{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "lined-period",
   "metadata": {},
   "source": [
    "# 54 Converting PyVista Mesh to ZMAP Grid\n",
    "\n",
    "After creating a model, the resulting surfaces are often needed for further processing or visualization. One common grid type are ZMAP Grids (https://gdal.org/drivers/raster/zmap.html) common to the O&G industry and readable in GIS packages like ArcGIS or QGIS. In this notebook, we present methods to convert a PyVista mesh, the resulting surface when using GemPy for structural geological modeling to a ZMAP grid.\n",
    "\n",
    "<img src=\"../images/tutorial54_cover.png\">\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "technical-times",
   "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,
   "id": "latter-premium",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-05T13:18:10.820137Z",
     "start_time": "2022-04-05T13:18:08.081240Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING (theano.configdefaults): g++ not available, if using conda: `conda install m2w64-toolchain`\n",
      "WARNING (theano.configdefaults): g++ not detected ! Theano will be unable to execute optimized C-implementations (for both CPU and GPU) and will default to Python implementations. Performance will be severely degraded. To remove this warning, set Theano flags cxx to an empty string.\n",
      "WARNING (theano.tensor.blas): Using NumPy C-API based implementation for BLAS functions.\n"
     ]
    }
   ],
   "source": [
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "import gemgis as gg\n",
    "import geopandas as gpd\n",
    "import rasterio\n",
    "import gempy as gp\n",
    "import pyvista as pv\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "welsh-ireland",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-05T13:18:10.931230Z",
     "start_time": "2022-04-05T13:18:10.822126Z"
    }
   },
   "outputs": [],
   "source": [
    "file_path ='data/54_converting_pyvista_mesh_to_zmap_grid/'\n",
    "gg.download_gemgis_data.download_tutorial_data(filename=\"54_converting_pyvista_mesh_to_zmap_grid.zip\", dirpath=file_path)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "capable-dayton",
   "metadata": {},
   "source": [
    "## Creating GemPy Model\n",
    "\n",
    "### Loading Topography"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "visible-leisure",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-05T13:18:10.979237Z",
     "start_time": "2022-04-05T13:18:10.933210Z"
    }
   },
   "outputs": [],
   "source": [
    "topo_raster = rasterio.open(file_path + 'raster1.tif')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "naval-pittsburgh",
   "metadata": {},
   "source": [
    "### Creating Interfaces"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "recovered-flashing",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-05T13:18:11.073259Z",
     "start_time": "2022-04-05T13:18:10.981230Z"
    }
   },
   "outputs": [
    {
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       "  formation                geometry     X      Y      Z\n",
       "0     Sand1   POINT (0.256 264.862)  0.26 264.86 353.97\n",
       "1     Sand1  POINT (10.593 276.734) 10.59 276.73 359.04\n",
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       "4     Sand1  POINT (27.795 310.572) 27.80 310.57 372.81"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interfaces = gpd.read_file(file_path + 'interfaces1_lines.shp')\n",
    "interfaces_coords = gg.vector.extract_xyz(gdf=interfaces, dem=topo_raster)\n",
    "interfaces_coords.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "respective-oxide",
   "metadata": {},
   "source": [
    "### Creating Orientations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "regulation-fraction",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-05T13:18:11.151270Z",
     "start_time": "2022-04-05T13:18:11.075251Z"
    }
   },
   "outputs": [
    {
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       "      <th>formation</th>\n",
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       "      <th>azimuth</th>\n",
       "      <th>geometry</th>\n",
       "      <th>X</th>\n",
       "      <th>Y</th>\n",
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       "      <td>729.02</td>\n",
       "      <td>1</td>\n",
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       "      <td>Ton</td>\n",
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       "      <td>722.70</td>\n",
       "      <td>601.55</td>\n",
       "      <td>1</td>\n",
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       "      <td>348.47</td>\n",
       "      <td>378.63</td>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Ton</td>\n",
       "      <td>30.50</td>\n",
       "      <td>180.00</td>\n",
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       "      <td>843.91</td>\n",
       "      <td>167.02</td>\n",
       "      <td>282.61</td>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Ton</td>\n",
       "      <td>30.50</td>\n",
       "      <td>180.00</td>\n",
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       "      <td>941.85</td>\n",
       "      <td>428.88</td>\n",
       "      <td>423.45</td>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Ton</td>\n",
       "      <td>30.50</td>\n",
       "      <td>180.00</td>\n",
       "      <td>POINT (22.142 299.553)</td>\n",
       "      <td>22.14</td>\n",
       "      <td>299.55</td>\n",
       "      <td>368.05</td>\n",
       "      <td>1</td>\n",
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      ],
      "text/plain": [
       "  formation   dip  azimuth                 geometry      X      Y      Z  \\\n",
       "0       Ton 30.50   180.00   POINT (96.471 451.564)  96.47 451.56 440.59   \n",
       "1       Ton 30.50   180.00  POINT (172.761 661.877) 172.76 661.88 556.38   \n",
       "2       Ton 30.50   180.00  POINT (383.074 957.758) 383.07 957.76 729.02   \n",
       "3       Ton 30.50   180.00  POINT (592.356 722.702) 592.36 722.70 601.55   \n",
       "4       Ton 30.50   180.00  POINT (766.586 348.469) 766.59 348.47 378.63   \n",
       "5       Ton 30.50   180.00  POINT (843.907 167.023) 843.91 167.02 282.61   \n",
       "6       Ton 30.50   180.00  POINT (941.846 428.883) 941.85 428.88 423.45   \n",
       "7       Ton 30.50   180.00   POINT (22.142 299.553)  22.14 299.55 368.05   \n",
       "\n",
       "   polarity  \n",
       "0         1  \n",
       "1         1  \n",
       "2         1  \n",
       "3         1  \n",
       "4         1  \n",
       "5         1  \n",
       "6         1  \n",
       "7         1  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "orientations = gpd.read_file(file_path + 'orientations1.shp')\n",
    "orientations = gg.vector.extract_xyz(gdf=orientations, dem=topo_raster)\n",
    "orientations['polarity'] = 1\n",
    "orientations"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "pressed-anger",
   "metadata": {},
   "source": [
    "### Calculating GemPy Model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "conditional-keyboard",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-05T13:18:25.481469Z",
     "start_time": "2022-04-05T13:18:11.153262Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Active grids: ['regular']\n",
      "Cropped raster to geo_model.grid.extent.\n",
      "depending on the size of the raster, this can take a while...\n",
      "storing converted file...\n",
      "Active grids: ['regular' 'topography']\n",
      "Compiling theano function...\n",
      "Level of Optimization:  fast_compile\n",
      "Device:  cpu\n",
      "Precision:  float64\n",
      "Number of faults:  0\n",
      "Compilation Done!\n",
      "Kriging values: \n",
      "                   values\n",
      "range             1528.9\n",
      "$C_o$           55655.83\n",
      "drift equations      [3]\n"
     ]
    }
   ],
   "source": [
    "geo_model = gp.create_model('Model1')\n",
    "gp.init_data(geo_model, [0, 972, 0, 1069, 300, 800], [50, 50, 50],\n",
    "             surface_points_df=interfaces_coords,\n",
    "             orientations_df=orientations,\n",
    "             default_values=True)\n",
    "gp.map_stack_to_surfaces(geo_model,\n",
    "                         {'Strata': ('Sand1', 'Ton')},\n",
    "                         remove_unused_series=True)\n",
    "geo_model.add_surfaces('Basement')\n",
    "geo_model.set_topography(source='gdal', filepath=file_path + 'raster1.tif')\n",
    "gp.set_interpolator(geo_model,\n",
    "                    compile_theano=True,\n",
    "                    theano_optimizer='fast_compile',\n",
    "                    verbose=[],\n",
    "                    update_kriging=False\n",
    "                    )\n",
    "sol = gp.compute_model(geo_model, compute_mesh=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "suitable-swimming",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-05T13:18:27.298667Z",
     "start_time": "2022-04-05T13:18:25.484464Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768 at 0x28278B8C1F0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "gpv = gp.plot_3d(geo_model, \n",
    "                 image=False, \n",
    "                 show_topography=True,\n",
    "                 plotter_type='basic', \n",
    "                 notebook=True, \n",
    "                 show_lith=True,\n",
    "                 show_boundaries=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "found-dodge",
   "metadata": {},
   "source": [
    "## Extracting Surfaces from the GemPy Model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "heavy-organic",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-05T13:18:27.330692Z",
     "start_time": "2022-04-05T13:18:27.300668Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Sand1': [PolyData (0x28273f07b20)\n",
       "    N Cells:\t4209\n",
       "    N Points:\t2325\n",
       "    X Bounds:\t9.720e+00, 9.623e+02\n",
       "    Y Bounds:\t1.672e+02, 9.497e+02\n",
       "    Z Bounds:\t3.050e+02, 7.250e+02\n",
       "    N Arrays:\t1,\n",
       "  '#015482'],\n",
       " 'Ton': [PolyData (0x28273f079a0)\n",
       "    N Cells:\t5396\n",
       "    N Points:\t2891\n",
       "    X Bounds:\t9.720e+00, 9.623e+02\n",
       "    Y Bounds:\t2.799e+02, 1.058e+03\n",
       "    Z Bounds:\t3.050e+02, 7.297e+02\n",
       "    N Arrays:\t1,\n",
       "  '#9f0052']}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mesh = gg.visualization.create_depth_maps_from_gempy(geo_model=geo_model, surfaces=['Sand1', 'Ton'])\n",
    "mesh"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "simple-aluminum",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-05T13:18:27.582742Z",
     "start_time": "2022-04-05T13:18:27.332677Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768 at 0x28273F0BAC0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "p = pv.Plotter(notebook=True)\n",
    "\n",
    "p.add_mesh(mesh['Sand1'][0], scalars = 'Depth [m]')\n",
    "p.show_bounds()\n",
    "p.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "documentary-surfing",
   "metadata": {},
   "source": [
    "## Creating the ZMAP Grid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "immediate-protein",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-05T13:18:29.581516Z",
     "start_time": "2022-04-05T13:18:27.614977Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x28276bc3c70>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 748.8x514.8 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "z_values = gg.utils.extract_zmap_data(surface=mesh['Sand1'][0], \n",
    "                                      cell_width=5)\n",
    "\n",
    "z_values[z_values == -9999] = np.nan\n",
    "im = plt.imshow(np.flipud(z_values.T), cmap='viridis')\n",
    "plt.gca().invert_yaxis()\n",
    "plt.colorbar(im)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "composite-meeting",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-05T13:18:31.294022Z",
     "start_time": "2022-04-05T13:18:29.583517Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['!',\n",
       " '! This ZMAP Grid was created using the GemGIS Package',\n",
       " '! See https://github.com/cgre-aachen/gemgis for more information',\n",
       " '!',\n",
       " '! Hi',\n",
       " '!',\n",
       " '@ZMAP_GRID, GRID, 5',\n",
       " '15, -9999, , 5, 1',\n",
       " '157, 191, 9.72, 962.2800000000001, 167.18766848564147, 949.705025253296',\n",
       " '0.0, 0.0, 0.0',\n",
       " '@',\n",
       " '    -9999.00000    -9999.00000    -9999.00000    -9999.00000    -9999.00000',\n",
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       " '    -9999.00000    -9999.00000    -9999.00000    -9999.00000    -9999.00000',\n",
       " '    -9999.00000    -9999.00000    -9999.00000    -9999.00000    -9999.00000',\n",
       " '    -9999.00000    -9999.00000    -9999.00000    -9999.00000    -9999.00000',\n",
       " '    -9999.00000    -9999.00000    -9999.00000    -9999.00000    -9999.00000',\n",
       " '    -9999.00000    -9999.00000    -9999.00000    -9999.00000    -9999.00000',\n",
       " '    -9999.00000    -9999.00000    -9999.00000    -9999.00000    -9999.00000',\n",
       " '    -9999.00000    -9999.00000    -9999.00000    -9999.00000    -9999.00000',\n",
       " '    -9999.00000    -9999.00000    -9999.00000    -9999.00000    -9999.00000',\n",
       " '    -9999.00000    -9999.00000    -9999.00000    -9999.00000    -9999.00000',\n",
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       " '    -9999.00000    -9999.00000    -9999.00000    -9999.00000    -9999.00000',\n",
       " '    -9999.00000    -9999.00000      364.94156      362.64417      360.20297',\n",
       " '      357.76175      355.32056      352.87173      350.46216      348.05258',\n",
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       " '      333.45825      330.98532      328.51764      326.04996      323.57886',\n",
       " '      321.08279      318.58524      316.08768      313.58694      311.07065',\n",
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       " '    -9999.00000    -9999.00000      374.85455    -9999.00000    -9999.00000',\n",
       " '    -9999.00000    -9999.00000      364.40207      362.16260      359.83536',\n",
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       " ...]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zmap_grid = gg.utils.create_zmap_grid(surface=mesh['Sand1'][0],\n",
    "                                      cell_width=5, comments=['Hi'], nodata=-9999\n",
    "                     )\n",
    "zmap_grid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "enhanced-departure",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-05T13:18:31.310017Z",
     "start_time": "2022-04-05T13:18:31.296031Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ZMAP Grid successfully saved to file\n"
     ]
    }
   ],
   "source": [
    "gg.utils.save_zmap_grid(zmap_grid, path='ZMAP_Grid.dat')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "signed-cooling",
   "metadata": {},
   "source": [
    "## Alternative\n",
    "\n",
    "Alternatively, the resulting ```NumPy``` array can also be saved using the ```gg.raster.save_as_tiff``` function."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "hazardous-budapest",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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