{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "eaaa9db6-9010-42a1-b1a6-59917c76987a",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "# Analytical Feature Map\n",
    "\n",
    "Aim: to reduce the full dataset of GPS traces into a regular grid of aggregated analytical features: an Analytical Feature Map. \n",
    "\n",
    "In tracklib, the class *Raster* can manage these set of *AFMap*:\n",
    "<br/>\n",
    "<div class=\"alert alert-block alert-info\" style=\"padding:1em\">\n",
    "    \n",
    "```python\n",
    "  raster = summarize(collection, ...)\n",
    "  countTrackMap = raster.getAFMap(...)\n",
    "```\n",
    "\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "097e6b9d-4089-4918-9987-16c36c0db9ab",
   "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": "d5c9b543-4972-4e72-968e-f7c5a8844d2b",
   "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": "4ae57ab0-711a-4ab3-9819-0556ed65c5ae",
   "metadata": {},
   "source": [
    "Let's load the necessary libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "bec26146-e71e-4f79-b1fd-6194566f06e4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Matplotlib to create visualizations\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Module to do progress reporting\n",
    "import progressbar\n",
    "\n",
    "# Import tracklib library\n",
    "import tracklib as tkl"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "264bd386-99a8-4d28-b3a6-f307e50d97e2",
   "metadata": {},
   "source": [
    "## Loading a collection of tracks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "6dcd2e68-5339-458a-93ab-28f9266f9ac3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of tracks: 8654\n"
     ]
    }
   ],
   "source": [
    "tkl.ObsTime.setReadFormat(\"2D/2M/4Y 2h:2m:2s\")\n",
    "chemin = '/home/md_vandamme/tracklib/trajlib/reseau/data2/'\n",
    "fmt = tkl.TrackFormat({\"ext\": 'CSV',\n",
    "    \"id_E\": 1,\n",
    "    \"id_N\": 0,\n",
    "    \"id_U\": 3,\n",
    "    \"id_T\": 2,\n",
    "    \"h\": 1,\n",
    "    \"separator\": \";\",\n",
    "    \"srid\": \"ENU\"})\n",
    "collection = tkl.TrackReader.readFromFile(chemin, fmt)\n",
    "print ('Number of tracks: ' + str(collection.size()))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a2ef6a86-7922-450c-ab5e-a8720f48ecdf",
   "metadata": {},
   "source": [
    "## Zoom in on a small area around a lake\n",
    "\n",
    "We extracte tracks abiding by geometrical shape (a Rectangle) constraint are cut and returned in the next stage below:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "7e251cee-1895-4df6-827c-e9cc271c4465",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of tracks near the lake: 8654\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "xMin = 657336\n",
    "yMin = 6860189\n",
    "xMax = 657890\n",
    "yMax = 6860625\n",
    "\n",
    "ll = tkl.ENUCoords(xMin, yMin)\n",
    "ur = tkl.ENUCoords(xMax, yMax)\n",
    "bbox = tkl.Rectangle(ll, ur)\n",
    "\n",
    "constraintBBox = tkl.Constraint(shape = bbox, mode = tkl.MODE_INSIDE, type=tkl.TYPE_CUT_AND_SELECT)\n",
    "lakeCollection = constraintBBox.select(collection)\n",
    "print ('Number of tracks near the lake: ' + str(lakeCollection.size()))\n",
    "lakeCollection.plot('g-')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9c2734e9-6a4f-43bd-9405-a4ffd028636f",
   "metadata": {},
   "source": [
    "## Crowd density Map\n",
    "\n",
    "We need to define first 2 things: the analytical feature to be aggregated and the aggregation operator. Several AFs can be aggregated with different aggregation operator simultaneously, but in this example, we calculate only one: the frequency of trajectories. To do this, we count the number of tracks crossing each, so the operator is the count operator **co_count_distinct** and the AF is the trace identifier **uid**.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "5c739279-f40a-4a6d-9ec8-fdcac8af8d98",
   "metadata": {},
   "outputs": [],
   "source": [
    "af_algos = ['uid']\n",
    "cell_operators = [tkl.co_count_distinct]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fd582cb6-63ba-4665-ac48-ee0be06a3e6a",
   "metadata": {},
   "source": [
    "To ensure that tracks are taken into account in the counting, we make a spatial resample with a point every meter."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "aadae8f3-ff1f-43a1-a3d1-39ec9287a016",
   "metadata": {},
   "outputs": [],
   "source": [
    "cpt = 1\n",
    "for trace in lakeCollection:\n",
    "    trace.uid = cpt\n",
    "    trace.resample(1, mode=1)\n",
    "    cpt += 1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "90262601-9e7c-45d4-beff-0d15e25df444",
   "metadata": {},
   "source": [
    "### Create a Raster, allocate segments of GPS trajectories on the regular grid and compute aggregated analytical feature\n",
    "\n",
    "A 2 meter-resolution base grid is made, with no margin on the bounding box of tracks collection. In our case, the number of tracks per cell is counted."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "9d4f632c-5dae-4778-b134-b61b5deda642",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raster created.\n"
     ]
    }
   ],
   "source": [
    "bbox = lakeCollection.bbox()\n",
    "marge = 0\n",
    "resolution = (2, 2)\n",
    "\n",
    "raster = tkl.summarize(lakeCollection, af_algos, cell_operators, resolution, marge)\n",
    "print ('Raster created.')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e3f56dde-fe93-4451-9e02-60c5a05897ab",
   "metadata": {},
   "source": [
    "### Get the crowd density AFMap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "bbbd3211-d2ac-47c7-bec4-560733ea8b01",
   "metadata": {},
   "outputs": [],
   "source": [
    "freqMap = raster.getAFMap(tkl.AFMap.getMeasureName('uid', tkl.co_count_distinct))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7c373e16-fc5e-4c5f-b52d-572486a53a52",
   "metadata": {},
   "source": [
    "### Display the grid of frequency of trajectories"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "5c4893b3-ba21-4a62-b36a-f653471849b6",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 10))\n",
    "freqMap.plotAsImage(cmap='jet', append=True)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ea19564a-4aeb-4cbb-b9ff-abc9aa57eb7f",
   "metadata": {},
   "source": [
    "## Write frequency of trajectories grid to Ascii Raster file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "65351ef8-a9fd-44a7-9057-8f9ec19a5c10",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Grid written in file.\n"
     ]
    }
   ],
   "source": [
    "tkl.RasterWriter.writeMapToAscFile('/home/md_vandamme/zone_lac_2m.asc', freqMap)\n",
    "print ('Grid written in file.')"
   ]
  }
 ],
 "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
}
