.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/load_2021_2022_test_data.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        You can download :ref:`below <sphx_glr_download_auto_examples_load_2021_2022_test_data.py>`
        the full example code and run it online in `Codespaces <https://codespaces.new/spark-cleantech-l3/sda-copy?quickstart=1>`__

        .. image:: https://github.com/codespaces/badge.svg
            :target: https://codespaces.new/spark-cleantech-l3/sda-copy?quickstart=1

---

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

.. _sphx_glr_auto_examples_load_2021_2022_test_data.py:


Load 2021-2022 test data.
=========================

This example shows how to load the test data for the years 2021 and 2022
using the high-level :py:func:`sda.api.load.load_test` function.

.. GENERATED FROM PYTHON SOURCE LINES 10-12

First, we import the required libraries.
-----------------------------------------

.. GENERATED FROM PYTHON SOURCE LINES 12-16

.. code-block:: Python

    import pandas as pd

    from sda.api.load import load_test


.. GENERATED FROM PYTHON SOURCE LINES 17-19

Then, we define the test names to be loaded.
--------------------------------------------

.. GENERATED FROM PYTHON SOURCE LINES 19-34

.. code-block:: Python


    # Test names (the load_test function will automatically find the files)
    test_names = [
        "21s16",  # Sparkv3 - Pyrolyse quanti
        "21s17c",  # section_reduite
        "21s37",  # pyrolyse run bas débit - chromato
        "21s42",  # pyrolyse run bas débit - chromato
        "22s01",  # pyrolyse exploration pression
        "22s03",  # temps formation jonction
        "22s05a",  # pyrolyse reacteur V3C
        "22s05b",  # pyrolyse reacteur V3D
        "22s11",  # pyrolyse reacteur V3D
        "22s25",  # pyrolyse reacteur V4A
    ]


.. GENERATED FROM PYTHON SOURCE LINES 35-37

Now, we can load the data using the high-level `load_test()` function.
-----------------------------------------------------------------------

.. GENERATED FROM PYTHON SOURCE LINES 37-51

.. code-block:: Python


    # Load all tests and combine into a single DataFrame
    all_dataframes = []

    for test_name in test_names:
        df = load_test(test_name)
        all_dataframes.append(df)

    # Combine all DataFrames
    df = pd.concat(all_dataframes, ignore_index=True)

    # Output
    print(f"{len(df)} experimental points parsed")
    print(df)


.. _sphx_glr_download_auto_examples_load_2021_2022_test_data.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: load_2021_2022_test_data.ipynb <load_2021_2022_test_data.ipynb>`

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

      :download:`Download Python source code: load_2021_2022_test_data.py <load_2021_2022_test_data.py>`

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

      :download:`Download zipped: load_2021_2022_test_data.zip <load_2021_2022_test_data.zip>`