GoogleCloudAiplatformV1FeatureGroupBigQuery

import type { GoogleCloudAiplatformV1FeatureGroupBigQuery } from "https://googleapis.deno.dev/v1/aiplatform:v1.ts";

Input source type for BigQuery Tables and Views.

interface GoogleCloudAiplatformV1FeatureGroupBigQuery {

bigQuerySource?: GoogleCloudAiplatformV1BigQuerySource;

dense?: boolean;

entityIdColumns?: string[];

staticDataSource?: boolean;

timeSeries?: GoogleCloudAiplatformV1FeatureGroupBigQueryTimeSeries;

}

§Properties

bigQuerySource?: GoogleCloudAiplatformV1BigQuerySource

[src]

Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.

dense?: boolean

[src]

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?: string[]

[src]

Optional. Columns to construct entity_id / row keys. If not provided defaults to entity_id.

staticDataSource?: boolean

[src]

Optional. Set if the data source is not a time-series.

timeSeries?: GoogleCloudAiplatformV1FeatureGroupBigQueryTimeSeries

[src]

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.