.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "examples/geometries/a01_horizontal_stratigraphic.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_a01_horizontal_stratigraphic.py>`
        to download the full example code.

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

.. _sphx_glr_examples_geometries_a01_horizontal_stratigraphic.py:


Model 1 - Horizontal stratigraphy
==================================

A simple example with horizontal layers

This script demonstrates how to create a basic model with horizontally stacked layers using GemPy,
a Python-based, open-source library for implicit geological modeling.

.. GENERATED FROM PYTHON SOURCE LINES 13-14

Import necessary libraries

.. GENERATED FROM PYTHON SOURCE LINES 14-20

.. code-block:: Python

    import gempy as gp
    import gempy_viewer as gpv


    # sphinx_gallery_thumbnail_number = 2








.. GENERATED FROM PYTHON SOURCE LINES 21-23

Generate the model
Define the path to data

.. GENERATED FROM PYTHON SOURCE LINES 23-43

.. code-block:: Python

    data_path = 'https://raw.githubusercontent.com/cgre-aachen/gempy_data/master/'
    # Create a GeoModel instance
    data = gp.create_geomodel(
        project_name='horizontal',
        extent=[0, 1000, 0, 1000, 0, 1000],
        refinement=6,
        importer_helper=gp.data.ImporterHelper(
            path_to_orientations=data_path + "/data/input_data/jan_models/model1_orientations.csv",
            path_to_surface_points=data_path + "/data/input_data/jan_models/model1_surface_points.csv"
        )
    )
    # Map geological series to surfaces
    gp.map_stack_to_surfaces(
        gempy_model=data,
        mapping_object={"Strat_Series": ('rock2', 'rock1')}
    )
    # Compute the geological model
    gp.compute_model(data)
    geo_data = data





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

 .. code-block:: none

    Surface points hash:  6f1a39ed77e87a4057f03629c946b1876b87e24409cadfe0e1cf7ab1488f69e4
    Orientations hash:  04c307ae23f70252fe54144a2fb95ca7d96584a2d497ea539ed32dfd23e7cd5d
    Setting Backend To: AvailableBackends.numpy




.. GENERATED FROM PYTHON SOURCE LINES 44-45

Plot the initial geological model in the y direction without results

.. GENERATED FROM PYTHON SOURCE LINES 45-50

.. code-block:: Python

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

    # Plot the result of the model in the x and y direction with data and without boundaries
    gpv.plot_2d(geo_data, direction=['x'], show_data=True, show_boundaries=False)
    gpv.plot_2d(geo_data, direction=['y'], show_data=True, show_boundaries=False)



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


    *

      .. image-sg:: /examples/geometries/images/sphx_glr_a01_horizontal_stratigraphic_001.png
         :alt: Cell Number: mid Direction: y
         :srcset: /examples/geometries/images/sphx_glr_a01_horizontal_stratigraphic_001.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/geometries/images/sphx_glr_a01_horizontal_stratigraphic_002.png
         :alt: Cell Number: mid Direction: x
         :srcset: /examples/geometries/images/sphx_glr_a01_horizontal_stratigraphic_002.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/geometries/images/sphx_glr_a01_horizontal_stratigraphic_003.png
         :alt: Cell Number: mid Direction: y
         :srcset: /examples/geometries/images/sphx_glr_a01_horizontal_stratigraphic_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 0x7fcddd947ee0>




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

   **Total running time of the script:** (0 minutes 2.550 seconds)


.. _sphx_glr_download_examples_geometries_a01_horizontal_stratigraphic.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: a01_horizontal_stratigraphic.ipynb <a01_horizontal_stratigraphic.ipynb>`

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

      :download:`Download Python source code: a01_horizontal_stratigraphic.py <a01_horizontal_stratigraphic.py>`

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

      :download:`Download zipped: a01_horizontal_stratigraphic.zip <a01_horizontal_stratigraphic.zip>`


.. only:: html

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

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