Class GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfig

Configuration of how features in Featurestore are monitored.

Inheritance

object

GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfig

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.Aiplatform.v1beta1.Data

Assembly: Google.Apis.Aiplatform.v1beta1.dll

Syntax

public class GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfig : IDirectResponseSchema

Properties

CategoricalThresholdConfig

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) BOOL or STRING).

Declaration

[JsonProperty("categoricalThresholdConfig")]
public virtual GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigThresholdConfig CategoricalThresholdConfig { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigThresholdConfig

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

ImportFeaturesAnalysis

The config for ImportFeatures Analysis Based Feature Monitoring.

Declaration

[JsonProperty("importFeaturesAnalysis")]
public virtual GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigImportFeaturesAnalysis ImportFeaturesAnalysis { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigImportFeaturesAnalysis

NumericalThresholdConfig

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) DOUBLE or INT64).

Declaration

[JsonProperty("numericalThresholdConfig")]
public virtual GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigThresholdConfig NumericalThresholdConfig { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigThresholdConfig

SnapshotAnalysis

The config for Snapshot Analysis Based Feature Monitoring.

Declaration

[JsonProperty("snapshotAnalysis")]
public virtual GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigSnapshotAnalysis SnapshotAnalysis { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigSnapshotAnalysis

Implements

IDirectResponseSchema