public sealed class FeaturestoreMonitoringConfig : IMessage<FeaturestoreMonitoringConfig>, IEquatable<FeaturestoreMonitoringConfig>, IDeepCloneable<FeaturestoreMonitoringConfig>, IBufferMessage, IMessageReference documentation and code samples for the Cloud AI Platform v1beta1 API class FeaturestoreMonitoringConfig.
Configuration of how features in Featurestore are monitored.
Implements
IMessageFeaturestoreMonitoringConfig, IEquatableFeaturestoreMonitoringConfig, IDeepCloneableFeaturestoreMonitoringConfig, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Beta1Assembly
Google.Cloud.AIPlatform.V1Beta1.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.v1beta1.Feature.ValueType]) BOOL or STRING).
| Property Value | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfigTypesThresholdConfig |
|
ImportFeaturesAnalysis
public FeaturestoreMonitoringConfig.Types.ImportFeaturesAnalysis ImportFeaturesAnalysis { get; set; }The config for ImportFeatures Analysis Based Feature Monitoring.
| Property Value | |
|---|---|
| Type | Description |
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.v1beta1.Feature.ValueType]) DOUBLE or INT64).
| Property Value | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfigTypesThresholdConfig |
|
SnapshotAnalysis
public FeaturestoreMonitoringConfig.Types.SnapshotAnalysis SnapshotAnalysis { get; set; }The config for Snapshot Analysis Based Feature Monitoring.
| Property Value | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfigTypesSnapshotAnalysis |
|