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

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

.. _sphx_glr_auto_examples_plot_basic_indentation.py:


Basic Indentation Analysis
==========================

This example analyses a FischerScope HDF5 file and plots each indentation
curve.

.. GENERATED FROM PYTHON SOURCE LINES 8-20

.. code-block:: Python


    from pathlib import Path

    import matplotlib.pyplot as plt
    import pandas as pd

    import micromechanics
    from micromechanics.indentation import Indentation, Tip

    repository_root = Path(micromechanics.__file__).resolve().parents[1]
    file_name = repository_root / "examples" / "FischerScope" / "N1_1.hdf5"








.. GENERATED FROM PYTHON SOURCE LINES 21-23

Define the tip and load the measurement file. The material Poisson ratio
enters the conversion from reduced modulus to Young's modulus.

.. GENERATED FROM PYTHON SOURCE LINES 23-28

.. code-block:: Python


    tip = Tip()
    indentation = Indentation(str(file_name), nuMat=0.5, tip=tip)
    rows = []





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

 .. code-block:: none

    Open hdf5-file: /home/runner/work/micromechanics/micromechanics/examples/FischerScope/N1_1.hdf5




.. GENERATED FROM PYTHON SOURCE LINES 29-31

Each iteration selects the next indentation test. ``analyse`` performs the
Oliver-Pharr evaluation and stores the resulting values in ``metaUser``.

.. GENERATED FROM PYTHON SOURCE LINES 31-37

.. code-block:: Python


    for testname in indentation:
      indentation.analyse()
      plt.plot(indentation.h, indentation.p, label=testname)
      rows.append(indentation.metaUser.copy())




.. image-sg:: /auto_examples/images/sphx_glr_plot_basic_indentation_001.png
   :alt: plot basic indentation
   :srcset: /auto_examples/images/sphx_glr_plot_basic_indentation_001.png
   :class: sphx-glr-single-img





.. GENERATED FROM PYTHON SOURCE LINES 38-40

The force-depth plot gives a quick visual check for repeated measurements,
while the dataframe collects the numerical metadata for inspection or export.

.. GENERATED FROM PYTHON SOURCE LINES 40-47

.. code-block:: Python


    plt.xlabel("Depth / um")
    plt.ylabel("Load / mN")
    plt.legend()

    df = pd.DataFrame(rows)
    print(df)



.. image-sg:: /auto_examples/images/sphx_glr_plot_basic_indentation_002.png
   :alt: plot basic indentation
   :srcset: /auto_examples/images/sphx_glr_plot_basic_indentation_002.png
   :class: sphx-glr-single-img


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

 .. code-block:: none

    /home/runner/work/micromechanics/micromechanics/docs/source/examples/plot_basic_indentation.py:43: UserWarning: No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
      plt.legend()
                       measurementType               S_mN/um  ... segment     code
    0   Fischer Scope Indentation HDF5   [14.35122316486651]  ...     [1]  main.py
    1   Fischer Scope Indentation HDF5  [15.745680750614438]  ...     [1]  main.py
    2   Fischer Scope Indentation HDF5   [15.90439805730888]  ...     [1]  main.py
    3   Fischer Scope Indentation HDF5   [16.09010295147651]  ...     [1]  main.py
    4   Fischer Scope Indentation HDF5  [15.759372606477493]  ...     [1]  main.py
    5   Fischer Scope Indentation HDF5  [15.862357777910967]  ...     [1]  main.py
    6   Fischer Scope Indentation HDF5  [15.871862721628293]  ...     [1]  main.py
    7   Fischer Scope Indentation HDF5  [15.996196579279452]  ...     [1]  main.py
    8   Fischer Scope Indentation HDF5   [15.24746967801729]  ...     [1]  main.py
    9   Fischer Scope Indentation HDF5  [15.376666240263122]  ...     [1]  main.py
    10  Fischer Scope Indentation HDF5   [16.09475997375254]  ...     [1]  main.py
    11  Fischer Scope Indentation HDF5  [15.181851666496254]  ...     [1]  main.py
    12  Fischer Scope Indentation HDF5  [15.703335447957938]  ...     [1]  main.py
    13  Fischer Scope Indentation HDF5  [15.990322177801245]  ...     [1]  main.py
    14  Fischer Scope Indentation HDF5  [16.191081893635452]  ...     [1]  main.py
    15  Fischer Scope Indentation HDF5  [15.072117198490727]  ...     [1]  main.py

    [16 rows x 11 columns]





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

   **Total running time of the script:** (0 minutes 0.688 seconds)


.. _sphx_glr_download_auto_examples_plot_basic_indentation.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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