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.