.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "_examples/01-model_recomputation.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-model_recomputation.py>`
        to download the full example code.

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

.. _sphx_glr__examples_01-model_recomputation.py:


.. _ref_model_recomputation:

Model recomputation
===================

This example demonstrates how to relaunch a model build using the latest
model configuration in a same project.

.. GENERATED FROM PYTHON SOURCE LINES 13-15

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

.. GENERATED FROM PYTHON SOURCE LINES 15-20

.. code-block:: Python


    import ansys.simai.core as asc

    simai = asc.from_config()


.. GENERATED FROM PYTHON SOURCE LINES 21-23

Get the project from the server
-------------------------------

.. GENERATED FROM PYTHON SOURCE LINES 23-26

.. code-block:: Python


    my_project = simai.projects.get(name="old-ps")


.. GENERATED FROM PYTHON SOURCE LINES 27-30

Get the model configuration
---------------------------
Get the latest model configuration of the project.

.. GENERATED FROM PYTHON SOURCE LINES 30-33

.. code-block:: Python


    last_build_config = my_project.last_model_configuration


.. GENERATED FROM PYTHON SOURCE LINES 34-37

Verify the project requirements
-------------------------------
Verify that the project meets the requirements for training (model building).

.. GENERATED FROM PYTHON SOURCE LINES 37-40

.. code-block:: Python


    is_trainable_check = my_project.is_trainable()


.. GENERATED FROM PYTHON SOURCE LINES 41-43

If the project met the requirements, launch a model build.
Otherwise, print the reasons the project does not meet the requirements.

.. GENERATED FROM PYTHON SOURCE LINES 43-47

.. code-block:: Python

    if is_trainable_check:
        new_model = simai.models.build(last_build_config)
    else:
        print(is_trainable_check.reason)


.. _sphx_glr_download__examples_01-model_recomputation.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: 01-model_recomputation.ipynb <01-model_recomputation.ipynb>`

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

      :download:`Download Python source code: 01-model_recomputation.py <01-model_recomputation.py>`

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

      :download:`Download zipped: 01-model_recomputation.zip <01-model_recomputation.zip>`


.. only:: html

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

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