Class GoogleCloudAiplatformV1beta1ModelMonitoringConfig

The model monitoring configuration used for Batch Prediction Job.

Inheritance

object

GoogleCloudAiplatformV1beta1ModelMonitoringConfig

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 GoogleCloudAiplatformV1beta1ModelMonitoringConfig : IDirectResponseSchema

Properties

AlertConfig

Model monitoring alert config.

Declaration

[JsonProperty("alertConfig")]
public virtual GoogleCloudAiplatformV1beta1ModelMonitoringAlertConfig AlertConfig { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1ModelMonitoringAlertConfig

AnalysisInstanceSchemaUri

YAML schema file uri in Cloud Storage describing the format of a single instance that you want Tensorflow Data Validation (TFDV) to analyze. If there are any data type differences between predict instance and TFDV instance, this field can be used to override the schema. For models trained with Vertex AI, this field must be set as all the fields in predict instance formatted as string.

Declaration

[JsonProperty("analysisInstanceSchemaUri")]
public virtual string AnalysisInstanceSchemaUri { get; set; }

Property Value

Type	Description
string

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

ObjectiveConfigs

Model monitoring objective config.

Declaration

[JsonProperty("objectiveConfigs")]
public virtual IList<GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfig> ObjectiveConfigs { get; set; }

Property Value

Type	Description
IList<GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfig>

StatsAnomaliesBaseDirectory

A Google Cloud Storage location for batch prediction model monitoring to dump statistics and anomalies. If not provided, a folder will be created in customer project to hold statistics and anomalies.

Declaration

[JsonProperty("statsAnomaliesBaseDirectory")]
public virtual GoogleCloudAiplatformV1beta1GcsDestination StatsAnomaliesBaseDirectory { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1GcsDestination

Implements

IDirectResponseSchema