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Databricks SQL Connector for Python

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databricks/databricks-sql-python

 
 

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PyPIDownloads

The Databricks SQL Connector for Python allows you to develop Python applications that connect to Databricks clusters and SQL warehouses. It is a Thrift-based client with no dependencies on ODBC or JDBC. It conforms to thePython DB API 2.0 specification and exposes aSQLAlchemy dialect for use with tools likepandas andalembic which use SQLAlchemy to execute DDL. Usepip install databricks-sql-connector[sqlalchemy] to install with SQLAlchemy's dependencies.pip install databricks-sql-connector[alembic] will install alembic's dependencies.

This connector uses Arrow as the data-exchange format, and supports APIs to directly fetch Arrow tables. Arrow tables are wrapped in theArrowQueue class to provide a natural API to get several rows at a time.

You are welcome to file an issue here for general use cases. You can also contact Databricks Supporthere.

Requirements

Python 3.8 or above is required.

Documentation

For the latest documentation, see

Quickstart

Install the library withpip install databricks-sql-connector

export DATABRICKS_HOST=********.databricks.comexport DATABRICKS_HTTP_PATH=/sql/1.0/endpoints/****************

Example usage:

importosfromdatabricksimportsqlhost=os.getenv("DATABRICKS_HOST")http_path=os.getenv("DATABRICKS_HTTP_PATH")connection=sql.connect(server_hostname=host,http_path=http_path)cursor=connection.cursor()cursor.execute('SELECT :param `p`, * FROM RANGE(10)', {"param":"foo"})result=cursor.fetchall()forrowinresult:print(row)cursor.close()connection.close()

In the above example:

  • server-hostname is the Databricks instance host name.
  • http-path is the HTTP Path either to a Databricks SQL endpoint (e.g. /sql/1.0/endpoints/1234567890abcdef),or to a Databricks Runtime interactive cluster (e.g. /sql/protocolv1/o/1234567890123456/1234-123456-slid123)

Note: This example usesDatabricks OAuth U2Mto authenticate the target Databricks user account and needs to open the browser for authentication. So itcan only run on the user's machine.

Contributing

SeeCONTRIBUTING.md

License

Apache License 2.0


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