.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "examples/geometries/f06_unconformity.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_f06_unconformity.py>`
        to download the full example code.

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

.. _sphx_glr_examples_geometries_f06_unconformity.py:


Model 6 - Unconformity
========================

Modeling unconformities through the combination of scalar fields

This script creates an unconformity cutting an anticline structure using GemPy,
an open-source, Python-based library for building implicit geological models.

.. 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 21-47

.. 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='unconformity',
        extent=[0, 1000, 0, 1000, 0, 1000],
        refinement=6,
        importer_helper=gp.data.ImporterHelper(
            path_to_orientations=path_to_data + "model6_orientations.csv",
            path_to_surface_points=path_to_data + "model6_surface_points.csv"
        )
    )

    # Map geological series to surfaces
    gp.map_stack_to_surfaces(
        gempy_model=geo_model,
        mapping_object={
            "Strat_Series1": 'rock3',
            "Strat_Series2": ('rock2', 'rock1')
        }
    )

    # Compute the geological model
    gp.compute_model(geo_model)





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

 .. code-block:: none

    Surface points hash:  7f8130574e9fd3deb75ffcbfcafff5b6b832d233ee95246f4be17e5cb8575712
    Orientations hash:  580fd4be0d29ee09c4018f629b4a1b3545faeae127e6532e66f730e7f0203e69
    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 48-51

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

.. GENERATED FROM PYTHON SOURCE LINES 51-53

.. code-block:: Python

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




.. image-sg:: /examples/geometries/images/sphx_glr_f06_unconformity_001.png
   :alt: Cell Number: mid Direction: y
   :srcset: /examples/geometries/images/sphx_glr_f06_unconformity_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 0x7f9a29f0f6d0>



.. GENERATED FROM PYTHON SOURCE LINES 54-55

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

.. GENERATED FROM PYTHON SOURCE LINES 55-58

.. 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_f06_unconformity_002.png
         :alt: Cell Number: mid Direction: y
         :srcset: /examples/geometries/images/sphx_glr_f06_unconformity_002.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/geometries/images/sphx_glr_f06_unconformity_003.png
         :alt: Cell Number: mid Direction: x
         :srcset: /examples/geometries/images/sphx_glr_f06_unconformity_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 0x7f9a28126c50>



.. GENERATED FROM PYTHON SOURCE LINES 59-62

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

.. GENERATED FROM PYTHON SOURCE LINES 62-63

.. code-block:: Python

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



.. image-sg:: /examples/geometries/images/sphx_glr_f06_unconformity_004.png
   :alt: f06 unconformity
   :srcset: /examples/geometries/images/sphx_glr_f06_unconformity_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 0x7f99f73db850>




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

   **Total running time of the script:** (0 minutes 3.624 seconds)


.. _sphx_glr_download_examples_geometries_f06_unconformity.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: f06_unconformity.ipynb <f06_unconformity.ipynb>`

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

      :download:`Download Python source code: f06_unconformity.py <f06_unconformity.py>`

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

      :download:`Download zipped: f06_unconformity.zip <f06_unconformity.zip>`


.. only:: html

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

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