GoogleCloudAiplatformV1FeaturestoreMonitoringConfigSnapshotAnalysis

import type { GoogleCloudAiplatformV1FeaturestoreMonitoringConfigSnapshotAnalysis } from "https://googleapis.deno.dev/v1/aiplatform:v1.ts";

Configuration of the Featurestore's Snapshot Analysis Based Monitoring. This type of analysis generates statistics for each Feature based on a snapshot of the latest feature value of each entities every monitoring_interval.

interface GoogleCloudAiplatformV1FeaturestoreMonitoringConfigSnapshotAnalysis {

disabled?: boolean;

monitoringIntervalDays?: number;

stalenessDays?: number;

}

§Properties

disabled?: boolean

[src]

The monitoring schedule for snapshot analysis. For EntityType-level config: unset / disabled = true indicates disabled by default for Features under it; otherwise by default enable snapshot analysis monitoring with monitoring_interval for Features under it. Feature-level config: disabled = true indicates disabled regardless of the EntityType-level config; unset monitoring_interval indicates going with EntityType-level config; otherwise run snapshot analysis monitoring with monitoring_interval regardless of the EntityType-level config. Explicitly Disable the snapshot analysis based monitoring.

monitoringIntervalDays?: number

[src]

Configuration of the snapshot analysis based monitoring pipeline running interval. The value indicates number of days.

stalenessDays?: number

[src]

Customized export features time window for snapshot analysis. Unit is one day. Default value is 3 weeks. Minimum value is 1 day. Maximum value is 4000 days.