Class FeaturestoreMonitoringConfig.Types.SnapshotAnalysis (1.5.0)

Version 1.5.0

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

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

IMessage<FeaturestoreMonitoringConfig.Types.SnapshotAnalysis>, IEquatable<FeaturestoreMonitoringConfig.Types.SnapshotAnalysis>, IDeepCloneable<FeaturestoreMonitoringConfig.Types.SnapshotAnalysis>, IBufferMessage, IMessage

Inherited Members

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

SnapshotAnalysis()

public SnapshotAnalysis()

SnapshotAnalysis(FeaturestoreMonitoringConfig.Types.SnapshotAnalysis)

public SnapshotAnalysis(FeaturestoreMonitoringConfig.Types.SnapshotAnalysis other)

Parameter
Name	Description
other	FeaturestoreMonitoringConfig.Types.SnapshotAnalysis

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
Boolean

MonitoringIntervalDays

public int MonitoringIntervalDays { get; set; }

Configuration of the snapshot analysis based monitoring pipeline running interval. The value indicates number of days. If both [FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days][google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days] and [FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval][] are set when creating/updating EntityTypes/Features, [FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days][google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days] will be used.

Property Value
Type	Description
Int32

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
Int32