Examples/example_03_vector.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import geokit as gk\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'1.3.0'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gk.__version__"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# VECTOR\n",
    "\n",
    "Vector files contains geometries of one type (points, lines, polygons) and additional data. They are used, to store data with geospacial information.\n",
    "\n",
    "These files are stored in shape-files (*.shp*). \n",
    "A shape file comes with more additional files, which have the same name and different file type which are needed (*.cpg* / *.dbf* / *.prj* / *.shx*). Always store them together (!).\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Example Data**\n",
    "See geokit/geokit/test/data for the 'gadm36_DEU_1'. The shape file is 'gadm36_DEU_1.shp'(Downloaded from gadm.org) and it covers the federal state of Germany. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Read a vector file.\n",
    "Vector files can be loaded with 'gk.vector.extractFeatures(PATH)'. It is stored similar to a pandas dataframe. It has one special column 'geom', where the geometric information are stored."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "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",
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       "    }\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>geom</th>\n",
       "      <th>GID_0</th>\n",
       "      <th>NAME_0</th>\n",
       "      <th>GID_1</th>\n",
       "      <th>NAME_1</th>\n",
       "      <th>VARNAME_1</th>\n",
       "      <th>NL_NAME_1</th>\n",
       "      <th>TYPE_1</th>\n",
       "      <th>ENGTYPE_1</th>\n",
       "      <th>CC_1</th>\n",
       "      <th>HASC_1</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MULTIPOLYGON (((8.70802116 47.6895752,8.707655...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.1_1</td>\n",
       "      <td>Baden-Württemberg</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>08</td>\n",
       "      <td>DE.BW</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>POLYGON ((9.74066353 47.55353546,9.74057579 47...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.2_1</td>\n",
       "      <td>Bayern</td>\n",
       "      <td>Bavaria</td>\n",
       "      <td>None</td>\n",
       "      <td>Freistaat</td>\n",
       "      <td>None</td>\n",
       "      <td>09</td>\n",
       "      <td>DE.BY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>POLYGON ((13.17135715 52.3977623,13.17135334 5...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.3_1</td>\n",
       "      <td>Berlin</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>11</td>\n",
       "      <td>DE.BE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MULTIPOLYGON (((12.26715565 52.2313118,12.2704...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.4_1</td>\n",
       "      <td>Brandenburg</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>12</td>\n",
       "      <td>DE.BR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>MULTIPOLYGON (((8.71142387 53.04463196,8.71033...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.5_1</td>\n",
       "      <td>Bremen</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Freie Hansestadt</td>\n",
       "      <td>State</td>\n",
       "      <td>04</td>\n",
       "      <td>DE.HB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>MULTIPOLYGON (((10.21060085 53.52004623,10.211...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.6_1</td>\n",
       "      <td>Hamburg</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Freie und Hansestadt</td>\n",
       "      <td>State</td>\n",
       "      <td>02</td>\n",
       "      <td>DE.HH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>MULTIPOLYGON (((8.68058777 49.62247086,8.68134...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.7_1</td>\n",
       "      <td>Hessen</td>\n",
       "      <td>Hesse</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>06</td>\n",
       "      <td>DE.HE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>MULTIPOLYGON (((11.4958334 54.03180695,11.4958...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.8_1</td>\n",
       "      <td>Mecklenburg-Vorpommern</td>\n",
       "      <td>Mecklenburg-West Pomerania</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>13</td>\n",
       "      <td>DE.MV</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>MULTIPOLYGON (((6.76194477 53.61875153,6.76194...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.9_1</td>\n",
       "      <td>Niedersachsen</td>\n",
       "      <td>Lower Saxony</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>03</td>\n",
       "      <td>DE.NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>POLYGON ((8.05965614 50.69504166,8.0413866 50....</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.10_1</td>\n",
       "      <td>Nordrhein-Westfalen</td>\n",
       "      <td>North Rhine-Westphalia</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>05</td>\n",
       "      <td>DE.NW</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>POLYGON ((6.6504283 49.54951096,6.65105438 49....</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.11_1</td>\n",
       "      <td>Rheinland-Pfalz</td>\n",
       "      <td>Rhineland-Palatinate</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>07</td>\n",
       "      <td>DE.RP</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>POLYGON ((6.84392643 49.15551376,6.84085464 49...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.12_1</td>\n",
       "      <td>Saarland</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>10</td>\n",
       "      <td>DE.SL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>POLYGON ((14.79049587 50.82408524,14.79012299 ...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.14_1</td>\n",
       "      <td>Sachsen</td>\n",
       "      <td>Saxony</td>\n",
       "      <td>None</td>\n",
       "      <td>Freistaat</td>\n",
       "      <td>State</td>\n",
       "      <td>14</td>\n",
       "      <td>DE.SN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>MULTIPOLYGON (((11.44027328 51.19976044,11.441...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.13_1</td>\n",
       "      <td>Sachsen-Anhalt</td>\n",
       "      <td>Saxony-Anhalt</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>15</td>\n",
       "      <td>DE.ST</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>MULTIPOLYGON (((9.53010368 53.67519379,9.53016...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.15_1</td>\n",
       "      <td>Schleswig-Holstein</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>01</td>\n",
       "      <td>DE.SH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>POLYGON ((11.70222759 50.40244293,11.70159817 ...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.16_1</td>\n",
       "      <td>Thüringen</td>\n",
       "      <td>Thuringia</td>\n",
       "      <td>None</td>\n",
       "      <td>Freistaat</td>\n",
       "      <td>State</td>\n",
       "      <td>16</td>\n",
       "      <td>DE.TH</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                 geom GID_0   NAME_0  \\\n",
       "0   MULTIPOLYGON (((8.70802116 47.6895752,8.707655...   DEU  Germany   \n",
       "1   POLYGON ((9.74066353 47.55353546,9.74057579 47...   DEU  Germany   \n",
       "2   POLYGON ((13.17135715 52.3977623,13.17135334 5...   DEU  Germany   \n",
       "3   MULTIPOLYGON (((12.26715565 52.2313118,12.2704...   DEU  Germany   \n",
       "4   MULTIPOLYGON (((8.71142387 53.04463196,8.71033...   DEU  Germany   \n",
       "5   MULTIPOLYGON (((10.21060085 53.52004623,10.211...   DEU  Germany   \n",
       "6   MULTIPOLYGON (((8.68058777 49.62247086,8.68134...   DEU  Germany   \n",
       "7   MULTIPOLYGON (((11.4958334 54.03180695,11.4958...   DEU  Germany   \n",
       "8   MULTIPOLYGON (((6.76194477 53.61875153,6.76194...   DEU  Germany   \n",
       "9   POLYGON ((8.05965614 50.69504166,8.0413866 50....   DEU  Germany   \n",
       "10  POLYGON ((6.6504283 49.54951096,6.65105438 49....   DEU  Germany   \n",
       "11  POLYGON ((6.84392643 49.15551376,6.84085464 49...   DEU  Germany   \n",
       "12  POLYGON ((14.79049587 50.82408524,14.79012299 ...   DEU  Germany   \n",
       "13  MULTIPOLYGON (((11.44027328 51.19976044,11.441...   DEU  Germany   \n",
       "14  MULTIPOLYGON (((9.53010368 53.67519379,9.53016...   DEU  Germany   \n",
       "15  POLYGON ((11.70222759 50.40244293,11.70159817 ...   DEU  Germany   \n",
       "\n",
       "       GID_1                  NAME_1                   VARNAME_1 NL_NAME_1  \\\n",
       "0    DEU.1_1       Baden-Württemberg                        None      None   \n",
       "1    DEU.2_1                  Bayern                     Bavaria      None   \n",
       "2    DEU.3_1                  Berlin                        None      None   \n",
       "3    DEU.4_1             Brandenburg                        None      None   \n",
       "4    DEU.5_1                  Bremen                        None      None   \n",
       "5    DEU.6_1                 Hamburg                        None      None   \n",
       "6    DEU.7_1                  Hessen                       Hesse      None   \n",
       "7    DEU.8_1  Mecklenburg-Vorpommern  Mecklenburg-West Pomerania      None   \n",
       "8    DEU.9_1           Niedersachsen                Lower Saxony      None   \n",
       "9   DEU.10_1     Nordrhein-Westfalen      North Rhine-Westphalia      None   \n",
       "10  DEU.11_1         Rheinland-Pfalz        Rhineland-Palatinate      None   \n",
       "11  DEU.12_1                Saarland                        None      None   \n",
       "12  DEU.14_1                 Sachsen                      Saxony      None   \n",
       "13  DEU.13_1          Sachsen-Anhalt               Saxony-Anhalt      None   \n",
       "14  DEU.15_1      Schleswig-Holstein                        None      None   \n",
       "15  DEU.16_1               Thüringen                   Thuringia      None   \n",
       "\n",
       "                  TYPE_1 ENGTYPE_1 CC_1 HASC_1  \n",
       "0                   Land     State   08  DE.BW  \n",
       "1              Freistaat      None   09  DE.BY  \n",
       "2                   Land     State   11  DE.BE  \n",
       "3                   Land     State   12  DE.BR  \n",
       "4       Freie Hansestadt     State   04  DE.HB  \n",
       "5   Freie und Hansestadt     State   02  DE.HH  \n",
       "6                   Land     State   06  DE.HE  \n",
       "7                   Land     State   13  DE.MV  \n",
       "8                   Land     State   03  DE.NI  \n",
       "9                   Land     State   05  DE.NW  \n",
       "10                  Land     State   07  DE.RP  \n",
       "11                  Land     State   10  DE.SL  \n",
       "12             Freistaat     State   14  DE.SN  \n",
       "13                  Land     State   15  DE.ST  \n",
       "14                  Land     State   01  DE.SH  \n",
       "15             Freistaat     State   16  DE.TH  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "federal_states_DE = gk.vector.extractFeatures(gk._test_data_[\"gadm36_DEU_1.shp\"])\n",
    "federal_states_DE "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Draw the geoms of the vector-file\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AxHands(ax=<Axes:>, handles=0     [PathPatch19((8.70802, 47.6896) ...), PathPatc...\n",
       "1                 PathPatch2405((9.74066, 47.5535) ...)\n",
       "2                  PathPatch201((13.1714, 52.3978) ...)\n",
       "3     [PathPatch5((12.2672, 52.2313) ...), PathPatch...\n",
       "4     [PathPatch128((8.71142, 53.0446) ...), PathPat...\n",
       "5     [PathPatch219((10.2106, 53.52) ...), PathPatch...\n",
       "6     [PathPatch10((8.68059, 49.6225) ...), PathPatc...\n",
       "7     [PathPatch6((11.4958, 54.0318) ...), PathPatch...\n",
       "8     [PathPatch41((6.76194, 53.6188) ...), PathPatc...\n",
       "9                  PathPatch1426((8.05966, 50.695) ...)\n",
       "10                PathPatch1093((6.65043, 49.5495) ...)\n",
       "11                 PathPatch363((6.84393, 49.1555) ...)\n",
       "12                PathPatch1294((14.7905, 50.8241) ...)\n",
       "13    [PathPatch5((11.4403, 51.1998) ...), PathPatch...\n",
       "14    [PathPatch66((11.2781, 54.4493) ...), PathPatc...\n",
       "15                PathPatch1356((11.7022, 50.4024) ...)\n",
       "dtype: object, cbar=None)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# draw all geoms \n",
    "gk.geom.drawGeoms(federal_states_DE, figsize=(6,6))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# highlight one geom\n",
    "g2 = federal_states_DE.geom.iloc[3]\n",
    "axh = gk.geom.drawGeoms(federal_states_DE, figsize=(6,6))\n",
    "gk.geom.drawGeoms(g2, ax=axh, figsize=(6,6), fc='red')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# use a buffer around the highlighted area with '.Buffer()'\n",
    "g2 = federal_states_DE.geom.iloc[3].Buffer(1)\n",
    "axh = gk.geom.drawGeoms(federal_states_DE, figsize=(6,6))\n",
    "gk.geom.drawGeoms(g2, ax=axh, figsize=(6,6), fc='red')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Export vector file "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'/storage/internal/home/c-winkler/Python/packages/geokit/geokit_dev/Examples/example_file_df.shp'"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Simple vector creation\n",
    "gk.vector.createVector(g2,output='example_file_df.shp' )"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Filtering spatially\n",
    "Example: For a given point filter for the geom in which the point is located. Filter for the federal state which contains the city of Aachen."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "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>geom</th>\n",
       "      <th>GID_0</th>\n",
       "      <th>NAME_0</th>\n",
       "      <th>GID_1</th>\n",
       "      <th>NAME_1</th>\n",
       "      <th>VARNAME_1</th>\n",
       "      <th>NL_NAME_1</th>\n",
       "      <th>TYPE_1</th>\n",
       "      <th>ENGTYPE_1</th>\n",
       "      <th>CC_1</th>\n",
       "      <th>HASC_1</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>POLYGON ((8.05965614 50.69504166,8.0413866 50....</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.10_1</td>\n",
       "      <td>Nordrhein-Westfalen</td>\n",
       "      <td>North Rhine-Westphalia</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>05</td>\n",
       "      <td>DE.NW</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                geom GID_0   NAME_0     GID_1  \\\n",
       "0  POLYGON ((8.05965614 50.69504166,8.0413866 50....   DEU  Germany  DEU.10_1   \n",
       "\n",
       "                NAME_1               VARNAME_1 NL_NAME_1 TYPE_1 ENGTYPE_1  \\\n",
       "0  Nordrhein-Westfalen  North Rhine-Westphalia      None   Land     State   \n",
       "\n",
       "  CC_1 HASC_1  \n",
       "0   05  DE.NW  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Point of Aachen\n",
    "aachen_pt_real = gk.geom.point( (6.083, 50.775), srs=gk.srs.EPSG4326 )\n",
    "\n",
    "# Filter for the federal state containing Aachen\n",
    "federal_states_DE_df_geom_filtered = gk.vector.extractFeatures(gk._test_data_[\"gadm36_DEU_1.shp\"], geom=aachen_pt_real)\n",
    "federal_states_DE_df_geom_filtered"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Draw the federal state\n",
    "gk.drawGeoms(federal_states_DE_df_geom_filtered)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Filtering and clipping spatially\n",
    "Example: Filter for the federal states which overlap with a random box polygon and clip the federal state gemetries to the shape of the input polygon."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "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>geom</th>\n",
       "      <th>GID_0</th>\n",
       "      <th>NAME_0</th>\n",
       "      <th>GID_1</th>\n",
       "      <th>NAME_1</th>\n",
       "      <th>VARNAME_1</th>\n",
       "      <th>NL_NAME_1</th>\n",
       "      <th>TYPE_1</th>\n",
       "      <th>ENGTYPE_1</th>\n",
       "      <th>CC_1</th>\n",
       "      <th>HASC_1</th>\n",
       "      <th>areaShare</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>POLYGON ((9.04122543 50.00000763 0,9.03525352 ...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.2_1</td>\n",
       "      <td>Bayern</td>\n",
       "      <td>Bavaria</td>\n",
       "      <td>None</td>\n",
       "      <td>Freistaat</td>\n",
       "      <td>None</td>\n",
       "      <td>09</td>\n",
       "      <td>DE.BY</td>\n",
       "      <td>0.025930</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>POLYGON ((9.93442822 50.41932678 0,9.93427849 ...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.7_1</td>\n",
       "      <td>Hessen</td>\n",
       "      <td>Hesse</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>06</td>\n",
       "      <td>DE.HE</td>\n",
       "      <td>0.842050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>POLYGON ((9.99879646 51.40369415 0,9.99525547 ...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.9_1</td>\n",
       "      <td>Niedersachsen</td>\n",
       "      <td>Lower Saxony</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>03</td>\n",
       "      <td>DE.NI</td>\n",
       "      <td>0.052680</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>POLYGON ((8.0413866 50.69665527 0,8.03969002 5...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.10_1</td>\n",
       "      <td>Nordrhein-Westfalen</td>\n",
       "      <td>North Rhine-Westphalia</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>05</td>\n",
       "      <td>DE.NW</td>\n",
       "      <td>0.254207</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>MULTIPOLYGON (((8.00022984 50.75508118 0,8.001...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.11_1</td>\n",
       "      <td>Rheinland-Pfalz</td>\n",
       "      <td>Rhineland-Palatinate</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>07</td>\n",
       "      <td>DE.RP</td>\n",
       "      <td>0.016208</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>MULTIPOLYGON (((9.99682236 50.67557526 0,9.996...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.16_1</td>\n",
       "      <td>Thüringen</td>\n",
       "      <td>Thuringia</td>\n",
       "      <td>None</td>\n",
       "      <td>Freistaat</td>\n",
       "      <td>State</td>\n",
       "      <td>16</td>\n",
       "      <td>DE.TH</td>\n",
       "      <td>0.010095</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                geom GID_0   NAME_0     GID_1  \\\n",
       "0  POLYGON ((9.04122543 50.00000763 0,9.03525352 ...   DEU  Germany   DEU.2_1   \n",
       "1  POLYGON ((9.93442822 50.41932678 0,9.93427849 ...   DEU  Germany   DEU.7_1   \n",
       "2  POLYGON ((9.99879646 51.40369415 0,9.99525547 ...   DEU  Germany   DEU.9_1   \n",
       "3  POLYGON ((8.0413866 50.69665527 0,8.03969002 5...   DEU  Germany  DEU.10_1   \n",
       "4  MULTIPOLYGON (((8.00022984 50.75508118 0,8.001...   DEU  Germany  DEU.11_1   \n",
       "5  MULTIPOLYGON (((9.99682236 50.67557526 0,9.996...   DEU  Germany  DEU.16_1   \n",
       "\n",
       "                NAME_1               VARNAME_1 NL_NAME_1     TYPE_1 ENGTYPE_1  \\\n",
       "0               Bayern                 Bavaria      None  Freistaat      None   \n",
       "1               Hessen                   Hesse      None       Land     State   \n",
       "2        Niedersachsen            Lower Saxony      None       Land     State   \n",
       "3  Nordrhein-Westfalen  North Rhine-Westphalia      None       Land     State   \n",
       "4      Rheinland-Pfalz    Rhineland-Palatinate      None       Land     State   \n",
       "5            Thüringen               Thuringia      None  Freistaat     State   \n",
       "\n",
       "  CC_1 HASC_1  areaShare  \n",
       "0   09  DE.BY   0.025930  \n",
       "1   06  DE.HE   0.842050  \n",
       "2   03  DE.NI   0.052680  \n",
       "3   05  DE.NW   0.254207  \n",
       "4   07  DE.RP   0.016208  \n",
       "5   16  DE.TH   0.010095  "
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# instead of the point of Aachen, let us define a random square box between 8-10° lon and 50-52° lat in the center of Germany\n",
    "center_box = gk.geom.box((8, 50, 10, 52), srs=4326)\n",
    "\n",
    "# now extract all \"Bundeslaender\" that overlap with this box AND clip their geometries to the box extent\n",
    "# the parameter 'scaleAttrs' would allow to scale numeric attributes of the states linearly with area share (but we have none in the sample data)\n",
    "federal_states_DE_df_geom_clipped = gk.vector.extractAndClipFeatures(gk._test_data_[\"gadm36_DEU_1.shp\"], geom=center_box, scaleAttrs=None)\n",
    "\n",
    "# we get the expected federal states in the center of Germany\n",
    "# also note the area share of each state area that is contained in the box, Hesse is nearly completely contained\n",
    "federal_states_DE_df_geom_clipped"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plotting the results shows how the province geometries where clipped to our random box polygon shape\n",
    "gk.drawGeoms(federal_states_DE_df_geom_clipped)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plot feature in region\n",
    "Example: Get region from shape file and show feature. Get Aachen region and show wind turbine placements in this region."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "aachen_rm=gk.vector.extractFeatures(gk._test_data_[\"aachenShapefile.shp\"])\n",
    "gk.drawGeoms(aachen_rm, figsize=(5,5), srs=4326)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "turbine_placements = gk.vector.extractFeatures(gk._test_data_[\"turbinePlacements.shp\"])\n",
    "axh = gk.drawGeoms(aachen_rm, figsize=(5,5), srs=4326)\n",
    "gk.drawGeoms(turbine_placements, ax = axh)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get information about the Vector file"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Show information about a vector file."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "COUNT 16\n",
      "SRS GEOGCS[\"WGS 84\",\n",
      "    DATUM[\"WGS_1984\",\n",
      "        SPHEROID[\"WGS 84\",6378137,298.257223563,\n",
      "            AUTHORITY[\"EPSG\",\"7030\"]],\n",
      "        AUTHORITY[\"EPSG\",\"6326\"]],\n",
      "    PRIMEM[\"Greenwich\",0,\n",
      "        AUTHORITY[\"EPSG\",\"8901\"]],\n",
      "    UNIT[\"degree\",0.0174532925199433,\n",
      "        AUTHORITY[\"EPSG\",\"9122\"]],\n",
      "    AXIS[\"Latitude\",NORTH],\n",
      "    AXIS[\"Longitude\",EAST],\n",
      "    AUTHORITY[\"EPSG\",\"4326\"]]\n",
      "ATTRIBUTES ['GID_0', 'NAME_0', 'GID_1', 'NAME_1', 'VARNAME_1', 'NL_NAME_1', 'TYPE_1', 'ENGTYPE_1', 'CC_1', 'HASC_1']\n"
     ]
    }
   ],
   "source": [
    "# Vector info\n",
    "vinfo = gk.vector.vectorInfo(gk._test_data_[\"gadm36_DEU_1.shp\"])\n",
    "print(\"COUNT\", vinfo.count)\n",
    "print(\"SRS\", vinfo.srs)\n",
    "print(\"ATTRIBUTES\", vinfo.attributes)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Show information about points in a shape file."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " , Lon      , Lat\n",
      "0, 5.98520  , 50.79725 \n",
      "1, 5.99469  , 50.79421 \n",
      "2, 5.99411  , 50.80094 \n",
      "3, 6.00475  , 50.78443 \n",
      "4, 6.00417  , 50.79116 \n",
      "...\n",
      "554, 6.32384  , 50.83216 \n",
      "555, 6.32331  , 50.83889 \n",
      "556, 6.32278  , 50.84563 \n",
      "557, 6.33332  , 50.82909 \n",
      "558, 6.33279  , 50.83582 \n",
      "\n"
     ]
    }
   ],
   "source": [
    "# PD point series is okay\n",
    "turbine_placements.geom\n",
    "\n",
    "# numpy array\n",
    "np.array([ (pt.GetX(), pt.GetY()) for pt in turbine_placements.geom])\n",
    "\n",
    "# LocationSet\n",
    "location_set = gk.LocationSet(turbine_placements.geom)\n",
    "print(location_set)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Extract Feature and show information about the filtered data with '.attr'.\n",
    "\n",
    "Example: Filter for the federal state which contains the city of Aachen and show the information."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'GID_0': 'DEU',\n",
       " 'NAME_0': 'Germany',\n",
       " 'GID_1': 'DEU.10_1',\n",
       " 'NAME_1': 'Nordrhein-Westfalen',\n",
       " 'VARNAME_1': 'North Rhine-Westphalia',\n",
       " 'NL_NAME_1': None,\n",
       " 'TYPE_1': 'Land',\n",
       " 'ENGTYPE_1': 'State',\n",
       " 'CC_1': '05',\n",
       " 'HASC_1': 'DE.NW'}"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "aachen_pt_real = gk.geom.point( (6.083, 50.775), srs=gk.srs.EPSG4326 )\n",
    "federal_states_DE_df_geom_filtered = gk.vector.extractFeature(gk._test_data_[\"gadm36_DEU_1.shp\"], geom=aachen_pt_real)\n",
    "federal_states_DE_df_geom_filtered.attr"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Making subregions\n",
    "Making subregions with tileize. Deconstruct a given geometry into a set of tiled geometries.\n",
    "Example for federal state Bavaria."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "9\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tiled_geoms = list(gk.geom.tileize(federal_states_DE.geom.iloc[0], zoom=8))\n",
    "print(len(tiled_geoms))\n",
    "\n",
    "gk.geom.drawGeoms(tiled_geoms, figsize=(6,6))\n",
    "plt.show()\n",
    "\n",
    "# Or use https://mapshaper.org/"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Voronoi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Voronoi\n",
    "aachen_centered_srs = gk.srs.centeredLAEA(6.083, 50.775)\n",
    "aachen_points = [\n",
    "     gk.geom.point(5.6086412456393614e-11, 1.0605099246605318e-09, srs=aachen_centered_srs),\n",
    "     gk.geom.point(5.5966859847770105e-11, 11124.48031893997, srs=aachen_centered_srs),\n",
    "     gk.geom.point(5.584717712977507e-11, 22249.12252108337, srs=aachen_centered_srs),\n",
    "     gk.geom.point(71432.80781956247, -66262.41755972906, srs=aachen_centered_srs),\n",
    "     gk.geom.point(105796.52244980012, 1069.9939140476542, srs=aachen_centered_srs)]\n",
    "\n",
    "\n",
    "gk.geom.drawGeoms(aachen_points, figsize=(6,6))\n",
    "plt.show()\n",
    "\n",
    "# Use function scipy.spatial.Voronoi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "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>geom</th>\n",
       "      <th>GID_0</th>\n",
       "      <th>NAME_0</th>\n",
       "      <th>GID_1</th>\n",
       "      <th>NAME_1</th>\n",
       "      <th>VARNAME_1</th>\n",
       "      <th>NL_NAME_1</th>\n",
       "      <th>TYPE_1</th>\n",
       "      <th>ENGTYPE_1</th>\n",
       "      <th>CC_1</th>\n",
       "      <th>HASC_1</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>POLYGON ((4398502.17663101 2825444.29747721,43...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.1_1</td>\n",
       "      <td>Baden-Württemberg</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>08</td>\n",
       "      <td>DE.BW</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>POLYGON ((4571474.71024872 2876300.01040813,45...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.2_1</td>\n",
       "      <td>Bayern</td>\n",
       "      <td>Bavaria</td>\n",
       "      <td>None</td>\n",
       "      <td>Freistaat</td>\n",
       "      <td>None</td>\n",
       "      <td>09</td>\n",
       "      <td>DE.BY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>POLYGON ((4687445.32670111 3279417.05473998,46...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.3_1</td>\n",
       "      <td>Berlin</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>11</td>\n",
       "      <td>DE.BE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>POLYGON ((4687406.62967122 3276216.21474307,46...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.4_1</td>\n",
       "      <td>Brandenburg</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>12</td>\n",
       "      <td>DE.BR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>POLYGON ((4370767.36023941 3343531.62977978,43...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.5_1</td>\n",
       "      <td>Bremen</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Freie Hansestadt</td>\n",
       "      <td>State</td>\n",
       "      <td>04</td>\n",
       "      <td>DE.HB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>POLYGON ((4454947.63911716 3383942.86010936,44...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.6_1</td>\n",
       "      <td>Hamburg</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Freie und Hansestadt</td>\n",
       "      <td>State</td>\n",
       "      <td>02</td>\n",
       "      <td>DE.HH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>POLYGON ((4393993.60615276 3055118.46532246,43...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.7_1</td>\n",
       "      <td>Hessen</td>\n",
       "      <td>Hesse</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>06</td>\n",
       "      <td>DE.HE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>POLYGON ((4621202.81347589 3414622.42247221,46...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.8_1</td>\n",
       "      <td>Mecklenburg-Vorpommern</td>\n",
       "      <td>Mecklenburg-West Pomerania</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>13</td>\n",
       "      <td>DE.MV</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>POLYGON ((4399247.10847504 3295845.90234923,43...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.9_1</td>\n",
       "      <td>Niedersachsen</td>\n",
       "      <td>Lower Saxony</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>03</td>\n",
       "      <td>DE.NI</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>POLYGON ((4290577.32178673 3152201.93412347,42...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.10_1</td>\n",
       "      <td>Nordrhein-Westfalen</td>\n",
       "      <td>North Rhine-Westphalia</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>05</td>\n",
       "      <td>DE.NW</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>POLYGON ((4281428.62823477 2978059.94127456,42...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.11_1</td>\n",
       "      <td>Rheinland-Pfalz</td>\n",
       "      <td>Rhineland-Palatinate</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>07</td>\n",
       "      <td>DE.RP</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>POLYGON ((4244977.13709376 2919589.99870464,42...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.12_1</td>\n",
       "      <td>Saarland</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>10</td>\n",
       "      <td>DE.SL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>POLYGON ((4695655.04309472 3118274.75326386,46...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.14_1</td>\n",
       "      <td>Sachsen</td>\n",
       "      <td>Saxony</td>\n",
       "      <td>None</td>\n",
       "      <td>Freistaat</td>\n",
       "      <td>State</td>\n",
       "      <td>14</td>\n",
       "      <td>DE.SN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>POLYGON ((4574954.70366724 3217915.49222278,45...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.13_1</td>\n",
       "      <td>Sachsen-Anhalt</td>\n",
       "      <td>Saxony-Anhalt</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>15</td>\n",
       "      <td>DE.ST</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>POLYGON ((4439188.68199957 3454387.04273875,44...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.15_1</td>\n",
       "      <td>Schleswig-Holstein</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Land</td>\n",
       "      <td>State</td>\n",
       "      <td>01</td>\n",
       "      <td>DE.SH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>POLYGON ((4533713.06687209 3092446.94063045,45...</td>\n",
       "      <td>DEU</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU.16_1</td>\n",
       "      <td>Thüringen</td>\n",
       "      <td>Thuringia</td>\n",
       "      <td>None</td>\n",
       "      <td>Freistaat</td>\n",
       "      <td>State</td>\n",
       "      <td>16</td>\n",
       "      <td>DE.TH</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                 geom GID_0   NAME_0  \\\n",
       "0   POLYGON ((4398502.17663101 2825444.29747721,43...   DEU  Germany   \n",
       "1   POLYGON ((4571474.71024872 2876300.01040813,45...   DEU  Germany   \n",
       "2   POLYGON ((4687445.32670111 3279417.05473998,46...   DEU  Germany   \n",
       "3   POLYGON ((4687406.62967122 3276216.21474307,46...   DEU  Germany   \n",
       "4   POLYGON ((4370767.36023941 3343531.62977978,43...   DEU  Germany   \n",
       "5   POLYGON ((4454947.63911716 3383942.86010936,44...   DEU  Germany   \n",
       "6   POLYGON ((4393993.60615276 3055118.46532246,43...   DEU  Germany   \n",
       "7   POLYGON ((4621202.81347589 3414622.42247221,46...   DEU  Germany   \n",
       "8   POLYGON ((4399247.10847504 3295845.90234923,43...   DEU  Germany   \n",
       "9   POLYGON ((4290577.32178673 3152201.93412347,42...   DEU  Germany   \n",
       "10  POLYGON ((4281428.62823477 2978059.94127456,42...   DEU  Germany   \n",
       "11  POLYGON ((4244977.13709376 2919589.99870464,42...   DEU  Germany   \n",
       "12  POLYGON ((4695655.04309472 3118274.75326386,46...   DEU  Germany   \n",
       "13  POLYGON ((4574954.70366724 3217915.49222278,45...   DEU  Germany   \n",
       "14  POLYGON ((4439188.68199957 3454387.04273875,44...   DEU  Germany   \n",
       "15  POLYGON ((4533713.06687209 3092446.94063045,45...   DEU  Germany   \n",
       "\n",
       "       GID_1                  NAME_1                   VARNAME_1 NL_NAME_1  \\\n",
       "0    DEU.1_1       Baden-Württemberg                        None      None   \n",
       "1    DEU.2_1                  Bayern                     Bavaria      None   \n",
       "2    DEU.3_1                  Berlin                        None      None   \n",
       "3    DEU.4_1             Brandenburg                        None      None   \n",
       "4    DEU.5_1                  Bremen                        None      None   \n",
       "5    DEU.6_1                 Hamburg                        None      None   \n",
       "6    DEU.7_1                  Hessen                       Hesse      None   \n",
       "7    DEU.8_1  Mecklenburg-Vorpommern  Mecklenburg-West Pomerania      None   \n",
       "8    DEU.9_1           Niedersachsen                Lower Saxony      None   \n",
       "9   DEU.10_1     Nordrhein-Westfalen      North Rhine-Westphalia      None   \n",
       "10  DEU.11_1         Rheinland-Pfalz        Rhineland-Palatinate      None   \n",
       "11  DEU.12_1                Saarland                        None      None   \n",
       "12  DEU.14_1                 Sachsen                      Saxony      None   \n",
       "13  DEU.13_1          Sachsen-Anhalt               Saxony-Anhalt      None   \n",
       "14  DEU.15_1      Schleswig-Holstein                        None      None   \n",
       "15  DEU.16_1               Thüringen                   Thuringia      None   \n",
       "\n",
       "                  TYPE_1 ENGTYPE_1 CC_1 HASC_1  \n",
       "0                   Land     State   08  DE.BW  \n",
       "1              Freistaat      None   09  DE.BY  \n",
       "2                   Land     State   11  DE.BE  \n",
       "3                   Land     State   12  DE.BR  \n",
       "4       Freie Hansestadt     State   04  DE.HB  \n",
       "5   Freie und Hansestadt     State   02  DE.HH  \n",
       "6                   Land     State   06  DE.HE  \n",
       "7                   Land     State   13  DE.MV  \n",
       "8                   Land     State   03  DE.NI  \n",
       "9                   Land     State   05  DE.NW  \n",
       "10                  Land     State   07  DE.RP  \n",
       "11                  Land     State   10  DE.SL  \n",
       "12             Freistaat     State   14  DE.SN  \n",
       "13                  Land     State   15  DE.ST  \n",
       "14                  Land     State   01  DE.SH  \n",
       "15             Freistaat     State   16  DE.TH  "
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Operating on geom column - Make new file with centroids\n",
    "federal_states_DE_center_df = federal_states_DE.copy(deep=True)\n",
    "\n",
    "def find_centroid(g):\n",
    "    g2 = g.Centroid().Buffer(2)\n",
    "    g2.AssignSpatialReference(g.GetSpatialReference())\n",
    "    g2 = gk.geom.transform(g2, toSRS=gk.srs.EPSG3035)\n",
    "    return g2\n",
    "\n",
    "federal_states_DE_center_df.geom = federal_states_DE.geom.apply( find_centroid )\n",
    "federal_states_DE_center_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'/storage/internal/home/c-winkler/Python/packages/geokit/geokit_dev/Examples/example_centroid_df.shp'"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# save this a new shapefile\n",
    "gk.vector.createVector(federal_states_DE_center_df, output='example_centroid_df.shp')"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### DataFrame to Shapefile\n",
    "\n",
    "Here a pandas dataframe is converted to a shape file. The dataframe can include any number of columns which contain float, interger, or string-representable values. One column must be called 'geom' which defines the geometries.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Choose an srs for the geometries\n",
    "srs = gk.srs.EPSG3035\n",
    "\n",
    "# Create random point geometries\n",
    "geoms = []\n",
    "for i in range(200):\n",
    "    geoms.append( gk.geom.point(np.random.random(2), srs=srs ))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create a DataFrame with collumn called \"geom\" for the geometries\n",
    "df = pd.DataFrame({\"geom\":geoms})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Add Attributes for each geometry\n",
    "size = np.random.randint(100, size=len(geoms))\n",
    "df[\"size\"] = size\n",
    "\n",
    "color = [[\"blue\",\"green\",\"red\",\"yellow\"][i] for i in np.random.randint(4, size=len(geoms))]\n",
    "df[\"color\"] = color"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "      <td>50</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
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       "      <td>54</td>\n",
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       "      <th>2</th>\n",
       "      <td>POINT (0.521765899401118 0.237738175183063 0)</td>\n",
       "      <td>70</td>\n",
       "      <td>green</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>POINT (0.260401208439103 0.494542155718579 0)</td>\n",
       "      <td>25</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>POINT (0.667251186319504 0.989181100065715 0)</td>\n",
       "      <td>68</td>\n",
       "      <td>red</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            geom  size   color\n",
       "0    POINT (0.8057656850059 0.011353649021707 0)    50    blue\n",
       "1  POINT (0.490977180171505 0.434269014972137 0)    54  yellow\n",
       "2  POINT (0.521765899401118 0.237738175183063 0)    70   green\n",
       "3  POINT (0.260401208439103 0.494542155718579 0)    25  yellow\n",
       "4  POINT (0.667251186319504 0.989181100065715 0)    68     red"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Show the table for clarification\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'/storage/internal/home/c-winkler/Python/packages/geokit/geokit_dev/Examples/outputShapeFile.shp'"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Save as a shapefile\n",
    "gk.vector.createVector( df, output=\"outputShapeFile.shp\" )\n"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Dataframe to Geopackage\n",
    "\n",
    "Similarly, pandas DataFrames containing geometry objects can also be saved to geopackages containing multiple layers of geometries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Choose an srs for the geometries\n",
    "srs = gk.srs.EPSG3035\n",
    "\n",
    "# Create random point geometries\n",
    "geoms = []\n",
    "for i in range(200):\n",
    "    geoms.append( gk.geom.point(np.random.random(2), srs=srs ))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create two DataFrames with collumn called \"geom\" for the geometries\n",
    "df_1 = pd.DataFrame({\"geom\":geoms[:100]})\n",
    "df_2 = pd.DataFrame({\"geom\":geoms[100:]})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Add Attributes for each geometry\n",
    "size = np.random.randint(50, size=int(len(geoms)/2))\n",
    "df_1[\"size\"] = size\n",
    "df_2[\"size\"] = size\n",
    "\n",
    "color = [[\"blue\",\"green\",\"red\",\"yellow\"][i] for i in np.random.randint(4, size=int(len(geoms)/2))]\n",
    "df_1[\"color\"] = color\n",
    "df_2[\"color\"] = color"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
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      "text/plain": [
       "                                            geom  size   color\n",
       "0  POINT (0.157951965463824 0.892680845572919 0)    39   green\n",
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       "4  POINT (0.380670447091158 0.930788833400302 0)    46  yellow"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_1.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
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     "execution_count": 30,
     "metadata": {},
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    }
   ],
   "source": [
    "df_2.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/storage/internal/home/c-winkler/Python/packages/geokit/geokit_dev/geokit/core/vector.py:883: UserWarning: Overwriting existing file\n",
      "  warnings.warn(\"Overwriting existing file\")\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'outputGeoPackage.gpkg'"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Save the first DataFrame to a geopackage\n",
    "gk.vector.createVector( df_1, output=\"outputGeoPackage.gpkg\", driverName=\"GPKG\", layerName=\"layer1\")\n",
    "\n",
    "# Save the second DataFrame to the same geopackage without overwriting the first layer\n",
    "gk.vector.createVector( df_1, output=\"outputGeoPackage.gpkg\", driverName=\"GPKG\", layerName=\"layer2\", overwrite=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['layer1', 'layer2']"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Read from the saved geopackage\n",
    "\n",
    "# Check the layer names\n",
    "gk.vector.listLayers(\"outputGeoPackage.gpkg\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Extract the features from the geopackage\n",
    "\n",
    "df_1 = gk.vector.extractFeatures(\"outputGeoPackage.gpkg\", layerName=\"layer1\")\n",
    "df_2 = gk.vector.extractFeatures(\"outputGeoPackage.gpkg\", layerName=\"layer2\")"
   ]
  },
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   "execution_count": 34,
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