.. 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 10-19

.. code-block:: Python


    # Importing necessary libraries
    import gempy as gp
    import gempy_viewer as gpv
    from gempy_engine.core.data.stack_relation_type import StackRelationType

    # sphinx_gallery_thumbnail_number = 2









.. GENERATED FROM PYTHON SOURCE LINES 20-22

Generate the model
Define the path to data

.. GENERATED FROM PYTHON SOURCE LINES 22-49

.. 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
    data = 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=data,
        mapping_object={
            "Strat_Series1": 'rock3',
            "Strat_Series2": ('rock2', 'rock1')
        }
    )
    # Define the structural relation
    data.structural_frame.structural_groups[0].structural_relation = StackRelationType.ERODE

    # Compute the geological model
    gp.compute_model(data)
    geo_data = data





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

 .. code-block:: none

    Surface points hash:  7f8130574e9fd3deb75ffcbfcafff5b6b832d233ee95246f4be17e5cb8575712
    Orientations hash:  580fd4be0d29ee09c4018f629b4a1b3545faeae127e6532e66f730e7f0203e69
    Setting Backend To: AvailableBackends.numpy
    Chunking done: 6 chunks
    Chunking done: 6 chunks




.. GENERATED FROM PYTHON SOURCE LINES 50-51

Plot the initial geological model in the y direction

.. GENERATED FROM PYTHON SOURCE LINES 51-53

.. code-block:: Python

    gpv.plot_2d(geo_data, 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 0x7fcdca566ec0>



.. GENERATED FROM PYTHON SOURCE LINES 54-55

Plot the result of the model in the y and x directions with data

.. GENERATED FROM PYTHON SOURCE LINES 55-58

.. code-block:: Python

    gpv.plot_2d(geo_data, direction='y', show_data=True)
    gpv.plot_2d(geo_data, 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 0x7fcdac4f59c0>




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

   **Total running time of the script:** (0 minutes 7.078 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>`_