Vertex AI v1beta1 API - Class FeaturestoreMonitoringConfig.Types.SnapshotAnalysis (1.0.0-beta39)

Version latest

• 1.0.0-beta39 (latest)
• 1.0.0-beta38

public sealed class FeaturestoreMonitoringConfig.Types.SnapshotAnalysis : IMessage<FeaturestoreMonitoringConfig.Types.SnapshotAnalysis>, IEquatable<FeaturestoreMonitoringConfig.Types.SnapshotAnalysis>, IDeepCloneable<FeaturestoreMonitoringConfig.Types.SnapshotAnalysis>, IBufferMessage, IMessage

Reference documentation and code samples for the Vertex AI v1beta1 API class FeaturestoreMonitoringConfig.Types.SnapshotAnalysis.

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.

Inheritance

object > FeaturestoreMonitoringConfig.Types.SnapshotAnalysis

Implements

IMessageFeaturestoreMonitoringConfigTypesSnapshotAnalysis, IEquatableFeaturestoreMonitoringConfigTypesSnapshotAnalysis, IDeepCloneableFeaturestoreMonitoringConfigTypesSnapshotAnalysis, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Constructors

SnapshotAnalysis()

public SnapshotAnalysis()

SnapshotAnalysis(SnapshotAnalysis)

public SnapshotAnalysis(FeaturestoreMonitoringConfig.Types.SnapshotAnalysis other)

Parameter
Name	Description
other	FeaturestoreMonitoringConfigTypesSnapshotAnalysis

Properties

Disabled

public bool Disabled { get; set; }

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.

Property Value
Type	Description
bool

MonitoringInterval

[Obsolete]
public Duration MonitoringInterval { get; set; }

Configuration of the snapshot analysis based monitoring pipeline running interval. The value is rolled up to full day. If both [monitoring_interval_days][google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days] and the deprecated monitoring_interval field are set when creating/updating EntityTypes/Features, [monitoring_interval_days][google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days] will be used.

Property Value
Type	Description
Duration

MonitoringIntervalDays

public int MonitoringIntervalDays { get; set; }

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

Property Value
Type	Description
int

StalenessDays

public int StalenessDays { get; set; }

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.

Property Value
Type	Description
int