Class GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig

The config for scheduling monitoring job.

Inheritance

object

GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig

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 GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

MonitorInterval

Required. The model monitoring job scheduling interval. It will be rounded up to next full hour. This defines how often the monitoring jobs are triggered.

Declaration

[JsonProperty("monitorInterval")]
public virtual object MonitorInterval { get; set; }

Property Value

Type	Description
object

MonitorWindow

The time window of the prediction data being included in each prediction dataset. This window specifies how long the data should be collected from historical model results for each run. If not set, ModelDeploymentMonitoringScheduleConfig.monitor_interval will be used. e.g. If currently the cutoff time is 2022-01-08 14:30:00 and the monitor_window is set to be 3600, then data from 2022-01-08 13:30:00 to 2022-01-08 14:30:00 will be retrieved and aggregated to calculate the monitoring statistics.

Declaration

[JsonProperty("monitorWindow")]
public virtual object MonitorWindow { get; set; }

Property Value

Type	Description
object

Implements

IDirectResponseSchema