Class BigQuery (1.65.0)

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

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

Input source type for BigQuery Tables and Views.