.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/RunModel/ls_dyna_example_multijob.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_RunModel_ls_dyna_example_multijob.py>`
        to download the full example code or to run this example in your browser via Binder

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

.. _sphx_glr_auto_examples_RunModel_ls_dyna_example_multijob.py:


Third-party - Multi-job - LS Dyna
==================================

.. GENERATED FROM PYTHON SOURCE LINES 8-9

Import the necessary libraries.

.. GENERATED FROM PYTHON SOURCE LINES 12-17

.. code-block:: default

    from UQpy.distributions import Uniform
    from UQpy.run_model.RunModel import RunModel
    from UQpy.run_model.model_execution.ThirdPartyModel import ThirdPartyModel
    from UQpy.sampling import MonteCarloSampling


.. GENERATED FROM PYTHON SOURCE LINES 18-19

Define the distribution objects.

.. GENERATED FROM PYTHON SOURCE LINES 22-32

.. code-block:: default


    d1 = Uniform(location=0.02, scale=0.06)
    d2 = Uniform(location=0.02, scale=0.01)
    d3 = Uniform(location=0.02, scale=0.01)
    d4 = Uniform(location=0.0025, scale=0.0075)
    d5 = Uniform(location=0.02, scale=0.06)
    d6 = Uniform(location=0.02, scale=0.01)
    d7 = Uniform(location=0.02, scale=0.01)
    d8 = Uniform(location=0.0025, scale=0.0075)


.. GENERATED FROM PYTHON SOURCE LINES 33-34

Draw the samples using MCS.

.. GENERATED FROM PYTHON SOURCE LINES 37-40

.. code-block:: default


    x = MonteCarloSampling(distributions=[d1, d2, d3, d4, d5, d6, d7, d8], samples_number=12, random_state=349875)


.. GENERATED FROM PYTHON SOURCE LINES 41-42

Run the model.

.. GENERATED FROM PYTHON SOURCE LINES 45-49

.. code-block:: default

    m = ThirdPartyModel(model_script='dyna_script.py', input_template='dyna_input.k',
                        var_names=['x0', 'y0', 'z0', 'R0', 'x1', 'y1', 'z1', 'R1'], model_dir='dyna_test',
                        fmt='{:>10.4f}')
    run_ = RunModel(samples=x.samples, ntasks=6, cores_per_task=12, model=m)


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

   **Total running time of the script:** ( 0 minutes  0.000 seconds)


.. _sphx_glr_download_auto_examples_RunModel_ls_dyna_example_multijob.py:

.. only:: html

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


    .. container:: binder-badge

      .. image:: images/binder_badge_logo.svg
        :target: https://mybinder.org/v2/gh/SURGroup/UQpy/master?urlpath=lab/tree/notebooks/auto_examples/RunModel/ls_dyna_example_multijob.ipynb
        :alt: Launch binder
        :width: 150 px



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

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

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

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


.. only:: html

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

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