:orphan:

BigQuery
========

Flyte backend can be connected with BigQuery service. Once enabled, it can allow you to query a BigQuery table.
This section will provide how to use the BigQuery Plugin using flytekit python.

Installation
------------

To use the flytekit bigquery plugin simply run the following:

.. prompt:: bash

    pip install flytekitplugins-bigquery

No Need of a dockerfile
------------------------
This plugin is purely a spec. Since SQL is completely portable, there is no need to build a Docker container.


Configuring the backend to get bigquery working
------------------------------------------------
- BigQuery plugins are `enabled in flytepropeller's config <https://docs.flyte.org/en/latest/deployment/plugin_setup/gcp/bigquery.html#deployment-plugin-setup-gcp-bigquery>`_



.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use a Flyte BigQueryTask to execute a query.">

.. only:: html

  .. image:: /auto/integrations/gcp/bigquery/images/thumb/sphx_glr_bigquery_thumb.png
    :alt: BigQuery Query

  :ref:`sphx_glr_auto_integrations_gcp_bigquery_bigquery.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">BigQuery Query</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto/integrations/gcp/bigquery/bigquery


.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-gallery

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

      :download:`Download all examples in Python source code: bigquery_python.zip </auto/integrations/gcp/bigquery/bigquery_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: bigquery_jupyter.zip </auto/integrations/gcp/bigquery/bigquery_jupyter.zip>`


.. only:: html

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

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