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

.. only:: html

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

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

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

.. _sphx_glr_generated_examples_plot_stress.py:


Aggregate Y-Stress
====================

.. GENERATED FROM PYTHON SOURCE LINES 6-15

.. code-block:: Python


    # pylint: disable=pointless-statement

    from pathlib import Path
    import numpy as np
    from lasso.dyna import ArrayType
    from mesh2vec.mesh2vec_cae import Mesh2VecCae









.. GENERATED FROM PYTHON SOURCE LINES 16-18

Load Shell from ANSA, simulation results from d3plot
-----------------------------------------------------

.. GENERATED FROM PYTHON SOURCE LINES 18-38

.. code-block:: Python

    hg = Mesh2VecCae.from_ansa_shell(
        10,
        Path("../../data/hat/Hatprofile.k"),
        json_mesh_file=Path("../../data/hat/cached_hat_key.json"),
    )


    def mean_over_components_all_layers(v: list | np.ndarray) -> np.ndarray:
        """get mean over all components and all layers"""
        return np.mean(v, axis=-1)


    feature_name = hg.add_feature_from_d3plot(
        ArrayType.element_shell_stress,
        Path("../../data/hat/HAT.d3plot"),
        timestep=-1,
        shell_layer=mean_over_components_all_layers,
    )









.. GENERATED FROM PYTHON SOURCE LINES 39-41

Aggregate Feature and plot
---------------------------

.. GENERATED FROM PYTHON SOURCE LINES 41-47

.. code-block:: Python

    name = hg.aggregate(feature_name, 1, lambda x: np.mean(np.mean(x)))
    fig = hg.get_visualization_plotly(str(name))
    fig.update_layout(title=name)
    fig







.. raw:: html

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.. GENERATED FROM PYTHON SOURCE LINES 48-50

Access the results
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.. GENERATED FROM PYTHON SOURCE LINES 50-51

.. code-block:: Python

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

   **Total running time of the script:** (0 minutes 1.450 seconds)


.. _sphx_glr_download_generated_examples_plot_stress.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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