🌷 New for the BigQuery I/O manager + resource in 0.18.7 🌷 In this release, we have added new

BigQueryPandasIOManager

(api docs) and

BigQueryPySparkIOManager

(api docs) that follow the new Pythonic Config and Resources system. The existing

bigquery_pandas_io_manager

and

bigquery_pyspark_io_manager

are still and will continue to be supported. However, we think that the new Pythonic system has huge ergonomic benefits so we recommend you check it out! You can read more about the Pythonic Config and Resources system here , and expect to see even more resources (including updated guides) in the coming weeks! Additionally, the BigQuery resource now accepts authentication credentials via configuration (like the BigQuery I/O manager).