.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "examples/geometries/e05_fault.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_examples_geometries_e05_fault.py>`
        to download the full example code.

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

.. _sphx_glr_examples_geometries_e05_fault.py:


Model 5 - Fault
=================

Modeling a fault

This script demonstrates how to create a simple fault model with constant offset using GemPy,
a Python-based, open-source library for implicit geological modeling.

.. GENERATED FROM PYTHON SOURCE LINES 10-17

.. code-block:: Python


    # Import necessary libraries
    import gempy as gp
    import gempy_viewer as gpv

    # sphinx_gallery_thumbnail_number = 2








.. GENERATED FROM PYTHON SOURCE LINES 18-21

Generate the model
-------------------
Define the path to the input data

.. GENERATED FROM PYTHON SOURCE LINES 21-50

.. code-block:: Python

    data_path = 'https://raw.githubusercontent.com/cgre-aachen/gempy_data/master/'
    path_to_data = data_path + "/data/input_data/jan_models/"

    # Create a GeoModel instance
    geo_model = gp.create_geomodel(
        project_name='fault',
        extent=[0, 1000, 0, 1000, 0, 1000],
        refinement=6,
        importer_helper=gp.data.ImporterHelper(
            path_to_orientations=path_to_data + "model5_orientations.csv",
            path_to_surface_points=path_to_data + "model5_surface_points.csv"
        )
    )

    # Map geological series to surfaces
    gp.map_stack_to_surfaces(
        gempy_model=geo_model,
        mapping_object={
            "Fault_Series": 'fault',
            "Strat_Series": ('rock2', 'rock1')
        }
    )

    # Define the youngest structural group as a fault
    gp.set_is_fault(geo_model, ["Fault_Series"])

    # Compute the geological model
    gp.compute_model(geo_model)





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

 .. code-block:: none

    Surface points hash:  8fe9250462c3e65080818a84d29925378664f6be46301dcdb42ed4047aa3fe6f
    Orientations hash:  58d1d28be0c52dfdcedf36c9adc3b231e67d6923554159d6484dba589b0bfc5e
    Setting Backend To: AvailableBackends.PYTORCH
    GPU requested but unavailable; falling back to CPU (GEMPY_GPU_FALLBACK=True)
    Setting Backend To: AvailableBackends.PYTORCH


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <b>Solutions:</b> 6 Octree Levels, 3 DualContouringMeshes
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 51-54

2D visualization
-----------------
Plot the initial input data in the y direction, without computed results

.. GENERATED FROM PYTHON SOURCE LINES 54-56

.. code-block:: Python

    gpv.plot_2d(geo_model, direction=['y'], show_results=False)




.. image-sg:: /examples/geometries/images/sphx_glr_e05_fault_001.png
   :alt: Cell Number: mid Direction: y
   :srcset: /examples/geometries/images/sphx_glr_e05_fault_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 0x7f9a1646fc50>



.. GENERATED FROM PYTHON SOURCE LINES 57-58

Plot the computed result in the y and x directions, with data

.. GENERATED FROM PYTHON SOURCE LINES 58-61

.. code-block:: Python

    gpv.plot_2d(geo_model, direction='y', show_data=True)
    gpv.plot_2d(geo_model, direction='x', show_data=True)




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


    *

      .. image-sg:: /examples/geometries/images/sphx_glr_e05_fault_002.png
         :alt: Cell Number: mid Direction: y
         :srcset: /examples/geometries/images/sphx_glr_e05_fault_002.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/geometries/images/sphx_glr_e05_fault_003.png
         :alt: Cell Number: mid Direction: x
         :srcset: /examples/geometries/images/sphx_glr_e05_fault_003.png
         :class: sphx-glr-multi-img


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

 .. code-block:: none


    <gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f9a07335b50>



.. GENERATED FROM PYTHON SOURCE LINES 62-65

3D visualization
-----------------
Display the computed model in 3D

.. GENERATED FROM PYTHON SOURCE LINES 65-66

.. code-block:: Python

    gpv.plot_3d(geo_model, show_lith=True, show_boundaries=True, ve=None)



.. image-sg:: /examples/geometries/images/sphx_glr_e05_fault_004.png
   :alt: e05 fault
   :srcset: /examples/geometries/images/sphx_glr_e05_fault_004.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <gempy_viewer.modules.plot_3d.vista.GemPyToVista object at 0x7f99f73c7d90>




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

   **Total running time of the script:** (0 minutes 3.597 seconds)


.. _sphx_glr_download_examples_geometries_e05_fault.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: e05_fault.ipynb <e05_fault.ipynb>`

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

      :download:`Download Python source code: e05_fault.py <e05_fault.py>`

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

      :download:`Download zipped: e05_fault.zip <e05_fault.zip>`


.. only:: html

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

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