.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/04_rotated_blockmodel.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_auto_examples_04_rotated_blockmodel.py>`
        to download the full example code

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

.. _sphx_glr_auto_examples_04_rotated_blockmodel.py:


Rotated Block Model
===================

This example demonstrates how to create a rotated block model.

.. GENERATED FROM PYTHON SOURCE LINES 8-14

.. code-block:: default

    import tempfile

    from pathlib import Path
    from parq_blockmodel import ParquetBlockModel
    import pyvista as pv








.. GENERATED FROM PYTHON SOURCE LINES 15-19

Create a parquet block model
----------------------------
We will create a block model with a shape of 3x3x3 blocks, each block having a size of 1.0 in all dimensions.
We will apply rotation.

.. GENERATED FROM PYTHON SOURCE LINES 19-36

.. code-block:: default


    corner = (0.0, 0.0, 0.0)
    block_size = (1.0, 1.0, 1.0)
    shape = (2, 2, 2)

    temp_dir: Path = Path(tempfile.gettempdir()) / "block_model_example"

    temp_dir.mkdir(parents=True, exist_ok=True)
    # create a temporary file path for the block model

    pbm: ParquetBlockModel = ParquetBlockModel.create_demo_block_model(filename=temp_dir / "demo_block_model.parquet",
                                                                       block_size=block_size, corner=corner, shape=shape,
                                                                       axis_azimuth=30, axis_dip=0, axis_plunge=0,
                                                                       )

    pbm





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

 .. code-block:: none


    ParquetBlockModel(name=demo_block_model, path=/tmp/block_model_example/demo_block_model.pbm.parquet)



.. GENERATED FROM PYTHON SOURCE LINES 37-39

Check the block model
---------------------

.. GENERATED FROM PYTHON SOURCE LINES 39-46

.. code-block:: default

    print("Block Model Path:", pbm.blockmodel_path)
    print("Name:", pbm.name)
    print("Axis Angles:", pbm.geometry.axis_angles)
    print("Data Shape:", pbm.data.shape)
    print("Data Head:\n", pbm.data.head())
    print("Model Attributes:", pbm.attributes)





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

 .. code-block:: none

    Block Model Path: /tmp/block_model_example/demo_block_model.pbm.parquet
    Name: demo_block_model
    Axis Angles: (29.999999999999996, 0.0, 0.0)
    Data Shape: (8, 3)
    Data Head:
                             c_index  f_index  depth
    x        y         z                           
    0.683013  0.183013 0.5        0        0    1.5
                       1.5        1        4    0.5
    1.183013  1.049038 0.5        2        2    1.5
                       1.5        3        6    0.5
    1.549038 -0.316987 0.5        4        1    1.5
    Model Attributes: ['c_index', 'f_index', 'depth']




.. GENERATED FROM PYTHON SOURCE LINES 47-48

Visualise

.. GENERATED FROM PYTHON SOURCE LINES 48-51

.. code-block:: default


    p: pv.Plotter = pbm.plot(scalar='depth', grid_type="image")
    p.show()



.. image-sg:: /auto_examples/images/sphx_glr_04_rotated_blockmodel_001.png
   :alt: 04 rotated blockmodel
   :srcset: /auto_examples/images/sphx_glr_04_rotated_blockmodel_001.png
   :class: sphx-glr-single-img






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

   **Total running time of the script:** (0 minutes 1.071 seconds)


.. _sphx_glr_download_auto_examples_04_rotated_blockmodel.py:

.. only:: html

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




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

      :download:`Download Python source code: 04_rotated_blockmodel.py <04_rotated_blockmodel.py>`

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

      :download:`Download Jupyter notebook: 04_rotated_blockmodel.ipynb <04_rotated_blockmodel.ipynb>`


.. only:: html

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

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