View Source GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1FeatureGroupBigQuery (google_api_ai_platform v0.24.0)

Input source type for BigQuery Tables and Views.

Attributes

  • bigQuerySource (type: GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1BigQuerySource.t, default: nil) - Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.
  • dense (type: boolean(), default: nil) - 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.
  • entityIdColumns (type: list(String.t), default: nil) - Optional. Columns to construct entity_id / row keys. If not provided defaults to entity_id.
  • staticDataSource (type: boolean(), default: nil) - Optional. Set if the data source is not a time-series.
  • timeSeries (type: GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1FeatureGroupBigQueryTimeSeries.t, default: nil) - 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.

Summary

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

t()

@type t() ::
  %GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1FeatureGroupBigQuery{
    bigQuerySource:
      GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1BigQuerySource.t()
      | nil,
    dense: boolean() | nil,
    entityIdColumns: [String.t()] | nil,
    staticDataSource: boolean() | nil,
    timeSeries:
      GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1FeatureGroupBigQueryTimeSeries.t()
      | nil
  }

Functions

decode(value, options)

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.