.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "tutorials/a_getting_started/video_tutorial_model_1.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_tutorials_a_getting_started_video_tutorial_model_1.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_tutorials_a_getting_started_video_tutorial_model_1.py:


Video Tutorial "code-along": Modeling step by step
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

.. GENERATED FROM PYTHON SOURCE LINES 8-10

This tutorial demonstrates step-by-step geological modeling using the `gempy` and `gempy_viewer` libraries.
It follows the Video tutorial series available on the `gempy YouTube channel <https://www.youtube.com/@GemPy3D>`_.

.. GENERATED FROM PYTHON SOURCE LINES 13-19

Video tutorial 1: Introduction
""""""""""""""""""""""""""""""

The first video is an introduction to GemPy - please view online before starting the tutorial.



.. GENERATED FROM PYTHON SOURCE LINES 21-30

.. raw:: html

    <iframe width="560" height="315" 
            src="https://www.youtube.com/embed/3elCCHhARsU" 
            title="YouTube video player" 
            frameborder="0" 
            allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
            allowfullscreen>
    </iframe>

.. GENERATED FROM PYTHON SOURCE LINES 33-35

Video tutorial 2: Input data
""""""""""""""""""""""""""""

.. GENERATED FROM PYTHON SOURCE LINES 37-46

.. raw:: html

    <iframe width="560" height="315" 
            src="https://www.youtube.com/embed/yYwJVYy8ilw" 
            title="YouTube video player" 
            frameborder="0" 
            allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
            allowfullscreen>
    </iframe>

.. GENERATED FROM PYTHON SOURCE LINES 46-53

.. code-block:: Python




    # Required imports
    import gempy as gp
    import gempy_viewer as gpv








.. GENERATED FROM PYTHON SOURCE LINES 54-59

.. code-block:: Python


    # Path to input data
    data_path = "https://raw.githubusercontent.com/cgre-aachen/gempy_data/master/"
    path_to_data = data_path + "/data/input_data/video_tutorials_v3/"








.. GENERATED FROM PYTHON SOURCE LINES 60-71

.. code-block:: Python


    # Create instance of geomodel
    geo_model = gp.create_geomodel(
        project_name = 'tutorial_model',
        extent=[0,2500,0,1000,0,1000],
        resolution=[100,40,40],
        importer_helper=gp.data.ImporterHelper(
            path_to_orientations=path_to_data+"tutorial_model_orientations.csv",
            path_to_surface_points=path_to_data+"tutorial_model_surface_points.csv"
        )
    )




.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    Surface points hash:  7c6d3e04ab03a4b8324d9c91d56c30f9e6a7cb6c22c6f2ee69a5dd001c63337a
    Orientations hash:  63e42d294dec66b4db2f175bc7b58553ee89d68f3072d36402963c90b0ef5262




.. GENERATED FROM PYTHON SOURCE LINES 72-76

.. code-block:: Python


    # Display a basic cross section of input data
    gpv.plot_2d(geo_model)




.. image-sg:: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_001.png
   :alt: Cell Number: mid Direction: y
   :srcset: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_001.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    <gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f3eec88cec0>



.. GENERATED FROM PYTHON SOURCE LINES 77-87

.. code-block:: Python


    # Manually add a surface point
    gp.add_surface_points(
        geo_model=geo_model,
        x=[2250],
        y=[500],
        z=[750],
        elements_names=['rock1']
    )






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

            <table>
              <tr><td>Structural Groups:</td><td>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>default_formation</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #015482;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>rock1</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #9f0052;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>rock2</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #ffbe00;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>rock3</td></tr>
        </table>
            </td></tr>
        </table>
            </td></tr>
              <tr><td>Fault Relations:</td><td><table style="border-collapse: collapse; table-layout: fixed;"><th></th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">default_fo...</th><tr><th>default_formation</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr></table></td></tr>
              <tr><td></td><td>
            <table>
              <tr>
                <td><div style="display: inline-block; background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></div> True</td>
                <td><div style="display: inline-block; background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></div> False</td>
              </tr>
            </table>
            </td></tr>
            </table>
        
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 88-92

.. code-block:: Python


    # Show added point in cross section
    gpv.plot_2d(geo_model)




.. image-sg:: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_002.png
   :alt: Cell Number: mid Direction: y
   :srcset: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_002.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    <gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f3eea7065d0>



.. GENERATED FROM PYTHON SOURCE LINES 93-95

Video tutorial 3: Structural frame
""""""""""""""""""""""""""""""""""

.. GENERATED FROM PYTHON SOURCE LINES 97-106

.. raw:: html

    <iframe width="560" height="315" 
            src="https://www.youtube.com/embed/4rav3lb2AR8" 
            title="YouTube video player" 
            frameborder="0" 
            allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
            allowfullscreen>
    </iframe>

.. GENERATED FROM PYTHON SOURCE LINES 106-110

.. code-block:: Python


    # View structural frame
    geo_model.structural_frame






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

            <table>
              <tr><td>Structural Groups:</td><td>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>default_formation</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #015482;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>rock1</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #9f0052;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>rock2</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #ffbe00;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>rock3</td></tr>
        </table>
            </td></tr>
        </table>
            </td></tr>
              <tr><td>Fault Relations:</td><td><table style="border-collapse: collapse; table-layout: fixed;"><th></th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">default_fo...</th><tr><th>default_formation</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr></table></td></tr>
              <tr><td></td><td>
            <table>
              <tr>
                <td><div style="display: inline-block; background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></div> True</td>
                <td><div style="display: inline-block; background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></div> False</td>
              </tr>
            </table>
            </td></tr>
            </table>
        
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 111-115

.. code-block:: Python


    # View structural elements
    geo_model.structural_frame.structural_elements





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    [Element(
    	name=rock1,
    	color=#015482,
    	is_active=True
    ), Element(
    	name=rock2,
    	color=#9f0052,
    	is_active=True
    ), Element(
    	name=rock3,
    	color=#ffbe00,
    	is_active=True
    ), Element(
    	name=basement,
    	color=#728f02,
    	is_active=True
    )]



.. GENERATED FROM PYTHON SOURCE LINES 116-126

.. code-block:: Python


    # Define structural groups and age/stratigraphic relationship
    gp.map_stack_to_surfaces(
        gempy_model=geo_model,
        mapping_object={
            "Strat_Series2": ("rock3"),
            "Strat_Series1": ("rock2", "rock1")
        }
    )






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

            <table>
              <tr><td>Structural Groups:</td><td>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>Strat_Series2</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #ffbe00;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>rock3</td></tr>
        </table>
            </td></tr>
        </table>
            <br>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>Strat_Series1</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #9f0052;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>rock2</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #015482;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>rock1</td></tr>
        </table>
            </td></tr>
        </table>
            </td></tr>
              <tr><td>Fault Relations:</td><td><table style="border-collapse: collapse; table-layout: fixed;"><th></th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">Strat_Seri...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">Strat_Seri...</th><tr><th>Strat_Series2</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>Strat_Series1</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr></table></td></tr>
              <tr><td></td><td>
            <table>
              <tr>
                <td><div style="display: inline-block; background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></div> True</td>
                <td><div style="display: inline-block; background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></div> False</td>
              </tr>
            </table>
            </td></tr>
            </table>
        
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 127-129

Video tutorial 4: Computation and results
"""""""""""""""""""""""""""""""""""""""""

.. GENERATED FROM PYTHON SOURCE LINES 131-140

.. raw:: html

    <iframe width="560" height="315" 
            src="https://www.youtube.com/embed/lrz1DeHrrBk" 
            title="GemPy Tutorial Video 4" 
            frameborder="0" 
            allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
            allowfullscreen>
    </iframe>

.. GENERATED FROM PYTHON SOURCE LINES 140-145

.. code-block:: Python



    # View interpolation options
    geo_model.interpolation_options





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    InterpolationOptions(kernel_options=KernelOptions(range=1.7, c_o=10.0, uni_degree=1, i_res=4.0, gi_res=2.0, number_dimensions=3, kernel_function=AvailableKernelFunctions.cubic, kernel_solver=Solvers.DEFAULT, compute_condition_number=False, optimizing_condition_number=False, condition_number=None), evaluation_options=EvaluationOptions(_number_octree_levels=1, _number_octree_levels_surface=4, octree_curvature_threshold=-1.0, octree_error_threshold=1.0, octree_min_level=2, mesh_extraction=True, mesh_extraction_masking_options=<MeshExtractionMaskingOptions.INTERSECT: 3>, mesh_extraction_fancy=True, evaluation_chunk_size=500000, compute_scalar=True, compute_scalar_gradient=False, verbose=False), debug=False, cache_mode=<CacheMode.IN_MEMORY_CACHE: 3>, cache_model_name='tutorial_model', block_solutions_type=<BlockSolutionType.DENSE_GRID: 2>, sigmoid_slope=5000000)



.. GENERATED FROM PYTHON SOURCE LINES 146-150

.. code-block:: Python


    # Compute a solution for the model
    gp.compute_model(geo_model)





.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    Setting Backend To: AvailableBackends.PYTORCH
    GPU enabled. Using device: cuda
    GPU device count: 1
    Current GPU device: 0
    Chunking done: 7 chunks
    Chunking done: 30 chunks


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <b>Solutions:</b> 4 Octree Levels, 3 DualContouringMeshes
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 151-155

.. code-block:: Python


    # Display the result in 2d section
    gpv.plot_2d(geo_model, cell_number=20)




.. image-sg:: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_003.png
   :alt: Cell Number: 20 Direction: y
   :srcset: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_003.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    <gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f3eea788190>



.. GENERATED FROM PYTHON SOURCE LINES 156-161

.. code-block:: Python


    # Some examples of how to access results
    print(geo_model.solutions.raw_arrays.lith_block)
    print(geo_model.grid.dense_grid.values)





.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    [4 4 4 ... 1 1 1]
    [[  12.5   12.5   12.5]
     [  12.5   12.5   37.5]
     [  12.5   12.5   62.5]
     ...
     [2487.5  987.5  937.5]
     [2487.5  987.5  962.5]
     [2487.5  987.5  987.5]]




.. GENERATED FROM PYTHON SOURCE LINES 162-164

Video tutorial 5: 2D visualization
""""""""""""""""""""""""""""""""""

.. GENERATED FROM PYTHON SOURCE LINES 166-175

.. raw:: html

    <iframe width="560" height="315" 
            src="https://www.youtube.com/embed/nMms0JYn98o" 
            title="GemPy tutorial video 5" 
            frameborder="0" 
            allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
            allowfullscreen>
    </iframe>

.. GENERATED FROM PYTHON SOURCE LINES 175-180

.. code-block:: Python



    # 2d plotting options
    gpv.plot_2d(geo_model, show_value=True, show_lith=False, show_scalar=True, series_n=1, cell_number=25)




.. image-sg:: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_004.png
   :alt: Cell Number: 25 Direction: y
   :srcset: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_004.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    <gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f3eec8c22c0>



.. GENERATED FROM PYTHON SOURCE LINES 181-191

.. code-block:: Python


    # Create custom section lines
    gp.set_section_grid(
        grid=geo_model.grid,
        section_dict={
            'section1': ([0, 0], [2500, 1000], [100, 50]),
            'section2': ([1000, 1000], [1500, 0], [100, 100]),
        }
    )





.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    Active grids: GridTypes.DENSE|SECTIONS|NONE


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <table border="1" class="dataframe">
      <thead>
        <tr style="text-align: right;">
          <th></th>
          <th>start</th>
          <th>stop</th>
          <th>resolution</th>
          <th>dist</th>
        </tr>
      </thead>
      <tbody>
        <tr>
          <th>section1</th>
          <td>(0.0, 0.0)</td>
          <td>(2500.0, 1000.0)</td>
          <td>(100, 50)</td>
          <td>2692.582404</td>
        </tr>
        <tr>
          <th>section2</th>
          <td>(1000.0, 1000.0)</td>
          <td>(1500.0, 0.0)</td>
          <td>(100, 100)</td>
          <td>1118.033989</td>
        </tr>
      </tbody>
    </table>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 192-196

.. code-block:: Python


    # Show custom cross-section traces
    gpv.plot_section_traces(geo_model)




.. image-sg:: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_005.png
   :alt: Cell Number: -1 Direction: z
   :srcset: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_005.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    <function plot_section_traces at 0x7f3efa82a980>



.. GENERATED FROM PYTHON SOURCE LINES 197-201

.. code-block:: Python


    # Recompute model as a new grid was added
    gp.compute_model(geo_model)





.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    Setting Backend To: AvailableBackends.PYTORCH
    GPU enabled. Using device: cuda
    GPU device count: 1
    Current GPU device: 0
    Chunking done: 8 chunks
    Chunking done: 33 chunks


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <b>Solutions:</b> 4 Octree Levels, 3 DualContouringMeshes
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 202-206

.. code-block:: Python


    # Display custom cross-sections
    gpv.plot_2d(geo_model, section_names=['section1', 'section2'], show_data=False)




.. image-sg:: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_006.png
   :alt: section1, section2
   :srcset: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_006.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    <gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f3eec9b68d0>



.. GENERATED FROM PYTHON SOURCE LINES 207-209

Video tutorial 6: 3D visualization
""""""""""""""""""""""""""""""""""

.. GENERATED FROM PYTHON SOURCE LINES 211-220

.. raw:: html

    <iframe width="560" height="315" 
            src="https://www.youtube.com/embed/MHEUQpVeSoQ" 
            title="YouTube video player" 
            frameborder="0" 
            allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
            allowfullscreen>
    </iframe>

.. GENERATED FROM PYTHON SOURCE LINES 220-225

.. code-block:: Python



    # Display the result in 3d
    gpv.plot_3d(geo_model, show_lith=True, show_boundaries=True, ve=None)




.. image-sg:: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_007.png
   :alt: video tutorial model 1
   :srcset: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_007.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    <gempy_viewer.modules.plot_3d.vista.GemPyToVista object at 0x7f3eea7d2e40>



.. GENERATED FROM PYTHON SOURCE LINES 226-234

.. code-block:: Python


    # How to access DC meshes
    geo_model.solutions.dc_meshes[0].dc_data

    # transform mesh vertices to original coordinate system

    back_transformed_vertices = geo_model.input_transform.apply_inverse(geo_model.solutions.dc_meshes[0].vertices)








.. GENERATED FROM PYTHON SOURCE LINES 235-237

Video tutorial 7: Topography
"""""""""""""""""""""""""""""""

.. GENERATED FROM PYTHON SOURCE LINES 240-249

.. raw:: html

    <iframe width="560" height="315" 
            src="https://www.youtube.com/embed/FtAbUhwhiXE" 
            title="YouTube video player" 
            frameborder="0" 
            allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
            allowfullscreen>
    </iframe>

.. GENERATED FROM PYTHON SOURCE LINES 249-261

.. code-block:: Python



    # Setting a randomly generated topography
    import numpy as np

    gp.set_topography_from_random(
        grid=geo_model.grid,
        fractal_dimension=1.2,
        d_z=np.array([700, 900]),
        topography_resolution=np.array([250, 100])
    )





.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    Active grids: GridTypes.DENSE|TOPOGRAPHY|SECTIONS|NONE

    Topography(_regular_grid=RegularGrid(resolution=array([100,  40,  40]), extent=array([   0., 2500.,    0., 1000.,    0., 1000.]), values=array([[  12.5,   12.5,   12.5],
           [  12.5,   12.5,   37.5],
           [  12.5,   12.5,   62.5],
           ...,
           [2487.5,  987.5,  937.5],
           [2487.5,  987.5,  962.5],
           [2487.5,  987.5,  987.5]], shape=(160000, 3)), mask_topo=array([], shape=(0, 3), dtype=bool), _transform=None, _base_resolution=array([2, 2, 2])), values_2d=array([[[   0.        ,    0.        ,  846.48200887],
            [   0.        ,   10.1010101 ,  845.7885738 ],
            [   0.        ,   20.2020202 ,  845.13500395],
            ...,
            [   0.        ,  979.7979798 ,  858.17962427],
            [   0.        ,  989.8989899 ,  858.56778738],
            [   0.        , 1000.        ,  859.02124602]],

           [[  10.04016064,    0.        ,  847.36106954],
            [  10.04016064,   10.1010101 ,  846.65906498],
            [  10.04016064,   20.2020202 ,  845.99218121],
            ...,
            [  10.04016064,  979.7979798 ,  858.79922685],
            [  10.04016064,  989.8989899 ,  859.15630107],
            [  10.04016064, 1000.        ,  859.59405788]],

           [[  20.08032129,    0.        ,  848.23831087],
            [  20.08032129,   10.1010101 ,  847.54698227],
            [  20.08032129,   20.2020202 ,  846.88378095],
            ...,
            [  20.08032129,  979.7979798 ,  859.36667512],
            [  20.08032129,  989.8989899 ,  859.73843469],
            [  20.08032129, 1000.        ,  860.20142948]],

           ...,

           [[2479.91967871,    0.        ,  843.59900934],
            [2479.91967871,   10.1010101 ,  842.92517567],
            [2479.91967871,   20.2020202 ,  842.26117265],
            ...,
            [2479.91967871,  979.7979798 ,  856.39660819],
            [2479.91967871,  989.8989899 ,  856.81354684],
            [2479.91967871, 1000.        ,  857.26684359]],

           [[2489.95983936,    0.        ,  844.67814891],
            [2489.95983936,   10.1010101 ,  843.99656816],
            [2489.95983936,   20.2020202 ,  843.31958929],
            ...,
            [2489.95983936,  979.7979798 ,  857.0343389 ],
            [2489.95983936,  989.8989899 ,  857.43709416],
            [2489.95983936, 1000.        ,  857.87090113]],

           [[2500.        ,    0.        ,  845.62858323],
            [2500.        ,   10.1010101 ,  844.92906332],
            [2500.        ,   20.2020202 ,  844.25939646],
            ...,
            [2500.        ,  979.7979798 ,  857.60270315],
            [2500.        ,  989.8989899 ,  858.02933643],
            [2500.        , 1000.        ,  858.47392974]]],
          shape=(250, 100, 3)), source=None, values=array([[   0.        ,    0.        ,  846.48200887],
           [   0.        ,   10.1010101 ,  845.7885738 ],
           [   0.        ,   20.2020202 ,  845.13500395],
           ...,
           [2500.        ,  979.7979798 ,  857.60270315],
           [2500.        ,  989.8989899 ,  858.02933643],
           [2500.        , 1000.        ,  858.47392974]], shape=(25000, 3)), resolution=(250, 100), raster_shape=())



.. GENERATED FROM PYTHON SOURCE LINES 262-266

.. code-block:: Python


    # Recompute model as a new grid was added
    gp.compute_model(geo_model)





.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    Setting Backend To: AvailableBackends.PYTORCH
    GPU enabled. Using device: cuda
    GPU device count: 1
    Current GPU device: 0
    Chunking done: 9 chunks
    Chunking done: 37 chunks


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <b>Solutions:</b> 4 Octree Levels, 3 DualContouringMeshes
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 267-271

.. code-block:: Python


    # Display a cross-section with topography
    gpv.plot_2d(geo_model, show_topography=True)




.. image-sg:: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_008.png
   :alt: Cell Number: mid Direction: y
   :srcset: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_008.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    <gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f3eec8a6be0>



.. GENERATED FROM PYTHON SOURCE LINES 272-276

.. code-block:: Python


    # Displaying a geological map
    gpv.plot_2d(geo_model, show_topography=True, section_names=['topography'], show_boundaries=False, show_data=False)




.. image-sg:: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_009.png
   :alt: Geological map
   :srcset: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_009.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    <gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f3e5468df20>



.. GENERATED FROM PYTHON SOURCE LINES 277-282

.. code-block:: Python


    # Display the 3d model with topography
    gpv.plot_3d(geo_model, show_lith=True, show_topography=True)

    # sphinx_gallery_thumbnail_number = -1



.. image-sg:: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_010.png
   :alt: video tutorial model 1
   :srcset: /tutorials/a_getting_started/images/sphx_glr_video_tutorial_model_1_010.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    <gempy_viewer.modules.plot_3d.vista.GemPyToVista object at 0x7f3e541e5950>




.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 15.259 seconds)


.. _sphx_glr_download_tutorials_a_getting_started_video_tutorial_model_1.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: video_tutorial_model_1.ipynb <video_tutorial_model_1.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: video_tutorial_model_1.py <video_tutorial_model_1.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: video_tutorial_model_1.zip <video_tutorial_model_1.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_