merge_poly.ipynb

gistfile1.txt

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 158,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "True\n"
     ]
    }
   ],
   "source": [
    "from shapely.geometry import Polygon, Point\n",
    "from shapely.ops import cascaded_union\n",
    "import folium\n",
    "p1 = Polygon([\n",
    "      (\n",
    "        -72.2779369,\n",
    "        42.9272056\n",
    "      ),\n",
    "      (\n",
    "        -72.2778833,\n",
    "        42.9253673\n",
    "      ),\n",
    "      (\n",
    "        -72.2757268,\n",
    "        42.9254302\n",
    "      ),\n",
    "      (\n",
    "        -72.2758663,\n",
    "        42.9272685\n",
    "      ),\n",
    "      (\n",
    "        -72.2779369,\n",
    "        42.9272056\n",
    "      )\n",
    "    ])\n",
    "p2 = Polygon([\n",
    "      (\n",
    "        -72.2751045,\n",
    "        42.9279991\n",
    "      ),\n",
    "      (\n",
    "        -72.2768211,\n",
    "        42.9270328\n",
    "      ),\n",
    "      (\n",
    "        -72.2763169,\n",
    "        42.9265772\n",
    "      ),\n",
    "      (\n",
    "        -72.2766709,\n",
    "        42.9261844\n",
    "      ),\n",
    "      (\n",
    "        -72.2758234,\n",
    "        42.9255087\n",
    "      ),\n",
    "      (\n",
    "        -72.2748256,\n",
    "        42.9267971\n",
    "      ),\n",
    "      (\n",
    "        -72.2751045,\n",
    "        42.9279991\n",
    "      )])\n",
    "print(p1.intersects(p2))\n",
    "\n",
    "def merge(p1, p2, intersection_with_former=True):\n",
    "    if intersection_with_former:\n",
    "        p2new = p2.difference(p1)\n",
    "        p1new = p1\n",
    "    else:\n",
    "        p1new = p1.difference(p2)\n",
    "        p2new = p2\n",
    "    return p1new, p2new"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 159,
   "metadata": {},
   "outputs": [],
   "source": [
    "p1new, p2new = (p1.difference(p2), p2.difference(p1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 160,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(-72.27643296687788, 42.92725128598154)\n",
      "6371 12813\n"
     ]
    }
   ],
   "source": [
    "m = folium.Map(location=[42.9271, -72.2751045],\n",
    "                   tiles='OpenStreetMap', zoom_start=16)\n",
    "x = p1.intersection(p2)\n",
    "# m.choropleth(geo_data=p2new)\n",
    "\n",
    "# converting to list of lists\n",
    "coordinates = x.exterior.coords\n",
    "minlat, minlon, maxlat, maxlon = (coordinates[0][0], coordinates[0][1], coordinates[0][0], coordinates[0][1])\n",
    "print(coordinates[0])\n",
    "for i, coord in enumerate(coordinates):\n",
    "    minlat = min(minlat, coord[0])\n",
    "    minlon = min(minlon, coord[1])\n",
    "    maxlat = max(maxlat, coord[0])\n",
    "    maxlon = max(maxlon, coord[1])\n",
    "\n",
    "# loop through coordinates and distances, double for loop for latitude and longitude.\n",
    "# check distance from p1 and p2. keep merging it with the polygon with appropriate distance\n",
    "\n",
    "delta = 0.00001\n",
    "lat = minlat\n",
    "\n",
    "count1 = 0\n",
    "count2 = 0\n",
    "p1new_buffer = []\n",
    "p2new_buffer = []\n",
    "while lat < maxlat:\n",
    "    \n",
    "    lon = minlon\n",
    "    while lon < maxlon:\n",
    "        point = Point(lat+(delta/2), lon+(delta/2))\n",
    "        poly = Polygon([\n",
    "            (lat, lon),\n",
    "            (lat + delta, lon),\n",
    "            (lat + delta, lon + delta),\n",
    "            (lat, lon + delta)\n",
    "        ])\n",
    "        d1 = point.distance(p1new)\n",
    "        d2 = point.distance(p2new)\n",
    "        if d1 > d2:\n",
    "            count1 += 1\n",
    "            p2new_buffer.append(poly)\n",
    "        else:\n",
    "            count2 += 1\n",
    "            p1new_buffer.append(poly)\n",
    "        lon += delta\n",
    "    lat += delta\n",
    "\n",
    "print(count1, count2)\n",
    "p1new_buffer.append(p1new)\n",
    "p1new = cascaded_union(p1new_buffer)\n",
    "\n",
    "p2new_buffer.append(p2new)\n",
    "p2new = cascaded_union(p2new_buffer)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 163,
   "metadata": {},
   "outputs": [
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            var choropleth_5bc19943390347baacbcec09bd991886 = L.featureGroup(
                {}
            ).addTo(map_5a62761715b241498301997a3e104264);
        
    
        function geo_json_779805c72e4d45c68233307093f0f66e_styler(feature) {
            switch(feature.id) {
                default:
                    return {"color": "black", "fillColor": "blue", "fillOpacity": 0.6, "opacity": 1, "weight": 1};
            }
        }
        function geo_json_779805c72e4d45c68233307093f0f66e_onEachFeature(feature, layer) {
            layer.on({
                click: function(e) {
                    map_5a62761715b241498301997a3e104264.fitBounds(e.target.getBounds());
                }
            });
        };
        var geo_json_779805c72e4d45c68233307093f0f66e = L.geoJson(null, {
                onEachFeature: geo_json_779805c72e4d45c68233307093f0f66e_onEachFeature,
            
                style: geo_json_779805c72e4d45c68233307093f0f66e_styler,
        });
        function geo_json_779805c72e4d45c68233307093f0f66e_add (data) {
            geo_json_779805c72e4d45c68233307093f0f66e.addData(data)
                .addTo(choropleth_5bc19943390347baacbcec09bd991886);
        }
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            var choropleth_d36d9ebd7ec94f0db69da3913e9758ab = L.featureGroup(
                {}
            ).addTo(map_5a62761715b241498301997a3e104264);
        
    
        function geo_json_4dfa5f95d3f9416984fecacf53c654cf_styler(feature) {
            switch(feature.id) {
                default:
                    return {"color": "black", "fillColor": "blue", "fillOpacity": 0.6, "opacity": 1, "weight": 1};
            }
        }
        function geo_json_4dfa5f95d3f9416984fecacf53c654cf_onEachFeature(feature, layer) {
            layer.on({
                click: function(e) {
                    map_5a62761715b241498301997a3e104264.fitBounds(e.target.getBounds());
                }
            });
        };
        var geo_json_4dfa5f95d3f9416984fecacf53c654cf = L.geoJson(null, {
                onEachFeature: geo_json_4dfa5f95d3f9416984fecacf53c654cf_onEachFeature,
            
                style: geo_json_4dfa5f95d3f9416984fecacf53c654cf_styler,
        });
        function geo_json_4dfa5f95d3f9416984fecacf53c654cf_add (data) {
            geo_json_4dfa5f95d3f9416984fecacf53c654cf.addData(data)
                .addTo(choropleth_d36d9ebd7ec94f0db69da3913e9758ab);
        }
            geo_json_4dfa5f95d3f9416984fecacf53c654cf_add({"features": [{"geometry": {"coordinates": [[[-72.27643296687788, 42.92725128598154], [-72.2758663, 42.9272685], [-72.27574084613964, 42.92561529690687], [-72.2758234, 42.9255087], [-72.2766709, 42.9261844], [-72.2763169, 42.9265772], [-72.2768211, 42.9270328], [-72.27643296687788, 42.92725128598154]]], "type": "Polygon"}, "id": "0", "type": "Feature"}], "type": "FeatureCollection"});
        
</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x12e70a790>"
      ]
     },
     "execution_count": 163,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m.choropleth(geo_data=x)\n",
    "m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-72.2768211, 42.9255087, -72.27574084613964, 42.9272685)"
      ]
     },
     "execution_count": 101,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "minlat, minlon, maxlat, maxlon"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(-72.27643296687788, 42.92725128598154),\n",
       " (-72.2758663, 42.9272685),\n",
       " (-72.27574084613964, 42.92561529690687),\n",
       " (-72.2758234, 42.9255087),\n",
       " (-72.2766709, 42.9261844),\n",
       " (-72.2763169, 42.9265772),\n",
       " (-72.2768211, 42.9270328),\n",
       " (-72.27643296687788, 42.92725128598154)]"
      ]
     },
     "execution_count": 102,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "coordinates[0:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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