libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker
Copyright(c) 2013-2021 Brendan Hay
LicenseMozilla Public License, v. 2.0.
MaintainerBrendan Hay <brendan.g.hay+amazonka@gmail.com>
Stabilityauto-generated
Portabilitynon-portable (GHC extensions)
Safe HaskellNone

Amazonka.SageMaker.Types.MonitoringJobDefinition

Description

 
Synopsis

Documentation

data MonitoringJobDefinition Source #

Defines the monitoring job.

See: newMonitoringJobDefinition smart constructor.

Constructors

MonitoringJobDefinition' 

Fields

Instances

Instances details
Eq MonitoringJobDefinition Source # 
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Read MonitoringJobDefinition Source # 
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Show MonitoringJobDefinition Source # 
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Generic MonitoringJobDefinition Source # 
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Associated Types

type Rep MonitoringJobDefinition :: Type -> Type #

NFData MonitoringJobDefinition Source # 
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Methods

rnf :: MonitoringJobDefinition -> () #

Hashable MonitoringJobDefinition Source # 
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ToJSON MonitoringJobDefinition Source # 
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FromJSON MonitoringJobDefinition Source # 
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type Rep MonitoringJobDefinition Source # 
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newMonitoringJobDefinition Source #

Create a value of MonitoringJobDefinition with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:environment:MonitoringJobDefinition', monitoringJobDefinition_environment - Sets the environment variables in the Docker container.

$sel:stoppingCondition:MonitoringJobDefinition', monitoringJobDefinition_stoppingCondition - Specifies a time limit for how long the monitoring job is allowed to run.

$sel:networkConfig:MonitoringJobDefinition', monitoringJobDefinition_networkConfig - Specifies networking options for an monitoring job.

$sel:baselineConfig:MonitoringJobDefinition', monitoringJobDefinition_baselineConfig - Baseline configuration used to validate that the data conforms to the specified constraints and statistics

$sel:monitoringInputs:MonitoringJobDefinition', monitoringJobDefinition_monitoringInputs - The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker Endpoint.

$sel:monitoringOutputConfig:MonitoringJobDefinition', monitoringJobDefinition_monitoringOutputConfig - The array of outputs from the monitoring job to be uploaded to Amazon Simple Storage Service (Amazon S3).

$sel:monitoringResources:MonitoringJobDefinition', monitoringJobDefinition_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.

$sel:monitoringAppSpecification:MonitoringJobDefinition', monitoringJobDefinition_monitoringAppSpecification - Configures the monitoring job to run a specified Docker container image.

$sel:roleArn:MonitoringJobDefinition', monitoringJobDefinition_roleArn - The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

monitoringJobDefinition_environment :: Lens' MonitoringJobDefinition (Maybe (HashMap Text Text)) Source #

Sets the environment variables in the Docker container.

monitoringJobDefinition_stoppingCondition :: Lens' MonitoringJobDefinition (Maybe MonitoringStoppingCondition) Source #

Specifies a time limit for how long the monitoring job is allowed to run.

monitoringJobDefinition_networkConfig :: Lens' MonitoringJobDefinition (Maybe NetworkConfig) Source #

Specifies networking options for an monitoring job.

monitoringJobDefinition_baselineConfig :: Lens' MonitoringJobDefinition (Maybe MonitoringBaselineConfig) Source #

Baseline configuration used to validate that the data conforms to the specified constraints and statistics

monitoringJobDefinition_monitoringInputs :: Lens' MonitoringJobDefinition (NonEmpty MonitoringInput) Source #

The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker Endpoint.

monitoringJobDefinition_monitoringOutputConfig :: Lens' MonitoringJobDefinition MonitoringOutputConfig Source #

The array of outputs from the monitoring job to be uploaded to Amazon Simple Storage Service (Amazon S3).

monitoringJobDefinition_monitoringResources :: Lens' MonitoringJobDefinition MonitoringResources Source #

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.

monitoringJobDefinition_monitoringAppSpecification :: Lens' MonitoringJobDefinition MonitoringAppSpecification Source #

Configures the monitoring job to run a specified Docker container image.

monitoringJobDefinition_roleArn :: Lens' MonitoringJobDefinition Text Source #

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.