{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "3669039d",
   "metadata": {},
   "source": [
    "# Switchbacks identification\n",
    "\n",
    "Un point d'inflexion est un point où la courbe change de convexité.\n",
    "\n",
    "Un virage est délimité par deux points d'inflexion. Le virage est constitué des points de la trace entre ses deux points limites. \n",
    "\n",
    "Les lacets sont des séries de virage, fusion des virages successifs. Ils sont paramétrés suivant un nombre minimal de virage et une distance maximale entre les sommets de deux virages consécutifs.\n",
    "\n",
    "<div class=\"alert alert-block alert-info\">\n",
    "<b>References:</b> <br/>\n",
    "- Plazanet, Corinne Margote, 2001. Modeling Geometry for Linear Feature Generalization. <br/>\n",
    "- Duchêne, Cécile, & Van Damme, Marie-Dominique. (2023). Étude exploratoire de données alternatives (1.0). Zenodo. <a href='https://doi.org/10.5281/zenodo.7745964'>10.5281/zenodo.7745964 <br/>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "34d7d6fd",
   "metadata": {},
   "source": [
    "## Let’s start by defining our environment"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "71c132bd",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import sys\n",
    "\n",
    "# Import de tracklib\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",
    "import tracklib as tkl"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ca6d953f",
   "metadata": {},
   "source": [
    "## Let’s load the necessary libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "80f6822c",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b503378c",
   "metadata": {},
   "source": [
    "## Chargement de la trace + interpolation spatiale"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a339f7c5",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 576x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "csvpath = '../../../data/lacet/ecrins.csv'\n",
    "param = tkl.TrackFormat({\n",
    "    'ext': 'WKT',\n",
    "    'id_wkt': 0, \n",
    "    'id_user': 1, \n",
    "    'id_track': 2,\n",
    "    'separator': ',', \n",
    "    'header': 1, \n",
    "    'srid': 'ENUCoords',\n",
    "    'doublequote': True\n",
    "})\n",
    "tracks = tkl.TrackReader.readFromFile(csvpath, param)\n",
    "\n",
    "trace = tracks[\"903959\",\"%\"][0]\n",
    "trace.resample(5, tkl.MODE_SPATIAL)\n",
    "trace1 = trace.extract(468, 593)\n",
    "trace2 = trace.extract(872, 1108)\n",
    "trace3 = trace.extract(405, 1217)\n",
    "\n",
    "trace4 = tracks[\"917262\",\"%\"][0].extract(22, 180)\n",
    "trace4.resample(5, tkl.MODE_SPATIAL)\n",
    "\n",
    "TRACES = [trace1, trace2, trace3, trace4]\n",
    "CTRACES = [trace1.copy(), trace2.copy(), trace3.copy(), trace4.copy()]\n",
    "\n",
    "\n",
    "fig, axs = plt.subplots(2, 2, figsize=(8, 10))\n",
    "for ax, trace in zip(axs.flat, TRACES):\n",
    "    trace.plot(append=ax, sym='g-', title='original extract track')\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f9d60856",
   "metadata": {},
   "source": [
    "## Lissage gaussien de la trace"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "5eb074fe",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 576x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "kernel = tkl.GaussianKernel(2)\n",
    "\n",
    "fig, axs = plt.subplots(2, 2, figsize=(8, 10))\n",
    "for ax, i in zip(axs.flat, range(len(TRACES))):\n",
    "    # On ré-initialise les traces pour jouer avec\n",
    "    raw_trace = CTRACES[i]\n",
    "    trace = TRACES[i]\n",
    "    \n",
    "    # Lissage gaussien\n",
    "    trace.operate(tkl.Operator.FILTER, \"x\", kernel, \"x_filtered\")\n",
    "    trace.operate(tkl.Operator.FILTER, \"y\", kernel, \"y_filtered\")\n",
    "    trace.operate(\"x=x_filtered\")\n",
    "    trace.operate(\"y=y_filtered\")\n",
    "    \n",
    "    # Dessin\n",
    "    raw_trace.plot(append=ax, sym='g-')\n",
    "    trace.plot(append=ax, sym='b-')\n",
    "    ax.legend(['original track', 'smoothed track'])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3f354695",
   "metadata": {},
   "source": [
    "## Compute inflection points"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4b395531",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 576x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "COLS = tkl.getColorMap((220, 220, 220), (255, 0, 0))\n",
    "\n",
    "fig, axs = plt.subplots(2, 2, figsize=(8, 10))\n",
    "for ax, i in zip(axs.flat, range(len(TRACES))):\n",
    "    # Get trace lissée\n",
    "    trace = TRACES[i]\n",
    "    \n",
    "    # Calcul\n",
    "    tkl.computeInflection(trace)\n",
    "\n",
    "    # Dessin\n",
    "    trace.plot(type='POINT', af_name='inflection', pointsize=2, append=ax, \n",
    "            cmap=COLS)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f02150b0",
   "metadata": {},
   "source": [
    "## Détection des sommets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "831f9b4c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 576x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "COLS = tkl.getColorMap((200, 200, 200), (0, 0, 255))\n",
    "\n",
    "fig, axs = plt.subplots(2, 2, figsize=(8, 10))\n",
    "for ax, i in zip(axs.flat, range(len(TRACES))):\n",
    "    # Get trace lissée\n",
    "    trace = TRACES[i]\n",
    "\n",
    "    # Calcul\n",
    "    tkl.computeBend(trace)\n",
    "\n",
    "    # Dessin\n",
    "    trace.plot(type='POINT', af_name='bend', pointsize=2, append=ax, cmap = COLS)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6e34840a",
   "metadata": {},
   "source": [
    "## Construction des virages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "70ab1f51",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 576x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "COLS = tkl.getColorMap((200, 200, 200), (0, 0, 255))\n",
    "\n",
    "fig, axs = plt.subplots(2, 2, figsize=(8, 10))\n",
    "for ax, i in zip(axs.flat, range(len(TRACES))):\n",
    "    # Get trace lissée\n",
    "    trace = TRACES[i]\n",
    "\n",
    "    # Calcul\n",
    "    tkl.computeBend(trace)\n",
    "\n",
    "    # Dessin\n",
    "    trace.plot(type='POINT', af_name='bend', pointsize=2, append=ax, cmap = COLS)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "82665c30",
   "metadata": {},
   "source": [
    "## Construction des lacets\n",
    "\n",
    "Il faut choisir 2 paramètres:\n",
    "* distance maximum entre deux sommets pour qu'ils appartiennent a une même suite\n",
    "* nombre de virages minimum pour constituer une série de virages\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "1d264a29",
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 576x720 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "COLS = tkl.getColorMap((200, 200, 200), (0, 0, 255))\n",
    "\n",
    "fig, axs = plt.subplots(2, 2, figsize=(8, 10))\n",
    "for ax, i in zip(axs.flat, range(len(TRACES))):\n",
    "    # Get trace lissée\n",
    "    trace = TRACES[i]\n",
    "\n",
    "    # Calcul\n",
    "    tkl.computeSwitchbacks(trace, 3, 150)\n",
    "\n",
    "    # Dessin\n",
    "    trace.plot(type='POINT', af_name='switchbacks', pointsize=2, append=ax, cmap = COLS)"
   ]
  }
 ],
 "metadata": {
  "celltoolbar": "Tags",
  "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
}
