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 AI Model Monitor.
Inheritance Hierarchy
Amazon.Runtime.AmazonWebServiceRequest
Amazon.SageMaker.AmazonSageMakerRequest
Amazon.SageMaker.Model.CreateModelQualityJobDefinitionRequest
Namespace: Amazon.SageMaker.Model
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z
Syntax
public class CreateModelQualityJobDefinitionRequest : AmazonSageMakerRequest IAmazonWebServiceRequest
The CreateModelQualityJobDefinitionRequest type exposes the following members
Constructors
| Name | Description | |
|---|---|---|
|
CreateModelQualityJobDefinitionRequest() |
Properties
| Name | Type | Description | |
|---|---|---|---|
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JobDefinitionName | System.String |
Gets and sets the property JobDefinitionName. The name of the monitoring job definition. |
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JobResources | Amazon.SageMaker.Model.MonitoringResources |
Gets and sets the property JobResources. |
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ModelQualityAppSpecification | Amazon.SageMaker.Model.ModelQualityAppSpecification |
Gets and sets the property ModelQualityAppSpecification. The container that runs the monitoring job. |
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ModelQualityBaselineConfig | Amazon.SageMaker.Model.ModelQualityBaselineConfig |
Gets and sets the property ModelQualityBaselineConfig. Specifies the constraints and baselines for the monitoring job. |
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ModelQualityJobInput | Amazon.SageMaker.Model.ModelQualityJobInput |
Gets and sets the property ModelQualityJobInput. A list of the inputs that are monitored. Currently endpoints are supported. |
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ModelQualityJobOutputConfig | Amazon.SageMaker.Model.MonitoringOutputConfig |
Gets and sets the property ModelQualityJobOutputConfig. |
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NetworkConfig | Amazon.SageMaker.Model.MonitoringNetworkConfig |
Gets and sets the property NetworkConfig. Specifies the network configuration for the monitoring job. |
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RoleArn | System.String |
Gets and sets the property RoleArn. The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf. |
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StoppingCondition | Amazon.SageMaker.Model.MonitoringStoppingCondition |
Gets and sets the property StoppingCondition. |
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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. |
Version Information
.NET:
Supported in: 8.0 and newer, Core 3.1
.NET Standard:
Supported in: 2.0
.NET Framework:
Supported in: 4.5 and newer, 3.5