BigQuery DataFrames (bigframes)

BigQuery DataFrames (bigframes) provides a scalable Python DataFrame and machine learning (ML) API powered by the BigQuery engine. It offers a pandas-like interface for analyzing and manipulating data directly within BigQuery, enabling efficient processing of terabytes of data and seamless integration with BigQuery ML and Vertex AI. The library is actively maintained, currently at version 2.39.0, with a rapid release cadence introducing new features and improvements.