{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: folium in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (0.19.4)\n",
      "Requirement already satisfied: pandas in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (2.2.3)\n",
      "Requirement already satisfied: OSMnx in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (2.0.1)\n",
      "Requirement already satisfied: networkx in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (3.4.2)\n",
      "Requirement already satisfied: scikit-learn in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (1.6.1)\n",
      "Requirement already satisfied: matplotlib in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (3.10.1)\n",
      "Requirement already satisfied: numpy in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (2.2.3)\n",
      "Requirement already satisfied: branca>=0.6.0 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from folium) (0.8.1)\n",
      "Requirement already satisfied: jinja2>=2.9 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from folium) (3.1.5)\n",
      "Requirement already satisfied: requests in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from folium) (2.32.3)\n",
      "Requirement already satisfied: xyzservices in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from folium) (2025.1.0)\n",
      "Requirement already satisfied: python-dateutil>=2.8.2 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from pandas) (2.9.0.post0)\n",
      "Requirement already satisfied: pytz>=2020.1 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from pandas) (2025.1)\n",
      "Requirement already satisfied: tzdata>=2022.7 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from pandas) (2025.1)\n",
      "Requirement already satisfied: geopandas>=1.0 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from OSMnx) (1.0.1)\n",
      "Requirement already satisfied: shapely>=2.0 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from OSMnx) (2.0.7)\n",
      "Requirement already satisfied: scipy>=1.6.0 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from scikit-learn) (1.15.2)\n",
      "Requirement already satisfied: joblib>=1.2.0 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from scikit-learn) (1.4.2)\n",
      "Requirement already satisfied: threadpoolctl>=3.1.0 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from scikit-learn) (3.5.0)\n",
      "Requirement already satisfied: contourpy>=1.0.1 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from matplotlib) (1.3.1)\n",
      "Requirement already satisfied: cycler>=0.10 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from matplotlib) (0.12.1)\n",
      "Requirement already satisfied: fonttools>=4.22.0 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from matplotlib) (4.56.0)\n",
      "Requirement already satisfied: kiwisolver>=1.3.1 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from matplotlib) (1.4.8)\n",
      "Requirement already satisfied: packaging>=20.0 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from matplotlib) (24.2)\n",
      "Requirement already satisfied: pillow>=8 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from matplotlib) (11.1.0)\n",
      "Requirement already satisfied: pyparsing>=2.3.1 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from matplotlib) (3.2.1)\n",
      "Requirement already satisfied: pyogrio>=0.7.2 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from geopandas>=1.0->OSMnx) (0.10.0)\n",
      "Requirement already satisfied: pyproj>=3.3.0 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from geopandas>=1.0->OSMnx) (3.7.1)\n",
      "Requirement already satisfied: MarkupSafe>=2.0 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from jinja2>=2.9->folium) (3.0.2)\n",
      "Requirement already satisfied: six>=1.5 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from python-dateutil>=2.8.2->pandas) (1.17.0)\n",
      "Requirement already satisfied: charset_normalizer<4,>=2 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from requests->folium) (3.4.1)\n",
      "Requirement already satisfied: idna<4,>=2.5 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from requests->folium) (3.10)\n",
      "Requirement already satisfied: urllib3<3,>=1.21.1 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from requests->folium) (2.3.0)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /home/a24jacqb/.julia/conda/3/x86_64/lib/python3.12/site-packages (from requests->folium) (2025.1.31)\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "%pip install folium pandas OSMnx networkx scikit-learn matplotlib numpy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import solution_reader\n",
    "import datetime as dt\n",
    "import folium"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Files\n",
    "solutionFile = \"./../output/Nantes_1_sol.json\"\n",
    "dataFile = \"./../data_in/Nantes_1.json\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "solution = solution_reader.PDPTWSolution(solutionFile)\n",
    "data = solution_reader.PDPTWData(dataFile)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
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       "    \n",
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       "            );\n",
       "            marker_8633392b937e16a6449f18ac6615299d.setIcon(icon_df5e2ef2c374ae20979ca012840d207a);\n",
       "        \n",
       "    \n",
       "            var marker_6a4e46838b3bdcb9f4e8d6aad5e27d50 = L.marker(\n",
       "                [47.210421, -1.561234],\n",
       "                {\n",
       "}\n",
       "            ).addTo(map_dd7aa15682fe2b2f86d0dd49ca124dfc);\n",
       "        \n",
       "    \n",
       "            var icon_edb2d99a2137a6868ba042de9d8572f1 = L.AwesomeMarkers.icon(\n",
       "                {\n",
       "  &quot;markerColor&quot;: &quot;lightblue&quot;,\n",
       "  &quot;iconColor&quot;: &quot;white&quot;,\n",
       "  &quot;icon&quot;: &quot;info-sign&quot;,\n",
       "  &quot;prefix&quot;: &quot;glyphicon&quot;,\n",
       "  &quot;extraClasses&quot;: &quot;fa-rotate-0&quot;,\n",
       "  &quot;popup&quot;: &quot;delivery&quot;,\n",
       "}\n",
       "            );\n",
       "            marker_6a4e46838b3bdcb9f4e8d6aad5e27d50.setIcon(icon_edb2d99a2137a6868ba042de9d8572f1);\n",
       "        \n",
       "    \n",
       "            var marker_ccf39a13dd1a51471522c6b3444785db = L.marker(\n",
       "                [47.213824, -1.558907],\n",
       "                {\n",
       "}\n",
       "            ).addTo(map_dd7aa15682fe2b2f86d0dd49ca124dfc);\n",
       "        \n",
       "    \n",
       "            var icon_a3655614d19e24a583d4c3330bc7df8b = L.AwesomeMarkers.icon(\n",
       "                {\n",
       "  &quot;markerColor&quot;: &quot;lightblue&quot;,\n",
       "  &quot;iconColor&quot;: &quot;white&quot;,\n",
       "  &quot;icon&quot;: &quot;info-sign&quot;,\n",
       "  &quot;prefix&quot;: &quot;glyphicon&quot;,\n",
       "  &quot;extraClasses&quot;: &quot;fa-rotate-0&quot;,\n",
       "  &quot;popup&quot;: &quot;delivery&quot;,\n",
       "}\n",
       "            );\n",
       "            marker_ccf39a13dd1a51471522c6b3444785db.setIcon(icon_a3655614d19e24a583d4c3330bc7df8b);\n",
       "        \n",
       "    \n",
       "            var poly_line_75be16bada57875ae31eed084aa1373e = L.polyline(\n",
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       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;noClip&quot;: false, &quot;opacity&quot;: 0.5, &quot;smoothFactor&quot;: 0, &quot;stroke&quot;: true, &quot;weight&quot;: 5}\n",
       "            ).addTo(map_dd7aa15682fe2b2f86d0dd49ca124dfc);\n",
       "        \n",
       "&lt;/script&gt;\n",
       "&lt;/html&gt;\" width=\"1000\" height=\"1000\"style=\"border:none !important;\" \"allowfullscreen\" \"webkitallowfullscreen\" \"mozallowfullscreen\"></iframe>"
      ],
      "text/plain": [
       "<branca.element.Figure at 0x7ff1b3228f20>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "f = folium.Figure(width=1000, height=1000)\n",
    "map = folium.Map(location=(47.213811, -1.553168), zoom_start=15)\n",
    "solution_reader.display_points_of_interest(map, data)\n",
    "solution_reader.display_route(map, data, solution, 0)\n",
    "f.add_child(map)\n",
    "f"
   ]
  }
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