.. _sphx_glr_11_demos_python_packages_parallelization_threading:

.. _gallery_parallelization_label:

Parallelization and Threading
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~



.. raw:: html

    <div class="sphx-glr-thumbnails">


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use the Python threading package.">

.. only:: html

  .. image:: /11_demos/python_packages/parallelization_threading/images/thumb/sphx_glr_demoworkerThread_thumb.png
    :alt: Worker thread

  :ref:`sphx_glr_11_demos_python_packages_parallelization_threading_demoworkerThread.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Worker thread</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Asyncio/``concurrent`` heavily changed from python 3.4 to 3.7, better read the docs and do some...">

.. only:: html

  .. image:: /11_demos/python_packages/parallelization_threading/images/thumb/sphx_glr_demo_ThreadPoolExecutor_thumb.png
    :alt: Thread pool executor

  :ref:`sphx_glr_11_demos_python_packages_parallelization_threading_demo_ThreadPoolExecutor.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Thread pool executor</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is a modified example from the python documentation. The only difference is the set_execut...">

.. only:: html

  .. image:: /11_demos/python_packages/parallelization_threading/images/thumb/sphx_glr_demoMultiProcessing_thumb.png
    :alt: Multi processing

  :ref:`sphx_glr_11_demos_python_packages_parallelization_threading_demoMultiProcessing.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Multi processing</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/parallelization_threading/demoworkerThread
   /11_demos/python_packages/parallelization_threading/demo_ThreadPoolExecutor
   /11_demos/python_packages/parallelization_threading/demoMultiProcessing