Defines the monitoring job.
Inheritance Hierarchy
Namespace: Amazon.SageMaker.Model
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z
Syntax
public class MonitoringJobDefinition
The MonitoringJobDefinition type exposes the following members
Constructors
| Name | Description | |
|---|---|---|
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MonitoringJobDefinition() |
Properties
| Name | Type | Description | |
|---|---|---|---|
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BaselineConfig | Amazon.SageMaker.Model.MonitoringBaselineConfig |
Gets and sets the property BaselineConfig. Baseline configuration used to validate that the data conforms to the specified constraints and statistics |
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Environment | System.Collections.Generic.Dictionary<System.String, System.String> |
Gets and sets the property Environment. Sets the environment variables in the Docker container. |
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MonitoringAppSpecification | Amazon.SageMaker.Model.MonitoringAppSpecification |
Gets and sets the property MonitoringAppSpecification. Configures the monitoring job to run a specified Docker container image. |
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MonitoringInputs | System.Collections.Generic.List<Amazon.SageMaker.Model.MonitoringInput> |
Gets and sets the property MonitoringInputs. The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker AI Endpoint. |
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MonitoringOutputConfig | Amazon.SageMaker.Model.MonitoringOutputConfig |
Gets and sets the property MonitoringOutputConfig. The array of outputs from the monitoring job to be uploaded to Amazon S3. |
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MonitoringResources | Amazon.SageMaker.Model.MonitoringResources |
Gets and sets the property MonitoringResources. Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. In distributed processing, you specify more than one instance. |
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NetworkConfig | Amazon.SageMaker.Model.NetworkConfig |
Gets and sets the property NetworkConfig. Specifies networking options for an 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. Specifies a time limit for how long the monitoring job is allowed to run. |
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