Class BigQuery (1.157.0)

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BigQuery(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Input source type for BigQuery Tables and Views.

Attributes
Name	Description
big_query_source	google.cloud.aiplatform_v1beta1.types.BigQuerySource Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.
entity_id_columns	MutableSequence[str] Optional. Columns to construct entity_id / row keys. If not provided defaults to entity_id.
static_data_source	bool Optional. Set if the data source is not a time-series.
time_series	google.cloud.aiplatform_v1beta1.types.FeatureGroup.BigQuery.TimeSeries Optional. If the source is a time-series source, this can be set to control how downstream sources (ex: FeatureView ) will treat time-series sources. If not set, will treat the source as a time-series source with feature_timestamp as timestamp column and no scan boundary.
dense	bool Optional. If set, all feature values will be fetched from a single row per unique entityId including nulls. If not set, will collapse all rows for each unique entityId into a singe row with any non-null values if present, if no non-null values are present will sync null. ex: If source has schema (entity_id, feature_timestamp, f0, f1) and the following rows: (e1, 2020-01-01T10:00:00.123Z, 10, 15) (e1, 2020-02-01T10:00:00.123Z, 20, null) If dense is set, (e1, 20, null) is synced to online stores. If dense is not set, (e1, 20, 15) is synced to online stores.

Classes

TimeSeries

TimeSeries(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Methods

BigQuery

BigQuery(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Input source type for BigQuery Tables and Views.