{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "53ec3200",
   "metadata": {},
   "outputs": [],
   "source": [
    "using DataFrames\n",
    "using CSV\n",
    "using Plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "ad4e5edb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Plots.PlotlyBackend()"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "xname = \"frequency\"\n",
    "yname = \"dt_earliest_pickup\"\n",
    "\n",
    "df = DataFrame(CSV.File(\"results.csv\"))\n",
    "\n",
    "x, y = df[!,xname], df[!,yname]\n",
    "y = reshape(y, length(unique(x)), length(unique(y)))\n",
    "x = reshape(x, length(unique(x)), length(unique(y)))\n",
    "y = y[1, :]/450\n",
    "x = x[:,1]\n",
    "#y = unique(y)\n",
    "\n",
    "ks = names(df)\n",
    "filter!(e->e!= xname, ks)\n",
    "filter!(e->e!= yname, ks)\n",
    "\n",
    "plotly()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "817c2a01",
   "metadata": {},
   "outputs": [
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",
      "text/html": [
       "    <div id=\"4cb73995-5702-4d98-b7c2-89a2f64f28f0\" style=\"width:600px;height:400px;\"></div>\n",
       "    <script>\n",
       "        requirejs.config({\n",
       "        paths: {\n",
       "            Plotly: 'https://cdn.plot.ly/plotly-1.57.1.min'\n",
       "        }\n",
       "    });\n",
       "    require(['Plotly'], function (Plotly) {\n",
       "\n",
       "        var PLOT = document.getElementById('4cb73995-5702-4d98-b7c2-89a2f64f28f0');\n",
       "    Plotly.plot(PLOT, [\n",
       "    {\n",
       "        \"xaxis\": \"x\",\n",
       "        \"colorbar\": {\n",
       "            \"title\": \"\"\n",
       "        },\n",
       "        \"colorscale\": [\n",
       "            [\n",
       "                0.0,\n",
       "                \"rgba(0, 128, 0, 1.000)\"\n",
       "            ],\n",
       "            [\n",
       "                0.5,\n",
       "                \"rgba(255, 255, 0, 1.000)\"\n",
       "            ],\n",
       "            [\n",
       "                1.0,\n",
       "                \"rgba(255, 0, 0, 1.000)\"\n",
       "            ]\n",
       "        ],\n",
       "        \"yaxis\": \"y\",\n",
       "        \"showscale\": true,\n",
       "        \"x\": [\n",
       "            2.9125,\n",
       "            3.0875,\n",
       "            3.2625,\n",
       "            3.4375,\n",
       "            3.6125,\n",
       "            3.7875,\n",
       "            3.9625,\n",
       "            4.137499999999999,\n",
       "            4.3125,\n",
       "            4.487500000000001,\n",
       "            4.6625,\n",
       "            4.8375,\n",
       "            5.012499999999999,\n",
       "            5.1875,\n",
       "            5.3625,\n",
       "            5.5375,\n",
       "            5.7125,\n",
       "            5.887499999999999,\n",
       "            6.0625,\n",
       "            6.2375,\n",
       "            6.4125,\n",
       "            6.5875,\n",
       "            6.762499999999999,\n",
       "            6.9375,\n",
       "            7.112499999999999,\n",
       "            7.2875,\n",
       "            7.4625,\n",
       "            7.637499999999999,\n",
       "            7.8125,\n",
       "            7.987499999999999,\n",
       "            8.1625,\n",
       "            8.3375,\n",
       "            8.5125,\n",
       "            8.6875,\n",
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       "            9.2125,\n",
       "            9.3875,\n",
       "            9.5625,\n",
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       "            9.9125\n",
       "        ],\n",
       "        \"showlegend\": false,\n",
       "        \"name\": \"y1\",\n",
       "        \"zmin\": 1.0340480311396869e6,\n",
       "        \"z\": [\n",
       "            [\n",
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          "text": "dt_earliest_pickup [t₀]"
         },
         "type": "linear",
         "visible": true,
         "zeroline": false,
         "zerolinecolor": "rgba(0, 0, 0, 1)"
        }
       }
      },
      "image/png": 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",
      "text/html": [
       "    <div id=\"07a71f48-c63e-4f25-8331-cabb6d22a6de\" style=\"width:600px;height:400px;\"></div>\n",
       "    <script>\n",
       "        requirejs.config({\n",
       "        paths: {\n",
       "            Plotly: 'https://cdn.plot.ly/plotly-1.57.1.min'\n",
       "        }\n",
       "    });\n",
       "    require(['Plotly'], function (Plotly) {\n",
       "\n",
       "        var PLOT = document.getElementById('07a71f48-c63e-4f25-8331-cabb6d22a6de');\n",
       "    Plotly.plot(PLOT, [\n",
       "    {\n",
       "        \"xaxis\": \"x\",\n",
       "        \"colorbar\": {\n",
       "            \"title\": \"\"\n",
       "        },\n",
       "        \"colorscale\": [\n",
       "            [\n",
       "                0.0,\n",
       "                \"rgba(0, 128, 0, 1.000)\"\n",
       "            ],\n",
       "            [\n",
       "                0.5,\n",
       "                \"rgba(255, 255, 0, 1.000)\"\n",
       "            ],\n",
       "            [\n",
       "                1.0,\n",
       "                \"rgba(255, 0, 0, 1.000)\"\n",
       "            ]\n",
       "        ],\n",
       "        \"yaxis\": \"y\",\n",
       "        \"showscale\": true,\n",
       "        \"x\": [\n",
       "            2.9125,\n",
       "            3.0875,\n",
       "            3.2625,\n",
       "            3.4375,\n",
       "            3.6125,\n",
       "            3.7875,\n",
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          "text": "dt_earliest_pickup [t₀]"
         },
         "type": "linear",
         "visible": true,
         "zeroline": false,
         "zerolinecolor": "rgba(0, 0, 0, 1)"
        }
       }
      },
      "image/png": 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       "    <div id=\"507c4799-5880-4eed-8a15-00ab540b1be4\" style=\"width:600px;height:400px;\"></div>\n",
       "    <script>\n",
       "        requirejs.config({\n",
       "        paths: {\n",
       "            Plotly: 'https://cdn.plot.ly/plotly-1.57.1.min'\n",
       "        }\n",
       "    });\n",
       "    require(['Plotly'], function (Plotly) {\n",
       "\n",
       "        var PLOT = document.getElementById('507c4799-5880-4eed-8a15-00ab540b1be4');\n",
       "    Plotly.plot(PLOT, [\n",
       "    {\n",
       "        \"xaxis\": \"x\",\n",
       "        \"colorbar\": {\n",
       "            \"title\": \"\"\n",
       "        },\n",
       "        \"colorscale\": [\n",
       "            [\n",
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       "                \"rgba(0, 128, 0, 1.000)\"\n",
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       "            [\n",
       "                0.5,\n",
       "                \"rgba(255, 255, 0, 1.000)\"\n",
       "            ],\n",
       "            [\n",
       "                1.0,\n",
       "                \"rgba(255, 0, 0, 1.000)\"\n",
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       "        ],\n",
       "        \"yaxis\": \"y\",\n",
       "        \"showscale\": true,\n",
       "        \"x\": [\n",
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       "            4.487500000000001,\n",
       "            4.6625,\n",
       "            4.8375,\n",
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       "            5.1875,\n",
       "            5.3625,\n",
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       "            5.887499999999999,\n",
       "            6.0625,\n",
       "            6.2375,\n",
       "            6.4125,\n",
       "            6.5875,\n",
       "            6.762499999999999,\n",
       "            6.9375,\n",
       "            7.112499999999999,\n",
       "            7.2875,\n",
       "            7.4625,\n",
       "            7.637499999999999,\n",
       "            7.8125,\n",
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       "            8.3375,\n",
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       "        \"showlegend\": false,\n",
       "        \"name\": \"y1\",\n",
       "        \"zmin\": 1.0,\n",
       "        \"z\": [\n",
       "            [\n",
       "                1.0,\n",
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       "                1.0,\n",
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     "metadata": {},
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    {
     "name": "stdout",
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     "text": [
      "40, 40)\n"
     ]
    }
   ],
   "source": [
    "for name in ks\n",
    "    data = df[!,name]\n",
    "    data = reshape(data, length(x), length(y))\n",
    "    for i  in 1:40\n",
    "        data[i,:] = data[i,:] #\n",
    "    end\n",
    "    println(size(data))\n",
    "    map = heatmap(\n",
    "    x, y, data,\n",
    "    c=cgrad([:green, :yellow, :red]),\n",
    "    xlabel=\"Frequency [1/t₀]\", ylabel=\"dt_earliest_pickup [t₀]\",\n",
    "    title=\"$name\")\n",
    "    display(map)\n",
    "    #savefig(map, \"results/$name.png\")\n",
    "end\n",
    "\n",
    "#TODO Waiting Time, Efficiency"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "80a987b5",
   "metadata": {},
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",
      "text/html": [
       "    <div id=\"5692b9ed-184e-411a-9b7e-3593b50af14f\" style=\"width:600px;height:400px;\"></div>\n",
       "    <script>\n",
       "        requirejs.config({\n",
       "        paths: {\n",
       "            Plotly: 'https://cdn.plot.ly/plotly-1.57.1.min'\n",
       "        }\n",
       "    });\n",
       "    require(['Plotly'], function (Plotly) {\n",
       "\n",
       "        var PLOT = document.getElementById('5692b9ed-184e-411a-9b7e-3593b50af14f');\n",
       "    Plotly.plot(PLOT, [\n",
       "    {\n",
       "        \"xaxis\": \"x\",\n",
       "        \"colorbar\": {\n",
       "            \"title\": \"\"\n",
       "        },\n",
       "        \"colorscale\": [\n",
       "            [\n",
       "                0.0,\n",
       "                \"rgba(0, 128, 0, 1.000)\"\n",
       "            ],\n",
       "            [\n",
       "                1.0,\n",
       "                \"rgba(255, 0, 0, 1.000)\"\n",
       "            ]\n",
       "        ],\n",
       "        \"yaxis\": \"y\",\n",
       "        \"showscale\": true,\n",
       "        \"x\": [\n",
       "            2.9125,\n",
       "            3.0875,\n",
       "            3.2625,\n",
       "            3.4375,\n",
       "            3.6125,\n",
       "            3.7875,\n",
       "            3.9625,\n",
       "            4.137499999999999,\n",
       "            4.3125,\n",
       "            4.487500000000001,\n",
       "            4.6625,\n",
       "            4.8375,\n",
       "            5.012499999999999,\n",
       "            5.1875,\n",
       "            5.3625,\n",
       "            5.5375,\n",
       "            5.7125,\n",
       "            5.887499999999999,\n",
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     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(40, 40)\n"
     ]
    }
   ],
   "source": [
    "name = \"mean_relative_delay\"\n",
    "data = df[!,name]\n",
    "    data = reshape(data, length(x), length(y))\n",
    "    for i  in 1:40\n",
    "        data[i,:] = data[i,:] .- y[i]\n",
    "    end\n",
    "    println(size(data))\n",
    "    map = heatmap(\n",
    "    x, y, data,\n",
    "    c=cgrad([:green, :red]),\n",
    "    xlabel=\"Frequency [1/t₀]\", ylabel=\"dt_earliest_pickup [t₀]\",\n",
    "    title=\"$name\")\n",
    "    display(map)\n",
    "    #savefig(map, \"results/$name.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9530c602",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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