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Note

Because the BigQuery client uses the third-party :mod:`requests` library by default and the BigQuery-Storage client uses :mod:`grpcio` library, both are safe to share instances across threads. In multiprocessing scenarios, the best practice is to create client instances after :class:`multiprocessing.Pool` or :class:`multiprocessing.Process` invokes :func:`os.fork`.

More Examples

.. toctree::
  :maxdepth: 2

  usage/index
  Official Google BigQuery How-to Guides <https://cloud.google.com/bigquery/docs/how-to>

API Reference

.. toctree::
  :maxdepth: 2

  reference
  dbapi

Migration Guide

See the guide below for instructions on migrating to the 2.x release of this library.

.. toctree::
    :maxdepth: 2

    UPGRADING

Changelog

For a list of all google-cloud-bigquery releases:

.. toctree::
  :maxdepth: 2

  changelog