public sealed class FeaturestoreMonitoringConfig : IMessage<FeaturestoreMonitoringConfig>, IEquatable<FeaturestoreMonitoringConfig>, IDeepCloneable<FeaturestoreMonitoringConfig>, IBufferMessage, IMessage
Configuration of how features in Featurestore are monitored.
Implements
IMessage<FeaturestoreMonitoringConfig>, IEquatable<FeaturestoreMonitoringConfig>, IDeepCloneable<FeaturestoreMonitoringConfig>, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Assembly
Google.Cloud.AIPlatform.V1.dll
Constructors
FeaturestoreMonitoringConfig()
public FeaturestoreMonitoringConfig()
FeaturestoreMonitoringConfig(FeaturestoreMonitoringConfig)
public FeaturestoreMonitoringConfig(FeaturestoreMonitoringConfig other)
Parameter | |
---|---|
Name | Description |
other | FeaturestoreMonitoringConfig |
Properties
CategoricalThresholdConfig
public FeaturestoreMonitoringConfig.Types.ThresholdConfig CategoricalThresholdConfig { get; set; }
Threshold for categorical features of anomaly detection. This is shared by all types of Featurestore Monitoring for categorical features (i.e. Features with type ([Feature.ValueType][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or STRING).
Property Value | |
---|---|
Type | Description |
FeaturestoreMonitoringConfig.Types.ThresholdConfig |
ImportFeaturesAnalysis
public FeaturestoreMonitoringConfig.Types.ImportFeaturesAnalysis ImportFeaturesAnalysis { get; set; }
The config for ImportFeatures Analysis Based Feature Monitoring.
Property Value | |
---|---|
Type | Description |
FeaturestoreMonitoringConfig.Types.ImportFeaturesAnalysis |
NumericalThresholdConfig
public FeaturestoreMonitoringConfig.Types.ThresholdConfig NumericalThresholdConfig { get; set; }
Threshold for numerical features of anomaly detection. This is shared by all objectives of Featurestore Monitoring for numerical features (i.e. Features with type ([Feature.ValueType][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE or INT64).
Property Value | |
---|---|
Type | Description |
FeaturestoreMonitoringConfig.Types.ThresholdConfig |
SnapshotAnalysis
public FeaturestoreMonitoringConfig.Types.SnapshotAnalysis SnapshotAnalysis { get; set; }
The config for Snapshot Analysis Based Feature Monitoring.
Property Value | |
---|---|
Type | Description |
FeaturestoreMonitoringConfig.Types.SnapshotAnalysis |