.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "_examples/01_pysimai_ex/02-subset_assignment.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download__examples_01_pysimai_ex_02-subset_assignment.py>`
        to download the full example code.

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

.. _sphx_glr__examples_01_pysimai_ex_02-subset_assignment.py:


.. _ref_subset_assignment:

Subset assignment
=================

This example demonstrates how to assign a subset
to a training data.

.. GENERATED FROM PYTHON SOURCE LINES 35-37

Import necessary libraries
--------------------------

.. GENERATED FROM PYTHON SOURCE LINES 37-42

.. code-block:: Python


    import ansys.simai.core as asc

    simai_client = asc.from_config()


.. GENERATED FROM PYTHON SOURCE LINES 43-46

Select a training data
----------------------
Example of a training_data_id associated with a project_id.

.. GENERATED FROM PYTHON SOURCE LINES 46-50

.. code-block:: Python


    training_data_id = "k4z77qzq"
    project_id = "k9756vw0"


.. GENERATED FROM PYTHON SOURCE LINES 51-54

Get subset assignment
---------------------
Get and print the current subset assigned for this training_data_id.

.. GENERATED FROM PYTHON SOURCE LINES 54-58

.. code-block:: Python


    current_subset = simai_client.training_data.get(id=training_data_id).get_subset(project=project_id)
    print(current_subset)


.. GENERATED FROM PYTHON SOURCE LINES 59-62

Assign a new subset (two options)
---------------------------------
Manually assign a new subset to the training data.

.. GENERATED FROM PYTHON SOURCE LINES 62-65

.. code-block:: Python


    simai_client.training_data.get(id=training_data_id).assign_subset(project=project_id, subset="Test")


.. GENERATED FROM PYTHON SOURCE LINES 66-67

Alternatively, use SubsetEnum to assign a valid enum value to the training data.

.. GENERATED FROM PYTHON SOURCE LINES 67-73

.. code-block:: Python


    from ansys.simai.core.data.types import SubsetEnum

    simai_client.training_data.get(id=training_data_id).assign_subset(
        project=project_id, subset=SubsetEnum.TEST
    )


.. _sphx_glr_download__examples_01_pysimai_ex_02-subset_assignment.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: 02-subset_assignment.ipynb <02-subset_assignment.ipynb>`

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

      :download:`Download Python source code: 02-subset_assignment.py <02-subset_assignment.py>`

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

      :download:`Download zipped: 02-subset_assignment.zip <02-subset_assignment.zip>`


.. only:: html

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

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