{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "1be1aaa0-4b4c-4059-b601-6429b158e0c2",
   "metadata": {},
   "source": [
    "# Load a network with an existing topology structure\n",
    "\n",
    "This documentation describes how to load data with a known topological (network) structure. The required structure is very simple: each edge has an initial (*i.e.* source) node and a final (*i.e.* target) node, the edges and nodes are defined by an identifier, and the geometry of the edges is a *LineString* type. It should be noted that directed graphs can be managed using the 'orientation' attribute of the edges, and a path cost can also be specified.\n",
    "\n",
    "In tracklib, the static method *readFromFile* loads network data from a text file, and stores it in the Network structure:\n",
    "<br/>\n",
    "<div class=\"alert alert-block alert-info\" style=\"padding:1em\">\n",
    "\n",
    "```python\n",
    "  tkl.NetworkReader.readFromFile(path:str, \n",
    "                                 formatfile:Union[str, NetworkFormat]=\"DEFAULT\", \n",
    "                                 verbose=True) -> Network\n",
    "```\n",
    "\n",
    "</div>\n",
    "\n",
    "\n",
    "Before to load network data, you need to create a *NetworkFormat* (option 1 or 2 described below) which describes metadata of the file. If this format is widely used, you can formalize it in a *network_file_format* (in tracklib/resources/ directory) and just call it as parameter (option 3 described below).\n",
    "\n",
    "The network's format must necessarily specify these parameters:\n",
    "<ul>\n",
    "  <li><strong>pos_edge_id</strong>: index of column containing the edge identifier</li>\n",
    "  <li><strong>pos_source</strong>: index of column containing the node identifier</li>\n",
    "  <li><strong>pos_target</strong>: index of the colmum containing the node identifier</li>\n",
    "  <li><strong>pos_wkt</strong>: index of column containing geometry of edge in wkt format</li>\n",
    "  <li><strong>srid</strong>: coordinate system of points (ENU, Geo or ECEF). Default srid is *ENU*.</li>\n",
    "</ul> \n",
    "\n",
    "You can specify also optional parameters:\n",
    "<ul>\n",
    "    <li><strong>pos_weight</strong>: the path cost, arbitrarily set to be proportional to the length of the WKT</li>\n",
    "    <li><strong>pos_direction</strong>: the orientation of the edge. An integer arbitrarily set to: 0 to indicate two-way, 1 direct way and -1 indirect way</li>\n",
    "</ul>\n",
    "\n",
    "Parameters dedicated to reading the text file:\n",
    "<ul>\n",
    "    <li><strong>separator</strong>: the separating characters (can be multiple characters). Can be: c (comma), b (blankspace), s (semi-column)</li>\n",
    "    <li><strong>header</strong>: the number of heading line in format</li>\n",
    "    <li><strong>doublequote</strong>: true to manage double quote</li>\n",
    "    <li><strong>encoding</strong>: the encoding like utf-8</li>\n",
    "</ul>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "699d9cd4-6002-40a4-abb2-f23d34b2bf6d",
   "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": "977f6521-5769-4f73-816f-df188bd4e0fd",
   "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": "bc27b196-4956-43c2-be36-0b33048f2d3a",
   "metadata": {},
   "source": [
    "The following two imports are necessary for the tutorial:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a18330d0-1a11-4163-8592-23269d9fef22",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Import tracklib library\n",
    "import tracklib as tkl"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "838fd237-06ac-4cbc-96af-78c24c29215f",
   "metadata": {},
   "source": [
    "## Loading network data from a CSV file\n",
    "\n",
    "In this short tutorial, the file used as an example is *network-utgtrack-22245.csv*, located in the data/network directory. It has a header line, and the parameters specified are in this order:\n",
    "\n",
    "    WKT,link_id,source,target,direction\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5eba78a3-0fe2-492e-94f0-03015c8772ac",
   "metadata": {},
   "source": [
    "### Option 1: From a dictionary-type structure\n",
    "\n",
    "Although the file contains orientation data, we have decided not to load it here:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "6244e733-0a7b-42e1-b66c-f1c49ba8ca84",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "troncon_de_route.TRONROUT0000000002223246 0 33.07\n",
      "troncon_de_route.TRONROUT0000000002223252 0 41.04\n",
      "troncon_de_route.TRONROUT0000000002223253 0 137.37\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": [
    "# We define a network format\n",
    "fmt_vtt = tkl.NetworkFormat({\"pos_edge_id\": 1,  \"pos_source\": 2, \"pos_target\": 3, \"pos_wkt\": 0, \"srid\": \"GEO\"})\n",
    "\n",
    "# Then, we can load data\n",
    "netpath = \"../../../../data/network/network-utgtrack-22245.csv\"\n",
    "network = tkl.NetworkReader.readFromFile(netpath, fmt_vtt, verbose=False)\n",
    "network.plot('k-', '', 'g-', 'r-', 1, plt)\n",
    "\n",
    "# the direction is not loaded:\n",
    "print (network.getEdgeId(25), network[25].orientation, round(network[25].weight, 2))\n",
    "print (network.getEdgeId(29), network[29].orientation, round(network[29].weight, 2))\n",
    "print (network.getEdgeId(30), network[30].orientation, round(network[30].weight, 2))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "91c3cee8-cc62-4557-b9fe-8f0353e774ed",
   "metadata": {},
   "source": [
    "Example 2: we load now the orientation data:\n",
    "<ul>\n",
    "<li>-1 : undirect way</li>\n",
    "<li> 0 :  two-way</li>\n",
    "<li> 1 : direct way</li>\n",
    "</ul>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "6fde7931-6ab6-46e5-96b2-e6121100586f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "troncon_de_route.TRONROUT0000000002223246 1 33.07\n",
      "troncon_de_route.TRONROUT0000000002223252 -1 41.04\n",
      "troncon_de_route.TRONROUT0000000002223253 0 137.37\n"
     ]
    },
    {
     "data": {
      "image/png": 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wcXHB+8T3aLO3DZa3X44RLiPKvd4cUQ5efn6JJ5FP8CRKvAV+DoS1vjVcTV3xLPoZ/ur+F5qZN+PcLktgGAaWlpbl0j9MRFBYogArXSt8mPZBpjwBMQFw3uaM/f32Y7jz8DLbUBkwDIN3797B1ta2qk2pEJ5HP0eL3S2QkZuBKU2n4GfXn+Fo7FggTVpOGoafGo6zr88CANLnp0NDufwWBSoqKvJdTPkQsSK8S3iHgM8BCIgJEP/9HICIlAjYG9ojJTsFlrqW+F/r/8GlhguMNcv24sKLQwVw/PhxTJkyBePHj8e2bdtw4sQJtGnTBkGxQaj3dz1MaToFm7qVfSYHEWHro62YdHUSVBRVYGdgB1czV7iaircGNRrINJXW0dERAwcORJcuXZCYmIj379/j6NGjGDFiBFRUVKCsrAwVFRWoqKggIyMDHz9+hJqaGurVq4fo6GhoaGhw02Djs+PR+05vRM+MhomWiczXwiwWty7qGNbBndF3yvzFrmhUVVWRkpICVVXVkhN/Zex6ugtjz48FINsDP0eUA7ddbnga9RRZC7IKvXyUluvXr6Njx47fnTgQEWLSYxAQE4AXMS84EQiOC4aJpgmcTJzgZJy3mTjBzsCu3Bxx5qc4ceAXwZWSgQMHQigUYsaMGfj999/h4eGBHTt2oG/fvjg9+DR+vvAz6hvXx3jX8XKVS0TwifDBlsdboKigiMMvDiOXcvG/1v/D3FZz5VpTERkZiVOnTmHKlCkAgMWLF8PLywsGBgbIycnB3bt3YWdnh9zcXOTk5CAnJwe5ubl49uwZIiIiAADm5ubcvpubGwAg1jQWcIZcwgAAS92X4vebv+N1/GuYrBHntdW3hZKCEpQVlaGkoFRgU1YoeKxQGqbwsS/zSMv3ZRohK8Sj8EfoaNNR3C8OBrnCXOR0yMG9iHvQUNaAurI61JTUoK6kXmC/In6wFc3HpI8Ye34sRriMwL6++2TKo6KogsdjH0NpqRLM1pkhfk58udjyPYT4TctJQ+DnwEKtASLiRKClZUtMaDwBjgJHaKtWD1fovDiUgaFDh0IkEmH8+PFYsGABJk6ciLi4OIwdOxb1BPVQZ0sdXAu9huMDjxdbTlxGHK6HXod3qDeuhV7Dx+SPAIDtPbejt0FveLT3QLsr7eQShnPnzqFPnz4AgFmzZmHBggXlNo01MTMRBqsMwBIrlydZZQXxg3Rbj214FPEIRIR9z/ehvnF9NKjRAMoKylBRVOE2ZQVlKCsqIzQxFLFJsWhXtx2UFZTBEgt1ZXUoMAoQsSLksrkQssICW64oFxm5GQWPSUvH5iI6LRr3wu4hJDEEBPEbbHp2OtAMWHZ3GTJzM5EpzESWMKvQPgCxUCirQ11Jvfh9JXUkZiXidPBpzGs1j7tG7noV/9v3i/RDLb1a+Jj0Ec0smsFQ3RDKispQVlBGcnYyckQ5cDZxhraKNrRVtaGupF7suE9GbgZ2Pt2JV7GvsP3JdgCQWRgkKCoowv9nfzTY3gB/3vsTv7X8rcxOCXV0Sh+jpLohZIV4G/+2kAhEpUbBwcgBTiZOcDZ2Rg/7HnAydkINrRrV2qkjLw5lZPjw4Th37hz+97//YfHixVixYgViYmIwf/58+Iz1weATgzHs1DAc6HeA+yJk5mbiXtg9TgxCEkPQ1qotOtp0xAy3GXAwcijwpblz8w4GDBjAdV0VR0xMDH799Vc8ffoUN27cgLu7e7lfsyTo0KGAQ3KNH8y9PhcAMOHiBOio6mCUyyjUN64PR4EjTLVMkZGbgczcTCRnJyMjN4P7fP/TfQBAcHIwMoWZiM0Qz85gwBQQk/hM8dusvaF9oQevtE1NSQ06ijpQU1LDvbB7qGtUFwqMAhiGQa4oF7fDbqODdYdCrYX8+xI3Kl9CIOSKcpEpzERmbp6YCDMRlhyGtwlvoaWihRxRDtJz05GUlYQcUQ5yRDnIZXORI8rB/hf7UUOrBqLTouH43hFm2mbIZXORK8rl7oe1njVSc1KRmp0KISuElooWkrOTAQD1BPWgpKCEyNRIxGXEQV1JHZnCTDQ1F8cpSfytdO62XWqIXcjMuz4P86/Ph4ayBnb02gFrPWvY6NvAUMOwyHsiDW1t7WoTfVFWiAhRaVGcAEi6hV7HvYaZthnXGhjmNAxOJk6obVBbrntSXfj6LK6GHDt2DE+fPoWrqzj20eHDhxEdHY2NGzfCa5gX6v5VF4cCDsFA3QANajTA44jHcDFxQUebjtjcbTOamjcttnuidevWOHLkCDw8PHD27Fmueyc/RIR9+/Zhzpw5GDNmDPbu3Qt1delRvMqKooIi9vbZix9P/widXB30du1dYp7HEY8BADt67sA413Fy1SdxYxGGMLx+/Rr29vYAwLUaJA/W2Z6zoWeohwlDJnDHvtzyp5dscRlxsDOwg7GmMVhiwRKLTGEmdFR1kCXMQmJm4n+thS8e9sXtKykoFWo9hCWHIVOYCa93XrgXJvZq2q12N65VIPkLABbaFohJi8EPTj9AU1kTOaIcPI95jpluM7muLolYRaVGoYZWDSRmJYIlFgINAXJZcespOC4Yw52HQ0VRBYcDDuOHUz9AT01Prv9Bfk4PPo1+R/vh8IDD+OPeHzj7+iyOBR4DACgyilBSUIKmiia0VLQQliyeANHcojlUFVU5YVZVEu8rMUrImpuFSRcnQU1JDapKqlBVVC3V35q6NYucTVVaUrNT8fLzy0KtAUVGkROBtlZtMbnpZDgKHKu9Kx154MWhnGjUqBHCw8PRp08f6Ojo4NGjR+jQoQPOnTuHtHlp6PBvB/hE+GBas2loW6ut3CE/27dvj3///Rd9+vTBxYsX0aRJE+7cwYMHMXz4cDRs2BCXL18utyBFRUFEED4RAgD6XOiDGwY34G5ddAtl3cN1mHl1JoY5DZNbGADxrKGgoCDUrVsXderUAQD07dsXAoGAG0RXVVXF3tV7AQD2OvbQ1taGjo4OdHR0uP2s7CzUr19falP+f23+V+jYEvclctsqgYiQy+YW6oaKy4jDq9hXqCeoh7b920JTRxOThk7iWgWSv6k5qciMywSlE1KzUxGdFo3A2EDceH9DfC6vXMlfScwObRVtpOemQ5FR5FY6A8D2J9uxtvNaJGaVPUCPqZYpAGBw/cEYXH8wAGBX71148OkB7AzsICIRsoXZyBZl43Xca2irakNJQQmqiqoFRDlblI3M3EzcCboDe0N77li2MBvpmelcGZJjJf31HuENG32bUl1TrigXb+LfFBKBz+mfUdeoLicEfRz6wMnYSe7xtq8RfrZSOZOTk4MxY8YgMDAQ/v7+AID09PRyiwlw/vx5jB07FleuXEH9+vWxadMmzJw5EwCQm5sLJaWK1fvQ0FCMHz8eycnJ2LlzJzZ92ITd/rsBABu7boS5tjlczVwRlxGH+dfn41roNQDAjOYzsLbL2jLX7+vri0WLFmHgwIHcILpkmz9/PgBgwoQJSElJQUpKClJTU5GSkoLY2FiEh4fD1dUVOTk5cHR0xNChQ6GlpcXN1Mo/Y+vLY5K/SkpK5dZPPHPmTJiZmXH/vy958OABWrZsKfdMHiJCjigHn9M/IyotChffXMTRwKN4Hf8adgZ2eJvwFslzk0sdk3zB9QVYcW8Fzgw+g75H+6KRaSM8jXoKALDSteLGciRil5aTBkDcDSgZV5Ecs9G34VZmu1m4cWMv3qHeAACPeh5ci0oyAUHy+cCLA3C3dkejGo2grqwODWUNbpOMwUSkRMDByAG+kb6w0bdBfEY84jPjEZcRh/iMeOx4ugOAeNzIUsey0CwhW31bzgnhtwg/lbWSISIsWLAAhw8fhrGxMdTU1HD+/PlyG3w7efIkPDw8AIh9P23btg21a9cul7KLQiQSYfPmzVi2bBnmzp2LadOmcULkF+mHs8FncevjLa6rRMLmbpsxpuGYMs+Nv3//Po4fPw4igp6eHjp27Ah9fX2oq6tDXV0dGhoamDFjBpo0aYKJEydKLUMoFOLu3bto3749AKBNmzZQVFTkZmnln7FV1F+hUFikcBQnMpcvX8bUqVOxYcMGzp7JkyfDwcEBkydLXzT5/v17uLu748OHD2W6dxJyRDm48OYCBhwbAI96HiVOlCiqDNVl4mmsLSxbICkrCX91/wtNzJoU2aXCEgvdP3XxYeoHaKpoIleUi5TsFKRkp0BZURl7/fdi+d3luDf6HtftFxwXjMTMRNQV1OVERjLRQLJ/MOBggfGqjNwMZAjF41QZuRl4FfsKEakRcDFxwfOY5+hWuxsMNQxhpG4EQw1DGKobIjI1Eg1qNEA3u27lun7ja4GfylrJMAyDFStWQFdXF3PnzkXz5s3h5OQEb29v2NnZlalskUiEV6/yuhC0tXHt2rUKn/Hw6tUrjB07FsrKynj48GGha2hs1hiNzf77fhFRudpUt25dzpeVhF27dkFXVxeZmZnIzMxERkYGUlJSEBQUVKQ4KCkpwd3dvUxz6lmWRW5ubrECIk1k/Pz8CrUes7Kyih2M1dDQQEZGRqlt/RIVRRX0r9sf+/ruw8gzI/Hg0wO0sGwhc36WWE4Y3k99L3OoWwVGAfUE9RAUF4RWNVtBTUkN2qraMIc5AKC+cX0MchyEljVbcnkk/p2KY4bbDJlt5ykFRPTVb66urlRdWbNmDZmbmxMAAkAxMTGlLiskJIQr5/379+VnZBHk5OTQ0qVLycjIiLZu3UoikajC6/wSlmUJAB09elTm9NURyf+tc+fO1LVrV+rWrRsBIFtb2yLzJCcnk5aWVoXY02FfB4In6Oq7qzKlj06NJniC4An6kPhB7vrgCeq8v7PUc+ZrzQmekLtMnrIDwI+KeK7yLYcKZubMmdDW1saKFSvQrl07mJiYwMfHB02bNpW5DJFIhC1btmDp0qVYsmQJ5syZU+Grdp88eYIxY8bA3NwcT58+haWlZYXWVxSSFoikK0jW9NWNQ4cOIScnBzVq1ADLsmBZFl5eXujXr1+ReSQ+iCrCAeC1H6+h/7H+6HygMyx0LPB47GOp8+7Ly33GMKdhRXp3danhgojUCPkvgqdiKUo1vqatOrccJEyfPp0AEMMwBIAMDAwoICCgxDddb29vAkCtW7em169fV7idGRkZ9Ntvv5GxsTHt37+/yt/EWZYlhmFIKBRWqR0VQbdu3ejixYtFns/JySEAtHDhwgqzwT/Kn2sRSLbRZ0aT5TpL7rPGcg3a8HBDmeo5/OIQ9TjQnU4EniCvt170Ou41RaREUHJWMm33204/nf2pnK6IRx7AtxyqnnXr1kFLSwu7du3C8uXLMXr0aHTv3h1ZWVmIjY1FUFAQF10LALKzs/Hnn39i5cqVaNCgAW7dulXh7qPv3r2Ln376CQ0bNkRAQEC18EaamZkJVVVVKCp+ezNGMjIyil2LoqysjPDwcFhYWOCff/5B27ZtYWZmhpYtW3JeTpWVlYv9Gx0dDTc3NygrS19H41LDBbSIuPUPVrpW0FHV4cKDLmyzEIvdF5f5WhUe++J/iy7BbdwlAEBtg9pIy0njNgDY2XtnmevhKT94cahElixZgvr162Pw4MHYsmULfvnlFzx8+BAjR45E3bri0IxpaWl49uwZxo8fDzs7O7x+/brCu3SysrKgrq4OHR0d7Nu3D3379q3Q+uQhIyOj3KYBVzdkuTZzc3NERUUhMDAQixYtwpEjR/D+/Xtu5pRQKOT2pf199+4dAOCnn36Crq4u1q6VPp14SP0hmOw1GbNazMLkppNhoG6ARbcWwbOdZ7lca3+bnlC0fgxadK/QuW1+23D74+1yqYen/ODFoZIZNGgQhEIh5s+fj00Rm/BG9Q0wHNBV1QWzhYGWlhYA4MSJE+jfv3+F96GzLMu9vb558wYmJtVrcU9GRgY0Nb+dVaf5yczMlEn4atSogRo1aqBDhw5y10FEePPmDbZu3Yp169bBwMAA8+fPL/S9YhgG9ob2mOI1BZObTsbK+yvRy75XuX3/lEQsoCJ9nCwxMxHRadHlUg9P+fH9hLmqRvzwww+wXWQrFgYAvex7ITk7GUnjkgBdcZoBAwZUyuCqUChe6Xz9+vVqJwxA+S4grG5URquIYRjUqVMHGzZsQEREBE6ePIkhQ4YgK6vw4PDCNgsBiKesZuRmYGXHleVnSE4OoCLdtcX9T/dx68Ot8quLp1zgxaGKuBF2A/0d+oMWEc4NPQfh/8QPae1ZleuuVyXvB9u/f3+pD4yq5ltuOVR2l5mZmRlu376NY8eOQV1dHbGxBcNLNjRtCAB4G/8WAOBg5FCojFJTjDi0tWqLWW6zyq8unnKBF4dKZvv27ejUqRMAIDkhmTvOggUAZJH4AR0aGlppNgmFQnTp0gVDhw7lWhLVhW+95VBRzhGLQltbG5mZmahdu3ahCQc1tMTBnISsEPpq+uXbci1GHJKzS+/Kg6fi4MWhkggLC4OdnR0mTJiA9PR07HDbgeufr4NZzIBZzEBlmfiHEzw5GPr6+uUSzlNWFBUVsX//fmRkZGD8+PHVKirXt9xykHXMobxRU1PDq1evYGhoiPv37xc4p62ijdiM2HJx0FeA4GDgyROpp1KyU6Crplu+9fGUGZnFgWEYRYZhnjEMcyHvcwOGYR4xDOPPMIwfwzBSV3UxDKPHMMwJhmGCGYYJYhjG7YvzsxiGIYZhjPI+d2IY5gnDMAF5f2Vb/VSNOXv2LKysrPDu3TvEx8fjwYMHGNd5HIImBeFH5x/Rz6EfhlkOAxYDVjpW6NmzJ27dulWpNqqoqODUqVMICgrC7Nmzq41AfKuzlXJzc8GybJFTTCsaZWVluLm5oVWrVgWOp+akIkeUU/4VvnkDvH8v9RTfcqieyDNbaSqAIACS/+IqAIuJyIthmO55n9tJybcRwGUi8mAYRgUA90tnGMYSQCcA+V+T4wD0IqJIhmHqA7gC5Dlh+cqIiYnBlClT4O/vj1u3bqFt27YFzjsYOeDffv8CEHftHPzpICZNmoTHjx9j//798PT0rFR7NTU1cfHiRbRp0wZGRkaYO3dupdYvjW+1W0nSaqjKFd3Dhg1DdnZ2oeOaypqoJ6hXvpXVrw/Mni31VHJWMnRV+ZZDdUOmlgPDMBYAegDIv0qF8J9Q6AKIlJJPB0AbALsAgIhyiCgpX5L1AObklYW8NM+ISFJWIAA1hmG+qgjvRIQ9e/bAyckJtra2eP78eSFh+BIlJSXExMTg6tWr6NKlCwBgzpw5lWFuAQwMDHDlyhXMmzev0FtlVfCtditlZmZW+njDlygpKUFb+78JEETEudVWVSznn1xiImBgIPVUSnYK33KohsjactgA8UM8/1SaaQCuMAyzBmKRkebe0QZALIA9DMO4AHgCYCoRpTMM0xtABBE9L+btaQCAZ0RU6PWGYZjxAMYD1StIeWRkJMzNzWFkZISrV6+iYcOGMuc1NjbG+fPn4e7ujl69emH16tUYOHBggcA+lYG5ubih9mV/dFXwrbYcqkN32Zc+m4SsEAqMAoSsEGpK5Ry6MzERsJEeiCc5O5kfc6iGlNhyYBimJ4DPRPTlaNJEANOJyBLAdOS1Dr5ACUAjAFuJqCGAdABzGYbRALAAwMJi6nUEsBLAz9LOE9EOImpMRI0FAkFJl1EpzJ8/H+bm5ujWrRvCw8PlEgYJjo6O2LdvH3x9fbFhwwb07t0bb968qQBrpZOWlsa5qtiyZUul1VsU32rLoTqIAxEVEIdsUTZUlVSRLRT/LVd8fYEixlf4lkP1RJZupZYAejMM8wHAEQDtGYY5AGAkgFN5aY4DkDYgHQ4gnIh88j6fgFgsbAFYA3ieV64FgKcMw9QAuG6s0wBGEFFIKa6rStDT0wMATJo0qUxeU7t164Z58+bhn3/+weTJk1GnTh2EhFT8bbh+/TqcnJzQpUsXhISEYNKkSRVeZ0lUh4doRVAdruvLlkO2MBuqiqpikSjvbiV/fyCyUM8zAH7MobpSojgQ0TwisiCiWgCGALhBRMMhHmOQdKS3B/BWSt5oAJ8YhqmTd6gDgFdEFEBExkRUK6/ccACNiCiaYRg9ABcBzCOiqu/XkIM5c+bg4cOHGD16NM6ePVumsqZMmYI2bdpg+fLl6Ny5M4YNG4bMzMxysrQgKSkpmDBhAkaNGoW///4bly5dgk0RXQCVTXp6+jfZcqgOYw4syxYYEJe0HLKEWeXfcjAyAn78UeopvuVQPSnLOodxANYyDPMcwArk9f8zDGPGMMylfOmmADjIMMwLAA3y0hbHZAC1AfyeN03Wn2GYqncPKiPNmzfHpUuXMH78eJw8ebLU5TAMg40bNyIzMxOampqwsbHB6NGjwbJsOVoLXLt2Dc7OzhAKhXj58iW6detWruWXlerwhl0RVIfr+rJbKSEzAdFp0Xj49iHuhdzD1atX4ePjg/Pnz8PHxwfJycmlWyQZHw/ExQFmZoVOZQuzwRJb/mMcPGVGLsd7RHQLwK28/XsAXKWkiQTQPd9nfwBSY5TmS1Mr3/4yAMvksau60bhxY1y5cgXdunVDbm4uhgwZUqpylJWVkZCQgGbNmmHq1Kk4ePAgFi1ahKVLl5bZxuTkZMyaNQtXr17Fjh07uBlS1Q1+QLri+LJbKTZd7E7jTcwbJAgTsGbNGiQlJcHX1xcAoKOjg7S0NCgrK0NLSwvx8fEAxN2gpqamMDU1xa1btzBp0iQ4OjqiZs2a4q7W0FDAyUnqmIOk1VBdgzR9z/BeWSuIBg0acNNSc3Nz8WMRTeqS0NfXx7lz59CmTRts3boVY8aMQWhoKA4ePFhq2y5fvozx48ejW7duCAgIgI5O9W3S8wPSFceX3UoG6gZwNnFGL9de0BfoY/ei3YXyEBGys7ORlpaGT58+ITY2FtnZ2YiKikJUVBTu378PIkJycjI+fvwIBQUFDEhJgTuA84MG4dGjR9i0aRPq1q0LGxsbfqZSNYYXhwrEyckJ3t7e6NSpE3JzczFmzJhSlePg4ID9+/dj6NChGD9+PNasWYOJEyfKvQ4hKSkJM2bMwI0bN7B792507NixVPZUJtXhIVoRVIcxhy+7le6G3cWLmBfIFeVCSUH6o4FhGKipqUFNTQ1GRkaFzi9atKhA+cnJyXh26RJC/f1hr6KC8+fPY+fOnQgODkZERASy9LOA3sCqVavQrFkzuLq6cm7reaoW3rdSBVOvXj3cvHkTkyZNKpU/fgldunSBg4MD1qxZg/3792PgwIFyOee7ePEinJycoK6ujoCAgK9CGIBvd0C6Oojel91KdQzrwNXUFfue78M/T/8pc/kMw0BPTw/uP/yAn1atwrJly5CZmYkLFy7g3bt3SExMxPyJ84FLQEREBH777TeYmJjAxcUF1tbWmDZtGtLS0spsB0/p4MWhErC3t8eFCxdw48YNHD58uNTl3L9/H/Pnz8e6deswefJk9OrVC8nJySXmIyIcPHgQ//77L/76668Cq2KrO9XhIVoRVIfrkjZbqYZWDXS27QyPeh4VXr+amhpaurZEV8eu2LhxIx49eoSEhATs3LkTjo6O2L17N8zNzdG/f38MHDgQCQkJFW4Tz3/w4lBJdOjQAQEBAZg2bRouX75cqjIYhsGyZcvQsmVLXL58Gc2aNcOQIUNKnEHCMAwOHToEd3f3UtVblfAth4rjy5ZDek46NJQ1oKuqC3PtynFnlpaWVqAbSVVVFU2aNMGFCxeQkpKC0NBQtGjRAidOnICVlRXatWuH1atXIygoqNo4h/xW4cWhEqlfvz5Onz6NH3/8EV5eXqUqQzLF1cbGBp8+fUJWVhZmzJhRzpZWH96+fQslpW9vaKyq3HXn58sxh4zcDGgoa4AlFoqMYqXYUJL4GxoaYtasWSAixMTEYNasWQgNDUXnzp1ha2uLX3/9FVeuXKmwNUDfM7w4VDItWrTAihUr0L17d+zaJc3jSMkoKChg165d0NTUxK1bt3Dx4sUCA4HfGvkfYN8KVRHo50u+bDlk5GZAU1kTLLFQYCrnnn/ZcigODQ0N9OzZE1u3bkVYWBjOnDmDGjVqwNPTExoaGrC3t0eXLl0QEBDAtyrKgW/vlewrYNy4cbh58ybGjh2Lxo0bw8XFRe4ylJSU8O+//0JXVxeKiopYsmQJbGxsMHLkyAqwuGqQLPi7fPkywsPDYW1tDXt7e2hqakJDQwMaGhrcvpqa2lc1V37r1q0YNWpUldrw5ZhDeq64W0lEokoTh9J2GzIMA2dnZzg7O2P+/Pl48+YNDhw4gKVLl8LZ2blA2mbNmqF3796wtbWFoaEhtLW1YWJiAj09Pc7lDU9heHGoIg4dOoT+/fujTZs22LVrFzw85B8A1NHRQUZGBnr27AlVVVXMmjULAoEA3bt3LznzV4DEAeD169dx4sQJKCsro2nTpsjIyEB6ejoyMjK4/ZycHE4wvhQODQ0NKCsr4/z583j16hXq1q1bJrsSExMREhKCWrVqQV1dHWpqapytshAcHAwA6Nu3b5nsKCvSupU0VcQtB0WFyulWkqflUBz29vZYsmQJlixZApZl4ePjg2vXruHSpUvw8fGBj49PgfQ1a9bEqFGjsHjx4jLX/a3Ci0MV4uHhgatXr2LgwIG4d+8eWrZsKXcZ6urqOHfuHGxtbREXF4eRI0fiyJEjZZo2W524c+cOWrduXWI6kUiEzMzMQqIh2U9KSkJYWBjatGmDZs2aYcWKFYXeMIvi+fPnWLZsGU6cOFHguIGBATIzM5GVlQUlJSVOKNTV1aXuKykp4dy5c1z+Xr16yXczyhlpA9ICTQGyhdmV2nIwKCLOQ2lRUFCAm5sb3NzcsHBhkY6feUqAF4cqZseOHbh79y5atWqFiIgImEnxP1MSmpqaePbsGczMzGBpaYkhQ4bgzJkzpRKb6oSuri7q1ZMtIpmioiK0tLSKfQv94YcfEBcXB4FAgIsXL0JBQQGenp6c64fPnz/DyckJDMMgJiYGQUFBmDVrFpd/165daNGiBezt7Qs8VIkIOTk5nFBkZmYWuZ+bm4uJEydWuTAAhbuVJGMOmbmZ1WZAmqfq4MWhGhAUFIQ///wTHTp0wO3bt2FsLL+fQVNTUyQkJMDd3R22trbo168fLl68WOmBgsqL8PBwJCcnl/tbpZGREYgIR44cwZkzZ5CVlYUHDx4gMjISV65cgZOTE5SUlPDs2TMA4vv64MED1KpVq8gyGYaBqqqqTG7aBw4cWF6XUmYKdSsJM7gxh8oSh/LqVuIpf3hxqCbMnTsXmZmZ6NixI27evAlDQ0O5y9DX18fVq1fRtm1b2Nvbo2fPnpzX1a8NyfTVihpkHjJkSKkdIn4rSOtWkow5qCiqVIoNfMuh+vLtzRH8ivH09ES3bt3QuXNnJCUllaoMY2NjeHt7IzIyEnXr1kXXrl25AdCviezs7GoV/vVbRNpUVg1lDYjYyputxLccqi+8OFQjGIbBn3/+iVatWqFbt25ITU0tVTnm5ua4fv06QkJCULduXXTq1KlSIsmVJ1lZWVBT4338VyTSprJK1jnwYw48vDhUMxiGwYYNG+Di4oIePXogPT29VOVYW1vj2rVrCAoKgoODAzp27IhPnz6Vs7UVBy8OFc/YsWMLrK6/9eEWPqV8QsDnAIQlh1WKDXzLofrCi0M1hGEY/P333+jUqVOZ3AI4ODjAy8sLL168QO3atdGhQwdERUWVo6XFk52djb59+4JhGKirq8Pc3BzHjh3DixcvSrwuXhwqHiMjI5iYmBQ4FpIQAq93XghJrJyWJt9yqL7wA9LVFAUFBfz+++9lLsfFxQVnz55F79694eLigo4dO+LWrVsQCAQAxDNWWJaVaxFXSWzatAlTp07lPhsbG6Nu3boICQnB0aNHERwcjNDQUJiZmSE0NBQNGjRAu3btEBAQACUlJbi5uWH79u2IiorC7NmzsWbNGkyZMgXv37/HhQsXMHDgQG6K6PXr1wEAPXr0gLa2NrKysnDmzBn8888/sLOzg52dHUxNTb+q1dNVRWOzxjBQN4CLiQuWupc92qAs8C2H6gsvDt8BzZs3x7FjxzBw4EA4OztLnSqro6MDDQ0NREdHAwD69esHMzMzBAUFoUOHDhg5ciRMTU1L9HN04MABThg8PDywf/9+qS2A3NxcvH//Htu3b4e+vj40NDTg6+uL7OxsiEQi1KlTB1FRUdDVFUcJ27x5M5YvXw6GYTBgwACoq6tDQ0MDY8aM4RagpaamIiQkBIGBgbh37x727NmDd+/e4fPnzwCA3r17w9raGlevXsUvv/wCbW1tqKqqIioqCizLonnz5tDS0oKmpia3ZkJDQ+Ob9O0kDUeBIw69PITnMc/hZOJUKXXyLYfqC/MtOKhq3Lgx+fn5VbUZ1Z5Lly5h1KhRiI0Vxwreu3cv+vTpAw0NDWRmZiIjIwPv3r1DZmYmUlNTERERgdWrVyMtLY2bPXXp0iV07dpV6pv469ev4eTkhJEjR+Kff8oeLEaCo6MjXr16BWNjY7Ro0QK6urrQ1dXF48ePERAQUGBc5vDhw2jQoAG0tbWhra0NLS0t+Pr64saNG9DT00NGRgZmzZqFdu3a4eHDh8jOzi5Un42NDdLS0pCWlsZFbJOIhZaWFj5//ozo6Gi0adMGQqEQQqEQjx8/5vLXqVMHrVq1goaGBidikpXSGhoaUFJSwr179zBo0KACbj4kfyUrqiub3od74/yb8wAAWlTxzwWRSAQlJSWIRKLvRoCrGwzDPCGixlLP8eLwfbFu3TrMnDkTgHjQ2sfHh+tiKg6WZbF//37OWdxff/2FiRMnciKRkpICXV1dGBoaIi4urlxtlgQrEggESE9PR3JyMpKTk3H48GEoKirC1tYWEydO5FaE29vbIzU1FampqaWKJDZo0CAcPXoUgPi6MzIyOLFIS0tDdHQ0fH190bp1aygrK0NJSQnx8fFIT0/H48ePYWJiAl1dXU5wv/z7+fNnXLx4ER06dCjg5kPyVxLAqWbNmhAIBFBVVcWDBw8wf/58pKSkwMTEBK1bt4a+vj4UFRVhZGQEQ0PDMrs2736wO7zeiV3JV4Y4REREwMLCgvegWoXw4sBTAEk/fs2aNZGRkYEbN27AyUm2boScnBzMnj0bmzZtknpeKBSW6/hFWcnMzISioiJUVFRw5coVPHr0CNbW1ujevbvUGMhjxozBnj17qvQ6iAhpaWmIi4tDbGwsPn78iP3796NJkyZYv349EhMT0bp1ayQmJuLly5cAxGNUEi+21tbW0NbWhkgkQmBgIDw8PAp0leXfj42NRVZWFqytrbHz7U48VX+KLDarUsTh8ePH+OWXX8D/dqsOXhx4CuHh4YGTJ09ynz9//ixTC0ICEWHz5s2IiYnB/fv30bNnT0ybNu2rD8yTnp4OLS0tREVFoUaNGlVtjswQETIyMhAWFgYVFRWkpqYiLi4OV65cQdOmTZGenl6g9SP5fPr0acTHx0NHRwcpfVMAm7wCPQELCwsYGBhw3Wjjxo2DgYEBiAgBAQEYNmwY7t69i549e6JmzZpQUVGBQCCAtrY2lJWVS5wEcPToUZw4cQLHjx+v8PvzJVFRUXj9+jUCAwPx8uVLfPz4ERcvXvzuJi7w4sAjFQsLC0RERGDChAl4+PAhbty4Ue6+jL42+vbti/Pnz0MoFH53D4pV91fhWdQzXHx7ESFjQ5CZmYmEhAS8ffsWd+/ehaOjI+Lj4/H06VOcPHkSQ4cOxeHDh+Hg4ABFRUUEBgYCELs+YVm2UEtGS0sLb9++5ca8JMycORMWFhawtLTk/pqYmJRbyy0tLQ1+fn54/PgxfHx8cOrUKQDiwFuOjo5QVVXFrVu3cPv27e/u+1+cOHzdr3k8ZeL9+/dQUVHBxYsX0bNnT3Tu3Bne3t7fbQCUT58+4ezZs9i8efN3JwyA2LeSkYYRUnNSuVZkzZo10aBBgyIdBh46dEjqcaFQyHWNMQzDjQG9e/cOT58+xZYtW7i0ampqCAkJwe3bt/Hp0yeEh4cjISEBpqamhUSDiKCnpwdXV1fo6OhAXV0dqqqqYBiGEzM/Pz+8ffsWkZGR8PHxQWhoKJydndGsWTN4eHhg+fLlsLa2xoULF7g4KvPnzy/nu/n1w7ccvlNyc3OhovKfczVVVVUMHz4cAQEBuHbtGnR0dIrMm5qaiqFDh8LW1ha1a9dGeHg45s6dC319/cowvUJgWRYdO3ZEhw4dsGDBgqo2p0qo/3d9mOuY42rI1Qodc8gvvLVq1cKHDx+grKyMK1euoE2bNlBUVER2djYiIyMRHh7OCcanT584Ualfvz6Sk5O5Vf/a2toF3M1oa2vjjz/+QLNmzeDs7AyGYfDixQs8fPgQf/75JyIiItC2bVu0aNECM2bMkDr+9D3AdyvxFCIjIwOampp4/vw51q9fj71798LExAS9evXCq1evcOXKlUKLk4gItWrVQliY2LVCu3btkJ6eDl9fX2hpacHS0hItWrRAvXr1ULNmTXTo0AF6enpfxVt4kyZNkJCQgDdv3lSrAfXKxGGLA2wNbHHn4x2kziudX6+SuHTpEnr06IH3799zbtAfP36MvXv34tGjR4iOjoa9vT1atWoFZ2dnqKio4P79+2jatCkXc5uIuC3/54sXL8LFxQVJSUmIiYnhtrt37wIQT4l2c3NDvXr1UK9ePXTp0qVCrvFrgu9W4imEsrIyAGDkyJF48uQJsrOzcfjwYYSHh8POzg49evTApUuXuAVKOTk5XMyCgIAA1K9fv0B5QqEQAQEBePDgAdavX4+QkBBoa2uDiFCzZk3UrFkTpqamOH78OA4ePAgnJydYWVlVi/ntt2/fhp+fH27duvXdCgMAdLfrDk1lTdwPu19hdTx9+hQACsTHaNq0KZo2bQpAHEK1b9++WL9+Pbp3746cnBycO3cODRs2LLDSnWEYbpN8Pnv2LDw8PGBvbw97e3u0bt0aJiYmMDAwgI6OTrExOXgKw4vDd4ivry/3Y5w9ezYUFBSwf/9+5OTk4OTJk+jRowcsLS3Ru3dvXLhwAerq6lyfc3R0tNQxCSUlJTRs2BANGzbEpEmTuOPJyckICwtDWFgYXr16hbS0NGzbtg0vXrxASkoKN23z4cOHaNasWaW3Mh49eoR27drBy8sLbdu2rdS6qxsKjAJy2dwKjR+dkpJS7HkHB4ev0sX8N0n+JtrXurm6uhKP7PTu3ZsAUEJCQoHjubm51KtXLwJAAGjAgAHUuXNnSkpKIktLSzp//ny52hEfH0+HDh2i1q1bk729Penr6xMA+vfff+nx48eUnJxcrvV9SWxsLNna2lLfvn0rtJ6vhVlXZtHoM6MJnqiwOi5evEgWFhYVVj6PfADwoyKeq1XfpuepdA4dOoQ+ffqgbdu23PgBIH77P3nyJNq3bw9AvIBMW1sbenp6+PTpE3r27FmudhgYGGDo0KG4c+cOgoODcfToUVhaWsLLywvjx4/nZqswDIOffvqpXF1yJCUlQSAQoFu3bjh9+nS5lfs1o8AoQENZo0Lr0NHR4YM4fS0UpRpf08a3HOSHZVlau3YtAaBLly4VOJeVlcW1HvJvubm5lWqjSCSiDx8+0OzZs7nWTpMmTWjfvn2UmZlZprInTZpEAEgkEpWTtV8/dTbXIZuNNhXacnjw4AE1a9aswsrnkQ+UR8uBYRhFhmGeMQxzIe9zA4ZhHjEM488wjB/DME2LyKfHMMwJhmGCGYYJYhjG7YvzsxiGIYZhjPIdm8cwzDuGYV4zDMNPKagAGIbhFvyoqqoWOKeqqoqYmBjus6urK7p27YqRI0dCJBJVmo0KCgqwsrLCqlWrcPbsWQiFQixcuBCHDh2ClZUV5s+fX6oARidPnsSlS5eQmJhYLQbEqwsWOhYw1izssVfCkydPsGTJEkRHR5faH5JkIRrPV0BRqvHlBmAGgEMALuR9vgqgW95+dwC3isi3D8DYvH0VAHr5zlkCuALgIwCjvGP1ADwHoArAGkAIAMXibONbDvKxcuVKatWqFQGg2bNnS20RACADAwPy9fUlJycnmjp1Krm7u9NPP/1ULd62X79+Tb/++ivXqpk8eTL9+++/5O/vT0KhsMh89+7dIy0tLfLx8alEa78OOv7bkfoe6UuqS1WJiCguLo5Gjx5NAMjU1JS717q6ugSAateuTfv27ZO5/OTkZK4MnuoBytpyYBjGAkAPADvz6woAyUopXQCRUvLpAGgDYFeeEOUQUVK+JOsBzMkrS0IfAEeIKJuI3gN4B0Bqq4RHNogI4eHh+OWXX+Dm5obffvsNDRs2RGZmJlatWiXVH9LEiRMhEonQuHFj3LhxA7du3ULdunURFBSEqVOnlvrNsbywt7fHxo0bERUVhUuXLsHKygrnz59HgwYNoKSkBIZhMGvWLAiFQi4PEaFVq1awtLTkZmvx/Men5E+ITIlEtigbjCIDIyMjBAcH45dffsHDhw/BsiyICImJiXj+/DkaNWqEkSNHYsyYMVwckOKQxObI3yrlqcYUpRr5NwAnALgCaIf/Wg51AYQB+AQgAoCVlHwNADwGsBfAM4jFRTPvXG8AG/P2P+C/lsMWAMPzlbELgIeUsscD8APgV7NmzYoU16+K3377jfr370/m5uYFxguMjIwIAP39998yjR1I3vIePnxIROK3yIYNG9K4cePI1dWVZs+eTSzLVvTllIqYmBhasGABd+07d+6krKws6tatGwEotmXxPbPy3kqadWUWwRN04MgBCgkJKTFPcnIyzZ49mwCQiYkJzZw5k7y8vOjly5f07NkzCggIIC8vLzIwMCAAFBYWVglXwiMrKKblIIsw9ATwd95+fnHYBGBA3v4gAN5S8jYGIATQLO/zRgBLAWgA8AGgS4XF4S8p4jCgOBv5biUxGRkZBIBat25NS5cupdWrV9OjR4/o2bNnpSoPed1OEuLj48nV1ZVGjhxJTk5OtGjRovIxvIJgWZZOnjxJXbp0IUVFRQJA//vf/6rarGpL+33tCZ4geIJSslLkynvu3DmaOHEiASAdHR2qV69eoQkNW7ZsqSDLeUpLWcXhDwDheQ/waAAZAA4ASMZ/7jcYAClS8tYA8CHf59YALgJwAvA5r8wPeQISlpd+HoB5+fJcAeBWnI28OIg5depUufbnAqC//vqrwLGEhARq0qQJDRkyhOrUqUN//vmnXGW+e/eu3OyTh4MHD3ItqGbNmlGrVq3o4cOH1WL8pLqw4eEGare3HTGeDAlFfOvqe6A4cShxzIGI5hGRBRHVAjAEwA0iGg7xGINkSWl7AG+l5I0G8IlhmDp5hzoAeEVEAURkTES18soNB9AoL/05AEMYhlFlGMYagB3EXVM8JRAREVHIrUVpiYwUDyH99NNPBY7r6+vj6tWreP/+PerVq4cdO3YUGfjnS7Kzs9GpU6cq8d//ww8/gIgQGRkJT09P3Lt3D/3794eioiIYhkH79u3Rq1cvbobUunXrMHv2bAQFBVW6rVVFSnYKbn24BQJBgeFncX3vlMV9xjgAGxmGUQKQBfEYABiGMQOwk4i656WbAuAgwzAqAEIBjC6uUCIKZBjmGIBXELcoJhFR5c2f/IqZMmUKhg4dWi5lSTxcfjnNFQD09PRw5coVdO3aFQ4ODlizZg3U1dUxbty4YstUVVXFiRMn0KVLF9SuXRsNGzYsF1vlQVlZGV27duUG1J88eYL3799DX18f6enpqFevHuLi4vDx40ds2rQJa9as4fJOnz4dFhYWsLCwgLm5OSwsLGBqalrAu+3XjKm2KbcvZIVQVlSuQmt4qhreK+s3hKqqKrZs2VLiQ1oWtm3bhokTJyIzM7PIYPcpKSno1q0b0tPTERMTg9WrV2P48OElln3s2DHMnj2bi7dcnWFZlgszumzZMkRERCA8PBzh4eGIiIhATEwMcnNzAQAdO3aEkZERjIyMIBAIEBkZCW1tbbRq1QqBgYFo2bIlLCwsoK+vD11d3Wrn5O/Oxzv4343/4W7YXcTPiYeB+vcV+OZ7hPfK+p1gY2MDNze3khPKwA8//IClS5di6NChOH78uNTprjo6Orh8+TIX+2HWrFlQVVUtMjCMhEGDBiEgIAADBgzAjRs3qvWbd05ODgBg+/btGDVqVKHzQqEQgYGBiIuLA8uyiI2NRVxcHOLi4nDhwgXExMTg9evXOH/+PAwMDKCrq4vExESkpqZCS0sLycnJqF+/Plq0aIHatWtDQUEBZmZmUFNTQ2BgILS0tLBw4UIYGhpiwIAB0NXVhZ+fH3r16oUxY8aU6yK+N/FvcDdM7N46W5hdbuXyfJ3wLYdvCF1dXXz48KHcgu7k5OSgU6dOuHPnDliWLdJjamJiInr06AFFRUW8efMGu3btKtEPE8uyGDBgAAwNDfHPP/+AYRiwLIvnz5/jxo0bmDVrFpo2bYq0tDS8evUKgFiw0tLS0KpVK0ybNo1zO16R/PLLL9i6dWu5r+sQiURISUnBs2fPkJOTg9DQULx79w7r168HAGhqaiI9PR2TJ09GfHw8atSoAVNTU6SkpGDz5s1ITk6GqakphEIhDh06hI4dO5bZpmdRz9BmbxsoKSgh9NdQ6KuLv0erVq3Cb7/9BkDcLffmzRve/fU3QnEtB5lXSFfnjZ+tRBQREUEAyn3tQUhICAGgCRMmFJsuKSmJGjduTK1atSKBQEBXr14tsezU1FSqX78+NWjQgKysrAgA2dvb08SJE2nMmDHk7e1NAQEBFBQURPfv36d9+/aRg4MDASA9PT3S1NSkDRs2FFn+uXPnCABdv3691H6hANCwYcNKlbeiCQ4OJkNDQwJAdnZ2ZZ55FZYURmZrzchgpQHFpcfRo0ePSF1dnZuKOmLEiAJTU9++fVtOV8JTVaAsU1m/ho0XB6KwsLByd453+vRpMjc3JxUVFfr06VOJ6ePj46lBgwbUsmVLMjIyotu3bxeZVigU0okTJ0hNTY0A0JQpU+jx48cy2xYZGUk9evQgAPTzzz9TYmJiIVt0dHSodu3a1KRJEzI0NKS7d+/KXD4R0a5duwgAZWdny5WvsgkICCA7Ozvq3bt3qd2c+/v7E7TArXOAwX8icOLEiQJpExISaNy4cWRoaEgaGhr06NGjarsgkqd4eHH4TgBAt27dKnM5UVFR5OHhQfb29sU+4KURGxtL9evXp5YtW5JAIOBWWOdH4g22WbNmdOrUqTKtWE5MTKSff/6ZzMzM6NixY8SyLOXk5FD79u1pxowZXLqPHz9SSop8C7skD8evgezsbJowYQIBoKZNm9Ly5csLvOVPmTKFNmzYQBcuXKDg4GDKysoqkP/mzZsE9f/EYdWuVRQcHFxsnR8/fiQAVLNmTQJArq6u1LlzZxowYADt2LGD9u3bR0eOHKFx48bRnTt36M6dO5Senl6Rt4FHTooTB37M4RuCYRiMHTu21HEPiAh79uzB3LlzMW7cOPz+++9FzlQqjs+fP6Ndu3bQ19fHu3fv4OXlhUaNGiEiIgK1atWCgYEBJk6ciEWLFpVb5Lf79+9j/PjxsLa2xosXL1C/fn2cP3++1DOCoqKiUK9ePbx58wYCgaBcbKwMOnXqBG9vb0yaNAlJSUmwsbGBsrIytLS0EBISgnfv3iEkJARhYWHcYDuHFlDDswYEGgIc6H8AzibOMtVJRDh9+jRYlsX27dsREBCAnj17Ijs7G9nZ2Th+/DgaN24MyW+0f//+EIlEmD9/Ppo0afJVxBj/ViluzIEXh2+Iy5cvw9PTE48ePZI7b0hICMaPH4+UlBTs3LkTLi4uZbIlKioKbdu2hZGREd6/f1/AMVtCQkK5DZrnRxLnGgDOnz9fpuBEzZo1g729Pfbv319e5lUrcnNzce/ePcTGxkJJSQl9+/ZFWEoY2u5ti7DkMKztvBYz3GaUe71RUVHw9vbGiBEjoKioyLmAHz16NAQCAYRCIaKjozF16lTY29tLDUnLU37wA9LfCbm5uQWc5cmaZ9WqVWRoaEhr166VOmZR2oHOT58+ka2tLde14ezsXKpyZCU7O5sA0KBBg0ggEBTqK5eVz58/EwDy9vaWO29CQgKlpqaWqt6qJjg2mOw22ZH1Bmu6EXqjwutjWZauXr1Ka9asoX/++YdWrFhBXbp0IQDUsGFD0tLS4r47v/zyC/399990584dio+PL7bcnJwcunfvHp09e5Z69OhB2traNHPmTFJWVqYPHz5U+HV9TYAfc/h+kMRhlsWH0bFjxwgAdezYsUgPnKdPn6Z+/fqVelwgNDSU+4FbWFhU6AyXvXv3Ups2bYiI6OnTp1z/u7ziNn36dJo0aZJceebPn1+gj9/W1pY2bNhAOTk5cpVTlbyIfkH1/65PTXY0IZ/wqo93wbIsvXjxgo4cOUIbNmygsWPHUvPmzbl7bG1tTfXr1ycA5Obmxh1XVlYm5EUN7NWrF/Xu3ZsWLVpU4P/j7u7O5WnevDl5eXlRZGTkdzewzovDd8bff/9NpqamJc7+GTx4MAkEgmJ/ENnZ2eTu7k5Tp04ttT0vXrwgCwsLatWqFdWsWZPev39f6rKKQiQSUb169QpMob19+zY5OjpSx44dKSoqSqZywsLCyMDAQOb0RER+fn4EgGbNmkUJCQkUHBxMzs7O3INIRUWFVq5cSZcuXap0sWBZlpYuXSrTQ+9B2AOqs7kOOf3tRE8in1SCdaVDJBLR58+f6d27d/TgwQOaNm0a3bt3j/NAXNyLzIcPH2jPnj0F/j9169al9u3bk6GhIRkZGVGHDh1oxowZNGbMGLpz58437eKdF4fvkDNnzpCRkRFdvHix0DmWZcnT05P7cXz8+LHYshITE0lJSalMM3devXpFpqam1LZtW7K2ti53v/6HDx+mhg0bFnoI5ubm0syZMwkA/fTTTyVO9dTR0aFffvlFrrpdXFyKvDd3796lpUuXUo0aNQgAqaqqEgBycnKiKVOm0Pr16+ns2bMUEBBQYndJaUhOTiYtLS2Z0q59sJabrXToxaFyt6W6w7IshYeH06VLl+iPP/4gAMQwDGlpaVGrVq1o2rRpNHHiRHr58mVVm1pu8OLwnfLgwQMyMTGhXbt2ccdOnDhRyM8+APL39y+ynLlz53Lpli1bVuqmt7+/P5mYmFCHDh2odu3aFBERUapy8sOyLB0+fJgA0Lhx46SmWbduHQGgIUOGkKGhIc2ZM4cCAwMLpQsODiYAFBoaKpcNPXr0oJMnT8qUNjMzk44cOULHjx+ndevW0eTJk6lHjx5Ut25d7h63adOGfv31V3r69Klcdkjj48ePZGFhIVPaU69OUY+DPUh1qSql5/BTTiUkJibS9evXadWqVdz/qGnTprRs2TJ68eLFV90VxYvDd0xwcDBZW1tTs2bNqFatWgSA/vnnnwLdGytXriRTU1N68eJFgbwpKSk0ZswYAkAHDx6kyMhIcnZ2pqFDh5a6qe3j40MCgYA6depEderUoejo6DJdX36BkzaY/unTJ9LW1qaAgAAiEseTkMTP7tKlC+3atYt7Yx80aBD98ccfctXPsiwZGRlReHh4ma6DSDyQeujQIdq4cSN3TTVr1qSdO3eWnFeYQ1m5WfQxqWAr8OjRozK3+BbdXES2G22p1oZapbL/eyE7O5u8vb3p119/JSsrK6pVq1a5CHlVwIvDd0xubi79+eefhLwIcUUtQjpy5AiZmJhwX/ItW7aQtbU1jRkzpkBXTGJiIgEgKyurUq/GvnPnDgkEAurcuTM5OjrS58+fC6VhWZaio6Np2LBhdOnSJXry5Ekh2yWuPYKCgoqsq3HjxlIfjikpKXT06FEaMGAA6ejocA9jecXq+vXrFbZQLiEhocBA6/Tp0+np06cF7jvLsrTNd9t/K5vztqY7mtKjR4/kWshnvcGay88jG5JB8691hhovDt8xkydPJgCFWgXSOHnyZIE38aLCOqakpHArYb9caSsrV69e5QTCxcWlQH/72bNnuYFcAFS7dm3OpoMHD3IPRw8PD1q6dGmx9bi7u9Pp06eLTZOamsqVr6urSz/88ANdunRJJvE7fvw4GRkZlXzBZSA7O5t69uxJjo6OhboDXVe7EjxBXm+9SMSKKDM3k3Y93SV+yA8Cqampydzt0fHfjuS63ZUmX5xcodfDU33gxeE7RldXl4YPHy5zemtrawJAN2/eLDZdVlYW9evXj7p27Vpqlwjnzp0jExMT6tKlC7m6unJvuoqKirR27doCXVcsy9LFixcJAGlra3MDhsXVLRKJqE+fPpSWllasHc+fP6caNWpQRkYGff78mbZs2UJubm5kbGxMU6ZMIR8fnyIfsBs2bJB72mtZSUpKopMnT4pjNnuCemzrUShNx90d5WoBiFgR6f6hS813NqfjgcfL01yeagwvDt8xpqam1L17d7nyeHl5kUAgKNGvUm5uLv3444/UunVrSk5OLpWDuqNHj5KpqWmBt+HiunYSEhK4bqAlS5bIXZ80Bg0aRKtWrSp0/O3bt7R48WKys7MjOzs7Wrx4sXj9yIoV4p+OggIRQP6tWxOVo8NDeYAnaNntZYWOa63Qkksczr8+z3UpvYyRfzaOSCSimJgYunz5Ml27do3Cw8MpISHhqx6s/R7gxeE75v379wSA3rx5I1e+a9eukZGREV2/fr3YdCKRiIYPH8492Hfv3i23jfkXNrVq1arE/luJN9bLly/LXdeXvHr1igQCQbF1sixLPj4+NGXKFHIyMCACSNi2LdHeveKfEEBkZkbUvz+RnJ5fy8pfj/8ieOK/RWsiEV19d5V70EelyrZeY8mtJVweESvbosHQ0FAyNzeXOvstv+B7eHhQvXr16O7du2V2K85TvvDi8J3TqFEjsrGxKeTWuiRu3bpFAoGArly5Umw6lmVpzpw5dPr0aTI2NqZTp04VSvPhwweaP39+kZ5RN2zYQJaWluTu7k7u7u5FdheJRCJuwRkAub3GfgkAmjxZ9j721KAgIoCyXFyI8s93f/mSSE1N/JOqRBcNIlZEdpvsCJ4gpd9Bj81AtaeArDdY06Kbi0jlf6Drb6+VWI5EGMafGy9TvW/evOEe/seOHaNJkybRb7/9ViANy7L09u1b2r9/P7eiWZJn8+bNdPz48a92IPdbgReH7xyWZWnq1KnUokWLEvvfv+TevXskEAjowoULMqV/8uRJoRkyknUGAMjY2LjIQezNmzdTzZo1qVatWtS5c2fKzMwslEYyNZNlWXJ1dSUFBQWKiYmR65okBAYGyrQIMD8LFy6kZZLWAkDUogXRsmVE9+9TyoIFRABd27Wr0mNAfEz6SGeDz9Lrxb+SqIELkeTeAXTGUpF+++03evbsmdRunpSsFIInyGajDZ0NPltiXSzLEgAaMGAAd+z06dMydV8+evSIZsyYQT/99FOh1obE9YvEv1K7du1o2rRptHXrVpnvA4988OLAQyKRiEaMGEFdu3aV+8H16NEjMjY2pjNnzhSbjmVZOnLkCPdj79GjB3Xs2JFMTU1p5syZlJWVRQMGDKAOHTpIbUG8fv26QPdSz549C9jKsiw1bty4wIIzyern0iyo69evH61evVrm9NnZ2WRlZUX37t0TH8jIILpyhWjqVE4sQpycqFWrVmRgYECjR4+my5cvV67LDJb9T7jytshJk2ju3LlUq1YtcnBwIE9PzwKxGiacn0DwBGmt0KK07JJfHp4/f04ACoj8u3fvyNLSUm5zhUIhPXz4kC5evEjnz5+nFStW0KVLl2jWrFnk6enJRf6rW7duqRwh8hQPLw48RCQeQO7duzcNHjxY7kVsfn5+ZGJiQseOHZN6Pjo6mvr3709169YlHx8fSkpK4qahZmRkcOmEQiGNHz+emjRpQrGxsUT0XxeFtrY2rVmzhubPn0+1a9cmNzc36t+/P/dwvXz5Mjk6Ohbot2ZZlszNzeVuFT169IjMzc0L2FYSW7dupS5duhSdIJ9dnz59onXr1lGzZs3IyMiIxo0bR97e3uUaqa9I3r79TxzytYpYlqVHjx7R1KlTydTUlBo0aEATV0wssD5CFhYsWFBo7YSkuy8yMrJcL4WIKC0tjRvbKG0rkUc6vDjwcGRmZpK7uzv9/PPPcs8k8ff3pxo1atDBgwe5Y5LWgomJCc2dO1dqV9CXsCxL8+bNIwcHB7p9+zbXWnj9+jWXZuHChVSnTh1q2rQpDRkyhHNHLm1WkUgk4haLyfKwl3SL/PXXXzJeufi+WVhYkI+P/N5K379/TytXriRXV1fuWr28vKp0cFYoFNL1G9cJniCDpQbU42AP2vRok0x5+/TpQ1OmTCl0XHJtZ86coQ8fPtCxY8fIy8uLAgIC6Pbt2/T69WtKSUkpdUtKsrKdp/zgxYGnACkpKdS4cWOaN2+e3HkDAgLIzMyM9u7dW6i1IC9r1qzhHihfCpVkkLtevXoFHqpFdYllZWVR7dq1yd3dvUQHdjdu3CjULVISRa20lgfJ6nIAVK9ePbKwsKDp06fTw4cPq2TK54aHG6jV7lYUmhBK8ASlZMkWRrWoQXxps5Yk1yrZ19TU5PZ//fVXWr9+vcxdgmlpaaWaecdTNLw48BQiNjaWHBwcpL6Jl0RQUBD3A5e1tVAUkjdNabAsS7/++msB98rFPUSFQiGXrjiBGDFihNzX3adPH7n9Ln3J4sWLaeTIkdznwMBAWrRoETk4OJCVlRXNnj2bfH19K0UoXse9JsOVhvQ2/i15vfUis7VmMue1sLAo5Jzw1atXBIhjKJTkcTc3N5cePXpUKM41ABo4cGCxY2IAaNMm2Vo4PCXDiwOPVD59+kRWVlYyOXb7EskMJHm6ZqShr68v1beSBJZl6eeffyYXFxdydnamX3/9tdiHZ25urnjlMKRHcvv8+TPp6elRXFyczDZKuqH8/PxkzvMlSUlJZGRkJPWtl2VZev78OS1YsICLnDdu3Djy8/OrEKHIys0ieIIW3VxERESNtjeSebxBMj6U367nz5+TsbExbd++vVT2sCxLt2/fpm3btnGtxB49etCuXbsK+PWKjo4mAPz013KEFweeInn9+jWZmpqWKqRmaGgo1apVi9avX1+qujMyMkhFRaXEB6BIJKJRo0ZR48aNydHRkWbPnl1iHklrY8SIEQXckTds2JDk/b6wLEtmZmYlrvcojmXLlsnkxoRlWfr3339p3rx5VLt2bbKxsaE5c+aUa4ti5pWZBE9Qrkg8OH42+Cw12t5Iprz79u0rJA5fTl0uK7///nuBrkQA1KJFCxo1ahQZGBiUWz08vDjwlMDBgwcJAA0bNkzuvB8/fiRbW1tauXKl3HklayJkQSgU0pAhQ6h58+bk4OBACxcuLDFPXFwc19+9ePFiio+PJwAFBtRlBQCpq6vLnY9IPMYjEAgKTB+VBZZl6dmzZzR//nyys7Mja2trmj17Nj1+/FhuocjIyaCFNxaS0hKlArOTtvluo+mXpxM8i++ykyCZGPDPP/9wxyRTTb/k06dPFBQURG/fvqV3796RSCSS2+60tDTavHkzJxIVGWb2e4QXBx6pZGRk0Pz588nIyIgaN25M+vr69ODBA7nLCQ8PJ3t7e7l9He3atUuuN86cnBzq168ftWzZkmrXrk0rVqyQKV9oaCgNGTKkTG+4jx8/JhUVlVJFa1uxYgUNHTq0VPVKYFmW/P39acGCBWRvb08WFhYEgK5du1biwLqkpZB/G39uPKktUysgFtdCSl5JTUS0e/duAsBNh46PjycTExPy8fGhu3fvEgAyNDQscoB6wIAB1KZNG5knMUgGon/++WeZ0vPIDi8OPIW4fPky2djY0KBBg7i56ZcuXSJjY2N6/vy53OVFRUVRvXr16H//+5/Mb4f79++X+6GZnZ1NPXr0oDZt2pC1tTWtW7dO5rxDhw4lANz6CnmRPNzkGYBPTU0lgUBAr169KlWd0mBZlu7fv08CgYCaNWtG6k3UuQe85nJN6ry/M/U81JN6HurJHV95r+iW3cekj1y6S28ulVi/pPXg5ORERAVdaQDiSHZXrlwpNLCclZVFjx49ogMHDhRI36tXr2K96w4ePJgA8H6ZKgBeHHg4oqKiaMiQIWRtbU1eXl6Fzh85coTMzMxK1Xz//PkzOTs7048//iiTQCxfvpzmzJkjdz2ZmZnUsWNHcnd3JwDUuHFjmfPOmDGDBg8eLHedROIZXgMHDiQA9PDhQ5nyrFy5stT1yUrAxwDqsqNLodaBZNviIz0ux5fU2VyH4AnKEZa8DuHChQuFWgTdu3eXq9tIKBTS6tWrqU6dOgSg0AJHIuJ8aMnrF4xHNspFHAAoAngG4ELe5wYAHgHwB+AHoGkR+fQAnAAQDCAIgFve8aUAXuTlvwrALO+4MoB9AALy0s8ryTZeHEpGJBLR1q1bycjIiObOnVvsm9qOHTuoVq1a9OnTJ7nriYuLIwDk4uJSopuOCRMmFBlQqCTS09OpQYMG3INJ1pkyGRkZBKDAlFJ5EIlEnMtwNzc3Onr0aJFpY2JiCJAt0FJ5Efg5sIAwTDg/Qea8IlZE8AQtuSVb96Cke6k0Lc0vkYiNoqIiPX78mIj+mxEn+cxT/pSXOMwAcCifOFwF0C1vvzuAW0Xk2wdgbN6+CgC9vH2dfGl+BbAtb/8HAEfy9jUAfABQqzjbeHEonufPn1Pz5s2pRYsWXCzlkli5ciXVrVu3VF0wycnJxDAMASADAwMaP348mZub0+7du+n333/nFj0BoA0bNshdvoTIyEjujdXCwkJmd+EnTpwgXV1dev/+fanrTkpKombNmhEAatiwIfXo0YNu375dQBDnzZtXrrN45GH8ufEET1BGjuzuQYiIuh/sLtO01vT0dLKysioxKJQ85OTkkJqaWoHWSHnF7OCRTpnFAYAFgOsA2ucThysABuftDwVwSEo+HQDvATAllD8PwNZ8ZZ0HoATAEMAbAAbF5efFoWgWLVpEAoGAduzYIXef7dy5c8nV1bXAXHNZycnJIQDUuXNn+vXXX0lDQ4NGjBhRqCti0aJFcpedn8TERGrQoAF5eHiQmZkZ7d+/X6Z8a9asITc3tzL7OhIKhXTt2jVOCCXXVaNGDW6/Z8+eBIA6duxYabNtLr65WKpY0CcCT8iUb+HChRXWXebv70/z5s2ja9dkGyDnKT3lIQ4nALgCaJdPHOoCCAPwCUAEACsp+RoAeAxgL8RdUjsBaOY7vzwv/0sAAvqvW+kIgFgA6QDGl2QfLw5Fc/78+WIjqxUHy7I0YcIEatu2rVwO6ojEEdsA0Llz5wqdy8nJoVOnThUQiUePHpXKRiLxWEfdunXpxx9/JFNTUzp8+HCJeUQiEXXu3Jn69etX6nqlkZaWRvv376d79+5Rhw4daMuWLXT27FmaPn06dezYkUxMTAgQu46oSLfez6Ofl0ocLr25RPAE7X9etMiGhISQoaFhqbodeaoXZRIHAD0B/J23n18cNgEYkLc/CIC3lLyNAQgBNMv7vBHAUinp5gFYnLffEsDBPJEwBvAagI2UPOMhHuvwq1mzZiXcxu8TyfqCnj17yu0w7ebNmwSAQkJCikyTlJREAoGA1NTU6OzZkmMJFEVERATZ2trS2LFjycTEhI4fLzkOssRF+N69e0tdr7wIhUJatmwZNW/enIyMjMjFxUVuD7mykJGTQW1HgrwvybeCvcfBHtx4xap7qyjwcyBt891G3iHe9CJaPHYCgEaNGlXuNvNUPmUVhz8AhOf1/UcDyABwAECypLsIAAMgRUreGgA+5PvcGsBFKemsALzM2/8LwI/5zu0GMKg4G/mWQ8WSk5NDPXr0oB9++EHurilJyyAhIaHYdPfv3+cGJEvLhw8fqGbNmjRp0iSZ4k8QicdjBAJBlXRhnDt3jgBx7ApZu5u6dOlCnTt3pmnTppXYJXa6qQ6N6PvfSuiS+Nf/X4InaNjJYVwM6qK2XT67KDWbd2PxtVPmbiX670Gdv+UQBKBd3n4HAE+KyHMXQJ28fU8Aq/P27fKlmQLgRN7+bwD25AmOJoBXAJyLs4sXh4pHMssHcg6wsixLM2bMoIYNG5boz+jt27fEMIxcAXi+5M2bN2RmZkYzZswgY2NjmSLY3b59mwQCQZl8J5UWkUjEzcqZOHFisVNBJX6XJLENRowYUXzZQ4fQD/3FD/OEjOLF+cLrC9yDv9uBbgRPcD6XBG0EhB4g98HutP/Kfhp7ZCx1O9CNdP7QIY9jHnQ88Dil5xQ9+42n+lJR4tAKwBMAzwH4AHDNO24G4FK+PA3yun9eADgDQD/v+EmIxxpeQDwAbZ53XAvAcQCBecIwuyS7eHGoHN6/f08AyMrKioKCgmTOJ3G/7eLiUuLsp7CwMAIgkx+ioggICCATExOaN28eCQQCunz5col5Tp8+TaampvTs2bNS11sWLl26RI0aNSIARbZiAJCysjK3X6JQa2tTqud87qHfZk8buvPhDqVlp1GuKJdeRL+gWVdmcefXPZC+oJBlWXJY7kDwFP/v7ezsqFOnTrT78G7a4beDOv7bkXT/0KUhJ4bQ7qe7KSkzqUz3gqfyKDdxqK4bLw6Vh+ShBICaNm0q86InlmVp/vz55OTkVGI0L0mffFnw8/MjgUBACxcuJCMjI5lCTE6aNIkA0IcPH8pUd2nJyckhPT09bnpsu3btaPny5TRs2LBCs7wA0L59+4ouLDlZ/PPes4cyczOL7SLqc7gPhSUV72b7WdQzav4T6PylDfT48WMyNjYmAGRvb08LFy6kM9fO0N+P/+bK/PHUj3T+9XnKFlZuLG0e+eDFgafcGDZsGFlYWFB0dDQ5OzvTlClTZB6HYFmWFi5cSPXq1aOoqKgi02VmZpZ5BhOReBzDyMiIli5dSkZGRnTr1q0S8/zxxx9kbW1NH/OF16xscnNzORcTs2fPpiVLllCfPn3o6tWrdOrUKbp06VKxbs6JiKh9eyKApnlNK7BSOiUrhXKEOZSVmyWfEzyRiAggj4Eg2422NM97Hj2NfEoPHz6kadOmEQDS0dEhT09Puul3kzY92kQtd7Ukg5UGNPrMaPJ66yXTymueyoUXB55yAxA7TiMSrzFo0aIFDRgwQK6oaosXL6Y6deoUGwEMEEcNKyve3t4kEAjojz/+IIFAQHfv3i0xz8aNG8nGxqZc/SFVKt7eRABZ/yoWhY2PNpa9zJ9/JgKIFQrpaeRTmnttLtlstCG7TXa04PoCehLxhO7du0fTpk3jnAK2aNGCbj65SeserKPmO5uT4UpDct/rTktuLZF5kJynYuHFgafcqFWrFp08eZL7LPGYqaioKNdMpuXLl5OdnR2Fh4dLPd+rVy9ydnYus71EYtcMxsbGtHr1ahIIBDL5RZIs2Ltx40a52FBZfPz4ke7V1KAnNUBqy9S46adlIjdX/Kj4wg8Wy7LkF+FHc67OoVobapH9Znv63/X/kX+kP23ZsoV69epFpqam5OLiQsuWLaNDlw5xzgCNVxvTLxd+odsfbpOI5R3qVRW8OPCUGwBo48aCb6KJiYnUsmXLEqO0fcnKlSvJ1tZWaljJrVu30vjx48tsr4Tjx4+TqakprVu3jgQCgUz+ek6ePEnKysoEoEi3I7OvziZ4gn679luVvQ3n5OSQl5cXWVpaEgBaOronvXnzpPwq2LGDqG1bomL+tyzL0uPwxzTryiyqub4mOWxxoIU3FtLzqOd069Yt6tixIwFiJ4mrVq2iG/43aPmd5eS81ZnM1prRNK9p9PBT1cTS/p7hxYGn3Ojfv7/UBWYSNxbyusNYu3YtWVtbFxoE3rZtG3Xt2rUsphZi3759ZGFhQRs2bCBjY2N6+vRpiXkCAgLIzMyMGwTu378/9erVi8aOHUurD68uMLBb87eatH37dnr27FmZ3XKUhEgkolWrVtHEiRM5193Lly+X2Und1q1b6ccffyQA1Lp1awLEAXwKraZPTSUyMyPy9ZXZNpZl6dGnRzTj8gyyWGdB9f6qR543PelF1Avy9vam8ePHk0AgIAA0bdo0uhFwgxbdXER1Ntch3T90CZ4gv4iKCZHKUxBeHHjKje7duxfpZjs6Oprs7Ozkdqa3ceNGAkBXr17ljkkeXOXN1q1bydramjZu3EgmJiYyexTNysoiLy8vOnLkCLVo0YK0tLTIaaQTwROkvVSb4AlquKIhjRgxgurWrcuJydq1a+nly5flYjvLsvTo0SOaPn06t9Zh6tSpxa5ALwqJfevXr6cLFy5Q//79acCAAQSAVFVV6erVq+JuQk9PojIEKhKxInoQ9oCmeU0j87XmBE9QrT9r0fPI5zR37lwaOXIkGRgYUOvWrcm9vTv9e+9fslxnSbYbbclmow3NvTaXnkY+5YWiguDFgafcsLGxKTZc5sePH6lmzZq0Z88eucp1c3MjAHTnzh0iIpo4caJcgXzkYe3atWRvb0+bNm2iGjVqlOnhPezkMIInyH6TfYFupaioKNqwYQPp6+tzvpRKOwPqw4cP3P1xcHCgRYsWUWBgYKltJiLq0aOHVPGNjY2lTZs2kbOzM9UyVKMEZYaiZIxdURLnzp8jNAG5bnYl87XmVHdLXfr9xu/kG+ZLp0+fJkAcirVNmzb0xx9/0H7v/dzAd+1NtWm+93zyj/LnhaIc4cWBp9z4+PEjASj2gRoUFEQGBgY0e/Zsucq+cuVKgXn8FRkWcvHixWRjY0NLly4lU1NTuRb15Sc3N5cUFBSKTfP+/XvOhbksC/KIxK2EO3fucPfCw8ODDh8+XG4PRgBkZ2dXbP3D5rvRaEeQvr4+tWjRgtavX19qZ3ssyxIAGjRoEBH916KYeWUmWa23IrtNdjTPex49eP+Azp49SzY2NgSA2rZtS3/99RddCbhSYOCbX2hXPhQnDhLfSF81jRs3Jj8/vwLHcnNzER4ejqysrCqy6tvl48ePAAArKyup59XU1PD48WMMGTIEV69eRadOnWQu+/Tp0xg9ejSSk5MBAJGRkTA1NS270V9ARDA0NERiYiJWrlyJTZs24ebNm7Czs5OrnMzMTBgYGCAzM7PEtFeuXEHXrl1hZWWF4OBgqKmpSU03c+ZM7NixAzVq1ECPHj2wcOFCGBgYyGVXcWRnZ8PMzAwvXryAubm51DTvEt6h+c7meD35NbSVtOHt7Y3jx4/j3LlzcHBwwMCBA+Hh4QELCwuZ6rx//z5atWqFnJwcKCsrFzhHRHgS9QQnXp3A8VfHQUTwqOeBXra9EP8iHseOHcPhw4cBANu2bUOdNnXQrm67Mt0DHjEMwzwhosZSTxalGl/TJq3lEBoaSrGxsXwTtALIzc0lX19fqW+RLMtSbGwshYaG0p07d8jIyIgePHhQqnqWL19OderUKXbBXFlgWZYWLVpEdnZ29Pvvv5OlpaXc/fdJSUmkra0tc/qQkBBycnIiAPTu3bsC53x9falFixYEgKZPn14h3lqJiM6ePUtt2rQpNs2QE0No6e2lhY5nZ2fTpUuXaNSoUWRgYEBubm60bt06Lg55UQAgLS2tEm1jWZaeRT2jBdcXkP1me6q5viZNvzydLgVcoj1799CgQYO41tQ///xD8fHxJZbJUzT4HruVXr16xQtDBZKYmEi+vr5Sp6GyLMstIPPy8iJjY2Py9/cvVT3Lli0jBweHEgUiLCys1CK0YcMGsrS0pGnTppGVlZVMs5gkxMbGkqGhoVz1sSxLv/zyCzegLBKJaPv27QSAbGxs5I6dIS9mZma0du3aIs8/jXxKNdbUKNHrqkQoRo8eLTUeeX4AUP369eWyk2VZCogJoEU3F5HjX45kttaMQhNCKS4ujubPn08eHh6ko6NDtWrVov79+1NKSopc5fN8x+LAU7GEh4eTr68vffjwoZAQ57//x44dI1NTU5lDlH7JkiVLqG7dulKDFqWmpnLeSiVbSd5fpbF3716qUaMG2dvblzimkp8XL14QgFK9iEi8sSLPT1WpY00nJordW8jAkydPSry+Lvu70Baf0sX2LgorK6syzz579flVoQVzqampNGfOHAJAurq6NGzYMLp8+XKFtbq+NXhx4KkwsrOzydfXl3x9fSkhIYF7SH55/+fOnUsAKC0trVT1LF68uJBAvHr1imrVqkUAyNvbm2JjY7mHbWnqOXXqFAkEAho1ahQZGxvL5Itp+PDhpX7ovX37lrNX7ofZx4/in++X2//+V+RiNYkwWFlZFVnsjdAbZLPRptwd5p08eZIAUGZmZrmWm5/Pnz/T5s2bqUmTJmRqakrbt2+vsLq+FXhxqAYsWrSo1HEK9uzZQ5MmTZJ6rjz8D5UVlmUpMTGRAgMDydfXlz5+/EgPHjygFy9e0OfPn7kFYQBo9+7dpa5n0aJFnNO+DRs2kJGREW3fvr3AW7tQKKRRo0ZRu3btSiUQ165dIyMjI5o5cyYJBAI6cuRIsenPnDlDbdu2lbuep0+fkpmZGW3fvp0OHz5coOXz+vXrojOyLFG/fkR6ekR9+xI9eSI+5u9P1L//fyIxdSpRvsh9o0ePJgB04sSJYopmqek/Tengi4NyX09JSGYrydu1VFqCgoKqJD7H1wYvDtWAb1kcJLAsS+Hh4RQWFkZeXl5kb29PhoaGBR58qqqqZapD4gFUIBAUGT1NKBTS6NGjqW3btqUSiAcPHpCxsTGNGTOGLC0tafXq1UV2G128eFHuldwXLlwgAHTgwAHy9vbm7s2qVasIEMds2Lt3b+E6ExKIBg0S/2yLCmIkFBJNmMCJROzCeVTTRKdkF99EdOrVKXLZ6lJhvo7u3r1LAPg3+moELw5VxLJly8je3p46dOhAQ4YM4cTh2bNn1KxZM3JycqK+fftyITTbtm1LvnluCmJjY7nm/549e6h3797UpUsXsre3J09PT66O/OKwatUqaty4MTk5OdHChQsL2SMUCmnkyJHk6OhI9evX5xaZvXv3jrp06UKNGjWiVq1acXP+R44cSVOmTCE3Nzeytrbm3GZERkZS69atycXFhRwdHbmFa/nJf/8zMzPp5cuX3ENQlvjORSF5A61Xr16xYwsikahMAvH48WNu8Vr9+vXJw8NDagztVq1acfPxu3btSo6OjrRv374ixeT69eskEAho165d5OnpKXXtg5+fHzVq1IjatWtHwcHB4oO3bxPVrEk0eTKRjAPWyceO0QFd0HK3/7yzFhWxLVeUS3W31KVLby7JVHZp6d+/f6nHaHjKH14cxDeh3Lfi8PPzo/r161N6ejolJyeTra0tJw5OTk5cf/bvv/9OU6dOJaLixaFGjRoUFxdHGRkZ5OjoyKWTiMOVK1do3LhxxLIsiUQi6tGjB92+fbuQTR07duQ+JyYmEhFR+/bt6c2bN0RE9OjRI3J3dycisTh4eHiQSCSiwMBAsrW1JSKiNWvW0LJly4hILDjSZokUJc7Pnj2TOTpbUbAsS7/99hs1bNiw2NjUIpGIZs2axV2bvAQHB5OlvSXZLbQjKIj/55IxDz8/vxK/H196nD1//jwJBAK6desWXb58mXR1demff/6RWndubi5t2LCBzA0MKEJRkUQCQdGtBSm8f/+e6tSpQ3PmzKH4tDhqvbs1td3TlnT/0KXBxwfTqVenKCPnP5HZ9XQXtd3TtsIf2iKRqMBiOJ6qhReHKmD9+vX0+++/c5+nT59Oq1evpqSkJLK0tOSOv3v3jho2bEhExYvDjz/+yOX5/fffaf369UT0nzjMnDmTrKysyMXFhVxcXMjW1pZ27txZwKaEhASysbGhyZMnk5eXF4lEIkpNTSU1NTUun4uLCzk4OBCRWBwOHDjA5ZfMU799+zbZ2trSokWLigyrWdz9v3fvHhkZGdG9e/eKTFMSktjUjRs35kSuIrj6/CrnWG/Q7//NsRcIBOTh4SE1jkV6ejqpqKhwLxAiVkT9tvQjI3Mj8vHxoa1bt5JAIKD79+8XX3loKGU6OhIBZA1xzOjU1OKnlxIR+fv7k7m5uVQfV5/TPtN2v+3Ufl970vtTj4adHEYHH+0kwyVa9CCsdFOB5WXx4sVlnrnEUz4UJw4KUlfG8ZQLDMPIlV5JSQksywJAoZXdX5b15Wciwrx58+Dv7w9/f3+8e/cOP/30U4E0+vr6eP78Odq1a4e//voLY8eOBcuy0NPT4/L5+/sjKCiIy6OqqlqgDgBo3bo17ty5A3Nzc/z444/4999/5brOli1b4sCBA+jXrx/8/f3lyiuBYRisWbMGLVq0QNeuXZGSklKqckqik3MnXB1+FQBwTPEY4AmgKfDixQscP368wP2RoKGhgWvXrgHGwELvhVBcoojTcaexePdisCyLiRMnYuPGjWjRokXRFY8fDzRpArUxYwCRCFsvX8anT5+gra2NFStWICMjQ2q2mzdvolOnTli3bh2mTp1a6LxAU4DxruNxfcR1BE8KRgvLFji+fizerkiD25xNwPHjQFpaaW6VzMybNw8AkJiYWKH18JQNXhwqiDZt2uD06dPIzMxEamoqzp8/DwDQ1dWFvr4+7t69CwDYv38/2rZtCwCoVasWnjx5AgA4ceJEgfKuXbuGhIQEZGZm4syZM2jZsmWB8126dMHu3buRlvfDjoiIwOfPnwukiYuLA8uyGDBgAJYuXYqnT59CR0cH1tbWOH78OACxADx//rzI68rMzMS1a9dgbGyMcePG4aeffsLTp0/lvj9dunTB33//je7du+PNmzdy5wfEArFhwwY0atQI3bp1Q2pqaqnKKY7o6Ghc3XaV++yi5gJ0B0y3m4JZzKD2ptrotL8Tfrv2G2LTY3H53WX8fuN3tL3ZFvgFWHp/KQAgaFIQYh/Gws3NDWfPnsXQoUOlV8iyQM2awD//AHv2ADNmAAoK6NKlC27cuIHz589jwYIF0NTUxNixYxEWFsZlPXr0KAYPHoyjR49i0KBBJV6biZYJfnT+EQ8bmyDs4WXA3R3YtQswMwN69wb++AN4/bpsN1AKysrKsLKy4sWhulNUk+Jr2qpjtxLRfwPSnTp1otGjR0sdkO7Tpw/Xbx4UFEROTk7k5uZGCxYsKNCtNHDgQOrevXuxA9IbNmyg+vXrU/369al58+aF3DP4+/tTw4YNue6jS5fEg4+hoaHUpUsXcnZ2prp169LixYuJSNytlH/wWFNTk3Jycmjx4sXk6OhIDRo0oFatWlFoaGiha5f1/u/atYtq1qxZppjNIpGIxo4dS61bty71OoovuXHjBteFNGXKFPr48SMtu72M4Ak6HXS6QByHL7e6W+qS2043cpzvSPAENejQgCvL0dGx+IrnzBH39hYTQpWIyMfHhytz/PjxZGxsTObm5jK7IJew9PZS+uHkDwUPJiYSHThA3LRYMzMiCwuiFSuInj0rNuhPSRx8cZC7T/XW1eMHpqsY8GMOPOUFy7Lk6+tb4o9anvu/bt06sre3p5iYmFLbJRKJaNSoUeTu7k7p6dJn5MhKt27dCACpqakVcvvx27XfuIfbh8QP3HGWZWnxrcXcOUnsAuiAm5GUnS3DwjKAaPBgmW0NDw/nRMLIyIj++ecfmcYliIgSMhLIaJURvY2XPiWYiIgyM4m2biUyN/9PLCSbnAP9QpGQuz8D9w4keIJOvjpZckaeCqM4ceC7lXjkQjLWERERgfT0dGRnZ3PjJKVl+vTpGDJkCLp06YKkpKRSlaGgoICdO3fC3Nwcffv2LbU33q1bt8LLywsXL15EZmYmXFxcCpx/HS/uZgn5NQRWelbccYZhsLDtQoT8GgIAiEiNwMuJL5ESLh4LadWqFVRUVGQzols3mZJlZmZi6tSpaNOmDT5//oy9e/fi4sWLsLS0xLhx4+Dj48ONE0lj9YPV6FunL2ob1C66EjU1YMIEIDxcLAksC1y4ID5nbw+sXy/bNQFgSfw9Gew4mPvO1NStKXN+nsqFFwceuZA8bKKjo/Hx40e8fv0az549w7Nnz/Dy5ctS9yN7enqidevW6NmzZ5GDrSWhqKiIPXv2wNDQEOrq6oiLi5MrPxFh3759mD9/Prp37y41zZngMwAAG30bqefzH3c0doS2tjYAyHdNeeM/xREXF4cOHTpAWVkZV69ehUAgQI8ePXD69GkEBQWhdu3aGD58OJydnbFx40YkJCQUyB+TFoPtT7bj97a/y24XADAM0KOHWChatxaPicg41qOsqIxFbRfhaOBRnAw7CZVXKlg/ez1WrlxZrIjxVBFFNSm+po3vVqpaWJal3NxcysjI4BaKleb+i0QiGjFiBPXu3btM9mRnZxfoavn555/pypUr9Pz5c/r8+bM4/KUUfvjhBwJQ5PlcUS7XLVIUqdmpBE/QjMsziOg/f0YyT7edOFHcZePtXWSSt2/fkp2dHc2dO7dIW4nE/5ebN2/SsGHDSFdXl4YOHUrXr18nkUhEU72m0q+XfpXNpuIAiEaMkCuLpEsyLCyMCwdrbW1NgwYNIu9irpun/AE/5sBT2ZT2/ufm5tKTJ0/KXD/LsjR+/Hhq3749KSkpUYcOHcjR0ZEMDQ1JWVmZeyA1a9aMAND8+fMJAP3yyy9Flpd/0Hn5neVS07nvdSd4gs4GnyUiIkVFRfnn9PfoIf5pqqgQfTGp4OHDh1SjRg3aunWrXEUmJCTQ5s2bydnZmRRqKhA8Qbef3C45Y0kYGRHZ25epCJZlORFt3Lhx2W3ikRleHHgqnep8/7Ozs+nBgwf08OFD2r17N7m7u9OSJUsIgNSgNSJWRCNPjyR4gnY/3c0JhMpSFTr/+jxdC7lGNdfXJOPVxgRPUKPtjajV7lbcYHGpWkK+vsQN/JqaEi1bRmdGjiQjQ0M6f/58qa+dZVlyWeNCCtMVCq3obtiwoUyeaAvQty+RQFBqeyRIQqJ++PChzGXxyE5x4vDNhgkNCgpC3bp1q8ginm/p/rfY1QIPwx9yn1UUVVBPUA/+0f5S009pOgWbH28GXgEKJxUgEopKX3lSEsjHB74LFqDpkyfIEgig9vPPwJAhgKOj3MVJwn++mfIG2kraCAgIwJUrV3Dt2jXcvHmTS7d79254eHhwYyZF0rQp4OsrlrFSQkRQUFCAoqIihEJhqcvhkZ/iwoQqVbYx3zOenp7Q0tJCSkoK2rRpg44dO5apPH9/f0RGRhY5eMpTdrof7M4Jw9iGY7G5+2aoKUmP/RyfEY+fzv0EXVVd8YF6QNimMKlpZSVDRQU/7d2LdwyD02FhsIiOBo4cAbp2BXR1xSIxeDAgY+zrRbcWYWqzqTBQF8ekbtSoERo1asStWk5NTcW6detw5swZjBkzBgBw6tQptG/fHrq6uoULHD8ecHYu9fWJRCIoKYkfQ5GRkYiPj8fZs2fRoUOHImOU81QSRTUpvqbta+lWKsltt7wBX4pz5V3VVMf7Ly+ScYbV91eXyo11WRd4hYWFUaNGjWjYsGGFQ4eKRER374q9tJqYEDVqRLRyJdH790WWFxATQCarTSglS7Zwmi9fvqQFCxZwkfa6du1K3bt3pzNnzlBSUpI40e7dRCNHynxNmZmZFBAQQJMmTaJ27doV6NbS1NQkPT09AkCbNm2SuUye0gO+W6nqWL58Of79919YWlpCIBDA1dUVL1++RM+ePeHh4YFatWphzJgxuHr1KiZPngwDAwMsWrQI2dnZsLW1xZ49e6ClpQVfX19MnToV6enpUFVVxbVr1+Dk5ITMzEyYm5tj3rx5GDx4cFVfLkd1uf9fK/fv38fAgQMxffp0zJo1q3g/XSIRcPu2uEVx6pS4FTF4MDBwIGBuziXrd7QfWtdsjRluM+S2JzIyEg8ePMDAgQOhr6/PTVmeaKmF1llZeDdlIZ4+fQpnZ2ckJyfDyMgIaWlpWLlyZYFyVFVVYW1tjeDgYO7Y6tWr4eDggDZt2kBHR0du23hKD9+tBIBZLJ8TPFmgRcUL65MnT3DkyBE8e/YMQqEQjRo1gqura6F0ampquHfvHuLi4tC/f394e3tDU1MTK1euxLp16zB37lzOZ06TJk2QkpICDQ0NLFmyBH5+ftiyZUu5XxtP1bFz507Mnz8f+/btQzdZFsQpKgLt24u3v/4CvL2Bo0eBxYvFXT5DhuCJWy34RvjiUP9DpbLJzMwMHh4ekLxM5ubmIigoCLt3zcG5UB/YZmfj8uXLePHiBUJDQwGIHRBKaNOmDdasWQMbGxs0bdoUAHD9+nW0b9++VPbwVDwyiwPDMIoA/ABEEFFPhmEaANgGQA2AEMAvRPRYSj49ADsB1Ie4+TiGiB4yDLMUQB8ALIDPAEYRUWReHmcA2wHo5J1vQkSlW/KaR0kP8org7t276NevH/cj6d27t9R0kjf+R48e4dWrV5xTvZycHLi5ueH169cwNTVFkyZNAIB/u/pGyc3NxYwZM3D16lXcvXsXderUkb8QZWXxCutu3YCsLODKFeDIEdSe/gvqDgLOvj6LPnX6QF1ZvUy2Kisrw9nZGW7jRuNkkA6WDVyGZcuWSU3bokUL3LlzB7q6ujAyMkLTpk3x+PFjGBoalskGnopFnhXSUwEE5fu8CsBiImoAYGHeZ2lsBHCZiBwAuOQrYzUROeflv5BXBhiGUQJwAMAEInIE0A5Arhx2VitkcdutqakJQDz+06lTJ8519qtXr7Br1y5x/5+c7r95vi5SU1PRpUsXhISEwMfHp3TC8CVqakCfPsDhw8gMC8GISTuw138vzNeZY+y5sbjz8Q7n0qK0KCooQkTFz8a6d+8eAKBOnTr4/fff4ePjwwvDV4BM4sAwjAWAHhC3ACQQxG/2AKALIFJKPh0AbQDsAgAiyiGipLz9/A74NfPKA4DOAF4Q0fO8dPFEJXz7qilFue0uiubNm+P+/ft49+4dALHLhTdv3sDBwQGRkZHw9fUFIH6QCIVCaGtrV4ibap7KR1NTEyNGjMD58+ehp6dX7uXXMLbBj83G4fLwy3j5y0s4GDlg0qVJsN1ki4U3F+Jt/NtSlZstzEZATECxaSRu6AFgyZIlpaqHp/KRteWwAcAciLt4JEwDsJphmE8A1gCYJyWfDYBYAHsYhnnGMMxOhmE0JScZhlmel38Y8loOAOwBEMMwVxiGecowzBxpBjEMM55hGD+GYfxiY2NlvIzKpVGjRhg8eDAaNGiAAQMGoHXr1sWmFwgE2Lt3L4YOHQpnZ2c0b94cwcHBUFFRwdGjRzFlyhS4uLigU6dOyMrKgru7O169eoUGDRrg6NGjlXRVPBWBgoICRo0aBUVFxQqvy0zbDLNazMKLCS9wevBppOWkofWe1nDb5YatvluRkJlQciF5rH24Fm8TiheWpk2bwtjYGN/C5JfviqKmMUk2AD0B/J233w7Ahbz9TQAG5O0PAuAtJW9jiMcjmuV93ghgqZR08yDuogKAWQDeAzACoAHgIYAOxdn4tUxl/Z7g7//XRa4oly6+uUiDjw8mnT90qP/R/nQm6AxlC6W7GWdZliacn0DwBCVkFB3H29vbmwDI7Eacp3JBMVNZZRmQbgmgN8Mw3SEefNZhGOYAgF4Qj0MAwHEU7HKSEA4gnIh88j6fADBXSrpDAC4CWJSX5zYRxQEAwzCXADQCcF0GW3l4eEqBkoISutt1R3e77kjKSsKJVyew9uFa9D3aFwCwo+cOWOhYQMgKcf7Nefzz9B8wYLCk3RLoq+sXWW6vXr0AAFpaWpVxGTzlSIndSkQ0j4gsiKgWgCEAbhDRcIjHGNrmJWsPoFDbkoiiAXxiGEYyutYBwCsAYBgm/5LO3gAkE5+vAHBmGEYjb3C6rSQPDw9PxaOnpoexjcbizug78Bvnh5aWLXH/0310P9QdvY/0RnJ2Mvo59INwobBEl9+SsLY8Xx9lWecwDsDGvAd4FoDxAMAwjBmAnUQk8ekwBcBBhmFUAIQCGJ13/M880WABfAQwAQCIKJFhmHUAfCEepL5ERBfLYCcPD08pcTVzxb0x4tlGe/vulSvvjRs3AEC2tRo81Q65xIGIbgG4lbd/D0ChFV0kXqvQPd9nf4jHHr5MN6CYeg5APJ2Vh4fnK2X48OEAIHsEPJ5qBR8JjoeHp9zJyMhAVFQU1ssRRpSnesGLAw8PT7kjcRMzderUElLyVFd4cahAWrRoIVf6W7duoWfPngCAc+fO4c8//yyzDUlJSfj777/LXA4Pj6y8efMGwcHBWLduHb+y/yuGF4cK5MGDB6XO27t3b8ydW3jWr7zBUHhx4KlMWJblXH9Mnz69iq3hKQu8OFQgkrndt27dQrt27eDh4QEHBwcMGzaMWy16+fJlODg4oFWrVjh16hSXd+/evZg8eTIAYNSoUZgxYwbc3d3x22+/ISQkBF27doWrqytat27NuT+OiYlBv3794OLiAhcXFzx48ABz585FSEgIGjRogNmzZ1fyHeD5nkhLS+NWeGdllclPJk814Ltx2Y2KaN7K4Q7g2bNnCAwMhJmZGVq2bIn79++jcePGGDduHG7cuIHatWsXG4/hzZs38Pb2hqKiIjp06IBt27bBzs4OPj4++OWXX3Djxg38+uuvaNu2LU6fPg2RSIS0tDT8+eefePnyJfz9/cvhgnl4pBMSEoLatWsDAN6+fQtVVdUqtoinrHw/4lDFfl2aNm0KCwsLAECDBg3w4cMHaGlpwdraGnZ5IR6HDx+OHTt2SM0/cOBAKCoqIi0tjQu6IiE7OxuAeF75v//+CwBQVFSErq4uF5SFh6eiSEtL44RBJBJBQYHvkPgW+H7EoYrJ/yaVP5C6rAN2ErfeLMtCT0+PbwnwVBsaNGgAQDwexgvDtwP/n6xCHBwc8P79e4SEhAAADh8+XGIeHR0dWFtb4/jx4wDEjhOfP38OAOjQoQO2bt0KQPwGl5KSwrv15qlQzp8/j5CQELx7965SPMryVB68OFQhampq2LFjB3r06IFWrVrByspKpnwHDx7Erl274OLiAkdHR5w9exYAsHHjRty8eRNOTk5wdXVFYGAgDA0N0bJlS9SvX58fkOYpd7Zt24aGDRvC1ta2qk3hKWcYquK++PKgcePG5OfnV+AYH+C+auHv//fByZMn0bp1axgbG1e1KTylgGGYJ0RUyL0RwI858PDwlIEBA4p0kcbzlcN3K/Hw8PDwFOKbFodvocvsa4S/7zw8Xz/frDioqakhPj6ef1BVMkSE+Ph4qKmpVbUpPDw8ZeCbHXOwsLBAeHg4YmNjq9qU7w41NTVuwR8PD8/XyTcrDsrKyrC2tq5qM3h4eHi+Sr7ZbiUeHh4entLDiwMPDw8PTyF4ceDh4eHhKcQ3sUKaYZhYAB9lSGoEIK6CzSkrX4ONAG9nefI12AjwdpYn1cVGKyISSDvxTYiDrDAM41fUUvHqwtdgI8DbWZ58DTYCvJ3lyddgI9+txMPDw8NTCF4ceHh4eHgK8b2Jg/Qwa9WLr8FGgLezPPkabAR4O8uTam/jdzXmwMPDw8MjG99by4GHh4eHRwZ4ceDh4eHhKcRXIw4Mw1gyDHOTYZgghmECGYaZKiVNO4ZhkhmG8c/bFuYdV2MY5jHDMM/z8i7Ol+dovvQfGIbxzztei2GYzHzntlW0nfnOKzIM84xhmAv5jhkwDHONYZi3eX/1852bxzDMO4ZhXjMM06UKbVzNMEwwwzAvGIY5zTCMXt7x6nYvPRmGiciXp3u+c3Ldywq2s9y+m2W1Ma/+gLzjfvmOl9v3soLtrFbfzWLsLNfvZpkgoq9iA2AKoFHevjaANwDqfZGmHYALUvIyALTy9pUB+ABoLiXdWgAL8/ZrAXhZmXbmOz8DwKH8aQCsAjA3b38ugJV5+/UAPAegCsAaQAgAxSqysTMApbz9lflsrG730hPALClp5b6XFWlneX43y2ojgA8AjKQcL7fvZQXbWa2+m8XYWa7fzbJsX03LgYiiiOhp3n4qgCAA5jLm/X97Zw8aRRDF8d8jivgVghJjNEi0jYWiCCIJlkEFxS8sFEFBI9qoIEQLRRAlNin8KlSIiEqaNEJMUqgImiaVKISIBj/QWKiFKEL0WeyEzO3FnNnbyW3g/WC52bmZx593/73ZmTluVVW/u9Pp7sjZiRcRAXYCd0ul0+moATYC12NvbQbaXLkN2OLV31PVX6r6BngFrCmFRlXtVtVhd9oLFPW/3QFz+S8mnMvJ0JmGN4vVOA6p+TKkzqx5MwGJ8lkMU2Zw8BGRWmAl0QwgzlqJlo86RaTO61PmpuWfgR5VjfetB4ZUdcCrW+qm+o9FpH4ydAKtwAngT6x9lap+hMiYwMgT3RcD77x275nYF1OaGn32AZ3eeZZyCXDELTHc9JZCisplIJ2QsjcTalSgW0T6ROSAVx/ElwF0+mTBm+PpDOLNCRNyWhLiAOYAfcDWMd4rZ3T5aAMwMEabCuAhsDxWfxU47p3PAOa78ir3wZSH1AlsAq7oGFNS4Fssxlf3ehnY7dXfALaVQqPX9xTQwehPpbOWyyqgjOjm6Bxws9hcBs5nat5MotGdL3KvC4iWNxpC+TKEzix5s0A+g3gzyREscBCx0XJQF3DsP9sPMva63mm8dT2ihx4NATXjxHoErA6pEzhPdEcwCHwCfgC3XZt+oNqVq4F+V24Gmr1YXcDaUmh07fYCz4BZWc1lrH0tbs05aS4D5zM1b6Z4/ZwZuX7S9mUonVnyZiGdaXsz6REscOpCo03lW0DrOG0WMnpHsAZ46/pVAhWufibwBNjk9WsEHsdiVeI2fIBlwAdgXkidsTbryb3bvUjuxl+LK9eRu1H1msIb0qE0NgIvgcqM57LaKx8lWstNlMuQOtP0ZjEagdnAXFc/G3gKNKbty8A6M+PNAjpT9WYxx1R6TOg6YA/w3O0dAJwElgCo6jVgO3BIRIaBn8AuVVURqQbaRGRkutauqve92LvI3+xrAM66WL+BJlX9ElJngbgXgHYR2U9ksh0u3gsRaScy/jBwWFV/l0jjJSLz9kR7qPSqahPZy2WLiKwgWvcdBA66eElyGVInpOfNYq6fKqDDfabTgDuq+sDFSNOXIXVmxpsFdKbtzcTY32cYhmEYeUzJXysZhmEYYbHBwTAMw8jDBgfDMAwjDxscDMMwjDxscDAMwzDysMHBMAzDyMMGB8MwDCOPv5kpwps89fXvAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# We define a network format\n",
    "fmt_vtt = tkl.NetworkFormat({\"pos_edge_id\": 1,  \"pos_source\": 2, \"pos_target\": 3, \"pos_wkt\": 0, \"srid\": \"GEO\", \"pos_direction\": 4})\n",
    "\n",
    "# Then, we can load data\n",
    "netpath = \"../../../../data/network/network-utgtrack-22245.csv\"\n",
    "network = tkl.NetworkReader.readFromFile(netpath, fmt_vtt, False)\n",
    "network.plot('k-', '', 'g-', 'r-', 1, plt)\n",
    "plt.legend()\n",
    "\n",
    "# the direction is loaded:\n",
    "print (network.getEdgeId(25), network[25].orientation, round(network[25].weight, 2))\n",
    "print (network.getEdgeId(29), network[29].orientation, round(network[29].weight, 2))\n",
    "print (network.getEdgeId(30), network[30].orientation, round(network[30].weight, 2))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fb49e1e0-cdf0-4ef9-9c33-0e52ac773760",
   "metadata": {},
   "source": [
    "### Option 2 : Field by field\n",
    "\n",
    "As above, but the fields are specified after creating the format."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "c3397a52-3845-4c87-bdee-cb34c1e8f7d5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x78afb22d0550>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fmt_vtt = tkl.NetworkFormat()\n",
    "fmt_vtt.pos_edge_id = 1\n",
    "fmt_vtt.pos_source = 2\n",
    "fmt_vtt.pos_target = 3\n",
    "fmt_vtt.pos_wkt = 0\n",
    "fmt_vtt.srid = 'GEO'\n",
    "fmt_vtt.pos_direction = 4\n",
    "\n",
    "# Then, we can load data\n",
    "netpath = \"../../../../data/network/network-utgtrack-22245.csv\"\n",
    "network = tkl.NetworkReader.readFromFile(netpath, fmt_vtt, False)\n",
    "network.plot('k-', '', 'g-', 'r-', 0.5, plt)\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1288f01f-b1f9-4180-bcfb-b2a0b70c248f",
   "metadata": {},
   "source": [
    "### Option 3: From a format defined as an external resource\n",
    "\n",
    "If this format is widely used, you can formalize it in a *network_file_format* and just call it as parameter.\n",
    "\n",
    "1. With the *asString* function, you can get the line in text format to store metadata format in the resources file:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "139e10d9-68b8-4422-b060-b9f00d0bcfa9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "UNDEFINED, 1, 2, 3, 0, -1, 4, c, 1, -1, UTF-8, GEO\n"
     ]
    }
   ],
   "source": [
    "fmt_vtt = tkl.NetworkFormat()\n",
    "fmt_vtt.pos_edge_id = 1\n",
    "fmt_vtt.pos_source = 2\n",
    "fmt_vtt.pos_target = 3\n",
    "fmt_vtt.pos_wkt = 0\n",
    "fmt_vtt.srid = 'GEO'\n",
    "fmt_vtt.pos_direction = 4\n",
    "\n",
    "print (fmt_vtt.asString())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "796a0e74-e9cd-49cc-b3e8-588a94b4cbfc",
   "metadata": {},
   "source": [
    "\n",
    "2. Then, let's define a format call 'VTT' in the file *network_file_format* which corresponds to the network associated with mountain bike tracks. The file *network_file_format* is in tracklib/resources/ directory. All you have to do is replace the \"UNDEFINED\" in the previously calculated line and and copy it to the end of the file.\n",
    "\n",
    "```text\n",
    "# Extract from file network_file_format:\n",
    "# -----------------------------------------------------------------------------\n",
    "DEFAULT, 0, 1, 2, 3, -1, 5, c, 1, True, UTF-8, GEO\n",
    "IGN, 0, 1, 2, 4, -1, 3, c, 1, True, UTF-8, ENU\n",
    "VERNIQUET, 0, 2, 3, 4, -1, 0, c, 1, True, UTF-8, ENU\n",
    "VTT, 1, 2, 3, 0, -1, 4, c, 1, True, UTF-8, GEO\n",
    "```\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9176f457-c8be-47a8-8eae-838916a734d2",
   "metadata": {},
   "source": [
    "\n",
    "3. Then, we can load data with the format name 'VTT':\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "77174865-daa1-4453-a2da-6f4a146cfb55",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "nb edges= 288\n",
      "nb nodes= 216\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x78afb4414040>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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ajqJ8/vKpbltEuPbiGpeeX+Ku313+t/9/3Jh6I02e10+ePGHkyJHs2LFDZ3ZoZmZGvnz5ePjwIVWqVCEyMpKIiIh4fw8cOIBGo6FNmzZcv34da2trXXpRQTiZ52SqZbFrbofbQzeOPTrGkgtLKGJRhCIWSYfzUFAwMjQil0GueB8jg0T2pbOcRjSYGJqgKAoKMTmUJQytaDFQ3i+7DRFh4LaBuLR14aPCH+ldr1eVXjx684i17msZWHtghsmTXSHysxKtaHnw+gFXX1zlhu8NwqOip4RMcplQtWBVmpVqxoBaA3LUvaZOK6WTR48eMX/+fBwdHXF0dGTUqFFUrFiRSE0kLde0ZGnXpUku5sXlRfALDt0/xLUX1xAEv1A/xjcZT4X8FahTpw6HDx8mf/78esvl6+vLN998Q4MGDRg6dGiGx1Qau28s8zvPT1WdSE0kndZ3YufnO/EO8iYwIhAPbw+KWRYjj2kezI3MMctlhrmROeZG5pjkMkFBQSMaorRRRGmjiNRE6rZ1+7SJ7EtlueOPj9O4RGNdFjRB2O6+nY7VO+re5uC/LGlJ+YvEPa6gYJrLFDMjM8xymem2H/s/prp1dYwNjXUfI0Oj/7YNjIjSRmFhbIEgWBhbYGRghJGhUboeHuFR4Rx6cIiuf3Rl/1f7dc5uqUFE6Li+I9s/257uHCOxfPnll2zYsCFD2soJ+Ab76qaEXoW+AqJfdMrmK8tHhT+iasGqmBmlHK8tK1CnlTKR0qVL880339CjRw9+//13lixZQv/+/albty4nvj2B/SF7gAQKIiQyhGOPjnHG6wyRmkgK5S5Eu3Lt+KzGZwkePEePHsXe3h5XV1fy5MmTrDwiwh9//MGtW7f4448/UiyfVh75P+JF8ItUDXmnHpnKdd/rDNs9jKoFq1K5YGXd+sPLkJeERIboPqGRoYREhhChieDM0zO433RnWIdhABx5eITWpVvr2o29XufvnSe3SW6qlaiWoO9cBrniPYyNDY0xzWWKlYkVxobGNCnRhCoFq2CgGOge7Hkb56WadTXMcplhZhTzcI+zHTvSSAqNVkO4JpzQyFDCosIIjQolNDIUIwMjLE0sidBEEBIZwpuwN0RoIojURhKhiSBCE8Hl55cpmackF59fpH7R+jrFphUtb8Le8ODNA+oUSZhz4mnAU0KiQqiYv6JOUR15eIRWpVtx8slJnFo7MbTe0DQphthr/VGhj2i4vCG9q/TGOrc1n1b7lCIWRdLsYFmxYsU01ctuQiNDueF7gys+V3j45qHuJaKgeUFqFqrJlx99mSkLxVmFOnLIIEJDQxk4cCBdu3bFy8uLJk2a0LZtW7Si5eMNH1PSqiQdynfgwesHBIQHYG5kTovSLWhcojHGhilbavj5+TFlyhRmzZqVZJKV2FHMJ598QsuWLTP6FOPxOvQ1bda24dz35zA2Sln+KG0UDZY34Nygc2lakO7QoQN9+/ZlyJAhST6Edu/eTaFChWjQoEG8/SJClDYqwQM47ufhm4cUsSiCiKAVLYLw4PUDCuUuRGhUzMM9MjTedrgmPNkESkmNMo48PEKbMm247nUdI0MjapeqrRsZxP698+oODYo14Oajm7St0ZbcRrnJbZwbjVZDodyFMDcyx9jQWK8HclwZRYSem3qy4/MdKdZLighNBN03dmf7Z9vZfWc3L4JfcOHZBcI0YVTMH/9Bf9rrNHWK1NEtnsYqZhNDE932yu0rGdtvLCa5TDAxNEnw19jQONF9WeXtr9FquP/6PldfXOWm702dlZBZLjOqWVejZuGalMlbJkdNCelLciMHVTlkMP/73/+wsLDgzZs3FClShD59+gBw6fklTjw+wde1viavad40tf3y5UscHR2ZPXs2uXP/51MQERGBs7MzFhYWjB07NkGAwMzg/v37jPxtJFeLXuXO6DvJDpP9Qv3osqELq3uuppp1wrd6fZkxYwb//PMPlSpVonPnzrpF9NjPwoULadiwIf3798fKygpLS0ssLCwwMMiZP9rflvyGhZUFfT7tQ6Q2kkhNpO6vT7APJoYmfDXuK36e9jPBkcEERwRz/PFxqllX0ymnWNweutG6TGvddxHh1qtbXHp+iZ6Ve9KydEu6V4o2IGi9tjVHv0mfFVZaphVFJJ5CDteEE6GJ4MaTG5QoVILwqHDCNeGJ/o0tH7svQhMRr20LYwtsmtqk65wAfIJ8dFNCr8Oi1+gMFAPK5StHzUI1qWpdNUOshHIK6rRSFvLDDz+wbds2fHx8OH36NI8fP2bs2LHULVo33Q5yBQsWZOrUqdja2jJnzhzMzMy4du0a06ZNo1atWtjb22fQWSSNRqNhyZIlBAUFsXXGVp4EP+GLf76ghnUNvq71NRXyV0BRFESEy96X2XVnF0cfHeXvfn+nO4/15MmTmTx5Mvfv30dRFCIiIuJ9IiMjef36NR4eHgQGBhIQEEBQUBBabbS576FDh+jYsSN169alfv365M2bFyMjo2StsjKTkiVKUrRo0QTOg4Au0m/3Mt3jWXYNqJX6HBMvgl+wz3MfjVc2pneV3hSzLJZ2oYGHbx7yKvQVAeEBzD01F0VR0Gg1HH10lLZl2yZax/moM46tHHXf/cP8uff6HnWL1kVE6PpPV91xY0NjAsIDCAwPpJp1Nd2IyjSXKUbm/42unvg/oXLBylgYW2BuZI6nn2e8dau4owsRITgymFchr3gV+kr399STU2hFS36z6PW8QrkLUbNQTQbWHqjb96GijhwyiVOnTrF7927q1q2Lt7c3I0aMyLC2nz59iq2tLSVKlKBkyZL88MMPWWLxcf36dZYsWcLgwYOpVeu/NZRYJ7wTj0+w2n01jYo34rL3ZSoVqMS0NtMy7EcWFhaGoaEhRkaJT0tt2rSJWrVqUbVq0k6IISEhLFy4kMuXL1O3bl0iIiJ0ykMfUlqQfrtsrly5MDY25sGDB9jY2FChQgXd8c2bN1O1alVq1KiRZBtOTk44OTnpLV9KvAp5RcE5BXkw5kGafXFMXUz5rs53lLQqSf1i9Wlbtm2KOc+nHpnKtDaJx2EKiQxh8bnFTGw2Ea1oidJGxRsZxRoNvD26euT/iLymeQmPCo9ep4oKjbdmFa4J103hHXl4hG4Vu1HAvAAFzApQwLwABc0LYmViReHchTMlZ/u7gDpyyAaaNm1KwYIF6devHy4uLsyZMwcbG5sMmSf18/Pjzp07fP3113TsmLaFxdQQERHBwoULMTIyYsGCBQkUkaIolM9fnvL5y2eoiWMsp0+fplu3bpQuXRpFUbC0tNTFiYodpQAcOHCApUuXJtuWubl5loywIFo5aDQaIiMjWbVqFRpN/ICE4eHhWTIFGJcC5gUImRRCwxUNufzDZb39ZGL57fxv2De3x7G1Y8qF42CoGKLRahJ9CAeEB2BlEu29b6AY6NYiUqJesXoplnHCKd5fFf1RlUMmUqlSJbZt28bChQupUaMGQ4cOZenSpWlWEBqNBnt7e0JDQzl9+nSWTIdcuHCBtWvXMmrUKCpVqpTp/SXGpEmT8PHxSXF0lJFv2BmBoijkypWLXLlycevWLa5du0apUqUwMDDAwMCAiRMncu7cuSyXy8zIjJU9VtJ5fWf2fLlHrwcxwC9nf+GR/6M0eUkrisLJJydpWTqhocTdV3e59uJaqttUyVxU5ZDJlClThmHDhrF8+XK+/fZb7O3tmTFjRqof7Ddu3GDJkiUMGTIkS1J9hoaG8vPPP1O4cGEWLlyYrYu6uXPnfucdpebPn49Go0FEoi2itFpCQ0MpVapUsvV8fHwyRZ6GxRsyu8Ns2q1rh10zO7pW6ppk2bNeZ1l1eRVl85VNc/iMNmXa4B/un+gx01ymFLUomqZ2VTKPd/sX945QqVIlBg4cyPfff8/48eP56quv6NOnD3369ElxFBEZGcnw4cOpXr068+fPz5KH5LFjx/j7778ZN24cpUtnfwrUevVSnj7I6cSOIOJiamqKhYVFinUvXryYKdegbtG6uA10w9HNEZsDNhTOXZgO5TrQrFQzvIO8OXT/EHs99zK0/lCmtZmWZOA9fahYoCJbb24FSGD+m88sX45PtfshoiqHLKJGjRqsW7eOJUuWsGLFChYtWsSUKVMAsLCwYOLEiQlGE+fOnWP9+vV89dVXtGrVKtNlDAgI0AXoW7BggZo1LpMJDQ3FzCx5T9lff/2Vli1b0rlzZxo2bEjlypWxtLTUKRsjIyNy5cqV5v+VoYEhLm1dmNxiMk5uTtQvVh+RaA99Y0Njrg2/lmbT67gUzl2YBwsc6dZ1NxXzV9StMSiKEu0jERXGVx99le5+VDIOVTlkIZUrV2bChAk0bNiQQ4cOUaRIEbRaLTt27GDixIlERUWxcOFCAgMDmTt3LqVKlWLBggVZMqXz22+/ce/ePSZOnEjhwml/Q8wM3lclJSIp/m8NDAw4ceIEoaGh/Pvvv8ybN4/y5csTFRVFZGQkUVFRREVFkZTV4aFDh2jRogV16tShVatWuvhYb2NmZEZu49w0LN6QfGb5qFSgEk8DnmaIYoDo/+HsSiPgi4QL2ff87nHqyakM6Ucl41CVQxZTvHhxzp49y/Tp06nXqh5nDc/yQl7w2Q+fEXkjEkVRsLGxYfz48RkeDykpfv/9d549e8bcuXOzpD+V1GNmZkbPnj3p2bNnquo5OTkhInh4eNCzZ09+/fVX6tZN3N+mYfGGLLmwhEktJrHWY22y6xCpRqOBbPInUUkbOdN19D3HwsKCoXZD6X++P10rdsW5tTNr3Ncw4vIIihQpQunSpbNMMQCsX7+e6dOnZ1l/KtFklY+RoijUrl2bU6dO8e+//7J3795Ey7Uv1x7vIG8A3L3daVKiScYJER4OSST0eRH8QrVWyoGoyiGbaLyyMa9tX9O2XFvK5SvH5n6baVK9CauOrsrwdJ4p0alTJxYvXpylfapkPYqiYGdnx8GDB5k1a1aC47kMcrHn7h4ALntfztjpvIiIJJVDLoNctCjdIuP6UskQVOWQxfj5+bFlyxaMgozwDfKNd8zC2ALFQOHEiRNZKtO4ceMoUqQIf/zxR5b2qw/vgwd/UmTXWsrcuXOpXr16okl2ulToAsAXNb7I2E6TUQ7+4f7kMcmc6MEqaUdVDlnI5s2bGTZsGMbGxty1v8ugXYP4euvX/HzqZ6rOr8pzv+d0rtCZ9u3bExUVlaWyffrpp4SGhrJr164s7TclwsPDMTExyW4x3ju6detG8eLFCQkJibe/gHkBIDqaaoYSEgKRkYke8g/zJ4+pqhxyGnorB0VRDBVFuawoyq6Y77UVRTmjKIq7oigXFEVpmES9vIqibFEU5ZaiKDcVRWny1nEbRVFEUZSCMd87KIpyUVGUqzF/E4/k9Q7x4sULxo8fz9WrV/nzzz/p0aMHZiZmHP3mKJNbTKZT+U7s+2ofde5Ex+evWLEid+/ezXI5v//+e+7cucOxY8eyvO+kCAkJiReB9n0iu0dF/fr148cff4y377L3ZQDqFc1gv4pXr8DPL9FDccNnqOQcUmOtNAa4CcT+F2cDziKyV1GUj2O+t06k3kJgn4j0VRTFGNClj1IUpSTQAXgcp/xLoLuIPFMUpQawHyieCjlzDCLC+vXruXPnDo6OjlhZJfwBVC5YWbft5eXF6dOnKVGiBEuXLmXhwoVZKS4AY8eOZdq0aVhZWVG7du0s7/9tgoODMTfPmIxjKvEpUaJEgqB/ZfOWBaLTV2YokZHQuHGih9RppZyJXiMHRVFKAF2BFXF2C/8pijzAs0TqWQEtgZUAIhIhIm/iFJkPTIxpi5gyl0Uktq3rgKmiKO/cvMLDhw/58ccfKVu2LNOnT09UMbzN77//zrZt2yhdujTHjx/PltGDoig4ODjg6OiIu7t7lvf/NiEhIe+tcshu/43E/Cxi/RoyfFTz+jXky5fooYDwACxNEk9gpZJ96DuttIDoh3jc2MY/AnMURXkC/AwkFuqyHOALrI6ZklqhKEpuAEVRegBPRcQjmX77AJdFJPztA4qiDImZzrrg6+ubSNXsQUT46quv2LRpE7NmzaJ58+Z611UUhWnTpjF79mw2bNjAxIkTCQ4OzkRpE8fAwIDGjRtz6NChLO/7bYKDg9/baaXsRqvVZl3MrGSUg1a0qY4Oq5L5pHhnKIrSDXghIhffOjQMGCsiJYGxxIwO3iIXUBdYIiJ1gGDATlEUc2AyMDWZfqsDs4AfEjsuIstEpL6I1Le2tk7pNLKEe/fu8fXXXzNixAjs7OzSFI7ZxMQEZ2dnlixZwq+//oq9vT2RSSzkZRZLly7lyJEjDBiQ+sQyGc37PHLI7jUHrVab6OhFK9qMT3mZjHLI7uugkjj63AHNgB6KojwENgFtFUVZDwwE/okpsxlIbEHaC/ASkbMx37cQrSzKA2UBj5h2SwCXFEUpArpprK3A1yJyLw3nlS2YmpoiIpQvXz5d7RQsWJChQ4eyfPlyxowZQ6tWrbLkB/T69Wvs7OywtrZm//79SYZayEre5wXp7Cap8B3hUeEZv+awYwckkftcJWeSonIQEXsRKSEiZYDPgMMi8hXRawyx0eDaAgkmyEXEG3iiKErsqms74IaIXBWRQiJSJqZdL6CuiHgripIX2A3Yi8jJ9J1e1lK8eHGWLl3KtGnT8Pb2Tldb1apVo0mTJrp4OvPnpy5fb2rZtWsXrq6u2NjY6BUtNqt4Xxek345Mmh0kNa0UrgnHxDCDlUOjRpBCkEGVnEV6xo6DgbmKongAPwFDABRFKaYoyp445UYBGxRFuQLUjimbHCOBCoBDjJmsu6Io2f8KqycWFhbMnj2bGTNm8OxZgjX6VNGxY0fOnj1LaGgopUuXZvPmzRkk5X/4+flha2uLRqNh9uzZFCxYMMP7SA/v68ghO7LAvU1iyiE0MpTAsED8A/0JD0+w1Jd2jhzJuLZUsoRUrQKJiBvgFrN9AkhgDB1jafRxnO/uQKI5SuOUKRNn2wVwSY1cOQ1zc3Nmz56Nra0tEyZMoGTJkmlua/Xq1UyZMoXvvvuOHTt2cObMGRonYRKYWnbs2MHJkyextbUlf/6cmUz9fR055IS1lMTWHNx93HkR8IKT7ieZe2EuERER7N69G2traxo2jD9zfP/+fQwMDKhWrRpFixalaNGimJiYUKdOnfh5KrRaaNMmK05JJQNRTQQyCTMzM+bMmYOtrS0//vgjZcqUSVM7iqLg5OTE2LFjmTFjBj/99BPm5uZ89NFHaZbt1atXzJ49mxYtWiQaYycn8b6OHEJCQlLM5ZDZJLbm0KREE/JZ5mNApwF8XetrIOX0q0FBQTx//pznz5+zb98+zpw5Q1BQkO645v59yt6/j0X16hgYGNCxY0fy5FH9GnI6qnLIRExMTHQjiJEjR6Z5odrIyAhnZ2ccHByYMWMGXbt2ZdeuXXr5TrzN1q1bOXfuHHZ2duRLwnokJ/G+jhxCQ0Oz/bwSm1Y68vAIn9f4PFWmpRYWFlSsWJGKFSvSsmXCHNEAAW/e8OTpUw4dOsSKFSvw9/dHURREhEVXFtHNohu1atXCOIn4SypZj6ocMhljY2Odgvjkk09S5fcQlwIFCtC/f3+++OIL/vnnH6ZMmcK8efP0Thvq6+vL7Nmzadu2La6urmmSITuIiIjAyMgou8XIcHLitJJGq6Fd2XY8DXzKnVd3MrQvq7x5qZ43L9WrV4+3X0R4POgxz549Y+/evURGRuc0KVSoEF26dEm35Z9K2lGVQxZgZGTEzJkz6dWrF0uXLk0xqXxSNGvWjMmTJ7NixQqGDRuGi4tLikP+WNzd3ZkyZco7OZzPbquezCAnKIe3p5VCIkMwNzKnoHlBPiqc9mnL1BAaGkrVSlXjJTLSaDScOHGCDRs26IwxOnXqRNmyZbNEJpVoVOWQRRgbG7N161bGjx+Pk5NTmq2CGjduTFBQEAcPHqRp06asXLmS77//PsV6HTp0SFN/KplDTlhzeHtaKVY5aLSajHeCS4KgoKD4i9eAoaEhrVq10uVNf/ToEZMmTaJMmTJYWlrSqVMnateu/V6+NOQkVOWQhZiYmODq6oqdnR0zZ87EMo1OQe3btyc4OBgvLy+0Wi0HDx6kffv2GSxtzuB99Z4NCQmhaNGi2SrD29NKIZEh5DbKjVa0GCpZk9JTn/AopUuXZsOGDQD4+/tz4MAB/v77bwAaNGhA+/bt30ujhexGzeeQxVhaWuLk5ESRIkV4/fp1mtvp2bMnpqamhIeHc+zYMW7fvp2BUuYcclL48IwkJyxIvz2tFBwZHD1ykOwdOSRHnjx56Nu3Ly4uLkybNo0iRYqwcOFCmjZtyq+//srZs2dTbkRFL1TlkA1YW1tz+vRpJk+eTFhYWJrb+eKLL7h//z41a9akX79+6Xa6y4lYWVnx6NEjvL29CQsLe29GEufPn0er1aZcMBNJbFopt3HMyMEg54wcksLAwIBGjRoxadIkTp06RY8ePdi8eTPNmzfn22+/ZciQIbi4uHDixAkCAgLem3snq1DehwtWv359uXDhQnaLkWqePn3KrFmzmDVrVrrmn5cuXUr+/Pk5duwYU6dOzRExkTKCuXPnsmLFCiZMmMDp06extrbGxMRE9yOPNYVMCTMzM3Lnzo2XlxcuLi56W3hlFiJCs2bNOHbsWLbKcuXKFe7evUufPn0AOPLgCIqiYGRgRHBkMB3Ld8x0GQ4dOoSxsTEtWmR8DumgoCBOnjyJm5sbL1++xMDAgMDAQHLnzk3x4sXp378/VatWzfB+3yUURbkoIok6KatrDtlI8eLFGTlyJA0bNuTSpUtpNtkcOnQoixYtwsrKCicnJ1xcXHKsx3NqeP78OTdv3gTgu+++S1MbIkJoaCghISF4eHhgY2ND+/bt6dq1q94LmiLC+fPn2bVrF+7u7tSuXZtjx47RunXreGUgccsqQ0NDzMzMMDU15fLly+zdu5exY8fmCCX19sjBOrc14VHhWbbmEBQUlK4IAslhYWFBp06d6NSpU6a0/76jKodsplKlSri4uDBhwgTmzZuX5vj6o0ePZtq0aXTu3JkpU6Ywc+bMNDnJ5SQyYpFRURTMzc0xNzenXbt2tG3bll9++QVzc3MmTZpE69atdaEf3u7v1atXLFu2jKdPn2JiYoK9vX2arMyioqIICwsjNDSUjh07smLFihxhaZPotJJRbkIiQ7JszSE4ODhVaw4qWYc6rZRDuHz5Mlu3bsXZ2TnNDw4RwdXVldq1a7N7925mz579TltxtGzZMtMWpMPDw3F3dycwMJDnz5/z7Nkz9uzZQ5uYGEAPHz4kT548tGnThp49e+aIh3lGc/HiRZ49e0b37t0BWOO+hlalW/HgzQNyGeSiZenEvZ0zkmXLltG1a1eKF38nMwG/86jTSu8AderUITIyEhcXF6ZMmZKmh5GiKNjb2+Pk5ETPnj2xtbXl559/zvbon2mlbdu2mda2iYkJjRo1irfP1tY20/rLiSRqymqcG41Wg7Fh1oSxUDP95VxUa6UcRMOGDWnTpg2zZ89OcxuKouDo6Mjhw4fp3bs3tra2REREZKCUKu8LCUxZI6JNWbPSzyEoKEhVDjkUVTnkMJo3b06DBg3SldzHwMCAGTNmsGfPHnr16oWdnR1RUVEZKKXK+4ChoSEmJv8l9QmJDMEsl1mW+jlERUW9l7Gz3gdU5ZADadu2LVWrVmXx4sVpbsPQ0BBXV1e2bdtG9+7dmTRpUrbb1avkLOrVq0e7du10390euWFoYEiEJiLLlINKzkW9A3IonTt3Tvecu7GxMTNnzuTvv/+mS5cuODg4ZLkj0M2bN/nll19Yvnw5a9as4cWLF3rL8D4YS7xrRGmjuPz8MmFRaXfOTA3v40L/+4K6IJ2DqVatWrrbMDMzY+bMmbqQ4c7Ozjg6OmbqjzIgIIANGzbw559/AvDjjz9SuHBhbt26xV9//YWvr6/uwX/v3j3atm1LwYIFURSFXLlykTt3biIiIli2bBnNmzfn4MGDNG/enJCQEE6fPk2lSpV0vgtXrlzB2tqacuXKYWVlhaWlJS9fvuTjjz+mdOnS2e5L8C4x4KMBeAV4AdCsVLNslkYlu1F/OR8AFhYWzJgxg8mTJ9OrVy+6dOlCsWLFsLCwIDIykpcvX+ri7J8+fZo6depQvHhxihUrhpmZGfXr19fb6zowMJCiRYuyYMEC1q5dS+nSpXXHmjRpkqD8s2fPCAkJISAggAcPHhAcHIypqSnGxsaMGzcOMzMzli1bRuPGjalZsyYVK1akePHimJmZYWZmhpGREVqtluDgYAIDAwkICODKlSu6kM8ajQY3NzdatWpFvnz5KFeuHGZmZpQpUwYTExNMTEwwMjLC1NQUc3PzD/pNtly+cnh4eyCIOq2koiqHD4W8efPi5OSEs7MzlSpV4sGDB6xcuTLRh6GI4Ofnx7Nnzzh9+jTnz5/H19eXFy9e6EJ1JIaI4OLiwoULF/QOS1CsWDHddt26deMdiw3ZfOzYMT766COcnZ3JkyeP7hMVFUVoaChOTk6UKFGCWrVqsXDhQqpUqZJoX69fv+bBgwfs2bMHX19fwsPDCQ8P5+HDh7i5uVGzZk2KFSsW75rEbr8dsuP06dM0bdpUV+7JkydEREQgIjRp0oQ8efJgZmaGubl5vL+x24qiUKBAgRyV+SyPSR4O3j/I8cfHs6zPkJCQLOtLJXWoTnAfGM+ePaNTp07Y2Njw5MkTJk+erPfbso+PD7/99huXLl1i48aNCTxbf/jhBzp16sQnn3yS4XKLCBqNhoCAAPz9/fH398fT05MCBQpQsWJFSpQowe+//8727dupUaOGro6npye+vr68evWKS5cu0bhxY/LmzcvTp08pWbIkBQsWJCIigjx58hAREYGHhwc7duxI1ilLRIiIiMDY2DjetRMRfHx8dB7RISEhuumvt/8eOXKEmjVrEhkZGa9tRVG4desWVlZWupDeZmZmeHl50bNnTwoXLkzhwoUpWLBgmr3pk+Lis4usv7KeGy9vsP+r/RnadlJ06tSJ/fuzpi+VhCTnBKcqhw+QJ0+e0L59exYsWMC5c+eYOnVqqqZTHj9+zNdff42BgQEff/wxjx8/xs3NjeHDhzN06NBMlDx9xCoYQ0PDJM/35cuX1K5dGy8vryyWLmlCQkK4e/cuAQEBnD17lufPn2NlZYWIcOPGDQoUKEDhwoUBOHLkiM7LG6K9oDt37kzu3LmxsLDAwsIi3nbsFF7u3Ll5GPiQKy+vcMXnCjPbz8z08xIR3WhWJXtQlYNKAs6fP8+8efPo0aMHhw4dYvny5amebw8LC+PVq1e8ePGCMmXKkC9fvkySNmspWbIkT548yW4x0o2IEBQURHh4OEFBQbpPcHCwbtvLy4sHDx5QrFgx/jz3J5qSGrxNvKntXlsXWNDQ0JBbt27RtWtXChQoQP78+dFqtZQoUQJFUShcuDCGhql3mvPx8eHvv/9m+PDhGXzm+hEZGcndu3e5du0aIkL//v2zRY7sRA2foZKABg0a8Omnn7Jv3z6+//57XF1dsbe3T5WCMDU1pXjx4u9VXJzTp08zceLE7BYjQ1AUBUtLSywtLfUKGNjJqxOvQl9x7uk5nBY46fZHRUXx7NkzQkND8fPzw8fHh2PHjlGhQgWOHDlClSpV0Gq1nDt3jpo1a2JmZoaiKERGRnL27FmaN2+uaytXrlx4enpSqFAhFi5cSJ48eShVqhQlS5akRIkS5M+fP1OMAmKnDM+dO8fly5cJCAjQGThUq1YNX1/fDO/zXUcdOXzgrFq1ioCAAOrVq/dePRjTglarpU+fPixfvjzNOb7fZWLzObiecM2UNYfY8Ol+fn68ePGCevXqMX/+fJo2bYqXlxdPnjzBz88vXh1FUShSpIhOeRQvXpwCBQokq0BEhHv37nHu3Dlu3bqFiGBsbMxHH31Ew4YNdWs5vr6+jB49msKFC9O7d2+dAcSHhDpyUEmU/v374+/vj0ajwdzcnAYNGjBv3jzGjRuXYt2zZ89iYmJC/vz5sbCweC/yRyxZsgQHB4cPUjEAPPJ/ROk8palTpE6mtB8bPv2vv/5ix44d7N69m6dPnzJnzhwaNmzIiBEjEqRO1Wg0+Pj44OXlhaenJ5s2beLBgwdUrlwZgDt37mBpaUmxYsV48uQJYWFhREVFUa9ePbp3785nn32mW7jXarXcunWLf/75h7/++ouuXbsya9YsSpUqlSnn+66jjhw+YDp37sy+ffvYu3cv3bt3Z/Xq1RQpUoSbN28yevToROts2bKFP//8k3LlylG7dm1CQkLYsWMHNWvWxMDAgCpVqtC0aVNKly79TvkMHDhwgGvXrjF27NjsFiXbWH5xOVWtq3Lw/kGcWjtlSh+xwf7iRoQVES5dusTu3bsJDQ2lXr161K9fn9y5c+viLsX+FRGdWfHb2yEhIQQFBeHj44OPjw8vXrzg5cuXaDQaDh8+TJs2bahatSpNmzalVKlS79T9mVmoC9IqiVK3bl02bNhA1apV2blzJz///DPDhg0jT548PHjwIMFC4ezZszEwMGD8+PGJ/rBi38xOnDjBpk2b4qV+NDc3p2TJkjoLp5yUiOjNmzd89tln7Ny584MOArfj9g5KWJVgx+0dmaYcwsLC6NWrF/v27Uv0uFar5c8//8TT05P8+fMTERGBm5sbzZo1091ziqIkun3u3Dm6deumM/ctXLgwBQoUSNNi+YeCOq2kEg8RoVu3blStWlW3mNy9e3ciIyP55ZdfGDZsGCVLlmTZsmUMGTIEgOvXr7N9+3ZOnjyZZLsGBgZUq1aNatWq6erFEhwczJMnTzh8+DDLli0jICBAd8zU1BQbG5tscQjTaDR07NiRvXv3ftCKAcBAMUArmRuc0cjIiPDw8KRlMDDg888/j7fvQx7NZSeqcvgA8fHx4datW9y7dy/e/k8++YTIyEiWLVtGv379sLa2ZtWqVXz33XesX7+ef//9N8195s6dmypVqiTwXo6IiODQoUNMnz4drVZLkSJF6N27N8WLF8/0YX+snf2yZcsoUKBApvb1LqCgoBUtxx5lTvY9iDaL/RAXft9FVOXwAVKkSBF+++03pk+fzuTJk+N52vbv35+oqCjGjh3LmjVrsLCw4IsvvsDa2jpTkrIYGxvTpUsXunTpQmRkJP/88w979+7VOaHFzkfb29vTsGHDDH27//rrrxk6dCi1a9fOsDbfZQwUA0SEZiXVoHsqqnL4YOnUqRPFihWjefPmnDx5Mt5b+pdffsmVK1cYNWoUEydOZOPGjaxcuTLTZTIyMkrUEen169ecOnWK1q1b8/HHH/P1119TsmTJdPX177//0qRJE5o1Ux+EsfgE+xCpjVQXalWAVORzUBTFUFGUy4qi7Ir5XltRlDOKorgrinJBUZSGSdTLqyjKFkVRbimKclNRlCZvHbdRFEUURSkYZ5+9oiieiqLcVhSlU1pPTiV5ypYti5eXV6IPg1mzZpE3b16GDh3KsWPHUBSFrVu3ZoOUkC9fPrp27crJkycZPnw4W7duxdbWFjc3tzTlfHj+/DmHDx/ONs/cnEoekzzkNsqdbOC99GYUFBE2bNiQrjZUsobURO4aA9yM83024CwitYGpMd8TYyGwT0SqALXitqEoSkmgA/A4zr5qwGdAdaAz8JuiZFFC2w8Ef39/fv31V9q3b8/Zs2cTLTN48GDGjRuHVqvl6NGjVK5cmRcvXrBnz54sljY++fLlY/To0fz0008EBwfTrl07Jk6cyNatW3n69GmK9TUaDT/99BMODg5ZIO27haIoGCgGtCr935rA1atXGTJkCA4ODrRo0YKOHTvi6OhIq1at2LBhQ6rzk48dO5Zvv/02o0VXyQT0mlZSFKUE0BWYAcR6SAkQa4+YB3iWSD0roCXwDYCIRABx76b5wERge5x9PYFNIhIOPFAUxRNoCJzW64xUksTHx4e1a9eyf/9+li5dyogRI5Is++OPP3L8+HEURWHy5Mm4urrSsmVLLl68yKFDh+Kll8wODA0N6dq1K127diUyMpKrV6+yc+dOnTXVmzdv+PXXXxM4OI0YMYJ+/fqpSe0TITA8EI1Ww65Lu7i/6j5RUVG0bduWSZMmUaZMmQTlz58/T7NmzbC1taVPnz4pTkfVrl2bSpUqsWDBgsw5AZUMRS8/B0VRtgCugCVgIyLdFEWpCuwHFKJHIE1F5NFb9WoDy4AbRI8aLgJjRCRYUZQeQDsRGaMoykOgvoi8VBRlMXBGRNbHtLES2CsiW95qewgwBKBUqVL1Hj2K1/UHy/3797l9+zZ37tzh1KlTVKlShSNHjtC6dWuuXLnC0qVLKVKkiF5tFS1alOfPnwPR0wGzZs2iadOmnDlzhqZNm8aLmZPTePnyJb/++itnz57l119/pWzZspw4cYKdO3cya9as7BYvR3Lu6Tl8g33Ze3svi7ou0jsk+JEjR5g7dy4ff/wxn3zyCYULF06gKNzc3Bg9ejRXrlzJDNFV0ki6/BwURekGvBCRi4qitI5zaBgwVkT+VhSlH7ASaJ9I+3WBUSJyVlGUhYCdoiiuwGSgY2JdJrIvgQYTkWVEKx7q16//7nvyZRBt2rRh6dKl9OjRg8GDB2Nubp7mkMiNGjUiICAAKysrFEXB1taW2bNn07BhQ9zc3DA2NqZhw0SXmrKdggUL4ujoSGBgIGvWrMHLy4vVq1dz+/bt7BYtxxKhieDkk5Nce3UtVbki2rRpQ7NmzfDw8GDUqFG69LZubm60bt1al6Xv0KFDmSW6Siagz7RSM6CHoigfA6aAlaIo64HuRK9DAGwGViRS1wvwEpHYie0tgB1QHigLeMS8YZQALsUsansBcU1RSpDIlJVKQkSEUqVK0aVLlwxpr1ChQvEeErEKYs6cOTRp0oTdu3djbGycKlNQEclSaxhLS0tGjRpFZGQkgYGBzJ49GwsLC1q1ahXP61YFyuQtQ7l85TA2TL0zorGxMQ0aNGDz5s2ZIJlKdpCichARe8AeIGbkYCMiXymKchNoBbgBbYG7idT1VhTliaIolUXkNtAOuCEiVwFdUuK3ppV2AH8oijIPKAZUBM6l5yQ/FB49esTAgQMzrL1bt24lyPYGMGHCBObOnUvz5s3566+/MDY21r0tpsS8efP47LPPsjzMt5GREb/99hsAAQEBTJ8+nf379/PgwQNy5cpF+fLlMTc35/Xr1xQvXpxGjRpRsmRJrK2ts1TO7MQ0lynnnp7jzqs72S2KSg4gPX4Og4GFiqLkAsKImf9XFKUYsEJEPo4pNwrYoCiKMXAfSNZUQUSuK4ryF9HrFFHACBHRpEPOD4Y1a9bQtWvXDGuvbdu2SR4bP3488+fPp2XLlqxevZohQ4ZQsWLFFNscPnw448ePZ+7cuZiZmWWYrKnBysqKOXPm6L7HZogLCQnRhZN+/PgxLi4uVKtWjaNHj1KxYkV69+6tCxudGWk6sxsLYwusTKziWSupfLiogffeIyZNmoSDg0OGPHRjo2emdH8sXLiQ8uXLc/jwYcaMGUPp0qVTbPvp06fMnz+fOXPmvBPTOgsXLqR27drkzp0bLy8vnj59qksOIyLcvHmT/Pnz63JSW1tbU7BgQSwtLcmTJw8FChTA3Nw8x8duEhGcjzrzIvgFv3X9LbvFUckC1KisHwhOTk44OTllWHsbN25ERPjiiy+SLffll1/So0cPTp06xcSJE/WaMjp79ixnzpxhzJgxKZbNburWrcvJkydTVLrh4eG8evWKly9f8vLlS65fv87Lly/JkycPu3fvjmfdFasUjxw5QqdOnShXrhwVKlSgYsWK5MmTR5fi8969exw4cABzc3NKly6NlZUVWq2WevXqYWlpmeHn2mpNKwrlLsTmT9W1gw8BVTl8IGS0cgBYvnw5pqamDBgwINlyCxYsoEKFCuzfv58pU6boEt4nx4YNG8iTJw/dunXT7dNqtXh4eDBr1ixdkL6jR4/SrFkzSpcuTenSpalXr16WBcp78uQJkydPZt26dZnWR1hYGA8ePMDT05Ndu3YhIhQpUgR3d3e++eYbihUrhqWlJSEhIQQEBODh4YG3tze5cuWiVKlSfP/99xk2KnE84oiiKPFCdgcHBzN27FiKFClClSpV+Pzzz9+JEZ9KyqjK4QNh+PDhukXXjERRFMLCwjAxMUm23Jw5c6hevTp79uzB2dlZrwf49OnT6dq1Kx4eHmzYsIEmTZpQq1YtGjduHC8yq1arxcvLiyNHjnD58mXMzc2xsLBg0KBBFCpUKNG2IyIimDlzJjY2NgkyjOnL6NGjGTRoEB999FGa6mcmWq2WtWvXsnHjRkaNGkX37t3T3aaTm1P039ZOaLVadu7cSa9evdi+fTuVKlXiwIED3Lp1C61Wy+LFi9VcCe84qnL4QOjTpw9///13hrXn4+PDnDlzqFWrVoojB4ies3Z1daVOnTrs2rWLn376iTx58iRZ/sWLFyxbtgwHBwcuXrxInTp1UvVGevLkSf744w+6dOkSb/QRK8vkyZP56KOPuHv3LqGhoTg5OaUqZ0RkZCSDBg1i7dq1etfJDkSERYsWkT9/fr3+T0nRq1cv3Mq4AdDZuzMiQu3atZkwYQK5csW3Xbl06RJr166lXr16fPnll6qSeEdRlcMHwtixY5k/f3662xERfv/9dzw9PbGxsUlV1jYRYfr06TRs2FDnjfy2Oayvry+ff/457du35/vvv0+3uejOnTs5evQo48eP1yWPX7p0KVWqVKF169ZpbnfOnDmEhoYyderUdMmXVezfv5+NGzdib29PUFAQO3fuRETw8PBg4MCBlC9fnvLlyycZOqRVq1a0cW4TneeitVOKilpEWLhwIS9fvsTNzY2+fftSpkwZrK2tKVSoEKamppiYmGBgYECBAgXUqagciJoJ7gNBURSuXr1KzZo109zG/fv3WbBgAf379+frr79OkwwODg44OTnRo0cP7OzsmDNnjm4xd8WKFXh6evLHH38kOR2UWrp3706bNm2YO3cuxYoVo2TJkpiYmKRLMYgI3t7ezJ07N0NkzAo6deqEpaUlM2bMoE+fPnTr1o2yZcuSK1cuHjx4wJ07d9i7dy/BwcFAdFrNkiVL8s8//1CpUiWqV6+ua0ufB7miKPz444+6769eveLs2bNcuHCBAgUKEB4eTlhYGIcPH6ZmzZocP36cevXqUaZMGZo0aULt2rVVhZGDUUcO7xEBAQH88ssvTJ48OdV1NRoNS5YsITg4mDFjxmBqapouWUQEBwcHmjdvzp49e+jVqxcrV67ko48+wtbWNl1tJ8fOnTvp0aMHb968SXZKKyX27NmDRqPJkHn8nMzbHutObk4ceXgEt4Fumfbgfvr0KTNnziRPnjw8efIES0tLGjZsiLW1NdbW1piamlK9enVVcWQB6sjhA8HKyooXL16kOkTFlStXWL58OUOGDEnXqCMuiqIwbdo0Jk2aRL169WjXrh03b95MkCY0o3F1deXRo0dMmjSJyZMnU6xYsVS3ISLMmDGDY8cyL11mTiGx+6RNmTaZ+mAuXrw4v/zyCxB9rd+8ecOrV6/w9fXFy8uLgwcPUqBAAUSE27dvU6BAAdq2bUuNGjWoUKFCgvWPpAgMDOTMmTN4eHhQtWpVAgMD6d+/v6p09EQdObxnrFu3TmcKmtKPKCgoCDs7O6pWrcrQoUMTXVQMDAxk//799O3bN03yaDQacuXKxV9//cXp06eZPXu23j/u1PL48WP++ecffvzxR0JDQ+nevTuTJk1K1tM7MQ4cOEB4eHiCRe7kePjwIc7OzgQGBmJlZUWTJk3o06cP+fPnT+1pZCtxrZVyCuHh4dy+fZtr165x9+5dPDw8KFq0KAULFkREuHjxIvXr1yciIoKLFy/StGlTjhw5QteuXalSpQp58+bF1NSUU6dOceLECQoUKECXLl0oWLAgd+/eJX/+/HTo0CHNFm3vMuqC9AfG7du3WbJkCT/99FOyN/zhw4fx9PRkyJAhyba3ZMkSKleunOqHbCxRUVFMnDiRLl26sH//fmbNmpUp1i1OTk6MGzdOt4AeFRXF4sWLMTU15YcfftDrjVFEdAv7+r5harVaxowZg62tLSVKlEBE2LZtG+fOneP69es0adKEzz77jLJly6br/NLKo0eP9PJch5ypHJJDRAgODiZ37tx6/7+CgoLYtWsXr1+/RqPRYG5ujo+PD6GhoQCYm5tTs2ZNKleuTPny5d/rkYaqHD5AvL29mT59Ok5OTolaA/n5+dGhQwddfKSUcHJyokaNGmkeQURERGBjY0PPnj35999/cXV1zdDYRH5+fvz2229MmTIlwbEzZ87QpEkTPDw8UvRXWLZsGVWqVNHrmsSydetWbt26hb29fYJjIsL9+/fZs2cPu3btolGjRri5udGzZ0/KlSun+2SGt3Msjo6OeoVtFxHarG2DVrQc+/b9n1JLiqCgIK5du8b//vc/SpQoAYCJiQkfffQRH330UaKJj95VVOXwgRIYGMikSZP48ccfKV++vG7fjBkz2Lx5M40bN+bZs2f4+flx/vz5JH0Anj9/zk8//cTmzZvZs2cPdevWTZM8YWFh2NjY0Lt3bw4dOoSLi0uGKAgRoW7dumzbti3RN+Rr165x5MgRLC0tuXr1Kj179qRFixYJ3gijoqLo3LkzBw8eTFX/8+bN45tvvknVFJK/vz8PHjzg/v373L9/n8DAQA4fPoyiKAwePJhGjRpRsWLFDHlr1Vc5vAl7wxr3NfiF+jGtzbR09/s+ER4eztWrV1m4cCElSpTA3NycDh060LBhw3c6AGNyygEReec/9erVE5XEiYiIkIkTJ8rp06dl6dKl0rRpU3n8+HG8Mg8ePJBRo0ZJaGhogvo7duyQZs2aib+/v2i1Wpk+fbocPnw4zfIEBgbK8OHD5dChQ+Lg4CBarTbNbYmIrFy5UgCZOHFikmXGjRsnERERIiKi0Whk69at0rBhQ5k7d648ePBAV2716tVy6dKlVMswZcqUVNdJCq1WK7dv35Yff/xRBg0aJIsWLZI3b96kq72PP/5Yr7J3Xt6R3z1+l6mHp6a5vw+F4OBg2b59u0yaNEmmTJkiGo0mu0VKE8AFSeK5mu0P9oz4qMohee7fvy+AeHh4JFnm8ePHMnLkSAkJCRERkTdv3oidnZ1s27YtQdn+/fvL5s2b0yzPmzdvdArCyckpWQXx5MkTiYyMTPRYVFSUjBgxItn6R44cERsbm0SPeXt7y2+//SZ2dnYyadIk+eijj1J3IjG0bNkyTfX0Yd++fTJ06FCxs7OTW7duJXquTwOeStOVTWXq4anSfFVzmfjvRNnvuV+0Wq1MmjRJpk2bpldf69zXyYxjM6TXpl4ZfRrvNel9wclOklMO6rTSe46Pjw9dunTh9OnTKcZGevbsGfb29lSoUIG9e/eybdu2JB3VVq5cSe7cufnss8/SJNerV6+YOnUqn3zyCWfOnGHSpEm6KRQ/Pz8+/fRTmjRpwr1796hWrRo3b97EzMyMmTNn6tZQ1qxZQ/Xq1WnQoEGS/cyePZshQ4aQN2/eZOUZNWoUFy9epGXLllSqVIk+ffro5ScREhLCokWLsLOz0//k08Dp06e5dOkSly9fJigoiLx581KkSBF6DejFwAMDOfXdKXIbR3s+B0cEU3xOcbr6dKXNR20YNGiQXn3MPjmbatbVMDE0oUP5Dpl5Oio5BHVa6QNmwYIFcu7cOb3Lu7m5SeXKlSUgICDFsn/88YesXLkyzbJ5e3vLiBEj5N9//5VZs2aJVqsVGxsbsbW1lVevXiUo/+rVK+nRo4ds2rRJXr58qdcb+9GjR1MsExERIRMmTNB9v3XrlsyYMUNsbW1l+/btEh4enmRdDw8P2bJlS4p9ZDQajUauXLki9X6qJzef3Uxw/KbvTZlyKHXTXVMOTZF5p+bJy+CXGSWmSg6HZEYO7+5KiopeWFpa4uPjo3f5Vq1aceLECezs7PD390+27Oeff06BAgVYvHhxmmQrXLgwdnZ27Nq1C2trawwMDKhVqxYzZ85MdHE3f/78bN++nTt37tChQwc2btyYYh/6WB2tX7+er776Sve9cuXKTJo0CVdXVwoWLMj06dOZMmUKJ0+ejJ6LffMGRo0CJycsx46lar58qTrvjMDAwICaNWuSr0Q+iuYrmuB4hCaCGy9v6N2eiHDh+QUuPL9AAfOsCYeukrNRp5Xec0SE1q1b4+aWunAIfn5+ODg44OLiQr4UHn4HDhzA1taWXLlysXv37lQH0rtz5w6VK1fmzz//xMfHh1GjRiVb/v79+5QvX56XL1+mO69DVFQUdnZ2/Pzzz8mWi4iIYN++fZw6dYqZs2bB9etQvDhvfv8dC19fcoWHQ9u20K4dZGGE0hfBLxiycwibP92MkWF0TocobRRG0434od4PLOm6RK//u6efJ3vv7uXs07Os/2S93v1v27aNY8eOMX/+fL744gu0Wi0WFhYUK1aMs2fPUr16dcqXL0+5cuXo0KGDGr01h6FOK33gHDp0SFxcXFJd7/Xr1zJ8+HB5+TLlaYagoCAJDAyUESNGyLNnzxIc12q1SS4si4jcuXNHxo8fL9u3b5clS5Yk29cXX3whT548kd69e+uskNKKq6urnD9/PlV1IszMRHvtWvydUVEiixeL5MuXLnnSwr67+2TQ9kHSY2MPcfyhsjRd2lCOPDgi55+el5G7R0p4VNLTYrH8sPMHWeu+VjZd3aRXnxqNRho2bCjTp0+XoKAgOX78uOzbty/Rsk+fPpVp06bJlClTZPjw4TJixAi5fv36O2vh8z6Baq2kcvjwYVm4cGGq6/n7+8vw4cPFx8dHr/LBwcEyYsQIOXDggG6fr6+vNG/eXABZv359knVv3LghEydOlC1btsiKFSsSLePr6yvDhg0TkWhLnokTJ6bZWiQiIkJ69eqVqjr379+Xgd26iXzzjUjjxiLTp4ucOhWtHIKCJMLMLF2mp+lBq9WK3Lwp4uqq27dlYl9x+baXHDhwIFnlbLPfRmadmCWvQ1/r1Ve/fv3iWb+9fv1afv75Z73q3rt3TzZs2CAtWrSQqVOnSv/+/WXIkCHi6Ogo7du3F1dXV+nTp4/89ddfcvHiRXn9Wj+ZVFKPqhxURERk+/btsmrVqlTXix0RPH/+PMWyXl5e8vnnnwsg27dvlzVr1sjkyZPFy8tLREQ2btwo//vf/xKtGxkZKUOHDhVANm3aJOvWrUtQ5qeffoqnqM6cOSOffPJJqs9JRGTFihXJmvcmhr29vQQFBf23IyhIZMcOkS5dROrWlbt794qrq6vY2trK+vXr9VrYz3BcXUUGDBBZtEikVCmJ9PWVAwcO6Gzyjx8/Hu+t3TvQW7r/0V3sD9rr3cXIkSMT7MsIf4/w8HAJCQkRHx8fuXr1qqxatUp69uwpy5YtS/coUSUhqnJQ0bF+/fo0+SgEBwfLyJEjdQ/5t9FqtbJu3TpxcnKS4OBgERGZOXOm7NixI0HZ3bt3y+zZs+O98S9fvlxGjx4tHh4ecunSJXFwcJDff/9dNm7cqCvz+vVrcXJyStDetm3bZNGiRak6n5CQkGQd5xLj7t278ssvv+hVVqvVypUrV8TFxUVsbW3lzz//jK9UMhsXF5GpU0XeGlWFh4fLzp07xc7OTpycnOTMuTPSa2Mv+fvG39J/c3+9mn727JkMHDgwwf7JkydnhOSJ8scff8iQIUPeaZ+CnIiqHFTisWTJkiTnh5MjNDRURo0aJY8ePYq338vLS8aMGSPHjh3Tu60TJ06Ig4ODaDQa6dy5s9jb28f74Z89e1amTZsmq1at0pmK9u7dW54+fZpoe9u2bUv0gZUUM2bMEE9PT73Li4jY2trqnARTg1arlYsXL4qzs7OULVtWvv32WwkLC0t1OxlNcHCwdPulm/x25DdZdGaRPPF/ole9ffv2Jfq/BuTnn39O1NM+Izh27Jh88803mdL2h0pyykHN5/ABMnToUGbPno2lpSVNmzbVu56pqSlz5sxh4sSJ/Pjjj5QpU4b169dz//79FCPAvk2zZs2wsrLC0NBQZyoal4YNGxIZGcmJEyeIjIxkxYoVVK1aNcn8DD179iQ8PJzly5czePDgZPsODw/n8OHDTJo0SW95T58+TXBwsC6jXWpQFIW6detSt25d3rx5Q4MGDXB1dSUiIoJmzZrRoUOHVOW2zigeBD2gTb02DGsyjKYrmzKqUfJWYrGsWbMm0Qx5U6dOxczMDDMzM6ZOncrly5cpX748efLk4dy5c1SvXp3cuXPz+PFjwsLC6N+/P+3atUuQRjYpWrRowa5du1J1jirpICmt8S591JFD6tFqteLg4JDqOXeR6KmJ7t27S82aNVM1WkiMzz77LNnjhw8flrlz50r+/PmTXcyOZdWqVfL9998nO/3w+++/y+XLl1Ml5//+978EI6bUcubMGfnjjz903zUajRw7dkwcHBxk0qRJsm/fviybV4/URMrwXcMlUhMpYZFhMv3odL3rTp2aMPZSRESEALJ37169pn6ioqLkzJkz0qlTJ5kyZYo0b95cunTpIhcvXky2Xvv27XPEqOt9AXVaSSUxNBqN2NjYyN27d1Nd19/fXwYMGCA3byb0zk0NDg4OKZbZu3ev/PLLLzJv3jw5dOhQiuXd3Nxk/PjxST5ok4q1lBzNmjVLdZ23GT9+vERFRSV6LCoqSg4fPixTpkyRZs2apWhdlF6+/PtLuf7iuoiIHH90XOwO2Oldt127dvG+a7VasbW1lXv37qVLprCwMPn111/lhx9+kMOHDyd6/u3bt09XHyrxSU45qB7SHzAGBgb89NNP/PLLLzx9+jRVda2srFi1ahWrVq3i+vXraZZBHwetzp07U7p0aXLnzs358+c5ceJEsuVbtWpFq1atGDp0KLt27Yp+C4phx44d1KhRI9VydunShbCwsFTXi+X8+fPUqVMnSScwQ0ND2rRpw/Tp03UOi87Ozjg4OHDgwAGioqLS3PfbHH90nFqFa1HNuhoAtQrXIr+Z/uHGAwIC4n1v06YNtWvXply5cumSy8TEhOHDhzNp0iQeP35Mhw4dmDp1Kj/88AP//vsvx44d44svvkhXHyqpICmt8S591JFD+vD39xdAvL29U103KipK7OzsxN3dPU19x41plBJbtmyR1atXy/Tp0+XMmTN61dm2bZs0adJEzp49KyIiAwYM0FlTpYbFixfL2rVrU10vlvHjx6dpJBAZGakLbz558mTZv39/mqeeAsMDZevNrWI0zUhmHp8p/7vwP3kZ/FK0Wq00W6n/yKhVq1bxfDkcHR1l69ataZJJHwIDA2XRokUCqNZKGQxqVFaVpDhx4gR//fUXAwYMYPXq1cyaNSvVWcm0Wi1Tp06ld+/e1KtXT+96Go2Gbt26sXfvXr3rbNq0CY1Gw507d+jZs6deiYe0Wi0bNmzg119/pV69evz666969xdX1gkTJjBv3rxU17106RLXrl3j66+/TnXdt2U4duwYR44cQavVUrhwYQYNGpTiIrmnnycORxzwDfalRqEatCrdigr5K+Du7c4j/0fsv7cfA8WAIwOPYKCkPJnw7Nkzpk+fzpIlS3T7xo0bx4wZM1AUhenTp5MrVy6uXLlC8eLFMTMz4/r16zRo0IAjR47Qv39/qlevTqtWrfQO6TJo0CAmTpxIpUqV9Cqvoh9qJjiVBPj5+TF37lyqVq3Kl19+iaIo+Pr64uTkxNy5czE1NU1VeyKCs7MznTt3pnHjxnrV8fLyYs+ePSnmsH6btWvXYmZmhoeHB5999hk1a9bUq97Dhw+ZPn06K1asSFOGtTlz5mBgYMD48eNTVc/GxoaZM2eSK1fGGQdqNBr++usvPD09CQ0LZZ3VOia0mkD5/OXJZ5oP01ymvAp9xcZrG/EJ8mF1z9UUtiicaFta0dJ+XXuMDI3Y/tl2THOl/L8fNWoUvXr1ol27dkD0dF3Pnj1xcHCgdevWtG7dOskMac+ePWPx4sWICN7e3gwZMoQmTZok2deBAwc4f/58qqzLVPRDja2kokOr1cr69evF3t4+0ZhJjx8/ltGjR6dpCiQ2U9zx48f1Kn/q1CnZu3dvqvsREVm2bJn8888/8uWXX6bKZ+PQoUPxLIZSy+bNm2XixIlJLiy/zeXLl2X16tVp7k9fbr64Kb039RackGJzi8nis4tl4ZmFghMSFK6f893uO7tl9J7RepUNDQ2Vzz77TIYNGyY9e/YUFxeXNE3XvXr1ShYtWiSDBw9O1GHy/v37GWIMoJI4ZIS1EmAIXAZ2xXyvDZwB3IELQMMk6uUFtgC3gJtAk5j904ErMfX/BYrF7DcC1gJXY8rbpySbqhz0486dOzJ69OgUzU/v3LkjEyZMSFNgNK1WK927d080g9zbbNq0Sa69HcAuFSxevFgWLFggY8aMkTt37uhdr3Pnzqkq/zYbN26UcePGyZo1a1I0q+zQoUOWhn3QarXy88mfpfGKxtJ+XXu9Hdti+Xbbt+Ib7KtXWW9vb6lYsaLeijI5wsLCxNnZWebMmaO77168eCGNGzdWTVczkYxSDuOAP+Ioh3+BLjHbHwNuSdRbCwyK2TYG8sZsW8UpMxpYGrP9BbApZtsceAiUSU42VTkkT1hYmMyZM0fmzp2bbOKauLi7u8vUqVPTvAC4fPlyXaC9/fv3y8aNG+XBgwfx3i5/+OEH8ff3T1P7sYwZM0YOHDggY8eO1duUMjYUSHofanv27JG+ffvKtGnT5Pz58wmu1YULF2T+/Pnp6iOtPA14KjiR6no3fW/Kt9u+1ausnZ1dhgcZXLFihXz//ffSo0cPadCgQZIe8SoZQ3LKQa81B0VRSsQ85GcA40Skm6Io+4FVIvKnoiifA91F5Iu36lkBHkA5SaYjRVHsgVIiMiymrS+A3kAe4DTQWET8kqqvrjkkzfnz59mwYQOjRo2ifPnyqap76tQpjh8/jq2tbZr67tu3L5MmTSIsLAwPDw9MTU3ZtGkTDRo0ICoqilmzZqHVatM0/x8XV1dXmjdvzj///MOYMWMoU6ZMinWuXr3KgQMHGDduXLr6BggMDMTe3p78+fMjIhw9epS2bdvi7OxMjx49aNGiBd7e3nTq1In27dun+3z1pdWaVhz95miq69VcUpOrw64mW+b06dN4enoyYMCAtIqXJCLCmzdvyJs3b5Zdqw+VdK85ED0tVA9ozX8jh6rAY+AJ8BQonUi92sA5YA3RU1IrgNxxjs+IqX8NsJb/ppU2Ab5AMDAkJfnUkUPS+Pn5pcv8b//+/bJ48eI01W3Tpo28ePEi0WORkZHSt29fGT9+vDg6OqYrtr9WqxVHR0c5e/asjB49Wh4/fqxXvaVLl8rJkyfT3G9KaDQaiYyMlICAALl//75s2rRJ7OzspFOnTqmO65QWBvwzIE31cEK8/BMPsCgSbb48atQoNR/DewDpmVYCugG/xWzHVQ6LgD4x2/2Ag4nUrQ9EAY1ivi8EpidSzh5wjtluBmyIURKFgNtEjzzerjOE6LWOC6VKlcqCy/jhsmXLljTZ+L9580ZGjx6donLasmWLjBo1Su+cEYmh0WjE3t5eLl26JKNGjUoyemxctFqt1K9fX29lklH4+fnJokWLxNbWVq8c12ml34pOEh6aukiwt3xvSe9NvaXar9V06xVv//8GDRokFy5cyDA5VbKP9CoHV8CL6Ll/byAEWA/4858prAIEJFK3CPAwzvcWwO5EypUGrsVs/woMiHNsFdAvORnVkUPms2bNGvn7779TXW/x4sUyZcqUFBVEQECAfP/997J8+fK0iihRUVFiY2MjV69e1Tv/RGhoqAwfPlxevXqV5n7TSmhoqAwePFjmzZunt3XY+fPn5ejRo3qFPLk4Y6Qs+nO83vKER4VLtV+riW+wr5x4dEJwQnBCmq9sLkN2DJG+f/WVMbvHSPXJ1eV5YMrXViXnk5xySNHjRUTsRaSEiJQBPgMOi8hXwDOgVUyxtsDdROp6A08URakcs6sdcANAUZSKcYr2INqaCaKnqtoq0eQGGsc5ppJNDBw4kBs3bvDLL7+kqt6IESNo3749s2bNilX2iWJpacny5ct5+PAhV68mP9+dFIaGhvz000+sWLGCUaNG4eLiwosXL5KtY2pqyk8//YSDgwMhISFp6jetmJqasmzZMjp27EjdunW5fft2suV37drFqFGj8PLyonHjxrx8+TLZ8nWtP+Je4COc3ZxTlCUgPAATFxNqFKrBqsur2HJjC+t7r+erCl/R7H4zzq08xw8FfmBup7nsGr+LTdc2YXfQjv9d+B++wb6pOm+Vd4SktEZiH+JPKzUHLhK94HwWqBezvxiwJ06d2kRP/1wBtgH5Yvb/TfRawxVgJ1A8Zr8FsBm4TrQimZCSXOrIIWvQarXSu3fvNEViPXbsmLi4uKQ4gtBoNNKhQwe5detWWsWUsLAwGTVqlHh6esrw4cPF1zdl08xnz57J6NGjsy3bWEREhMyaNUtmzpyZ5Cji+++/l1OnTomIyM8//yxr1qxJvtHp00W8vGTeqXnSZk0bOf80Ya7sx28ey9xTc6XxisbyIijx9SERkR3Xd8jXK77WZZPbtWuXhIWFyT2/ezLn5ByxPWArKy6ukFchWT8CU0k7qOEzVDKKnTt30rt3b+rUqcO8efNo0aKF3nVPnTrFwYMHcXBwSNYK5dmzZ2zatCldlkQhISFMnDgRGxsb5syZw/Tp08mfP/ngcnfu3OGrr77i9OnTSQbIy2zWr1+Ph4cHBQoUoGXLlhgYGODj48O+ffuwsrJi9uzZNGrUiJcvX3Lt2rXkPdn79oXVq8HSkp23d9JjUw8AxjQag6efJwHhATQq3og+1frQuETyXu0iwvcbP2NJn9UYGBixevVqLl26hLW1NR06dKB58+Z4vvZk4ZmFvAh5QbeK3ehVpRd5TPNk5OVRyWBUD2mVDOP8+fOyYsUK0Wq1MmPGDL1CaMflzJkzevlP2NjYpNsaJiAgQIYPHy6PHj2S4cOH65Wo/tq1azJhwoQMcexKDy9fvhQbGxvZvXu3XLhwQa5fv663j4qIiJw+LfL993Ln5R3ptamX2Oy3Sfdb/bOurWTiX0Nk8qHJcvDeQYnUREp4eLjs2rVLmjRpIlOnTtXlp77+4rr8dOwnsT1gK+s91ktAWDbk0lZJEdR8DioZxeDBg+PlcJg/f77s2rUrVW2cP39epkyZkuzD/4cffkh1u4nh5+cnw4cPlydPnsjw4cP1crrLKQoizURGirZNG1l8aqGM3Tc22ekivblzR6Rfv+jmNZFy4N4BmXxoskw5NEUO3z8sUZooCQsLk507d4q9vb30799fdu7cKVFRUXLF+4q4HHXRKQqfoLRbpalkLKpyUMkwfvrppwQ5gocOHZry/PdbXLx4USZNmpSkgjh48GCq20wKHx8fGTFihHh5ecmIESMkMDAwxToeHh5Sp04dvUYbOQmNRiN/D+8vI0eWl6Xnl2ZciOsJE0QS8UCPiIqQ/Z77dYrC7YGbRGmiJCAgQLZu3Sp2dnbi5OQk58+fF41GI0cfHpWvt34tdgfs5O8bf0tIROpzcqtkHKpyUMkwWrdunegDfeHChXL48OFUteXu7i52dnaJtnfz5s10Bch7Gy8vLxk9erQ8ffpURowYIUFBKdv/v3z5UsaOHStz585NchTx8PVD+fXcr+IX4pdhsqaFgIAAWb58uTRq1EiOHjqQsY17eorMm5disYioCNl7d69MOjhJHA47yLGHx0Sj1UhISIhs2bJFGjduLNOmTZOLFy+KRqORs15nxfGIo9gdsJOdt3dKeFQqps1UMoTklIO6IK2SKn755Rc+//xzChYsmODYjBkz6NChAw0bNtS7vatXr7J+/Xp++umneIvAT58+Zc+ePQwePDhD5IbokN2LFi1i/PjxuLq6Mnv2bMzNzZOtIyKsX7+emzdvcuLECfr160fZsmUpWbIkZcuWpcCCAizpuoQRe0bgWNyRT1t8Svny5bMk7ENoaCh79+7l3LlzWFpa0rNnT6pXr65X30FBQZw+fRpXV1fatm3LgwcPmDp1KqVLl05YeMIEmDYNUsgbEZcITQQH7x/k5OOT5DLIRcfyHWlSsgmhIaHs2bOHy5cvc/nyZWbOnEmNmjU49eQUB+4fIEobRRGLIgxvMJxcBhkX4lwlcdR8DioZxqZNm6hRo0aiqTZFBAcHBz7//HOqV6+ud5s3btxg+vTprFmzBhMTEwDu3r2Lq6srq1atyjDZAW7fvs3KlSsZM2YMM2fOZM6cOanKXeHr68vx48e5desWhkaG2IXYceCzA/Tf3p9tHbZx/8p9PD09efPmDa9fv8bZ2TnVMa2SIyIiggMHDnDy5ElOnz7NzJkzadiwYaqVkYODA5GRkUybNg2ABw8ecOTIETZu3EivXr0YNGhQdNKnM2fA0xO++irNModHhXPg/gFOPTnFY9/HtCrZiu+bfk+AfwD79u3Dw8ODPHny0K5dO+rUq8Of1/7k5subALQp04ZWZVqpiiKTUK2VVDKMLVu2yJw5c5I8HhUVJePHj5f79++nqt2DBw/K8OHDdVE+N2/enObUoylx5coVmTx5sjx58kRGjx6drpDQt1/elsaOjWW/5/4Ex3x9fWXhwoXStGnTdMVw0mq1snPnTunWrZs4ODjIsWPH0m3J5e7uLpMmTUr0mKenpzg7O8uUKZPl+sftRTIohlJ4eLhUrlVZfr/0u9gftBeHww5y9OFRidJEyevXr2XkyJFia2srrq6ucuPGjXgL35MPTZZD9w9JlOYdNRLIoaCuOahkFFqtVlK63hERETJ69Gh59OhRqtp++fKlNGvWTGxtbQVIsPCdkZw7d06mTZsmjx49kjFjxqTOTPQtHB0dkz2u0Whk0aJF0qVLl1SF6QgKCpIvv/xSxo4dK9u3b0+XjG/j5OSUYpKkPy/8IePH9hF7e3v56aef5OrVq+la4O7Xr18858bwqHDZc2ePTDo4SaYcmiKH7h+SSE2k+Pn5yYoVK6R58+Yyc+ZMuXPnjkRERci/nv/K5EOTZfHZtAWCVElIcsrhvZ1WioyMxMvLi7CwsGyS6v3F398fQ0NDLCwsEj1uampK/vz5adOmDQcOHKBAgQJ6tx0ZGcn+/fuJjIxk69atrF27NtPm77ds2cL27dtxdnbml19+Yfbs2RgZGaW6HScnJ5ycnFIs5+fnR9++fRk9ejS9evVKstzdu3fZuHEjkZGRDBw4kAoVKqRappSws7PD1dU1yWur0Wqw+deG+Z3nAxAQEMDOnTu5du0alpaWdO/enRo1auj9v4mIiGDy5MnMmTMn0eORmkjcHrpx9FF0iPGWpVvSpkwbAv0D2bZtG3/99ReNGjXi66+/ply5cmoo7wzig5xWun//vvj6+macKZ9KPG7cuJHom6xWqxVfX1+5f/+++Pv7y/DhwyUgIG0OUBcvXtQraF96OHfunEyePFlu374t48ePT1N61JRGDm+zfv166dixY4K+NBqNrFmzRr755ptMDent5+cnrq6uyZZZ67420XAbIiL+/v6yfv16sbOzExcXF/Hw8EjxfzR//nz5888/9ZIvUhMph+8flimHpsikg5Nk953dEhYZJr6+vrJs2TKxtbWVHj16pHrqUiUhfIjTSjdu3FAVQyYSFRUlV69eTXS+XqvVyo0bN0Qket59+PDhEhKSNnv2ixcvioODQ6b+L69duybjx49Ps/NbapWDiMj169dl+PDhunSlnp6e0rlzZ9myZUuq20otS5Yskdu3byd5PCwyTGz22+jVlr+/v2zYsCFFf5Bx48bJuXPnUiOmiIhEaaLk2MNjMvXwVHE9/p9C8/b2lqVLl4qdnZ3MmTNHzp9PXJGpJM8HqxxUMpfw8HC5c+dOoonl417/WB+DtAa1u3DhQrIhN06fPi3lypWTQoUKyfr169PUx/3792XUqFFy9uxZadSoUaoWqVu0aJGmPr29veXjjz+W1q1by6xZs7IkV7JGo5HSpUsnW2bx2cVyyzftgQ8TY+fOnfLTTz9laJuxPHjwQGxtbcXW1lZWr16d5pHqh4iqHFQyDa1WK56envL06dN4D/+3r7+np6e0bds2zf2cP38+gYIIDw8XV1dX+eabb3Rv+3Z2dml+CD179kyGDx8uHh4eMmLECL28o318fKR3795p6i8iIkJsbGxk0aJFqa+s0YgMGCBSoYJIkSIi+fKJzJolkkzCpODgYBkzZoxs3rw5yTL+Yf4y+dDk1MuTorgaadCgQYa3+zY3btwQFxcXsbOz043KVJJGVQ45AEdHx2RNQJNj9erVMmLEiESP5c6dOz1iZRiRkZHy7NkzuXXrlgQEBMj169cTlGnWrFm6pofOnTsnjo6OotVq5fr16zJy5MhEk97s2LFDfvvttzT18erVKxk+fLjcvn1bRowYkWKWuDdv3sjcuXNT3U9ISIiMHj1a7ty5I2FhYdKzZ08pWLCg7vyS5do1kVGjRC5dir//6lWR7t1F7OyivZrjcP36dRk2bJg8ffo02aZnHp+ZbIrQ9DBixAg5cuRIprT9NhqNJlOt3d4XklMOKSb7UVHRh1y5clG0aFEqVKiAiPDixQucnJxwdHSkXbt22NnZcfLkSR49epTmPho0aMDHH3+MgYEB+/btY/78+Yla8nTv3p0SJUrw22+/pbqP/PnzM2vWLH755RfGjh3LggULuHLlSpLljYyMiIyMTFUfgYGBNGjQgIkTJ2JtbU2dOnUYMGAAL168wMrKinHjxiV9nTZtAjs7mD0b6tSJf6xGDdixAwYOhF9/hdat4epVdu7cyYgRI5g5cybFihVLUq4XwS+I1EZS3Kp4qs5HXxYuXMi6det49epVprQfFwMDg1Q5N6okQlJa41365NSRg4uLi1SqVEnatWsnn332mW7kcPnyZWnUqJHUrFlTevXqJX5+0XF5WrVqpVtY8/X11c0Nr169Wnr06CGdOnWSSpUqiZOTk66PuCOH2bNnS/369aVmzZoyderUBPJERUXJwIEDpXr16lKjRg2ZFxMvx9PTUzp16iR169aV5s2b66KuDhw4UEaNGiVNmjSRsmXL6qYjnj17Ji1atJBatWpJ9erVE03+k9j1d3d3l0aNGumV3zk5du3aJdOmTUvxDXvnzp2yeHHabOJDQ0OlVq1acuvWLXF2dpaDBw8mWi4wMFAGDx4sx48fl6NHj8r58+eTlcvPz0+GDRsmvr6+8uzZM6ldu7bu/x9LSEiIuLq6yqJFi/6zaHrzJjr43f6EznZJoQ0JkfXdO0rXz8vIkO1DUoyG6njEMdNjRJ07d04mTpyYqX2o6A/JjBw+GJ/0NWvW8PDhwwxrr0yZMnzzzTdJHr948SKbNm3i8uXLREVFUbduXerVqwfA119/zS+//EKrVq2YOnUqzs7OLFiwINn+zp07x7Vr1zA3N6dBgwZ07dqV+vX/M0/+999/uXv3LufOnUNE6NGjB8eOHaNly5a6Mu7u7jx9+pRr164B8ObNGwCGDBnC0qVLqVixImfPnmX48OEcPnwYgOfPn3PixAlu3bpFjx496Nu3L3/88QedOnVi8uTJaDQavdNr1qpViyNHjjBhwgScnJwSjc+kD127diVv3ry4urpib2+fpM17t27dOHPmDFqtFgOD1A2STU1NuXDhApMmTaJ179ZsWL6BK1eu8OOPP6IoChEREQwYMIDnz5/z7NkzrK2tMTIy4tWrV3z77be0bt2aRYsWxZPtxYsXODs74+rqSmRkJC4uLri5uZEnT/yEOGZmZtjZ2XHjxg3Gjx/P1wUKUO/1a5g8GfS8ZhqNBmdXVzpOdGBX8+ZcfHaR9VfW4xvsS7l85fik6icUMP/P/+Thm4dYmViRzyxfqq5TamnQoAGLFi3i2rVriYZgUclBJKU13qVPThw5zJ8/XxwcHHTfx44dK3PmzJE3b95IyZIldfs9PT2lTp06IpL8yGHAgAG6Og4ODjJ//nwR+W/kMH78eCldurTUqlVLatWqJeXLl5cVK1bEk8nPz0/KlSsnI0eOlL1794pGo5HAwEAxNTXV1atVq5ZUqVJFRKJHDnGtfywsLERE5OjRo1K+fHlxdHSUy5cvJ3r+yV1/f39/GTZsmF65FZLDzc1NZs2ala42UkKj0YjxNGMZs3eM7D26V3788UfZtGmTjB49Wq5du5ZkvUOHDkm3bt1032/ev6kLF/7y5Uv9/D+iokQzZ46cqF1b6tapIxcvXtRL5tDQUBk7dmyi6z4iIndf3ZU5J+eI3QE7WXVplfiF+IntAVsJjkhodZYZPH/+XB095BBQ1xyyh9R6cebKlQutVguQwLP77bbe/i4i2Nvb4+7ujru7O56ennz//ffxyuTLlw8PDw9at27Nr7/+yqBBg9BqteTNm1dXz93dnZs3b+rqxAbCi+0DoGXLlhw7dozixYszYMAA1q1bl6rztLKyYtq0adjb2xMaGpqqunFp1aoV9evXZ968eWluIyUMDAx4bvMc/3B/VlxdwQLvBcz/dT4LFixINrhg27Zt2b9/PxefXeTLf76k6rqqOu/gli1b4urqGh3YLinu34cxYzDo3Jlmly9z7vx5rly5QsOGDbl7926S1V6/fo2NjQ3jxo2jWrVqiZapkL8CNk1tcG3vStOSTRnx10Aq/bwG87V/wIsX+l2YdFCkSBFu3bqV6f2opA9VOWQSLVu2ZOvWrYSGhhIYGMjOnTsByJMnD/ny5eP48eMA/P7777Rq1QqInqq6ePEiEB3aIS4HDhzAz8+P0NBQtm3bRrNmzeId79SpE6tWrSIoKAiIDnn94q0f+suXL9FqtfTp04fp06dz6dIlrKysKFu2LJs3bwaiFYCHh0ey53b58mUKFSrE4MGD+f7777l06VKqr0/BggWZNGkSdnZ2qV7QjUvbtm2pUaMGCxcuTHMbySEiXD51mXN/n+Nl4Evu/HIHk+9MaLeuHX/f+JtrL65x7cU1Xoe+1pW///o+o/aMQvOdhhXHVpDPNB/hU8LRaDQ0b96cI0eOYGVllXSnu3dHLyrPnh29yAwYGhryzTffcOzYMVasWEG/fv1wd3ePV83LywsHBwdcXFwoUaKEXudXuWBlihWtxIDdT6BNG9iwAeztYdEiePw4TddMH+q8vZiukvNIakjxLn1y4rSSyH8L0h06dJBvv/020QXpnj176hYkb968KTVr1pQmTZrI5MmT400rffrpp/Lxxx8nuyC9YMECqVGjhtSoUUMaN26cIASDu7u71KlTRzd9tGfPHhGJdgDr1KmTfPTRR1K1alVxdnYWkehppbg28bF9zZ8/X6pXry61a9eW5s2bJxrGQN/r7+npKePHj093Ss49e/akefE5McLDw2Xu3LnSrFkz2bVrl2i1WnF/7i51/1dXwiLDxOGwg+CElF9YXobvGi5d1ncRnJA8rnlkxcUVctbrrBy7c0wYjJw8fVImT54sBQsWTDnS7OPHIu3bi6Sw2B4WFiajR4+WH374QbZs2SLu7u4yduzYVJtvnvM6J797/J7wwNOnIvb2Ip9+KuLiIrJ2rYgeGfRSIig8SJyOOEk5p3Jy71XCzHIqWQuqn4NKRpKSrbxI6q7/1atXZfLkyekOkbFjxw5ZsmRJutoQETlx4oR06dJFVq9enUCmB68fCE7IDzt/SFAvMDxQavxWQzZe3Sjbb22Xr/75Sv7+52/Jnz+/XpnnRERk5EiRW/p7J2u1Wpk5c6YAMn369FTHGxq7b2zKYbD9/UWWLxfp3Fnkm2+iHe82bEhRgSVGg2UN5I8rf4hvkK/gRKrrq2QsySkHdVpJJdWEhYURFRWlW4NILzVq1KB79+64urqmq53u3btTpEgRVqxYkeY2goKCGDJkCP/88w/ffPNNgrUd/zB/yuYty9JuSxPUtTC24MrQKzgcceDQ/UOs7bWWT3p/QtWqVcmdO7d+Aly9CpUr6y3vn3/+iYWFBVqtlpEjR7Jv3z4mTJjAn3/+SXh4eLJ1jz06RrOSzTA0MEy2HFZWMGgQ7N0Lq1fD7dtw4wbUrw96WqrFEhYVRofyHTBQ1EdPTkf9D6mkGjMzM7y9vXn27BlPnz6N90nr+kGjRo1o3LgxixYtSpdsvXr1Im/evPz8889pqr9kyRJ2796dpAPVv/f+ZUbbGUnWVxSFwPBAvvroK90DsG7duvoLkDcvPH+eYjERYcGCBRgZGTFixAgURSFv3rwMGzaM2bNnU6FCBVxcXHBycuL69euJ1t96cyufVP1Ef9liMTAAFxf46y+oVStVVQ99fYjPtnxG2yVtGR4ynM2bNxMYGJh6GVQynQ/Gz0El4yhatGimtNu2bVuCgoLYsmULffv2TXM7ffv21eUqWL9+PXXq1KFChQoYGxsnW8/d3Z0HDx5QpkyZJMuceXqGc+fO8XnNz5Ms8yL4BcUsoz2RRSSe9VeKLFwIn34Khw9DEvJGRUXh6OjIxx9/nMAwAaIVVL169ahXrx7BwcFs3ryZtWvXUqVKFfr164eFhQX77+2nY/mO6cuLUL48FCkSvXBdqpReVaxzW3Pw64NA9LW5cOECn3zyCQ0bNqRdu3a0atUqXi5xlexDVQ4qOYoePXqg0WjS3Y69vT0TJkzAzc2NP//8E2NjYyIiInTH3dzcaNWqFfny5cPX15c2bdqwfv16nJ2dk2xzwZkFdCrfiX9u/sObsDfkNc2boMy1F9cQBDMjMwBOnz5N7dq19Re8dGmYOxc+/jjaYumrryDOAzwoKIjJkyczYsQIKlWqlGJzuXPn1jlr3rx5k7lz5xIeEc6evHu4ND71VmYJGDUKPDz0Vg5xURSFBg0acODAASIjI+nduzcQ/ZKgkv2oykElx5FRb465cuWiffv2tG/fPtHjIoK/vz/Xrl1DRKhfv36Sowa3h274BPkwo90MrM2tyTcrH2cHnaVBsQYoikJAeAB/3/ibuafn4jHUg5WXVmLT1IZmzZrh6+ubOsEbNYJ//40eRTRpAt27Q7t2PC9RAhdXVxwdHSlUqFAqrwZUrVoVR0dH/nD/A+/D3rRq1YoWLVrg7u5O06ZN6dChA/Xr10/d9S9WLFo5pBMDAwN8fHxUxZCDUJWDygdL7Dx98+bNAWjRokWi5Y49OsaovaPoV60fA7YOoFbhWniP92b9lfX8cu4XHr15xPHHxymbtyzNSzXnVcgr9t3bxyu3V6xZsyZtYUIMDGDs2OhPUBD3ly/H38GBBSNHYnTzJhQoAGlQohqthvPe51k1bhWMi94XFBTE2bNn2b59Oxs2bODevXssWbKEUvqOBp49S7Ucb2Nra8uIESPS3Y5KxqEqhyzEyckJCwsLAgICaNmyZZJvtPri7u7Os2fP+PjjjzNIQpW3OfXkFK3WtGJMozH0qdaHatb/eR2Pbzo+QXlPP08e+z/mo0Ifsf/lfmYOnJluGTbv3cuDyEhsAgIw0Gjg4EFwcAAjI+jcGRo3jjf1lBwbr23ki5pfxNtnYWFBu3btaNeuHQC+vr789ddfuLm5Ua1aNUaPHp10HvAiRaBq1XSd39y5c/Hz84sXq0xE1DzR2YyqHLKBadOmJbpfo9Gkakjv7u7OhQsXVOWQiVx6fonn459TxKKIXuUr5K9AhfwVaFu2LXROX99arZbZs2dTqVIlJk6cGL3TwAC6dIn+hIXB/v3RAflMTaFbt+gw3kk8VCM1kbh7u/PVR18l26+1tTUjRoxgxIgR3Llzh1WrVvHPP//Qr18/GjVqRKNGjf67Tw0NISoq1ef28OFDfHx8aNy4MYaGhvTq1QtHR0cgej1o3bp1lC5dOtXtqmQcSkbZqmcn9evXlwsXLsTbd/PmTaqm840mI5gxYwbr1q2jZMmSWFtbU69ePa5du0a3bt3o27cvZcqU4bvvvuPff/9l5MiR5M+fH0dHR8LDwylfvjyrV6/GwsKC8+fPM2bMGIKDgzExMeHAgQPUrFmT0NBQihcvjr29Pf3798/u09WRU67/u0pAQAAODg5899131NLHXDQkJDrsxqVLYGEBPXvqQm/EsvzicpqUbEKNQmmLhurr68vs2bPJnTs3N2/exNLSkhr581D28V0KjJyIoiiUKFGCfPnyERERwZs3b/j7778REU6fPk2VKlV0sbouXbrE7t27GT16NDNmzMDCwiJNMqmkD0VRLopI/cSOfTAjhzXua3j45mGGtVcmbxm+qf1NsmWSC9sdF1NTU06cOMHLly/55JNPOHjwILlz52bWrFnMmzcPOzs7+vfvz59//kmDBg0ICAjA3NycadOmceHCBRYvXpxh56WS/Xh6ejJ//nycnJywtrbWr5K5ebQJ7KefQkBAdNKf9eshXz7o3ZvQsiXx9PNkcL3BaZbL2tpaFzwwFvdb5/nr8ArahoVx8eJFTExMOHToEBUqVKBgwYK8fv2aQ4cOceDAAd3ay5YtWzh69CgBAQHJBx9UyVb0Vg6KohgCF4CnItJNUZTawFLAFIgChovIuUTq5QVWADUAAb4TkdOKokwHegJa4AXwjYg8i6nzEfA/wCrmeAMRCXu77dSQ0oM8Mzh+/Di9e/fG3NwciDbTTIzYN/4zZ85w48YNne16REQETZo04fbt2xQtWpQGDRoAJB+0TeWd5uDBgxw9elTn4JYmrKyiTWABXr+GrVs5M3UZEZ/XxTvIW+8pMn0oWqIUJRrUon2D/6zCfvzxx3hl3NzcmDZtGvPmzaNjx46MGjWKo0ePZpgMKplDakYOY4CbRD+wAWYDziKyV1GUj2O+t06k3kJgn4j0VRTFGDCP2T9HRBwAFEUZDUwFhiqKkgtYDwwQEQ9FUQoAaQ/bmc3os6gWG1pBROjQoQMbN26Md/zKlSvq4twHwLJlyzA0NGT69OkZ12i+fPDdd7T57jsqBz5j49WNeAd5U6doHXpW7qnzx0grhgaGaLTJ+6W0bt2a3bt3Y2RkxJ07d6hYsWK6+lTJGvQKn6EoSgmgK9EjgFiE/xRFHiCBPZuiKFZAS2AlgIhEiMibmO2AOEVzx7QH0BG4IiIeMeVeiUj6vaKygaTCdidF48aNOXnyJJ6engCEhIRw584dqlSpwrNnzzh//jwQnYM4KioKS0tLNfTAe0SfPn0S5ODISIpZFmNsk7HMbD+TKgWrMPvkbCYfmszRh0fRijZNbRoqhkRqk39302q1/PHHH/z777+qYniH0HfksACYCMSdIPwR2K8oys9EK5mmidQrB/gCqxVFqQVcBMaISDCAoigzgK8Bf6BNTJ1KgCiKsh+wBjaJyOy3G1YUZQgwBNDfHjuLqVu3Lv3796d27dqULl06STv6WKytrVmzZg2ff/65Lmiai4sLlSpV4s8//2TUqFGEhoZiZmbGwYMHadOmDTNnzqR27do5bkFaJfUkaS6awSiKQu0italdpDZR2ij+vfcvkw5NwtLYkk+rf0qlAil7Xsdy/PFx/EL9ki0zZswY1q1bpzOVVXlHSCpca+wH6Ab8FrPdGtgVs70I6BOz3Q84mEjd+kSvRzSK+b4QmJ5IOXuip6gAbIAHQEGip6BOA+2Sk1EN2Z3zUK//u8fr0Ney/OJysT1gK0vOL5FXIa+SLX/T96Z88fcXyZbRaDTSoEGDjBRTJQMhmZDd+owcmgE9YtYVTAErRVHWA92JXocA2Ez8KadYvAAvETkb830LYJdIuT+A3YBjTJ2jIvISQFGUPUBd4JAesqqoqKSRvKZ5GVR3EAAPXj9gxaUV+IX6kcsgFwNrDaR8/vJEaiK5+uIqS84vobhVcVzbJR9mfdOmTXz1VfJ+FSo5kxSVg4jYE/1mj6IorQEbEflKUZSbQCvADWgLJEhsKyLeiqI8URSlsojcBtoBN2LaqigisXV6ALFJZfcDExVFMQciYvqYn9YTVFFRST1l85VlYrOJiAhHHx3ltNdpxv07jqoFq9KoeCNGNxpNrSIp+1+cOHGC+fPVn++7SHr8HAYDC2Osi8KImf9XFKUYsEJEYt12RwEbYiyV7gPfxuyfqShKZaJNVR8BQwFE5LWiKPOA80QvUu8Rkd3pkFNFRSWNKIpC6zKtAfi61tepqqvVann69KnO8U3l3SJVykFE3IgeKSAiJ4AEHl0S7avwcZzv7kSvPbxdrk8y/awn2pxVRUXlHWXHjh00bZqYnYrKu8AH4yGtoqKStcyZM4eDBw9mtxgqaURNE6qiopLhXLt2jZIlS2Jmlj4nO5XsQ1UOmUhqh9Rubm5069YNiB6Sz5yZ/nDPb9684bfffkt3Oyoq+iIifP/99yxfvjy7RVFJB6pyyEROnTqV5ro9evTAzi6h1W9UKsMjq8pBJauZMWMGgwcPVoPqveOoyiETiQ1D7ObmRuvWrenbty9VqlThyy+/jHX+Y9++fVSpUoXmzZvzzz//6OquWbOGkSNHAvDNN98wbtw42rRpg62tLffu3aNz587Uq1ePFi1acOtWtBWwj48PvXv3platWtSqVYtTp05hZ2fHvXv3qF27NhMmTMjiK6DyobFo0SIuXbrEoEGDslsUlXTy4SxIr1kDDx9mXHtlykCczFUpcfnyZa5fv06xYsVo1qwZJ0+epH79+gwePJjDhw9ToUKFZMNf3Llzh4MHD2JoaEi7du1YunQpFStW5OzZswwfPpzDhw8zevRoWrVqxdatW9FoNAQFBTFz5kyuXbuGu7t7uk9ZRSUpRIQBAwZQsWJF/v777+wWRyUD+HCUQyoe5JlBw4YNKVGiBAC1a9fm4cOHWFhYULZsWV0wsq+++oply5YlWv/TTz/F0NCQoKAgTp06xaeffqo7FhuH6fDhw6xbtw4AQ0ND8uTJw+vXrzPztFRUgOgUuE2aNFHzQL9HfDjKIZuJ6whkaGioWzvQNxR3bFhvrVZL3rx51ZGASo5h3759+Pr64uzsnN2iqGQg6ppDNlKlShUePHjAvXv3ABLkcUgMKysrypYty+bNm4Ho4byHhwcA7dq1Y8mSJUB0PurYTFtqWG+VzCI8PJz58+er2QjfQ1TlkI2YmpqybNkyunbtSvPmzfVOqL5hwwZWrlxJrVq1qF69Otu3bwdg4cKFHDlyhJo1a1KvXj2uX79OgQIFaNasGTVq1FAXpFUynB07djBixAgMDNRHyfuGEms18y5Tv359uXDhQrx9aoL77EW9/h8Gvr6++ue5VslxKIpyUUQShDcCdeSgoqKSDlTF8P6iKgcVFRUVlQS818rhfZgyexdRr7uKyrvPe6scTE1NefXqlfqgymJEhFevXmFqaprdoqioqKSD99bPoUSJEnh5eeHr65vdonxwmJqa6hz+VFRU3k3eW+VgZGRE2bJls1sMFRUVlXeS93ZaSUVFRUUl7ajKQUVFRUUlAapyUFFRUVFJwHvhIa0oii/wSI+iBYGXmSxOenkXZARVzozkXZARVDkzkpwiY2kRSdST8b1QDvqiKMqFpFzFcwrvgoygypmRvAsygipnRvIuyKhOK6moqKioJEBVDioqKioqCfjQlEPiadZyFu+CjKDKmZG8CzKCKmdGkuNl/KDWHFRUVFRU9ONDGzmoqKioqOiBqhxUVFRUVBLwzigHRVFKKopyRFGUm4qiXFcUZUwiZVoriuKvKIp7zGdqzH5TRVHOKYriEVPXOU6dP+OUf6goinvM/jKKooTGObY0s+WMc9xQUZTLiqLsirMvv6IoBxRFuRvzN1+cY/aKongqinJbUZRO2SjjHEVRbimKckVRlK2KouSN2Z/TrqWToihP49T5OM6xVF3LTJYzw+7N9MoY0//VmP0X4uzPsPsyk+XMUfdmMnJm6L2ZLkTknfgARYG6MduWwB2g2ltlWgO7EqmrABYx20bAWaBxIuXmAlNjtssA17JSzjjHxwF/xC0DzAbsYrbtgFkx29UAD8AEKAvcAwyzScaOQK6Y7VlxZMxp19IJsEmkbKqvZWbKmZH3ZnplBB4CBRPZn2H3ZSbLmaPuzWTkzNB7Mz2fd2bkICLPReRSzHYgcBMormddEZGgmK9GMZ94K/GKoihAP2BjdskZI0cJoCuw4q1DPYG1MdtrgV5x9m8SkXAReQB4Ag2zQ0YR+VdEomK+ngHSFbc7E69lUqT6WmaFnBlxb6ZXxmTIsPsyM+XMafdmGkjT9UwP74xyiIuiKGWAOkSPAN6miRI9fbRXUZTqceoYxgzLXwAHROTtui0AHxG5G2df2Zih/lFFUVpkhZzAAmAioH2rfGEReQ7RNyZQKGZ/ceBJnHJepO7BlJEyxuU7YG+c7znpWgKMjJliWBVnKiRd1zKT5IQMvjfTKKMA/yqKclFRlCFx9mfKfZkJcsYlJ9ybycmZKfdmqsnMYUlmfAAL4CLwSSLHrPhv+uhj4G4iZfICR4Aab+1fAoyP890EKBCzXS/mH2OVmXIC3YDfJJEhKfDmrTZex/z9Ffgqzv6VQJ/skDFO3cnAVv4zlc5p17IwYEj0y9EMYFV6r2UmX88MuzfTImPM92IxfwsRPb3RMrPuy8yQMyfdmylcz0y5N9PyybSGM0XY6Omg/cA4Pcs/JPF5PUfizOsRnfTIByiRTFtuQP3MlBNwJfqN4CHgDYQA62PK3AaKxmwXBW7HbNsD9nHa2g80yQ4ZY8oNBE4D5jn1Wr5Vvgwxc85pvZaZfD0z7N7MwN+PU+zvJ6Pvy8ySMyfdmynJmdH3Zlo/mdZwhgsavai8DliQTJki/PdG0BB4HFPPGsgbs98MOA50i1OvM3D0rbasiVnwAcoBT4H8mSnnW2VaE/9tdw7xF/5mx2xXJ/5C1X1SXpDOLBk7AzcA6xx+LYvG2R5L9Fxumq5lZsqZkfdmemQEcgOWMftzA6eAzhl9X2aynDnm3kxBzgy9N9PzeZfShDYDBgBXY9YOACYBpQBEZCnQFximKEoUEAp8JiKiKEpRYK2iKLHDtb9EZFectj8j4WJfS2BaTFsaYKiI+GWmnCm0OxP4S1GU74m+yT6Nae+6oih/EX3jRwEjRESTTTIuJvrmPRC9hsoZERlKzruWsxVFqU30vO9D4IeY9tJyLTNTTsi4ezM9v5/CwNaY/2ku4A8R2RfTRkbel5kpZ465N1OQM6PvzTSjhs9QUVFRUUnAO2mtpKKioqKSuajKQUVFRUUlAapyUFFRUVFJgKocVFRUVFQSoCoHFRUVFZUEqMpBRUVFRSUBqnJQUVFRUUnA/wFfu5lPp0OCnQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "netpath = \"../../../../data/network/network-utgtrack-22245.csv\"\n",
    "network = tkl.NetworkReader.readFromFile(netpath, 'VTT', False)\n",
    "\n",
    "print ('nb edges=', len(network.EDGES))\n",
    "print ('nb nodes=', len(network.NODES))\n",
    "\n",
    "network.plot('k-', '', 'g-', 'r-', 0.5, plt)\n",
    "plt.legend()"
   ]
  }
 ],
 "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
}
