.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/load_tests.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_tests.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_tests.py:


Load tests with unified function.
=================================

This example shows how to load multiple test data files using the unified
load_tests() function from the library that handles both file discovery and parsing.

.. GENERATED FROM PYTHON SOURCE LINES 10-12

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

.. GENERATED FROM PYTHON SOURCE LINES 12-20

.. code-block:: Python

    import warnings

    from sda.api import list_all_tests, load_tests

    # Suppress warnings for cleaner output.
    # See https://stackoverflow.com/questions/53965596/python-3-openpyxl-userwarning-data-validation-extension-not-supported
    warnings.simplefilter(action="ignore", category=UserWarning)


.. GENERATED FROM PYTHON SOURCE LINES 21-23

Example 1: Discover available tests dynamically.
-------------------------------------------------

.. GENERATED FROM PYTHON SOURCE LINES 23-33

.. code-block:: Python


    print("=== Discovering Available Tests ===")
    all_tests = list_all_tests()
    print(f"Found {len(all_tests)} tests total on this machine")

    print("\nAll tests:")
    for test in all_tests:
        print(f"- {test}")



.. GENERATED FROM PYTHON SOURCE LINES 34-36

Load all available test data.
----------------------------

.. GENERATED FROM PYTHON SOURCE LINES 36-44

.. code-block:: Python


    print("\nLoading All Test Data")
    df_all = load_tests()

    print(f"Data shape: {df_all.shape}")
    print(f"✓ Total: {len(df_all)} experimental points")
    print(df_all.head())


.. GENERATED FROM PYTHON SOURCE LINES 45-47

Load specific tests only.
-------------------------

.. GENERATED FROM PYTHON SOURCE LINES 47-56

.. code-block:: Python


    print("\nLoading Specific Tests Only")
    # Use some of the discovered tests
    specific_tests = list_all_tests(filter="T2*")
    print(f"Loading specific tests: {specific_tests}")
    df_specific = load_tests(test_names=specific_tests)

    print(f"Data shape: {df_specific.shape}")
    print(f"✓ Total: {len(df_specific)} experimental points")


.. _sphx_glr_download_auto_examples_load_tests.py:

.. only:: html

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

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

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

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

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

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

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