Cloud AI Platform v1 API - Class FeaturestoreMonitoringConfig (2.12.0) 

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

Reference documentation and code samples for the Cloud AI Platform v1 API class FeaturestoreMonitoringConfig.

Configuration of how features in Featurestore are monitored.

Inheritance

object > FeaturestoreMonitoringConfig

Namespace

GoogleCloudGoogle.Cloud.AIPlatformV1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

FeaturestoreMonitoringConfig()

public FeaturestoreMonitoringConfig()

FeaturestoreMonitoringConfig(FeaturestoreMonitoringConfig)

public FeaturestoreMonitoringConfig(FeaturestoreMonitoringConfig other)
Parameter
NameDescription
otherFeaturestoreMonitoringConfig

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
TypeDescription
FeaturestoreMonitoringConfigTypesThresholdConfig

ImportFeaturesAnalysis

public FeaturestoreMonitoringConfig.Types.ImportFeaturesAnalysis ImportFeaturesAnalysis { get; set; }

The config for ImportFeatures Analysis Based Feature Monitoring.

Property Value
TypeDescription
FeaturestoreMonitoringConfigTypesImportFeaturesAnalysis

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
TypeDescription
FeaturestoreMonitoringConfigTypesThresholdConfig

SnapshotAnalysis

public FeaturestoreMonitoringConfig.Types.SnapshotAnalysis SnapshotAnalysis { get; set; }

The config for Snapshot Analysis Based Feature Monitoring.

Property Value
TypeDescription
FeaturestoreMonitoringConfigTypesSnapshotAnalysis