BigQuery

Description

The BigQuery offline store provides support for reading BigQuerySources.

  • BigQuery tables and views are allowed as sources.

  • All joins happen within BigQuery.

  • Entity dataframes can be provided as a SQL query or can be provided as a Pandas dataframe. Pandas dataframes will be uploaded to BigQuery in order to complete join operations.

  • A BigQueryRetrievalJob is returned when calling get_historical_features().

Example

feature_store.yaml
project: my_feature_repo
registry: gs://my-bucket/data/registry.db
provider: gcp
offline_store:
type: bigquery
dataset: feast_bq_dataset

Configuration options are available here.