{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a68b1c0c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-04-17T07:26:29.694598Z",
     "iopub.status.busy": "2024-04-17T07:26:29.694294Z",
     "iopub.status.idle": "2024-04-17T07:26:30.009803Z",
     "shell.execute_reply": "2024-04-17T07:26:30.009350Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "            <div id=\"53URIj\"></div>\n",
       "            <script type=\"text/javascript\" data-lets-plot-script=\"library\">\n",
       "                if(!window.letsPlotCallQueue) {\n",
       "                    window.letsPlotCallQueue = [];\n",
       "                }; \n",
       "                window.letsPlotCall = function(f) {\n",
       "                    window.letsPlotCallQueue.push(f);\n",
       "                };\n",
       "                (function() {\n",
       "                    var script = document.createElement(\"script\");\n",
       "                    script.type = \"text/javascript\";\n",
       "                    script.src = \"https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.3.1/js-package/distr/lets-plot.min.js\";\n",
       "                    script.onload = function() {\n",
       "                        window.letsPlotCall = function(f) {f();};\n",
       "                        window.letsPlotCallQueue.forEach(function(f) {f();});\n",
       "                        window.letsPlotCallQueue = [];\n",
       "                        \n",
       "                    };\n",
       "                    script.onerror = function(event) {\n",
       "                        window.letsPlotCall = function(f) {};    // noop\n",
       "                        window.letsPlotCallQueue = [];\n",
       "                        var div = document.createElement(\"div\");\n",
       "                        div.style.color = 'darkred';\n",
       "                        div.textContent = 'Error loading Lets-Plot JS';\n",
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       "                    };\n",
       "                    var e = document.getElementById(\"53URIj\");\n",
       "                    e.appendChild(script);\n",
       "                })()\n",
       "            </script>\n",
       "            "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from lets_plot import *\n",
    "LetsPlot.setup_html()\n",
    "\n",
    "class ggmatrix():\n",
    "    def __init__(self, plot_width, plot_height):\n",
    "        self.bunch = GGBunch()\n",
    "        self.plot_width = plot_width\n",
    "        self.plot_height = plot_height\n",
    "        \n",
    "    def add(self, col, row, spec):\n",
    "        self.bunch.add_plot(spec, col * self.plot_width, row * self.plot_height, self.plot_width, self.plot_height)\n",
    "        \n",
    "    def show(self):\n",
    "        self.bunch.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4377ea51",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-04-17T07:26:30.011127Z",
     "iopub.status.busy": "2024-04-17T07:26:30.011008Z",
     "iopub.status.idle": "2024-04-17T07:26:30.013720Z",
     "shell.execute_reply": "2024-04-17T07:26:30.013530Z"
    }
   },
   "outputs": [],
   "source": [
    "def time_plot(title, time, y=False):\n",
    "    np.random.seed(0)\n",
    "    value = np.random.normal(loc=-5, scale=6, size=len(time))\n",
    "    d = {'time': time, 'value': value}\n",
    "    if y:\n",
    "        return ggplot(d) + geom_line(aes('value', 'time')) + scale_y_time() + ggtitle(title)\n",
    "    else:\n",
    "        return ggplot(d) + geom_line(aes('time', 'value')) + scale_x_time() + ggtitle(title)\n",
    "\n",
    "def serie(start, end, duration, step = None):\n",
    "    if step is None:\n",
    "        step = 1 * duration\n",
    "        \n",
    "    return [v for v in range(start * duration, end * duration, step)]\n",
    "\n",
    "MS = 1\n",
    "SECOND = 1000 * MS\n",
    "MINUTE = 60 * SECOND\n",
    "HOUR = 60 * MINUTE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "c3497852",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-04-17T07:26:30.014635Z",
     "iopub.status.busy": "2024-04-17T07:26:30.014561Z",
     "iopub.status.idle": "2024-04-17T07:26:30.053941Z",
     "shell.execute_reply": "2024-04-17T07:26:30.053661Z"
    }
   },
   "outputs": [
    {
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       "   <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
       "       (function() {\n",
       "           var plotSpec={\n",
       "\"kind\":\"ggbunch\",\n",
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       "},\n",
       "\"mapping\":{\n",
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       "\"data_meta\":{\n",
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       "\"ggtitle\":{\n",
       "\"text\":\"-30..30 minutes\"\n",
       "},\n",
       "\"kind\":\"plot\",\n",
       "\"scales\":[{\n",
       "\"aesthetic\":\"x\",\n",
       "\"time\":true\n",
       "}],\n",
       "\"layers\":[{\n",
       "\"geom\":\"line\",\n",
       "\"mapping\":{\n",
       "\"x\":\"time\",\n",
       "\"y\":\"value\"\n",
       "},\n",
       "\"data_meta\":{\n",
       "},\n",
       "\"data\":{\n",
       "}\n",
       "}],\n",
       "\"metainfo_list\":[]\n",
       "}\n",
       "},{\n",
       "\"x\":480.0,\n",
       "\"y\":600.0,\n",
       "\"width\":480.0,\n",
       "\"height\":300.0,\n",
       "\"feature_spec\":{\n",
       "\"data\":{\n",
       "\"time\":[-1800000.0,-1740000.0,-1680000.0,-1620000.0,-1560000.0,-1500000.0,-1440000.0,-1380000.0,-1320000.0,-1260000.0,-1200000.0,-1140000.0,-1080000.0,-1020000.0,-960000.0,-900000.0,-840000.0,-780000.0,-720000.0,-660000.0,-600000.0,-540000.0,-480000.0,-420000.0,-360000.0,-300000.0,-240000.0,-180000.0,-120000.0,-60000.0,0.0,60000.0,120000.0,180000.0,240000.0,300000.0,360000.0,420000.0,480000.0,540000.0,600000.0,660000.0,720000.0,780000.0,840000.0,900000.0,960000.0,1020000.0,1080000.0,1140000.0,1200000.0,1260000.0,1320000.0,1380000.0,1440000.0,1500000.0,1560000.0,1620000.0,1680000.0,1740000.0],\n",
       "\"value\":[5.584314075805985,-2.5990567497966603,0.872427904634435,8.445359195208747,6.205347940899806,-10.863667279258467,0.7005305051535364,-5.908143249786187,-5.619313110761347,-2.5364089883697662,-4.1357385730347325,3.72564104177785,-0.43377364911803973,-4.269949901043029,-2.336820603527446,-2.997954035754399,3.9644744389456363,-6.230949582594805,-3.121593790094592,-10.124574435810349,-20.317938895004474,-1.0782884273578364,0.1866171931570344,-9.452990122438653,8.618527743925647,-13.726194047592589,-4.725448896191324,-6.123103100155001,4.196675286150745,3.8161526194017092,-4.070315445818502,-2.7310248823869587,-10.326714485780677,-16.884778809343562,-7.087472895956916,-4.061906185376119,2.381744084366325,2.2142790927064677,-7.323960904447714,-6.8138165034520135,-11.291317790402555,-13.520107623073851,-15.237621143750076,6.704652371390738,-8.05791309050992,-7.628445809667118,-12.516772160299556,-0.3350578650085394,-14.683387085347709,-6.276441681283812,-10.372799367162054,-2.6785850128444277,-8.064830825413239,-12.083793104734472,-5.169093370031929,-2.430008776817494,-4.600896665700993,-3.1851686135613115,-8.805932562085783,-7.176446995922829]\n",
       "},\n",
       "\"mapping\":{\n",
       "},\n",
       "\"data_meta\":{\n",
       "},\n",
       "\"ggtitle\":{\n",
       "\"text\":\"-30..30 minutes + scale_y_time()\"\n",
       "},\n",
       "\"kind\":\"plot\",\n",
       "\"scales\":[{\n",
       "\"aesthetic\":\"y\",\n",
       "\"time\":true\n",
       "}],\n",
       "\"layers\":[{\n",
       "\"geom\":\"line\",\n",
       "\"mapping\":{\n",
       "\"x\":\"value\",\n",
       "\"y\":\"time\"\n",
       "},\n",
       "\"data_meta\":{\n",
       "},\n",
       "\"data\":{\n",
       "}\n",
       "}],\n",
       "\"metainfo_list\":[]\n",
       "}\n",
       "}]\n",
       "};\n",
       "           var plotContainer = document.getElementById(\"gWpB40\");\n",
       "           window.letsPlotCall(function() {{\n",
       "               LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
       "           }});\n",
       "       })();\n",
       "   </script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "matrix = ggmatrix(480, 300)\n",
    "matrix.add(0, 0, time_plot(\"5 seconds\", serie(0, 5000, MS, step = 5*MS)))\n",
    "matrix.add(1, 0, time_plot(\"24 hours\", serie(0, 24, HOUR, step = 30*MINUTE)))\n",
    "matrix.add(0, 1, time_plot(\"5 days\", serie(0, 120, HOUR)))\n",
    "matrix.add(1, 1, time_plot(\"30 days\", serie(0, 720, HOUR)))\n",
    "matrix.add(0, 2, time_plot(\"-30..30 minutes\", serie(-30, 30, MINUTE)))\n",
    "matrix.add(1, 2, time_plot(\"-30..30 minutes + scale_y_time()\", serie(-30, 30, MINUTE), y=True))\n",
    "matrix.show()"
   ]
  }
 ],
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