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Showing content from https://cloud.google.com/python/docs/reference/bigquerystorage/2.2.1 below:

Python client library | Google Cloud

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BigQuery Storage API:

• Client Library Documentation

• Product Documentation

In order to use this library, you first need to go through the following steps:

1. Select or create a Cloud Platform project.

2. Enable billing for your project.

3. Enable the BigQuery Storage API.

4. Setup Authentication.

Install this library in a virtualenv using pip. virtualenv is a tool to create isolated Python environments. The basic problem it addresses is one of dependencies and versions, and indirectly permissions.

With virtualenv, it’s possible to install this library without needing system install permissions, and without clashing with the installed system dependencies.

Python >= 3.6

Python == 2.7, Python == 3.5.

The last version of this library compatible with Python 2.7 and 3.5 is google-cloud-bigquery-storage==1.1.0.

pip install virtualenv
virtualenv <your-env>
source <your-env>/bin/activate
<your-env>/bin/pip install google-cloud-bigquery-storage

pip install virtualenv
virtualenv <your-env>
<your-env>\Scripts\activate
<your-env>\Scripts\pip.exe install google-cloud-bigquery-storage

Several features of google-cloud-bigquery-storage require additional dependencies.

• Parse Arrow blocks in a read_rows() stream using pyarrow.

pip install 'google-cloud-bigquery-storage[pyarrow]'

• Parse Avro blocks in a read_rows() stream using fastavro.

pip install google-cloud-bigquery-storage[fastavro]

• Download rows to a pandas dataframe.

pip install 'google-cloud-bigquery-storage[pandas,pyarrow]'

• Read the Client Library Documentation for BigQuery Storage API API to see other available methods on the client.

• Read the BigQuery Storage API Product documentation to learn more about the product and see How-to Guides.

• View this repository’s main README to see the full list of Cloud APIs that we cover.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2025-08-07 UTC.

[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-07 UTC."],[],[]]

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