{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 42 Draping LineStrings over Digital Elevation Model in PyVista\n",
    "\n",
    "When displaying LineString data in combination with a Digital Elevation Model, it is desired to map LineStrings representing elements such as roads on top of the Digital Elevation Model instead of above or below. Here it is shown how to do that with GemGIS.\n",
    "\n",
    "<img src=\"../images/tutorial42_cover.png\">"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Set File Paths and download Tutorial Data\n",
    "\n",
    "If you downloaded the latest `GemGIS` version from the Github repository, append the path so that the package can be imported successfully. Otherwise, it is recommended to install `GemGIS` via `pip install gemgis` and import `GemGIS` using `import gemgis as gg`. In addition, the file path to the folder where the data is being stored is set. The tutorial data is downloaded using Pooch (https://www.fatiando.org/pooch/latest/index.html) and stored in the specified folder. Use `pip install pooch` if Pooch is not installed on your system yet."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.018Z"
    }
   },
   "outputs": [],
   "source": [
    "import gemgis as gg\n",
    "\n",
    "file_path ='data/42_draping_linestrings_over_dem_in_pyvista/'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.020Z"
    }
   },
   "outputs": [],
   "source": [
    "gg.download_gemgis_data.download_tutorial_data(filename=\"42_draping_linestrings_over_dem_in_pyvista.zip\", dirpath=file_path)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading Mesh and Vector Data\n",
    "\n",
    "The loaded digital elevation model will be used under Datenlizenz Deutschland – Zero – Version 2.0. It was obtained from the WCS Service https://www.wcs.nrw.de/geobasis/wcs_nw_dgm. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.022Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table style='width: 100%;'><tr><th>Header</th><th>Data Arrays</th></tr><tr><td>\n",
       "<table style='width: 100%;'>\n",
       "<tr><th>StructuredGrid</th><th>Information</th></tr>\n",
       "<tr><td>N Cells</td><td>4923561</td></tr>\n",
       "<tr><td>N Points</td><td>4928000</td></tr>\n",
       "<tr><td>X Bounds</td><td>3.228e+07, 3.239e+07</td></tr>\n",
       "<tr><td>Y Bounds</td><td>5.650e+06, 5.760e+06</td></tr>\n",
       "<tr><td>Z Bounds</td><td>-9.627e+01, 4.243e+02</td></tr>\n",
       "<tr><td>Dimensions</td><td>2200, 2240, 1</td></tr>\n",
       "<tr><td>N Arrays</td><td>1</td></tr>\n",
       "</table>\n",
       "\n",
       "</td><td>\n",
       "<table style='width: 100%;'>\n",
       "<tr><th>Name</th><th>Field</th><th>Type</th><th>N Comp</th><th>Min</th><th>Max</th></tr>\n",
       "<tr><td><b>Elevation [m]</b></td><td>Points</td><td>float32</td><td>1</td><td>-9.627e+01</td><td>4.243e+02</td></tr>\n",
       "</table>\n",
       "\n",
       "</td></tr> </table>"
      ],
      "text/plain": [
       "StructuredGrid (0x1c816bec6a0)\n",
       "  N Cells:      4923561\n",
       "  N Points:     4928000\n",
       "  X Bounds:     3.228e+07, 3.239e+07\n",
       "  Y Bounds:     5.650e+06, 5.760e+06\n",
       "  Z Bounds:     -9.627e+01, 4.243e+02\n",
       "  Dimensions:   2200, 2240, 1\n",
       "  N Arrays:     1"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pyvista as pv\n",
    "import rasterio\n",
    "\n",
    "raster = rasterio.open(file_path + 'DEM50_EPSG_4647_clipped.tif')\n",
    "\n",
    "topo = pv.read(file_path + 'topo.vtk')\n",
    "topo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.024Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\ale93371\\Anaconda3\\envs\\pygeomechanical\\lib\\site-packages\\pyvista\\jupyter\\notebook.py:58: UserWarning: Failed to use notebook backend: \n",
      "\n",
      "No module named 'trame'\n",
      "\n",
      "Falling back to a static output.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pyvista as pv\n",
    "\n",
    "sargs = dict(fmt=\"%.0f\", color='black')\n",
    "\n",
    "p = pv.Plotter(notebook=True)\n",
    "\n",
    "# Adding DEM\n",
    "p.add_mesh(topo, scalars='Elevation [m]', cmap='gist_earth', scalar_bar_args=sargs, clim=[-100, 500])\n",
    "\n",
    "p.set_background('white')\n",
    "p.show_grid(color='black')\n",
    "p.set_scale(1,1,10)\n",
    "p.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Creating 3D Line of County Boundary\n",
    "\n",
    "The boundary data was obtained from https://www.opengeodata.nrw.de/produkte/geobasis/vkg/dvg/dvg1/ and will be used under the same license as the Digital Elevation Model."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.026Z"
    }
   },
   "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>ART</th>\n",
       "      <th>GN</th>\n",
       "      <th>KN</th>\n",
       "      <th>STAND</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>R</td>\n",
       "      <td>Düsseldorf</td>\n",
       "      <td>05100000</td>\n",
       "      <td>2020-03-04</td>\n",
       "      <td>POLYGON ((295896.673 5747849.577, 295897.626 5...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  ART          GN        KN       STAND   \n",
       "0   R  Düsseldorf  05100000  2020-03-04  \\\n",
       "\n",
       "                                            geometry  \n",
       "0  POLYGON ((295896.673 5747849.577, 295897.626 5...  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import geopandas as gpd\n",
    "\n",
    "boundary = gpd.read_file(file_path + 'dvg1rbz_nw.shp')\n",
    "boundary = boundary[boundary['GN'] == 'Düsseldorf']\n",
    "boundary.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.028Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "boundary.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Exploding Polygon to LineString\n",
    "\n",
    "The first is to explode the polygon to a LineString using ``explode_polygons(..)``."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.031Z"
    }
   },
   "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>ART</th>\n",
       "      <th>GN</th>\n",
       "      <th>KN</th>\n",
       "      <th>STAND</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>R</td>\n",
       "      <td>Düsseldorf</td>\n",
       "      <td>05100000</td>\n",
       "      <td>2020-03-04</td>\n",
       "      <td>LINESTRING (295896.673 5747849.577, 295897.626...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  ART          GN        KN       STAND   \n",
       "0   R  Düsseldorf  05100000  2020-03-04  \\\n",
       "\n",
       "                                            geometry  \n",
       "0  LINESTRING (295896.673 5747849.577, 295897.626...  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "boundary_line = gg.vector.explode_polygons(gdf=boundary)\n",
    "boundary_line"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.034Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "boundary_line.plot()\n",
    "plt.grid()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Extracting vertices from line\n",
    "\n",
    "The next step is to extract the vertices from this one line using ``extract_xyz(..)``. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.036Z"
    }
   },
   "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>ART</th>\n",
       "      <th>GN</th>\n",
       "      <th>KN</th>\n",
       "      <th>STAND</th>\n",
       "      <th>geometry</th>\n",
       "      <th>X</th>\n",
       "      <th>Y</th>\n",
       "      <th>Z</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>R</td>\n",
       "      <td>Düsseldorf</td>\n",
       "      <td>05100000</td>\n",
       "      <td>2020-03-04</td>\n",
       "      <td>POINT (32295896.673 5747849.577)</td>\n",
       "      <td>32295896.67</td>\n",
       "      <td>5747849.58</td>\n",
       "      <td>11.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>R</td>\n",
       "      <td>Düsseldorf</td>\n",
       "      <td>05100000</td>\n",
       "      <td>2020-03-04</td>\n",
       "      <td>POINT (32295897.626 5747850.839)</td>\n",
       "      <td>32295897.63</td>\n",
       "      <td>5747850.84</td>\n",
       "      <td>11.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>R</td>\n",
       "      <td>Düsseldorf</td>\n",
       "      <td>05100000</td>\n",
       "      <td>2020-03-04</td>\n",
       "      <td>POINT (32295943.179 5747880.192)</td>\n",
       "      <td>32295943.18</td>\n",
       "      <td>5747880.19</td>\n",
       "      <td>11.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>R</td>\n",
       "      <td>Düsseldorf</td>\n",
       "      <td>05100000</td>\n",
       "      <td>2020-03-04</td>\n",
       "      <td>POINT (32295959.070 5747891.749)</td>\n",
       "      <td>32295959.07</td>\n",
       "      <td>5747891.75</td>\n",
       "      <td>11.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>R</td>\n",
       "      <td>Düsseldorf</td>\n",
       "      <td>05100000</td>\n",
       "      <td>2020-03-04</td>\n",
       "      <td>POINT (32295975.984 5747906.266)</td>\n",
       "      <td>32295975.98</td>\n",
       "      <td>5747906.27</td>\n",
       "      <td>11.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27446</th>\n",
       "      <td>R</td>\n",
       "      <td>Düsseldorf</td>\n",
       "      <td>05100000</td>\n",
       "      <td>2020-03-04</td>\n",
       "      <td>POINT (32295802.571 5747693.901)</td>\n",
       "      <td>32295802.57</td>\n",
       "      <td>5747693.90</td>\n",
       "      <td>11.58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27447</th>\n",
       "      <td>R</td>\n",
       "      <td>Düsseldorf</td>\n",
       "      <td>05100000</td>\n",
       "      <td>2020-03-04</td>\n",
       "      <td>POINT (32295840.751 5747767.801)</td>\n",
       "      <td>32295840.75</td>\n",
       "      <td>5747767.80</td>\n",
       "      <td>11.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27448</th>\n",
       "      <td>R</td>\n",
       "      <td>Düsseldorf</td>\n",
       "      <td>05100000</td>\n",
       "      <td>2020-03-04</td>\n",
       "      <td>POINT (32295857.959 5747796.720)</td>\n",
       "      <td>32295857.96</td>\n",
       "      <td>5747796.72</td>\n",
       "      <td>11.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27449</th>\n",
       "      <td>R</td>\n",
       "      <td>Düsseldorf</td>\n",
       "      <td>05100000</td>\n",
       "      <td>2020-03-04</td>\n",
       "      <td>POINT (32295870.009 5747814.641)</td>\n",
       "      <td>32295870.01</td>\n",
       "      <td>5747814.64</td>\n",
       "      <td>11.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27450</th>\n",
       "      <td>R</td>\n",
       "      <td>Düsseldorf</td>\n",
       "      <td>05100000</td>\n",
       "      <td>2020-03-04</td>\n",
       "      <td>POINT (32295896.673 5747849.577)</td>\n",
       "      <td>32295896.67</td>\n",
       "      <td>5747849.58</td>\n",
       "      <td>11.49</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>27451 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ART          GN        KN       STAND                          geometry   \n",
       "0       R  Düsseldorf  05100000  2020-03-04  POINT (32295896.673 5747849.577)  \\\n",
       "1       R  Düsseldorf  05100000  2020-03-04  POINT (32295897.626 5747850.839)   \n",
       "2       R  Düsseldorf  05100000  2020-03-04  POINT (32295943.179 5747880.192)   \n",
       "3       R  Düsseldorf  05100000  2020-03-04  POINT (32295959.070 5747891.749)   \n",
       "4       R  Düsseldorf  05100000  2020-03-04  POINT (32295975.984 5747906.266)   \n",
       "...    ..         ...       ...         ...                               ...   \n",
       "27446   R  Düsseldorf  05100000  2020-03-04  POINT (32295802.571 5747693.901)   \n",
       "27447   R  Düsseldorf  05100000  2020-03-04  POINT (32295840.751 5747767.801)   \n",
       "27448   R  Düsseldorf  05100000  2020-03-04  POINT (32295857.959 5747796.720)   \n",
       "27449   R  Düsseldorf  05100000  2020-03-04  POINT (32295870.009 5747814.641)   \n",
       "27450   R  Düsseldorf  05100000  2020-03-04  POINT (32295896.673 5747849.577)   \n",
       "\n",
       "                X          Y     Z  \n",
       "0     32295896.67 5747849.58 11.49  \n",
       "1     32295897.63 5747850.84 11.56  \n",
       "2     32295943.18 5747880.19 11.44  \n",
       "3     32295959.07 5747891.75 11.70  \n",
       "4     32295975.98 5747906.27 11.55  \n",
       "...           ...        ...   ...  \n",
       "27446 32295802.57 5747693.90 11.58  \n",
       "27447 32295840.75 5747767.80 11.44  \n",
       "27448 32295857.96 5747796.72 11.65  \n",
       "27449 32295870.01 5747814.64 11.49  \n",
       "27450 32295896.67 5747849.58 11.49  \n",
       "\n",
       "[27451 rows x 8 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "boundary_points = gg.vector.extract_xyz(gdf=boundary_line, dem=raster, target_crs='EPSG:4647')\n",
    "boundary_points"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Creating LineString with Z component\n",
    "\n",
    "A LineString with a Z component can be created using ``create_linestring_from_xyz_points(..)``."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.038Z"
    }
   },
   "outputs": [
    {
     "data": {
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      ],
      "text/plain": [
       "<LINESTRING Z (32295896.673 5747849.577 11.49, 32295897.626 5747850.839 11.5...>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "boundary_line_z = gg.vector.create_linestring_from_xyz_points(points=boundary_points)\n",
    "boundary_line_z"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Creating GeoDataFrame from LineString "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.041Z"
    }
   },
   "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>LINESTRING Z (32295896.673 5747849.577 11.490,...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            geometry\n",
       "0  LINESTRING Z (32295896.673 5747849.577 11.490,..."
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gdf_boundary = gpd.GeoDataFrame(geometry=[boundary_line_z])\n",
    "gdf_boundary"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Creating 3D Lines\n",
    "\n",
    "The last step is to create the 3D lines and return the data as PyVista PolyData.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.044Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table style='width: 100%;'><tr><th>Header</th><th>Data Arrays</th></tr><tr><td>\n",
       "<table style='width: 100%;'>\n",
       "<tr><th>PolyData</th><th>Information</th></tr>\n",
       "<tr><td>N Cells</td><td>1</td></tr>\n",
       "<tr><td>N Points</td><td>27451</td></tr>\n",
       "<tr><td>N Strips</td><td>0</td></tr>\n",
       "<tr><td>X Bounds</td><td>3.229e+07, 3.238e+07</td></tr>\n",
       "<tr><td>Y Bounds</td><td>5.654e+06, 5.754e+06</td></tr>\n",
       "<tr><td>Z Bounds</td><td>-4.745e+01, 3.433e+02</td></tr>\n",
       "<tr><td>N Arrays</td><td>1</td></tr>\n",
       "</table>\n",
       "\n",
       "</td><td>\n",
       "<table style='width: 100%;'>\n",
       "<tr><th>Name</th><th>Field</th><th>Type</th><th>N Comp</th><th>Min</th><th>Max</th></tr>\n",
       "<tr><td>Label</td><td>Cells</td><td><U27</td><td>1</td><td>nan</td><td>nan</td></tr>\n",
       "</table>\n",
       "\n",
       "</td></tr> </table>"
      ],
      "text/plain": [
       "PolyData (0x1c825a43e80)\n",
       "  N Cells:    1\n",
       "  N Points:   27451\n",
       "  N Strips:   0\n",
       "  X Bounds:   3.229e+07, 3.238e+07\n",
       "  Y Bounds:   5.654e+06, 5.754e+06\n",
       "  Z Bounds:   -4.745e+01, 3.433e+02\n",
       "  N Arrays:   1"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "boundary_pv = gg.visualization.create_lines_3d_polydata(gdf=gdf_boundary)\n",
    "boundary_pv['Label'] = ['Regierungsbezirk Dusseldorf']\n",
    "boundary_pv"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Creating 3D lines of Faults\n",
    "\n",
    "The same workflow can be applied to a dataset with multiple LineStrings. In this case the faults that were mapped in the area. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.047Z"
    }
   },
   "outputs": [],
   "source": [
    "bbox = (32250000, 5650000, 32390000, 5760000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.049Z"
    }
   },
   "outputs": [
    {
     "data": {
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       "      <th>ST_ART_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>DIP_3D</th>\n",
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       "      <th>STOE_TOP_H</th>\n",
       "      <th>STOE_BASIS</th>\n",
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       "      <th>0</th>\n",
       "      <td>52.00</td>\n",
       "      <td>52</td>\n",
       "      <td>Störung040_Quadrather Sprung_SW</td>\n",
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       "      <td>Quadrather Sprung</td>\n",
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       "      <td>regionale Bedeutung</td>\n",
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       "      <td>Tertiaer_b/Praeperm_t/Karbon_t</td>\n",
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       "      <td>Erft Scholle RWE Projekt 2015</td>\n",
       "      <td>Sandberg Sprung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>62.50</td>\n",
       "      <td>überregionale Bedeutung</td>\n",
       "      <td>DGM</td>\n",
       "      <td>Tertiaer_b/Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3242.54</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3242.54</td>\n",
       "      <td>LINESTRING (32331619.679 5651276.996, 32331513...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>101.00</td>\n",
       "      <td>101</td>\n",
       "      <td>Störung069_Bedburger Sprung_NE</td>\n",
       "      <td>Erft Scholle RWE Projekt 2015</td>\n",
       "      <td>Bedburger Sprung</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>62.50</td>\n",
       "      <td>lokale Bedeutung</td>\n",
       "      <td>DGM</td>\n",
       "      <td>Tertiaer_b/Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6404.51</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6404.51</td>\n",
       "      <td>LINESTRING (32333471.001 5648319.956, 32333423...</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>102.00</td>\n",
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       "      <td>Störung070_Bedburger Sprung 1_NE</td>\n",
       "      <td>Erft Scholle RWE Projekt 2015</td>\n",
       "      <td>Bedburger Sprung</td>\n",
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       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>DGM</td>\n",
       "      <td>Tertiaer_b/Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1656.99</td>\n",
       "      <td>LINESTRING (32332714.438 5649401.541, 32332618...</td>\n",
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       "<p>5 rows × 47 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   OBJECTID_1  OBJECTID_2                           Layer_Name   \n",
       "0       52.00          52      Störung040_Quadrather Sprung_SW  \\\n",
       "1       99.00          99  Störung067_Peringshofer Sprung 1_NE   \n",
       "2      100.00         100        Störung068_Sandberg Sprung_NE   \n",
       "3      101.00         101       Störung069_Bedburger Sprung_NE   \n",
       "4      102.00         102     Störung070_Bedburger Sprung 1_NE   \n",
       "\n",
       "                          Quelle              ST_NAME  OBJECTID  Id   \n",
       "0  Erft Scholle RWE Projekt 2015    Quadrather Sprung         0   0  \\\n",
       "1  Erft Scholle RWE Projekt 2015  Peringshofer Sprung         0   0   \n",
       "2  Erft Scholle RWE Projekt 2015      Sandberg Sprung         0   0   \n",
       "3  Erft Scholle RWE Projekt 2015     Bedburger Sprung         0   0   \n",
       "4  Erft Scholle RWE Projekt 2015     Bedburger Sprung         0   0   \n",
       "\n",
       "   ssymbol_QB  ST_NR  ST_ART_ID  ...  DIP_3D               STOE_UEB_3   \n",
       "0         NaN   0.00          0  ...   62.50      regionale Bedeutung  \\\n",
       "1         NaN   0.00          0  ...   62.50         lokale Bedeutung   \n",
       "2         NaN   0.00          0  ...   62.50  überregionale Bedeutung   \n",
       "3         NaN   0.00          0  ...   62.50         lokale Bedeutung   \n",
       "4         NaN   0.00          0  ...   62.50         lokale Bedeutung   \n",
       "\n",
       "   STOE_TOP_H                      STOE_BASIS  ST_ART_3D  Shape_Le_2   \n",
       "0         DGM  Tertiaer_b/Praeperm_t/Karbon_t        NaN     9317.89  \\\n",
       "1         DGM  Tertiaer_b/Praeperm_t/Karbon_t        NaN     3304.34   \n",
       "2         DGM  Tertiaer_b/Praeperm_t/Karbon_t        NaN     3242.54   \n",
       "3         DGM  Tertiaer_b/Praeperm_t/Karbon_t        NaN     6404.51   \n",
       "4         DGM  Tertiaer_b/Praeperm_t/Karbon_t        NaN     1656.99   \n",
       "\n",
       "   Versatz_TB  Doku_Versa Shape_Le_3   \n",
       "0        0.00         NaN    9317.89  \\\n",
       "1        0.00         NaN    3304.34   \n",
       "2        0.00         NaN    3242.54   \n",
       "3        0.00         NaN    6404.51   \n",
       "4        0.00         NaN    1656.99   \n",
       "\n",
       "                                            geometry  \n",
       "0  LINESTRING (32338164.037 5644376.205, 32338092...  \n",
       "1  LINESTRING (32332455.392 5650412.839, 32332407...  \n",
       "2  LINESTRING (32331619.679 5651276.996, 32331513...  \n",
       "3  LINESTRING (32333471.001 5648319.956, 32333423...  \n",
       "4  LINESTRING (32332714.438 5649401.541, 32332618...  \n",
       "\n",
       "[5 rows x 47 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "faults = gpd.read_file(file_path + 'gg_nrw_geotekst_l.shp', bbox=bbox)\n",
    "faults.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.051Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "faults.plot()\n",
    "plt.grid()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Extracting vertices from line\n",
    "\n",
    "The vertices will be extracted from the lines again. Here, it is important to NOT reset the index of the resulting GeoDataFrame!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.054Z"
    }
   },
   "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></th>\n",
       "      <th>OBJECTID_1</th>\n",
       "      <th>OBJECTID_2</th>\n",
       "      <th>Layer_Name</th>\n",
       "      <th>Quelle</th>\n",
       "      <th>ST_NAME</th>\n",
       "      <th>OBJECTID</th>\n",
       "      <th>Id</th>\n",
       "      <th>ssymbol_QB</th>\n",
       "      <th>ST_NR</th>\n",
       "      <th>ST_ART_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>STOE_BASIS</th>\n",
       "      <th>ST_ART_3D</th>\n",
       "      <th>Shape_Le_2</th>\n",
       "      <th>Versatz_TB</th>\n",
       "      <th>Doku_Versa</th>\n",
       "      <th>Shape_Le_3</th>\n",
       "      <th>geometry</th>\n",
       "      <th>X</th>\n",
       "      <th>Y</th>\n",
       "      <th>Z</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">0</th>\n",
       "      <th>0</th>\n",
       "      <td>52.00</td>\n",
       "      <td>52</td>\n",
       "      <td>Störung040_Quadrather Sprung_SW</td>\n",
       "      <td>Erft Scholle RWE Projekt 2015</td>\n",
       "      <td>Quadrather Sprung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>Tertiaer_b/Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9317.89</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9317.89</td>\n",
       "      <td>POINT (32338164.037 5644376.205)</td>\n",
       "      <td>32338164.04</td>\n",
       "      <td>5644376.20</td>\n",
       "      <td>9999.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>52.00</td>\n",
       "      <td>52</td>\n",
       "      <td>Störung040_Quadrather Sprung_SW</td>\n",
       "      <td>Erft Scholle RWE Projekt 2015</td>\n",
       "      <td>Quadrather Sprung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>Tertiaer_b/Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9317.89</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9317.89</td>\n",
       "      <td>POINT (32338092.156 5644454.183)</td>\n",
       "      <td>32338092.16</td>\n",
       "      <td>5644454.18</td>\n",
       "      <td>9999.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>52.00</td>\n",
       "      <td>52</td>\n",
       "      <td>Störung040_Quadrather Sprung_SW</td>\n",
       "      <td>Erft Scholle RWE Projekt 2015</td>\n",
       "      <td>Quadrather Sprung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>Tertiaer_b/Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9317.89</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9317.89</td>\n",
       "      <td>POINT (32338020.275 5644532.162)</td>\n",
       "      <td>32338020.28</td>\n",
       "      <td>5644532.16</td>\n",
       "      <td>9999.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>52.00</td>\n",
       "      <td>52</td>\n",
       "      <td>Störung040_Quadrather Sprung_SW</td>\n",
       "      <td>Erft Scholle RWE Projekt 2015</td>\n",
       "      <td>Quadrather Sprung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>Tertiaer_b/Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9317.89</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9317.89</td>\n",
       "      <td>POINT (32337976.168 5644579.490)</td>\n",
       "      <td>32337976.17</td>\n",
       "      <td>5644579.49</td>\n",
       "      <td>9999.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>52.00</td>\n",
       "      <td>52</td>\n",
       "      <td>Störung040_Quadrather Sprung_SW</td>\n",
       "      <td>Erft Scholle RWE Projekt 2015</td>\n",
       "      <td>Quadrather Sprung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>Tertiaer_b/Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9317.89</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9317.89</td>\n",
       "      <td>POINT (32337847.430 5644717.324)</td>\n",
       "      <td>32337847.43</td>\n",
       "      <td>5644717.32</td>\n",
       "      <td>9999.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 50 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     OBJECTID_1  OBJECTID_2                       Layer_Name   \n",
       "0 0       52.00          52  Störung040_Quadrather Sprung_SW  \\\n",
       "  0       52.00          52  Störung040_Quadrather Sprung_SW   \n",
       "  0       52.00          52  Störung040_Quadrather Sprung_SW   \n",
       "  0       52.00          52  Störung040_Quadrather Sprung_SW   \n",
       "  0       52.00          52  Störung040_Quadrather Sprung_SW   \n",
       "\n",
       "                            Quelle            ST_NAME  OBJECTID  Id   \n",
       "0 0  Erft Scholle RWE Projekt 2015  Quadrather Sprung         0   0  \\\n",
       "  0  Erft Scholle RWE Projekt 2015  Quadrather Sprung         0   0   \n",
       "  0  Erft Scholle RWE Projekt 2015  Quadrather Sprung         0   0   \n",
       "  0  Erft Scholle RWE Projekt 2015  Quadrather Sprung         0   0   \n",
       "  0  Erft Scholle RWE Projekt 2015  Quadrather Sprung         0   0   \n",
       "\n",
       "     ssymbol_QB  ST_NR  ST_ART_ID  ...                      STOE_BASIS   \n",
       "0 0         NaN   0.00          0  ...  Tertiaer_b/Praeperm_t/Karbon_t  \\\n",
       "  0         NaN   0.00          0  ...  Tertiaer_b/Praeperm_t/Karbon_t   \n",
       "  0         NaN   0.00          0  ...  Tertiaer_b/Praeperm_t/Karbon_t   \n",
       "  0         NaN   0.00          0  ...  Tertiaer_b/Praeperm_t/Karbon_t   \n",
       "  0         NaN   0.00          0  ...  Tertiaer_b/Praeperm_t/Karbon_t   \n",
       "\n",
       "     ST_ART_3D  Shape_Le_2  Versatz_TB  Doku_Versa  Shape_Le_3   \n",
       "0 0        NaN     9317.89        0.00         NaN     9317.89  \\\n",
       "  0        NaN     9317.89        0.00         NaN     9317.89   \n",
       "  0        NaN     9317.89        0.00         NaN     9317.89   \n",
       "  0        NaN     9317.89        0.00         NaN     9317.89   \n",
       "  0        NaN     9317.89        0.00         NaN     9317.89   \n",
       "\n",
       "                             geometry           X          Y       Z  \n",
       "0 0  POINT (32338164.037 5644376.205) 32338164.04 5644376.20 9999.00  \n",
       "  0  POINT (32338092.156 5644454.183) 32338092.16 5644454.18 9999.00  \n",
       "  0  POINT (32338020.275 5644532.162) 32338020.28 5644532.16 9999.00  \n",
       "  0  POINT (32337976.168 5644579.490) 32337976.17 5644579.49 9999.00  \n",
       "  0  POINT (32337847.430 5644717.324) 32337847.43 5644717.32 9999.00  \n",
       "\n",
       "[5 rows x 50 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "faults = faults[faults.is_valid]\n",
    "faults = faults[~faults.is_empty]\n",
    "faults = faults.explode().reset_index(drop=True)\n",
    "faults_xyz = gg.vector.extract_xyz(gdf=faults, dem=raster, reset_index=False)\n",
    "faults_xyz.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Creating LineStrings with Z component\n",
    "\n",
    "As before, LineStrings with Z components will be created. This time, the function ``create_linestrings_from_xyz_points(..)`` is used. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.056Z"
    }
   },
   "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>OBJECTID_1</th>\n",
       "      <th>OBJECTID_2</th>\n",
       "      <th>Layer_Name</th>\n",
       "      <th>Quelle</th>\n",
       "      <th>ST_NAME</th>\n",
       "      <th>OBJECTID</th>\n",
       "      <th>Id</th>\n",
       "      <th>ssymbol_QB</th>\n",
       "      <th>ST_NR</th>\n",
       "      <th>ST_ART_ID</th>\n",
       "      <th>...</th>\n",
       "      <th>DIP_3D</th>\n",
       "      <th>STOE_UEB_3</th>\n",
       "      <th>STOE_TOP_H</th>\n",
       "      <th>STOE_BASIS</th>\n",
       "      <th>ST_ART_3D</th>\n",
       "      <th>Shape_Le_2</th>\n",
       "      <th>Versatz_TB</th>\n",
       "      <th>Doku_Versa</th>\n",
       "      <th>Shape_Le_3</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>52.00</td>\n",
       "      <td>52</td>\n",
       "      <td>Störung040_Quadrather Sprung_SW</td>\n",
       "      <td>Erft Scholle RWE Projekt 2015</td>\n",
       "      <td>Quadrather Sprung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>62.50</td>\n",
       "      <td>regionale Bedeutung</td>\n",
       "      <td>DGM</td>\n",
       "      <td>Tertiaer_b/Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9317.89</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9317.89</td>\n",
       "      <td>LINESTRING Z (32332790.835 5650048.917 83.820,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>99.00</td>\n",
       "      <td>99</td>\n",
       "      <td>Störung067_Peringshofer Sprung 1_NE</td>\n",
       "      <td>Erft Scholle RWE Projekt 2015</td>\n",
       "      <td>Peringshofer Sprung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>62.50</td>\n",
       "      <td>lokale Bedeutung</td>\n",
       "      <td>DGM</td>\n",
       "      <td>Tertiaer_b/Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3304.34</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3304.34</td>\n",
       "      <td>LINESTRING Z (32332455.392 5650412.839 69.640,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>100.00</td>\n",
       "      <td>100</td>\n",
       "      <td>Störung068_Sandberg Sprung_NE</td>\n",
       "      <td>Erft Scholle RWE Projekt 2015</td>\n",
       "      <td>Sandberg Sprung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>62.50</td>\n",
       "      <td>überregionale Bedeutung</td>\n",
       "      <td>DGM</td>\n",
       "      <td>Tertiaer_b/Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3242.54</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3242.54</td>\n",
       "      <td>LINESTRING Z (32331619.679 5651276.996 54.820,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>101.00</td>\n",
       "      <td>101</td>\n",
       "      <td>Störung069_Bedburger Sprung_NE</td>\n",
       "      <td>Erft Scholle RWE Projekt 2015</td>\n",
       "      <td>Bedburger Sprung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>62.50</td>\n",
       "      <td>lokale Bedeutung</td>\n",
       "      <td>DGM</td>\n",
       "      <td>Tertiaer_b/Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6404.51</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6404.51</td>\n",
       "      <td>LINESTRING Z (32331896.183 5650024.802 69.040,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>102.00</td>\n",
       "      <td>102</td>\n",
       "      <td>Störung070_Bedburger Sprung 1_NE</td>\n",
       "      <td>Erft Scholle RWE Projekt 2015</td>\n",
       "      <td>Bedburger Sprung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>62.50</td>\n",
       "      <td>lokale Bedeutung</td>\n",
       "      <td>DGM</td>\n",
       "      <td>Tertiaer_b/Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1656.99</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1656.99</td>\n",
       "      <td>LINESTRING Z (32331991.560 5650081.463 69.630,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1510</th>\n",
       "      <td>13323.00</td>\n",
       "      <td>13324</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3DLandesmodell</td>\n",
       "      <td>Hervester Sprung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>79.00</td>\n",
       "      <td>überregionale Bedeutung</td>\n",
       "      <td>Oberkreide_b</td>\n",
       "      <td>Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>32201.82</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>32201.82</td>\n",
       "      <td>LINESTRING Z (32372522.961 5716737.961 46.730,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1511</th>\n",
       "      <td>13324.00</td>\n",
       "      <td>13325</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3DLandesmodell</td>\n",
       "      <td>Tertius Sprung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>80.00</td>\n",
       "      <td>überregionale Bedeutung</td>\n",
       "      <td>Oberkreide_b</td>\n",
       "      <td>Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>45355.26</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>45355.26</td>\n",
       "      <td>LINESTRING Z (32386330.289 5705646.290 88.140,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1512</th>\n",
       "      <td>13325.00</td>\n",
       "      <td>13326</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3DLandesmodell</td>\n",
       "      <td>Rhader Stoerung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>83.00</td>\n",
       "      <td>überregionale Bedeutung</td>\n",
       "      <td>Oberkreide_b</td>\n",
       "      <td>Praeperm_t/Karbon_t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>50431.89</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>50431.89</td>\n",
       "      <td>LINESTRING Z (32365258.965 5733746.961 52.790,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1513</th>\n",
       "      <td>13331.00</td>\n",
       "      <td>13332</td>\n",
       "      <td>NaN</td>\n",
       "      <td>isgk100</td>\n",
       "      <td>Bergische Überschiebung</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>80.00</td>\n",
       "      <td>lokale Bedeutung</td>\n",
       "      <td>DGM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Abschiebung</td>\n",
       "      <td>627.73</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>627.73</td>\n",
       "      <td>LINESTRING Z (32372730.326 5650769.467 181.760...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1514</th>\n",
       "      <td>13333.00</td>\n",
       "      <td>13334</td>\n",
       "      <td>NaN</td>\n",
       "      <td>gk25_4707_Mettmann_Preußenkarte_Schriiver</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>regionale Bedeutung</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7815.04</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7815.04</td>\n",
       "      <td>LINESTRING Z (32357075.547 5675077.272 82.920,...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1515 rows × 47 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      OBJECTID_1  OBJECTID_2                           Layer_Name   \n",
       "0          52.00          52      Störung040_Quadrather Sprung_SW  \\\n",
       "1          99.00          99  Störung067_Peringshofer Sprung 1_NE   \n",
       "2         100.00         100        Störung068_Sandberg Sprung_NE   \n",
       "3         101.00         101       Störung069_Bedburger Sprung_NE   \n",
       "4         102.00         102     Störung070_Bedburger Sprung 1_NE   \n",
       "...          ...         ...                                  ...   \n",
       "1510    13323.00       13324                                  NaN   \n",
       "1511    13324.00       13325                                  NaN   \n",
       "1512    13325.00       13326                                  NaN   \n",
       "1513    13331.00       13332                                  NaN   \n",
       "1514    13333.00       13334                                  NaN   \n",
       "\n",
       "                                         Quelle                  ST_NAME   \n",
       "0                 Erft Scholle RWE Projekt 2015        Quadrather Sprung  \\\n",
       "1                 Erft Scholle RWE Projekt 2015      Peringshofer Sprung   \n",
       "2                 Erft Scholle RWE Projekt 2015          Sandberg Sprung   \n",
       "3                 Erft Scholle RWE Projekt 2015         Bedburger Sprung   \n",
       "4                 Erft Scholle RWE Projekt 2015         Bedburger Sprung   \n",
       "...                                         ...                      ...   \n",
       "1510                             3DLandesmodell         Hervester Sprung   \n",
       "1511                             3DLandesmodell           Tertius Sprung   \n",
       "1512                             3DLandesmodell          Rhader Stoerung   \n",
       "1513                                    isgk100  Bergische Überschiebung   \n",
       "1514  gk25_4707_Mettmann_Preußenkarte_Schriiver                      NaN   \n",
       "\n",
       "      OBJECTID  Id  ssymbol_QB  ST_NR  ST_ART_ID  ...  DIP_3D   \n",
       "0            0   0         NaN   0.00          0  ...   62.50  \\\n",
       "1            0   0         NaN   0.00          0  ...   62.50   \n",
       "2            0   0         NaN   0.00          0  ...   62.50   \n",
       "3            0   0         NaN   0.00          0  ...   62.50   \n",
       "4            0   0         NaN   0.00          0  ...   62.50   \n",
       "...        ...  ..         ...    ...        ...  ...     ...   \n",
       "1510         0   0         NaN   0.00          0  ...   79.00   \n",
       "1511         0   0         NaN   0.00          0  ...   80.00   \n",
       "1512         0   0         NaN   0.00          0  ...   83.00   \n",
       "1513         0   0         NaN   0.00          0  ...   80.00   \n",
       "1514         0   0         NaN   0.00          0  ...    0.00   \n",
       "\n",
       "                   STOE_UEB_3    STOE_TOP_H                      STOE_BASIS   \n",
       "0         regionale Bedeutung           DGM  Tertiaer_b/Praeperm_t/Karbon_t  \\\n",
       "1            lokale Bedeutung           DGM  Tertiaer_b/Praeperm_t/Karbon_t   \n",
       "2     überregionale Bedeutung           DGM  Tertiaer_b/Praeperm_t/Karbon_t   \n",
       "3            lokale Bedeutung           DGM  Tertiaer_b/Praeperm_t/Karbon_t   \n",
       "4            lokale Bedeutung           DGM  Tertiaer_b/Praeperm_t/Karbon_t   \n",
       "...                       ...           ...                             ...   \n",
       "1510  überregionale Bedeutung  Oberkreide_b             Praeperm_t/Karbon_t   \n",
       "1511  überregionale Bedeutung  Oberkreide_b             Praeperm_t/Karbon_t   \n",
       "1512  überregionale Bedeutung  Oberkreide_b             Praeperm_t/Karbon_t   \n",
       "1513         lokale Bedeutung           DGM                             NaN   \n",
       "1514      regionale Bedeutung           NaN                             NaN   \n",
       "\n",
       "        ST_ART_3D  Shape_Le_2  Versatz_TB  Doku_Versa Shape_Le_3   \n",
       "0             NaN     9317.89        0.00         NaN    9317.89  \\\n",
       "1             NaN     3304.34        0.00         NaN    3304.34   \n",
       "2             NaN     3242.54        0.00         NaN    3242.54   \n",
       "3             NaN     6404.51        0.00         NaN    6404.51   \n",
       "4             NaN     1656.99        0.00         NaN    1656.99   \n",
       "...           ...         ...         ...         ...        ...   \n",
       "1510          NaN    32201.82        0.00         NaN   32201.82   \n",
       "1511          NaN    45355.26        0.00         NaN   45355.26   \n",
       "1512          NaN    50431.89        0.00         NaN   50431.89   \n",
       "1513  Abschiebung      627.73        0.00         NaN     627.73   \n",
       "1514          NaN     7815.04        0.00         NaN    7815.04   \n",
       "\n",
       "                                               geometry  \n",
       "0     LINESTRING Z (32332790.835 5650048.917 83.820,...  \n",
       "1     LINESTRING Z (32332455.392 5650412.839 69.640,...  \n",
       "2     LINESTRING Z (32331619.679 5651276.996 54.820,...  \n",
       "3     LINESTRING Z (32331896.183 5650024.802 69.040,...  \n",
       "4     LINESTRING Z (32331991.560 5650081.463 69.630,...  \n",
       "...                                                 ...  \n",
       "1510  LINESTRING Z (32372522.961 5716737.961 46.730,...  \n",
       "1511  LINESTRING Z (32386330.289 5705646.290 88.140,...  \n",
       "1512  LINESTRING Z (32365258.965 5733746.961 52.790,...  \n",
       "1513  LINESTRING Z (32372730.326 5650769.467 181.760...  \n",
       "1514  LINESTRING Z (32357075.547 5675077.272 82.920,...  \n",
       "\n",
       "[1515 rows x 47 columns]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "faults_lines_z = gg.vector.create_linestrings_from_xyz_points(gdf=faults_xyz, groupby='OBJECTID_2', return_gdf=True)\n",
    "faults_lines_z"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Creating 3D Lines\n",
    "\n",
    "The last step is to create the 3D lines and return the data as PyVista PolyData.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.058Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<table style='width: 100%;'>\n",
       "<tr><th>PolyData</th><th>Information</th></tr>\n",
       "<tr><td>N Cells</td><td>1515</td></tr>\n",
       "<tr><td>N Points</td><td>36539</td></tr>\n",
       "<tr><td>N Strips</td><td>0</td></tr>\n",
       "<tr><td>X Bounds</td><td>3.228e+07, 3.239e+07</td></tr>\n",
       "<tr><td>Y Bounds</td><td>5.650e+06, 5.760e+06</td></tr>\n",
       "<tr><td>Z Bounds</td><td>-8.993e+01, 4.156e+02</td></tr>\n",
       "<tr><td>N Arrays</td><td>0</td></tr>\n",
       "</table>\n",
       "\n"
      ],
      "text/plain": [
       "PolyData (0x1c81d0b2fe0)\n",
       "  N Cells:    1515\n",
       "  N Points:   36539\n",
       "  N Strips:   0\n",
       "  X Bounds:   3.228e+07, 3.239e+07\n",
       "  Y Bounds:   5.650e+06, 5.760e+06\n",
       "  Z Bounds:   -8.993e+01, 4.156e+02\n",
       "  N Arrays:   0"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "faults_pv = gg.visualization.create_lines_3d_polydata(gdf=faults_lines_z)\n",
    "faults_pv"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plotting the data on top of the DEM"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-11T06:03:21.060Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\ale93371\\Anaconda3\\envs\\pygeomechanical\\lib\\site-packages\\pyvista\\jupyter\\notebook.py:58: UserWarning: Failed to use notebook backend: \n",
      "\n",
      "No module named 'trame'\n",
      "\n",
      "Falling back to a static output.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pyvista as pv\n",
    "\n",
    "sargs = dict(fmt=\"%.0f\", color='black')\n",
    "\n",
    "p = pv.Plotter(notebook=True)\n",
    "\n",
    "# Adding DEM\n",
    "p.add_mesh(topo, scalars='Elevation [m]', cmap='gist_earth', scalar_bar_args=sargs, clim=[-100, 500])\n",
    "\n",
    "# Adding boundary\n",
    "p.add_mesh(boundary_pv, color='blue', line_width=5)\n",
    "\n",
    "# Adding faults\n",
    "p.add_mesh(faults_pv,color='red', line_width=2)\n",
    "\n",
    "p.set_background('white')\n",
    "p.show_grid(color='black')\n",
    "p.set_scale(1,1,10)\n",
    "p.show()"
   ]
  }
 ],
 "metadata": {
  "hide_input": false,
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  },
  "varInspector": {
   "cols": {
    "lenName": 16,
    "lenType": 16,
    "lenVar": 40
   },
   "kernels_config": {
    "python": {
     "delete_cmd_postfix": "",
     "delete_cmd_prefix": "del ",
     "library": "var_list.py",
     "varRefreshCmd": "print(var_dic_list())"
    },
    "r": {
     "delete_cmd_postfix": ") ",
     "delete_cmd_prefix": "rm(",
     "library": "var_list.r",
     "varRefreshCmd": "cat(var_dic_list()) "
    }
   },
   "types_to_exclude": [
    "module",
    "function",
    "builtin_function_or_method",
    "instance",
    "_Feature"
   ],
   "window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}