Class GoogleCloudAiplatformV1FeaturestoreMonitoringConfig

Configuration of how features in Featurestore are monitored.

Inheritance

object

GoogleCloudAiplatformV1FeaturestoreMonitoringConfig

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.v1.Data

Assembly: Google.Apis.Aiplatform.v1.dll

Syntax

public class GoogleCloudAiplatformV1FeaturestoreMonitoringConfig : 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 GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig CategoricalThresholdConfig { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig

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 GoogleCloudAiplatformV1FeaturestoreMonitoringConfigImportFeaturesAnalysis ImportFeaturesAnalysis { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1FeaturestoreMonitoringConfigImportFeaturesAnalysis

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 GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig NumericalThresholdConfig { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig

SnapshotAnalysis

The config for Snapshot Analysis Based Feature Monitoring.

Declaration

[JsonProperty("snapshotAnalysis")]
public virtual GoogleCloudAiplatformV1FeaturestoreMonitoringConfigSnapshotAnalysis SnapshotAnalysis { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1FeaturestoreMonitoringConfigSnapshotAnalysis

Implements

IDirectResponseSchema