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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
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project: my_feature_repo
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registry: gs://my-bucket/data/registry.db
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provider: gcp
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offline_store:
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type: bigquery
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dataset: feast_bq_dataset
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Last modified 13d ago
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