{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "82a67fcf-462a-417c-a59e-5c0483794092",
   "metadata": {},
   "source": [
    "# Quickstart"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "81b9b928-e00c-4346-8e03-8419d9d8c6b5",
   "metadata": {},
   "source": [
    "Nous présentons ici un exemple simple du pipeline footprint2graph.\n",
    "\n",
    "Cet exemple repose sur une collection de traces simulées à partir d’un réseau. Le réseau est un extrait de la BDTOPO situé sur un versant \n",
    "de montagne en face de la ville de Chamonix, il représente un cas non complexe de tronçons. Ce réseau est encodé dans un fichier CSV, \n",
    "téléchargeable ici : [Télécharger le jeu de données](blob:https://github.com/188d3c0f-1514-4034-b6f8-7b08174d6951)\n",
    "\n",
    "Ce pipeline est exécuté en une seule itération. On ne l'exécute q'une seule fois, car comme vous le verrez, tous les points d'obervations des traces GNSS sont utilisés dans le pipeline afin de contruire les géométries des arcs du graphe."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7ca58864-fe4f-4a44-a57b-d5ad023b5e37",
   "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": "487cf5ad-314f-4236-bd8f-bdf8fd2fa3a1",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import sys\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Import tracklib\n",
    "import tracklib as tkl\n",
    "\n",
    "# Import footprint2graph\n",
    "import footprint2graph"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ff904ab6-ba04-467b-ad62-f3d616b1180c",
   "metadata": {},
   "source": [
    "## Import des données : réseau puis traces simulées"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "98c327ed-00cf-46d5-be84-354652da6580",
   "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 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "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/network_quickstart.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": "be506e86-1647-409b-9499-1944f9c62e95",
   "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: 0:00:07 Time:  0:00:070000\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 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "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",
    "plt.figure(figsize=(8, 5))\n",
    "collection.plot(append=plt)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c2314f50-3827-4a3b-a24d-96862d021025",
   "metadata": {},
   "source": [
    "## Initialisation des paramètres\n",
    "\n",
    "L'initialisation des paramètres passe par la création du fichier de configuration. \n",
    "\n",
    "Lire la doc : pour en savoir plus."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "79f4fb52-7777-4b5a-ad1b-f264bbe9fd67",
   "metadata": {},
   "source": [
    "### Création du fichier YAML\n",
    "\n",
    "Créez un fichier de configuration et enregistrez-le sur le disque dur par exemple : onfig_zone1.yml\n",
    "\n",
    "Le code ci-dessous permet de vous montrer un exemple qui sera appliqué sur le jeu de données ci-dessus et servira donc dans le pipeline.\n",
    "\n",
    "```yaml\n",
    "output:\n",
    "  RESULT_PATH: \"/home/glagaffe/footprint2graph/results/bauges2024/\"\n",
    "\n",
    "graph_construction:\n",
    "  NUM_ITERATIONS: 1\n",
    "\n",
    "  NB_OBS_MIN: 10\n",
    "  DIST_MAX_2OBS: 50\n",
    "\n",
    "  RESAMPLE_SIZE_GRID: 1\n",
    "  RESAMPLE_SIZE_FUSION: 5\n",
    "\n",
    "  G1_SIZE: 2\n",
    "  G2_SIZE: 30\n",
    "\n",
    "iterations:\n",
    "  - SEUIL_DENSITE: 25\n",
    "    SEUIL_SURFACE: 1000\n",
    "\n",
    "    CURVE_HEIGHT: 25\n",
    "    CURVE_WAVE_LENGTH: 5\n",
    "    \n",
    "    SEARCH: 50\n",
    "    BUFFER: 20\n",
    "```\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5acc9987-f036-4035-ac50-46784d8494c8",
   "metadata": {},
   "source": [
    "La section **output** définit le chemin pour toutes les sorties données intermédiaires et données finales. \n",
    "Il est très important. Il prend l'allure d'un chemin d'un répertoire comme dans l'exemple ci-dessous:\n",
    "\n",
    "```yaml\n",
    "output:\n",
    "  RESULT_PATH: /home/glagaffe/footprint2graph/results/bauges2024/\n",
    "```\n",
    "\n",
    "Le répertoire de sortie est automatiquement nettoyé au démarrage du pipeline : tous les fichiers et sous-répertoires qu’il contient sont supprimés. Les répertoires et fichiers nécessaires sont ensuite recréés progressivement au cours de l’exécution."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9435f786-ce07-4eb7-9456-9e3dee2a420d",
   "metadata": {},
   "source": [
    "### Chargement du fichier de configuration pour lancer le pipeline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "94af3e4a-3b58-470f-8721-5596f5e18ab9",
   "metadata": {},
   "outputs": [],
   "source": [
    "from footprint2graph import read_config\n",
    "\n",
    "config_path = r'/home/md_vandamme/7_LIB/footprint2graph/data/config_quickstart.yml'\n",
    "config = read_config(config_path)\n",
    "\n",
    "RESPATH = config[\"output\"][\"RESULT_PATH\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "31530206-4983-4280-8843-3b09aab6d5b0",
   "metadata": {},
   "source": [
    "### Préparer les données\n",
    "\n",
    "Comme indiqué dans la doc xxx il faut ...."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "c8357b36-9a0e-487b-b8ba-9cd2b639d824",
   "metadata": {},
   "outputs": [],
   "source": [
    "# add TID attributes\n",
    "for idx, track in enumerate(collection):\n",
    "    track.createAnalyticalFeature('TID', idx+1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f3389c2a-0d50-4e27-a749-211328c1c797",
   "metadata": {},
   "source": [
    "## Lancement du pipeline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d085c95a-b12a-4a02-8b96-517d00932139",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-----------------------------------------------------------------\n",
      "-----------------------------------------------------------------\n",
      "              ITERATION  1\n",
      "-----------------------------------------------------------------\n",
      "-----------------------------------------------------------------\n",
      "Starting segmentation and resampling...\n",
      "Starting segmentation ...\n",
      "    Number of tracks to resample:  877\n",
      "Stage 1 finished: segmentation and resampling.\n",
      "Starting rasterization and vectorization (iteration 1) \n",
      "\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",
      "    Computing G1 ...\n",
      "    Computing G2 ...\n",
      "    Number of neighboring cells to consider: 7\n",
      "    Building contrast grid :  2 m\n",
      "    Execution time (seconds): 8.431135654449463\n",
      "    Finished heatmap computation.\n",
      "    Starting morphological closing image ...\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;0;255;0m100%\u001b[39m \u001b[38;2;0;255;0m(333 of 333)\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(318 of 318)\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(1417 of 1417)\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(828 of 828)\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(807 of 807)\u001b[39m |######################| Elapsed Time: 0:00:00 Time:  0:00:00\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Execution time (seconds): 0.19160985946655273\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): 0.01914381980895996\n",
      "    Vectorization completed.\n",
      "    Smoothing polygon to remove stair-step artifacts ...\n",
      "    Execution time (seconds): 0.07008147239685059\n",
      "    Road surface smoothing completed.\n",
      "    Starting centerline computation ...\n",
      "*[2026-07-04 23:12:35.588980]  Importing polygons from: [/home/md_vandamme/7_LIB/footprint2graph/test/result1/image/road_surface_lissee_1.shp]... done\n",
      "\n",
      "*[2026-07-04 23:12:35.625091]  Center line computation\n",
      "\n",
      "*[2026-07-04 23:12:35.625196]  Upsampling polygon borders...\n",
      "\n",
      "*[2026-07-04 23:12:35.632007]  Computing polygon skeleton...\n",
      "\n",
      "*[2026-07-04 23:12:35.639024]  Filtering skeleton to form center line...\n",
      "\n",
      "*[2026-07-04 23:12:35.642695]  Upsampling polygon borders...\n",
      "\n",
      "*[2026-07-04 23:12:35.652095]  Computing polygon skeleton...\n",
      "\n",
      "*[2026-07-04 23:12:35.667272]  Filtering skeleton to form center line...\n",
      "\n",
      "*[2026-07-04 23:12:35.676051]  Exporting center line to: [/home/md_vandamme/7_LIB/footprint2graph/test/result1/network/squelette_1.shp]... done\n",
      "    Execution time (seconds): 0.09284591674804688\n",
      "    Centerline computed.\n",
      "Stage 2 completed: rasterization and vectorization.\n",
      "Starting topology creation for the network\n",
      "    Number of edges in the skeleton: 279\n",
      "    Finished loaded skeleton.\n",
      "    /home/md_vandamme/7_LIB/footprint2graph/test/result1/network/tmp_in.csv not exists\n",
      "    /home/md_vandamme/7_LIB/footprint2graph/test/result1/network/tmp_out.csv not exists\n"
     ]
    },
    {
     "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",
      "\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:  0:00:00\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "    Finished removing hooked parts of the skeleton.\n",
      "    Finished simplification of the skeleton.\n",
      "Building [100 x 53] spatial index...\n",
      "    Number of edges in the skeleton (after snapping): 16\n",
      "    Edge count difference after snapping :  0\n",
      "    Number of edges in the simplified skeleton: 15\n",
      "    Number of nodes: 16\n",
      "     Shortest edges limit :  50\n",
      "    Number of edges in the skeleton (after removing the shortest edges): 0\n",
      "    Conflation cannot be performed for node  11 ; the three incident edges are too long: 33 167 284\n",
      "    Conflation cannot be performed for node  0 ; the three incident edges are too long: 33 64 122\n",
      "    Edge count after conflation: 5\n",
      "Stage 3 completed: adding topology to the skeleton.\n",
      "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 =  765.9881721624346\n",
      "    Loading collection of tracks ...\n",
      "        Number of tracks: 877\n",
      "        Execution time (seconds): 0.8223118782043457\n",
      "    Starting map-matching ...\n",
      "        Index spatial :  [100 x 53] spatial index centered on [996680.2867880978; 6543054.718881102]\n",
      "        Parameter search_radius:  50\n",
      "        Map-matching ended.\n",
      "        Execution time (seconds): 11.429352521896362\n",
      "        Prepare map-matching results for candidate segment generation\n",
      "        Map-matching results exported.\n",
      "        Execution time (seconds): 4.198896884918213\n",
      "        Execution time (seconds): 8.424712896347046\n",
      "    Starting conflation ...\n",
      "        Conflation process finished.\n",
      "        Execution time (seconds): 0.007889509201049805\n",
      "Stage 4 completed: map-matching, aggregation, and conflation.\n"
     ]
    }
   ],
   "source": [
    "from footprint2graph import run_iteration\n",
    "\n",
    "iteration_index = 1\n",
    "run_iteration(iteration_index, config, collection)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a1ff22f8-eb42-45b0-bac6-bedfbbc68c10",
   "metadata": {},
   "source": [
    "## Résultats\n",
    "\n",
    "On va afficher le réseau de mobilité créé. Pour plus de détails sur les étapes intermédiaires, le prochaine notebook expliquera les différentes fonctionnalités."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "386a2e69-36b0-4294-a7f1-9fa8fe66b912",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7be8af362710>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from footprint2graph.util.PlotRes import plotAggregation, plotConflation\n",
    "\n",
    "plt.figure(figsize=(10, 10))\n",
    "ax = plt.subplot2grid((1, 1), (0, 0))\n",
    "\n",
    "for edge in network:\n",
    "    track = edge.geom\n",
    "    ax.plot(track.getX(), track.getY(), 'k-', markersize=8, label='BDTOPO')\n",
    "    \n",
    "plotConflation(RESPATH, ax, size=2.5, label='Outdoor Footprint Network')\n",
    "\n",
    "# Supprime les doublons dans la légende\n",
    "handles, labels = ax.get_legend_handles_labels()\n",
    "by_label = dict(zip(labels, handles))\n",
    "ax.legend(by_label.values(), by_label.keys())"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python footprint",
   "language": "python",
   "name": "footprint2graphenv"
  },
  "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
}
