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Container for the parameters to the CreateModelQualityJobDefinition operation. Creates a definition for a job that monitors model quality and drift. For information about model monitor, see Amazon SageMaker Model Monitor.
Namespace: Amazon.SageMaker.Model
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z
public class CreateModelQualityJobDefinitionRequest : AmazonSageMakerRequest IAmazonWebServiceRequest
The CreateModelQualityJobDefinitionRequest type exposes the following members
Name | Description | |
---|---|---|
CreateModelQualityJobDefinitionRequest() |
Name | Type | Description | |
---|---|---|---|
JobDefinitionName | System.String |
Gets and sets the property JobDefinitionName. The name of the monitoring job definition. |
|
JobResources | Amazon.SageMaker.Model.MonitoringResources |
Gets and sets the property JobResources. |
|
ModelQualityAppSpecification | Amazon.SageMaker.Model.ModelQualityAppSpecification |
Gets and sets the property ModelQualityAppSpecification. The container that runs the monitoring job. |
|
ModelQualityBaselineConfig | Amazon.SageMaker.Model.ModelQualityBaselineConfig |
Gets and sets the property ModelQualityBaselineConfig. Specifies the constraints and baselines for the monitoring job. |
|
ModelQualityJobInput | Amazon.SageMaker.Model.ModelQualityJobInput |
Gets and sets the property ModelQualityJobInput. A list of the inputs that are monitored. Currently endpoints are supported. |
|
ModelQualityJobOutputConfig | Amazon.SageMaker.Model.MonitoringOutputConfig |
Gets and sets the property ModelQualityJobOutputConfig. |
|
NetworkConfig | Amazon.SageMaker.Model.MonitoringNetworkConfig |
Gets and sets the property NetworkConfig. Specifies the network configuration for the monitoring job. |
|
RoleArn | System.String |
Gets and sets the property RoleArn. The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf. |
|
StoppingCondition | Amazon.SageMaker.Model.MonitoringStoppingCondition |
Gets and sets the property StoppingCondition. |
|
Tags | System.Collections.Generic.List<Amazon.SageMaker.Model.Tag> |
Gets and sets the property Tags. (Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide. |
.NET Core App:
Supported in: 3.1
.NET Standard:
Supported in: 2.0
.NET Framework:
Supported in: 4.5, 4.0, 3.5