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public sealed class SnapshotAnalysis : IMessage<FeaturestoreMonitoringConfig.Types.SnapshotAnalysis>, IEquatable<FeaturestoreMonitoringConfig.Types.SnapshotAnalysis>, IDeepCloneable<FeaturestoreMonitoringConfig.Types.SnapshotAnalysis>, IBufferMessage, IMessage
Reference documentation and code samples for the Cloud AI Platform v1 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.
Implements
IMessage<FeaturestoreMonitoringConfig.Types.SnapshotAnalysis>, IEquatable<FeaturestoreMonitoringConfig.Types.SnapshotAnalysis>, IDeepCloneable<FeaturestoreMonitoringConfig.Types.SnapshotAnalysis>, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Assembly
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 |