{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "46526259-6c8e-4325-9f65-3c946167f112",
   "metadata": {},
   "source": [
    "# Detecting return trip\n",
    "\n",
    "Sometimes, when you have many real-data trajectories, you want to detect the return trips. This tutorial is going to show how to split and reverse one half of it in order to keep the same directions for all the trajectories. The algorithm is based on the comparison of trajectories: the return point corresponds to the point which divides the trace in two and whose distance between the two is the smallest. In tracklib, the function to do this is:\n",
    "<br/>\n",
    "<div class=\"alert alert-block alert-info\" style=\"padding:1em\">\n",
    "    \n",
    "```python\n",
    "  collection = tkl.splitReturnTripExhaustive(trace)\n",
    "```\n",
    "\n",
    "</div>\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d62dd147-39d2-4036-8b12-0374601a6208",
   "metadata": {},
   "source": [
    "## As usual, let's start by defining our environment\n",
    "\n",
    "The first task is only useful for the online notebook and import the local tracklib code source. It's not necessary if tracklib is installed from PyPI."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a6ab786c-eed4-49aa-93a2-a04967f98d82",
   "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)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b6964eb1-3e4e-41d7-821a-5f7613ef3a63",
   "metadata": {},
   "source": [
    "The following two imports are necessary for the tutorial:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "2e760a2f-7d76-4100-9777-7e1b3bfdc9c0",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Matplotlib to create visualizations\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Import tracklib library\n",
    "import tracklib as tkl"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cadeff1b-6c20-47ae-bd75-4e9cfe120cbd",
   "metadata": {},
   "source": [
    "Let's add a function that draws a track, its starting point (S) and its end point (E)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "eb7616e1-61a3-4617-84c2-66c913e3b78e",
   "metadata": {},
   "outputs": [],
   "source": [
    "def displayTrack(track, ax, color, dx, dy):\n",
    "    track.plot(color + '-')\n",
    "    track.plotFirstObs(color=color, text='S', dx=dx, dy=dy, append=ax)\n",
    "    track.plotLastObs (color=color, text='E', dx=dx, dy=dy, append=ax)\n",
    "    ax.set_aspect('equal', adjustable='box')\n",
    "    ax.set_title('')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a655026c-e127-4793-bf5e-3a165646813a",
   "metadata": {},
   "source": [
    "## Loading two tracks\n",
    "\n",
    "The static method *readFromFile* returns the collection of tracks readed from the GPX file. At the moment, we keep the TrackCollection as data structure. We take this opportunity to transform geographic coordinates in a planar system."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "791069b7-3c24-4d4a-88dc-ca39f4fa2c4f",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of tracks: 1\n",
      "Number of tracks: 1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tkl.ObsTime.setReadFormat(\"4Y-2M-2DT2h:2m:2sZ\")\n",
    "\n",
    "param = tkl.TrackFormat({\n",
    "    'ext': 'GPX',\n",
    "    'srid': 'GEO', \n",
    "    'type': 'trk'\n",
    "})\n",
    "\n",
    "PATH = '../../../data/gpx/456.gpx'\n",
    "collection1 = tkl.TrackReader.readFromFile(PATH, param)\n",
    "collection1.toENUCoords(2154)\n",
    "print ('Number of tracks: ' + str(collection1.size()))\n",
    "\n",
    "PATH = '../../../data/gpx/457.gpx'\n",
    "collection2 = tkl.TrackReader.readFromFile(PATH, param)\n",
    "collection2.toENUCoords(2154)\n",
    "print ('Number of tracks: ' + str(collection2.size()))\n",
    "\n",
    "# -------------------------------------------------------------------------\n",
    "# Tracks are drawn in two separate windows\n",
    "plt.figure(figsize=(10, 4))\n",
    "ax1 = plt.subplot2grid((1, 2), (0, 0))\n",
    "collection1[0].plot('b-', append=ax1)\n",
    "ax2 = plt.subplot2grid((1, 2), (0, 1))\n",
    "collection2[0].plot('g-', append=ax2)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "639d1f6b-a300-4326-947d-b102428e0075",
   "metadata": {},
   "source": [
    "## Zoom in on a real round trip portion\n",
    "\n",
    "Note that in the previous figure, tracks do a return trip only on a small part of the line. So, extracted tracks abiding by geometrical shape constraint are cut and returned in the next stage below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "b6c63c46-e476-4aeb-a420-8217898a4b10",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 432x288 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure()\n",
    "\n",
    "pt1 = tkl.ENUCoords(989370, 6478892, 1980)\n",
    "circle1 = tkl.Circle(pt1, 120)\n",
    "c1 = tkl.Constraint(shape = circle1, mode = tkl.MODE_CROSSES, type = tkl.TYPE_CUT_AND_SELECT)\n",
    "collection1 = c1.select(collection1)\n",
    "trace1 = collection1[0]\n",
    "\n",
    "pt2 = tkl.ENUCoords(988439, 6479534)\n",
    "circle2 = tkl.Circle(pt2, 500)\n",
    "c2 = tkl.Constraint(shape = circle2, mode = tkl.MODE_CROSSES, type = tkl.TYPE_CUT_AND_SELECT)\n",
    "collection2 = c2.select(collection2)\n",
    "trace2 = collection2[0]\n",
    "\n",
    "# -------------------------------------------------------------------------\n",
    "# Tracks are drawn in two separate windows\n",
    "plt.figure(figsize=(10, 4))\n",
    "ax1 = plt.subplot2grid((1, 2), (0, 0))\n",
    "displayTrack(trace1, ax1, 'b', 5, 0)\n",
    "ax2 = plt.subplot2grid((1, 2), (0, 1))\n",
    "displayTrack(trace2, ax2, 'g', 5, 0)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ff6ea1fa-7fa6-442e-9d0f-c62ec6013704",
   "metadata": {},
   "source": [
    "## Split the track in half\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d790305e-9677-48b9-86de-1d3dfb0f82ff",
   "metadata": {},
   "source": [
    "### Step 1: middle point detection\n",
    "\n",
    "We cut along the point corresponds to the point which divides the trace in two and whose distance between the two is the smallest with the distance between DTW pairs."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a4d95239-d24b-49fa-ac1f-4fd328242bc5",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x432 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "split1 = tkl.splitReturnTripExhaustive(trace1, verbose=False)\n",
    "trace11 = split1[0]\n",
    "trace12 = split1[1]\n",
    "\n",
    "split2 = tkl.splitReturnTripExhaustive(trace2, verbose=False)\n",
    "trace21 = split2[0]\n",
    "trace22 = split2[1]\n",
    "\n",
    "# On dessine\n",
    "plt.figure(figsize=(12, 6))\n",
    "\n",
    "ax1 = plt.subplot2grid((1, 2), (0, 0))\n",
    "displayTrack(trace11, ax1, 'b', 5, 0)\n",
    "displayTrack(trace12, ax1, 'c', -7, 0)\n",
    "\n",
    "ax2 = plt.subplot2grid((1, 2), (0, 1))\n",
    "displayTrack(trace21, ax2, 'b', 10, 0)\n",
    "displayTrack(trace22, ax2, 'c', -10, 0)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d1883f37-e59d-4211-823c-2373942a22dd",
   "metadata": {},
   "source": [
    "### Step 2: is it a real return trip ?\n",
    "\n",
    "This ensures that the surface area measurement of the total displacement area between the two tracks divided by the average of the lengths is below a threshold to be defined. If this is the case, we split. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "d028da9d-ada4-42ba-aaea-4864b201e875",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "We split track 1.\n",
      "We don't split track 2.\n"
     ]
    }
   ],
   "source": [
    "d1 = tkl.compare(trace11, trace12, tkl.MODE_COMPARISON_AREAL)\n",
    "if d1 < 1:\n",
    "    print ('We split track 1.')\n",
    "else:\n",
    "    print (\"We don't split track 1.\")\n",
    "\n",
    "d2 = tkl.compare(trace21, trace22, tkl.MODE_COMPARISON_AREAL)\n",
    "if d2 < 1:\n",
    "    print ('We split track 2.')\n",
    "else:\n",
    "    print (\"We don't split track 2.\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ad6b2641-78e4-4131-ad94-de5891cb5bcc",
   "metadata": {},
   "source": [
    "### Step 3: reverse the second half of the track in order to keep the same direction"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "a5fdc879-5215-4663-8199-65c332f438f8",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x504 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "trace12 = trace12.reverse()\n",
    "\n",
    "# On dessine\n",
    "plt.figure(figsize=(10, 7))\n",
    "\n",
    "ax1 = plt.subplot2grid((1, 2), (0, 0))\n",
    "displayTrack(trace11, ax1, 'b', 5, 0)\n",
    "displayTrack(trace12, ax1, 'c', 10, 0)\n",
    "\n",
    "ax2 = plt.subplot2grid((1, 2), (0, 1))\n",
    "displayTrack(trace2, ax2, 'g', 8, 0)"
   ]
  }
 ],
 "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
}
