{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "86f44ca3",
   "metadata": {},
   "source": [
    "# 68 Creating Finite Faults with GemGIS\n",
    "\n",
    "This notebook illustrates how to create finite faults from a GemPy Model. Here, we will use an elongated version of the Graben Model to later create the finite faults. \n",
    "\n",
    "<img src=\"../images/tutorial68_cover.png\">"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e7147456",
   "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": "eb8af06a",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING (aesara.configdefaults): g++ not available, if using conda: `conda install m2w64-toolchain`\n",
      "WARNING (aesara.configdefaults): g++ not detected!  Aesara will be unable to compile C-implementations and will default to Python. Performance may be severely degraded. To remove this warning, set Aesara flags cxx to an empty string.\n",
      "WARNING (aesara.tensor.blas): Using NumPy C-API based implementation for BLAS functions.\n"
     ]
    }
   ],
   "source": [
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "\n",
    "import gempy as gp\n",
    "import gemgis as gg\n",
    "import pandas as pd\n",
    "import geopandas as gpd\n",
    "\n",
    "import pyvista as pv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a4128de8",
   "metadata": {},
   "outputs": [],
   "source": [
    "file_path ='data/68_Creating_Finite_Faults_with_GemGIS/'\n",
    "# gg.download_gemgis_data.download_tutorial_data(filename=\"68_creating_finite_faults_with_gemgis.zip\", dirpath=file_path)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0219a63e",
   "metadata": {},
   "source": [
    "## Loading Input Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "9c8c178c",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-07-07T08:52:05.255549Z",
     "start_time": "2022-07-07T08:52:05.241536Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "      <td>-200</td>\n",
       "      <td>Layer2</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     X    Y    Z formation\n",
       "0  200  250 -100    Layer1\n",
       "1  200  500 -100    Layer1\n",
       "2  200  750 -100    Layer1\n",
       "3  200  250 -200    Layer2\n",
       "4  200  500 -200    Layer2"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interfaces = pd.read_csv(file_path + 'interfaces.csv', delimiter=';')\n",
    "interfaces.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "bd8aa29b",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-07-07T08:52:05.302560Z",
     "start_time": "2022-07-07T08:52:05.289548Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
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       "      <th></th>\n",
       "      <th>X</th>\n",
       "      <th>Y</th>\n",
       "      <th>Z</th>\n",
       "      <th>formation</th>\n",
       "      <th>dip</th>\n",
       "      <th>azimuth</th>\n",
       "      <th>polarity</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>200</td>\n",
       "      <td>500</td>\n",
       "      <td>-100</td>\n",
       "      <td>Layer1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>800</td>\n",
       "      <td>500</td>\n",
       "      <td>-100</td>\n",
       "      <td>Layer1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>500</td>\n",
       "      <td>500</td>\n",
       "      <td>-300</td>\n",
       "      <td>Layer1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>250</td>\n",
       "      <td>500</td>\n",
       "      <td>-100</td>\n",
       "      <td>Fault1</td>\n",
       "      <td>60</td>\n",
       "      <td>90</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>750</td>\n",
       "      <td>500</td>\n",
       "      <td>-100</td>\n",
       "      <td>Fault2</td>\n",
       "      <td>60</td>\n",
       "      <td>270</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
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      ],
      "text/plain": [
       "     X    Y    Z formation  dip  azimuth  polarity\n",
       "0  200  500 -100    Layer1    0        0         1\n",
       "1  800  500 -100    Layer1    0        0         1\n",
       "2  500  500 -300    Layer1    0        0         1\n",
       "3  250  500 -100    Fault1   60       90         1\n",
       "4  750  500 -100    Fault2   60      270         1"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "orientations = pd.read_csv(file_path + 'orientations.csv', delimiter=';')\n",
    "orientations.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aad5d629",
   "metadata": {},
   "source": [
    "## Creating the GemPy Model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "eb3ec438",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-07-10T16:23:35.919153Z",
     "start_time": "2022-07-10T16:23:35.665279Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Graben_Model  2023-10-10 16:03"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo_model = gp.create_model('Graben_Model')\n",
    "geo_model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ca6dfa3e",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-07-10T16:23:37.073588Z",
     "start_time": "2022-07-10T16:23:36.681498Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Active grids: ['regular']\n",
      "Fault colors changed. If you do not like this behavior, set change_color to False.\n",
      "Fault colors changed. If you do not like this behavior, set change_color to False.\n",
      "[-120.    0.]\n",
      "Active grids: ['regular' 'topography']\n",
      "Compiling aesara function...\n",
      "Level of Optimization:  fast_compile\n",
      "Device:  cpu\n",
      "Precision:  float64\n",
      "Number of faults:  2\n",
      "Compilation Done!\n",
      "Kriging values: \n",
      "                     values\n",
      "range              2315.17\n",
      "$C_o$            127619.05\n",
      "drift equations  [3, 3, 3]\n"
     ]
    },
    {
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       "  background-color: #ffbe00;\n",
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       "#T_3797e_row3_col3 {\n",
       "  background-color: #728f02;\n",
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       "</style>\n",
       "<table id=\"T_3797e\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th class=\"blank level0\" >&nbsp;</th>\n",
       "      <th id=\"T_3797e_level0_col0\" class=\"col_heading level0 col0\" >surface</th>\n",
       "      <th id=\"T_3797e_level0_col1\" class=\"col_heading level0 col1\" >series</th>\n",
       "      <th id=\"T_3797e_level0_col2\" class=\"col_heading level0 col2\" >order_surfaces</th>\n",
       "      <th id=\"T_3797e_level0_col3\" class=\"col_heading level0 col3\" >color</th>\n",
       "      <th id=\"T_3797e_level0_col4\" class=\"col_heading level0 col4\" >id</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th id=\"T_3797e_level0_row0\" class=\"row_heading level0 row0\" >3</th>\n",
       "      <td id=\"T_3797e_row0_col0\" class=\"data row0 col0\" >Fault1</td>\n",
       "      <td id=\"T_3797e_row0_col1\" class=\"data row0 col1\" >Fault1</td>\n",
       "      <td id=\"T_3797e_row0_col2\" class=\"data row0 col2\" >1</td>\n",
       "      <td id=\"T_3797e_row0_col3\" class=\"data row0 col3\" >#527682</td>\n",
       "      <td id=\"T_3797e_row0_col4\" class=\"data row0 col4\" >1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_3797e_level0_row1\" class=\"row_heading level0 row1\" >4</th>\n",
       "      <td id=\"T_3797e_row1_col0\" class=\"data row1 col0\" >Fault2</td>\n",
       "      <td id=\"T_3797e_row1_col1\" class=\"data row1 col1\" >Fault2</td>\n",
       "      <td id=\"T_3797e_row1_col2\" class=\"data row1 col2\" >1</td>\n",
       "      <td id=\"T_3797e_row1_col3\" class=\"data row1 col3\" >#527682</td>\n",
       "      <td id=\"T_3797e_row1_col4\" class=\"data row1 col4\" >2</td>\n",
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       "      <th id=\"T_3797e_level0_row2\" class=\"row_heading level0 row2\" >0</th>\n",
       "      <td id=\"T_3797e_row2_col0\" class=\"data row2 col0\" >Layer1</td>\n",
       "      <td id=\"T_3797e_row2_col1\" class=\"data row2 col1\" >Strata1</td>\n",
       "      <td id=\"T_3797e_row2_col2\" class=\"data row2 col2\" >1</td>\n",
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       "      <td id=\"T_3797e_row2_col4\" class=\"data row2 col4\" >3</td>\n",
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       "      <th id=\"T_3797e_level0_row3\" class=\"row_heading level0 row3\" >1</th>\n",
       "      <td id=\"T_3797e_row3_col0\" class=\"data row3 col0\" >Layer2</td>\n",
       "      <td id=\"T_3797e_row3_col1\" class=\"data row3 col1\" >Strata1</td>\n",
       "      <td id=\"T_3797e_row3_col2\" class=\"data row3 col2\" >2</td>\n",
       "      <td id=\"T_3797e_row3_col3\" class=\"data row3 col3\" >#728f02</td>\n",
       "      <td id=\"T_3797e_row3_col4\" class=\"data row3 col4\" >4</td>\n",
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       "      <td id=\"T_3797e_row4_col0\" class=\"data row4 col0\" >Layer3</td>\n",
       "      <td id=\"T_3797e_row4_col1\" class=\"data row4 col1\" >Strata1</td>\n",
       "      <td id=\"T_3797e_row4_col2\" class=\"data row4 col2\" >3</td>\n",
       "      <td id=\"T_3797e_row4_col3\" class=\"data row4 col3\" >#443988</td>\n",
       "      <td id=\"T_3797e_row4_col4\" class=\"data row4 col4\" >5</td>\n",
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       "    <tr>\n",
       "      <th id=\"T_3797e_level0_row5\" class=\"row_heading level0 row5\" >5</th>\n",
       "      <td id=\"T_3797e_row5_col0\" class=\"data row5 col0\" >Basement</td>\n",
       "      <td id=\"T_3797e_row5_col1\" class=\"data row5 col1\" >Strata1</td>\n",
       "      <td id=\"T_3797e_row5_col2\" class=\"data row5 col2\" >4</td>\n",
       "      <td id=\"T_3797e_row5_col3\" class=\"data row5 col3\" >#ff3f20</td>\n",
       "      <td id=\"T_3797e_row5_col4\" class=\"data row5 col4\" >6</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n"
      ],
      "text/plain": [
       "    surface   series  order_surfaces    color  id\n",
       "3    Fault1   Fault1               1  #527682   1\n",
       "4    Fault2   Fault2               1  #527682   2\n",
       "0    Layer1  Strata1               1  #ffbe00   3\n",
       "1    Layer2  Strata1               2  #728f02   4\n",
       "2    Layer3  Strata1               3  #443988   5\n",
       "5  Basement  Strata1               4  #ff3f20   6"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gp.init_data(geo_model, [0, 1000, -500, 1500, -600, 0], [50,50,50],\n",
    "             surface_points_df=interfaces,\n",
    "             orientations_df=orientations,\n",
    "             default_values=True)\n",
    "\n",
    "gp.map_stack_to_surfaces(geo_model,\n",
    "                         {\n",
    "                          'Fault1': ('Fault1'),\n",
    "                          'Fault2': ('Fault2'),\n",
    "                          'Strata1': ('Layer1', 'Layer2', 'Layer3'),                          \n",
    "                         },\n",
    "                         remove_unused_series=True)\n",
    "geo_model.add_surfaces('Basement')\n",
    "geo_model.set_is_fault(['Fault1', 'Fault2'])\n",
    "geo_model.set_topography(source='random')\n",
    "gp.set_interpolator(geo_model,\n",
    "                    compile_theano=True,\n",
    "                    theano_optimizer='fast_compile',\n",
    "                    verbose=[],\n",
    "                    update_kriging=False\n",
    "                    )\n",
    "geo_model.surfaces"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "6751531a",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-07-10T16:23:42.152463Z",
     "start_time": "2022-07-10T16:23:41.328128Z"
    }
   },
   "outputs": [
    {
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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<gempy.plot.vista.GemPyToVista at 0x25557e1ba90>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gp.plot_3d(geo_model, image=False, plotter_type='basic', notebook=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "5b7b2377",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-07-10T16:24:27.468449Z",
     "start_time": "2022-07-10T16:23:46.725299Z"
    }
   },
   "outputs": [],
   "source": [
    "sol = gp.compute_model(geo_model, compute_mesh=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "43e38934",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<gempy.plot.vista.GemPyToVista at 0x2555b0d0340>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gp.plot_3d(geo_model, notebook=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6e08557d-71c9-43ae-a235-09678132f67a",
   "metadata": {},
   "source": [
    "## Creating Finite Faults from GemPy Model\n",
    "\n",
    "Finite faults will be created during a postprocessing step performed in GemGIS. Here, we are using the function `clip_fault_of_gempy_model(..)` to clip a fault. By default, the fault will be clipped at the first or last interface point (both sides can be chosen). In addition, a buffer along the strike of the fault can be chosen to allow the fault to extend beyond the last interface point if wished. \n",
    "\n",
    "Here, we are choosing to clip the fault on both ends. For the one end, we would like to have a 250 m buffer so that the fault extends beyond the first point. For the last point, we do not want to have a buffer."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "cf16be5d-9ca2-4fb8-a5e7-404ce6cee943",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Fault1': [PolyData (0x2555e8d5300)\n",
       "    N Cells:    3512\n",
       "    N Points:   1881\n",
       "    N Strips:   0\n",
       "    X Bounds:   2.165e+02, 5.352e+02\n",
       "    Y Bounds:   -2.000e+02, 9.500e+02\n",
       "    Z Bounds:   -5.940e+02, -4.200e+01\n",
       "    N Arrays:   1,\n",
       "  '#527682']}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mesh = gg.postprocessing.clip_fault_of_gempy_model(geo_model,fault='Fault1', \n",
    "                                                   which='both', \n",
    "                                                   buffer_first=250, \n",
    "                                                   buffer_last=0)\n",
    "mesh"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "4384758b-666c-4757-bd10-ebf2d4356ab5",
   "metadata": {},
   "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>2</td></tr>\n",
       "<tr><td>N Points</td><td>2</td></tr>\n",
       "<tr><td>N Strips</td><td>0</td></tr>\n",
       "<tr><td>X Bounds</td><td>2.500e+02, 2.500e+02</td></tr>\n",
       "<tr><td>Y Bounds</td><td>5.000e+01, 9.500e+02</td></tr>\n",
       "<tr><td>Z Bounds</td><td>-1.000e+02, -1.000e+02</td></tr>\n",
       "<tr><td>N Arrays</td><td>0</td></tr>\n",
       "</table>\n",
       "\n"
      ],
      "text/plain": [
       "PolyData (0x2556e6f3220)\n",
       "  N Cells:    2\n",
       "  N Points:   2\n",
       "  N Strips:   0\n",
       "  X Bounds:   2.500e+02, 2.500e+02\n",
       "  Y Bounds:   5.000e+01, 9.500e+02\n",
       "  Z Bounds:   -1.000e+02, -1.000e+02\n",
       "  N Arrays:   0"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fault_polydata = pv.PolyData(interfaces[interfaces['formation']=='Fault1'][['X', 'Y', 'Z']].values)\n",
    "fault_polydata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "8efe44b1-2bbe-4048-8423-ab91f646aa88",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Fault1': [PolyData (0x2556ca0b5e0)\n",
       "    N Cells:    5902\n",
       "    N Points:   3070\n",
       "    N Strips:   0\n",
       "    X Bounds:   2.096e+02, 5.352e+02\n",
       "    Y Bounds:   -4.800e+02, 1.480e+03\n",
       "    Z Bounds:   -5.940e+02, -3.000e+01\n",
       "    N Arrays:   1,\n",
       "  '#527682']}"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mesh1 = gg.visualization.create_depth_maps_from_gempy(geo_model, surfaces='Fault1')\n",
    "mesh1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "71471da6-4f01-4b81-8b0d-efa735dd9329",
   "metadata": {},
   "source": [
    "## Plotting the Result\n",
    "\n",
    "Plotting the result, we can see the interface points of the fault (red spheres), the original extent of the fault modeled by GemPy in gray and the clipped fault (finite fault) with a buffer on one side in red."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "c703c477-18d1-4691-b7d9-c472f92da7d6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "p = pv.Plotter(notebook=True)\n",
    "\n",
    "p.add_mesh(mesh['Fault1'][0], color='red', opacity=0.5)\n",
    "p.add_mesh(mesh1['Fault1'][0], color=mesh1['Fault1'][1])\n",
    "\n",
    "p.add_mesh(fault_polydata, color='red', point_size=40, render_points_as_spheres=True)\n",
    "\n",
    "p.set_background('white')\n",
    "p.set_scale(1,1,1)\n",
    "p.show_bounds(color='black', font_size=12)\n",
    "\n",
    "p.show()"
   ]
  }
 ],
 "metadata": {
  "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"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}