Container for the parameters to the CreateDataQualityJobDefinition operation. Creates a definition for a job that monitors data quality and drift. For information about model monitor, see Amazon SageMaker Model Monitor.
Inheritance Hierarchy
Amazon.Runtime.AmazonWebServiceRequest
Amazon.SageMaker.AmazonSageMakerRequest
Amazon.SageMaker.Model.CreateDataQualityJobDefinitionRequest
Namespace: Amazon.SageMaker.Model
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z
Syntax
public class CreateDataQualityJobDefinitionRequest : AmazonSageMakerRequest IAmazonWebServiceRequest
The CreateDataQualityJobDefinitionRequest type exposes the following members
Constructors
| Name | Description | |
|---|---|---|
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CreateDataQualityJobDefinitionRequest() |
Properties
| Name | Type | Description | |
|---|---|---|---|
|
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DataQualityAppSpecification | Amazon.SageMaker.Model.DataQualityAppSpecification |
Gets and sets the property DataQualityAppSpecification. Specifies the container that runs the monitoring job. |
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|
DataQualityBaselineConfig | Amazon.SageMaker.Model.DataQualityBaselineConfig |
Gets and sets the property DataQualityBaselineConfig. Configures the constraints and baselines for the monitoring job. |
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|
DataQualityJobInput | Amazon.SageMaker.Model.DataQualityJobInput |
Gets and sets the property DataQualityJobInput. A list of inputs for the monitoring job. Currently endpoints are supported as monitoring inputs. |
|
|
DataQualityJobOutputConfig | Amazon.SageMaker.Model.MonitoringOutputConfig |
Gets and sets the property DataQualityJobOutputConfig. |
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|
JobDefinitionName | System.String |
Gets and sets the property JobDefinitionName. The name for the monitoring job definition. |
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|
JobResources | Amazon.SageMaker.Model.MonitoringResources |
Gets and sets the property JobResources. |
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NetworkConfig | Amazon.SageMaker.Model.MonitoringNetworkConfig |
Gets and sets the property NetworkConfig. Specifies networking 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 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 Core App:
Supported in: 3.1
.NET Standard:
Supported in: 2.0
.NET Framework:
Supported in: 4.5, 4.0, 3.5