{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e44b0bc7-4642-48b8-9006-8294bda9f05b",
   "metadata": {},
   "source": [
    "# Jeu de traces simulées à partir d'un réseau\n",
    "\n",
    "Nous présentons ici un exemple simple et complet reposant sur une collection de traces simulées à partir d’un réseau. Le réseau est un extrait de la BDTOPO situé sur un versant de montagne en face de la ville de Chamonix, il représente un cas non complexe de tronçons.\n",
    "\n",
    "Ce pipeline est exécuté en une seule itération.\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e6f76b98-bb3b-44c3-8ee1-4224df2009bb",
   "metadata": {},
   "source": [
    "## Import des librairies\n",
    "\n",
    "- Les deux librairies socles : tracklib et footprint2graph \n",
    "- Pour visualiser les résultats : matplotlib"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "ec19006f-c26b-4763-9aee-b7bfeb99db11",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import sys\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Ajout dans la variable PATH du système du chemin où est installée la librairie tracklib\n",
    "module_path = os.path.abspath(os.path.join('../../../../tracklib'))\n",
    "if module_path not in sys.path:\n",
    "    sys.path.append(module_path)\n",
    "# Alias pour tracklib\n",
    "import tracklib as tkl\n",
    "\n",
    "# Ajout dans la variable PATH du système du chemin où est installée la librairie footprint2graph\n",
    "module_path = os.path.abspath(os.path.join('../../..'))\n",
    "if module_path not in sys.path:\n",
    "    sys.path.append(module_path)\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a2eb09b2-4a3a-4834-b45a-8d8dfd0849ab",
   "metadata": {},
   "source": [
    "## Import des données : réseau puis traces simulées"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "9fa2b7d1-8e4d-433d-9ada-65355b50e2f5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of edges= 7\n",
      "Number of nodes= 8\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 576x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# WKT;link_id;source;target;direction;wkt_source;wkt_target\n",
    "fmt = tkl.NetworkFormat({\n",
    "       \"pos_edge_id\": 1,\n",
    "       \"pos_source\": 2,\n",
    "       \"pos_target\": 3,\n",
    "       \"pos_wkt\": 0,\n",
    "       \"srid\": \"ENU\",\n",
    "       \"separator\": \";\",\n",
    "       \"header\": 1})\n",
    "netpath = os.path.abspath(os.path.join('../../../data/network2.csv'))\n",
    "network = tkl.NetworkReader.readFromFile(netpath, fmt, verbose=False)\n",
    "\n",
    "plt.figure(figsize=(8, 6))\n",
    "network.plot('k-', '', 'g-', 'r-', 0.5, plt)\n",
    "\n",
    "print ('Number of edges=', len(network.EDGES))\n",
    "print ('Number of nodes=', len(network.NODES))\n",
    "print ('')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b63b613f-f975-4bf1-9a8b-3c31ab1b70f9",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[38;2;0;255;0m100%\u001b[39m \u001b[38;2;0;255;0m(1000 of 1000)\u001b[39m |####################| Elapsed Time: 0:00:18 Time:  0:00:180001\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "------------------------------------------------------------\n",
      "877 (87.7 %) tracks generated on network\n",
      "------------------------------------------------------------\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 576x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tkl.stochastics.seed(333)\n",
    "#\n",
    "noiser = tkl.NoiseProcess(amps=2.5, kernels=tkl.ExponentialKernel(80))\n",
    "\n",
    "# generate simulated trajectories from the network \n",
    "collection = tkl.generateTracksOnNetwork(network, N=1000, p_round_trip=0.05, p_cplx_trip=0.10, resolution=1, noiser=noiser)\n",
    "\n",
    "# add 3 attributes\n",
    "for idx, track in enumerate(collection):\n",
    "    track.createAnalyticalFeature('TID', idx+1)\n",
    "\n",
    "#\n",
    "plt.figure(figsize=(8, 5))\n",
    "collection.plot(append=plt)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ca25eb55-71f3-4e8c-a82c-0424bc89772f",
   "metadata": {},
   "source": [
    "## Dossier de stockage des résultats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "47e4c78f-8aa8-4c1b-aec3-a82cadd980b2",
   "metadata": {},
   "outputs": [],
   "source": [
    "from footprint2graph import prepareEnv, setupEnv, logEnv\n",
    "\n",
    "RESPATH = r'/home/md_vandamme/7_LIB/Footprint2graph-pipeline/test/result11/'\n",
    "\n",
    "import os\n",
    "import shutil\n",
    "\n",
    "# Suppression des répertoires\n",
    "prepareEnv(RESPATH)\n",
    "\n",
    "# Création des répertoires\n",
    "iteration_index = 1\n",
    "setupEnv(RESPATH, iteration_index)\n",
    "\n",
    "# Log environment information\n",
    "logEnv(RESPATH)\n",
    "\n",
    "#  On définit un format pour le stockage des traces modifiées dans le pipeline\n",
    "fmt = tkl.TrackFormat({'ext': 'CSV',\n",
    "                       'srid': 'ENU',\n",
    "                       'id_E': 1, 'id_N': 0, 'id_U': 3, 'id_T': 2,\n",
    "                       'time_fmt': '2D/2M/4Y 2h:2m:2s',\n",
    "                       'separator': ';',\n",
    "                       'header': 0,\n",
    "                       'cmt': '#',\n",
    "                       'read_all': True})\n",
    "\n",
    "pipeline_idx = 1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6da54d1d-491b-426c-aa8b-865f93a23dad",
   "metadata": {},
   "source": [
    "## Step 1 : segmentation and resampling"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "49f8c8b2-ac31-498c-b76d-99b78dc0f1a0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting segmentation and resampling...\n",
      "Starting segmentation ...\n",
      "     500 / 877\n",
      "    Number of tracks after segmentation: 877\n",
      "Finished saving segmented tracks.\n",
      "Starting resampling ...\n",
      "    Number of tracks to resample:  877\n",
      "    Number of tracks after resampling: 877\n",
      "    Number of tracks after resampling: 877\n",
      "Finished saving resampled tracks.\n",
      "Stage 1 finished: segmentation and resampling.\n"
     ]
    }
   ],
   "source": [
    "from footprint2graph import segmentation_resample\n",
    "\n",
    "# Paramètre : Nombre de points minimum pour un morceau de trace au moment du découpage\n",
    "#             si le nombre n'est pas atteint, le morceau de trace est oublié\n",
    "NB_OBS_MIN           = 10\n",
    "\n",
    "# Paramètre : Distance en mètres entre 2 points, si supérieure au seuil on coupe la trace\n",
    "DIST_MAX_2OBS        = 50\n",
    "\n",
    "\n",
    "RESAMPLE_SIZE_GRID = 1\n",
    "RESAMPLE_SIZE_FUSION = 5\n",
    "\n",
    "# =============================================================================\n",
    "#  On définit un format pour le stockage des traces modifiées dans le pipeline\n",
    "\n",
    "segmentation_resample(RESPATH, collection, fmt, NB_OBS_MIN, DIST_MAX_2OBS,\n",
    "                    RESAMPLE_SIZE_GRID, RESAMPLE_SIZE_FUSION)\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "2cb2ab85-7a55-4c93-9b7b-ee88c2db51b3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "affiche des résultats ??\n"
     ]
    }
   ],
   "source": [
    "print ('affiche des résultats ??')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1ceb9ec6-ce72-4fd4-b093-bee69112a194",
   "metadata": {},
   "source": [
    "## Step 2 : calculs des cartes de densités, de constraste et binaire"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "da3638c7-b5a7-449e-9372-58f1103c2465",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting rasterization and vectorization (iteration 1) \n",
      "    Loading tracks from :  resample_grid\n",
      "    Number of tracks to load:  877\n",
      "    Building high-resolution geometry density grid G1 :  2 m ...\n",
      "    Building low-resolution contextual density grid G2 :  30 m ...\n",
      "    Assigning track points to the G1 and G2 grids\n",
      "         500 / 877\n",
      "    Computing G1 ...\n",
      "    Computing G2 ...\n",
      "    Number of neighboring cells to consider: 7\n",
      "    Building contrast grid :  2 m\n",
      "    Execution time (seconds): 7.25739049911499\n",
      "    Finished heatmap computation.\n",
      "Starting morphological closingImage ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[38;2;0;255;0m100%\u001b[39m \u001b[38;2;0;255;0m(291 of 291)\u001b[39m |######################| Elapsed Time: 0:00:00 Time:  0:00:00\n",
      "\u001b[38;2;0;255;0m100%\u001b[39m \u001b[38;2;0;255;0m(287 of 287)\u001b[39m |######################| Elapsed Time: 0:00:00 Time:  0:00:00\n",
      "\u001b[38;2;255;0;0m  0%\u001b[39m \u001b[38;2;255;0;0m(0 of 1417)\u001b[39m |                       | Elapsed Time: 0:00:00 ETA:  --:--:--"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Execution time (seconds): 0.24849605560302734\n",
      "    Finished morphological opening.\n",
      "Vectorizing cleaned image ...\n",
      "Extracting road surface vector features ...\n",
      "    Number of polygonize features:  3\n",
      "    Number of polygonize features copied:  2\n",
      "    Execution time (seconds): 0.024357318878173828\n",
      "    Vectorization completed.\n",
      "Smoothing polygon to remove stair-step artifacts ...\n",
      "    Execution time (seconds): 0.08345317840576172\n",
      "    Road surface smoothing completed.\n",
      "Starting centerline computation ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[38;2;0;255;0m100%\u001b[39m \u001b[38;2;0;255;0m(1417 of 1417)\u001b[39m |####################| Elapsed Time: 0:00:00 Time:  0:00:00\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Execution time (seconds): 0.18981075286865234\n",
      "    Centerline computed.\n",
      "Stage 2 completed: rasterization and vectorization.\n"
     ]
    }
   ],
   "source": [
    "from footprint2graph import density_polygonize\n",
    "\n",
    "# Définition des grilles géométrique et contraste\n",
    "G1_SIZE              = 2\n",
    "G2_SIZE              = 30\n",
    "\n",
    "SEUIL_DENSITE = 25    # pas d'unité \n",
    "SEUIL_SURFACE = 1000  # m2\n",
    "\n",
    "cut_factor  = 5\n",
    "\n",
    "interp_dist = 5\n",
    "clean_dist  = 0\n",
    "\n",
    "density_polygonize(RESPATH, G1_SIZE, G2_SIZE, SEUIL_DENSITE, SEUIL_SURFACE,\n",
    "                       pipeline_idx, cut_factor=cut_factor, interp_dist=interp_dist, clean_dist=clean_dist)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "96cfffab-1b44-4365-96d8-fe1980744346",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/md_vandamme/.local/lib/python3.10/site-packages/pyogrio/raw.py:200: RuntimeWarning: /home/md_vandamme/7_LIB/Footprint2graph-pipeline/test/result11/image/road_surface_lissee_1.shp contains polygon(s) with rings with invalid winding order. Autocorrecting them, but that shapefile should be corrected using ogr2ogr for example.\n",
      "  return ogr_read(\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Road surface lissée')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1080x864 with 9 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from footprint2graph.util.PlotRes import matPlotShapefile, matPlotRasterShp, maPlotRasterTiff\n",
    "\n",
    "plt.figure(figsize=(15, 12))\n",
    "\n",
    "# ----------------------------------------------------------------------------------------------------------\n",
    "ax1 = plt.subplot2grid((3, 2), (0, 0))\n",
    "rasterG1 = tkl.RasterReader.readFromAscFile(RESPATH + 'image/G1_1.asc', name='G1', separator='\\t')\n",
    "mapDensity = rasterG1.getAFMap('G1')\n",
    "mapDensity.plotAsImage(cmap='jet', vmin=0, append=ax1)\n",
    "\n",
    "# ----------------------------------------------------------------------------------------------------------\n",
    "ax2 = plt.subplot2grid((3, 2), (0, 1))\n",
    "rasterK = tkl.RasterReader.readFromAscFile(RESPATH + 'image/K_1.asc', name='K', separator='\\t')\n",
    "mapContraste = rasterK.getAFMap('K')\n",
    "mapContraste.plotAsImage(cmap='jet', append=ax2)\n",
    "\n",
    "# ----------------------------------------------------------------------------------------------------------\n",
    "ax3 = plt.subplot2grid((3, 2), (1, 0))\n",
    "rasterB = tkl.RasterReader.readFromAscFile(RESPATH + 'image/B_1.asc', name='B', separator='\\t')\n",
    "mapBinaire = rasterB.getAFMap('B')\n",
    "mapBinaire.plotAsImage(append=ax3)\n",
    "\n",
    "# ----------------------------------------------------------------------------------------------------------\n",
    "ax4 = plt.subplot2grid((3, 2), (1, 1))\n",
    "#if closing:\n",
    "maPlotRasterTiff(RESPATH, 'image/erosion_1.tif', ax4)\n",
    "ax4.set_title('Closing')\n",
    "#else:\n",
    "#    maPlotRasterTiff(RESPATH, 'image/imageclean_1.tif', ax4)\n",
    "#    ax4.set_title('Comble trou')\n",
    "\n",
    "# ----------------------------------------------------------------------------------------------------------\n",
    "ax5 = plt.subplot2grid((3, 2), (2, 0))\n",
    "matPlotRasterShp(RESPATH, 'image/road_surface_1.shp', ax5)\n",
    "ax5.set_title('Road surface')\n",
    "\n",
    "# ----------------------------------------------------------------------------------------------------------\n",
    "ax6 = plt.subplot2grid((3, 2), (2, 1))\n",
    "matPlotRasterShp(RESPATH, 'image/road_surface_lissee_1.shp', ax6)\n",
    "ax6.set_title('Road surface lissée')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "83ea7f88-703a-4e17-962c-24905016bcdf",
   "metadata": {},
   "source": [
    "## Step 3 : création de la center line"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "8d2337a5-b32a-48a4-a5ac-bf789574769b",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[38;2;0;255;0m100%\u001b[39m \u001b[38;2;0;255;0m(16 of 16)\u001b[39m |########################| Elapsed Time: 0:00:00 Time:  0:00:000:00\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting topology creation for the network\n",
      "    Number of edges in the skeleton: 279\n",
      "    Finished loaded skeleton.\n",
      "Finished removing hooked parts of the skeleton.\n",
      "Finished simplification of the skeleton.\n",
      "    Number of edges in the simplified skeleton: 15\n",
      "    Number of nodes: 16\n",
      "    Conflation cannot be performed for node  0 ; the three incident edges are too long: 33 64 122\n",
      "    Conflation cannot be performed for node  11 ; the three incident edges are too long: 33 191 167\n",
      "    Edge count after conflation: 5\n",
      "Stage 3 completed: adding topology to the skeleton.\n",
      "-----------------------------------------------------------------\n"
     ]
    }
   ],
   "source": [
    "from footprint2graph import addTopologyToNetwork\n",
    "\n",
    "SEARCH = 25\n",
    "h = 5\n",
    "addTopologyToNetwork(RESPATH, SEARCH, h, pipeline_idx)\n",
    "\n",
    "fmt = tkl.NetworkFormat({\n",
    "           \"pos_edge_id\": 0,\n",
    "           \"pos_source\": 1,\n",
    "           \"pos_target\": 2,\n",
    "           \"pos_wkt\": 4,\n",
    "           \"srid\": \"ENU\",\n",
    "           \"separator\": \",\",\n",
    "           \"header\": 1})\n",
    "    \n",
    "networkpath = RESPATH + 'network/reseau_1.csv'\n",
    "squelette = tkl.NetworkReader.readFromFile(networkpath, fmt, verbose=False)\n",
    "print ('-----------------------------------------------------------------')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "d8dbecbf-1d46-4b12-bb3e-32f5dfc4f02d",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/md_vandamme/.local/lib/python3.10/site-packages/pyogrio/raw.py:200: RuntimeWarning: /home/md_vandamme/7_LIB/Footprint2graph-pipeline/test/result11/image/road_surface_lissee_1.shp contains polygon(s) with rings with invalid winding order. Autocorrecting them, but that shapefile should be corrected using ogr2ogr for example.\n",
      "  return ogr_read(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1296x576 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from footprint2graph.util.PlotRes import plotSqueletteTopo\n",
    "\n",
    "plt.figure(figsize=(18, 8))\n",
    "\n",
    "ax1 = plt.subplot2grid((2, 3), (0, 0))\n",
    "matPlotRasterShp(RESPATH, 'image/road_surface_lissee_1.shp', ax1)\n",
    "ax1.set_title('Road surface lissée')\n",
    "\n",
    "ax2 = plt.subplot2grid((2, 3), (0, 1))\n",
    "matPlotShapefile(RESPATH + 'network/', 'squelette_1.shp', ax2)\n",
    "ax2.set_title('squelette brut')\n",
    "\n",
    "ax3 = plt.subplot2grid((2, 3), (0, 2))\n",
    "plotSqueletteTopo(RESPATH, ax3)\n",
    "ax3.set_title('squelette avec topologie')\n",
    "\n",
    "ax4 = plt.subplot2grid((2, 3), (1, 0))\n",
    "network.plot(edges='b-', size=1.0, append=ax4)\n",
    "ax4.set_title('BDTOPO')\n",
    "\n",
    "ax5 = plt.subplot2grid((2, 3), (1, 1))\n",
    "squelette.plot('k-', nodes='ko', size=0.8, append=ax5)\n",
    "ax5.set_title('squelette simplifié avec topologie')\n",
    "\n",
    "print ('')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "03ae215d-9aa2-4bdf-a312-b27c5e6ecc85",
   "metadata": {},
   "source": [
    "## Step 4 : Construction des géométries agrégées pour chaque arc du squelette\n",
    "\n",
    "1. Attribue les points des traces brutes à chaque arc de la topologie\n",
    "\t- Recalage avec l’algorithme de Newson and Krumm (2009)\n",
    "2. Reconstruit les bons morceaux de traces candidats pour chaque arc de la topologie\n",
    "3. Agrégation des morceaux de traces\n",
    "4. Conflation des traces fusionnées afin d’obtenir un réseau de mobilité   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "fbd0b69b-920b-4d12-9ab5-47ab644351e8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting map-matching, aggregation, and conflation of GNSS trajectories.\n",
      "Loading network (1) ...\n",
      "    Number of edges =  5\n",
      "    Number of nodes =  6\n",
      "    Total segment length of the network =  765.9881721625043\n",
      "    Loading collection of tracks ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[38;2;0;255;0m100%\u001b[39m \u001b[38;2;0;255;0m(6 of 6)\u001b[39m |##########################| Elapsed Time: 0:00:00 Time:  0:00:00\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Number of tracks: 877\n",
      "    Execution time (seconds): 0.6212308406829834\n",
      "Starting map-matching ...\n",
      "Map-matching preparation...\n",
      "    PARAMETER search_radius:  25\n",
      "    Map-matching ended.\n",
      "    Execution time (seconds): 12.402592897415161\n",
      "    Map-matching results exported.\n",
      "    Number of map-matched points = 49111 (89.82 %)\n",
      "    Map-matching results restructuring completed.\n",
      "Starting construction of candidate trajectory segments for each topology edge ...\n",
      "    265  candidates for edge 15\n",
      "    571  candidates for edge 12\n",
      "    264  candidates for edge 16\n",
      "    189  candidates for edge 17\n",
      "    235  candidates for edge 21\n",
      "    Number of processed edges:  5\n",
      "    Minimum number of candidate tracks per edge:  189\n",
      "    Maximum number of candidate traces per edge:  571\n",
      "    Average number of candidate tracks per edge:  305\n",
      "    Segment construction completed.\n",
      "    Execution time (seconds): 4.6723151206970215\n",
      "Starting aggregation ...\n",
      "    Aggregation for arc number: 15\n",
      "        Number of candidate tracks / number of sampled tracks 265 / 30\n",
      "    Aggregation for arc number: 12\n",
      "        Number of candidate tracks / number of sampled tracks 569 / 30\n",
      "    Aggregation for arc number: 16\n",
      "        Number of candidate tracks / number of sampled tracks 264 / 30\n",
      "    Aggregation for arc number: 17\n",
      "        Number of candidate tracks / number of sampled tracks 189 / 30\n",
      "    Aggregation for arc number: 21\n",
      "        Number of candidate tracks / number of sampled tracks 235 / 30\n",
      "    Number of aggregations: 5\n",
      "    Number of aggregations with 30 traces: 5\n",
      "    Number of aggregations with fewer than 30 traces: 0\n",
      "    Minimum number of traces in aggregation: 189\n",
      "    Average number of traces in aggregation: 304\n",
      "    Aggregation process finished.\n",
      "    Execution time (seconds): 3.1148173809051514\n",
      "Starting conflation ...\n",
      "    Conflation process finished.\n",
      "    Execution time (seconds): 0.008690595626831055\n",
      "Stage 4 completed: map-matching, aggregation, and conflation.\n"
     ]
    }
   ],
   "source": [
    "from footprint2graph import createNetworkGeom\n",
    "\n",
    "SEARCH = 25\n",
    "BUFFER = 20\n",
    "createNetworkGeom(RESPATH, SEARCH, BUFFER, pipeline_idx)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "43b3223a-6099-46c9-b305-c6cd6d4fa7d3",
   "metadata": {},
   "source": [
    "### Visualisation du recalage sur le réseau"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "e80478ed-3cfe-4d58-8143-51c3c6219ec4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1152x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from footprint2graph.util.PlotRes import plotMM\n",
    "\n",
    "plotMM(RESPATH, squelette)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "521070d9-9c76-41fa-87fb-1e86007c399d",
   "metadata": {},
   "source": [
    "### Visualisation des candidats pour l'agrégation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "d19ab449-f67f-4c52-8609-fa1a7a5c3ea6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from footprint2graph.util.PlotRes import plotSegmentsConstruction\n",
    "\n",
    "plt.figure(figsize=(8, 8))\n",
    "\n",
    "ax1 = plt.subplot2grid((1, 1), (0, 0))\n",
    "plotSegmentsConstruction(RESPATH, ax1, squelette)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "73d2a409-78bf-4382-84c5-abd0e3a8fe40",
   "metadata": {},
   "source": [
    "### Visualisation de l'agrégation et de la conflation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "c10b689a-2ec5-4db4-9a7a-0e8625d18122",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'CONFLATION')"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1296x1080 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from footprint2graph.util.PlotRes import plotAggregation, plotConflation\n",
    "import os\n",
    "\n",
    "plt.figure(figsize=(18, 15))\n",
    "\n",
    "# ---------------------------------------------------\n",
    "ax1 = plt.subplot2grid((2, 2), (0, 0))\n",
    "network.plot('k-', '', 'g-', 'r-', 0.5, ax1)\n",
    "ax1.set_title('BDTOPO')\n",
    "\n",
    "# ---------------------------------------------------\n",
    "ax2 = plt.subplot2grid((2, 2), (0, 1))\n",
    "squelette.plot('k-', nodes='ko', size=0.8, append=ax2)\n",
    "ax2.set_title('squelette simplifié avec topologie')\n",
    "\n",
    "# ---------------------------------------------------\n",
    "ax3 = plt.subplot2grid((2, 2), (1, 0))\n",
    "plotAggregation(RESPATH, ax3)\n",
    "ax3.set_title('Agrégation des morceaux de traces')\n",
    "\n",
    "# ---------------------------------------------------\n",
    "ax4 = plt.subplot2grid((2, 2), (1, 1))\n",
    "plotConflation(RESPATH, ax4)\n",
    "ax4.set_title('CONFLATION')\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aea4e74b-5fe7-4784-93aa-d8640c9a2149",
   "metadata": {},
   "source": [
    "## Visualisation du résultat final"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "9b2b4df1-0ace-4763-95eb-f706e7a860b3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x77ca210ef010>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 10))\n",
    "ax = plt.subplot2grid((1, 1), (0, 0))\n",
    "\n",
    "network.plot('b-', nodes='', size=1.2, append=plt)\n",
    "plotConflation(RESPATH, ax, size=1.5, label='Outdoor Footprint Network')\n",
    "\n",
    "plt.legend()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
