{
 "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": 3,
   "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": 4,
   "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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TUiYA2P8XfzNCgfMlysfa0yqdzMJMsoxZGC1Gbp1zKyn5KUDpxdOLURXTI1ZpRa/R83j7xzn/zHm2P7CdbrW6YZVWUgtSyTZm465zJzormtPppxEIMgszaRXcigC3AFsdWNmTsKfCPmIU1xduOjdOpp2skmv3qdsHP1c/zmac5UjSEabunkpGYQavdX8NsK0FNAlsQm3f2gAcSjzEq+tf5fYGt3M05Si96/RGq6naEcyNwsfbPqb37N6sPbO2SuWoiALQAW2B76SUbYA87NM9F6G8R+syva0QYpIQYq8QYm9KSkqFhL0QN73NGiYmK4aONTri7+rvOFfy+Hqinl89dsbt5O6Fd/PK+ldw07lxS41bcNO6IZHkm/MdeYuV1KHkQ6QV2DakCQSJuYlVIrvi36ERZX9eRZaiKpDERr96/ajhVQOBYM7hOXy24zMGNRxEuxrtyCrMYlPUJgY1HARARkEGg+cOxt/Nn/GtxxOVGcUDbR6oMtlvJFacWsEr61/hnmb30Lde3yqVpSIKIBaIlVIWzzcswqYQkoQQIQD2/8kl8tcsUT4MiL+wUinldClleyll+6Cgy0/dlEexOWTz4ObsittFRmEGHnoPTFYT6YXp5Zap7V37iq71X2hdvTXbHtjGq91epWlQU6p7Vken0XEq7RSbojaxK34XBZaCcsuWnKoq9l6pcA6K13jcdG6O72rJxeBriRYtb216iyxjFoHugfx6+FfSC9J5s+ebgO3p32Q1MSx8GAAzD8zkfPZ5fr/7d5adWoaPwYfh4cOrRPYbiYjkCMb8PoY2IW34ceiPZTbbXWsuqwCklInAeSFE8cRlH+AYsAwYZ08bByy1Hy8DRgkhDEKIukBDYHelSm1Hr9UjEPx+/Hdq+9TGTefmmGu9GNHZ0VdDlEtSYCogIimCUc1HMab5GJLzktkSs4WE3ATM0kwtn1pohZaetXtied3ChnEbuCX0FqD0VFXxcVUvJCr+HQXmAgrMBRi0hiqTIdgzGL1GT2x2LC2CW5CQm0CvOr3oENoBgKUnlxLkHkSnsE5kFWbxyfZP6FWnF+GB4Sw6togxLcY4RtyKKyMtP40h84bgrnfnj3v+KNfZ3rWmojuBJwO/CiFcgLPABGzKY4EQYiIQA4wEkFJGCCEWYFMSZuBxKa/eY49Oo8NkNbE/cf/VukSFEAjCvMM4n32+zLmTaSeZ9OekMuneBm/CvMKIzYlFIzS0C2nHxuiNNAtqxpgWYzicdNhh81/yOlX1FKn4b3gZvDAVmKpkh3mOMYdnOj/DO5vfcUwhFj9kFFmK+Ov0X4xsOhKtRsu0vdNIzkvmrzF/MT9iPoXmQia0nnDNZb7RePTPR4nNjmXjuI3U9Kl5+QLXgAopACnlQaA8l6N9LpL/PeC9Kxer4vi5+ZFtzHZ48awKdBodZqu5TOcf6hVKXE4c3gZvcow5SCQCQYfQDnSv2Z2Mwgz2xO8h25hNDc8afLHzCz7f+XmpOjSUthxSU0DOS1ZhVpW5F8k15XI46TAAx1KP4a5357cjv/Fc5+c4kHiAbGM2QxsPBXA4eqvrV5dX/36V8MBw2te4Yo/DCjsxWTF0DO1I55qdL5/5GuH0O4Gt0lqlnT/Y9hOUR1xOHGAzt9MKrSPewO643Xy37ztMVhOn0k7RJawL41qNK7dzv97cUCuunGJvnFWBn6sfS0/aZmkFgjo+dUjJT+GOuXew5PgS3PXujgXJxoG22d6I5Ai2n99On7p9qnyu+kagfY32HEw8eF35GHN6BZBjzKmya5dcoG3g26DUuT51+5Ty2VNstjmw/kDaVG9Dvimfnw//jNFiZHvsdj7Y9sG1EVpxU2KVVodV0kNtH+JY6jHuDL+T3XG7WRCxgP71+zvm+Gt41QDg1yO/kluUW8aFuuLKaBfSjtyiXE6lXb2Np/8Wp/YGGpkWWSrC17Wm5BN7ZGZkqXPrz63HQ+eBQWsgxDOEZkHNiMqKYlPMJvJN+RdWhV6jr9InRMWNTZYxC7A9tJzJOMPABgNZfHwxIZ4hJOQmMKTREEfeYlPV+RHz6VG7R6mNYYorp12NdgDsi99HeGB4FUtjw6lHANvPb69qES5JnjkPo8VIVFYUf0b+SURKRLmdP1Tt9IDi5uHOJney/tx6mgY1xaAzOL53Wu0/lmXFDhQzCzP5pN8navqnkmga1BRXnSv7EvZVtSgOnFoBDA0fWtUiKBROxbhW47iv5X18vuNzJrWbRGp+Khqh4etdX1McH3xv/F60QotBa6BDjQ5VLPGNg06jo3X11koBVBYLIxZWtQgKhVMRnxPPt4O+pXFgY+YcmoNBa0BKyZ74Paw+sxqAU+mnCPYIxmgx8vmOzy9To+Lf0C6kHfsT9l83C8FOrQBGNB1R1SIoFE7Fk6ueZGvMVhaOXOjwo6XX6DFoDbyz6R2ktFmp3Vr3Vu5qchcvrXuJPXF7qlrsG4brbSHYqRVAZmFmVYugUDgVtX1qM2zeMHKLcpnYZiIAt4Td4rBGW392PYm5idT2qc2MITMI8QphwtIJFzV1Vvw7ivdT7Iu/PqaBnFoBrIxcWdUiKBRORYGpgGCPYO5dfC96jc2VytaYrbSrbrNQ+Wr3V/Su05tp+6YhpWTKgClEpETwy+FfqljyG4MmQU0AOJ1+uoolseHUCqBTaKeqFkGhcCpSC1Lxd/MnKjOKJSeW4O/mT8OAhsRkx6DX6G2eKru/QkZBBu9veZ/h4cOp7VNbPWxVEsUjKRetSxVLYsOpFcCZjDNVLYJC4TRo0DBzyEwOJR2idbXWRGdFk16QTk3vmuQW5VLLpxYSyRc7vqBxYGNOpJ1ACEG7Gu04kHCgqsW/ISj2WlByk2hV4tQK4MttX1a1CAqF02DFirfBm1e6vcL+xP3U8a2DQWdg/bn1DGgwgDMZZ3DXu7MyciVnM84SHmDbrNS6Wmsi0yOrdNf9jUKByebc8XrxrOrUCiAyPfLymRSKm5CLuQy/f8n9PNr+UQY3GkxMZgy+Bl8AlpxYQteaXR0bFYssRQS6BwK2eBsSWWWRzG4kir37qhFAJWAyqt2zCkV5XMxleG5RLvf/cT+zh80mPCgco8XIpLaTEAi2nd+Gv5u/w8fVTwd+wmw1U8+vHgBRmVHXSvwbFjUCqEQKKD+KlkKhsFEyPnbnsM5YpIWNURuZunsqy0YtA2Dr+a0sG7UMrdCSXpCOROKiceFk+klGLxqNn6sfAOkF5UfZU1Sc4hGAq861iiWx4dQKoIZPjaoWQaG4rjFbzQ4l8EKXF6jmUQ1fV1/e3Pgm8TnxLLp7ESdTT/L9/u8xaA246lwRCIqsRWjQsOj4IqbumYpBa1BTrpWAYwSgpoD+O82CmlW1CArFdY1E0jSoKQCh3qF8N+g7Mgsz8XP1497F99K6emumDJjCilMryDfnY7KYuLvZ3eg0Okcsik+2f4JOoyOv6NLhVhWXx7EGoKaA/jsjwpUrCIXiUggEPWr3wEPvwWc7PmNo+FDuaXYPOUU5JOQkMHHZRB5t/yh96tqC+1mkhe61urP2vrWOhWSBIM+Ux6GkQ1XZlBuCYlfbJafmqhKnVgDf7v62qkVQKK5rJJJA90Ce6fQMCyIWcCrtFF8N/Aovgxeh3qH8ceIPpu2bRutqrR1lCi2F9KrTi8X3LHbUoRVatp3fxomUE1XUkhuDEM8QwOaU73rAqRXAkeQjVS2CQnHdcaEJ6KboTdT1rQuA0Wwk2COYKQOmEJ0VTZPAJjy7+lm2nt9KPV+btc+HWz4kISeBIY2H8FHfj4B/rIoe/vPhKg/B6swUW1SdzThbxZLYcGoFYEY5qFIoLqS4s9YL2zTD3+f+5uEVDwMwfd90zmed594W9zKwwUCiMqPw0HuwO2437UJs/oAyCjMYPHcwheZCXujyQimXK5ujNxP0SRCjFo1i/tH5anPYv8TPzQ8/V7/rxouBUysAI1UXDlKhuN4xyX/2yRQrhal7ptLw64YsOb6E7+/43rHYK5FoNBq+vd02rbovYR8PLnsQgDX3rSlltTK08VA2RG1g1O+jCPwkkDt+u4OZ+2eSkpdyDVvnvNTzq6cUgEKhuHZIJNU9qjsCvdy96G4OJx3m/lb3k1mYSeOAxsyPmI+fmx+zhs0CbEHhP9/xOV4GLxbdvchRl9lqJv7ZeLZM2MITHZ4gIiWCB5c/SPXPqtNrVi+m7JxCTFZMFbXUhlVaMZqN5BhzSC9IJzE3kficeEyWqt08Gpsdy4nUEwS4BVSpHMWI4jBwVUn79u3l3r17/3U58ZaKVapQXEg1j2ok5SU53nvoPcgz5SEQSEr/3vVCjxQSg9ZATe+anM8+z4oxK3huzXNEZ0aTUZjBitErGNhwICMXjGTRcZsiOPvkWer62dYVpJQcSjrE4uOLWXJiCUeTjwLQr14/JneczO0Nb0erKd81xX+lwFTAgcQDbD+/nZWRK9kVu4tCc+FFd0JrhZYG/g3oXLMzPWv3ZETTEXi6eF4V2cpj5MKRrDi1gmOPHXPcv/+CEGKflLL9FZd3ZgXg9pYbhagFKYWiJFqhLdUB6oUekzThqnNFK7Q83elplp5YytGUoxWus5ZPLTqHdWZBxAIkkro+dYl8KhKNKDuJcDrtNPOOzuP7fd8TlxNHPb96PNb+MR5o8wB+bn5X3C6z1cyxlGPsidvD7rjd7I7fzZGkI462Ng9uTq/avfA2eOOidUGv1dv+a2z/hRDEZsdyJPkI289vJzU/FV9XXx5t/yj/1+P/cNe7X7FsFWFV5CoG/jqQd3u/y2s9XquUOm9qBdByakuOpClLIIWiJBcqAFedK4XmQuYMm8Ojfz5Kt1rdWDpqKb4f+WIym+hTrw9rzq4BoG/dvqw7t46uYV3ZFruNLmFdOJB4AK1Gi6eLJ4m5iY56G/o35Pkuz+Nj8MHL4IWXixeeLp6OY1edK6vPrGbq7qlsidmCu96d+1rex/2t7qeub118DD7E5cQRkxVDYm4imYWZBHkEEeoVioeLBznGHI4kH+FI0hEOJx/mYOJBh7M6X1dfOtToQIcaHegY2pGOoR0J8Qqp8D2SUrIzdidf7PyChccW0iigEdMGTaN33d6V9CmUptBcSPNvm6PVaDn8yGEMOkOl1HtTK4Bhvw1j6emlV0EihcL5KVYEHnoPR9pDbR/iy11f8kX/L3hm9TNohZa+9foyueNkhs4bikQysMFA/jz9JwCvdX+NAQ0GcOvsW+lVpxfdanXjzY1v/is5BAJ/N380QkNaQdq/DojuY/ChVfVWtK7W2tHZ1/evX+7o40r4+9zfPLD0AaKzoulfvz8TWk9gYMOBeBu8K6V+gLc2vsX/Nv2PtfetpW+9vpVW702tAB764yFmHJpxFSRSKJyH8ub24Z+pH4A3erzBwmMLicqMoqF/Q6Kzoskx5tC/QX9WRq7kriZ30btOb55Y+QQaoSHUK5TE3ET8XP2IfDKSBRELeHD5gzzR4QmS85P5/djvjlHGqGajmNRuEhZpIbcolxxjDjlFOeQYc8g35WORFpJyk4jKiiLflI/RbHRM0UgpKTQXkmXMIiUvhYzCjDLtcNG6UMOrBm/2fJPxrcdflXtYYCrg691f89mOz0jOS0av0dOnXh8eavsQw8KH/SdlE5keSfNvmzO8yXDm3jW3EqW+yRXA86ue57Ndn10FiRSKG4v5I+bTs3ZP+szpQ2R6JBKJl4sXHnoPHm7/MG9vehujxYiLxoUiq81dgU7oMEszL3R+gY9v+5inVj7FV7u/4schPzKk8RBaTWtFXE4cANU9q/NJv0+4t8W9CHHlxhmF5kKHxU5cdhzxOfHE58Qz9+hcavnUYusDWyvlflwMi9XCztid/HHiDxYdX0RUZhRNg5oysulI25RTaAeCPYIrXJ+Ukv6/9Gdn7E5OPHGCGl6V68DyplYAy08uZ8i8IVdBIoXixqB4dFDXty5nnjxDSn4Kfef05XjqcUd82s3jNxPmHcaqyFVsjN7IgogF6DS6UvFrC14rwCqtDPx1IJujN7Nh3AZaBLcg+JNgCi2FhHiGkJCbQOewznw98Gva1WhXqe14bvVzfLPnG7Jfyb5m8XQtVgsLjy3k0+2fsj9hv2OUFeoVSpOgJoQHhNM4sDGdwjrRLqRduYpvxv4ZPLT8Ib65/Rse6/BYpcv4XxWAU+8DUP7JFYpLUxzc5VzmOWYemEmwRzB/j/ubpkFNHS4jXvv7Ner61eXRDo8yf8R87mt5H2armTbV2wA2B2a/HfkNnUbH/BHzqeVTi+Hzh5NRmMHSUbY1uJS8FH644wfOZpyly49dKt3VQeeanTFajBxMPFip9V4KrUbLqOaj2DtpL9mvZLNp/CY+u+0zetftTVZhFrMPzWbyysl0+KEDdafU5bnVz7E3/p8H2ZisGJ5d/Sy96/TmkfaPXDO5/w1OrQBqetesahEUiuuaYpfOAE+ufJKUvBQC3QP5+/6/aR7cHIAtMVtYe2atI9+3g75FK7QcTz1Oj1o9AJiwdAK7Ynfh7+bPslHLKDAVMGzeMLrV7kazoGaYpZlFxxaxb9I+BIIPtnxQqe3oHNYZgB3nd1RqvRXF08WTHrV78GznZ/l5+M/sfmg3WS9nEftMLD8N/YkW1Vowdc9UOvzQgfF/jCc1L5WHlj+EVVqZOWRmpS1YVzbXp1QVpJZvraoWQaG4rinpwqHAXMCAXwaQW5RLgHsAf4/72+Ekbui8oRxIOADYOruuNbtSaC5k2/lt+Bh8MFvNdP2xK8tPLqdJUBPm3jWXg4kHmbB0AtPvmA7A6rOr2RS9iQfbPsjsQ7MrdTdwqHcoNb1rsjNuZ6XV+V8RQhDqHcr41uNZPno5yc8n82q3V/n1yK+Efh7KmjNreLbzs5Wy4etq4dQK4N+akykUNxvFAUiK2Z+4n8CPAxnz+xjWnFnD57d97sjX/afu7IrdBcAfo/4gyD0Ii7Q4ppEs0sKQeUP4Zvc3DGo0iA/7fsiCiAWsP7ee6h7VAdtIodhS56OtH1VqWzqEdmB/wv5KrbMy8XH14b0+77Fs1DKsWBEI3tn8Dv1/6c+KUyuwWMvfnVyVKAWgUNzgaC74mRdZilh+cjmjfx/N8AXDAXDXu5NnyqPX7F5sitqEn5sf7936HgBDw4eS+0outXxsI+4nVj7B5L8m80ynZxjbcixvbHyD9jXaoxVaiixFjF08lvGtxzPjwAzisuMqrR11fesSkxXD9WC4cjEsVgvvb30fD70H+x/ez7u93+Vo8lEGzx1M/a/q8+HWD0nOS65qMR04tQI4kqh2ASsUl8NN70aXsC6O9xJJrimXxgGNeaf3O3joPRw7bAvNhfT7uR+rI1czvvV4tELLX6f/wsPFg9X3rgbAVevK1D1TGTx3MJ/2+5SOoR1Zd3YdFmmhhlcNTqadxGK1YLFa+HLnl5XWjlo+tSg0F5Kan1ppdVY2X+z8gq0xW/l64Ne0rt6a13q8RtRTUSwcuZB6fvV4Zf0r1PyiJvcuvpdVkauqPMymUysAXzffyqnH4ItOo3O812v0eOm9ygTWUCickTxTniMS1bhW43DR2Mwok3KTeH3D6+SZ8vBy8SLUKxQAk9XEwF8HMmn5JKp5ViMlP4UDCQcIDwqnR+0eFFoK6RTaifXn1nPrnFuZOnAqvq6231CQexBaoeXHgz/StVZXZhyY4ejkpJT/yXKvtk9tgCr3NHoxIpIjeO3v1xgWPoyxLcc60vVaPSOajuDvcX9z7LFjPNzuYVacWsHAXwcS/Gkwp9NOV5nMFVIAQogoIcQRIcRBIcRee5q/EGKtEOK0/b9fifyvCCEihRAnhRD9r5bw1TyrVTivTuguei7TmInZakYg8HX1xdPFE4PeQIB7AIFugRi0leO3Q6GoKo6lHgPgziZ3svWBreg1erKLsnmn5zuAbSOXv5u/I79EMuvQLOJz4tEIDZ/vsK0VfDfoO3RCx864nQxtPJSYrBhG/T6KH4f+CBIOJR3i7qZ3A7A3fi+ZhZl8sfMLpu2dRrNvmxHwcQCNpzZm3B/j+GDLB6w8vbLCSqF4Cio6K7rS7ktlYbKYuP+P+/E2ePP9Hd9fdDNck6AmfDXwKxKeS+Cb278h35TPucxz11jaf/g3I4DeUsrWJTYdvAysl1I2BNbb3yOEaAqMApoBA4Bvhbg6j9IV8andPMhm6lb85QEY3XT0RfN3DO3ImBZjuLvp3dwZfid3NrmT+1vdT4/aPUrl0ws9/m7+apSguC4pXrgt5njqccD21N8htAOzh83GKq18vsvWsT/b6VlS81Pxd/Nn47iNdK3Z1VHWKq38euRXDiQcoGlQU/669y9cNC78fvx3cotyOZtxlsFzB9OvXj8AFhxbgJ+rn2Na6fUNr/Pon4/irnfnrV5v0cC/AX+f+5tX/36V23+7nYCPA6j+aXWqfVqNwI8DGTJ3CFtjyu74Lf4NX48jgPe2vMf+hP18f8f3Fdop7K53p1OYLdJagangMrmvHhd/LL48Q4Fe9uPZwEbgJXv6PCmlETgnhIgEOgKVbsB7oYVDeRS7vD2beRaD1oDRYmTV2VWl/KdohZbaPrX55c5f8DJ4UWguxGg2UmgudLx61O7BlugtuOpcKTAXYJIm0gvSy/zQFIrrgfJ8AwF8tO0jHmz7IKNbjGbOoTmsOrMKgJfWvYSHiwebx2+mWXAzVo1dRd85fdkVt8tRX9cfuzJvxDyGNB7CwUcO0nFGR0K9QulTpw/f7fuOlWdWAjh8AmmExmGoMXXgVB7r8FipJ+NsYzb7E/azM3YnZ9LPoNVosVgtLDmxhO4/defFLi/yUb9/LIn83fxx17tfdwpgT9we3t38Lve1vI87m9xZ4XLFJrpVGWO5Qq4ghBDngAxAAt9LKacLITKllL4l8mRIKf2EEFOBnVLKX+zpM4GVUspFF9Q5CZgEUKtWrXbR0Vc2rBs6dyjLTi27orJXQrBHMMPDh7P6zGqiMqPwMfiQZcy6ZtdXKK6Ekg88o5qN4te7frW5X/4kCKu0EugWyJ5Je6jjW8dRJteYS8hnIeSackvV9Vzn5/iw74csOraI0b+P5tVur9IsuBljF4+lXUg7YrJjSM5L5rH2j/HtXluIyQ41OrD7od0VkjXflM/YxWNZd3Ydic8nlvLT3/SbpjQNaloqQllVUmAqoM33bcgz5XHk0SP4uvpWuOy5jHPU+6oePw396Yqd3F0rVxBdpZRtgYHA40KIHpfIW94jcRktI6WcLqVsL6VsHxQUVEExyuKmd7vouVHNRtGrTi/e7vW2La/OjSkDpgCw4f4NjnWBQQ0G4a53p3X11iwcuZDlo5ezZuwaNo/fzO4Hd3PokUOcfOIkt4TeQtOgpky7YxonHj/BmOZjVOevcAokEi226cp5EfMY8tsQpuyc4nhCTy1ILTPt4mnwZOsDW0utnxm0Bj7b8Rm3/XwbIZ4hTGg9gQ+2fkB1z+r8dtdvHEs95vAhNPvQbDrU6ADAnvg9rD6zulT9heZCtsZs5ccDP/LjgR85n3UesE2PTO44mZyiHOYeKe09s65fXU6lnarEO3PlSCmZvHIyJ9NOMmvorH/V+YMtTgNU7QigQlNAUsp4+/9kIcQSbFM6SUKIECllghAiBCg2bo0FSvpoCAPiK1HmUpS03inJ3LvmMqr5KOxyM+vQLM5mnMVN54aniyezDs3i6U5P8+mOT1l/bj2v9XiN1ze8Tn2/+rQJaVNunXV867AvYR9gi060OXrz1WmUQnEVKN6cJJH8Gfknf0b+ibfBG4vFghSSicsm0sC/gWNuGqBV9Va83fttXv37VcC2h8BF48L289vpNbsXwe7B+Lj6MGLBCJbcs4SFIxby8IqHSSedPFOeY3cxwMBfBtI0qCmB7oEUmAs4nHS4TOfXNqQtw8OHMyx8GB1rdOSV9a8wNHwoge6BALQMbsnaM2ttclwjp3AX461NbzHzwExe6/4afer1+dflix9eq3IN4LIjACGEhxDCq/gYuA04CiwDxtmzjQOKI7MsA0YJIQxCiLpAQ6BiY78rIDY7tkyaXqN3dP52uXmm0zMATNs7jfta3sf8iPk81/k5BIJCSyE1vGrgY/Dh3S3vXvRaYd5hxGbHIqXkfxv/R2xO2WsrFNcr0v5XkmxjNt1qdSPflI+H3oPn1zxPZkEmm6M3M2XnFH4+9DOjW4ymmkc1Rx0ARouRxzo8Rs86PSk0F5JRmEGv2b0YNHdQqd+FWZoJcA1wlM0z5SGReBu8ebjdwywdtZTIyZEcffQoH/f9GIPWwOsbXqfFdy2Iz40nrSCNbj92Y0v0FnKLcmlVvRUmq4njKcev7r2S8pIbzs6kn+GtTW/RKKARb/b8dwFyinGWEUA1YIl98UYH/CalXCWE2AMsEEJMBGKAkQBSygghxALgGGAGHpfyIhGaK4HyngLKC0B9X8v7eHb1s+xP3M8bPd/gu73f8dvR3+hbry9rz67lhTUv8NQtT/H25rc5knSEFtValKkjzDuMQnMhqyJX8emOT69KexSKa0HJNYHVZ1dj0BrIMmax7fw2/D7+J25vy2otua/VfcQ8E8Pi44sZ/8d4jBYjAN/t+Y6pA6cya9gs3tz4Jp9u/5TRzUczNHwo9y2+j85hndkSs4W0wjRHoPqozChmDpnJrXVvdVxjV+wu/jjxB+GB4UwfPB0fgw/LTy1n9ZnVpOWncTLtJD1m2Wadi/3pP/HXE9zV9C46hnakTfU2l5wKrigWq4U98Xv4ft/3/H7sd4elzi2ht9CiWgv83fxJL0gnoyCDxNxEmgc152jKUQI/CXS4zajvV5/utbrTuWZn3PXuuOnccNW54qZ3w6A1kFuUS0ZhBpmFmaU231UVTh0PILcol5BPyy5Seeg9yH01t0z+UQtHMf+Yzd3tkeQj5BhzWDpqKc2/s5mKLh9t2x4/qOEg5o2YV6b8omOLGLlwJG46twpZICkU1zNPtHuCqfumlkn30Hvg4eJBen46Ox7cQfsa/6wxns86T72v6jnm+QF61O7BZ/0+472t7/HnqT9ZfM9iBs8dzPd3fE9tn9oMnTcUo8XoUDpB7kEcfvQw7np3Xl3/Kt/u+bbUyKR4Pa59SHvahLThrY1v4eniyajmoziSfISFxxbipnMjz2TbYKbT6GhZrSUtq7WkaWBT6vnVw03vhovWBS8XLxoGNCy1x6Ek2cZs1pxZw4pTK/jr9F+k5KfgpnNjdPPRmKWZnbE7L7rm4Ofqh5fBi9jsWAxaAz3r9CQ5L5kDCQcuaoVVHp/2+5TnujxX4fwluakDwkgpcXvPrdSXC2xTQLc3vJ2MwgwyCmzaNqMwg9yiskoh0D2QHGMORosRHxcf+tTrw5ITS9g/aT+tQ1qXyrvj/A66/NilTB0KhTNSskNOyU9BINAIjSPUY/Fi7OSOkwn1DnWU+27Pdzz21z/BTdz17hjNRp6+5WkWHFuAVVqJy4lj2ahlDG48mNNpp2k7va3j96dBQ7PgZqQVpJGQk8ATHZ/g7d5vE58Tz774fexL2Mfe+L0cSDzgeEoGCA8Mp11IOzZGbSTAPYDpd0wnPieevfF72R2/m4jkCBJyE8pta4BbAEEeQTYXFdLmpsJsNZOUl4TZasbP1Y+BDQdyR8M7GNBgAH5u/4yCMgszOZZyjBxjDn5ufvi7+RPgFuDI8/Wur3ly1ZO80OUFPu73Mcl5yZxMPekwIS8wFziOPfQe+Ln54evq61C09f3qX3EUtZtaAQA8tPwhZh2cVeqJRCBoHtwcPzc//Fz9HP99Db5M2T2F9IJ0Hmn/CLMPzibIIwid0HE2s2wAizDvMBr6N7S9AhoSlRHFN3u/ueJ2KhTXI+1C2hGdFU1WYRYmqy2GsFZoaRrUlKPJRxEIavrUJMw7jCJLEWn5aURnRTsUBcBt9W9jzZk1dK3Zle3ntyORfDXgKybfMhmwbd5q+k1Tx1M7QHWP6iwdvZSOoR3LlctitXAi9QRrz67llfWvoNPo8HX1LbXu5+niSbOgZjQPbk7z4ObU9K6Jm94NP1c/LNJCRkEGp9NPczL1JGkFaeg0OnQaHVqNFp3QUc2zGrc3vJ1OYZ0ualByKU6knqDTjE6EeYex7YFt+Lj6/Os6/gv/VQH8l41g1wU+Bp8ym7H83Pw4/OjhcvP7ufnx5Kon2Re/jyc6PsHnOz7n+OPHafZtM0xWE/V96xMeFM5fp/+iXUg7kvKS+P3476QVpF2L5igU15x9Cfvw1HuWeoiySAtHko+gQYOLzoWYrBjisuPoENqBTjU70TG0IwuOLUAgsEgL686uY3yr8fx29DfHSPzzHZ8zvMlwwrzDbBvG6vZx7NkRCBLzEssdlRej1WhpFtyMZsHNqOdXj6HzhvLN7d+QlJvEi+te5P1b3ychN4GjyUdZenIpMw/MdJT1dPGkT90+3N7wdu5udjdh3mGVft9S81MZ9NsgDDoDK8asuOadf2Xg1M7gADRCU2a+7VLuGe5rdR86jY498XvoX78/Fmlh7tG5jG1hc950JvMMH/b5EIPOQIBbADsm7iD1xVTm3VV2TUChuFEwWoylfkeeek9uq38b5jfMFLxWwOnJpwn1DmVfwj5CPEP4dtC3PN/5eSzSQohnCFZpZdahWQxtPNTmL0ijIyorigZfNaDrzK40+rpRqQ2bEokGDfcsvIfE3MTLyje40WAa+jdk+r7pDGgwAIAQrxC+GvgVf4/7m5QXUkh8LpFN4zcx/Y7p3NviXg4kHuDhFQ9T84uatJrWilfWvcKW6C2lFN2VYJVWfjvyG+2mtyM+J56lo5aW2kDnTNwYCkBWXAH4uvpyZ7htu/afp//ktvq38cP+H3ig7QOOPI/99RiT2k5izuE5RGVGAfDIiuszpqdCURm4al1x1/2z49bL4MWaM2scAVjq+9dn54M7GdtiLJ/v+Jz6X9XH382f2j618XP149Y6NquehccW8vG2j/m478eAbb/M9tjtnM08i6/Bt9Q1rVhJLUhl+Lzhlw2WIoTggTYP2KyUXP0I9ghm3dl1pfJU86xGj9o9eKjdQ0y7YxpRT0U5zEv93fz5dMen9JjVg6BPghi1aBRzDs351775t0RvodOMTty7+F4C3AJYe9/aUvsmnA2nVwBaoS0zAtBoLt2sZzrb9gTM2D+DB9s8SGx2LKl5qYQHhgO2GKmTO05GIzS8s/kdOv7QkUxj5lWRX6G4Hii0FOKmd8PLxQuAhNwEXHWuvLP5HUee6p7VmTl0JgcePkD7Gu15ef3LGC1GjqUeI60gjSB3247+c5nneHbNs47poVretWhbve1Ff0M743by+F+PX1bG3nV6A7D6zGq61+rOysiVnEw9edH8QgiaBTfjha4vsGHcBlJfSGXhyIUMDx/OpuhNjPtjHNU/rU7HHzry/pb3OZ5y/KK2/6fSTnHn/DvpMasH8TnxzB42m72T9tKtVrfLyn094/SLwK///TrvbbFFLipWBDW9axLzzMUdRkkpqTulLtFZ0cwfMZ/n1jxHs6Bm3Fb/Np5bYzPH6lunLyfSTqjNXoqbhpreNckx5pBlzCr1ULV/0n7ahLRBSsm5zHPsjtvN7rjdrI5czfHU4xUyedSgwcfVh3xTPkWWonLLfNH/C57u9PRF6zCajdSdUreUpY8GDY93fJwP+nyAh4tHhdtqlVYOJh7kr9N/sfzUcnbH2faqNgpo9M9O5NCOZBRk8Pamt/l277e46lx5uevLPNP5mVL+iaqSm94K6M0Nb/L25rdLpQW5B5H8wqWHdl/t+oqnVj1F57DODGgwgDc3vsmuB3fRdWZXzPK/zREqrl+aBtosUYp9ymvQ4OfmR44xhyJrURVLV/UUb9jSCq3Dyken0dGmehvOZpx1GEO46lxpF9KODjU6EOwRzEfbPiLEM4QZg2fw7tZ3WRVp8zKqFVqs0oqPwYd+9fuxK24Xfev2Zd7ReXgZvEjKSyp1/Ve6vcL7fd6/qHxJuUksObGEqIwoPtr+Ed1qdmPb+W080OYBZgyZccXtjs2OZdnJZSw5sYSNURsxW814G7wpNBditpp5oM0DvNP7Hap7Vr/ia1wNbnoF8NbGt/jfpv+VStMIDQnPJVzSL3dmYSZBHwdhlmZ2PLCDbj9149nOz3I24yxLji/BihU/gx8ZxowrkkvhfAj7nxUVa7o82oe0Z2KbiXSq2YlmQc3Qa/WOc6siVzFk7hA6hHZg5b0reWb1M/x44EfHeReNCwHuAZitZqYPns7w+cNZPmo5H2z7gO3nt5e6zup7V3Nbg9suK0+DrxrQJKgJLYJb8MHWD3ijxxv8X4//KyXXlZBRkMGIBSP4O+pvh0trH4MPgxoNYnj4cAY0GICni+d/ukZlca28gV63lOf2wSqtPPrno5f05eHr6suwJsMAWHJiCUPDh/LjgR+5v+X9jg5Adf7XP51qdKJ19daVEphHIst0/q5a15s+6E+v2r3QCi17E/ay7fw2mgQ2KdPJDmgwgLl3zWVX7C6GzhvKlAFTmNR2kuN8kbWIhNwEsoxZ9KnbB71Gz5aYLWx7YFupeMUAg+cOZl/8vsvKdWvdW9kas5XXe7zO2JZjeXvz23Sc0ZFDiYf+U3u1Gi0743byQOsHyH0ll6WjlnJnkztZHbmakQtHEvhxIIPnDmZBxAKHN1VnxekVgEbYmlByL0CQexCLjy9m3tFLm24+2+lZAKbvn86ktpNIK0gjLifOUafi+mdn/E4OJh4stSnpSinvqW5sy7GsuW8NI5uM/M/1OyubojfxQZ8P0Aotvxz5hW4/diMuO65Mvrua3sWc4XPYFLWJuxbcxZcDvuTR9o+WylNkKWJv/F561O7BX5F/AbDlgS2OmMVgUxbdfuxWypNoeXSt2ZXMwkzOZJzh5+E/s+SeJcTnxNPhhw78b+P/rtjL5oKIBeSb8pnUbhJuejeGNB7Cj0N/JPH5RDaO28gj7R/hcNJh7ll0D+2nty9jjeRMOH1PV9xZl1xUCvYIplNYJx7/63EScsrfGg7QKawTtXxqkVmYSYG5gPq+9Xl69dNOr9VvVly1Nu+KAkHP2j3/tW12eZuSZhyYQZ85fVh4fGFliOiUSCSv/v0q7/R+B63QciDxAO2mtys3bOOYFmOYOWQma86s4Z5F9/BF/y8YUH9AqTwDfh1Au5B2HE0+SkxWDBqhYerA0j6JCi2FdPyhI+vOXLxz7VrLFrZyW8w2AIaFDyPisQhGNB3BW5veovHUxvx25LdLzgSUJLMwk0+3f8prf79G06CmZXYo6zQ6etbpyZcDvuTcU+f4efjPpBek0+/nfvT/pT8HEw9W6DrXEzeMAiiJVqNl1tBZFJgLeHjFwxf9AggheOYWm0nop9s/JacohyKLWgh0Voq9VGqFlk3Rm4jKjMJF40Kr4FZA2Ti5/4YGfg1w17vjpfdy1CMQ6ITOoXhuZMxWM6/+/SqDGg5Cp9Hh6eJJ79m9+W7Pd2V+XxPaTOCb279h+anljF0ylt/v/t3h+hhso4Avd30JwMrTtjCSp9NPO84X30+zNNPvl34siFhQrkz1/epTzaMaW8//o4gC3QP57a7f2DBuA4Hugdy7+F46z+x8yTCS5zLO8fSqp6n5RU1eWPsCTYOaMmfYnEv659EIDWNbjuXkEyf5/LbP2Ru/lzbft2Hs4rGOvUPOgNMrgPLmZ3VCR+PAxrx/6/ssP7WcOYfmXLT8+Dbj0aBh2/ltJOf/u00hiuuL4lGgRVpo6N+QJoFNEEJwKNk2J1zsOrzkd6ai8/uRGZHkm/IJ9Q5lZNORjuv5uPpQaCmkpndNBOKGXy9Yf249RouRz277jNvq38Zjfz3GQ8sfKuPS+LEOj/HZbZ+x6NgiHv7zYR5pV3ojZfGD1tTdU5FSsj9xP/V869GhRgcKLYWOPQUA9yy6h293f1tGFiEEXWt1dYwAStKrTi/2PLSHH4f8yPHU43T/qTtn0s+UyrPj/A5GLhxJg68b8M2ebxgWPox9k/axYdwG2tVoV6H7YdAZeKbzM5x58gwvd32Z34//TuOpjXl29bOk5V//7mOcXgFcbAQA8OQtT9KtVjceXvEw0/ZOK3ck4OvqS+PAxlddTsW1QyI5nX6a46nHHaMCsI0Q3PXuhHmHEeQehIvW5V+vHZxIO8GCY/88kRabRZ7PPu9wb3AjotfYFn3zTHkIBNvPb2fZqGX8X/f/Y+aBmfSd07eU506AZzs/y7u93+WXw78QmxNbrrO1oylHGbN4DOcyzlHHrw7zRszDoDWQkp9Sal3g8ZWPM3z+8DLX6FazG+cyz5U71avVaJnQZgIbxm0gryiPofOGUmAqYNGxRXSe2ZkuP3Zh3dl1vNDlBaKeiuLn4T/TNqTtFd0fX1dfPuj7Aacnn2Zsi7FM2TWF+l/V58OtH1ZpxK/L4fRmoFN2TuHp1U+XSusU1okdE3cAkJKXwtglY1lzZg13N7ubHwb/gLfB25H3aPJRWnxXNviL4sbA28WbfFM+Zmmmc1hnzFYz6QXpBHkEYdAa2B23G7PVzO0Nb6eObx3S89NZfHwxeea8i9YZ5BZEdmE2RvmPcinpjvxSaTcKJTdbzjs6jzG/j2Fks5HMu2temamTtze9zZsb38RD70GeKY9RzUYxL6K0gYZOo2Nwo8EsvmcxU3dPZfJKmxdRX1dfsgptcbclkmCPYGYMnsHAhgPRaXRsOLeBW+fcytr71tK3Xt+Lyjvv6DxG/z4aP1c/MgozqOtbl1vr3orJYmJn3E6klLjqXNFr9bhoXXDRuqDXlDi+WPpF8iTnJbPs5DIOJR3C382f0c1H079+f1x1rqXy+7r60sC/wRV/Dje9N9ByRwAlhuFBHkGsvHclH2/7mP/7+//YF7+P+SPm065GO4xmIz1/6nktxVVcY7KLsh3HNTxrMLDhQLwN3iTkJPDy+pcJ8gjizzF/0jy4OVJKNkRtIMeUw9ITSy/aeacUpJR676JxoY5vHbKN2STm/ePYzNk7/0spsPPZ5xk2dxgf9vuQkU1HEpMVw0vrXqJpYFPe7PUmMVkxbDi3gQ1RG9gYtRHA4Qo6ozCDl7u+zIfbPgSgmns1kvKT+Ov0Xyw5voTHOjzGwoiFbI/dTmZhJnqhRwibLMl5yQyZN4TwgHBmDJlBPb96gC1EY3kKICYrhq93fc30/dMd127o35CzGWeZeWBmKV9i/m7+eLh4YLFayCzMRCM0aDVarFarQ6mZrWbHSwjbvhGz1XzJzzq9IJ1v9nzDN3vKdyW//YHtdK7Z+XIfx1XB6UcA3+75towfkZ61e7Jx/MYyebfFbGPU76NIyk3i3d7v8tPBnziRduKKrqtwfnQaHXc2uZPb6t1Gan4qsw/N5njqcbwN3tzb4l6Ghw9nwbEFzNw/0+k786uJq86VBn4NSMxLJDU/tdQuYjedG/0b9KdP3T74uvry8IqHyTfl81zn57BKK1/s/MJRTx2fOkRlRfFilxeZ2HYirae1Rq/VYzQbMVqMaISGJoFNiEiJcFyjgX8Dzmac5cE2D/L94O8dde2J28NH2z5iyYkljqf74ih+nnpPJradSHpBOj8f/pmXur6ERmhYf2490ZnRGC1GOoZ2pMBUQGZhJlqNlqzCLNIL0vFw8aC6Z3UC3QPZn7Cf1PxURjQdwUNtH6JzWGes0orJaqLIUkSRpQiTxcRH2z5i5oGZTBkwhbYhbR3ntsZs5b0t77Fj4o4rdih30+8EnrZ3Go/+WdrW+Na6t7L+/vVl8uYW5bLmzBqeW/0cUVlRjvTqntXJLMykyFykdoHeQAxtNJQdcTscHh9dNC7U9KnJmYwzlyl5ZZTs+ICbOnRoi+AWCCE4nHSYIY2HMH/EfFx1rhxLOUaraa0wW810qdmF/KJ8DiYdBGwBYizSQkp+Cr6uvgS6BxKZHomrzhWdRucw032126v8dPAnUvJSaBbcjCPJR9AKLUvvWcqpjFN8ufPLUpY4HnoP+jfoz+0NbiejIIOX17+Mn5sfvev0ZuGxhZx76twVuXMu7tw/3PoheaY8At0DGd9qPM90fsYRu3h33G46z+zMA60f4IchP5QqP2P/DB5a/hBRT0VR27f2Fd3nm14BTN83nYdXPFwq7bZ6t7H6vtWk5qeyNWYrW6K3sCVmC/sT9mORFvQavSPykU6jw2w180aPN9gRu4O1Z9f+5/Yorh/0Gj0aoSm1GFxMsZ+a4qf7C99X86gG2KYGetTuweLji0kvSCfALUBZjJVD37p9+W7Qd/T9uS9FliL2PLSHP078wRMrn+CJDk/w9e1fA/DOpnd4Y+MbeLl4UWQpcnw2AkGv2r1IzEvkZNpJx1SuyWpCK7SO36pOo+OpW55iyYklnE4/Xer3XEyIZwh3N7ub4eHD6VKzS6mdy0eSjvD06qf5+9zfgC2a2ctdX6ZXnV5XFJox35TPqshVzDs6j8XHFyOEYFj4MCa0nsDza54npyiHo48eLRMwpvg+FL5WiEFn+NfXBaUAmLl/Jg8uf7BU2sAGA/n97t/x+dAHk9WEQWvglrBb6FazG91rd0en0dHv534A+Bp8yTRmMqD+AO5qehcPLX/oP7dH4Vy4690J8QwhxDMETxdPsouy2Re/r1ylcTFu5AXfi+EiXCiSpffNNAlswgd9PmDskrE0DmjM5gmbeWHNC0zbN40DDx+gZbWWZBVmUe+revi7+SMQnE4/7bh/GqGhcUBjUvNTSc1P/Vf31EXjQpG1CIPWwPjW47mryV30rNPTYf57IctOLmPovKG46lwpNBfyeo/Xebv32+XmrShnM87y7Z5v+engT6QXpAMXD/r++J+PMy9iHmkvXrm56E2vAH468BMPLHugVNrgRoNZNnoZPx34iUYBjWhfo71DwxrNRtpOb8uxlGMA3NXkLtadXYdVWskpyvlvDVEobkI0aBxTpxpsC6fjWo1j5oGZ3NX0Lr7s/yVNv2lKDa8aNAxoyLbz2xydI4Be6DFJU6n3I5qNIMA9gLVn1nIyzebzv3gEUEyQWxDjWo9DJ3R8uP1DdBodL3V9ificeH478htGi5EAtwCGNh5K+xrtaRvSlpbVWuKmdwNsC7qu77rybGebzf6PB3/kgz4f8HK3l//zPdkavZUes3o41h761+/P812ep0/dPo5Rxp3z7+RU2imOPnb0iq+jrIDKsQIqtjee0GZCmXMvr3vZ0fkD7I3fS/fa3dkVu4uCogLMKFfQCkVF0QkdZml2KAErVqxWKzMOzMDLxYtFxxax5PgSLNJCdlo2RdYihjUeRocaHXhl/Sv0qNODp255ij5z+tAupB37EvZhkibmHZ3HM52fYfP4zeyM28nIhSMpshThrnMn32zbC5BpzOTh9g/TwL8By08vJzY7lve2vEdD/4Z8O+hbAt0D+fXIr/xx8g9+PGjzTKoRGly0LrQIbsGo5qMIcA8gNjuWX+78hZyiHN7Y8AYjm46kvn/9K74nRrORR/58hBpeNdj14C5mH5rN1N1T6fdzP3rX6c3kjpNpV8MWTjLEK+TyFV5FnH7XyuXMQEsy7+g8vtz1JU92fNKRFp0VTZPAJqTkp9CzrjIJVSj+DWZpxkPvgZvODRdN6amW4hG1RVqo61sXgK5hXZkxZAaPdHiEZzs/y7KTy8g2ZuPl4kW7kHZ82MdmGiqRfL7jc+p9VY/t57ezdfxWNGjIN+cT4hmCBg1mq5kHlz2IlJL7Wt5HljGL7+/4Hje9GxOXTeS1v19jVLNRpDyfQtRTUSy+ezH/1/3/eLT9o1ikhefWPEdyXjJRmVFohIYpA6bgonXhuTXPVdh/UHm8s/kdIlIimD54OqHeobza/VXOPXWOKQOmEJESwZ0L7qT2l7XZE7+nyncLO70CKM8dtE5bdmATkRzBxGUT6VqzK5/c9kmpc4MbD8Zd787e+CubhlIobmbyTHnkmfPKBNQRCIdSOJd5DoCfj/xMr9m9WHZyGY91eIzmwc157M/H6FWnFysjV/Ji1xep7vFP0BVfV18+3vYxA38byJgWYwBbuEqdVodEsil6E/OPzmdU81EApOWnceDhA8y7ax5FliLuXHAnt8y8heOpxxkWPoy3er/F5/0/Z9+kfZx84iTv9H7HEYUsxCuE//X6H0tPLmXKrilXdC/2xe/jw60fMr71eG5veLsj3aAz8OQtTxL9dDQ7Ju7gm9u/wSqtpOSnXKK2q4/TK4BLTQEVk23M5s4Fd+Ll4sWCkQvKnG8S2ITwgHCyjFlXVVaF4kZHyz8PZAJRbpS17ee3M3TeUGp8XoNqHtVIyE3AbDVzPvs8686uIzEvkTbV26ARGuJy4uhRuwe1fWrzy5FfCHIPQq/Rl3La+NCKh/Bz86NLzS7MPToXjdAwpPEQ1oxdw8d9PyYlL4WBvw6kww8dWHRskSMAfaOARvxfj//j7mZ3O+p6rvNzDAsfxgtrX7ikJ+HyKLIUMX7peKp5VuPz2z4vN4+rzpVOYZ0cCqs89xjXkptCASw+vphTaaf4btB31PCqQWp+aqnzWqG9bmJ8KhTOjAULLYNbAmDFSp+6fdCgIcA1wBFvodiU013nzoaoDWiF1uFT//t9ts1c39z+DbV9auPv5s+m6E1U86zG6z1eJ6MwA5PVRD3feuiFzbQztyiX+lPqcy7jHEeSj2B414D7++7UmVKHF9e9yMQ2E5l+x3SyjFmMXDiSpt82Zeb+mRjNZa28hBB83PdjzFZzqYhmFeHdze9yNPko0++Yjp+b3yXzFisXpQD+I+UqAFH6prYIboFAMC9iHkaz0RHMonitYOKyiRxOOnz1hVUobgIOJ//zW1p/bj1NgppQZC0qFW/BbDWTaczEKq1YpAWT1YRA8Nfpv/By8WLpiaX0qN2DzMJMwrzCWBm5kim7ptCtZjd8DD6czTxLk+Am+Lv5A5BakEoNrxoIBDW8ajCs8TDuaXYPzYOb879N/2NX3C7mDJvDghEL8NB78ODyB6n/VX0+3/F5mTgQDQMa0r1WdxYeq3gMiP0J+3l/y/vc3+p+BjUadNn8xYHtq9p7rNMrgHLdQV+gVdvVaMcHfT5gQcQCbvvlNo6l2qyAindtHk0+qkxAFYqrRERKBHmmPMcou+Tvs2lgU8A21y+RFJgLyCnK4fOdn/PrkV+xSiuxObF46j3JNmazM24nWcYsBLZdxhkFGRi0NhPvfQn7kEiiMqP44+QfzI+Yz9Hko1illZkHZnL7b7fTKawT+ybtY/XY1TQMaMhza56j1he1eHPDm6VmBgY1HMShpEM8u/pZZuyfcUmPnkWWIiYsnUCwRzBf9v+yQvdEjQAqifJGADHZZYM/vNTtJX678zd2xu7k6VVPlzp38JGDDttghULx7/B19b3k+eId1vmmfNz17jZHavagOsdSjzkcsjULagZAeEA4Ra8XYXrdRO4rufSs3ROzNPN2r7cxmo20r9GeQQ1tT9kSWWrDXutqrQF4vvPzpLyQQvLzycy9ay5gi/i1/NRyhBDcVv82NozbwI6JO+hZpydvb36bWl/U4qmVTxGdGc09ze+hZbWWfLf3Ox5a/hAdZ3QkIjmi3Pa9v+V9DicdZtod0y479VNM8QigqsPP3pAKYO2ZtRxPOV4mfXSL0ex6cFepYBNg8yR4PfvsViiuZzILM8uYgJakeKStQWNzy6DRO3b46jQ66vjUIcuYRUSKrYM9kXaC3XG7AfBw8WD+iPn4GHyYFzGPaYOmsS9+H/nmfD649QMAPur7kSNIz8GkgwS6BzLzwEzc9e4EeQQxqvko7mh0BwA5xtIj/U5hnVhyzxIiHotgZLORfLv3W+p/VZ/XN7zOL8N/Ie/VPP4c8ydJuUm0/6E9H279sFTwm4OJB3lvy3vc2+JehjQeUuF7lpCTgFZoq3z3+A2lAIqfKvQaPUPnDSWzMLNM/tbVW7PrwV0MbTzUkdZrVq8q/yAUCmemPGufC7FiZVPUJlbdu4rbG9hMJM1WM4m5iTzV8alSecf/MR6TxbY7uJpnNX4e/jPHUo6xL2Efc4bPYWPURlafWU2XsC68v+X9UrGHU/NTySjM4NbZtxKZHgnAvS3uBWDavmllopcBNA1qyuxhsznz5Bkmd5zMkuNLaDmtJUPmDsHLxYvDjx6mf/3+vLL+FWp/WZuh84bSeWZnOvzQAa3Q8kTHJ/7V/UrITcBV51rl8cedXgGU3AdQrACGNxnOucxzjPl9jMPkqyReBi/+GPWHY04yvTC9TB6FQlH5mKwm+v3Sj0faP+J4CMs35zN1z9RSD3PHU4/z9e6vHe/71e/HS11fYvr+6Ri0Bn4e/jObYzZTZC3CaDYyacUkfrvrt1JhP3fH7SZ8ajgTlk7gdJot5nBUZhS9ZvVi0vJJ/G/j/5i+bzorTq1gf8J+EnMTCfUK5YsBXxDzTAxv93qbXXG76DGrBy+sfYFf7/zVEXjmdNpp4rLjMFvN6LV6hs0b5lBYFSEhNwE3vVu5/dO1xOl9Aa05s4b+v/QH/vFJ8nqP16nhVYNH/3yUV7q9wvt93i9TTkqJ1wdejiAVCoXi2nJL6C2cSjtFRmHGRSOqvdXrLe5odAetqrfCYrXQ/afunEg9wcFHDrIrdhf3Lr6XWj61OJd5jllDZ3E++zyvb3jdUcfABgPZELUBo9mIRBIeEE56YTqFpsJSwYKKcdG60CSwCS2rtaRltZY0CmjE5ujNfL7jc5oGNeX3u3+ncWBjDiUeov0P7RnZdCRtQ9rywtoXyHo5q1S0wUvReGpjCs2FuGhdOD359BXfw//qC8jpRwClpoDsTpa0QsvD7R7mobYP8cFWm/VPSbIKsxixYAR5pjxHrFOFQnFt2RW3i4zCDOCf6GnFo/jitDc2vkHb6W0J/iSYMYvHMLnjZCSS0b+P5s4mdzL3rrnEZMXg5eLFkyufZFSzUdT3q++oJyI5gjOTz9Czts3Ni16rJ7Mws1Tn7+XiRZh3GI0CGtHArwHZxmyWnlzKC2tfYOi8oXy24zPc9e5EpkfSdnpbZh+czYSlE/B38+ergV85LHn+1QggJwF3nbuaAvqvlDQDLf7QXbQuCCH4euDXdKnZhQlLJ3Ao8RBgC9DQ+vvW/HHiD8BmLaBQKK4NmnK6nJKmkOWtxblqXQlyD2LJ8SWMXTKWer712Bm70+a4rdlIFoxc4DAfffyvx5k9bLbjYTAmO4Y/TvxBw4CGGLQGdj24i7xX8zj5xEmW3LOED/p8wLhW4+gY2pEAtwDyzfnE58STbSw9Osgz5WG0GMk35TN+6XgOJB6ga82uHEg4QOOAxgDMOTSnQvcgryiPnKIc3F3cnWcKSAihBfYCcVLKO4QQ/sB8oA4QBdwtpcyw530FmAhYgCellKsvVfd/mQLaFLWJXrN7Af+4i/2478e80PUFwKZp2//QHhetCw+0foC3N79NqFcoPwz+gf6/9KeWTy2is6Kv6NoKhaLyuTDAy4WR1sC22dMiLSy8eyF3NbmLP078wYgFI7BIC9/c/g3HU44zdc/UMnUbtAa61OzCoIaDGBY+rFyvn1JKMgszSclPIbcolxxjDmkFaUxaPgmt0JYJBlTsSUBKyaxhs+hVpxcB7gEXbV9keiQNv7ZtNjuXeY7zz5z/t7fIwbV0B/0UcBwonuR6GVgvpfxQCPGy/f1LQoimwCigGVADWCeEaCSlvCqq7mJWQMWEeIUwa+gsBvw6gDc2vsGghoP4efjPeBm8cNW5cj77PK2qteJQ0qGrIZ5CofiPWKSFCa0m8EavN1h7Zi2TVkzCLG1u20csGEHPWj3xcvWiaVBTjiQf4fG/Hi+zQdRF64KrzpWH2j7EmjNreH7t8zy/9nmaBzdnaOOh9K3Xl05hnXDVuSKEwM/Nr4xNv9FsZMziMXi5ePFF/y94atVTaDVaBjUcxOGkw0SkRDBi4QgAmgc3p0etHnSv3Z1utboR6hXqGJUUbwLzdPGs8hFAhaaAhBBhwCBgRonkocBs+/FsYFiJ9HlSSqOU8hwQCXSsFGnLobw1gJLeQLfFbOOBZQ+gERp0Qsf57POYrCZ+O/IbBeYC3PXuhAeGXy3xFArFv8RkNVHLq1apTvz3E78T5B5Ej9o9ABx2/wCbYjax4tQK4nLiHL9lrUbLtNunoRM6tELrcB736W2fcvjRw5x98ixf9P+CALcAPtj6Ab1n98b3Q196zurJ/zb+j6PJZYO0FHs0FQhGNB3Bvkn7qOldk3lH5zGi6QhaBrd0THHpNXrmHJ7D6N9HU/OLmnh94EXraa25a8FdfLr9U8AWSrJkgJuqoKJrAF8CL0KpiOnVpJQJAPb/wfb0UKDkmCbWnlYKIcQkIcReIcTelJQrd4larjtojQ6rtPLBlg/oOasnBq2BnRN38te9f3E67TQ9fupB44DGGLQGcotyS0UnUigUVU9MTgwWaXE4kMs2ZjN47mAaBTSihlcNjqeW3ujZo3YPsgqz0Gl0jG4+miJLEe9ve5+ZQ2Y68mQbs1l+YjkAdf3q8nSnp9k4fiNpL6axfPRyJnecTL4pn3c2v0OL71rQ5vs2/HL4F0wWExHJEby16S361etHTlEOb296m8aBjdn14C7ubXkvb216C3cXdw4+cpCW1VqSkJtA1FNR7HloD18P/JoH2z5ImHcYEckR/Hn6TwA2RW+yhb2sQkvMyyoAIcQdQLKUcl8F6ywvqnKZFkopp0sp20sp2wcFBZVTpGKUHAEUa98CcwEDfx3Iq3+/yoimI9j/8H7a1WhHv/r9WD12NfE58YxZPIaJbSYClKvtFQpF1VPSUduGqA3cs+geXLQuHE0+ysD6A6nrWxcfgw/bz29nyoApxGbHsu7sOur61CUmK4YPt33Ip/0+ddQxbP4wYjJLu4rxdfXljkZ38Mltn7DnoT3EPxvP1wO/pshSxH1L7iP081B6z+6Nh96DX+78hQfbPsjnOz9n/B/jKTQXMmfYHH4Z/gsnUk9wy4xbeLDNgyTlJvHh1g9pX6M9T3R8gi/6f8HzXZ6ndfXWjoXuGl41cNe7X1Eg+srisovAQogPgPsAM+CKbQ1gMdAB6CWlTBBChAAbpZSN7QvASCk/sJdfDfxPSrnjYtf4L4vAe+P30uGHDgCO4M4danRgT/wevr39Wx5p/0iZG7w7bjf9f+mPh96D+Jx4oHzrA4VCUfVU96hOYl5imXSN0BDqFcr57PPoNXqs0srgRoPZE7+HfFM+uUW5WKSFWj61iMqMcpQLcAvg/DPnL+v/yyqtrDy9klfXv8rh5MNohZbxrcfzaPtHWXx8MR9v/xhfV1++7P8lY1qMIT4nnoG/DiQ+J55b697KomOLuL/V/VTzqMbSk0s5mXYSX1dfQjxDyCjI4J7m9zDr4CwyX8684ntz1fcBSClfkVKGSSnrYFvc/VtKORZYBoyzZxsHLLUfLwNGCSEMQoi6QENg95UKeDnKWwTuFNYJAKPFWK527RjakY3jNlJkKbI5olKdv0Jx3ZKYl1hqg5VO6OhZuydWaXW4ewn2CMYqrSw/tZy4nDgyCzPxcPHAKq2cz7LNSL/S9RUA0grSaPt928tOvWiEhrp+dTmRdoLbG9zOQ+0e4rcjv9H+h/bsid/DlAFTqOdbj7FLxjLg1wGYrWYWjlxIgamAE6knCA8MZ/ah2Xy8/WOiMqOY1HYS558+T5h3GLV8a6ERmjLWTdea/7IP4EOgnxDiNNDP/h4pZQSwADgGrAIev1oWQFD+PoDutbpze8Pb+b+//4+YrLKeQQFaVW/F2vvWXi2xFApFJVLSLt8szWyK3kTHGh0pshThonXBTefG273fxiItPND6AZoENXEoh+JOdvGJxUzuOBmwOZxrM61NuX6BijFZTExYOgEvFy9+HPoj3w36jvPPnOe9W9/jaPJRHv/rcbKN2YxqNoptMdto+V1LPt3+KQHuARxJPsKZjDPc1/I+3uzxJuGB4UzfP52W01pyOOkwfq5+NvNWZ9kHcDX5L1NAR5KO0HKaLQKRh96DPFMef9zzB62qt6LZt83oU7cPS0ctLTMSyDZmc+f8O1l/bv1/ll+hUFQdxW4k2oe0Ryu0HEk5wt6H9vLcmudYc2ZNqadsb4M3raq1YkvMFgDq+dZj7f1rqedXr1SdVmmlwVcNOJd5jp+G/sT41uNLnS+yFLEwYiFf7PyCfQn7cNe7U2AqQCIJdA+koX9DdsTucPgOskorf5z4g693f83GqI0IBO1qtONI0hEK/+/iSuiybVeuIMpOAek0Our41uHtXm+z/NRyFh9fXKpMQk4CPWf1ZFP0Jt679b1rKq9Coagc9Bo9dX3rOqZw9ybsZVf8LgpMBfSY1YMH2z6Iq9bVkb+ebz2yjdlsidniiBp4NvMsrb5rxbKTy0rV/c3ubxxmnz/s+4GswtLxwk0WE4XmQseDZaG5EIlEK7Sk5qeSkp9Cfb/63Lv4XhJzE9EIDXc2uZPVY217YjuFdcJN5+bUU0DXBaXMQO0P+cUeAZ/q9BStq7dm8srJjg/wVNopuvzYhdNpp1k+ejkvdX3pWot8Q6ITOlx1rjY3HOUagikUlYvJauJc5jlGNRlF39p9HelCCFLzU7lrwV3kmf9x9ng286zj2FrCoj3XlMvQeUMZuWAkhaZCzBYzL69/GY3QMG3QNHbH76bPnD6k5adxJOkIT/z1BDU+r8GDyx+kwFTA1wO/Ju3FNIdJqF6jJzI9knMZ58goyODuhXc7pnqScpMAmNB6AifTTlb5PoCqjUdWCZS7E1hr2wms0+iYfsd0Os3sxKvrX7XF6/xtEBqhYeP4jbSv0d6xK0/x79EIDS4aFwothVixXnI+VaG4Wsw7Pq/U+4o4WCsvz6Lji1hyYgkB7gHkm/IZ3Ww0E9tOJNgjmLsX3k2jqY1IL0jHoDUwstlIHmn3CF1qdnGMAjqGdqRjaEc+u+0znl/zPLMPzcZqtbIlZgsNvmrAox0epaZ3Tcf1kvNsLiWklFVmCnpDKYDi45KuIDqEduCJDk/w1e6vmHlgJmHeYawau4oG/g0A+Ov0X9dW4OsQndCh1+gpsPy7qGhWaaXQUug4vloIBBo0WCg7XC7PT4xCcaVYpMXRMc+NmMvciLmO71hGQQYf9/2YB9o8cElfP4HugQxuNJjZh2bz05Cf+HTHp0SkRPDSun9mG+ZHzHccW6W1yoLDO/0U0OV8AQG0DWlrOy8EG8dtdHT+YHNJe7NjluZSnb+LxgU/14rFNq0o1TyqcXfTu+lfv3+pujXYbLmbBzW/6NSRRDo6f63QOn4sHnoPLNLimM+tqh+Rwjko/p78W4ofMIrXGgrNhZd94Mk35QPQrXY3dj64k0YBjQh2D+auJncBlDI+qcoHGKdXAKV+9Pb+o3gKqJgetXvQs3ZPCs2FfL7z81LnDiQcuNoiOh1F1iKHn/bKIikviQXHFrD6zOpSdVuxEpcTx9GUo44fmKvOtnBXvLO7e63u9KrdC28XbyzS4vjBFAfzKXYMJhC46lxLuRxW8R4UxRR/T0pyqfUqgSjz/Xlx3YuEfRGG67uutPm+DW9ueJP9CfvL7CkoVgAeeg88XTxZMGIBWcYsDiYeLHOdH/b9cAWtqRycXgFcag2gmLp+ddk4fiOTO07mi51f8POhnx3nTqWdujaCXifU863H6ntXO+yhL4VBayh1f8sjyD2IUC+bq6fbG9xOv3r9aBTQqMwPy0XrQqB7IA38GtAsqBkhniEXrbN4LaF4oW5LzBY2Rm/EirWUVceFmKXZ9nRWYoGvpFthhQLKBp25GBKJyWrC1+Bb5pzJauJw0mHe3vw27aa3I+yLMJ746wnWn11PXlGeQwEUh51tVb0VUwZM4UzGGQxaQ6m6bm94eyW06spw+n0AcdlxhH0RBoC/qz/phemceuIUDQMalslrspjoM6cPh5MOc/IJ2wp8cdmbmTHNx7Ds1DKMZiNajfaaLeaWDAPYLKgZ7ULaodfatvTnm/LZE7+HsxlnL1PL5esuDw0a3PXuWKTFYcJ3ObRCi5+rHwadgUJzIRkFGaWUjRYtElkqTeG8dAjpwJ6EPVdUtvj75+fqh4feA1e9bWR6JuNMmSmffxNKssx1rmE8gOuSct1Ba8pvll6r54fBP9Diuxa8sPYFx3zczUrxU/jco3MdHaDJaioVkKOBXwN61+nNDwd+YGKbibzR8w0ScxM5n3Wev07/xeozq4nLiQOgvl99ojOjMegM5JnyeKjtQ9zV5C5ctC64aF3ILcpl1qFZrDuzjtSC1FKdbkRKBBEpEZXWtpJ1+xp88XTxJDYnFleNK1qtljxTHrmm3HLLeug9MJqNmKXZEWcabHO1qQWpF71meYvUCuelvM7fXeeOyWq67Miy+PuXUZhx2enUEykn6Bh21TzmXxKnVwDluYMu3gdQHo0DG/NClxd4f6stUPzlnhRvZBJyyzeBLfnljsyIdDjbmnlgJr8e+dVhFeGqc6VFcAvaVG/DitMrOJNxBgCzyTbX+vOhn5l3dJ5DSReYCxx+2f8Lwv5nxYq7zjbEzjfnXzR/pjGTTGMmAIXWQi73gF68tgBc8dN88feqeD3DYrWtXVR1DFjFf+NS37OSaITG8Vl3rdmVuj51OZZ6jP2J+8vkPZx8WCmAK6W8EcCFawAX8lqP1/j1yK8sObEEb4M3RotR2bBju5cGrcGxw7H4C2y0GNFpdAhEqftUaC50bKm/EA+dBwjblnmLtGCxWpBINEKDt4u3Q3FbpAWj2UiBubQJqofeg2oe1fB08USv1ZNvyie9IJ30gnRMVpNDaVf0B1kZaIUWnUaHm86N7KLsUp15NY9q9K3Xl46hHXHRuLAxeiPzI+Y77lext0qD1kB4YDheBi9yjblEpESodYobABeNC0XWfx5uSn43tp3fxvbz2y86M1GVGydvLAVgv5GXMwd017vz5YAvGT5/OGFeYWTlZF0y/43EhXbz1Tyq8XK3l7m3xb0EedjiMmyJ3kKv2b3oVbsXG6M34uniSYGpgGoe1UgvSMdF50KTgCZkG7M5l3mu1Be/mJI7MIs7TrPVbPPgaH8ad9W60jCgoe3l3xCrtPLlzi9pHtycTeM34WXwwiqtZBRkkJKfQnxOPHHZcRxJPsK8o/M4n33e8VlXpimdQCCEcPyXUjqsjywWC0aLsUyZpLwkfj3yK78e+bVUPS5aF4I8gojNjqWGVw2Ghw8nPieeXXG7SMhJuGlHnzca5f0GSiKR6LX6607Z31AK4FJpF9K6WmvA9sOFm2dDkUVaHNMTgW6BZBuzGdtyLIHugQAk5iaSZcyiT90+rD27FneduyMoR7FP9qKioosujhV3mkhKzZ2Xd29NVhMxWTGk5qeyP2E/JosJg87AgcQD+H7oi06ru+iUkbvenUC3QLKMWZisJpoENqFvvb546D0wSzP5Rfkk5yUTlRnFmYwzZeZhA9wCaBzQmOpe1anuUR1fV1+OJB3hr8i/sEiLw6xPL/QIIa7ouyGRGC1GYrNjAYjPieebPd/863oUNwbFlkEXUpXTgk6vAMpzB10RBbAvwRbgrHjayM/Nj9T8iy/w3UhIJHqN3rGgef+S+/Fz82PH+R0OB1hgu58VmWJx1boikSwauQgvgxcJuQkk5CSQmJtIdFY0x1OOE5MVQ7Yxu9ScukVayDJmkWUsOwKzYr3kekG+Kb/UD+p46vEyYQIvRVpBGttjt182X8knNo3QoBe2pzhl6aOoLIqNKKoCp1cAVzoCKPYVPqndJKbunnrTOTAr2bGtjFxJNY9q1POrh4vWheis6FKmkcXzm00CmpBdlF3uF9ZoMTJ43uBSaS5aF6p7VifEM4RedXtR3aM63gZvMgszicuJ42zGWSLTI2kU0IgBDQYwoMEAOtToQHpBOr8d+Y03N75Jdc/qdKvVjSNJR4jOii61QAs2JWXQGSgyFzk6ZQ0aGvo3pEFAA2r61KSmd01cda6YrWYsVgsrTq9g+3lb5x/gFkCQexDnMs+VO7VTXJ9EYpVWjLL8PArFlXKhp9FryQ2lAIqf5iviWKlLzS4ANAtshkCUCjhxM5KUl+SYDnPTudGjdg/GNB/Dx9s/Rq/RczLtJMfTyn/CLrQU0jyoORPaTKBVtVa2Tt8rBD9Xv8t+FuU5wvJx9eG1Hq9h0Bl4ce2LDr8prau3ZkijIdwSegvert6czThLRHKEw4S0OOyfFSsn009yMv2ko05XnSvuene0QkuB6Z8F57SCNNIK0sqVrXiqrLKe9rVCi1Va1by/ohRp+eV//64FTq8ASpqBFv+wKjICCA8Mx8/Vj30J+wjyCCIlL6WUzffNSMfQjnzZ/0s61+xMXlEe285vI8wrjM0xm0vlC3YPZkTTEdTzq8fza5+nXUg7jqUc45X1r/DULU/xavdX8XX1rdA1L6Yglp9czv/9/X/4uvqSbcymnl89Vt27imqe1Rx5utXqVqpMblEux1OOszpyNd/s/YbE3ESb/xdhs1iqqKVX8U7N4hFBZZkK3wxrTIp/z4GkqnNH4/QKoFRnL8tJuwhCCG4Ju4WdcTtpGtiUjXkbbeVu4oez3XG7GbN4DEazsdw9AsUbxKYPns7Q8KGAbdH40x2fMmPwDLae38qn2z/lxwM/8mbPN3mk/SOXNcm9kAJTAU+ufJIZB2bQpnob1t63lkNJhxg8dzC9Zvdi/oj5tKzWstyyni6edAjtQG3f2sTnxjNt7zSb/5dLfKblde4XTgWpJ3bF1SQxp2zA+2vFDeULqHgavyIKAKBTaCcikiPoV78foJ7QAKIyo3DRulDfr36Zc3V869C6emtG/z6av8/9DcB7fd6jXUg7Xlz3Iu/0fod9k/bRqnornlz1JM2/a86vh3+tcNALKSUjF45kxoEZvNz1ZbZP3E6AewC31r2VVfeuIjU/lbbft+W51c851nBKkl6QzrOrnyX0s1C+2/sdWqGlQ40Ojs1YXi5ePN7hcX6/+3dWjFqBr6tvhb8rCsXVoqDo37lhr0yc3heQlBLN27YfcbB7MMn5yRT9XxFZxiz+PPUnO2N3UmAuYEjjIQwPH15qymFV5CoG/jqQFaNXcMfcOyqlLTcabjo3fhn+C3cvuhshBHHPxNHn5z6cST/DqrGr6FG7B6fTTtPm+zZ0CO3AuvvWoREa/jz9J6+sf4WjyUdp4N+AV7u9ytiWYy85IkjOS6bap9V4tdurvNfnn1CdCTkJHEg8wNaYrcw9OpeozCg0QoOvwRdfV190Gh1ZhVmk5KdgxYq3izfZRdkYtIaLLuwqFNcT8s0r64f/qy8gp1cAAOItW6ce5B5ESn4KD7R+gF+P/IrRYnR0EKn5qTQPbk6v2r1IK0jjeOpxzmacJduYzbu932XFqRXsjtt9U64BuOvcL2ruuXHcRnrW6Um3H7ux7fw2jjx6hGCPYHrO6klcdhzr7l9Hx9COzDo4iwlLJ/Dere/xavdXAZt989ITS3ln8zscSDxAHd86vNz1Zca3Ho9B949HRKPZSHJeMpuiNnHfH/cxofUEanjV4EDiAfYn7Ccx958hcgP/BoR6hXIi9QRJeUm4aF0wWUxqmkbh1CgFUAkKINAtkNSCVLRCy6R2k5jYZiJtQtpglVZmHZzFnENz2J+wn2CPYBoHNkYjNPx1+i9qetdkaOOhTN0ztbKadMMQ5B7E5gmb2RS1iUf+fIQH2zzID0N+IC47ju4/dSezMJON4zfSIrgFYxaPYWHEQrY+sJVOYZ0cdUgp+ev0X7y9+W12x+3GTedGiFcIGqEhNT+13OkcDRr83f1x07nh7+aPr6svZquZ5Lxk4nLiLrqpRqFwRpQCqAQFULxIOW3QNPrV74eXi5fDvUF5SClp/X1rDicdLuUBU2GjeHe0TqPjte6v8damt6jjU4dzT9s2i53LOEf3n7pjsprYPH4z1T2r0/r71ggEBx4+gI+rD2C7z4uPL+aV9a9wOv00rjpXCs2FGLQG2lRvQ9Pgpvi6+pJZkMnSk0sRQmCymMgyZt3UzvoUNw9KAVSCAiimbUhb9ifYvO61qd6G2+rfRh3fOiTkJBCfE09Cru1/Ym5iqRigiooR9VQUtX1rA3Ay9SQ9ZvVAr9GzZcIWEnMT6f5Td26rfxuLRi5ifsR8Ptj6AafTT1Pdszp96/YlKjOKvfF7HfGEL4aL1sXhRVOhuJFRCqASFUD7Gu0Z0mgIBxMPsiN2B4m5if/satW6YNAaMOgMCAQ5xhxHR6SeNitGHd86zB42m261uqERGg4nHabnTz3xNHjy9C1Ps/zUcjZFb7po+dbVW9Ozdk+qeVTjXOY5TqedJjE3kZT8lItuylIobmSUAqgEBVA8tdDQvyGn00870ur71sfDxcNhgWKVVqzSiqeLJ9FZ0USmR1LdszpZhVll3BIrKoaL1sXhu6ekL/Ra3rWYPWw29f3rk2fK43DSYU6knmBP/B72xO1x7D6Gm8chn0JxIVWlAJx+I1hJind6Ng1qysQ2E4nKjGLavmmkF6YzoMEAetbpiUZobD5hpAWz1cyr61/F39WfpNwkJraZyIwDM6q4Fc5JScdtxZ1/iEcIMdkxDJo7CBeNi8MNNNjMSy/cH6A6f4Xi2uL0I4Az6Wdo8HUDALxdvMkpyuGjvh+x7tw6tkZvvaYBQ25mfAw+SORN71NJobgS1AjgCll3dp3jOLvI1vm8uO7FqhLnpqXYYkehUDgPTr8P/uH2D1e1CAo7agFdoXAunF4BGM3/bPWvaEhIhUKhUNwACqDR140cx8VPoGoxUaFQKC6PUysAKSXxufFVLYZCoVA4JU6tAIQQtAwu3ze8QqFQKC6NUyuA/fH72Z+4v6rFUCgUCqfEqRVAZHpkVYugUCgUTstlFYAQwlUIsVsIcUgIESGEeMue7i+EWCuEOG3/71eizCtCiEghxEkhRP+rJfyABgOuVtUKhUJxw1OREYARuFVK2QpoDQwQQnQCXgbWSykbAuvt7xFCNAVGAc2AAcC3Qlwdu0xXvevVqFahUChuCi6rAKSNXPtbvf0lgaHAbHv6bGCY/XgoME9KaZRSngMigY6VKXQxJouJMK+wq1G1QqFQ3PBUaA1ACKEVQhwEkoG1UspdQDUpZQKA/X+wPXsocL5E8Vh7WqXj4eJBk8AmZdJretX8V/UoFwYKheJmpEIKQEppkVK2BsKAjkKI5pfIXl5vWsZHgBBikhBirxBib0pKSoWELY/YnNgyaedzzpeT8+IUbyATCALcAqjpXRN3vfsVy6RQKBTOwL+yApJSZgIbsc3tJwkhQgDs/4vDasUCJR/Bw4Ayu7WklNOllO2llO2Dgi4etvFytA+5Ykd4Drz0XmiFFokkrSCN89nnVcxZhUJxw1MRK6AgIYSv/dgN6AucAJYB4+zZxgFL7cfLgFFCCIMQoi7QENhdyXI72Byz+bJ5BAKDxoCvwZdqHtUIdA8sdT7XlIuH3oPwgHCC3W0zWe1C2jE8fDgA9fzqVb7gCoVCUcVUxB10CDDbbsmjARZIKVcIIXYAC4QQE4EYYCSAlDJCCLEAOAaYgcelvHrOecIDwonOii6V5ufqxy1ht9C2eltWnF7B4aTDBHoE0rtOb9x0bkgkdf3q0jigMeGB4dT3r4+rzmZRZLKYeHb1s0zdM5V9Cfvw0HuQknflU1QKhUJxvXJZBSClPAy0KSc9DehzkTLvAe/9Z+kqQKBH6ad5H4MPaS+mIYRtKeK9Pu/x86GfefTPR/nlyC8YtAZq+dQiKiuKsxlnOZ56nNo+tantW5vaPrUJ9Q7FRefiqC/PlHctmqFQKBTXHKcPCGOymEq9N2gNjs6/mPta3Ue3Wt348/SfRGdGE51le604taJUTFqFQqG4mXB6BVBkLSr1/sLOv5i6fnV5ouMTZdILTAXEZMWwN34vT696mtSC1DJ5BEIFO1EoFDccTq8ALhwBXEwBFOddd3Yd22K2EZESgdlqJq8oj+T8ZJLzkkt1/lqh5ZVur/Baj9dYenwpoxaPumptUCgUiqrA6RVAkaX0CCApN4lZB2cxrtU4hBCcTD3JidQTbIzayKyDs8g0ZlaoXg0apu+fzk8HfyIuJ+4qSK5QKBRVi9MrALPVXOq9TqNjwtIJfLTtI6p5VGNz9OZyp2/q+NahRXALGgU0IsQzhLMZZ/l277cAhHqFkm/KJzXfNiII9gjm1jq3Mi9i3tVvkEKhUFwjnF4B5BeV3rBlstqmhE6knuBE6gkEAjedGwXmAhr6N+Tt3m8zpPGQUjt9V55eycvrX0YgWHf/Om6te6vjnJSST7d/ysvrX742DVIoFIprhNMrgPPZ5bt9CA8IJ9+UT0x2DAXmArrV6sbIJiNpHtzc0fnHZsfy7OpnWXhsIQDv9H6nVOd/NOkoA38dWK67CYVCoXB2nF4B+Ln5lYoLrNfo+XbQt7y16S1is2MZ2XQkBq2BP07+wdaYrQB0DutMdc/qrDmzxrGGMDx8OM2Dm/PTgZ84n3me6funE5er5v4VCsWNi5Cy6s0b27dvL/fu3fuvy0VnRtPm+zZkFGaUSvfQe6AVWkY2G0mYdxhWacVD74GUktmHZnMi7QSgzDsVCsX1gXzzyvohIcQ+KeUVO0Rz6hFAZmEmOUU5ZdKLd+/OPDCz3HICQaB7ICn5NhcP97e8H2+DN9/s+UYpBIVCcdPg1DGBW1VvdVFHbfX96rN1wlZ+Gf4LD7Z5EH9XfwxaA1/c9gXmN8y83O2fRd05h+cwdc9U1fkrFIqbCqceAQBYrGX9zLloXDiTcYZuP3X7J03rQsvglpxOP83r61/ng20fXEsxFQqF4rrD6RXAhfsAoLR7CK3QYpEWiixF7E3Yy96Ef7/WoFAoFDciTj0FlGPMcWzWKomPwQd3nc3U03L1PFErFAqFU+PUCsBd717GXbNWaKntU5vm1Zo7fPwrFAqFoixOPQWk1WgJcA0grTCtVPrh5MNVJJFCoVA4D049AoB/XD8UY5EWtEJbRdIoFAqF8+D0CsAqraXee+u91by/QqFQVACnVwBmWdoKKNuUXUWSKBQKhXPh9Aqg0FxY1SIoFAqFU+LUCuDCaGAKhUKhqDhOrQDSC9KrWgSFQqFwWpxaAVy4B0ChUCgUFcepFYC3i3dVi6BQKBROi1MrgLSCtMtnUigUCkW5OLUCSMpJqmoRFAqFwmlxagXwx/E/qloEhUKhcFqcWgHU8y8/GIxCoVAoLo9TK4D6fvWrWgSFQqFwWpxaAXy357uqFkGhUCicFqdWAMeSjlW1CAqFQuG0OLUCOJt7tqpFUCgUCqfFqRWAv86/qkVQKBQKp8WpFcCFwWAUCoVCUXGcWgFkW5Xvf4VC4dy4ad2q7NpOrQAUCoXC2Ql0D6yyaysFoFAoFFWIj5tPlV37sgpACFFTCLFBCHFcCBEhhHjKnu4vhFgrhDht/+9XoswrQohIIcRJIUT/q9kAhUKhcGaqMrBVRUYAZuA5KWUToBPwuBCiKfAysF5K2RBYb3+P/dwooBkwAPhWCKG9GsIrFAqFs+NjuI5HAFLKBCnlfvtxDnAcCAWGArPt2WYDw+zHQ4F5UkqjlPIcEAl0rGS5AQjQB1yNahUKheKa4aJ1qbJr/6s1ACFEHaANsAuoJqVMAJuSAILt2UKB8yWKxdrTLqxrkhBirxBib0pKyhWIDmHeYVdUriqo71uf6h7Vq1oMhUJxnVFgLqiya1dYAQghPIHfgaellJeyvxTlpMkyCVJOl1K2l1K2DwoKqqgYpXCmkJBnMs+QmJdY1WIoFIrrjGCP4MtnukpUSAEIIfTYOv9fpZSL7clJQogQ+/kQINmeHgvULFE8DIivHHFL0yqk1dWo9pqjUcZYCsVNy+s9Xq+ya1fECkgAM4HjUsrPS5xaBoyzH48DlpZIHyWEMAgh6gINgd2VJ/I/9G/gnAZGbjo3XHWuAOg0OqxYAdAIpQgUipsJT70nHUI7VNn1K9LjdAXuA24VQhy0v24HPgT6CSFOA/3s75FSRgALgGPAKuBxKaXlagjfLLjZ1aj2kgjEJZ/YwwPCGddyXKk0gaCaRzVaVWtFsEcwRZYiCs2FCAR96vahgX8DAKzSikZoHIpAlDubplAobhTe6vUWOo2uyq5/2StLKbdS/rw+QJ+LlHkPeO8/yFUhOtfsTB3vOkRnR+Oh9yDXlIuLcEGn1eFl8MJkMRHsEUx4UDjx2fHkFeXRLLgZ6QXp9KzVEz8PP7xdvEkrSGPxscUcTj5M+xrtqeldE43QkJKfQh3fOiTlJrE9djveLt50qdkFiUQgePKWJ/npwE/8cuQXXur6Eg+3exhPgydZhVnU969PA/8GdKnZhVDv0FIfspSSFadW0LtubzxdPFkduZpCcyHhgeE08G+AxWohKjOKun51Sc5LZm/8Xk6knuCFLi8w6LdBaDVazmWcw6A1EJkRiUFrILUg9WrfboVC8R8I8QzhzZ5vohVabmtwGzW9a2KbYKk6hJRl1mevOe3bt5d79+6tajEUCoXCqRBC7JNStr/S8mrSWaFQKG5SlAJQKBSKmxSlABQKheImRSkAhUKhuElRCkChUChuUpQCUCgUipsUpQAUCoXiJkUpAIVCobhJuS42ggkhUoDoqpajkggEbtRtuaptzsmN2rYbtV1Q8bbVllJemTtlrhMFcCMhhNj7X3bmXc+otjknN2rbbtR2wbVrm5oCUigUipsUpQAUCoXiJkUpgMpnelULcBVRbXNObtS23ajtgmvUNrUGoFAoFDcpagSgUCgUNylKASgUCsVNilIAdoQQvkKIRUKIE0KI40KIzkKI/wkh4i4IhYkQ4t4SaQeFEFYhROsL6lsmhDha4r1BCDFfCBEphNglhKhT4tw4IcRp+6t0PMnrqG1CiI1CiJMlzgXfQG1zEUJMF0Kcstd1143QNiGE1wXpqUKIL2+EttnPjRZCHBFCHBZCrBJCBN5AbbvH3q4IIcTHJeqvvLZJKdXLtg4yG3jQfuwC+AL/A56/TLkWwNkL0u4EfgOOlkh7DJhmPx4FzLcf+wNn7f/97Md+12PbgI1A+3Ly3Qhtewt4136sAQJvlLZdcG4f0ONGaBu2kLbJJT6rj4H/3SBtCwBigKASdfap7LapEQAghPAGegAzAaSURVLKzAoWHw3MLVGXJ/As8O4F+YZi+xABFgF9hBAC6A+slVKmSykzgLXAgCtsShkqs22X4EZo2wPAB/Z6rFLK4l2YN0LbiutsCAQDW+xJzt42YX952OX2BuLt55y9bfWAU1LKFPv7dcBd9uNKa5tSADbqASnAT0KIA0KIGUIID/u5J+zDsB+FEH7llL2H0j+2d4DPgPwL8oUC5wGklGYgC5uWd6TbibWnVRaV2Tbs9RwUQrxu/9KBk7dNCOFrT3tHCLFfCLFQCFHtRmjbBYzG9rRYbPrn1G2TUpqAR4Ej2Dr+ptg7XmdvGxAJhAsh6gghdMAwoKb9XKW1TSkAGzqgLfCdlLINkAe8DHwH1AdaAwnYOnYHQohbgHwp5VH7+9ZAAynlknKuIcpJk5dIrywqpW127pVStgC621/3FWe/SBucpW06IAzYJqVsC+wAPi3OfpE2OEvbSjKK0orBqdsmhNBjUwBtgBrAYeCV4uwXaYNTtM3+BP8oMB/biC0KMBdnv0gb/nXblAKwEQvESil32d8vAtpKKZOklBYppRX4Aeh4QbkLf1CdgXZCiChgK9BICLGxxDVqAtg1ug+QXjLdThj/DGMrg8pqG1LKOPv/HGxrHMVlnL1tadhGbMWKeyG2H3HxNZy5bdhlbwXopJT7LriGM7etNYCU8ox9VLMA6FLiGs7cNqSUy6WUt0gpOwMngdMlrlEpbVMKAJBSJgLnhRCN7Ul9gGNCiJAS2YYDJa16NMBIYF6Jer6TUtaQUtYBumGbw+tlP70MKF6VHwH8bf/SrgZuE0L42YeFt9nTrqu2CSF04h8LCz1wR4kyTt02u6zLgV4l67kR2laC8tYFnL1tcUBTIUSxN8x+wPEbpG2If6zs/LAt/M6o9LZdaoX4Znphe5rYi20Y+Qe2VfSfsc0vHrbf9JAS+XsBOy9RXx1KWwG5YnuyjAR2A/VKnHvAnh4JTLge2wZ4YLMgOQxEAFMA7Y3QNnt6bWCzvcx6oNaN0jb7ubNA+AVpTt824BFsnf5hbEo84AZq21xsDyLHgFFX43NTriAUCoXiJkVNASkUCsVNilIACoVCcZOiFIBCoVDcpCgFoFAoFDcpSgEoFArFTYpSAAqFQnGTohSAQqFQ3KT8P+Qrlzmn5iJtAAAAAElFTkSuQmCC",
      "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": 5,
   "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": 6,
   "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": 7,
   "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": 8,
   "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": 9,
   "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",
    "cmap = plt.cm.get_cmap('jet').copy()\n",
    "cmap.set_bad(color = cmap(0.0))\n",
    "freqMap.plotAsImage(cmap=cmap, 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": 10,
   "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
}
