Integrating the Python connector with NumPy - Amazon Redshift

Amazon Redshift will no longer support the creation of new Python UDFs starting Patch 198. Existing Python UDFs will continue to function until June 30, 2026. For more information, see the blog post .

Integrating the Python connector with NumPy

Following is an example of integrating the Python connector with NumPy.

>>> import numpy #Connect to the cluster >>> import redshift_connector >>> conn = redshift_connector.connect( host='examplecluster.abc123xyz789.us-west-1.redshift.amazonaws.com', port=5439, database='dev', user='awsuser', password='my_password' ) # Create a Cursor object >>> cursor = conn.cursor() # Query and receive result set cursor.execute("select * from book") result: numpy.ndarray = cursor.fetch_numpy_array() print(result)

Following is the result.

[['One Hundred Years of Solitude' 'Gabriel García Márquez'] ['A Brief History of Time' 'Stephen Hawking']]