notebooks/reg-k-means.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Regional-k-means\n",
    "\n",
    "**Authors:** **[Sergio Rey](https://github.com/sjsrey),** **[Xin Feng](https://github.com/xf37),** **[James Gaboardi](https://github.com/jGaboardi)**\n",
    "\n",
    "Regional-k-means is K-means with the constraint that each cluster forms a spatially connected component. The algorithm is developed by [Sergio Rey](https://github.com/sjsrey). This tutorial goes through the following:\n",
    "\n",
    "\n",
    "1. a small synthetic example (10x10 lattice)\n",
    "2. a large synthetic example (50x50 lattice)\n",
    "3. an empirical example (Rio Grande do Sul, Brasil)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:44.963825Z",
     "start_time": "2022-10-29T17:19:44.911888Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Last updated: 2022-10-29T13:19:44.950643-04:00\n",
      "\n",
      "Python implementation: CPython\n",
      "Python version       : 3.10.6\n",
      "IPython version      : 8.5.0\n",
      "\n",
      "Compiler    : Clang 13.0.1 \n",
      "OS          : Darwin\n",
      "Release     : 22.1.0\n",
      "Machine     : x86_64\n",
      "Processor   : i386\n",
      "CPU cores   : 8\n",
      "Architecture: 64bit\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%config InlineBackend.figure_format = \"retina\"\n",
    "%load_ext watermark\n",
    "%watermark"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:48.449512Z",
     "start_time": "2022-10-29T17:19:44.967929Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Watermark: 2.3.1\n",
      "\n",
      "geopandas: 0.11.1\n",
      "numpy    : 1.23.3\n",
      "json     : 2.0.9\n",
      "spopt    : 0.4.1+200.g336f235.dirty\n",
      "pandas   : 1.5.0\n",
      "libpysal : 4.6.2\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import geopandas\n",
    "import libpysal\n",
    "import numpy\n",
    "import pandas\n",
    "import spopt\n",
    "from spopt.region import RegionKMeansHeuristic\n",
    "import warnings\n",
    "\n",
    "%matplotlib inline\n",
    "%watermark -w\n",
    "%watermark -iv"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "------------------------------------------------\n",
    "\n",
    "## 1. Small synthetic example\n",
    "\n",
    "### Create synthetic data\n",
    "\n",
    "Create a [spatial weights object](https://pysal.org/libpysal/tutorial.html) for a 10*10 regular lattice. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:48.466126Z",
     "start_time": "2022-10-29T17:19:48.456848Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "100"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dim = 10\n",
    "w = libpysal.weights.lat2W(dim, dim)\n",
    "w.n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Draw 100 random samples (the given shape is (100, 3)) from a normal (Gaussian) distribution. Then, there are three values for each lattice. They are variables in the dataframe that will be used to measure regional homogeneity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:48.478107Z",
     "start_time": "2022-10-29T17:19:48.469870Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(100, 3)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "RANDOM_SEED = 12345\n",
    "numpy.random.seed(RANDOM_SEED)\n",
    "data = numpy.random.normal(size=(w.n, 3))\n",
    "data.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:48.487757Z",
     "start_time": "2022-10-29T17:19:48.481168Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[-0.20470766,  0.47894334, -0.51943872],\n",
       "       [-0.5557303 ,  1.96578057,  1.39340583],\n",
       "       [ 0.09290788,  0.28174615,  0.76902257]])"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[:3,:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:48.498369Z",
     "start_time": "2022-10-29T17:19:48.491370Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 0.34748881, -1.23017904,  0.57107814],\n",
       "       [ 0.06006121, -0.22552399,  1.34972614],\n",
       "       [ 1.35029973, -0.38665332,  0.86598954]])"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[-3:,:]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The neighbors of each lattice can be checked by:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:48.514977Z",
     "start_time": "2022-10-29T17:19:48.502322Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{0: [10, 1],\n",
       " 10: [0, 20, 11],\n",
       " 1: [0, 11, 2],\n",
       " 11: [1, 10, 21, 12],\n",
       " 2: [1, 12, 3],\n",
       " 12: [2, 11, 22, 13],\n",
       " 3: [2, 13, 4],\n",
       " 13: [3, 12, 23, 14],\n",
       " 4: [3, 14, 5],\n",
       " 14: [4, 13, 24, 15],\n",
       " 5: [4, 15, 6],\n",
       " 15: [5, 14, 25, 16],\n",
       " 6: [5, 16, 7],\n",
       " 16: [6, 15, 26, 17],\n",
       " 7: [6, 17, 8],\n",
       " 17: [7, 16, 27, 18],\n",
       " 8: [7, 18, 9],\n",
       " 18: [8, 17, 28, 19],\n",
       " 9: [8, 19],\n",
       " 19: [9, 18, 29],\n",
       " 20: [10, 30, 21],\n",
       " 21: [11, 20, 31, 22],\n",
       " 22: [12, 21, 32, 23],\n",
       " 23: [13, 22, 33, 24],\n",
       " 24: [14, 23, 34, 25],\n",
       " 25: [15, 24, 35, 26],\n",
       " 26: [16, 25, 36, 27],\n",
       " 27: [17, 26, 37, 28],\n",
       " 28: [18, 27, 38, 29],\n",
       " 29: [19, 28, 39],\n",
       " 30: [20, 40, 31],\n",
       " 31: [21, 30, 41, 32],\n",
       " 32: [22, 31, 42, 33],\n",
       " 33: [23, 32, 43, 34],\n",
       " 34: [24, 33, 44, 35],\n",
       " 35: [25, 34, 45, 36],\n",
       " 36: [26, 35, 46, 37],\n",
       " 37: [27, 36, 47, 38],\n",
       " 38: [28, 37, 48, 39],\n",
       " 39: [29, 38, 49],\n",
       " 40: [30, 50, 41],\n",
       " 41: [31, 40, 51, 42],\n",
       " 42: [32, 41, 52, 43],\n",
       " 43: [33, 42, 53, 44],\n",
       " 44: [34, 43, 54, 45],\n",
       " 45: [35, 44, 55, 46],\n",
       " 46: [36, 45, 56, 47],\n",
       " 47: [37, 46, 57, 48],\n",
       " 48: [38, 47, 58, 49],\n",
       " 49: [39, 48, 59],\n",
       " 50: [40, 60, 51],\n",
       " 51: [41, 50, 61, 52],\n",
       " 52: [42, 51, 62, 53],\n",
       " 53: [43, 52, 63, 54],\n",
       " 54: [44, 53, 64, 55],\n",
       " 55: [45, 54, 65, 56],\n",
       " 56: [46, 55, 66, 57],\n",
       " 57: [47, 56, 67, 58],\n",
       " 58: [48, 57, 68, 59],\n",
       " 59: [49, 58, 69],\n",
       " 60: [50, 70, 61],\n",
       " 61: [51, 60, 71, 62],\n",
       " 62: [52, 61, 72, 63],\n",
       " 63: [53, 62, 73, 64],\n",
       " 64: [54, 63, 74, 65],\n",
       " 65: [55, 64, 75, 66],\n",
       " 66: [56, 65, 76, 67],\n",
       " 67: [57, 66, 77, 68],\n",
       " 68: [58, 67, 78, 69],\n",
       " 69: [59, 68, 79],\n",
       " 70: [60, 80, 71],\n",
       " 71: [61, 70, 81, 72],\n",
       " 72: [62, 71, 82, 73],\n",
       " 73: [63, 72, 83, 74],\n",
       " 74: [64, 73, 84, 75],\n",
       " 75: [65, 74, 85, 76],\n",
       " 76: [66, 75, 86, 77],\n",
       " 77: [67, 76, 87, 78],\n",
       " 78: [68, 77, 88, 79],\n",
       " 79: [69, 78, 89],\n",
       " 80: [70, 90, 81],\n",
       " 81: [71, 80, 91, 82],\n",
       " 82: [72, 81, 92, 83],\n",
       " 83: [73, 82, 93, 84],\n",
       " 84: [74, 83, 94, 85],\n",
       " 85: [75, 84, 95, 86],\n",
       " 86: [76, 85, 96, 87],\n",
       " 87: [77, 86, 97, 88],\n",
       " 88: [78, 87, 98, 89],\n",
       " 89: [79, 88, 99],\n",
       " 90: [80, 91],\n",
       " 91: [81, 90, 92],\n",
       " 92: [82, 91, 93],\n",
       " 93: [83, 92, 94],\n",
       " 94: [84, 93, 95],\n",
       " 95: [85, 94, 96],\n",
       " 96: [86, 95, 97],\n",
       " 97: [87, 96, 98],\n",
       " 98: [88, 97, 99],\n",
       " 99: [89, 98]}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "w.neighbors"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We first explore the simulated data by building a 10*10 lattice shapefile."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:48.529890Z",
     "start_time": "2022-10-29T17:19:48.518480Z"
    }
   },
   "outputs": [],
   "source": [
    "libpysal.weights.build_lattice_shapefile(dim, dim, \"lattice.shp\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.070264Z",
     "start_time": "2022-10-29T17:19:48.533611Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 413,
       "width": 416
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "gdf = geopandas.read_file(\"lattice.shp\")\n",
    "gdf.plot(column=\"ID\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Regionalization\n",
    "\n",
    "With `reg-k-means`, we aggregate 100 simulated lattices into 20 regions.\n",
    "\n",
    "The model can then be solved:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.161800Z",
     "start_time": "2022-10-29T17:19:51.073539Z"
    }
   },
   "outputs": [],
   "source": [
    "model = RegionKMeansHeuristic(data, 20, w)\n",
    "model.solve()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.177537Z",
     "start_time": "2022-10-29T17:19:51.172258Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([12,  3,  3,  3,  3,  3, 19, 19, 17, 11, 12,  9,  9,  7,  7,  2,  2,\n",
       "        2, 17, 11, 12, 15,  9,  7, 18,  2, 13, 13,  6,  6, 15, 15,  9, 18,\n",
       "       18,  2, 13, 13,  0,  6, 15,  1,  1, 18, 18, 13, 13, 13,  0,  6,  1,\n",
       "        1,  4,  4, 18, 18,  0,  0,  0,  0,  1, 16,  4,  4,  4, 10, 10, 14,\n",
       "        5,  5, 16, 16, 16,  4,  8, 10, 10, 14,  5,  5, 16,  8, 16,  8,  8,\n",
       "       10, 10, 14,  5, 14,  8,  8,  8,  8,  8, 10, 10, 14, 14, 14])"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.labels_"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.376182Z",
     "start_time": "2022-10-29T17:19:51.180843Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 413,
       "width": 416
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "gdf[\"region\"] = model.labels_\n",
    "gdf.plot(column=\"region\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The model solution results in 20 spatially connected regions. We can summarize which lattice belongs to which region:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.387758Z",
     "start_time": "2022-10-29T17:19:51.379475Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[array([38, 48, 56, 57, 58, 59]),\n",
       " array([41, 42, 50, 51, 60]),\n",
       " array([15, 16, 17, 25, 35]),\n",
       " array([1, 2, 3, 4, 5]),\n",
       " array([52, 53, 62, 63, 64, 73]),\n",
       " array([68, 69, 78, 79, 88]),\n",
       " array([28, 29, 39, 49]),\n",
       " array([13, 14, 23]),\n",
       " array([74, 81, 83, 84, 90, 91, 92, 93, 94]),\n",
       " array([11, 12, 22, 32]),\n",
       " array([65, 66, 75, 76, 85, 86, 95, 96]),\n",
       " array([ 9, 19]),\n",
       " array([ 0, 10, 20]),\n",
       " array([26, 27, 36, 37, 45, 46, 47]),\n",
       " array([67, 77, 87, 89, 97, 98, 99]),\n",
       " array([21, 30, 31, 40]),\n",
       " array([61, 70, 71, 72, 80, 82]),\n",
       " array([ 8, 18]),\n",
       " array([24, 33, 34, 43, 44, 54, 55]),\n",
       " array([6, 7])]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "areas = numpy.arange(dim * dim)\n",
    "regions = [areas[model.labels_ == region] for region in range(20)]\n",
    "regions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "------------------------------------------------\n",
    "\n",
    "## 2. Large synthetic example\n",
    "\n",
    "### Create synthetic data\n",
    "\n",
    "Generate a 50 x 50 lattice with `spenc`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.452998Z",
     "start_time": "2022-10-29T17:19:51.390538Z"
    }
   },
   "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>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>POLYGON ((0.00000 0.00000, 1.00000 0.00000, 1....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>POLYGON ((0.00000 1.00000, 1.00000 1.00000, 1....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>POLYGON ((0.00000 2.00000, 1.00000 2.00000, 1....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>POLYGON ((0.00000 3.00000, 1.00000 3.00000, 1....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>POLYGON ((0.00000 4.00000, 1.00000 4.00000, 1....</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            geometry\n",
       "0  POLYGON ((0.00000 0.00000, 1.00000 0.00000, 1....\n",
       "1  POLYGON ((0.00000 1.00000, 1.00000 1.00000, 1....\n",
       "2  POLYGON ((0.00000 2.00000, 1.00000 2.00000, 1....\n",
       "3  POLYGON ((0.00000 3.00000, 1.00000 3.00000, 1....\n",
       "4  POLYGON ((0.00000 4.00000, 1.00000 4.00000, 1...."
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from spopt.region.spenclib.utils import lattice\n",
    "\n",
    "hori, vert = 50, 50\n",
    "n_polys = hori * vert\n",
    "gdf = lattice(hori, vert)\n",
    "gdf.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Generate some random attribute data values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.471106Z",
     "start_time": "2022-10-29T17:19:51.455627Z"
    }
   },
   "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>geometry</th>\n",
       "      <th>data_values_1</th>\n",
       "      <th>data_values_2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>POLYGON ((0.00000 0.00000, 1.00000 0.00000, 1....</td>\n",
       "      <td>0.929616</td>\n",
       "      <td>0.510240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>POLYGON ((0.00000 1.00000, 1.00000 1.00000, 1....</td>\n",
       "      <td>0.316376</td>\n",
       "      <td>0.483683</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>POLYGON ((0.00000 2.00000, 1.00000 2.00000, 1....</td>\n",
       "      <td>0.183919</td>\n",
       "      <td>0.686935</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>POLYGON ((0.00000 3.00000, 1.00000 3.00000, 1....</td>\n",
       "      <td>0.204560</td>\n",
       "      <td>0.441431</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>POLYGON ((0.00000 4.00000, 1.00000 4.00000, 1....</td>\n",
       "      <td>0.567725</td>\n",
       "      <td>0.242545</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            geometry  data_values_1  \\\n",
       "0  POLYGON ((0.00000 0.00000, 1.00000 0.00000, 1....       0.929616   \n",
       "1  POLYGON ((0.00000 1.00000, 1.00000 1.00000, 1....       0.316376   \n",
       "2  POLYGON ((0.00000 2.00000, 1.00000 2.00000, 1....       0.183919   \n",
       "3  POLYGON ((0.00000 3.00000, 1.00000 3.00000, 1....       0.204560   \n",
       "4  POLYGON ((0.00000 4.00000, 1.00000 4.00000, 1....       0.567725   \n",
       "\n",
       "   data_values_2  \n",
       "0       0.510240  \n",
       "1       0.483683  \n",
       "2       0.686935  \n",
       "3       0.441431  \n",
       "4       0.242545  "
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "numpy.random.seed(RANDOM_SEED)\n",
    "gdf[\"data_values_1\"] = numpy.random.random(n_polys)\n",
    "gdf[\"data_values_2\"] = numpy.random.random(n_polys)\n",
    "vals = [\"data_values_1\", \"data_values_2\"]\n",
    "gdf.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Split into 2 artifical islands"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:19:51.929713Z",
     "start_time": "2022-10-29T17:19:51.474253Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The weights matrix is not fully connected: \n",
      " There are 2 disconnected components.\n"
     ]
    }
   ],
   "source": [
    "gdf = pandas.concat([gdf[:1300], gdf[1500:]], ignore_index=True)\n",
    "with warnings.catch_warnings():\n",
    "    warnings.filterwarnings(\"error\")\n",
    "    try:\n",
    "        w = libpysal.weights.Rook.from_dataframe(gdf)\n",
    "    except UserWarning as e:\n",
    "        print(e)\n",
    "        with warnings.catch_warnings():\n",
    "            warnings.filterwarnings(\"ignore\")\n",
    "            w = libpysal.weights.Rook.from_dataframe(gdf)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Regionalization\n",
    "\n",
    "Partition into 8 regions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:11.313477Z",
     "start_time": "2022-10-29T17:19:51.932051Z"
    }
   },
   "outputs": [],
   "source": [
    "numpy.random.seed(RANDOM_SEED)\n",
    "model = RegionKMeansHeuristic(gdf[vals].values, 8, w)\n",
    "model.solve()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:11.856698Z",
     "start_time": "2022-10-29T17:20:11.316730Z"
    }
   },
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 813,
       "width": 817
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "gdf[\"reg_k_mean\"] = model.labels_\n",
    "gdf.plot(\n",
    "    column=\"reg_k_mean\", categorical=True, cmap=\"tab20\", figsize=(10, 10), edgecolor=\"w\"\n",
    ");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "------------------------------------------------\n",
    "\n",
    "## 3. Empirical example (empircal geographies & synthetic atttributes)\n",
    "\n",
    "Read in Rio Grande do Sul, Brasil dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:12.176236Z",
     "start_time": "2022-10-29T17:20:11.859382Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example not available: Rio Grande do Sul\n",
      "Example not downloaded: Chicago parcels\n",
      "Example not downloaded: Chile Migration\n",
      "Example not downloaded: Spirals\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<libpysal.examples.base.Example at 0x16ea7d9f0>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "libpysal.examples.load_example(\"Rio Grande do Sul\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:12.587250Z",
     "start_time": "2022-10-29T17:20:12.178629Z"
    }
   },
   "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>NM_MUNICIP</th>\n",
       "      <th>CD_GEOCMU</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ACEGUÁ</td>\n",
       "      <td>4300034</td>\n",
       "      <td>POLYGON ((-54.10940 -31.43316, -54.10889 -31.4...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>ÁGUA SANTA</td>\n",
       "      <td>4300059</td>\n",
       "      <td>POLYGON ((-51.98932 -28.12943, -51.98901 -28.1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AGUDO</td>\n",
       "      <td>4300109</td>\n",
       "      <td>POLYGON ((-53.13696 -29.49483, -53.13481 -29.4...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AJURICABA</td>\n",
       "      <td>4300208</td>\n",
       "      <td>POLYGON ((-53.61993 -28.14569, -53.62100 -28.1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>ALECRIM</td>\n",
       "      <td>4300307</td>\n",
       "      <td>POLYGON ((-54.77813 -27.58372, -54.77307 -27.5...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NM_MUNICIP CD_GEOCMU                                           geometry\n",
       "0      ACEGUÁ   4300034  POLYGON ((-54.10940 -31.43316, -54.10889 -31.4...\n",
       "1  ÁGUA SANTA   4300059  POLYGON ((-51.98932 -28.12943, -51.98901 -28.1...\n",
       "2       AGUDO   4300109  POLYGON ((-53.13696 -29.49483, -53.13481 -29.4...\n",
       "3   AJURICABA   4300208  POLYGON ((-53.61993 -28.14569, -53.62100 -28.1...\n",
       "4     ALECRIM   4300307  POLYGON ((-54.77813 -27.58372, -54.77307 -27.5..."
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rsbr = libpysal.examples.get_path(\"map_RS_BR.shp\")\n",
    "rsbr_gdf = geopandas.read_file(rsbr)\n",
    "rsbr_gdf.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Generate some random attribute data values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:12.608292Z",
     "start_time": "2022-10-29T17:20:12.589739Z"
    }
   },
   "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>NM_MUNICIP</th>\n",
       "      <th>CD_GEOCMU</th>\n",
       "      <th>geometry</th>\n",
       "      <th>attr_1</th>\n",
       "      <th>attr_2</th>\n",
       "      <th>attr_3</th>\n",
       "      <th>attr_4</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ACEGUÁ</td>\n",
       "      <td>4300034</td>\n",
       "      <td>POLYGON ((-54.10940 -31.43316, -54.10889 -31.4...</td>\n",
       "      <td>0.929616</td>\n",
       "      <td>0.990111</td>\n",
       "      <td>0.978448</td>\n",
       "      <td>0.194226</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>ÁGUA SANTA</td>\n",
       "      <td>4300059</td>\n",
       "      <td>POLYGON ((-51.98932 -28.12943, -51.98901 -28.1...</td>\n",
       "      <td>0.316376</td>\n",
       "      <td>0.126155</td>\n",
       "      <td>0.004249</td>\n",
       "      <td>0.245969</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AGUDO</td>\n",
       "      <td>4300109</td>\n",
       "      <td>POLYGON ((-53.13696 -29.49483, -53.13481 -29.4...</td>\n",
       "      <td>0.183919</td>\n",
       "      <td>0.976601</td>\n",
       "      <td>0.559856</td>\n",
       "      <td>0.018801</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AJURICABA</td>\n",
       "      <td>4300208</td>\n",
       "      <td>POLYGON ((-53.61993 -28.14569, -53.62100 -28.1...</td>\n",
       "      <td>0.204560</td>\n",
       "      <td>0.229106</td>\n",
       "      <td>0.751780</td>\n",
       "      <td>0.427996</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>ALECRIM</td>\n",
       "      <td>4300307</td>\n",
       "      <td>POLYGON ((-54.77813 -27.58372, -54.77307 -27.5...</td>\n",
       "      <td>0.567725</td>\n",
       "      <td>0.186056</td>\n",
       "      <td>0.390045</td>\n",
       "      <td>0.179598</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NM_MUNICIP CD_GEOCMU                                           geometry  \\\n",
       "0      ACEGUÁ   4300034  POLYGON ((-54.10940 -31.43316, -54.10889 -31.4...   \n",
       "1  ÁGUA SANTA   4300059  POLYGON ((-51.98932 -28.12943, -51.98901 -28.1...   \n",
       "2       AGUDO   4300109  POLYGON ((-53.13696 -29.49483, -53.13481 -29.4...   \n",
       "3   AJURICABA   4300208  POLYGON ((-53.61993 -28.14569, -53.62100 -28.1...   \n",
       "4     ALECRIM   4300307  POLYGON ((-54.77813 -27.58372, -54.77307 -27.5...   \n",
       "\n",
       "     attr_1    attr_2    attr_3    attr_4  \n",
       "0  0.929616  0.990111  0.978448  0.194226  \n",
       "1  0.316376  0.126155  0.004249  0.245969  \n",
       "2  0.183919  0.976601  0.559856  0.018801  \n",
       "3  0.204560  0.229106  0.751780  0.427996  \n",
       "4  0.567725  0.186056  0.390045  0.179598  "
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "n_polys = rsbr_gdf.shape[0]\n",
    "numpy.random.seed(RANDOM_SEED)\n",
    "attr_cols = [\"attr_1\", \"attr_2\", \"attr_3\", \"attr_4\"]\n",
    "for attr_col in attr_cols:\n",
    "    rsbr_gdf[attr_col] = numpy.random.random(n_polys)\n",
    "rsbr_gdf.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Enforce fuzzy contiguity due to [nonplanar-geometries](https://pysal.org/libpysal/notebooks/weights.html#Handling-nonplanar-geometries)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:12.688416Z",
     "start_time": "2022-10-29T17:20:12.610354Z"
    }
   },
   "outputs": [],
   "source": [
    "rsbr_w = libpysal.weights.fuzzy_contiguity(rsbr_gdf)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Partition into 2 regions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:20.460527Z",
     "start_time": "2022-10-29T17:20:12.691532Z"
    }
   },
   "outputs": [],
   "source": [
    "numpy.random.seed(RANDOM_SEED)\n",
    "model = RegionKMeansHeuristic(rsbr_gdf[attr_cols].values, 2, rsbr_w)\n",
    "model.solve()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-10-29T17:20:21.125372Z",
     "start_time": "2022-10-29T17:20:20.463669Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 622,
       "width": 640
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "rsbr_gdf[\"reg_k_mean\"] = model.labels_\n",
    "rsbr_gdf.plot(\n",
    "    column=\"reg_k_mean\", categorical=True, cmap=\"tab20\", figsize=(8, 8), edgecolor=\"w\"\n",
    ").axis(\"off\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "-----------------"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:py310_spopt]",
   "language": "python",
   "name": "conda-env-py310_spopt-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}