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

.. only:: html

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

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

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

.. _sphx_glr_examples_real_Alesmodel.py:


Model of Ales, France: Plotting Sections and Maps
======================================

.. GENERATED FROM PYTHON SOURCE LINES 7-13

.. admonition:: Explanation

      This model is generally quite unstable and requires float64 precision to determine a solution.
      The lack of data in one corner for the TRIAS and LIAS series causes the model to bend unrealistically,
      eroding the CARBO layer, which disappears in that section. 


.. GENERATED FROM PYTHON SOURCE LINES 13-18

.. code-block:: Python


    import gempy as gp
    import gempy_viewer as gpv
    import os








.. GENERATED FROM PYTHON SOURCE LINES 19-20

Setting up paths

.. GENERATED FROM PYTHON SOURCE LINES 20-27

.. code-block:: Python

    cwd = os.getcwd()
    data_path = os.path.join(cwd, 'examples') if 'examples' not in cwd else os.path.join(cwd, '../..')

    path_interf = os.path.join(data_path, "data/input_data/AlesModel/2018_interf.csv")
    path_orient = os.path.join(data_path, "data/input_data/AlesModel/2018_orient_clust_n_init5_0.csv")
    path_dem = os.path.join(data_path, "data/input_data/AlesModel/_cropped_DEM_coarse.tif")








.. GENERATED FROM PYTHON SOURCE LINES 28-29

Creating the geological model

.. GENERATED FROM PYTHON SOURCE LINES 29-40

.. code-block:: Python

    geo_model: gp.data.GeoModel = gp.create_geomodel(
        project_name='Claudius',
        extent=[729550.0, 751500.0, 1913500.0, 1923650.0, -1800.0, 800.0],
        resolution=None,
        refinement=6,
        importer_helper=gp.data.ImporterHelper(
            path_to_orientations=path_orient,
            path_to_surface_points=path_interf,
        )
    )








.. GENERATED FROM PYTHON SOURCE LINES 41-42

Setting up the section grid

.. GENERATED FROM PYTHON SOURCE LINES 42-49

.. code-block:: Python

    gp.set_section_grid(
        grid=geo_model.grid,
        section_dict={
                'section1': ([732000, 1916000], [745000, 1916000], [200, 150])
        }
    )





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

 .. code-block:: none

    Active grids: GridTypes.NONE|SECTIONS|OCTREE


.. 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>[732000, 1916000]</td>
          <td>[745000, 1916000]</td>
          <td>[200, 150]</td>
          <td>13000.0</td>
        </tr>
      </tbody>
    </table>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 50-51

Sorting lithologies

.. GENERATED FROM PYTHON SOURCE LINES 51-64

.. code-block:: Python

    gp.map_stack_to_surfaces(
        gempy_model=geo_model,
        mapping_object={
                'fault_left': 'fault_left',
                'fault_right': 'fault_right',
                'fault_lr': 'fault_lr',
                'Trias_Series': ('TRIAS', 'LIAS'),
                'Carbon_Series': 'CARBO',
                'Basement_Series': 'basement'
        },
        remove_unused_series=True
    )





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

 .. code-block:: none

    Could not find element 'basement' in any group.


.. 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>fault_left</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 #728f02;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>fault_left</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>fault_right</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 #ff3f20;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>fault_right</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>fault_lr</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 #443988;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>fault_lr</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>Trias_Series</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>TRIAS</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>LIAS</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>Carbon_Series</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>CARBO</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;">fault_left</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_righ...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_lr</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">Trias_Seri...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">Carbon_Ser...</th><tr><th>fault_left</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><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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_right</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><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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_lr</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><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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>Trias_Series</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><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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>Carbon_Series</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><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><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 65-66

Changing colors

.. GENERATED FROM PYTHON SOURCE LINES 66-70

.. code-block:: Python

    geo_model.structural_frame.get_element_by_name("LIAS").color = "#015482"
    geo_model.structural_frame.get_element_by_name("TRIAS").color = "#9f0052"
    geo_model.structural_frame.get_element_by_name("CARBO").color = "#ffbe00"








.. GENERATED FROM PYTHON SOURCE LINES 71-72

Plotting the 2D model

.. GENERATED FROM PYTHON SOURCE LINES 72-74

.. code-block:: Python

    gpv.plot_2d(geo_model, direction='y')




.. image-sg:: /examples/real/images/sphx_glr_Alesmodel_001.png
   :alt: Cell Number: mid Direction: y
   :srcset: /examples/real/images/sphx_glr_Alesmodel_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 0x7fbcb5ad3df0>



.. GENERATED FROM PYTHON SOURCE LINES 75-76

Plotting section traces

.. GENERATED FROM PYTHON SOURCE LINES 76-78

.. code-block:: Python

    gpv.plot_section_traces(geo_model)




.. image-sg:: /examples/real/images/sphx_glr_Alesmodel_002.png
   :alt: Cell Number: -1 Direction: z
   :srcset: /examples/real/images/sphx_glr_Alesmodel_002.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <function plot_section_traces at 0x7fbd043bb010>



.. GENERATED FROM PYTHON SOURCE LINES 79-80

Setting faults

.. GENERATED FROM PYTHON SOURCE LINES 80-90

.. code-block:: Python

    gp.set_is_fault(
        frame=geo_model.structural_frame,
        fault_groups=[
                geo_model.structural_frame.get_group_by_name('fault_left'),
                geo_model.structural_frame.get_group_by_name('fault_right'),
                geo_model.structural_frame.get_group_by_name('fault_lr')
        ],
        change_color=True
    )






.. 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>fault_left</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.FAULT</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #527682;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>fault_left</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>fault_right</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.FAULT</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #527682;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>fault_right</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>fault_lr</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.FAULT</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #527682;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>fault_lr</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>Trias_Series</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>TRIAS</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>LIAS</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>Carbon_Series</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>CARBO</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;">fault_left</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_righ...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_lr</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">Trias_Seri...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">Carbon_Ser...</th><tr><th>fault_left</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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_right</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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_lr</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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>Trias_Series</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><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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>Carbon_Series</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><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><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 91-92

Setting topography from file

.. GENERATED FROM PYTHON SOURCE LINES 92-101

.. code-block:: Python

    gp.set_topography_from_file(
        grid=geo_model.grid,
        filepath=path_dem,
        crop_to_extent=[729550.0, 751500.0, 1913500.0, 1923650.0]
    )

    # Plotting 3D model with topography
    gpv.plot_3d(geo_model, show_topography=True, ve=1, image=True)




.. image-sg:: /examples/real/images/sphx_glr_Alesmodel_003.png
   :alt: Alesmodel
   :srcset: /examples/real/images/sphx_glr_Alesmodel_003.png
   :class: sphx-glr-single-img

.. image-sg:: /examples/real/images/sphx_glr_Alesmodel_004.png
   :alt: Alesmodel
   :srcset: /examples/real/images/sphx_glr_Alesmodel_004.png
   :class: sphx-glr-single-img


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

 .. code-block:: none

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

    <gempy_viewer.modules.plot_3d.vista.GemPyToVista object at 0x7fbcb6c18070>



.. GENERATED FROM PYTHON SOURCE LINES 102-103

Getting the Carbon Series

.. GENERATED FROM PYTHON SOURCE LINES 103-105

.. code-block:: Python

    carbo = geo_model.structural_frame.get_group_by_name("Carbon_Series")








.. GENERATED FROM PYTHON SOURCE LINES 106-107

Modifying interpolation options for better model fitting

.. GENERATED FROM PYTHON SOURCE LINES 107-115

.. code-block:: Python

    geo_model.interpolation_options.number_octree_levels_surface = 4
    geo_model.interpolation_options.kernel_options.range = 0.8
    gp.modify_surface_points(
        geo_model=geo_model,
        elements_names=["CARBO", "LIAS", "TRIAS"],
        nugget=0.005
    )






.. 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>fault_left</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.FAULT</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #527682;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>fault_left</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>fault_right</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.FAULT</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #527682;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>fault_right</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>fault_lr</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.FAULT</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #527682;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>fault_lr</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>Trias_Series</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>TRIAS</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>LIAS</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>Carbon_Series</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>CARBO</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;">fault_left</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_righ...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_lr</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">Trias_Seri...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">Carbon_Ser...</th><tr><th>fault_left</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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_right</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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_lr</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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>Trias_Series</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><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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>Carbon_Series</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><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><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 116-117

Displaying the structural frame

.. GENERATED FROM PYTHON SOURCE LINES 117-120

.. code-block:: Python

    print(geo_model.structural_frame)
    geo_model.structural_frame





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

 .. code-block:: none

    StructuralFrame(
            structural_groups=[
    StructuralGroup(
            name=fault_left,
            structural_relation=StackRelationType.FAULT,
            elements=[
    Element(
            name=fault_left,
            color=#527682,
            is_active=True
    )
    ]
    ),
    StructuralGroup(
            name=fault_right,
            structural_relation=StackRelationType.FAULT,
            elements=[
    Element(
            name=fault_right,
            color=#527682,
            is_active=True
    )
    ]
    ),
    StructuralGroup(
            name=fault_lr,
            structural_relation=StackRelationType.FAULT,
            elements=[
    Element(
            name=fault_lr,
            color=#527682,
            is_active=True
    )
    ]
    ),
    StructuralGroup(
            name=Trias_Series,
            structural_relation=StackRelationType.ERODE,
            elements=[
    Element(
            name=TRIAS,
            color=#9f0052,
            is_active=True
    ),
    Element(
            name=LIAS,
            color=#015482,
            is_active=True
    )
    ]
    ),
    StructuralGroup(
            name=Carbon_Series,
            structural_relation=StackRelationType.ERODE,
            elements=[
    Element(
            name=CARBO,
            color=#ffbe00,
            is_active=True
    )
    ]
    )
    ],
            fault_relations=
    [[False, False, False,  True,  True],
     [False, False, False,  True,  True],
     [False, False, False,  True,  True],
     [False, False, False, False, False],
     [False, False, False, False, False]],



.. 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>fault_left</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.FAULT</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #527682;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>fault_left</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>fault_right</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.FAULT</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #527682;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>fault_right</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>fault_lr</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.FAULT</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #527682;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>fault_lr</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>Trias_Series</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>TRIAS</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>LIAS</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>Carbon_Series</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>CARBO</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;">fault_left</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_righ...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_lr</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">Trias_Seri...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">Carbon_Ser...</th><tr><th>fault_left</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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_right</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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_lr</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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>Trias_Series</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><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><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>Carbon_Series</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><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><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 121-129

Explanation of model characteristics and adjustments
This model has characteristics that make it difficult to get the right default values:
- It is large, and we want high resolution
- Some series have a large conditional number (i.e., the model input is not very stable)
To address these issues:
- Reduce the chunk size during evaluation to trade speed for memory
- Reduce the std of the error parameter in octree refinement, which evaluates fewer voxels but may leave some without refinement
Enable debugging options to help tune these parameters.

.. GENERATED FROM PYTHON SOURCE LINES 131-132

Setting verbose and condition number options for debugging

.. GENERATED FROM PYTHON SOURCE LINES 132-135

.. code-block:: Python

    geo_model.interpolation_options.evaluation_options.verbose = True
    geo_model.interpolation_options.kernel_options.compute_condition_number = True








.. GENERATED FROM PYTHON SOURCE LINES 136-139

Observations and parameter adjustments
The octree refinement is making the octree grid almost dense, and smaller chunks are needed to avoid running out of memory.
Adjusting parameters accordingly:

.. GENERATED FROM PYTHON SOURCE LINES 139-143

.. code-block:: Python


    geo_model.interpolation_options.evaluation_options.octree_error_threshold = 0.5
    geo_model.interpolation_options.evaluation_options.evaluation_chunk_size = 50_000








.. GENERATED FROM PYTHON SOURCE LINES 144-145

Computing the model with the adjusted settings

.. GENERATED FROM PYTHON SOURCE LINES 145-155

.. code-block:: Python

    geo_model.interpolation_options.mesh_extraction = False
    _ = gp.compute_model(
        geo_model,
        engine_config=gp.data.GemPyEngineConfig(
            backend=gp.data.AvailableBackends.PYTORCH,
            use_gpu=True,
            dtype="float64"
        )
    )




.. rst-class:: sphx-glr-horizontal


    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_005.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_005.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_006.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_006.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_007.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_007.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_008.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_008.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_009.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_009.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_010.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_010.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_011.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_011.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_012.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_012.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_013.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_013.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_014.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_014.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_015.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_015.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_016.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_016.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_017.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_017.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_018.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_018.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_019.png
         :alt: Voxel Scalar Values with Refinement Status
         :srcset: /examples/real/images/sphx_glr_Alesmodel_019.png
         :class: sphx-glr-multi-img


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

 .. code-block:: none

    Setting Backend To: AvailableBackends.PYTORCH
    Condition number: 2917573.7407638184.
    Chunking done: 19 chunks
    Condition number: 1174481.1989654184.
    Chunking done: 9 chunks
    Condition number: 1642063.3117937546.
    Chunking done: 11 chunks
    Condition number: 1586673.9519253937.
    Chunking done: 248 chunks
    Condition number: 1122611.6721707566.
    Chunking done: 198 chunks
    Chunking done: 32 chunks
    Chunking done: 26 chunks
    Number of voxels marked by stats: 136 of torch.Size([512]).
     Number of voxels marked by corners : 328
    Total voxels: 136
    Dense Grid would be 512 voxels
    Number of voxels marked by stats: 129 of torch.Size([512]).
     Number of voxels marked by corners : 328
    Total voxels: 186
    Dense Grid would be 512 voxels
    Number of voxels marked by stats: 152 of torch.Size([512]).
     Number of voxels marked by corners : 328
    Total voxels: 242
    Dense Grid would be 512 voxels
    Number of voxels marked by stats: 136 of torch.Size([512]).
     Number of voxels marked by corners : 328
    Total voxels: 314
    Dense Grid would be 512 voxels
    Number of voxels marked by stats: 170 of torch.Size([512]).
     Number of voxels marked by corners : 328
    Total voxels: 367
    Dense Grid would be 512 voxels
    Chunking done: 27 chunks
    Chunking done: 22 chunks
    Chunking done: 16 chunks
    Chunking done: 8 chunks
    Chunking done: 9 chunks
    Chunking done: 205 chunks
    Chunking done: 164 chunks
    Number of voxels marked by stats: 1014 of torch.Size([3360]).
     Number of voxels marked by corners : 1656
    Total voxels: 1014
    Dense Grid would be 4096 voxels
    Number of voxels marked by stats: 976 of torch.Size([3360]).
     Number of voxels marked by corners : 1656
    Total voxels: 1429
    Dense Grid would be 4096 voxels
    Number of voxels marked by stats: 1135 of torch.Size([3360]).
     Number of voxels marked by corners : 1656
    Total voxels: 1852
    Dense Grid would be 4096 voxels
    Number of voxels marked by stats: 1051 of torch.Size([3360]).
     Number of voxels marked by corners : 1656
    Total voxels: 2390
    Dense Grid would be 4096 voxels
    Number of voxels marked by stats: 1247 of torch.Size([3360]).
     Number of voxels marked by corners : 1656
    Total voxels: 2741
    Dense Grid would be 4096 voxels
    Chunking done: 14 chunks
    Chunking done: 7 chunks
    Chunking done: 8 chunks
    Chunking done: 184 chunks
    Chunking done: 147 chunks
    Chunking done: 108 chunks
    Chunking done: 51 chunks
    Chunking done: 62 chunks
    Chunking done: 1459 chunks
    Chunking done: 1167 chunks
    Number of voxels marked by stats: 7902 of torch.Size([24048]).
     Number of voxels marked by corners : 8203
    Total voxels: 7902
    Dense Grid would be 32768 voxels
    Number of voxels marked by stats: 7629 of torch.Size([24048]).
     Number of voxels marked by corners : 8203
    Total voxels: 11219
    Dense Grid would be 32768 voxels
    Number of voxels marked by stats: 8784 of torch.Size([24048]).
     Number of voxels marked by corners : 8203
    Total voxels: 14630
    Dense Grid would be 32768 voxels
    Number of voxels marked by stats: 8070 of torch.Size([24048]).
     Number of voxels marked by corners : 8203
    Total voxels: 18800
    Dense Grid would be 32768 voxels
    Number of voxels marked by stats: 9624 of torch.Size([24048]).
     Number of voxels marked by corners : 8203
    Total voxels: 21430
    Dense Grid would be 32768 voxels
    Chunking done: 102 chunks
    Chunking done: 48 chunks
    Chunking done: 59 chunks
    Chunking done: 1378 chunks
    Chunking done: 1103 chunks




.. GENERATED FROM PYTHON SOURCE LINES 156-157

Plotting the 2D model with and without topography

.. GENERATED FROM PYTHON SOURCE LINES 157-161

.. code-block:: Python

    gpv.plot_2d(geo_model, show_topography=False, section_names=['topography'], show_lith=True)
    gpv.plot_2d(geo_model, cell_number=[4], direction=['y'], show_topography=True, show_data=True)
    gpv.plot_2d(geo_model, cell_number=[-4], direction=['y'], show_topography=True, show_data=True)




.. rst-class:: sphx-glr-horizontal


    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_020.png
         :alt: Geological map
         :srcset: /examples/real/images/sphx_glr_Alesmodel_020.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_021.png
         :alt: Cell Number: 4 Direction: y
         :srcset: /examples/real/images/sphx_glr_Alesmodel_021.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/real/images/sphx_glr_Alesmodel_022.png
         :alt: Cell Number: -4 Direction: y
         :srcset: /examples/real/images/sphx_glr_Alesmodel_022.png
         :class: sphx-glr-multi-img


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

 .. code-block:: none

    /home/leguark/TeamCity/work/3a8738c25f60c3c9/venv/lib/python3.10/site-packages/gempy_viewer/API/_plot_2d_sections_api.py:106: UserWarning: Section contacts not implemented yet. We need to pass scalar field for the sections grid
      warnings.warn(

    <gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7fbc9ea0bf70>



.. GENERATED FROM PYTHON SOURCE LINES 162-164

Setting thumbnail number for Sphinx-Gallery
sphinx_gallery_thumbnail_number = -1

.. GENERATED FROM PYTHON SOURCE LINES 164-165

.. code-block:: Python

    gpv.plot_3d(geo_model, show_lith=True, show_topography=True, kwargs_plot_structured_grid={'opacity': 0.8})



.. image-sg:: /examples/real/images/sphx_glr_Alesmodel_023.png
   :alt: Alesmodel
   :srcset: /examples/real/images/sphx_glr_Alesmodel_023.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <gempy_viewer.modules.plot_3d.vista.GemPyToVista object at 0x7fbcac3b7190>




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

   **Total running time of the script:** (0 minutes 53.019 seconds)


.. _sphx_glr_download_examples_real_Alesmodel.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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