pandas-gbq
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pandas-gbq is a package providing an interface to the Google BigQuery API from pandas.
Library Documentation
_Product Documentation
_
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:target: https://github.com/googleapis/google-cloud-python/blob/main/README.rst#beta-support
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:target: https://pypi.org/project/pandas-gbq/
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:target: https://pypi.org/project/pandas-gbq/
.. _Library Documentation: https://googleapis.dev/python/pandas-gbq/latest/
.. _Product Documentation: https://cloud.google.com/bigquery/docs/reference/v2/
Installation
Install latest release version via conda
.. code-block:: shell
$ conda install pandas-gbq --channel conda-forge
Install latest release version via pip
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. code-block:: shell
$ pip install pandas-gbq
Install latest development version
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. code-block:: shell
$ pip install git+https://github.com/googleapis/python-bigquery-pandas.git
Usage
-----
Perform a query
~~~~~~~~~~~~~~~
.. code:: python
import pandas_gbq
result_dataframe = pandas_gbq.read_gbq("SELECT column FROM dataset.table WHERE value = 'something'")
Upload a dataframe
~~~~~~~~~~~~~~~~~~
.. code:: python
import pandas_gbq
pandas_gbq.to_gbq(dataframe, "dataset.table")
More samples
~~~~~~~~~~~~
See the `pandas-gbq documentation <https://googleapis.dev/python/pandas-gbq/latest/>`_ for more details.