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

.. only:: html

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

        Click :ref:`here <sphx_glr_download_generated_examples_quickstart.py>`
        to download the full example code

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

.. _sphx_glr_generated_examples_quickstart.py:


Quick Start Example
====================

.. GENERATED FROM PYTHON SOURCE LINES 5-12

.. code-block:: default


    # pylint: disable=pointless-statement
    from pathlib import Path
    import numpy as np
    from mesh2vec.mesh2vec_cae import Mesh2VecCae









.. GENERATED FROM PYTHON SOURCE LINES 13-15

Load Shell from ANSA
-----------------------------------------------------

.. GENERATED FROM PYTHON SOURCE LINES 15-21

.. code-block:: default

    m2v = Mesh2VecCae.from_ansa_shell(
        4,
        Path("../../data/hat/Hatprofile.k"),
        json_mesh_file=Path("../../data/hat/cached_hat_key.json"),
    )








.. GENERATED FROM PYTHON SOURCE LINES 22-24

Add element features
------------------------

.. GENERATED FROM PYTHON SOURCE LINES 24-31

.. code-block:: default

    m2v.add_features_from_ansa(
        ["aspect", "warpage"],
        Path("../../data/hat/Hatprofile.k"),
        json_mesh_file=Path("../../data/hat/cached_hat_key.json"),
    )






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

 .. code-block:: none


    ['aspect', 'warpage']



.. GENERATED FROM PYTHON SOURCE LINES 32-34

Aggregate
---------------------------

.. GENERATED FROM PYTHON SOURCE LINES 34-37

.. code-block:: default

    m2v.aggregate("aspect", [0, 2, 3], np.nanmean)






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

 .. code-block:: none


    ['aspect-nanmean-0', 'aspect-nanmean-2', 'aspect-nanmean-3']



.. GENERATED FROM PYTHON SOURCE LINES 38-40

Extract Feature Vector
-----------------------

.. GENERATED FROM PYTHON SOURCE LINES 40-43

.. code-block:: default

    m2v.to_dataframe()







.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div>
    <style scoped>
        .dataframe tbody tr th:only-of-type {
            vertical-align: middle;
        }

        .dataframe tbody tr th {
            vertical-align: top;
        }

        .dataframe thead th {
            text-align: right;
        }
    </style>
    <table border="1" class="dataframe">
      <thead>
        <tr style="text-align: right;">
          <th></th>
          <th>vtx_id</th>
          <th>aspect-nanmean-0</th>
          <th>aspect-nanmean-2</th>
          <th>aspect-nanmean-3</th>
        </tr>
      </thead>
      <tbody>
        <tr>
          <th>0</th>
          <td>4700000</td>
          <td>1.059380</td>
          <td>1.031437</td>
          <td>1.022930</td>
        </tr>
        <tr>
          <th>1</th>
          <td>4700001</td>
          <td>1.059379</td>
          <td>1.031446</td>
          <td>1.022950</td>
        </tr>
        <tr>
          <th>2</th>
          <td>4700002</td>
          <td>1.059005</td>
          <td>1.031635</td>
          <td>1.023236</td>
        </tr>
        <tr>
          <th>3</th>
          <td>4700003</td>
          <td>1.013129</td>
          <td>1.113148</td>
          <td>1.223267</td>
        </tr>
        <tr>
          <th>4</th>
          <td>4700004</td>
          <td>1.010529</td>
          <td>1.151260</td>
          <td>1.062500</td>
        </tr>
        <tr>
          <th>...</th>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
        </tr>
        <tr>
          <th>6395</th>
          <td>2002173</td>
          <td>1.000000</td>
          <td>1.000000</td>
          <td>1.000000</td>
        </tr>
        <tr>
          <th>6396</th>
          <td>2002174</td>
          <td>1.000000</td>
          <td>1.000000</td>
          <td>1.000000</td>
        </tr>
        <tr>
          <th>6397</th>
          <td>2002175</td>
          <td>1.000000</td>
          <td>1.000000</td>
          <td>1.000000</td>
        </tr>
        <tr>
          <th>6398</th>
          <td>2002176</td>
          <td>1.000000</td>
          <td>1.000000</td>
          <td>1.000000</td>
        </tr>
        <tr>
          <th>6399</th>
          <td>2002177</td>
          <td>1.000000</td>
          <td>1.000000</td>
          <td>1.000000</td>
        </tr>
      </tbody>
    </table>
    <p>6400 rows × 4 columns</p>
    </div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 44-46

Visualize a single feature
---------------------------

.. GENERATED FROM PYTHON SOURCE LINES 46-47

.. code-block:: default

    m2v.get_visualization_plotly("aspect-nanmean-2")





.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div>            <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-AMS-MML_SVG"></script><script type="text/javascript">if (window.MathJax && window.MathJax.Hub && window.MathJax.Hub.Config) {window.MathJax.Hub.Config({SVG: {font: "STIX-Web"}});}</script>                <script type="text/javascript">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>
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.. rst-class:: sphx-glr-timing

   **Total running time of the script:** ( 0 minutes  0.858 seconds)


.. _sphx_glr_download_generated_examples_quickstart.py:

.. only:: html

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

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

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

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


.. only:: html

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