mapcore_nb.ipynb

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   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Set paths using configuration files"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [],
   "source": [
    "import configparser\n",
    "\n",
    "config_path = configparser.ConfigParser()\n",
    "config_path.read('config_map.ini')\n",
    "\n",
    "network_folder = config_path['NETWORKS']['network_folder']\n",
    "contacts_folder = config_path['RAW_CONTACTS']['contacts_folder']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load the network"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import datetime as dt\n",
    "import graph_tool.all as gt\n",
    "\n",
    "network_file = 'gc_26.gml'\n",
    "g = gt.load_graph(os.path.join(network_folder, network_file))\n",
    "g_date = dt.date(2020, 4, 22)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [],
   "source": [
    "%reload_ext autoreload\n",
    "%autoreload 2\n",
    "from lib.MapCore import MapCore"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Memory warning: table of contacts consuming 3021.372212 MB of memory\n"
     ]
    }
   ],
   "source": [
    "objmap = MapCore(g, date=g_date, contact_folder=contacts_folder, layers=5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Initialize the map object using folium\n",
    "from folium import Map\n",
    "\n",
    "loc = (-3.775811, -38.530402) # FORTALEZA\n",
    "m = Map(location=loc, zoom_start=12, max_zoom=17, min_zoom=7, tiles='openstreetmap')\n",
    "objmap.initialize_map(m)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of components: 6\n"
     ]
    }
   ],
   "source": [
    "m, place_info = objmap.set_cores_on_map(start_core=5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "30689"
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     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "place_info['number_contacts'].sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [],
   "source": [
    "network_file = 'gc_18.gml'\n",
    "g = gt.load_graph(os.path.join(network_folder, network_file))\n",
    "g_date = dt.date(2020, 4, 6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [],
   "source": [
    "objmap.change_network(g, g_date)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of components: 3\n"
     ]
    }
   ],
   "source": [
    "m, place_info = objmap.set_cores_on_map(start_core=5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
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