGew41gdVhx2zFA6Ny0K0eEamSPyHbImMjk5OZAkqcMtIyPD9fwFF1zQ6fm7775bxogDQ6haidT2Ld/ZK0NE5LuOnmjCnSt3YMFff8DxZgk6tRIPXDxS7rB8SojcAWRlZWH9+vWu+yEhHUO644478PTTT7vu63Q6r8UWyNIT9CiuNeFgZSOmjuCCSkREvuZPuYfx+tcFaLMLKCTgvFg7Xrz1fCRFhcsdmk+RPZEJCQlBQkL3RUs6na7H56l/0uP1+DK/ilOwiYh8UHFNM1756ggA4OKMODxyyQgc2bEZsXoOKf2U7InMkSNHkJSUBK1Wi8mTJ2PZsmVISUlxPf+vf/0L//znP5GQkIArr7wSTz31VI+9MmazGWbzqboPo9Gxy7PVaoXVanVb3M5zufOc3jQi1vEZHqhs8Nv30BN/b59AxrbxXWwb37GjuBYAcHZyBN666SxYrVYcQXC1TW/fqySEEB6OpVtr1qxBU1MT0tPTUVFRgSVLlqCsrAx5eXnQ6/V4++23kZqaiqSkJOzduxePP/44Jk6ciP/85z/dnjMnJwdLlizp9PiqVas4LHWaqhZg6Z4QqBUCz0+0QSHJHRERETl9VKTA5koFzk+049o0u9zhyMJkMuHGG29EQ0MDDAZDt8fJmsj8VH19PVJTU/Hyyy/j9ttv7/T8hg0bcPHFF6OgoADDhw/v8hxd9cgkJyejpqamxw+ir6xWK3Jzc3HJJZdApfK/RYnabHaMe2YDLG12fPXQNKREBVaS5+/tE8jYNr6LbeM7fvaX7/BjaQNevm4MrhybGJRtYzQaERMTc8ZERvahpdNFRkZi1KhRKCgo6PL5SZMmAUCPiYxGo4FG03kMUaVSeaTxPXVeT1OpgBGx4dhfYcTR2lYMj4+QOySP8Nf2CQZsG9/FtpGXpc2OAxWO+sUJadEd2iKY2qa379On1pFpampCYWEhEhMTu3x+z549ANDt89Q36a6F8YwyR0JERE4HK42w2OyI1KkCrrfcE2TtkVm0aBGuvPJKpKamory8HIsXL4ZSqcSCBQtQWFiIVatW4bLLLkN0dDT27t2Lhx56CDNmzMDYsWPlDDtguBKZqiaZIyEiIqcfj9cDAMYNiYQksYDxTGRNZEpLS7FgwQLU1tYiNjYW06ZNw/bt2xEbG4vW1lasX78ey5cvR3NzM5KTkzFv3jz87ne/kzPkgOLcPJI9MkREvmPP8QYAwLjkSHkD8ROyJjLvv/9+t88lJydj06ZNXowm+Dh7ZI6eaIalzQ51iE+NNBIRBaUfS+sBAGclB2btorvxN1cQS4zQQq8NQZtd4GgNh5eIiORmbLWi8ITj5/G4IZHyBuMnmMgEMUmSThte4gq/RERyyyttgBBAclQoN4bsJSYyQe7UzCUmMkREctvTPqzE3pjeYyIT5JyJzOEqJjJERHJzzlg6i4W+vcZEJsg5h5YOskeGiEh2e5xTr5nI9BoTmSDn7JEprWtBk7lN5miIiIJXZUMrqoxmKBUSspLct6VOoGMiE+QidWrEtW8LX1DNmUtERHJx9saMitdDp/apHYR8GhMZwsj4cADAEdbJEBHJhuvH9A8TGcLIOMfwEntkiIjkc/rWBNR7TGTI1SPDmUtERPKw2wX2lnJrgv5gIkOuHpkj7JEhIpLF0ZomNJnbEKpSYmRcuNzh+BUmMuT6pimta4HJwplLRETe5twocsyQCIQo+au5L/hpEQaFqRETrgYAFFY3yxwNEVHw4UJ4/cdEhgAAI9p7ZY5Us06GiMjb8sodPTLZgzljqa+YyBAA1skQEcnFbheu/e5GJ+pljsb/MJEhAKevJcNEhojIm47XmWCy2KAOUSAtOkzucPwOExkCwKElIiK5HKhw/NwdFR/OQt9+4BrIBODU0FLJSRNarTZoVUqZIyLqO6vNju+LTkKpkBCpUyEyVI1InYpfz+TTnMNKGQncX6k/mMgQACAm3PEDv95kReGJJmQlseCM/M9bGwvxUu7hTo9rQhSuxCZCp0JEqArhmhBoVUro1EqEqpQI/cm/WpUS41MjEafXyvBOKJgcrDQCADISWB/TH0xkCAAgSRJGxenxffFJFFQzkSH/I4TAx3vKAACJEVpY2uyob7HCZhcwt9lRZTSjymju0zlTo3XY9OiFngiXyOVge49MZiJ7ZPqDiQy5jIgPx/fFJ1nwS36poLoJR080Q61UYN1DM6DXqiCEQJO5DfUmKxparKg3WVHfYkG9yYoWiw0miw0tVhtarTaYLG1osdrRYnHc31JQg2O1JpxstiAqTC3326MAZbK0objWsX4Xe2T6h4kMuYxkwS/5sTV5lQCAaSNjoNeqADh6GvVaFfRaFZL7eL6pz21AWX0Ljp5oQlRYlJujJXI4XNUEIYCYcA2iwzVyh+OXWB5NLq61ZNgjQ37ImcjMyU5wy/mGxTqmwR49wdWuyXMOVjjqYzK5fky/MZEhF+daMsW1zTC32WSOhqj3jtU240CFEUqFhEsy491yzmExjkSm8AQTe/Kcg64ZS0xk+ouJDLnE6TXQa0NgF0BRDf8KJf+xtr035rxhURjkpnqW4e1DrYXskSEPOlDhnLHEQt/+YiJDLpIknaqT4fAS+ZFTw0qJbjvnsBjH98LRGn4vkGcIIU71yHBoqd+YyFAH3HOJ/E1FQwv2HK+HJAGzR7tnWAk4VSNTUmuC1WZ323mJnCqNrWhosUKpkFyrq1PfMZGhDpx1MgWcuUR+4sv23pgJKYMQZ3Df4nUJBi10aiXa7AIlJ01uOy+R08H2rQmGx4ZBE8LVp/uLiQx14Pyr4DCHlshPrM1372wlJ4VCwtAYzlwizzlQyfoYd2AiQx2MincMLRXXNMPSxu508m21TWZ8X3QSADA7y72JDAAMi3UW/DKxJ/c7xPoYt2AiQx0kRmgR1t6dfqyWf4WSb1u3vwp2AWQPNiA5Suf28w93rSXDRIbczzm0xKnXA8NEhjqQJAkj4lnwS/7BOe36UjfOVjqds0eGQ0vkbuY2m6unj0NLA8NEhjrhFGzyB42tVmwrrAHg/voYJy6KR55SWN2MNruAQRuCxAjusD4QTGSoE2cic5gzl8iHHa5qgtUmkGDQYnisZ6auOqdg15msqGu2eOQaFJwOOgt9Ew2QJEnmaPwbExnqxDUFmz0y5MOcNVzOmUWeoFOHIKn9r2UujEfu5FwIL5P1MQMmayKTk5MDSZI63DIyMjodJ4TApZdeCkmS8Mknn3g/0CDjXBTvaE0T2rgQGPmo4lrH2i5pMe4v8j2da6uCatbJkPu4tiZIZH3MQMneI5OVlYWKigrXbcuWLZ2OWb58ObvevGhwZChCVUpYbQLHuBAY+Shnj0xqtOd6ZIDT6mTYI0NuxM0i3SdE9gBCQpCQ0H2h3p49e/DSSy9hx44dSEz0zMwE6kjRvlz2vrIGHKlq9Fj9AdFAHHP2yER7tkeGM5fI3WqazDjRaIYknVq7i/pP9kTmyJEjSEpKglarxeTJk7Fs2TKkpKQAAEwmE2688Ua8/vrrPSY7pzObzTCbza77RqOj+85qtcJqtbotbue53HlOXzI8Rod9ZQ04WGHExekxcofTZ4HePv7MXW3j7JFJMmg82s6pUY4amcLqxoD/euL3jXfkl9YBAJIHhUKtEL36vIOxbXr7XiUhhPBwLN1as2YNmpqakJ6ejoqKCixZsgRlZWXIy8uDXq/HXXfdBZvNhr/+9a+OYCUJH3/8Ma6++upuz5mTk4MlS5Z0enzVqlXQ6Tz7l1sgWV8m4dMSJcZH27FwFOtkyLeY2oAnf3D8HfbCxDZoPLhNTZ0ZyNkVAoUk8OJEG5SyD8iTv3P+fD0ryo7b0vnztTvOzoyGhgYYDN3XEsnaI3PppZe6/j927FhMmjQJqampWL16NWJjY7Fhwwbs3r27T+d88skn8fDDD7vuG41GJCcnY9asWT1+EH1ltVqRm5uLSy65BCqVym3n9RWag9X49F97YAox4LLLpsgdTp8Fevv4M3e0zb6yBuCH7xAbrsY1V85yc4Qd2e0Cz+/7Ci1WO7LPO9+js6Tkxu8b7/jivT0AqnHJOem4bPrQXr0mGNvGOaJyJrIPLZ0uMjISo0aNQkFBAfbt24fCwkJERkZ2OGbevHmYPn06Nm7c2OU5NBoNNBpNp8dVKpVHGt9T55VbZlIkAOBorQmSQokQP/0zNFDbJxAMpG1KGxxruqTFhHmlfYfFhiO/3IhjdWaMSoz0+PXkxu8bz8ordxT6np0a1efPOZjaprfv06d+OzU1NaGwsBCJiYl44oknsHfvXuzZs8d1A4A//elPWLFihbyBBoEhg3TQqhSwtNlxvK5F7nCIOijx0owlp1MFv5y5RANT02RGWX0LJAkYMzhC7nACgqw9MosWLcKVV16J1NRUlJeXY/HixVAqlViwYAFiY2O7LPBNSUnB0KG964qj/lMqJAxv/yv0cFVjQHenk/9xriGT6oGNIrvCrQrIXfaW1gNwfE3ptcHRs+JpsvbIlJaWYsGCBUhPT8f8+fMRHR2N7du3IzY2Vs6wqJ1zq4ICbh5JPsa1hoyXEmznonicgk0D9ePxBgDAuCGR8gYSQGTtkXn//ff7dLyME6yC0kjnLthV3HOJfEuxl9aQcXL2yBytYSJDA+PskRk7hMNK7uJTNTLkW1ybR3LPJfIhzeY2nGh0rBWVGuWtGhnHdU42W7h5JPWbEAJ7Sx09MmOTI+UNJoAwkaFuOXtkCk80wWZnbxj5BueKvoN0KkTovFNjwM0jyR3K6ltQ22xBiELCaO6x5DZMZKhbKVE6qEMUMLfZUVrHPZfIN5Sc9O6MJSfnzKVC1slQPzl7Y9IT9NCqPLiKY5BhIkPdcs5cAoAjHF4iH+GaseSl+hin4e3DS/vafxkR9dWPrvqYSFnjCDRMZKhHrjqZahb8km/w1q7XP3VhRhwA4JM9ZTBZ2rx6bQoMe10zlljo605MZKhHo+Lbp2CzR4Z8RHGNd2csOc0YGYu0aB0aW9vwye5yr16b/J/dLpBX1l7oyx4Zt2IiQz0aEdc+BZtryZCPkKtHRqGQcPPkNADAym+LuRwE9cnRmmY0mtugVSlcfyCSezCRoR6NjD+1KJ6dM5dIZq1WGyqMrQC83yMDAD+bMAShKiUOVjbi+6KTXr8++S/n+jFZSRF+u3edr+KnST1KjdJBrVSgxWpDWT33XCJ5ldaZIAQQrglBVJja69ePCFXh6rMHAwBWbj/m9euT/3KtH8P6GLdjIkM9ClEqXIuBHWHBL8nMWR+TGq2DJEmyxHDL5FQAwJd5lahsaJUlBvI/zhlL3JrA/ZjI0BmN4Aq/5COK2+tj0rxcH3O6zEQDJqZFoc0usOr7EtniIP9htdmxv9wIgD0ynsBEhs5olGvPJSYyJK9jMq0h81O3THH0yqz6rgSWNrussZDvO1TZCHObHXptiKxJeKBiIkNndGoXbA4t+ZuTzRbsPFYXMOue+EKPDADMzkpAnF6DmiYz1uZXyhoL+b59ZafqYxQKeYZEA5msu1+Tf3DOXDrSPnOJ34i+qa7Zgn1lDY5bqeNfZ4H2teMH4+X5Z8kboBuUnHT0yKTI3COjUipw46QULF9/BG9tLIQQAmHqEIRpQhCuCUGYRolwTQh0mhDoVEp+zwS5vVzR16OYyNAZpUaHQaWUYLLYUN7QgiGD5P0lEqx+KD6JH4/Xd3isxWLD/goj9pY29Dir7NvCWg9H53lWmx2ldY73KHePDADcODEFr20owP4KI379/p5uj5MkQKdSIkwT0n5TIkztTHicyY8Sug6PKU/9X93xfigTI79iswvXVH2u6OsZTGTojFRKBYbFhONQVSO+PljtWhSMvKPeZMF3RSdx1z92nvHYoTFhyB4cgTGDDcgeHIG06DBMeW4DKhpaUddswSAZpiy7S1ldC2x2Aa1KgTi9Ru5wEGfQ4vl5Y7EmrxImSxuazW1oMreh2WxDs7kNzZY22AUgBNBssaHZYgMazQO+7umJUZeJj/Px9gQoTBMCnfrU8z99TahKKdsMsGDw2oYCFJ5ohk6txMSh0XKHE5CYyFCvzD83GX/4bD+eX3sIF2XGY3BkqNwhBaQGk9U1PJRX1oC9ZfU4frJjT8s17euYAI6NPUfFhyN7cASyB0fAoFV1OmdKlA4lJ004UGHElBExHn8PnuKsj0mNCvOZHol5E4Zg3oQhXT4nhECr1d6e3LS5/jVZbD95zAaTpe20x2ztx3VMjJosbRA/SYyq3ZAYKSS4hsV0aiWsLUq8V/kDwrVqhGuU0GtVMISGOP7VqqDXhsAQ2v6vNqT9MRW0KgUTop/YfrQWr3x1GADw7DXZsqx9FAyYyFCv3DolDV/sq8DOY3V44qO9WPmLifyhNUANJivyyhuwt9SRtOwra3DVgPxUWrQO2YMjcN05yTh/VGyfrpOZqEfJSRP2+3ki4yszlnpLkiSEqpUIVSsR64YeJCEEWqyOJMhkPpUMNVscyY/p9B6h0xKjn/YUNZ2WTAGAXQCN5jY0mp0F4RKOF9X1OT6VUoK+PdGJCFW5bpE6FSJD1V0mQ5Htz+u1Kih9JDl1l5PNFvz6/d2wC8eK0Nec3XXCSwPHRIZ6RamQ8MefjcWlr3yDb47U4L3vj+PGSSlyh+XzhBA42WxBUU0zjtY04+iJZhTVNOFARWO3SUtqe9IyZnAExg6OQNbgCESEdu5p6a3RiRH4Mr8K+yuM/T7HQOw8VofC6iZIkuPrSNjt2FcjQV9Qgxh9KCJD1YjQqRCqUsIuBOxCwGYXsAugzWZHm13AarMjv9wx8yMtRv76GDlIkgSdOgQ6dQigH/j57HZHYnR6otNgasWmbd9h9Jiz0GoDmlrb0NhqhbG1DcZWK4wtjvuN7fcb25+3C8Bqc3ytn2y29OO9AQatM+lRIVKnRqTOkQg5E5/TkyRnchShU0GvCfGZHjonIQQWffAjqoxmDI8Nw9Nzs+QOKaAxkaFeGxYbjkdnp+OZzw/g2c/3Y8aomKAt/LXa7DjRaEZ1oxknGs2oaTKjpv3f6kYzqoytqG5/vqd1RlKidBjTPiw0dkgEspMiEKHrf9LSlcxEx2+9AxXenz5fbWzF/L98C1unfbqUeOfIrn6dMyUqOL/m3E2hkFw1NXHtj1mtOtQeELhsbCJUqt59HQoh0GyxORKe9kSnocWKepMV9S1WNJgsqG+xwtjiTHycSZHjuGaLDUIADe33+7rxg1IhIV6vwZAoHVKidEgepMPQ2DDMGBmDSJ37hnIaW634Mr8Ke0vrYdCqEBWmRnS4GoN0asSEaxBv0GCQTg2FQsLfthRhw8FqqEMUeO3G8Y7kkzyGny71yW1Th+LL/Er8UFyHxz/ai3/ePilghpjsdoE6kwUnmsyoabQ4kpMmc4f71Y1mVBtbUduHvzolCUiKCMWw2DAMiwnD0JgwjIjTI3uwwa0/aLuTmWgA4FgHyNJmhzrEe8tHFZ5ohs0uEK4JwTlpg2CzC9jsdlSfqEWIzgBji+OXncli6/YcSoWEEIUElVKBeIMGF2XEdXsseZ8kSQhvLyJO7MekHEubvT3xsXRIgOpNFtSbrB16gIytba4EqN5kRYvVBptdoLyhFeUNrR028lQqJEweFo3Z2QmYPToecQZtn2Nrtdqw8dAJ/O/HMqw/UH3GxQ9DFBLi9BpX7dLvrxjt+v4jz2EiQ33iGGIahzmvbMbWglq8tqEAv5w+DKFqpdyhnZHJ0objJ1tQctKEsjoTyupbUF7fitL6FlTUt6C22dJFz0H3VEoJMeEaxOo1jn/DNYjRqxGn1yJOr0GcQYt4g+N5TYh8n8+QQaHQa0PQ2NqGguomjE7y3g/W8vYp4WclR+Kd2yYCAKxWK7744gtcdtlk11/95jYbWq12KBUSFBKgkCQoJEcC42vDBuRe6hAFYvWaftURtVptqDdZUVbfgtI6E46fNKHkpAl7SxtwsLIRWwpqsKWgBr//bx6GxoQhKSIUiRFaJEZokRARiniDBvEGx/drdLgGLVYbdpfUYUdxHXYeq8PukjrHbLN2w2PDcFFGHMxtdtcw2slm5x89FrS1J1UAcPmYRNzE4XevYCJDfZYWE4bHZmfg6c/246Xcw3hjYyEuyojDZWMScWFGrGzdqM56lOJaE45WG7H+uALrP9iL43WtKK0zoaapd70og3QqV3Liuukd3cdx+lM/+JzdyL5OkiRkJhrwfdFJHKgwypLIJEX2/NewJkQpa7JH/kmrUiIhQomECC0mpA7q8FxRTTO+zK/E2rxK7Dlej6MnHDVq3XF+K//0b5nECC2uGpeEq85KwuhEQ7c90JY2O2qaHMPKja1tOG9YdMD0Vvs6JjLUL7dOSUOL1Yb3vi9BaV0LPt9Xgc/3VUAdosDw2HDXEMqwWMe/adFhiNSp3PKN3WKxobi22VFAe6LptCLaZjS0WE87UgGUdlw+PiJUheSoUAyJ1GHwoFAMjgzF4EGhSIoIRZxBg6gwNVTKwNu5Y/RpiYw3lTc4ExlO1yfvGhoThrvPH467zx+OKmMrCqubUNHQikpjKyoaWlBR3+qqZ6tpMrsSmCGDQnFO6iBMSIvCOamDkB6v79UfLOoQBZIiQ/m1LgMmMtQvCoWE+y4cgXsvGI68MiM+31eBL/ZVuNYr6eoXpkEbgrSYMKRGhyEtWuf6NyVah9hwjSvJsdsFbEKgsqG1PUlpak9aHMlKTyvYOutRUqJCITXVYNrZ6Rgao0dylA7JUboBzf7xZ6Pbx+m9PXOprN7Rzc4f7iSneIMW8T3UyNjsArVNZkAC4vR9r6UheTGRoQGRJAljhkRgzJAIPD4nHcdqTTha0+Toxm1PQoprTKg0tsLY2oa9pY51U35KqZAghOjUrdudiFCVq8dneGy46/9p0WHQqpSn6jCmDe317ItA5iw4PFBhhBDCa13ezqElLqBIvkypkPpVDEy+gYkMuY0kSUiLCUNaTBguyuj4XIvFhuN1JhTXNKO4thnHak04VmtCca2jh6WrIlu1UoHUaF378JRjuGpYbBiGxYZjkJuGqYLFyPhwKBUS6kxWVBnNSIjw/A9tIcRpNTJMZIjIM5jIkFeEqpUYFa/HqPjOK3mZ22yoa7Y6ZqsopPYZKwjI1T7lolUpMTw2DIermrC/osEriUzDadOqE71wPSIKToFX1Uh+RxPimHUQZ9AiJtxRcBupUzOJcbNTw0veWRjPWcsUE66GVsUZSUTkGUxkiIJEppcLfstZ6EtEXsBEhihIOGcuHSj3ViLTXh8TwUSGiDyHiQxRkHD2yBTVNsNkaTvD0QPHQl8i8gYmMkRBwrlasRDAoUrP18mU9XJVXyKigWAiQxREnNsTeKNOhmvIEJE3MJEhCiKZiY7p797YqqCMQ0tE5AWyJjI5OTmQJKnDLSPj1Epqd911F4YPH47Q0FDExsZi7ty5OHjwoIwRE/m30V6agm1ps6O60QyAiQwReZbsPTJZWVmoqKhw3bZs2eJ6bsKECVixYgUOHDiAL7/8EkIIzJo1CzabrYczElF3Rp+2VYG9t/tB9EOVsRVCODbSiw5Te+w6RESyr+wbEhKChISELp+78847Xf9PS0vDM888g3HjxqG4uBjDhw/3VohEAWNoTBjUIQqYLDaUnDQhLSbMI9dxDStFaHu1czARUX/J3iNz5MgRJCUlYdiwYbjppptQUlLS5XHNzc1YsWIFhg4diuTkZC9HSRQYQpQKZCQ46mT2lnXevNNdOPWaiLxF1h6ZSZMm4Z133kF6ejoqKiqwZMkSTJ8+HXl5edDrHT9s33jjDTz22GNobm5Geno6cnNzoVZ331VtNpthNptd941GR1Gj1WqF1Wp1W+zOc7nznOQ+bJ/unZMSib2lDfjmcDUuHR3rkWscr20GACQYNJ3agG3ju9g2visY26a371USQnhuoLyP6uvrkZqaipdffhm33347AKChoQHV1dWoqKjAiy++iLKyMmzduhVabddrU+Tk5GDJkiWdHl+1ahV0Op1H4yfyBwfqJbx1QIlItUDOeBs8sYn4vwsV2FatwOwhdlyWbHf/BYgo4JlMJtx4441oaGiAwWDo9jifSmQA4Nxzz8XMmTOxbNmyTs9ZLBYMGjQIf/3rX7FgwYIuX99Vj0xycjJqamp6/CD6ymq1Ijc3F5dccglUKpXbzkvuwfbpXqvVhglLv4alzY41v5qCEXHhbr/G7St3YvORWiy9ejSumzCkw3NsG9/FtvFdwdg2RqMRMTExZ0xkZC/2PV1TUxMKCwtx8803d/m8EAJCiA6Jyk9pNBpoNJpOj6tUKo80vqfOS+7B9ulMpVJh0tAofHOkBtuK6pE5eJDbr1HR4PgeTY4O7/bzZ9v4LraN7wqmtunt+5S12HfRokXYtGkTiouLsW3bNlxzzTVQKpVYsGABjh49imXLlmHnzp0oKSnBtm3bcN111yE0NBSXXXaZnGET+b0ZIx21MZsPn3D7uYUQLPYlIq+RtUemtLQUCxYsQG1tLWJjYzFt2jRs374dsbGxsFqt+Oabb7B8+XLU1dUhPj4eM2bMwLZt2xAXFydn2ER+b/qoGOAL4LuiWrRabdCqlG47t7GlDc0Wx1pP3PmaiDxN1kTm/fff7/a5pKQkfPHFF16Mhih4pMfrEafXoLrRjB3FdZg2MsZt53auIRMVpkao2n0JEhFRV2RfR4aIvE+SJExvH1765oh7h5fKues1EXkRExmiIDVjlKMXZpOb62TKG5yr+nJYiYg8j4kMUZCaNiIGkgQcrGxEtbHVbeflrtdE5E1MZIiCVHS4BtlJEQCAb47UuO285fWOpGgwExki8gImMkRBbHp7ka8762Q49ZqIvImJDFEQmzHKWfBbA7vdPYt8s9iXiLyJiQxREBufMghhaiVqmy3YX2Ec8PmsNjuqjBxaIiLvYSJDFMTUIQpMHh4NANjshuGlKmMr7AJQKSXEhHfeKoSIyN2YyBAFOefw0gc7SrHy22LsKqlDq9XW5/PY7XbsOlgEAIgNCwHgU/vRElGA8qlNI4nI+y4YFQeFlI+immb8/r/5AAClQsLIuHCMTx2Ec1IH4ZzUKCRHhUKSpC7PceDAAaxduxa7T4YAGAZ7Uy1eeeUVzJkzB5mZmV58N0QUbJjIEAW5lGgdVt81GZsPn8C+sgbsK2tATZMFBysbcbCyEau+KwEAxOo1mJAyCGOGRCB7cATGDI5AVJgaBw4cwOrVqwEAzSIBABAmWWA0GrF69WrMnz+fyQwReQwTGSLCOWlROCctCoBj9+pKYyt+PF6PncfqsONYHfLKGnCi0Yy1+ZVYm1/pet3gyFCoTCcQZhsCg8KMans4ACBcsriOWbt2LdLT06FQcCSbiNyPiQwRdSBJEhIjQpEYEYo52YkAgFarDXtLG/Dj8XrsLWtAXlkDimqa21fxDXfcTiurCTstkTEajSgpKUFaWppX3wcRBQcmMkR0RlqVEhOHRmHi0CjXYw0tVny+dQ8+3fQDjHYNGoQWDcKxdsxgRUOH1zc2Nno1XiIKHkxkiKhfIkJVmDIiFke2nnnatl6v90JERBSMOGhNRP2WkpICg8HQ4zEGgwEpKSleioiIgg0TGSLqN4VCgTlz5vR4zJw5c1joS0Qew58uRDQgmZmZmD9/fqeeGYPBwKnXRORxrJEhogHLzMxEeno6SkpK0NjYCL1ej5SUFPbEEJHHMZEhIrdQKBScYk1EXsc/l4iIiMhvMZEhIiIiv8VEhoiIiPwWExkiIiLyW0xkiIiIyG8xkSEiIiK/xUSGiIiI/BYTGSIiIvJbTGSIiIjIbwX8yr5CCACA0Wh063mtVitMJhOMRiNUKpVbz00Dx/bxXWwb38W28V3B2DbO39vO3+PdCfhEprGxEQCQnJwscyRERETUV42NjYiIiOj2eUmcKdXxc3a7HeXl5dDr9ZAkyW3nNRqNSE5OxvHjxzvt+kvyY/v4LraN72Lb+K5gbBshBBobG5GUlNTjBrQB3yOjUCgwZMgQj53fYDAEzReVP2L7+C62je9i2/iuYGubnnpinFjsS0RERH6LiQwRERH5LSYy/aTRaLB48WJoNBq5Q6EusH18F9vGd7FtfBfbpnsBX+xLREREgYs9MkREROS3mMgQERGR32IiQ0RERH6LiQwRERH5LSYy/fT6668jLS0NWq0WkyZNwvfffy93SEEnJycHkiR1uGVkZLieb21txX333Yfo6GiEh4dj3rx5qKqqkjHiwLV582ZceeWVSEpKgiRJ+OSTTzo8L4TA73//eyQmJiI0NBQzZ87EkSNHOhxz8uRJ3HTTTTAYDIiMjMTtt9+OpqYmL76LwHSmtrn11ls7fR/NmTOnwzFsG89YtmwZzj33XOj1esTFxeHqq6/GoUOHOhzTm59jJSUluPzyy6HT6RAXF4dHH30UbW1t3nwrsmIi0w///ve/8fDDD2Px4sXYtWsXxo0bh9mzZ6O6ulru0IJOVlYWKioqXLctW7a4nnvooYfw6aef4oMPPsCmTZtQXl6Oa6+9VsZoA1dzczPGjRuH119/vcvnX3jhBbz66qt466238N133yEsLAyzZ89Ga2ur65ibbroJ+fn5yM3NxWeffYbNmzfjzjvv9NZbCFhnahsAmDNnTofvo/fee6/D82wbz9i0aRPuu+8+bN++Hbm5ubBarZg1axaam5tdx5zp55jNZsPll18Oi8WCbdu24d1338U777yD3//+93K8JXkI6rOJEyeK++67z3XfZrOJpKQksWzZMhmjCj6LFy8W48aN6/K5+vp6oVKpxAcffOB67MCBAwKA+Pbbb70UYXACID7++GPXfbvdLhISEsQf//hH12P19fVCo9GI9957TwghxP79+wUA8cMPP7iOWbNmjZAkSZSVlXkt9kD307YRQoiFCxeKuXPndvsato33VFdXCwBi06ZNQoje/Rz74osvhEKhEJWVla5j3nzzTWEwGITZbPbuG5AJe2T6yGKxYOfOnZg5c6brMYVCgZkzZ+Lbb7+VMbLgdOTIESQlJWHYsGG46aabUFJSAgDYuXMnrFZrh3bKyMhASkoK28nLioqKUFlZ2aEtIiIiMGnSJFdbfPvtt4iMjMQ555zjOmbmzJlQKBT47rvvvB5zsNm4cSPi4uKQnp6Oe+65B7W1ta7n2Dbe09DQAACIiooC0LufY99++y3GjBmD+Ph41zGzZ8+G0WhEfn6+F6OXDxOZPqqpqYHNZuvwRQMA8fHxqKyslCmq4DRp0iS88847WLt2Ld58800UFRVh+vTpaGxsRGVlJdRqNSIjIzu8hu3kfc7Pu6fvmcrKSsTFxXV4PiQkBFFRUWwvD5szZw5WrlyJr776Cs8//zw2bdqESy+9FDabDQDbxlvsdjsefPBBTJ06FdnZ2QDQq59jlZWVXX5vOZ8LBgG/+zUFrksvvdT1/7Fjx2LSpElITU3F6tWrERoaKmNkRP7jhhtucP1/zJgxGDt2LIYPH46NGzfi4osvljGy4HLfffchLy+vQ50f9Q57ZPooJiYGSqWyU9V4VVUVEhISZIqKACAyMhKjRo1CQUEBEhISYLFYUF9f3+EYtpP3OT/vnr5nEhISOhXLt7W14eTJk2wvLxs2bBhiYmJQUFAAgG3jDffffz8+++wzfP311xgyZIjr8d78HEtISOjye8v5XDBgItNHarUaEyZMwFdffeV6zG6346uvvsLkyZNljIyamppQWFiIxMRETJgwASqVqkM7HTp0CCUlJWwnLxs6dCgSEhI6tIXRaMR3333naovJkyejvr4eO3fudB2zYcMG2O12TJo0yesxB7PS0lLU1tYiMTERANvGk4QQuP/++/Hxxx9jw4YNGDp0aIfne/NzbPLkydi3b1+HZDM3NxcGgwGjR4/2zhuRm9zVxv7o/fffFxqNRrzzzjti//794s477xSRkZEdqsbJ8x555BGxceNGUVRUJLZu3SpmzpwpYmJiRHV1tRBCiLvvvlukpKSIDRs2iB07dojJkyeLyZMnyxx1YGpsbBS7d+8Wu3fvFgDEyy+/LHbv3i2OHTsmhBDiueeeE5GRkeK///2v2Lt3r5g7d64YOnSoaGlpcZ1jzpw54uyzzxbfffed2LJlixg5cqRYsGCBXG8pYPTUNo2NjWLRokXi22+/FUVFRWL9+vVi/PjxYuTIkaK1tdV1DraNZ9xzzz0iIiJCbNy4UVRUVLhuJpPJdcyZfo61tbWJ7OxsMWvWLLFnzx6xdu1aERsbK5588kk53pIsmMj005///GeRkpIi1Gq1mDhxoti+fbvcIQWd66+/XiQmJgq1Wi0GDx4srr/+elFQUOB6vqWlRdx7771i0KBBQqfTiWuuuUZUVFTIGHHg+vrrrwWATreFCxcKIRxTsJ966ikRHx8vNBqNuPjii8WhQ4c6nKO2tlYsWLBAhIeHC4PBIG677TbR2Ngow7sJLD21jclkErNmzRKxsbFCpVKJ1NRUcccdd3T6o4xt4xldtQsAsWLFCtcxvfk5VlxcLC699FIRGhoqYmJixCOPPCKsVquX3418JCGE8HYvEBEREZE7sEaGiIiI/BYTGSIiIvJbTGSIiIjIbzGRISIiIr/FRIaIiIj8FhMZIiIi8ltMZIiIiMhvMZEhIo8rLi6GJEmQJAlnnXWW3OG41a233up6b5988onc4RAFHSYyROQ169ev77BvjKfceuutuPrqqz1+HQB45ZVXUFFR4ZVrEVFnIXIHQETBIzo6GtHR0XKH0WsWiwVqtbrHYyIiIhAREeGliIjop9gjQ0R9cuLECSQkJGDp0qWux7Zt2wa1Wt3n3hZnz8nSpUsRHx+PyMhIPP3002hra8Ojjz6KqKgoDBkyBCtWrOjwuuPHj2P+/PmIjIxEVFQU5s6di+LiYgBATk4O3n33Xfz3v/91Dfls3LjxjK87PZ5nn30WSUlJSE9PBwC88cYbGDlyJLRaLeLj4/Gzn/2s7x8cEXkEExki6pPY2Fj8/e9/R05ODnbs2IHGxkbcfPPNuP/++3HxxRf3+XwbNmxAeXk5Nm/ejJdffhmLFy/GFVdcgUGDBuG7777D3XffjbvuugulpaUAAKvVitmzZ0Ov1+Obb77B1q1bER4ejjlz5sBisWDRokWYP38+5syZg4qKClRUVGDKlClnfJ3TV199hUOHDiE3NxefffYZduzYgQceeABPP/00Dh06hLVr12LGjBlu+zyJaIDk3rWSiPzTvffeK0aNGiVuvPFGMWbMGNHa2trtsUVFRQKA2L17d4fHFy5cKFJTU4XNZnM9lp6eLqZPn+6639bWJsLCwsR7770nhBDiH//4h0hPTxd2u911jNlsFqGhoeLLL790nXfu3LkdrtXb18XHxwuz2ew65qOPPhIGg0EYjcYePw8A4uOPP+7xGCJyP9bIEFG/vPjii8jOzsYHH3yAnTt3QqPR9Os8WVlZUChOdQ7Hx8cjOzvbdV+pVCI6OhrV1dUAgB9//BEFBQXQ6/UdztPa2orCwsJur9Pb140ZM6ZDXcwll1yC1NRUDBs2DHPmzMGcOXNwzTXXQKfT9ev9EpF7MZEhon4pLCxEeXk57HY7iouLMWbMmH6dR6VSdbgvSVKXj9ntdgBAU1MTJkyYgH/961+dzhUbG9vtdXr7urCwsA7P6fV67Nq1Cxs3bsS6devw+9//Hjk5Ofjhhx8QGRl5xvdHRJ7FRIaI+sxiseDnP/85rr/+eqSnp+OXv/wl9u3bh7i4OI9fe/z48fj3v/+NuLg4GAyGLo9Rq9Ww2Wx9fl13QkJCMHPmTMycOROLFy9GZGQkNmzYgGuvvbbf74OI3IPFvkTUZ7/97W/R0NCAV199FY8//jhGjRqFX/ziF1659k033YSYmBjMnTsX33zzDYqKirBx40Y88MADroLgtLQ07N27F4cOHUJNTQ2sVmuvXteVzz77DK+++ir27NmDY8eOYeXKlbDb7a4ZTUQkLyYyRNQnGzduxPLly/GPf/wDBoMBCoUC//jHP/DNN9/gzTff9Pj1dTodNm/ejJSUFFx77bXIzMzE7bffjtbWVldPyx133IH09HScc845iI2NxdatW3v1uq5ERkbiP//5Dy666CJkZmbirbfewnvvvYesrCyPv1ciOjNJCCHkDoKIAltxcTGGDh2K3bt3B9wWBU6SJOHjjz/22orCROTAHhki8popU6ZgypQpcofhVnfffTfCw8PlDoMoaLFHhog8rq2tzbWCrkajQXJysrwBuVF1dTWMRiMAIDExsdOsJyLyLCYyRERE5Lc4tERERER+i4kMERER+S0mMkREROS3mMgQERGR32IiQ0RERH6LiQwRERH5LSYyRERE5LeYyBAREZHfYiJDREREfuv/AZ9ZpGmVnNItAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Turn off marker labels if it gets too crowded.\n",
    "ax = xns[\"basin_left1\", \"166.107\", \"1\"].plot(with_marker_labels=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Or turn off markers completely.\n",
    "ax = xns[\"basin_left1\", \"166.107\", \"1\"].plot(with_markers=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Creating subsets of Xns11 objects"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<mikeio1d.Xns11 (12)>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# You can create a new Xns11 object from a subset of the original collection.\n",
    "from mikeio1d import Xns11\n",
    "\n",
    "new_xns11 = Xns11(xns.sel(location_id=\"basin_left1\"))\n",
    "new_xns11"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot all cross sections part of the new collection.\n",
    "ax = new_xns11.plot(with_marker_labels=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Plotting cross sections with GeoPandas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# You can convert xsections into a GeoDataframe. Note that this requires installing GeoPandas seperately.\n",
    "gdf = xns.to_geopandas()\n",
    "gdf.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# You can use convert any subset to a GeoDataFrame.\n",
    "subset = Xns11(xns.sel(location_id=\"basin_left1\"))\n",
    "subset.to_geopandas().plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# This xns11 file has three topo ids, let's get an overview of where they are located.\n",
    "gdf = xns.to_geopandas()\n",
    "gdf.plot(column=\"topo_id\", legend=True, legend_kwds={\"title\": \"Topo\"})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "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>location_id</th>\n",
       "      <th>chainage</th>\n",
       "      <th>topo_id</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>link_basin_left</td>\n",
       "      <td>64.000</td>\n",
       "      <td>1</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>link_basin_right</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>link_basin_right</td>\n",
       "      <td>18.000</td>\n",
       "      <td>1</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>link_basin_right</td>\n",
       "      <td>80.400</td>\n",
       "      <td>1</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>river</td>\n",
       "      <td>53126.750</td>\n",
       "      <td>river</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>river</td>\n",
       "      <td>53128.000</td>\n",
       "      <td>river</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>river</td>\n",
       "      <td>54715.000</td>\n",
       "      <td>river</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>river</td>\n",
       "      <td>54800.000</td>\n",
       "      <td>river</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>river</td>\n",
       "      <td>54812.900</td>\n",
       "      <td>river</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>tributary</td>\n",
       "      <td>50.000</td>\n",
       "      <td>tributary</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>tributary</td>\n",
       "      <td>90.000</td>\n",
       "      <td>tributary</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>tributary</td>\n",
       "      <td>100.000</td>\n",
       "      <td>tributary</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>tributary</td>\n",
       "      <td>120.000</td>\n",
       "      <td>tributary</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>tributary</td>\n",
       "      <td>130.000</td>\n",
       "      <td>tributary</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>tributary</td>\n",
       "      <td>150.000</td>\n",
       "      <td>tributary</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>tributary</td>\n",
       "      <td>200.000</td>\n",
       "      <td>tributary</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>tributary</td>\n",
       "      <td>250.000</td>\n",
       "      <td>tributary</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>tributary</td>\n",
       "      <td>300.000</td>\n",
       "      <td>tributary</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>tributary</td>\n",
       "      <td>400.000</td>\n",
       "      <td>tributary</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>tributary</td>\n",
       "      <td>450.000</td>\n",
       "      <td>tributary</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>tributary</td>\n",
       "      <td>500.000</td>\n",
       "      <td>tributary</td>\n",
       "      <td>LINESTRING EMPTY</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          location_id   chainage    topo_id          geometry\n",
       "37    link_basin_left     64.000          1  LINESTRING EMPTY\n",
       "38   link_basin_right      0.000          1  LINESTRING EMPTY\n",
       "39   link_basin_right     18.000          1  LINESTRING EMPTY\n",
       "43   link_basin_right     80.400          1  LINESTRING EMPTY\n",
       "45              river  53126.750      river  LINESTRING EMPTY\n",
       "46              river  53128.000      river  LINESTRING EMPTY\n",
       "81              river  54715.000      river  LINESTRING EMPTY\n",
       "83              river  54800.000      river  LINESTRING EMPTY\n",
       "84              river  54812.900      river  LINESTRING EMPTY\n",
       "91          tributary     50.000  tributary  LINESTRING EMPTY\n",
       "92          tributary     90.000  tributary  LINESTRING EMPTY\n",
       "93          tributary    100.000  tributary  LINESTRING EMPTY\n",
       "94          tributary    120.000  tributary  LINESTRING EMPTY\n",
       "95          tributary    130.000  tributary  LINESTRING EMPTY\n",
       "96          tributary    150.000  tributary  LINESTRING EMPTY\n",
       "97          tributary    200.000  tributary  LINESTRING EMPTY\n",
       "98          tributary    250.000  tributary  LINESTRING EMPTY\n",
       "99          tributary    300.000  tributary  LINESTRING EMPTY\n",
       "100         tributary    400.000  tributary  LINESTRING EMPTY\n",
       "101         tributary    450.000  tributary  LINESTRING EMPTY\n",
       "102         tributary    500.000  tributary  LINESTRING EMPTY"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# You can check for overlapping cross sections by seeing if there's duplicate geometries.\n",
    "# Here there's no duplicates, however, we notice a number of cross sections have no coordinates.\n",
    "# This can be the case where cross section coordinates are not defined in the xns11 file. For example,\n",
    "# sometimes coordinates are excluded, then MIKE+ will estimate the coordinates based on the river geometry,\n",
    "# cross section chainage, and the river's centerline.\n",
    "gdf[gdf.geometry.duplicated()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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Qt8wZDhuxCAfzKvDB0VJObSu/6XMNVEW/NSKnpNos8wfWtPSXEGIZvHoiKSkpEIlEGj+BgYF6jx8zZozW8SKRCHFxcapjMjIyEBsbCw8PD4hEIuTm5upsKycnB+PGjYOTkxOcnZ0xevRo3L59W+s4uVyOsLAwg21ZGz4bWR0vuoGV+/J4tX+94Y7R/Amld48UI2HbSURtzDa5nArlbBDS9fEezhoyZAgqKytVP8eOHdN7bEZGhsax+fn5sLGxwYwZM1THNDU1ISoqChs3btTbTk5ODiZNmoTY2FicPn0aP/74I5YuXQqxWPvy//a3v8HHx4fvbXU4rhtZzU47habmFl1N6NWzh4PBQKWLObae5ZOhTwjpnHgPZ9na2kImk3E61t1d8xtmeno6pFKpRhCZO3cuAKCsrExvO8uXL8dzzz2H1atXq14bNGiQ1nHffPMNDh06hM8//xzffPMNp2u0JpbYyEp9N0R9e3joYs4VW1z2DWlvtPyXEPPgHUSKiorg4+MDBwcHREZGIjU1FX379uV0blpaGuLj4+Hk5MT5865fv45Tp05h9uzZGDVqFEpKShAYGIhXXnkFUVFRquN+++03JCYm4osvvoBUKuXUtlwuh1x+f4/z+vp6ztdlKebcyArQ3g2xvQsntv1Ma3hoUyIiIebDazgrIiICO3bsQGZmJrZs2YLS0lJER0ejoaHB6LmnT59Gfn4+nn76aV4XePXqVQCt8zGJiYnIzMzEsGHDEBMTg6KiIgAAYwx/+ctfsHjxYvzhD3/g3HZqaipcXFxUP76+vryurT0IzSEBgEWj/TExuLUW15e515BTUo0WBWv3womA5tJf5d7p6tfUXpQJl23/Tc0xfEdId8SrJzJ58mTV/w4JCUFERAT8/PywZ88eLFiwwOC5aWlpGDp0KEaMGMHrAhWK1iWsixYtwvz58wEA4eHh+O677/DRRx8hNTUV77zzDhoaGpCUlMSr7aSkJLzwwguq3+vr660ukAh5gDvYibH58RAU/96E0HXf6k1C7IjVUx3ZC2iPhEtCuhuT8kRcXV0xcOBAFBcXGzyuqakJ6enpRgONLt7erQ+WoKAgjdcHDx6M8vJyAEB2djZycnIgkUhga2uLAQMGAAD+8Ic/4Mknn9TbtkQigbOzs8aPteHzAHeS2OD5mAF4Y0YY/pZxwWgSIpfVUzK1womm9ho6uhdAG1YRYn4mBZHGxkaUlJSoHvT67N27F3K5HHPmzOH9Gf369YOPjw8KCws1Xr9y5Qr8/PwAAP/85z9x/vx55ObmIjc3FwcPHgQAfPbZZ3jllVd4f6Y14bI019XRDp8+HYG85IkI9HbGs7vO4paBFVzKJEQABldPMQB37ikw+8NTWJaea9LSX2O9AMC03Q+5oORHQsyPVxBZsWIF/vvf/6KsrAwnTpzAo48+ChsbGyQkJAAA5s2bp3NIKS0tDdOnT4eHh/bkbE1NDXJzc1FQ0PpQKywsRG5uLqqqqgAAIpEIK1euxD//+U/s27cPxcXFWLt2LS5fvqzq2fTt2xfBwcGqn4EDBwIAAgIC0KdPHz63aHWMLZMVAXjt8aF4aIAnAGDV59xySJTfuPUtLXaR2gGAVvFEob2G9u4FtCiY1lwQJT8SYn685kR+/fVXJCQkoLq6Gl5eXoiKisLJkyfh5eUFACgvL9fK3SgsLMSxY8dw6NAhnW3u379fNdcBAPHx8QCA5ORkpKSkAACef/553LlzB8uXL0dNTQ1CQ0Nx+PBhBAQE8Ln8TsvYMlnlRlbHin5H3e17nNtVfuNuj8KJ7dkL0DfvsjZuMKfKAJT8SAh3VApeTUfuJ8KFrtyGwwVVnPI+dNmdOFLn0t2ckmokbDsp+HxdLNGmLsbK3S8c7Y9//a9kjK4NqyxZmp6QjkSl4IlWDokpG1mpJyG2ZYleA9f6YKb0Arisvtp/vhLvzRqGDQesK/mRkM6KgkgnZY4kRKC1h9A2AdAScwftsW0t13kXNyd7HFs1zmqSHwnpzCiIdFKmJCEmRvsDAP74ShZqmppVr3urzbFYotdg6RIofHpQtGEVIeZBQaSTEjoBvSDKD5W1d7Dth7Na7ylzSLbMGca518C3BpUlS6DQ6itC2h8FkU6K74PQTWqHJ4b3wc6TP+P2XeMbWR1bNc5or0Fo9rmpvQB9gas95l0IIZooiHRSxh6YAODuZIe1fxoCmbMDbjY149ld2r0PXdRzSPT1GvRN6lep9WYsMUltLHBZet6FEKKJtsftpLgkIb766FA8Gt5a8HD91xd5ta8cLlMvnBgZ4KEawuqI7HMuZVOM7ctCq68IMS/qiXRiXCaqWxQMO46XoqpebqAlbYaGy/hkn5tr8ppP8URT5l1onxFC+KEg0skZG3ISkohoKIcE6JgaVHwDl5B5F9pnhBD+KIh0AboemKYkIrbdyKqtjlgFZenA1VFzPIR0djQn0gWZkoiYGK17Iyt1XErIe5t5FZQlA5c1VBgmpLOinkgXJDQRMTG6H8J93fQmISq/ibdH9nlblly+2xFzPIR0FdQT6YL4Duk8ILHB+7PCAYjw7K6zGgEE0NzISqm9V0EZW40GcA9cbcvEV9XTPiOECEU9kS6I65DOo2E+eOIPvhjZ3wOvfVOAbT+U6T1WmYSoXv7dktnnupijbIquyXN3JztOn0+Z7oRooyDSBXEd+tk8Mww2YhEO5lUYDCBKuoZ02rsGlSmBS9/keU2T9r4p6ijTnRD9KIh0QVznLADgeNENrNx7nnPb1jCkIyRwcV1swGeOh3JKCKEg0mUZG/oBgKiN2bwn4DvrkA7XxQZuTvYac0L6hsoop4SQVhREujB9Qz+HC6oE5ZA8ILHptEM6XHtQa+MGQ+biaLB3QTklhNxHQaSLazv0Y0oOydNR/a16uMbQ8BLXHpTMxdHgUBmf8ivW/G9FiLlQEOlmhOaQSO1t8NeYB612HsDY8JIpeSbq93yjQU45JYSooSDSzQidGN/8RAjezS7G9uOlqL19fzWTNcwDcB1eEpIgKbT+mDUsQCCkPVCyYTfDd2Lc1dEWTz/UDy/sPY83s65oBBBAswx7R+BTsoRvgqS+0vNcdNYFCITwRT2RbobLZlZO9jb4y0P9MCrAE9uPl+LD42V62+voeQC+JUu45pkInTuinBLS3VBPpJvhspnV6zNDsXJiIL4v/A1Zl64bbVP9Qd3ehFT31bXRVltC5o5o90TSHVEQ6YYMDeu8NyscLo72+PynXzhlsavriHkAS1X3FXIvhuqGta3XRRWBSVdBw1ndlK5hnZtNzdhwgP8kslJHzANYqrov13tZGzcYnj0kBleqUWIi6cqoJ9KNqQ/r1N1uxpJdwiaRAfPvH8KVOav7quO6Z8pfHvI3OCzGZV94QjozCiLEpAREoPWBqnyQd8SQjSXK0psjONFmV6Q7oOEsIjgBEQBcpXZ47bGhALRrcbXnkA2fVVdckyVNLT1Pm12R7oCCCBE8IT7czxV7Fo3SW4urvWtJGavuK2RuwpTS85beF54Qa0DDWYT3hLgIrVvpfv7MQwDQKYZsTJmb4LIkWBdL7gtPiLWgngjhlIDYw8EG08P6oJ+HFHMj+8HetvX7R2cYsumoool8V45Za10yQgyhIEI4bWK16YlQ1ZBP8z0F0n64ip9rbqH+tuFdAZU6csimowId183BbMQiWgZMOi1ew1kpKSkQiUQaP4GBgXqPHzNmjNbxIpEIcXFxqmMyMjIQGxsLDw8PiEQi5Obm6mwrJycH48aNg5OTE5ydnTF69Gjcvn0bAFBWVoYFCxbA398fjo6OCAgIQHJyMpqbm3W2RbRxXeGUerAAgWu/wYYDl/Bxzs/4IreCU/sdOWTTkXMTXP5daRkw6cx490SGDBmCrKys+w3Y6m8iIyND40FeXV2N0NBQzJgxQ/VaU1MToqKiMHPmTCQmJupsJycnB5MmTUJSUhLeeecd2Nra4vz58xCLW2Pg5cuXoVAo8MEHH2DAgAHIz89HYmIimpqasHnzZr632G0Zm0ROPViAD46W8mrTGmpJdfTchKF/V9qfhHR2vIOIra0tZDIZp2Pd3TUfHOnp6ZBKpRpBZO7cuQBaexP6LF++HM899xxWr16tem3QoEGq/z1p0iRMmjRJ9Xv//v1RWFiILVu2UBDhSd8Kp+Z7Cmz7gX8AATq+lpSpWe3mmKvQ9+/aGeaUCDGEdxApKiqCj48PHBwcEBkZidTUVPTt25fTuWlpaYiPj4eTkxPnz7t+/TpOnTqF2bNnY9SoUSgpKUFgYCBeeeUVREVF6T2vrq5OK4i1JZfLIZfLVb/X19dzvq7uQP3h+VNZDfgusOKaT2FpfOYm2rL0XAUtAyadHa8gEhERgR07dmDQoEGorKzEunXrEB0djfz8fPTo0cPguadPn0Z+fj7S0tJ4XeDVq1cBtM7HbN68GWFhYfj4448RExOD/Px8PPjgg1rnFBcX45133jHaC0lNTcW6det4XU93cTCvEmu+zEdNE795pdignogL8dH6xt7RK4+EJA62x17qHT3URoipeAWRyZMnq/53SEgIIiIi4Ofnhz179mDBggUGz01LS8PQoUMxYsQIXheoUCgAAIsWLcL8+fMBAOHh4fjuu+/w0UcfITU1VeP4a9euYdKkSZgxY4beORalpKQkvPDCC6rf6+vr4evry+v6uiIhcx9KvZy1H3bWsvKIT+Jge81VcB1qG+7nhpySalr+S6yOSUt8XV1dMXDgQBQXFxs8rqmpCenp6Vi/fj3vz/D2bn3IBAUFabw+ePBglJeXa7xWUVGBsWPHYtSoUfjXv/5ltG2JRAKJRML7mrqyg3kVggMIAHxyshyfnGz9u3i7OOCRUG/862hph2ezKxnLaldqr7kKLkNtj4R64+FNRzo8CBOii0kZ642NjSgpKVE96PXZu3cv5HI55syZw/sz+vXrBx8fHxQWFmq8fuXKFfj5+al+v3btGsaMGYPhw4dj+/btqpVbhLsWBcOaL/PN1l5l3R18oCOAANaVza6LqXMVfPYPMbQMeOFof/zraCkt/yVWi1dPZMWKFZg6dSr8/PxQUVGB5ORk2NjYICEhAQAwb9489O7dW2uIKS0tDdOnT4eHh/Y3tpqaGpSXl6OiojXfQBksZDIZZDIZRCIRVq5cieTkZISGhiIsLAz//ve/cfnyZezbtw/A/QDi5+eHzZs34/fff1e1z3UlGWn99l3TxC150ByseeWRKXMV5qrRNdzPDQ9vOkLLf4lV4xVEfv31VyQkJKC6uhpeXl6IiorCyZMn4eXlBQAoLy/X6gEUFhbi2LFjOHTokM429+/fr5rrAID4+HgAQHJyMlJSUgAAzz//PO7cuYPly5ejpqYGoaGhOHz4MAICAgAAhw8fRnFxMYqLi9GnTx+N9hmzvm+51orPCiCpvQ1uNbeY5XOr6m5b3Xi/0GXBpkzGtx1qyymppuW/xOqJGD1lVerr6+Hi4oK6ujo4Ozt39OW0u5ySaiRsO9nun+vuZK+xCsxaxvuVAQHQPVfRNiC0KJhWOXy0OU/m4oBjq8ZxCpJf5l7DsvRco8e9HR+GaWG9jR5HujdLPd9o4oCoKL99t7e2y4itZbyf72ZXfCbjueA6pOb5gIT2bycdhgowEhXlSqHF//v2bU5tVx4ZYk3j/XyWBZs7cZDLkJqr1A4v7slFVf39pFlr6cmR7oF6IkTDpGBvLHion1nbjBsqQy9nzaXU7k52Bs/h+63dkrjuJ2LuxEFjW/QyADdv3dUIIID19ORI90BBhGgZH2TeFW0HLlQBEGH5+IF4Oz4MuxNHYu2fhnA6tzOV+1D2HPT1m0Ro7SXwKUZpaEjNVao7EFv78mnStVAQIVq4PgzfnzWM8xxKVf0dvJV1BRJbMSIDPCDTkdmuS2cq92Gs5wAIK0Y5Kdgbx1aNw+7EkaogvPmJUNTe0r8c25p6cqRroyBCtHB9GE4Juf9wmz/KDxJbww9Hhvvfji3xrd0a8J2M56rtkNqNJrnxk9C5enKkc6KJdaIT14KFNmIR6m43Y/uJnzm1q57XILSyri4dXeBRHZ/JeKGocCOxFhREiF5cHobKQoV8KL8dC6msq4u1FHhUx7VGl1Cm7pFCiLlQECEG2YhFGOHvrgokp0trNAKJsdwIXdS/HZv6rb09yrVbI1P2SCHEnCiIEIOMfcvnO+bu4WSv9e1Y6Lf27r61rJCenDUN+5GugYII0YvLt3y+Y+4bpgUbfGg131Pgk5wy/FxzC37uUsyN7Ad7W93rP2hrWX49OWsc9iOdHwURohPXb/n/XTnW4Ni8ukWj/TElRP/DKvVgAbb9UKqxDe8rBy8hMdofSVOCtI6nrWVbcenJdddhP2J5tMSX6MT1W/6Zn2/qXQ6s9IDEBu/PCtcZCJSUuym2zY1TMOCDo6VYsOO0Vl0oa1mhxGfvkI5g7AsBQImJRDjqiRCd+HzLnxbWW+fYvKujHeY/1A9Lxz1odAhr2w+Gd1P87vLv+O7y7xrDL9awQqkzDBFx/UKw43gp/vKQP82REF4oiBCd+H7LN2WV1Sc5ZVo9EH3aDr905AoloUNE7T25zfULwYYDl/DhsVKrCoDE+lEQIToJ+ZYvdJXVzzW3OB/bdtWVuXJN+BK6Mqwjei58hvNojoTwRUGE6GTOPARj37z93KW8rk05/HKi6AauXG/AzzW38NRD/gjs1QM1t5vb5du9kJVhHTW5bewLQdvr7upLo4l5URAhepn6Lb9FwfBudjG2Hy9F7e37xQLbfvOeG9kPrxy8xHlIS2ne9tMaD0WxCEiM9se0KZq7/Fli+IjvyrCOzGkx9IVAl+6wNJqYDwURYpDQuY7M/Eqszrigs9Ks8pv3e7PC4eYkwfWGO4gbKsNXeVW8rq3tw1C5kguAaiWYpYaP+M4ZdXROi74vBIZ09aXRxDwoiBCj+M51ZOZXGtwdUfnwX7LrnEYgcLK3wa3mFs47IOqz7YdSvBgbiOzLv1ls+IjvnJE15LQovxDsOF6KDQcuGT2eijcSLihPhJgVn4KMbR++t5pbAABPDOuNhwd6AdCfe2KIggH/PlFm0dwIvnuHWEtOi41YhL885N8ly/CTjkFBhJiVkIKMSsrH+fGSanz0lz9iq459OaR2Npza2nnqZ87DR0Lx2TvEmvZPsdTmWaR7ouEsYlamDseoP9x1zcfkX6vDKweND8X8XM1t2bCp18t1zsjaqu521NJo0vVQECFmZa7hGOXDve18zHA/N6R+w38llz7muF6uc0bWVnW3PTbPIl0fBRFiVnxyEgzR93C3txUjMdpftQrLFK6OdlAwhhYFa9cegDVV3bX05lmk6xMxxqjq2v/U19fDxcUFdXV1cHZ27ujL6bSUSXWA8ZwEXbxdHHBs1TiDD/a4fx7FxYoGgVeo/XnWNoSjLzFR+S9CGeWEL0s932hinZidvglnLkTgNjfwWHgfgVenTbnkNzO/0mxtmoKq7pLOhIIIsYhJwd44tmocPl0QAVdHO07nuEntOH/DnhvZD+YagWL/+7GWBzOfxMT2Yu3l7knHoTkRwgufiV4bsQgPPeiJ1x4fajD50MneBgtH9zdaMl6dOedGlKyl1AfXFWNVdbctfCWtOkO5e9JxKIgQzoQ+TBQKwMFWjDv3FBqviwBMGSrDrAg/3GiU43RpDa/VQcrSJm13QzRFVX3Hl/rgumJsw4FLcLS3seiDnHZEJMbQxLoamljXT+hEr3LHQq6EfMNV7suedrwUFbWmBYG1cYOxILq/SW2YqkXBELUx2+gKN0tPsiuvQ9/QmrK0i7FFEMQ60MQ66TBCJ3oP5lXwHm6qFDDJbW8rRm83R5MDCAC4O9l3+Pi/eka5IZaeZLfGuRlifXgFkZSUFIhEIo2fwMBAvcePGTNG63iRSIS4uDjVMRkZGYiNjYWHhwdEIhFyc3N1tpWTk4Nx48bByckJzs7OGD16NG7fvj8mXFNTg9mzZ8PZ2Rmurq5YsGABGhsb+dwe0UPIw6RFwbDmy3xBn8d3kptPvS5jymtuIWpjNhK2ncSy9FwkbDuJqI3Z7b5yS7nCzd3J8KIESz7IraFoJLF+vHsiQ4YMQWVlpern2LFjeo/NyMjQODY/Px82NjaYMWOG6pimpiZERUVh48aNetvJycnBpEmTEBsbi9OnT+PHH3/E0qVLIRbfv/zZs2fj4sWLOHz4ML7++mscPXoUCxcu5Ht7RAchD5PTpTWoadIuA88VnwejKfW61LlJ7fBmVpFWWx21BHhSsDfW/mkIp2Mt8SC3lqKRxLrxnli3tbWFTCbjdKy7u2YxufT0dEilUo0gMnfuXABAWVmZ3naWL1+O5557DqtXr1a9NmjQINX/vnTpEjIzM/Hjjz/iD3/4AwDgnXfewZQpU7B582b4+Phwul6im5CHiTkeau39TVhfv6cjd/uTOZv/Qc51hZ2QLZJJ98O7J1JUVAQfHx/0798fs2fPRnl5Oedz09LSEB8fDycnJ87nXL9+HadOnULPnj0xatQo9OrVCw8//LBGDygnJweurq6qAAIA48ePh1gsxqlTp/S2LZfLUV9fr/FDtAmpQGuOb6c3GuSc5iXM8VlPDOujcwMtpY4a/zd39d/M/ErOw3VU7ZdwwSuIREREYMeOHcjMzMSWLVtQWlqK6OhoNDQYLz9x+vRp5Ofn4+mnn+Z1gVevXgXQOh+TmJiIzMxMDBs2DDExMSgqKgIAVFVVoWfPnhrn2drawt3dHVVV+nfLS01NhYuLi+rH19eX17V1F0IeJsqHnyk2HLjEaV7C2IOWC6mEW4n59h7/N+eDXLnCjs9wHZ9y96R74hVEJk+ejBkzZiAkJAQTJ07EwYMHUVtbiz179hg9Ny0tDUOHDsWIESN4XaBC0ZpbsGjRIsyfPx/h4eF48803MWjQIHz00Ue82morKSkJdXV1qp9ffvnFpPa6Mr4PE+XDz1zfUQ096LiuZjLEz13K6biOGP83x4PclFIqyuoDuxNH4u34MOxOHIljq8ZRACEATEw2dHV1xcCBA1FcXGzwuKamJqSnp2P9+vW8P8Pbu/X/qEFBmg+JwYMHq4bSZDIZrl+/rvH+vXv3UFNTY3D+RiKRQCKR8L6m7opv6XAh+3rrY2xeQvlZf//PBd4T+t4uDpgV4YdXDhouMS8WtZai7wimlm03dY93qvZL9DEpiDQ2NqKkpEQ1Oa7P3r17IZfLMWfOHN6f0a9fP/j4+KCwsFDj9StXrmDy5MkAgMjISNTW1uLMmTMYPnw4ACA7OxsKhQIRERG8P5Pox/dh0vbhV3bjFt7KuiKouq/yQXeypBpisUjrYTop2BvjAnthZOp3qGlq5txu8tQg5P5SazTrXcGAMz/f7LCHqSkPclquSyyFVxBZsWIFpk6dCj8/P1RUVCA5ORk2NjZISEgAAMybNw+9e/dGamqqxnlpaWmYPn06PDy0/wOoqalBeXk5KioqAEAVLGQyGWQyGUQiEVauXInk5GSEhoYiLCwM//73v3H58mXs27cPQGuvZNKkSUhMTMTWrVtx9+5dLF26FPHx8bQyywq0ffgNkj1gUu/k2V1nUXf7fm9D5uyAlEdas9ztbcV49dFgndn1uiRG+2NSsDe+zL3G6bM760OWlusSS+EVRH799VckJCSguroaXl5eiIqKwsmTJ+Hl5QUAKC8v18jdAFqDwrFjx3Do0CGdbe7fvx/z589X/R4fHw8ASE5ORkpKCgDg+eefx507d7B8+XLU1NQgNDQUhw8fRkBAgOq8Tz/9FEuXLkVMTAzEYjEef/xx/POf/+Rze8QIc+2yp947+Sa/Eh/n/MzrfPUAArTWu1q88yy2/m9+QDm0tTrjgsEVVwDw4Q+lGO7n1uUfsrRcl1gK1c5SQ7Wz9LNUJdeckmokbDtpjkuEm9QOP62ZoApsLQqGf353Bf/8rlhvr0T58PzvyrF4eNMRow/ZzlwnSt9mYbTRVfdAtbNIh2hRMLydVYTFHJaGCqk5NcLfHTJn8yxuuHnrLk4U31Bdw+nSGoggMjispZxnOfPzTayNC9IbQACoVoB11n01aLkusQTqiaihnoimzPxKpOy/iKp6ud5jlN/Q18YFYcMBYT2VzPxKg/uN8OEksUGTvIX3eQ8P9MSFa/U6J+SV9wGgS+yrYa5hSdK5WOr5RkFEDQWR+/SVfueDzzBJZn6lzjkMJ3sbTA6WYd9ZbhPflvD+rHCIxSLa85x0apZ6vtGmVESLocQ0PvjUnJoQJEMPiR2Ol/yOito76O3miFEBnhjZ3wP7z1d0WBARoTVznjGmN1Gvo+pqEWINKIgQLeaqigsYT2ID9E/aD+3tgsMFVdjw9UWzXIsQyuvncow1bK1LSHujIEIAaI6TF/1m/n1Y9OVXGNp+1VzzJO2F657nNCdBuhIKIkRnT8DcdOVXcKnn1Jlw2fPcUkulCekotMS3m9NX2ZUrF0dbuErtBJUqN+ewmaUor1/mLDFaTPJmU7PBzauEVNElxNpREOnGzDGBXn/7Hmpv3VVNMKszVqq8s5QQSZ4ahJRHjO8waKgarilVdAmxZhREujFz9ASUwcNVaodezvyS2DqyhIirY+tIrqHehVgELBztr1FKReie50L2qSekM6A5kW6Ma09gepgPvsit0Ps+A1B76y4+XTBMZ3VdfYzVc7Kk92YNR4P8rsFkSsaAfx0tRXhfN1UguX1XgeWf5Rptv+2/LVXRJV0V9US6Ma49gT5u3DZsutEkR2SAB6aF9cYIf3ecLq0xWB6Ey659ut4zh+zLv0GhABru3NN7jK5hJqF7nnf1Ao+k+6Ig0o1x3b+ba+6D8gHIZx9vQ/Wcts4Zhq063nOTGh5S4iLteBme3XUWTc2GS6S0HWbishWvWNQ6ya7O3HulE2ItaDirG1P2BHTlY6hPio/s78G5jLihvI9ndp7VOUdibNc+Xe8dLqgyWtfLnJTDTMp/s2cM5LAoGLBk11lsEd+/V/XzRNBdRZfrXumEWBPqiRC46vhm7yK1Uz3wuQw7qRcoFLICSblx1bSw3ogM8NB4mOp6b1KwN46vjsHy8QN53q0w6sNMk4K98d6scBh73re9V6qiS7oi6ol0Y4aKLNa1KYSob790mVqiXE5JtUn7ePNlIxZh2fgHTd4p0Rj1YSZltnlBZYPB7XT13aupe6UTYm0oiHRTXHJE2hYVNPYA7KgVSMrr2nG8FBsOXDJr28D9YSYhmf267tWUvdIJsTYURLopPnkL6g88Qw/AjlyBZCMWwbOHeTa3UhKLgHcTWoeZhJbGp9VWpKujOZFuyhK9ho5cgdSiYLjRYN5J9ncTwjE+qBe2HS3BC3vO8wogtNqKdBfUE+mmLNFr6KgVSOYuIOkkscHrM0Jx5uebWLL7HPhu20arrUh3Qj2RbspSvQZ9K5AktmKE9HHBLzW30XxPIeyidTC1gGRbTvZinFsbi8/P/optP5TyDiAArbYi3Qttj6umu22Pq3wAA7p7De/NCoebk0TQKqIWBcO72cV47/tiraAhEgELo/2RNCXIpOtvUTBEbcw2+6qsv44bgHeyiwWdu3RsAJZPGEQ9EGJ1aHtcYnaGlu0+EuqNDQcuCd734nBBFd7MuqLzPcaAD46WAoBJgYRrAckeDrYGy5u0tfX7EsHX9NAALwogpFuhINLN6Vq2e7OpGUt28cs6V9eiYEj+Mt/oZ2/7oRQvxgbC3lbYqCrXSX8+AQQA7gosx+7t4oDhfm7IKammHBDSbVAQIRrLdpVDRPqyzkXQzh9p63RpDX5raNb5njoFAz7JKcOC6P6Crtvals8O6+uKYRsOoVF+vx4X7VpIujqaWCcazLHvBZ9lwT/X3ALQGrxySqoNVv1ti0sxxPZiJxbhwIUqjQACtP5b0a6FpCujngjRYI78ET49BD93qeB9xw0tKW5vhobAGIz33gjprKgnQjSYI39khL87evWwN9qGWAT0dHbQuUS3su4OFu88iw1fXTTYM9G3pLg9uDhy/w5GuxaSroqCCNFgjvwRG7EI66YFG/2sBVH98OrBSwZ7EGnHywzuRwK0BpJjq8Zh6dgBRj/TFD0cbPDXcQPwdnwYPl0QAbGIX6+Cdi0kXREFEaLBWNl3BiD+j774Oq/CaA9h65xhkNrbaL0nEgGLRvtjXKCMc45HlZG5BRuxCA8N8OTUlpO9DZwk2tdl8Bw7Mc6sicWLsYMwLaw3xGIRbrapdGyMtS0EIMQcaE6EaNGXP+Lyv31H3swqUr1maO5CuXz4RNENfH7uV9xqbsEf+7njyVH9YG8rxpe51zhfE5eVYVz3bDe2m6HOc+4q8ElOGTx7SNCzhwOq6vn1Kjyc7KmOFumSKGNdTXfLWDdGuXfG9YY7KLtxC29lXdF6OCsf5ULKfOSUVCNh20ne17U2bjD+8pC/zkAitNouX+5Odqhp4t4TeX/WMEwJoWW+pONY6vlGw1lEL2X+yJ9CfJD+Y7mgHQsNEbpEd8OBS0b3bHd3Mn0fdkP4BJBFo/0pgJAui1cQSUlJgUgk0vgJDAzUe/yYMWO0jheJRIiLi1Mdk5GRgdjYWHh4eEAkEiE3N5dTO4sXL9Y45scff0RMTAxcXV3h5uaGiRMn4vz583xuj+hhjtwRXQzNvxhjaI5kUrA31v5pCM8WzU9iK8LzMQMQ5OPCOfeFkM6G95zIkCFDkJWVdb8BW/1NZGRkoLn5fuZydXU1QkNDMWPGDNVrTU1NiIqKwsyZM5GYmKi3rcTERKxfv171u1QqVf3vxsZGTJo0CY888gjef/993Lt3D8nJyZg4cSJ++eUX2NlZ9ltpV2fJHQv1zb8Yo5wjSdl/ET0c7HCjUa5RZkTm3H6T2O5O9qhpuv//cyeJDcYO9MJPP9fire/uF3Kk7HXSFfEOIra2tpDJZJyOdXfXnEhMT0+HVCrVCCJz584FAJSVlRlsSyqV6v3cy5cvo6amBuvXr4evry8AIDk5GSEhIfj5558xYIBll352dZbesVC9ftfhgip8dLyMU/IgA1BVL8fsD0+pXlM+qCcEyeDt4sC7wq9YBIN7p+uyNm4wZC6OqnpZNxrl+Ovuc1rHca09RkhnwntOpKioCD4+Pujfvz9mz56N8vJyzuempaUhPj4eTk5OfD8Wn376KTw9PREcHIykpCTcunVL9d6gQYPg4eGBtLQ0NDc34/bt20hLS8PgwYPRr18/vW3K5XLU19dr/BBt7bFjoXL+5eWpQ7DVhORB5YP6cEGVaqiMi6VjB2B34khc3jAZuxNH4s2ZoejhwO07lszFEZEBHpgW1hvVDXI8l64dQADT5o8IsVa8gkhERAR27NiBzMxMbNmyBaWlpYiOjkZDQ4PRc0+fPo38/Hw8/fTTvC9y1qxZ2LlzJ44cOYKkpCR88sknmDNnjur9Hj164Pvvv8fOnTvh6OiIBx54AJmZmfjmm28MDrelpqbCxcVF9aPsxRBN5sod4UqZPLg2bjDvc9Uf1BOCZFjwUD9O5z3Y6wFEBnjA3laMyAAPyFwcOVX/VV+6m3qwAEvTDe+EKHT+iBBrZdIS39raWvj5+eGNN97AggULDB67aNEi5OTkIC8vT+f7ZWVl8Pf3x7lz5xAWFmawrezsbMTExKC4uBgBAQG4ffs2xowZg8DAQCxduhQtLS3YvHkzLl++jB9//BGOjo4625HL5ZDL7+/LXV9fD19fX1riq4euGleu/8sdqVVLvDPX2L+yorCxvA99dieOBABOy4h3J45UVTIGgC9zr2FZeq7R8556qB9enjoEB/Mq8Owu3T0QXd6OD8O0sN6cjyfEVFa5KZWrqysGDhyI4mLDu8A1NTUhPT1dY2LcFBEREQCgCiK7du1CWVkZcnJyIBa3dq527doFNzc3fPnll4iPj9fZjkQigUQiMcs1dQdt9x7RlztirrF/UwssXm+4gz+F+BhMQBShdROutkNxXOd3JgTJ0KJgeOkL4/unCGmfEGtnUp5IY2MjSkpK4O1t+EGxd+9eyOVyjSEoUyiXASs/99atWxCLxRCp1TJS/q5QmG8/b8I9d4ShdeWUOYa2hBZY7NnDwehQHAAkTw3SSlzkksMic5ZAwRjePFzIqwSKqfNHhFgTXkFkxYoV+O9//4uysjKcOHECjz76KGxsbJCQkAAAmDdvHpKSkrTOS0tLw/Tp0+Hh4aH1Xk1NDXJzc1FQUAAAKCwsRG5uLqqqqgAAJSUl2LBhA86cOYOysjLs378f8+bNw+jRoxESEgIAmDBhAm7evIklS5bg0qVLuHjxIubPnw9bW1uMHTuW378I4YTL1rRV9XK8K3CvcnXKOZLdiSNVxQ9lztwn+vUFIjcnOzz1UD+4ONprBTsuwefOPQVmf3gK7x7ht52uMmgJ2UOFEGvDazjr119/RUJCAqqrq+Hl5YWoqCicPHkSXl5eAIDy8nLVcJJSYWEhjh07hkOHDulsc//+/Zg/f77qd+XQU3JyMlJSUmBvb4+srCy89dZbaGpqgq+vLx5//HGsWbNGdU5gYCC++uorrFu3DpGRkRCLxQgPD0dmZqbRXhIRhmtOyJtZVzBI9oDJ8yPquy8CQMojuoe59PUu2i4j/iK3AjVNzUg7Xoa042U653EM1RCrvXVXYx6Iq+djHsSkYG/Be6gQYm2odpYaqp3FHZ+6V94uDji2apzZN2QS8iDWV1vLUA0w9Rpink4SvLj3PO8CjEDr/iM/vjQBW74vwZtZV7TeN6UOGSHGWOXEOum+lHMGXJL5lEta1XsS5tB2ol89Y12XFgXDuq8KeO8fr94LyimpFhRAgNZl0NEbs/Fbg1zn+1z3sCfEmlABRiKI+pwBF1V1ty12HcpEv8gAD4MP3vbeP17J1dEWidH++OBoqd4AwucaCLEm1BMhgk0K9sby8Q9q7C+iz4YDl+Bob6MxTKM+TKSrF2Hsfb7ac/94Bzsxxg7qiTkj/XCzsRl//Yx7DomxayDEmlAQISZZOu5B7D79i9EhnptNzRq5I8bmM0ydeNYVgMy1fzyXja/u3FUgM78Kfd0d8cHRUk6fy/UaCLEmNLGuhibWheG6EZQysW9tXBCW7NI/ub1wtD/+dbRU8AZY+gLQ2rjB2HDgktHEQ2OLAJT3CxhPgOSbJMn1GgjhizalIlaL60ZQyvH+NV/mG0xS3PaDdgBRvg8YLmCofMC3nfuoqruDJbvO4ZHQ1uDDJ/GwLeX9ujnZGzxO/Zr5UM41UQ4J6QxoOIuYxaRgb9y+q8Dyz3KNHqu+94Yuhp6X6hPPbVd7cVl9tf98Jd6bNQwbDmj2VGQ8czQmBXvjdnMLlu8x38Zn7k72ePXRYABA1MZsyiEhnQIFEWI27bkRlK6JZ66rr9yc7HFs1TiTJ+1lLroLewrhJLHB8VXj8K+jV3XmkNBeJMRaURAhZmNs0lmE1lIjfPYn10fXxDOf1VdtM+AN0bdKjOskOxdzIvpizKYjlENCOh2aEyFmw6Xe1P9NCzZa2FAs0r/nuqENsCyxA2NmfiWiNmYjYdtJLEvPRcK2k4jamI3M/EqT9ohXcnW0xaLRlENCOi8KIsSs9BU7lLk4YMucYZgS4mMw0IgAJEb7630f0D/5be4dGA1N0j+z8ywy8ysFVxl2dbTD8vEP4vRLE7DzJPfdQQHKISHWhYaziNkZK0eir7Ch+uR2eF83g+/rYmj/ET6rrwB+JVKU93uypBpLdp1F7W39w3WujnZ4b/YwjOzfml3/1uFCNDW3GL0edZRDQqwJ5YmooTyR9mWpjHVzVMjlWmCy7Y6I+nJIdOW4tCgYQtZ9iyY5tyBCOSTEFFSAkXQ5xia3+Ux+q+NbmFEXoSVSuPSygNYAsuN4KecAoqSeQ2KucjCEmIKCCOmShAYgJVMm6Y0FMV09JWMoh4RYKwoipFsTunxX397sSvqCGNcSMeoc7MQ4mRSD7Mu/6TyXckhIR6IgQrotY3Mn5pqkVzI0WW/I5sdDcaqkGiv2nue9FwohlkZLfEm3ZMryXeVyZX3f+vXtnc5lX/q2JgT1xJov8zF3+2k0Gpg/oRwS0lGoJ0K6HSHLd7lO0hvq3cjvKThfowhAzGAvHC64zuveKIeEtDcKIqTb4bPDoXK3RC6T9PrmO5S9m+fHP8j5GhmArEu/cz5eiXJISHuj4SzS7Zhjh8O2jPVuAGD36XLInA2XfBGKbzY+IeZCQYR0O5aoscWld1NVL0fCiL6c2+SL70Q/IeZAQYR0O+aqsaU+gX68+Aanz+7nKcXC0f78LtgIDyd7bJkzDBOCZLSRFWl3NCdCuh1z1NgSkjAIAJ5OEuw/X8n7mvXp4WCLnP/lkFASIukI1BMh3ZLQ5buA/uXBhih7NxCBd+AxZONjIcgq+A2LjSxXJsRSqCdCui0hNbaEJAwqezvxf/TFtxerTL1slUWj/aFQMPz1s3M636ckRNIeKIiQbo1vjS0hCYMuUjsAwJtZRbzO08dNaodXpgfj/K+1WJquO4AoGdqTnhBzoCBCCA9cl/0uHRuAB3v1QNmNW3gr64rJ2+cqrY0bjL885I9v8yvxwdFSzudREiKxFAoihBihXqTxhpEtbJUeGuCFEf7uiNqYbZYAoiz4ODeyH06WVGP5nvO8zqckRGIpFEQIMUDXKiyxCNC3ela9ui/foS9XqR1qb93Vu2LskVBvPLzpCO/hNPXlykI3+iJEHwoihOihr4yJoQAC3F8ezHUIaV6kHyYHe2OEvzsOF1Tp3NDqkVBv/OtoqaBejfJ6zLHjIyFtURAhRAcuq7Da9kja7l7IdQhpcrC3atJb14qx4X5ueHjTEd4BRATgvVmty5WN1fWivUiIULzyRFJSUiASiTR+AgMD9R4/ZswYreNFIhHi4uJUx2RkZCA2NhYeHh4QiUTIzc3l1M7ixYu1jtuxYwdCQkLg4OCAnj17YsmSJXxujxAVLkNRCtY60f12fBh2J47EsVXjNB7EQjPjlSvGpoX1RmSAB878fFNQbslfxw3AxGAZfij83eBeJEDrMmDKcCdC8O6JDBkyBFlZWfcbsNXfREZGBpqbm1W/V1dXIzQ0FDNmzFC91tTUhKioKMycOROJiYl620pMTMT69etVv0ulUo3333jjDbz++uvYtGkTIiIi0NTUhLKyMj63RogK16Eozx4STAvrrfM9c2TG87kWdVJ7GwTKnDF8w2HU3r5r8FhaBkxMwTuI2NraQiaTcTrW3V3zG1Z6ejqkUqlGEJk7dy4AGH3gS6VSvZ978+ZNrFmzBl999RViYmJUr4eEhHC6TkLaMleRRmVmvK55Dq5zEUJWVs0d2RfP7jrL6xxaBkyE4B1EioqK4OPjAwcHB0RGRiI1NRV9+3KrTJqWlob4+Hg4OTnxvtBPP/0UO3fuhEwmw9SpU7F27VpVb+Tw4cNQKBS4du0aBg8ejIaGBowaNQqvv/46fH199bYpl8shl99fsllfX8/7ukjXZOoe6+qEZMa3vRZ3JzvUNBnuUQCAu9QO/zc9GEn/ucCpbXW0DJgIwWtOJCIiAjt27EBmZia2bNmC0tJSREdHo6Ghwei5p0+fRn5+Pp5++mneFzlr1izs3LkTR44cQVJSEj755BPMmTNH9f7Vq1ehUCjw6quv4q233sK+fftQU1ODCRMmaAyntZWamgoXFxfVj6GAQ7oX5VAUAK05DSF7rLed59B1nr5tdW3EIvzftGCjn+HuZIfjq2NwrfYO6m7f43RdyvuhvUiIUCLGmODZtNraWvj5+eGNN97AggULDB67aNEi5OTkIC8vT+f7ZWVl8Pf3x7lz5xAWFmawrezsbMTExKC4uBgBAQF49dVX8dJLL+Hbb79FbGwsAOD333+HTCbDwYMHMXHiRJ3t6OqJ+Pr6oq6uDs7OzgavgXQP7bUslsvnpB4s0JulLgKwcLQ/9p+v5D0JLwJUpeQph6Trqq+vh4uLi9mfbyYt8XV1dcXAgQNRXFxs8Limpiakp6drTIybIiIiAgBUQcTbu/U/sqCgINUxXl5e8PT0RHl5ud52JBIJJBKJWa6JdE2mDkVxwXX5bdKUIIT2ccOaL/NR03S/h+1tQh6Jh5M9Xnm0tZdDpeSJECYFkcbGRpSUlKgmx/XZu3cv5HK5xhCUKZTLgJXB46GHHgIAFBYWok+fPgCAmpoa3LhxA35+fmb5TNJ98S3SyIexbXXbVuGdEuKNicHmySNR34uEckiIULyCyIoVKzB16lT4+fmhoqICycnJsLGxQUJCAgBg3rx56N27N1JTUzXOS0tLw/Tp0+Hhof0fYk1NDcrLy1FRUQGgNRAAgEwmg0wmQ0lJCXbt2oUpU6bAw8MDeXl5WL58OUaPHq1afTVw4EBMmzYNy5Ytw7/+9S84OzsjKSkJgYGBGDt2LP9/FULaCZdtddsuv20b1HJKqgXlkWx8LAQtCoaV+/I4BzFC2uI1sf7rr78iISEBgwYNwsyZM+Hh4YGTJ0/Cy8sLAFBeXo7KSs0NcAoLC3Hs2DG9cyb79+9HeHi4KgExPj4e4eHh2Lp1KwDA3t4eWVlZiI2NRWBgIF588UU8/vjj+OqrrzTa+fjjjxEREYG4uDg8/PDDsLOzQ2ZmJuzs7PjcIiHtiuuyWkPHCVmau2i0P879chODX85Ewx39k/DqQYwQXUyaWO9qLDXxRIg+OSXVSNh20uhxuxNH6h1S49qG0rKYB1FQWYfDBdc5n/N2fJjepErSOVjq+Ubb4xLSgYSWRtHVBlc3b8l5BRCAckiIfhRECGkHhnJATM1HUW+Di/TTv3A+lnJIiDE0nKWGhrOIJXDJATFHPsrBvEos3X1Wb6l6AFo1vIxR5pBMCvamvUg6OUs93yiIqKEgQsxNXw6I8tGrvnzWHA/pg3kVeHaX4X3XuXJ2sMU/nghRlZKnvUg6Nwoi7YCCCDGnFgXTSuBTp6y/dWzVOM7Bgkug4bsbo75rK1g/Cfa2YrybXYw3s67oPAYA5ZF0ElaZsU4I0U9IDoghXHsDbbPsbzTIseHAJV7X/nS0P45cvo6XvriAm7d0F36kPBIC0MQ6IRZjjhwQJeWwWNugpMwqz8zXzM9SL/jo2YNfaZ/xg3sCAJ7ddVZvAFGiPBJCQYQQCzHXniTGSqMAhncm5Ls8V2IrxrYfdBd61If2Ium+KIgQYiHmyAEB+A2LGboOrg5cqOJ8rBLlkXRfFEQIsRBz7Uli6rAY3zwSPiiPhFAQIcSClNvjytr0BGQuDpxXNZljWGxSsDfenzUMlpj7VgYoXcmUpOuj1VmEWJg5tsc1x1a9U0K88S7CzZZHolwZBtBeJN0Z9UQIaQdctscFdJdHMedWvVNCfLB1zjBecyS6PB/zII6tGgeFAljMY9UY6Xoo2VANJRuSjmQsD4RLngjXrHflcceLf8e7R0p4XWditD9eigvCl+eu4fnPcvWWURGSTEksh5INCenCuG6Ra2hYjE9pEmXPiO/S3AVR/fBSXBASP/7RaCVgvsmUpHOiIEJIB+O7Ra6uBzLXINQW36W5By9U4efqJmRd+p3zOZRD0rXRnAghHczUPBBTkhGN5bK0VVl3h1cAASiHpKujIEJIBzM1D8SUIGRo0t4cKIek66MgQkgHMzUPxNQgpC+XxRyUq8b0bcpFOj+aEyGkg5maB2KuZETlpP03+ZX4OOdnTm3qIwLw3qxhtBdJN0A9EUI6mKl5IOaq0aWctJ9shgf7W38Ow8RgGd7OKqI8ki6OggghVoBreRRLJyMC/Cfb2xo/2AulN5oQkpKpczMrgFv1YdI5ULKhGko2JB3NULKgOZIR+XyWriXDhogAxAz2womSGtxqbuF83u7EkZRH0g5oe9x2QEGEWCuue7VzzVjnEnAy8yuRsv8iqurlBq9NameDx4b1ho1YhH8LmEt5Oz4M08J68z6P8ENBpB1QECHWyNx7tXMNSMrPNrTHOgPgKrVDrZEdEA2hnkj7sNTzjeZECLFypiYjquObmGgjFmHZ+Ad1Fm10ldoBgOAAQnuRdA20xJcQK2fOvdr5BCT13kHbul2eD0jw4p5cTtdliPpeJELK5JOOR0GEECtnrr3aAdMCknrdrpySaqNzJYbQXiRdBw1nEWLlzJUHApgvIJlSVJH2IulaKIgQYuXMmQdiroAktKjiotH++GvMg3g76wqW7Dqr8xjKIelcKIgQ0gkI3au9bXIiALMEJGUw4srBToz3Z4UjvK8bhqZ8i39mFxvMQeGzWIB0LJoTIaST4LtXu6FckC1zhmm9J+OZmJg8NQiLd+ruTahzk9rh1N/HI/vyb5yOV0d7kVg/CiKEdCL6NqVqi8smVcdWjTM5MXHrnGFYnXFB5zJfZUupjw0FACRlXOB8n0q0F4n14zWclZKSApFIpPETGBio9/gxY8ZoHS8SiRAXF6c6JiMjA7GxsfDw8IBIJEJubi6ndhYvXqzzM6urq9GnTx+IRCLU1tbyuT1CugSuuSAAEBnggWlhvREZ4KE3gDxjYPIbAM6smYDl4wfC1dFO4xjlUBsAhG84hJs880koh6Rz4N0TGTJkCLKysu43YKu/iYyMDDQ3N6t+r66uRmhoKGbMmKF6rampCVFRUZg5cyYSExP1tpWYmIj169erfpdKpTqPW7BgAUJCQnDt2jVO90NIVyM0F6QtPtv2Lhv/IJaOG6DVszlcUMV7CEuJT9FI0nF4BxFbW1vIZDJOx7q7a36LSE9Ph1Qq1Qgic+fOBQCUlZUZbEsqlRr93C1btqC2thYvv/wyvvnmG07XSEhXY67kRL7BqO1QW4uCIWX/RU7Xok4sAt5NGIYJQTJKQuwEeAeRoqIi+Pj4wMHBAZGRkUhNTUXfvn05nZuWlob4+Hg4OTnxvtBPP/0UO3fuhEwmw9SpU7F27VqN3khBQQHWr1+PU6dO4erVq5zalMvlkMvvJ0zV19fzvi5CrE1754K0PU45CX+8+HdBCYn//HM4xGJKQuwseAWRiIgI7NixA4MGDUJlZSXWrVuH6Oho5Ofno0ePHgbPPX36NPLz85GWlsb7ImfNmgU/Pz/4+PggLy8Pq1atQmFhITIyMgC0BoOEhARs2rQJffv25RxEUlNTsW7dOt7XQ4g1M3WnRCUhwUjXJDwfi0b7g4mgcwhMfVEABRLrYVIV39raWvj5+eGNN97AggULDB67aNEi5OTkIC8vT+f7ZWVl8Pf3x7lz5xAWFmawrezsbMTExKC4uBgBAQF44YUXUFFRgfT0dADA999/j7Fjx+LmzZtwdXXV246unoivry9V8SWdnnJCHIBGINFVqRfQvYQXaO0NGAtGyurBQvYgUXKwE+ONGaE4U34TacfK9B7Ht2Ixuc8qq/i6urpi4MCBKC4uNnhcU1MT0tPTjQYariIiIgBA9bnZ2dnYu3cvbG1tYWtri5iYGACAp6cnkpOT9bYjkUjg7Oys8UNIV8AnOTEzvxJRG7ORsO0klqXnImHbSURtzMbhgirOiYmGJuG5sLcRYevREoMBBKAkRGtkUp5IY2MjSkpKVJPj+uzduxdyuRxz5swx5eNUlMuAvb1b/0P4/PPPcfv2bdX7P/74I5566in88MMPCAgIMMtnEtLZcElO5JJPwiUx0dgkvDH1d1qQ9yv3OUlKQrQevILIihUrMHXqVPj5+aGiogLJycmwsbFBQkICAGDevHno3bs3UlNTNc5LS0vD9OnT4eGhvZywpqYG5eXlqKioAAAUFhYCAGQyGWQyGUpKSrBr1y5MmTIFHh4eyMvLw/LlyzF69GiEhIQAgFaguHHjBgBg8ODBBoezCOnqDCUncl3Ce2zVOKPBqL0f6pSEaD14BZFff/0VCQkJqK6uhpeXF6KionDy5El4eXkBAMrLyyEWa46QFRYW4tixYzh06JDONvfv34/58+erfo+PjwcAJCcnIyUlBfb29sjKysJbb72FpqYm+Pr64vHHH8eaNWt43SghRBPfJbxtg5H6PMqNBuFl4fmiJETrQtvjqqHtcUl38mXuNSxLzzV6nK490HWtwhKLgPYouruVVmcJYqnnG9XOIqSbEppPom8epT0CyDsJ4RRArAyVgiekmxKytwiXVViWWnm7IKofpob6WKZxIhgFEUK6KSGbXXFZhaVgwEtTArUKMppiQlBPrP3TELO1R8yHgggh3Rjfza64rsKqu30Xtbf5Ve3VpYeDDd6ND8O2eX80uS1iGTQnQkg3x2ezK+5La00b03J1tMN7s4dhZH/dJeqJ9aAgQgjhvNkV17pckQEeePeI4UoWuijDxWuPD8VDAzx5n0/aHw1nEUI44zqPMrK/h9FJe1epHWTO/PaMJ9aH8kTUUJ4IIdwY2jJXGQC4FIHks2c8V7qKSdKQmOWebxRE1FAQIYQ7Lg9rLsHGnNr78zoTCiLtgIIIIebXXj0DfUmQ+srfdzeUsU4I6ZS4Ttqb4nZzC1buy+O0HzwNbZkXTawTQjq11IMFGPxyJhru3NN7DO1DYjkURAghnVbqwQJ8cLSU8/G0D4n5URAhhHRKt5tbeAUQgPYhsQQKIoSQTiczvxIjXj3M6xzah8QyaGKdENKp6FuFZUzbYpLEPKgnQgjpNLiUotdl+fiB3Xp5ryVRECGEdBpcStG3JXOWYOm4ARa6IkJBhBDSaQhZXZXyyBAaxrIgCiKEkE6Dz+oqJ4kN7cfeDmhinRDSaRgrRQ8ADnYifDDnD4h60It6IO2AeiKEkE7DWCl6EYC3/hyOhwf1NCmAtCgYckqq8WXuNeSUVKNFQSUG9aGeCCGkU1Fu6du2Wq/MTNV6qRIwP1TFVw1V8SWk87BEdeCDeZV4dtdZrde7QiVgquJLCCFqzF0d+GBeBZbuPqfzPaoErB/NiRBCur3M/Eo8u+scDE19UCVg3SiIEEK6tRYFw4t7znM+nioBa6IgQgjp1t757gqamls4H0+VgDXRnAghpNtRTspX1d3G1qNXOZ9HlYC1URAhhHQrupbwcqWsBNxe+8Z3BhRECCHdhtAy8gDwfMyDmBTsTXkkbdCcCCGkWxBaRh4AnOxt8OzYAXg7qwiLd57V6sVU1d3BMzvPIjO/0jwX24nwCiIpKSkQiUQaP4GBgXqPHzNmjNbxIpEIcXFxqmMyMjIQGxsLDw8PiEQi5Obmcmpn8eLFqvfPnz+PhIQE+Pr6wtHREYMHD8bbb7/N59YIIV2ckDLySrMi+iJ6YzbezLqi831lYFr3VUG3K5HCezhryJAhyMrKut+Arf4mMjIy0NzcrPq9uroaoaGhmDFjhuq1pqYmREVFYebMmUhMTNTbVmJiItavX6/6XSqVqv73mTNn0LNnT+zcuRO+vr44ceIEFi5cCBsbGyxdupTvLRJCuiChS3MnBPXEth+M7+WunkdiziRIa8c7iNja2kImk3E61t1dcxVDeno6pFKpRhCZO3cuAKCsrMxgW1KpVO/nPvXUUxq/9+/fHzk5OcjIyKAgQggBwH9prruTHdZPHYJVGRd4ndfd8kh4z4kUFRXBx8cH/fv3x+zZs1FeXs753LS0NMTHx8PJyYnvx+LTTz+Fp6cngoODkZSUhFu3bhk8vq6uTiuItSWXy1FfX6/xQwjpmpRl5A2toXJ3ssObfw7D7sSR+PGlCSj+vZFXDgnQ/fJIePVEIiIisGPHDgwaNAiVlZVYt24doqOjkZ+fjx49ehg89/Tp08jPz0daWhrvi5w1axb8/Pzg4+ODvLw8rFq1CoWFhcjIyNB5/IkTJ/DZZ5/hwIEDBttNTU3FunXreF8PIaTzUZaRf2bnWYgAjQl2ZWB59dGhmBTsjRYFw8mSamz5voRz+yK0VhLubnkkJlXxra2thZ+fH9544w0sWLDA4LGLFi1CTk4O8vLydL5fVlYGf39/nDt3DmFhYQbbys7ORkxMDIqLixEQEKDxXn5+PsaOHYtly5ZhzZo1BtuRy+WQy+Wq3+vr6+Hr60tVfAnpwowt0RWaRyJCa5XfCUEyq8whscoqvq6urhg4cCCKi4sNHtfU1IT09HSNiXFTREREAIBWECkoKEBMTAwWLlxoNIAAgEQigUQiMcs1EUI6h0nB3nof9ELzSNyd7PHqo8EAgKiN2d0qh8SkPJHGxkaUlJTA29vwP87evXshl8sxZ84cUz5ORbkMWP1zL168iLFjx+LJJ5/EK6+8YpbPIYR0Tcoy8tPCeiMywEOVhS4kj8TBToyTSTFQKNAtc0h49URWrFiBqVOnws/PDxUVFUhOToaNjQ0SEhIAAPPmzUPv3r2RmpqqcV5aWhqmT58ODw/tZW81NTUoLy9HRUUFAKCwsBAAIJPJIJPJUFJSgl27dmHKlCnw8PBAXl4eli9fjtGjRyMkJARA6xDWuHHjMHHiRLzwwguoqqoCANjY2MDLy4vnPwkhpDsSmkey+fFQvJtdhHeydY/IdPW9SHgFkV9//RUJCQmorq6Gl5cXoqKicPLkSdWDury8HGKxZuemsLAQx44dw6FDh3S2uX//fsyfP1/1e3x8PAAgOTkZKSkpsLe3R1ZWFt566y00NTXB19cXjz/+uMZw1b59+/D7779j586d2Llzp+p1Pz8/o0uHCSEEELY0d0JQT/wtIw+3jKzg6so5JLQ9rhraHpeQ7iunpBoJ205yOtbdyQ6PD+vDKQlR3dvxYZgW1lvI5ZnMUs83qp1FCCHglkfi6miHT5+OwMmk8fjqfAXvz+iKOSQURAghBPfzSABoBRLR/35ee3woRvb3wCc5Zaiql7dtwqCuuhcJlYInhJD/mRTsjS1zhmnlicj+t0wX0F7Cy5Xy/JySaqvLITEFBRFCCFGjL4/kcEGVoBwSsQh4N2EYgK6ZQ0IT62poYp0QokuLggnugbwbHw6xWIRnd53Vek/ZB9kyZ5jFAwlNrBNCSAcRmkOyaLQ/AGDJbu0AAnSNfUgoiBBCiBF8c0gekNjg/VnhAICl6edgaLxHPYekM6I5EUIIMYLr0txHw3zwxB98MbK/B77Nr8QHR7nnkXTWfUgoiBBCiBHKHJKqujs6J9aVZeA3zwxT1eF66Yt8Xp/RWXNIaDiLEEKMMJZDArQu4VUGkB3HS3Hz1l3O7XfmHBLqiRBCCAfGckhM2YtEGaCOF91AztUbAFqrDI/s72H1eSS0xFcNLfElhBjTomBm3Yvk+ZgHEejdA6s/v4Da25q9F1epHV57bKhZlv9a5aZUhBDS3Sj3IlEndC8SF0dbDOzVA4t36l4CXHvrLhbvPIut7ZBHIhTNiRBCiImE5pGkPjoUK/bmGj3OmvNIKIgQQoiJ+C7PdXW0xdY5w3Dltwbcuqswerw155HQcBYhhJhISB4JALy49zznz7DWPBIKIoQQYiI+eSRA6/DX8eLf0SQ3vCOiOmvNI6EgQgghJlLmkTyz8yxEgEYgUc8jOVxQJWgJsLuTvdXmkdCcCCGEmIEyj0TmotljkLk4YMuc1lLwz+w8K2gC/v+mBaNFwZD2w1W8/GU+0n64iuZ7xudS2gPliaihPBFCiKl05ZEAwjezSoxurQT84bFSjUKOYlHre0lTgji1Q3kihBDSCejKI8kpqRYYQPqh9EYTsi5d13pPwaAq8Mg1kFgCDWcRQoiF8V1Z5e5kh/dnhUPBmM4Aom7bD6UdOrRFQYQQQiyM68qqpWMHYHfiSPz40gQAQNqxn42eo2DAJzllplyeSWg4ixBCLIzrEuDlEwbCRixC8z0FVmVc4Nz+zzW3zHatfFFPhBBCLIxPKfnM/EqMTM1Cw517nNv3c5ea50IFoCBCCCHtwNgSYGUp+Wd2nkVNE/e9SMQiYG5kPzNfLXc0nEUIIe1kUrA3JgTJdJaSF1oJeEGUP+xtO64/QEGEEELaka4lwICwSsDjB/fES3Edt7wXoCBCCCFWge8y4AVRflj7p2ALXQ13FEQIIcQKcF0G7Oxgi9ceG4opIT4WviJuKIgQQogVMLYMGGhNQjyZNL5D50Dasp4rIYSQbszYMmARgFcfHWpVAQTgGURSUlIgEok0fgIDA/UeP2bMGK3jRSIR4uLiVMdkZGQgNjYWHh4eEIlEyM3N5dTO4sWLNY4pLy9HXFwcpFIpevbsiZUrV+LePe7rrAkhpKNxWQZsbXgPZw0ZMgRZWVn3G7DV30RGRgaam5tVv1dXVyM0NBQzZsxQvdbU1ISoqCjMnDkTiYmJettKTEzE+vXrVb9LpfeTa1paWhAXFweZTIYTJ06gsrIS8+bNg52dHV599VW+t0gIIR3G0DJga8Q7iNja2kImk3E61t1dcxOV9PR0SKVSjSAyd+5cAEBZWZnBtqRSqd7PPXToEAoKCpCVlYVevXohLCwMGzZswKpVq5CSkgJ7e3tO10sIIdZA3zJga8R7cK2oqAg+Pj7o378/Zs+ejfLycs7npqWlIT4+Hk5OTnw/Fp9++ik8PT0RHByMpKQk3Lp1v1ZMTk4Ohg4dil69eqlemzhxIurr63Hx4kW9bcrlctTX12v8EEII4Y5XTyQiIgI7duzAoEGDUFlZiXXr1iE6Ohr5+fno0aOHwXNPnz6N/Px8pKWl8b7IWbNmwc/PDz4+PsjLy8OqVatQWFiIjIwMAEBVVZVGAAGg+r2qqkpvu6mpqVi3bh3v6yGEENKKVxCZPHmy6n+HhIQgIiICfn5+2LNnDxYsWGDw3LS0NAwdOhQjRozgfZELFy5U/e+hQ4fC29sbMTExKCkpQUBAAO/2lJKSkvDCCy+ofq+vr4evr6/g9gghpLsxaa2Yq6srBg4ciOLiYoPHNTU1IT093Wig4SoiIgIAVJ8rk8nw22+/aRyj/N3Q/I1EIoGzs7PGDyGEEO5MCiKNjY0oKSmBt7fhZWd79+6FXC7HnDlzTPk4FeUyYOXnRkZG4sKFC7h+/f4OYIcPH4azszOCgjq2rgwhhHRlvIazVqxYgalTp8LPzw8VFRVITk6GjY0NEhISAADz5s1D7969kZqaqnFeWloapk+fDg8P7dUGNTU1KC8vR0VFBQCgsLAQQGsPQiaToaSkBLt27cKUKVPg4eGBvLw8LF++HKNHj0ZISAgAIDY2FkFBQZg7dy7+8Y9/oKqqCmvWrMGSJUsgkUj4/6sQQgjhhvHw5z//mXl7ezN7e3vWu3dv9uc//5kVFxer3n/44YfZk08+qXHO5cuXGQB26NAhnW1u376dAdD6SU5OZowxVl5ezkaPHs3c3d2ZRCJhAwYMYCtXrmR1dXUa7ZSVlbHJkyczR0dH5unpyV588UV29+5dPrfH6urqGACttgkhpLOz1PNNxBjjW76+y6qvr4eLiwvq6upofoQQ0qVY6vlmXUVYCCGEdCpUxVeNslNGSYeEkK5G+Vwz9+ATBRE1DQ0NAEC5IoSQLquhoQEuLi5ma4/mRNQoFApUVFSgR48eEIksU+xMmdD4yy+/dLl5l656b3RfnU9XvTdT7osxhoaGBvj4+EAsNt9MBvVE1IjFYvTp06ddPqsrJzd21Xuj++p8uuq9Cb0vc/ZAlGhinRBCiGAURAghhAhGQaSdSSQSJCcnd8lM+q56b3RfnU9XvTdrvC+aWCeEECIY9UQIIYQIRkGEEEKIYBRECCGECEZBhBBCiGAURNrYsmULQkJCVMk8kZGR+Oabb1TvV1VVYe7cuZDJZHBycsKwYcPw+eefa7TRr18/iEQijZ/XXntN9X5KSorW+yKRCE5OTqpjduzYofW+g4ODxucwxvDyyy/D29sbjo6OGD9+PIqKiix2XwBw4MABREREwNHREW5ubpg+fbrG++Xl5YiLi4NUKkXPnj2xcuVK3Lt3T+OY77//HsOGDYNEIsGAAQOwY8cOrc9577330K9fPzg4OCAiIgKnT5/WeV/tdW/nz59HQkICfH194ejoiMGDB+Ptt9/Wui9df9eqqipB99ZefzNd15yenq51b+b6m7XHfen670f5o9y8ztx/L3Pcm75rEolE+PHHH1XH5eXlITo6Gg4ODvD19cU//vEPrWvZu3cvAgMD4eDggKFDh+LgwYMa7/N5fhhk1sLyXcD+/fvZgQMH2JUrV1hhYSH7+9//zuzs7Fh+fj5jjLEJEyawP/7xj+zUqVOspKSEbdiwgYnFYnb27FlVG35+fmz9+vWssrJS9dPY2Kh6v6GhQeO9yspKFhQUpLEXy/bt25mzs7PGMVVVVRrX+tprrzEXFxf2xRdfsPPnz7NHHnmE+fv7s9u3b1vkvvbt28fc3NzYli1bWGFhIbt48SL77LPPVO/fu3ePBQcHs/Hjx7Nz586xgwcPMk9PT5aUlKQ65urVq0wqlbIXXniBFRQUsHfeeYfZ2NiwzMxM1THp6enM3t6effTRR+zixYssMTGRubq6st9++81ifzNj95aWlsaee+459v3337OSkhL2ySefMEdHR/bOO++ojjly5AgDwAoLCzX+bi0tLYLurT3uizHGALDt27drXLP6/4fM/Tdrj/u6deuW1n9jEydOZA8//LDF/l7muDe5XK513U8//TTz9/dnCoWCMda6L0ivXr3Y7NmzWX5+Ptu9ezdzdHRkH3zwgeo6jh8/zmxsbNg//vEPVlBQwNasWcPs7OzYhQsXVMfweX4YQkGEAzc3N/bhhx8yxhhzcnJiH3/8scb77u7ubNu2barf/fz82Jtvvsm5/dzcXAaAHT16VPXa9u3bmYuLi95zFAoFk8lkbNOmTarXamtrmUQiYbt37+b0uXzu6+7du6x3796q43U5ePAgE4vFGsFuy5YtzNnZmcnlcsYYY3/729/YkCFDNM7785//zCZOnKj6fcSIEWzJkiWq31taWpiPjw9LTU3ldF+WuDddnn32WTZ27FjV78qH0s2bN/WeY+q9WeK+ALD//Oc/et9vj7+Zpf9e169fZ3Z2dhrttsffizH+zw91zc3NzMvLi61fv1712vvvv8/c3NxU/00xxtiqVavYoEGDVL/PnDmTxcXFabQVERHBFi1axBgzz/NDiYazDGhpaUF6ejqampoQGRkJABg1ahQ+++wz1NTUQKFQID09HXfu3MGYMWM0zn3ttdfg4eGB8PBwbNq0SWtIR92HH36IgQMHIjo6WuP1xsZG+Pn5wdfXF9OmTcPFixdV75WWlqKqqgrjx49Xvebi4oKIiAjk5OSY/b7Onj2La9euQSwWIzw8HN7e3pg8eTLy8/NV7ebk5GDo0KHo1auX6rWJEyeivr5ede05OTka16w8RnnNzc3NOHPmjMYxYrEY48ePN3pflrw3Xerq6uDu7q71elhYGLy9vTFhwgQcP35c9bop92bp+1qyZAk8PT0xYsQIfPTRRxrlwi35N2uvv9fHH38MqVSKJ554Qus9S/y9hN5bW/v370d1dTXmz5+vei0nJwejR4+Gvb296rWJEyeisLAQN2/eVB1j6G9myvNDC6+Q003k5eUxJycnZmNjw1xcXNiBAwdU7928eZPFxsYyAMzW1pY5Ozuzb7/9VuP8119/nR05coSdP3+ebdmyhbm6urLly5fr/Kzbt28zNzc3tnHjRo3XT5w4wf7973+zc+fOse+//5796U9/Ys7OzuyXX35hjLV2VwGwiooKjfNmzJjBZs6cafb72r17NwPA+vbty/bt28d++uknlpCQwDw8PFh1dTVjjLHExEQWGxur8ZlNTU0MADt48CBjjLEHH3yQvfrqqxrHHDhwgAFgt27dYteuXWMA2IkTJzSOWblyJRsxYoTO+2qPe2vr+PHjzNbWVqOdy5cvs61bt7KffvqJHT9+nM2fP5/Z2tqyM2fOMMaYoHtrj/tav349O3bsGDt79ix77bXXmEQiYW+//bbqfUv8zdr77zV48GD2zDPPaLxmib+XqffW1uTJk9nkyZM1XpswYQJbuHChxmsXL15kAFhBQQFjjDE7Ozu2a9cujWPee+891rNnT8aYsOeHPhREdJDL5ayoqIj99NNPbPXq1czT05NdvHiRMcbY0qVL2YgRI1hWVhbLzc1lKSkpzMXFheXl5eltLy0tjdna2rI7d+5ovbdr1y5ma2urNd/RVnNzMwsICGBr1qxhjAn7P4Ep9/Xpp58yABrjrnfu3GGenp5s69atjLGODSKWvjd1Fy5cYJ6enmzDhg16r0dp9OjRbM6cOYwxYQ+l9rwvpbVr17I+ffqofrfE36w97+vEiRMMAPvpp5/03rOSqX8vU+9N3S+//MLEYjHbt2+fxusURDqhmJgYtnDhQlZcXMwAqCbJ1N9XjjXqkp+fzwCwy5cva703btw4Nn36dE7X8cQTT7D4+HjGGGMlJSUMADt37pzGMaNHj2bPPfccp/b43Fd2djYDwH744QeNY0aMGMH+/ve/M8ZaHz6hoaEa71+9epUBUE0cRkdHs2XLlmkc89FHHzFnZ2fGWOt/gDY2Nlpj9PPmzWOPPPIIp/uyxL0pXbx4kfXs2VPrdX1WrFjBRo4cabZ7s9R9qfv6668ZANWXnvb4m1nyvp566ikWFhbG6TrM/fdSXruQ58f69euZl5cXa25u1nh97ty5bNq0aRqvKf9NampqGGOM+fr6as3LvvzyyywkJIQxZp7nhxLNiXCgUCggl8tx69YtANDa0MXGxgYKhULv+bm5uRCLxejZs6fG66WlpThy5AgWLFhg9BpaWlpw4cIFeHt7AwD8/f0hk8nw3XffqY6pr6/HqVOnVOOv5ryv4cOHQyKRoLCwUPX+3bt3UVZWBj8/PwBAZGQkLly4oFpCCQCHDx+Gs7MzgoKCVMeoX7PyGOU129vbY/jw4RrHKBQKfPfdd5zvyxL3BgAXL17E2LFj8eSTT+KVV17hdB25ubmqv5k57s0S96Xrmt3c3FRF/trjb2ap+2psbMSePXs4/TcGmP/vxffelBhj2L59O+bNmwc7OzuN9yIjI3H06FHcvXtX9drhw4cxaNAguLm5qY4x9Dczx/ND/WKJmtWrV7P//ve/rLS0lOXl5bHVq1czkUjEDh06xJqbm9mAAQNYdHQ0O3XqFCsuLmabN29mIpFINe554sQJ9uabb7Lc3FxWUlLCdu7cyby8vNi8efO0PmvNmjXMx8eH3bt3T+u9devWsW+//ZaVlJSwM2fOsPj4eObg4KDqFjPWukTP1dWVffnllywvL49NmzZN7xI9U++LMcaWLVvGevfuzb799lt2+fJltmDBAtazZ0/Vtx/lEt/Y2FiWm5vLMjMzmZeXl84lvitXrmSXLl1i7733ns7lohKJhO3YsYMVFBSwhQsXMldXV71Dfu1xbxcuXGBeXl5szpw5Gssvr1+/rmrjzTffZF988QUrKipiFy5cYMuWLWNisZhlZWUJurf2uK/9+/ezbdu2sQsXLrCioiL2/vvvM6lUyl5++WWL/c3a476UPvzwQ+bg4KBzBZa5/17mujfGGMvKymIA2KVLl7Q+o7a2lvXq1YvNnTuX5efns/T0dCaVSrWW+Nra2rLNmzezS5cuseTkZJ1LfLk+PwyhINLGU089xfz8/Ji9vT3z8vJiMTEx7NChQ6r3r1y5wh577DHWs2dPJpVKWUhIiMaSvTNnzrCIiAjm4uLCHBwc2ODBg9mrr76qNR/S0tLC+vTpo3dY4fnnn2d9+/Zl9vb2rFevXmzKlCka6+QZa12mt3btWtarVy8mkUhYTEwMKywstMh9MdY6L/Piiy+ynj17sh49erDx48drdc3LysrY5MmTmaOjI/P09GQvvvgiu3v3rsYxR44cYWFhYcze3p7179+fbd++Xet633nnHdX9jxgxgp08eVLnfbXXvSUnJzMAWj9+fn6qYzZu3MgCAgKYg4MDc3d3Z2PGjGHZ2dmC76097uubb75hYWFh7IEHHmBOTk4sNDSUbd26VSNXgjHz/s3a6/+LjDEWGRnJZs2apfM6zP33Mte9McZYQkICGzVqlN7POX/+PIuKimISiYT17t2bvfbaa1rH7Nmzhw0cOJDZ29uzIUOGaAUqPs8PQ6gUPCGEEMFoToQQQohgFEQIIYQIRkGEEEKIYBRECCGECEZBhBBCiGAURAghhAhGQYQQQohgFEQIIYQIRkGEEEKIYBRECCGECEZBhBBCiGAURAghhAj2/7Wb+FulQ6ECAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot all of the markers.\n",
    "xns.to_geopandas(mode='markers').plot(legend=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1500x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot markers on top of cross sections.\n",
    "\n",
    "gdf1 = xns.to_geopandas(mode='sections')\n",
    "gdf2 = xns.to_geopandas(mode='markers')\n",
    "\n",
    "ax = gdf1.plot(figsize=(15, 15))\n",
    "\n",
    "gdf2.plot(ax=ax, column=\"marker_label\", markersize=10, zorder=10, legend=True)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "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": "3.12.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}