{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import pandas as pd\n",
    "\n",
    "\n",
    "df = pd.read_csv(os.path.join(\"data\", \"highlight_flight_trajectories.csv\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let us take a glance at the data.\n",
    "Each row represents the trajectory of a flight,\n",
    "and the last column contains the coordinates of the flight path in `GeoJSON` format."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>dep</th>\n",
       "      <th>dest</th>\n",
       "      <th>geojson</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>Place_MontpellierMediterranee_Airport</td>\n",
       "      <td>Place_BastiaPoretta_Airport</td>\n",
       "      <td>{\"type\": \"LineString\", \"coordinates\": [[3.9613...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>Place_Bristol___Lulsgate</td>\n",
       "      <td>Place_TenerifeSur_ReinaSofia_Airport</td>\n",
       "      <td>{\"type\": \"LineString\", \"coordinates\": [[-2.719...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>Place_Valencia_Manises_Airport</td>\n",
       "      <td>Place_Bucuresti_HenriCoanda_Airport</td>\n",
       "      <td>{\"type\": \"LineString\", \"coordinates\": [[-0.481...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Unnamed: 0                                    dep  \\\n",
       "0           0  Place_MontpellierMediterranee_Airport   \n",
       "1           1               Place_Bristol___Lulsgate   \n",
       "2           2         Place_Valencia_Manises_Airport   \n",
       "\n",
       "                                   dest  \\\n",
       "0           Place_BastiaPoretta_Airport   \n",
       "1  Place_TenerifeSur_ReinaSofia_Airport   \n",
       "2   Place_Bucuresti_HenriCoanda_Airport   \n",
       "\n",
       "                                             geojson  \n",
       "0  {\"type\": \"LineString\", \"coordinates\": [[3.9613...  \n",
       "1  {\"type\": \"LineString\", \"coordinates\": [[-2.719...  \n",
       "2  {\"type\": \"LineString\", \"coordinates\": [[-0.481...  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe src=\"about:blank\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" data-html=<!DOCTYPE html>
<head>    
    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
    
        <script>
            L_NO_TOUCH = false;
            L_DISABLE_3D = false;
        </script>
    
    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js"></script>
    <script src="https://code.jquery.com/jquery-1.12.4.min.js"></script>
    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css"/>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/python-visualization/folium/folium/templates/leaflet.awesome.rotate.min.css"/>
    
            <meta name="viewport" content="width=device-width,
                initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
            <style>
                #map_d07b968221db445c966ccf6f8bd4a4e4 {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
</head>
<body>    
    
            <div class="folium-map" id="map_d07b968221db445c966ccf6f8bd4a4e4" ></div>
        
</body>
<script>    
    
            var map_d07b968221db445c966ccf6f8bd4a4e4 = L.map(
                "map_d07b968221db445c966ccf6f8bd4a4e4",
                {
                    center: [40.0, 10.0],
                    crs: L.CRS.EPSG3857,
                    zoom: 4,
                    zoomControl: true,
                    preferCanvas: true,
                }
            );
            L.control.scale().addTo(map_d07b968221db445c966ccf6f8bd4a4e4);

            

        
    
            var tile_layer_51abe6730f1a4edf961559b3e27652fb = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_d07b968221db445c966ccf6f8bd4a4e4);
        
    
        function geo_json_f614a778c8ee4f05bb4b5e4855314dcd_styler(feature) {
            switch(feature.id) {
                default:
                    return {"color": "blue", "dashArray": "5, 5", "fillColor": "#ffaf00", "weight": 1.5};
            }
        }
        function geo_json_f614a778c8ee4f05bb4b5e4855314dcd_highlighter(feature) {
            switch(feature.id) {
                default:
                    return {"color": "green", "dashArray": "5, 5", "fillColor": "#ffaf00", "weight": 3};
            }
        }
        function geo_json_f614a778c8ee4f05bb4b5e4855314dcd_onEachFeature(feature, layer) {
            layer.on({
                mouseout: function(e) {
                    geo_json_f614a778c8ee4f05bb4b5e4855314dcd.resetStyle(e.target);
                },
                mouseover: function(e) {
                    e.target.setStyle(geo_json_f614a778c8ee4f05bb4b5e4855314dcd_highlighter(e.target.feature));
                },
            });
        };
        var geo_json_f614a778c8ee4f05bb4b5e4855314dcd = L.geoJson(null, {
                onEachFeature: geo_json_f614a778c8ee4f05bb4b5e4855314dcd_onEachFeature,
            
                style: geo_json_f614a778c8ee4f05bb4b5e4855314dcd_styler,
        });

        function geo_json_f614a778c8ee4f05bb4b5e4855314dcd_add (data) {
            geo_json_f614a778c8ee4f05bb4b5e4855314dcd
                .addData(data)
                .addTo(map_d07b968221db445c966ccf6f8bd4a4e4);
        }
            geo_json_f614a778c8ee4f05bb4b5e4855314dcd_add({"features": [{"geometry": {"coordinates": [[3.961389, 43.583333], [3.968056, 43.580833], [3.974722, 43.578333], [3.986389, 43.575278], [3.998333, 43.5725], [4.163333, 43.530556], [4.269167, 43.503889], [4.398889, 43.471111], [4.540278, 43.435278], [4.716944, 43.390556], [4.917222, 43.34], [4.928889, 43.336944], [5.159722, 43.276667], [5.333056, 43.231667], [5.729722, 43.229167], [5.828889, 43.228611], [6.023889, 43.226667], [6.601944, 43.219444], [6.841667, 43.346111], [6.893333, 43.373333], [7.3625, 43.327778], [7.621389, 43.301944], [8.303056, 43.170833], [8.434722, 43.145556], [8.626944, 43.118333], [8.759167, 43.099722], [9.059444, 43.057222], [9.083333, 43.053889], [9.395556, 42.978333], [9.488333, 42.955833], [9.603889, 42.927778], [9.574444, 42.847222], [9.568056, 42.829444], [9.542222, 42.758889], [9.526111, 42.714722], [9.513333, 42.679444], [9.506944, 42.661944], [9.474722, 42.573611], [9.484722, 42.55]], "type": "LineString"}, "id": "0", "type": "Feature"}], "type": "FeatureCollection"});

        
    
        var popup_9cdb71691028474ea773ae6936a03e9e = L.popup({"maxWidth": "100%"});

        
            var html_dfb3c148d696450d8b5464932f5de2bf = $(`<div id="html_dfb3c148d696450d8b5464932f5de2bf" style="width: 100.0%; height: 100.0%;">Place_MontpellierMediterranee_Airport Place_BastiaPoretta_Airport</div>`)[0];
            popup_9cdb71691028474ea773ae6936a03e9e.setContent(html_dfb3c148d696450d8b5464932f5de2bf);
        

        geo_json_f614a778c8ee4f05bb4b5e4855314dcd.bindPopup(popup_9cdb71691028474ea773ae6936a03e9e)
        ;

        
    
    
        function geo_json_a0ca0493632c49c6a0b919e2f87a9643_styler(feature) {
            switch(feature.id) {
                default:
                    return {"color": "blue", "dashArray": "5, 5", "fillColor": "#ffaf00", "weight": 1.5};
            }
        }
        function geo_json_a0ca0493632c49c6a0b919e2f87a9643_highlighter(feature) {
            switch(feature.id) {
                default:
                    return {"color": "green", "dashArray": "5, 5", "fillColor": "#ffaf00", "weight": 3};
            }
        }
        function geo_json_a0ca0493632c49c6a0b919e2f87a9643_onEachFeature(feature, layer) {
            layer.on({
                mouseout: function(e) {
                    geo_json_a0ca0493632c49c6a0b919e2f87a9643.resetStyle(e.target);
                },
                mouseover: function(e) {
                    e.target.setStyle(geo_json_a0ca0493632c49c6a0b919e2f87a9643_highlighter(e.target.feature));
                },
            });
        };
        var geo_json_a0ca0493632c49c6a0b919e2f87a9643 = L.geoJson(null, {
                onEachFeature: geo_json_a0ca0493632c49c6a0b919e2f87a9643_onEachFeature,
            
                style: geo_json_a0ca0493632c49c6a0b919e2f87a9643_styler,
        });

        function geo_json_a0ca0493632c49c6a0b919e2f87a9643_add (data) {
            geo_json_a0ca0493632c49c6a0b919e2f87a9643
                .addData(data)
                .addTo(map_d07b968221db445c966ccf6f8bd4a4e4);
        }
            geo_json_a0ca0493632c49c6a0b919e2f87a9643_add({"features": [{"geometry": {"coordinates": [[-2.719167, 51.382778], [-2.736111, 51.382778], [-2.787222, 51.382222], [-2.838333, 51.381944], [-2.866389, 51.366111], [-2.894722, 51.350278], [-2.998056, 51.2925], [-3.359722, 51.178611], [-3.362778, 51.161111], [-3.371944, 51.108889], [-3.384167, 51.039167], [-3.388611, 51.013056], [-3.398056, 50.957778], [-3.416944, 50.8475], [-3.423889, 50.809167], [-3.431944, 50.761667], [-3.448333, 50.666667], [-3.4525, 50.641389], [-3.463889, 50.574167], [-3.473333, 50.518611], [-3.493611, 50.398611], [-3.495556, 50.362778], [-3.505278, 50.184167], [-3.517222, 49.960556], [-3.529444, 49.737222], [-3.558333, 49.658611], [-3.638611, 49.44], [-3.728333, 49.195278], [-3.783056, 49.046944], [-3.808611, 48.976944], [-4.061667, 48.301944], [-4.184722, 47.957222], [-4.3125, 47.829444], [-4.524722, 47.591389], [-4.990556, 47.079167], [-5.408056, 46.612778], [-6.919722, 44.835278], [-7.012778, 44.698056], [-7.143889, 44.504444], [-8.926667, 41.872778], [-9.016111, 41.667778], [-9.161389, 41.334444], [-10.234444, 38.873333], [-11.448333, 35.966667], [-12.911667, 34.261111], [-13.836111, 33.149444], [-15.301667, 31.300833], [-15.850278, 30.433889], [-16.372778, 29.591389], [-16.990556, 28.928056], [-17.023056, 28.893333], [-17.094444, 28.816389], [-17.211667, 28.690833], [-17.263611, 28.635], [-17.315556, 28.579167], [-17.374167, 28.516389], [-17.439167, 28.446389], [-17.452222, 28.4325], [-17.375278, 28.389444], [-17.29, 28.341667], [-17.196111, 28.289167], [-17.170556, 28.274722], [-17.115, 28.234444], [-17.027778, 28.170833], [-16.877222, 28.061389], [-16.773056, 28.028889], [-16.687778, 28.0025], [-16.676389, 28.006667], [-16.647222, 28.017222], [-16.622222, 28.026389], [-16.604167, 28.033056], [-16.5725, 28.044444]], "type": "LineString"}, "id": "0", "type": "Feature"}], "type": "FeatureCollection"});

        
    
        var popup_af0ab9bf8f6148649fca5331b76aef33 = L.popup({"maxWidth": "100%"});

        
            var html_9a39d009052549dc9c47170dabe4b920 = $(`<div id="html_9a39d009052549dc9c47170dabe4b920" style="width: 100.0%; height: 100.0%;">Place_Bristol___Lulsgate Place_TenerifeSur_ReinaSofia_Airport</div>`)[0];
            popup_af0ab9bf8f6148649fca5331b76aef33.setContent(html_9a39d009052549dc9c47170dabe4b920);
        

        geo_json_a0ca0493632c49c6a0b919e2f87a9643.bindPopup(popup_af0ab9bf8f6148649fca5331b76aef33)
        ;

        
    
    
        function geo_json_685f5790275c43cca6551dc72efbc371_styler(feature) {
            switch(feature.id) {
                default:
                    return {"color": "blue", "dashArray": "5, 5", "fillColor": "#ffaf00", "weight": 1.5};
            }
        }
        function geo_json_685f5790275c43cca6551dc72efbc371_highlighter(feature) {
            switch(feature.id) {
                default:
                    return {"color": "green", "dashArray": "5, 5", "fillColor": "#ffaf00", "weight": 3};
            }
        }
        function geo_json_685f5790275c43cca6551dc72efbc371_onEachFeature(feature, layer) {
            layer.on({
                mouseout: function(e) {
                    geo_json_685f5790275c43cca6551dc72efbc371.resetStyle(e.target);
                },
                mouseover: function(e) {
                    e.target.setStyle(geo_json_685f5790275c43cca6551dc72efbc371_highlighter(e.target.feature));
                },
            });
        };
        var geo_json_685f5790275c43cca6551dc72efbc371 = L.geoJson(null, {
                onEachFeature: geo_json_685f5790275c43cca6551dc72efbc371_onEachFeature,
            
                style: geo_json_685f5790275c43cca6551dc72efbc371_styler,
        });

        function geo_json_685f5790275c43cca6551dc72efbc371_add (data) {
            geo_json_685f5790275c43cca6551dc72efbc371
                .addData(data)
                .addTo(map_d07b968221db445c966ccf6f8bd4a4e4);
        }
            geo_json_685f5790275c43cca6551dc72efbc371_add({"features": [{"geometry": {"coordinates": [[-0.481667, 39.489444], [-0.492222, 39.493611], [-0.534167, 39.510556], [-0.576389, 39.527222], [-0.566111, 39.531389], [-0.504722, 39.555833], [-0.453611, 39.576111], [-0.381944, 39.604722], [-0.340833, 39.621111], [-0.228333, 39.666111], [-0.207778, 39.674167], [-0.045278, 39.801944], [-0.004722, 39.833889], [0.046944, 39.870833], [0.15, 39.944444], [0.270278, 40.030556], [0.407778, 40.128889], [0.5625, 40.239722], [0.588333, 40.258056], [0.888333, 40.469167], [1.003056, 40.549722], [1.062222, 40.590833], [1.231667, 40.708611], [1.258056, 40.726944], [1.451944, 40.860833], [1.505833, 40.897778], [1.730278, 41.051389], [1.853056, 41.134722], [2.107778, 41.307222], [3.187222, 41.494444], [3.488611, 41.544722], [3.860278, 41.605556], [4.666667, 41.733333], [5.013333, 41.81], [5.396389, 42.157778], [5.709722, 42.438333], [6.180278, 42.853611], [6.601944, 43.219444], [6.841667, 43.346111], [6.893333, 43.373333], [7.23, 43.549167], [7.371111, 43.622222], [7.632778, 43.756944], [7.653056, 43.7675], [7.755278, 43.819444], [8.221111, 44.056111], [8.803611, 44.134722], [9.054722, 44.194722], [9.594167, 44.321667], [10.1625, 44.484167], [10.822222, 44.672778], [12.281389, 45.071111], [12.649722, 45.032778], [12.801944, 45.016944], [13.091389, 44.985833], [13.918056, 44.8925], [14.876111, 44.707222], [15.533056, 44.575], [16.143333, 44.448333], [16.305556, 44.413889], [16.593889, 44.351944], [16.816389, 44.303611], [17.661389, 44.115833], [19.105, 44.596389], [19.223889, 44.605833], [19.362778, 44.616944], [20.776667, 44.722778], [21.169444, 44.748889], [21.533333, 44.771667], [22.610556, 44.778611], [23.448889, 44.772222], [23.5125, 44.771667], [23.652222, 44.770833], [23.880833, 44.768889], [23.9825, 44.768333], [24.211111, 44.766389], [24.490556, 44.764444], [24.643056, 44.763333], [24.668333, 44.763056], [24.782222, 44.760833], [25.161389, 44.753889], [25.423889, 44.6325], [25.55, 44.574167], [25.623611, 44.540278], [25.698333, 44.545278], [25.823056, 44.553611], [25.922778, 44.560278], [26.085, 44.571111]], "type": "LineString"}, "id": "0", "type": "Feature"}], "type": "FeatureCollection"});

        
    
        var popup_11228b7d96514bb6b4027dd982a9117a = L.popup({"maxWidth": "100%"});

        
            var html_ca65e286b1314a77a222083a7e87fa0b = $(`<div id="html_ca65e286b1314a77a222083a7e87fa0b" style="width: 100.0%; height: 100.0%;">Place_Valencia_Manises_Airport Place_Bucuresti_HenriCoanda_Airport</div>`)[0];
            popup_11228b7d96514bb6b4027dd982a9117a.setContent(html_ca65e286b1314a77a222083a7e87fa0b);
        

        geo_json_685f5790275c43cca6551dc72efbc371.bindPopup(popup_11228b7d96514bb6b4027dd982a9117a)
        ;

        
    
    
            var layer_control_a261d509614e407da480ffdd00191430 = {
                base_layers : {
                    "openstreetmap" : tile_layer_51abe6730f1a4edf961559b3e27652fb,
                },
                overlays :  {
                    "Place_MontpellierMediterranee_AirportPlace_BastiaPoretta_Airport" : geo_json_f614a778c8ee4f05bb4b5e4855314dcd,
                    "Place_Bristol___LulsgatePlace_TenerifeSur_ReinaSofia_Airport" : geo_json_a0ca0493632c49c6a0b919e2f87a9643,
                    "Place_Valencia_Manises_AirportPlace_Bucuresti_HenriCoanda_Airport" : geo_json_685f5790275c43cca6551dc72efbc371,
                },
            };
            L.control.layers(
                layer_control_a261d509614e407da480ffdd00191430.base_layers,
                layer_control_a261d509614e407da480ffdd00191430.overlays,
                {"autoZIndex": true, "collapsed": true, "position": "topright"}
            ).addTo(map_d07b968221db445c966ccf6f8bd4a4e4);
        
</script> onload=\"this.contentDocument.open();this.contentDocument.write(atob(this.getAttribute('data-html')));this.contentDocument.close();\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7f831cb550d0>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import folium\n",
    "\n",
    "\n",
    "m = folium.Map(location=[40, 10], zoom_start=4, control_scale=True, prefer_canvas=True)\n",
    "\n",
    "\n",
    "def style_function(feature):\n",
    "    return {\"fillColor\": \"#ffaf00\", \"color\": \"blue\", \"weight\": 1.5, \"dashArray\": \"5, 5\"}\n",
    "\n",
    "\n",
    "def highlight_function(feature):\n",
    "    return {\"fillColor\": \"#ffaf00\", \"color\": \"green\", \"weight\": 3, \"dashArray\": \"5, 5\"}\n",
    "\n",
    "\n",
    "for index, row in df.iterrows():\n",
    "    c = folium.GeoJson(\n",
    "        row[\"geojson\"],\n",
    "        name=(\"{}{}\".format(row[\"dep\"], row[\"dest\"])),\n",
    "        overlay=True,\n",
    "        style_function=style_function,\n",
    "        highlight_function=highlight_function,\n",
    "    )\n",
    "    folium.Popup(\"{}\\n{}\".format(row[\"dep\"], row[\"dest\"])).add_to(c)\n",
    "    c.add_to(m)\n",
    "\n",
    "folium.LayerControl().add_to(m)\n",
    "\n",
    "m"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.9.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}